id	sid	tid	token	lemma	pos
fuelectenerg-6946	1	1	facta	facta	PROPN
fuelectenerg-6946	1	2	universitatis	universitatis	PROPN
fuelectenerg-6946	1	3	series	series	NOUN
fuelectenerg-6946	1	4	:	:	PUNCT
fuelectenerg-6946	1	5	electronics	electronic	NOUN
fuelectenerg-6946	1	6	and	and	CCONJ
fuelectenerg-6946	1	7	energetics	energetics	NOUN
fuelectenerg-6946	1	8	vol	vol	NOUN
fuelectenerg-6946	1	9	.	.	PUNCT
fuelectenerg-6946	2	1	34	34	NUM
fuelectenerg-6946	2	2	,	,	PUNCT
fuelectenerg-6946	2	3	no	no	DET
fuelectenerg-6946	2	4	2	2	NUM
fuelectenerg-6946	2	5	,	,	PUNCT
fuelectenerg-6946	2	6	june	june	PROPN
fuelectenerg-6946	2	7	2021	2021	NUM
fuelectenerg-6946	2	8	,	,	PUNCT
fuelectenerg-6946	2	9	pp	pp	ADV
fuelectenerg-6946	2	10	.	.	PUNCT
fuelectenerg-6946	3	1	239	239	NUM
fuelectenerg-6946	3	2	257	257	NUM
fuelectenerg-6946	3	3	https://doi.org/10.2298/fuee2102239c	https://doi.org/10.2298/fuee2102239c	PROPN
fuelectenerg-6946	3	4	vladimir	vladimir	PROPN
fuelectenerg-6946	3	5	ćirić	ćirić	PROPN
fuelectenerg-6946	3	6	,	,	PUNCT
fuelectenerg-6946	3	7	dušan	dušan	PROPN
fuelectenerg-6946	3	8	cvetković	cvetković	PROPN
fuelectenerg-6946	3	9	,	,	PUNCT
fuelectenerg-6946	3	10	nadja	nadja	PROPN
fuelectenerg-6946	3	11	gavrilović	gavrilović	PROPN
fuelectenerg-6946	3	12	,	,	PUNCT
fuelectenerg-6946	3	13	natalija	natalija	ADJ
fuelectenerg-6946	3	14	stojanović	stojanović	PROPN
fuelectenerg-6946	3	15	,	,	PUNCT
fuelectenerg-6946	3	16	ivan	ivan	PROPN
fuelectenerg-6946	3	17	milentijević2	milentijević2	PROPN
fuelectenerg-6946	3	18	received	receive	VERB
fuelectenerg-6946	3	19	september	september	PROPN
fuelectenerg-6946	3	20	16	16	NUM
fuelectenerg-6946	3	21	,	,	PUNCT
fuelectenerg-6946	3	22	2020	2020	NUM
fuelectenerg-6946	3	23	;	;	PUNCT
fuelectenerg-6946	3	24	received	receive	VERB
fuelectenerg-6946	3	25	in	in	ADP
fuelectenerg-6946	3	26	revised	revise	VERB
fuelectenerg-6946	3	27	form	form	NOUN
fuelectenerg-6946	3	28	october	october	PROPN
fuelectenerg-6946	3	29	28	28	NUM
fuelectenerg-6946	3	30	,	,	PUNCT
fuelectenerg-6946	3	31	2020	2020	NUM
fuelectenerg-6946	3	32	corresponding	correspond	VERB
fuelectenerg-6946	3	33	author	author	NOUN
fuelectenerg-6946	3	34	:	:	PUNCT
fuelectenerg-6946	3	35	vladimir	vladimir	PROPN
fuelectenerg-6946	3	36	m.	m.	PROPN
fuelectenerg-6946	3	37	ćirič	ćirič	ADV
fuelectenerg-6946	3	38	faculty	faculty	NOUN
fuelectenerg-6946	3	39	of	of	ADP
fuelectenerg-6946	3	40	electronic	electronic	ADJ
fuelectenerg-6946	3	41	engineering	engineering	NOUN
fuelectenerg-6946	3	42	,	,	PUNCT
fuelectenerg-6946	3	43	computer	computer	NOUN
fuelectenerg-6946	3	44	science	science	NOUN
fuelectenerg-6946	3	45	department	department	PROPN
fuelectenerg-6946	3	46	,	,	PUNCT
fuelectenerg-6946	3	47	aleksandra	aleksandra	PROPN
fuelectenerg-6946	3	48	medvedeva	medvedeva	PROPN
fuelectenerg-6946	3	49	14	14	NUM
fuelectenerg-6946	3	50	,	,	PUNCT
fuelectenerg-6946	3	51	18000	18000	NUM
fuelectenerg-6946	3	52	niš	niš	NOUN
fuelectenerg-6946	3	53	,	,	PUNCT
fuelectenerg-6946	3	54	serbia	serbia	PROPN
fuelectenerg-6946	3	55	e	e	NOUN
fuelectenerg-6946	3	56	-	-	NOUN
fuelectenerg-6946	3	57	mail	mail	NOUN
fuelectenerg-6946	3	58	:	:	PUNCT
fuelectenerg-6946	3	59	vladimir.ciric@elfak.ni.ac.rs	vladimir.ciric@elfak.ni.ac.rs	ADJ
fuelectenerg-6946	3	60	facta	facta	PROPN
fuelectenerg-6946	3	61	universitatis	universitatis	PROPN
fuelectenerg-6946	3	62	series	series	NOUN
fuelectenerg-6946	3	63	:	:	PUNCT
fuelectenerg-6946	3	64	electronics	electronic	NOUN
fuelectenerg-6946	3	65	and	and	CCONJ
fuelectenerg-6946	3	66	energetics	energetics	NOUN
fuelectenerg-6946	3	67	vol	vol	NOUN
fuelectenerg-6946	3	68	.	.	PUNCT
fuelectenerg-6946	4	1	28	28	NUM
fuelectenerg-6946	4	2	,	,	PUNCT
fuelectenerg-6946	4	3	no	no	DET
fuelectenerg-6946	4	4	4	4	NUM
fuelectenerg-6946	4	5	,	,	PUNCT
fuelectenerg-6946	4	6	december	december	PROPN
fuelectenerg-6946	4	7	2015	2015	NUM
fuelectenerg-6946	4	8	,	,	PUNCT
fuelectenerg-6946	4	9	pp	pp	ADJ
fuelectenerg-6946	4	10	.	.	PUNCT
fuelectenerg-6946	5	1	507	507	NUM
fuelectenerg-6946	5	2	525	525	NUM
fuelectenerg-6946	5	3	doi	doi	NOUN
fuelectenerg-6946	5	4	:	:	PUNCT
fuelectenerg-6946	5	5	10.2298	10.2298	NUM
fuelectenerg-6946	5	6	/	/	SYM
fuelectenerg-6946	5	7	fuee1504507s	fuee1504507	VERB
fuelectenerg-6946	5	8	horizontal	horizontal	ADJ
fuelectenerg-6946	5	9	current	current	ADJ
fuelectenerg-6946	5	10	bipolar	bipolar	ADJ
fuelectenerg-6946	5	11	transistor	transistor	NOUN
fuelectenerg-6946	5	12	(	(	PUNCT
fuelectenerg-6946	5	13	hcbt	hcbt	NOUN
fuelectenerg-6946	5	14	)	)	PUNCT
fuelectenerg-6946	5	15	–	–	PUNCT
fuelectenerg-6946	5	16	a	a	DET
fuelectenerg-6946	5	17	low	low	ADJ
fuelectenerg-6946	5	18	-	-	PUNCT
fuelectenerg-6946	5	19	cost	cost	NOUN
fuelectenerg-6946	5	20	,	,	PUNCT
fuelectenerg-6946	5	21	high	high	ADJ
fuelectenerg-6946	5	22	-	-	PUNCT
fuelectenerg-6946	5	23	performance	performance	NOUN
fuelectenerg-6946	5	24	flexible	flexible	ADJ
fuelectenerg-6946	5	25	bicmos	bicmos	PROPN
fuelectenerg-6946	5	26	technology	technology	PROPN
fuelectenerg-6946	5	27	for	for	ADP
fuelectenerg-6946	5	28	rf	rf	PRON
fuelectenerg-6946	5	29	communication	communication	NOUN
fuelectenerg-6946	5	30	applications	applications	PROPN
fuelectenerg-6946	5	31	tomislav	tomislav	PROPN
fuelectenerg-6946	5	32	suligoj1	suligoj1	PROPN
fuelectenerg-6946	5	33	,	,	PUNCT
fuelectenerg-6946	5	34	marko	marko	PROPN
fuelectenerg-6946	5	35	koričić1	koričić1	PROPN
fuelectenerg-6946	5	36	,	,	PUNCT
fuelectenerg-6946	5	37	josip	josip	PROPN
fuelectenerg-6946	5	38	žilak1	žilak1	PROPN
fuelectenerg-6946	5	39	,	,	PUNCT
fuelectenerg-6946	5	40	hidenori	hidenori	PROPN
fuelectenerg-6946	5	41	mochizuki2	mochizuki2	PROPN
fuelectenerg-6946	5	42	,	,	PUNCT
fuelectenerg-6946	5	43	so	so	ADV
fuelectenerg-6946	5	44	-	-	PUNCT
fuelectenerg-6946	5	45	ichi	ichi	ADJ
fuelectenerg-6946	5	46	morita2	morita2	NOUN
fuelectenerg-6946	5	47	,	,	PUNCT
fuelectenerg-6946	5	48	katsumi	katsumi	PROPN
fuelectenerg-6946	5	49	shinomura2	shinomura2	PROPN
fuelectenerg-6946	5	50	,	,	PUNCT
fuelectenerg-6946	5	51	hisaya	hisaya	NOUN
fuelectenerg-6946	5	52	imai2	imai2	PROPN
fuelectenerg-6946	5	53	1university	1university	NUM
fuelectenerg-6946	5	54	of	of	ADP
fuelectenerg-6946	5	55	zagreb	zagreb	PROPN
fuelectenerg-6946	5	56	,	,	PUNCT
fuelectenerg-6946	5	57	faculty	faculty	NOUN
fuelectenerg-6946	5	58	of	of	ADP
fuelectenerg-6946	5	59	electrical	electrical	ADJ
fuelectenerg-6946	5	60	engineering	engineering	NOUN
fuelectenerg-6946	5	61	and	and	CCONJ
fuelectenerg-6946	5	62	computing	computing	NOUN
fuelectenerg-6946	5	63	,	,	PUNCT
fuelectenerg-6946	5	64	department	department	NOUN
fuelectenerg-6946	5	65	of	of	ADP
fuelectenerg-6946	5	66	electronics	electronic	NOUN
fuelectenerg-6946	5	67	,	,	PUNCT
fuelectenerg-6946	5	68	microand	microand	NOUN
fuelectenerg-6946	5	69	nano	nano	NOUN
fuelectenerg-6946	5	70	-	-	PUNCT
fuelectenerg-6946	5	71	electronics	electronic	NOUN
fuelectenerg-6946	5	72	laboratory	laboratory	NOUN
fuelectenerg-6946	5	73	,	,	PUNCT
fuelectenerg-6946	5	74	croatia	croatia	PROPN
fuelectenerg-6946	5	75	2asahi	2asahi	PROPN
fuelectenerg-6946	5	76	kasei	kasei	PROPN
fuelectenerg-6946	5	77	microdevices	microdevices	PROPN
fuelectenerg-6946	5	78	co.	co.	PROPN
fuelectenerg-6946	5	79	5	5	NUM
fuelectenerg-6946	5	80	-	-	SYM
fuelectenerg-6946	5	81	4960	4960	NUM
fuelectenerg-6946	5	82	,	,	PUNCT
fuelectenerg-6946	5	83	nobeoka	nobeoka	NOUN
fuelectenerg-6946	5	84	,	,	PUNCT
fuelectenerg-6946	5	85	miyazaki	miyazaki	PROPN
fuelectenerg-6946	5	86	,	,	PUNCT
fuelectenerg-6946	5	87	882	882	NUM
fuelectenerg-6946	5	88	-	-	SYM
fuelectenerg-6946	5	89	0031	0031	NUM
fuelectenerg-6946	5	90	,	,	PUNCT
fuelectenerg-6946	5	91	japan	japan	PROPN
fuelectenerg-6946	5	92	abstract	abstract	PROPN
fuelectenerg-6946	5	93	.	.	PUNCT
fuelectenerg-6946	6	1	in	in	ADP
fuelectenerg-6946	6	2	an	an	DET
fuelectenerg-6946	6	3	overview	overview	NOUN
fuelectenerg-6946	6	4	of	of	ADP
fuelectenerg-6946	6	5	horizontal	horizontal	ADJ
fuelectenerg-6946	6	6	current	current	ADJ
fuelectenerg-6946	6	7	bipolar	bipolar	ADJ
fuelectenerg-6946	6	8	transistor	transistor	NOUN
fuelectenerg-6946	6	9	(	(	PUNCT
fuelectenerg-6946	6	10	hcbt	hcbt	NOUN
fuelectenerg-6946	6	11	)	)	PUNCT
fuelectenerg-6946	6	12	technology	technology	NOUN
fuelectenerg-6946	6	13	,	,	PUNCT
fuelectenerg-6946	6	14	the	the	DET
fuelectenerg-6946	6	15	state	state	NOUN
fuelectenerg-6946	6	16	-	-	PUNCT
fuelectenerg-6946	6	17	of	of	ADP
fuelectenerg-6946	6	18	-	-	PUNCT
fuelectenerg-6946	6	19	the	the	DET
fuelectenerg-6946	6	20	-	-	PUNCT
fuelectenerg-6946	6	21	art	art	NOUN
fuelectenerg-6946	6	22	integrated	integrate	VERB
fuelectenerg-6946	6	23	silicon	silicon	NOUN
fuelectenerg-6946	6	24	bipolar	bipolar	ADJ
fuelectenerg-6946	6	25	transistors	transistor	NOUN
fuelectenerg-6946	6	26	are	be	AUX
fuelectenerg-6946	6	27	described	describe	VERB
fuelectenerg-6946	6	28	which	which	PRON
fuelectenerg-6946	6	29	exhibit	exhibit	VERB
fuelectenerg-6946	6	30	ft	ft	PROPN
fuelectenerg-6946	6	31	and	and	CCONJ
fuelectenerg-6946	6	32	fmax	fmax	PROPN
fuelectenerg-6946	6	33	of	of	ADP
fuelectenerg-6946	6	34	51	51	NUM
fuelectenerg-6946	6	35	ghz	ghz	NOUN
fuelectenerg-6946	6	36	and	and	CCONJ
fuelectenerg-6946	6	37	61	61	NUM
fuelectenerg-6946	6	38	ghz	ghz	NOUN
fuelectenerg-6946	6	39	and	and	CCONJ
fuelectenerg-6946	6	40	ftbvceo	ftbvceo	ADJ
fuelectenerg-6946	6	41	product	product	NOUN
fuelectenerg-6946	6	42	of	of	ADP
fuelectenerg-6946	6	43	173	173	NUM
fuelectenerg-6946	6	44	ghzv	ghzv	NOUN
fuelectenerg-6946	6	45	that	that	PRON
fuelectenerg-6946	6	46	are	be	AUX
fuelectenerg-6946	6	47	among	among	ADP
fuelectenerg-6946	6	48	the	the	DET
fuelectenerg-6946	6	49	highest	high	ADJ
fuelectenerg-6946	6	50	-	-	PUNCT
fuelectenerg-6946	6	51	performance	performance	NOUN
fuelectenerg-6946	6	52	implanted	implant	VERB
fuelectenerg-6946	6	53	-	-	PUNCT
fuelectenerg-6946	6	54	base	base	NOUN
fuelectenerg-6946	6	55	,	,	PUNCT
fuelectenerg-6946	6	56	silicon	silicon	NOUN
fuelectenerg-6946	6	57	bipolar	bipolar	ADJ
fuelectenerg-6946	6	58	transistors	transistor	NOUN
fuelectenerg-6946	6	59	.	.	PUNCT
fuelectenerg-6946	7	1	hbct	hbct	ADV
fuelectenerg-6946	7	2	is	be	AUX
fuelectenerg-6946	7	3	integrated	integrate	VERB
fuelectenerg-6946	7	4	with	with	ADP
fuelectenerg-6946	7	5	cmos	cmos	PROPN
fuelectenerg-6946	7	6	in	in	ADP
fuelectenerg-6946	7	7	a	a	DET
fuelectenerg-6946	7	8	considerably	considerably	ADV
fuelectenerg-6946	7	9	lower	low	ADJ
fuelectenerg-6946	7	10	-	-	PUNCT
fuelectenerg-6946	7	11	cost	cost	NOUN
fuelectenerg-6946	7	12	fabrication	fabrication	NOUN
fuelectenerg-6946	7	13	sequence	sequence	NOUN
fuelectenerg-6946	7	14	as	as	ADP
fuelectenerg-6946	7	15	compared	compare	VERB
fuelectenerg-6946	7	16	to	to	ADP
fuelectenerg-6946	7	17	standard	standard	ADJ
fuelectenerg-6946	7	18	vertical	vertical	ADJ
fuelectenerg-6946	7	19	-	-	PUNCT
fuelectenerg-6946	7	20	current	current	ADJ
fuelectenerg-6946	7	21	bipolar	bipolar	ADJ
fuelectenerg-6946	7	22	transistors	transistor	NOUN
fuelectenerg-6946	7	23	with	with	ADP
fuelectenerg-6946	7	24	only	only	ADV
fuelectenerg-6946	7	25	2	2	NUM
fuelectenerg-6946	7	26	or	or	CCONJ
fuelectenerg-6946	7	27	3	3	NUM
fuelectenerg-6946	7	28	additional	additional	ADJ
fuelectenerg-6946	7	29	masks	mask	NOUN
fuelectenerg-6946	7	30	and	and	CCONJ
fuelectenerg-6946	7	31	fewer	few	ADJ
fuelectenerg-6946	7	32	process	process	NOUN
fuelectenerg-6946	7	33	steps	step	NOUN
fuelectenerg-6946	7	34	.	.	PUNCT
fuelectenerg-6946	8	1	due	due	ADP
fuelectenerg-6946	8	2	to	to	ADP
fuelectenerg-6946	8	3	its	its	PRON
fuelectenerg-6946	8	4	specific	specific	ADJ
fuelectenerg-6946	8	5	structure	structure	NOUN
fuelectenerg-6946	8	6	,	,	PUNCT
fuelectenerg-6946	8	7	the	the	DET
fuelectenerg-6946	8	8	charge	charge	NOUN
fuelectenerg-6946	8	9	sharing	sharing	NOUN
fuelectenerg-6946	8	10	effect	effect	NOUN
fuelectenerg-6946	8	11	can	can	AUX
fuelectenerg-6946	8	12	be	be	AUX
fuelectenerg-6946	8	13	employed	employ	VERB
fuelectenerg-6946	8	14	to	to	PART
fuelectenerg-6946	8	15	increase	increase	VERB
fuelectenerg-6946	8	16	bvceo	bvceo	ADV
fuelectenerg-6946	8	17	without	without	ADP
fuelectenerg-6946	8	18	sacrificing	sacrifice	VERB
fuelectenerg-6946	8	19	ft	ft	X
fuelectenerg-6946	8	20	and	and	CCONJ
fuelectenerg-6946	8	21	fmax	fmax	PROPN
fuelectenerg-6946	8	22	.	.	PUNCT
fuelectenerg-6946	9	1	moreover	moreover	ADV
fuelectenerg-6946	9	2	,	,	PUNCT
fuelectenerg-6946	9	3	the	the	DET
fuelectenerg-6946	9	4	electric	electric	ADJ
fuelectenerg-6946	9	5	field	field	NOUN
fuelectenerg-6946	9	6	can	can	AUX
fuelectenerg-6946	9	7	be	be	AUX
fuelectenerg-6946	9	8	engineered	engineer	VERB
fuelectenerg-6946	9	9	just	just	ADV
fuelectenerg-6946	9	10	by	by	ADP
fuelectenerg-6946	9	11	manipulating	manipulate	VERB
fuelectenerg-6946	9	12	the	the	DET
fuelectenerg-6946	9	13	lithography	lithography	NOUN
fuelectenerg-6946	9	14	masks	mask	NOUN
fuelectenerg-6946	9	15	achieving	achieve	VERB
fuelectenerg-6946	9	16	the	the	DET
fuelectenerg-6946	9	17	high	high	ADJ
fuelectenerg-6946	9	18	-	-	PUNCT
fuelectenerg-6946	9	19	voltage	voltage	NOUN
fuelectenerg-6946	9	20	hcbts	hcbt	NOUN
fuelectenerg-6946	9	21	with	with	ADP
fuelectenerg-6946	9	22	breakdowns	breakdown	NOUN
fuelectenerg-6946	9	23	up	up	ADP
fuelectenerg-6946	9	24	to	to	PART
fuelectenerg-6946	9	25	36	36	NUM
fuelectenerg-6946	9	26	v	v	NOUN
fuelectenerg-6946	9	27	integrated	integrate	VERB
fuelectenerg-6946	9	28	in	in	ADP
fuelectenerg-6946	9	29	the	the	DET
fuelectenerg-6946	9	30	same	same	ADJ
fuelectenerg-6946	9	31	process	process	NOUN
fuelectenerg-6946	9	32	flow	flow	NOUN
fuelectenerg-6946	9	33	with	with	ADP
fuelectenerg-6946	9	34	high	high	ADJ
fuelectenerg-6946	9	35	-	-	PUNCT
fuelectenerg-6946	9	36	speed	speed	NOUN
fuelectenerg-6946	9	37	devices	device	NOUN
fuelectenerg-6946	9	38	,	,	PUNCT
fuelectenerg-6946	9	39	i.e.	i.e.	X
fuelectenerg-6946	9	40	at	at	ADP
fuelectenerg-6946	9	41	zero	zero	NUM
fuelectenerg-6946	9	42	additional	additional	ADJ
fuelectenerg-6946	9	43	costs	cost	NOUN
fuelectenerg-6946	9	44	.	.	PUNCT
fuelectenerg-6946	10	1	double	double	ADJ
fuelectenerg-6946	10	2	-	-	PUNCT
fuelectenerg-6946	10	3	balanced	balanced	ADJ
fuelectenerg-6946	10	4	active	active	ADJ
fuelectenerg-6946	10	5	mixer	mixer	NOUN
fuelectenerg-6946	10	6	circuit	circuit	NOUN
fuelectenerg-6946	10	7	is	be	AUX
fuelectenerg-6946	10	8	designed	design	VERB
fuelectenerg-6946	10	9	and	and	CCONJ
fuelectenerg-6946	10	10	fabricated	fabricate	VERB
fuelectenerg-6946	10	11	in	in	ADP
fuelectenerg-6946	10	12	hcbt	hcbt	NOUN
fuelectenerg-6946	10	13	technology	technology	NOUN
fuelectenerg-6946	10	14	.	.	PUNCT
fuelectenerg-6946	11	1	the	the	DET
fuelectenerg-6946	11	2	maximum	maximum	ADJ
fuelectenerg-6946	11	3	iip3	iip3	NOUN
fuelectenerg-6946	11	4	of	of	ADP
fuelectenerg-6946	11	5	17.7	17.7	NUM
fuelectenerg-6946	11	6	dbm	dbm	NOUN
fuelectenerg-6946	11	7	at	at	ADP
fuelectenerg-6946	11	8	mixer	mixer	PROPN
fuelectenerg-6946	11	9	current	current	ADJ
fuelectenerg-6946	11	10	of	of	ADP
fuelectenerg-6946	11	11	9.2	9.2	NUM
fuelectenerg-6946	11	12	ma	ma	PROPN
fuelectenerg-6946	11	13	and	and	CCONJ
fuelectenerg-6946	11	14	conversion	conversion	NOUN
fuelectenerg-6946	11	15	gain	gain	NOUN
fuelectenerg-6946	11	16	of	of	ADP
fuelectenerg-6946	11	17	-5	-5	INTJ
fuelectenerg-6946	11	18	db	db	PROPN
fuelectenerg-6946	11	19	are	be	AUX
fuelectenerg-6946	11	20	achieved	achieve	VERB
fuelectenerg-6946	11	21	.	.	PUNCT
fuelectenerg-6946	12	1	key	key	ADJ
fuelectenerg-6946	12	2	words	word	NOUN
fuelectenerg-6946	12	3	:	:	PUNCT
fuelectenerg-6946	12	4	bicmos	bicmos	ADJ
fuelectenerg-6946	12	5	technology	technology	NOUN
fuelectenerg-6946	12	6	,	,	PUNCT
fuelectenerg-6946	12	7	bipolar	bipolar	ADJ
fuelectenerg-6946	12	8	transistors	transistor	NOUN
fuelectenerg-6946	12	9	,	,	PUNCT
fuelectenerg-6946	12	10	horizontal	horizontal	ADJ
fuelectenerg-6946	12	11	current	current	ADJ
fuelectenerg-6946	12	12	bipolar	bipolar	ADJ
fuelectenerg-6946	12	13	transistor	transistor	NOUN
fuelectenerg-6946	12	14	,	,	PUNCT
fuelectenerg-6946	12	15	radio	radio	NOUN
fuelectenerg-6946	12	16	frequency	frequency	NOUN
fuelectenerg-6946	12	17	integrated	integrate	VERB
fuelectenerg-6946	12	18	circuits	circuit	NOUN
fuelectenerg-6946	12	19	,	,	PUNCT
fuelectenerg-6946	12	20	mixer	mixer	NOUN
fuelectenerg-6946	12	21	,	,	PUNCT
fuelectenerg-6946	12	22	high	high	ADJ
fuelectenerg-6946	12	23	-	-	PUNCT
fuelectenerg-6946	12	24	voltage	voltage	NOUN
fuelectenerg-6946	12	25	bipolar	bipolar	ADJ
fuelectenerg-6946	12	26	transistors	transistor	NOUN
fuelectenerg-6946	12	27	.	.	PUNCT
fuelectenerg-6946	13	1	1	1	X
fuelectenerg-6946	13	2	.	.	X
fuelectenerg-6946	13	3	introduction	introduction	NOUN
fuelectenerg-6946	13	4	in	in	ADP
fuelectenerg-6946	13	5	the	the	DET
fuelectenerg-6946	13	6	highly	highly	ADV
fuelectenerg-6946	13	7	competitive	competitive	ADJ
fuelectenerg-6946	13	8	wireless	wireless	ADJ
fuelectenerg-6946	13	9	communication	communication	NOUN
fuelectenerg-6946	13	10	markets	market	NOUN
fuelectenerg-6946	13	11	,	,	PUNCT
fuelectenerg-6946	13	12	the	the	DET
fuelectenerg-6946	13	13	rf	rf	ADJ
fuelectenerg-6946	13	14	circuits	circuit	NOUN
fuelectenerg-6946	13	15	and	and	CCONJ
fuelectenerg-6946	13	16	systems	system	NOUN
fuelectenerg-6946	13	17	are	be	AUX
fuelectenerg-6946	13	18	fabricated	fabricate	VERB
fuelectenerg-6946	13	19	in	in	ADP
fuelectenerg-6946	13	20	the	the	DET
fuelectenerg-6946	13	21	technologies	technology	NOUN
fuelectenerg-6946	13	22	that	that	PRON
fuelectenerg-6946	13	23	are	be	AUX
fuelectenerg-6946	13	24	very	very	ADV
fuelectenerg-6946	13	25	cost	cost	NOUN
fuelectenerg-6946	13	26	-	-	PUNCT
fuelectenerg-6946	13	27	sensitive	sensitive	ADJ
fuelectenerg-6946	13	28	.	.	PUNCT
fuelectenerg-6946	14	1	in	in	ADP
fuelectenerg-6946	14	2	order	order	NOUN
fuelectenerg-6946	14	3	to	to	PART
fuelectenerg-6946	14	4	minimize	minimize	VERB
fuelectenerg-6946	14	5	the	the	DET
fuelectenerg-6946	14	6	fabrication	fabrication	NOUN
fuelectenerg-6946	14	7	costs	cost	NOUN
fuelectenerg-6946	14	8	,	,	PUNCT
fuelectenerg-6946	14	9	the	the	DET
fuelectenerg-6946	14	10	sub-10	sub-10	NUM
fuelectenerg-6946	14	11	ghz	ghz	NOUN
fuelectenerg-6946	14	12	applications	application	NOUN
fuelectenerg-6946	14	13	can	can	AUX
fuelectenerg-6946	14	14	be	be	AUX
fuelectenerg-6946	14	15	processed	process	VERB
fuelectenerg-6946	14	16	by	by	ADP
fuelectenerg-6946	14	17	using	use	VERB
fuelectenerg-6946	14	18	the	the	DET
fuelectenerg-6946	14	19	high	high	ADJ
fuelectenerg-6946	14	20	-	-	PUNCT
fuelectenerg-6946	14	21	volume	volume	NOUN
fuelectenerg-6946	14	22	silicon	silicon	NOUN
fuelectenerg-6946	14	23	technologies	technology	NOUN
fuelectenerg-6946	14	24	.	.	PUNCT
fuelectenerg-6946	15	1	it	it	PRON
fuelectenerg-6946	15	2	has	have	AUX
fuelectenerg-6946	15	3	been	be	AUX
fuelectenerg-6946	15	4	identified	identify	VERB
fuelectenerg-6946	15	5	that	that	SCONJ
fuelectenerg-6946	15	6	the	the	DET
fuelectenerg-6946	15	7	optimum	optimum	ADJ
fuelectenerg-6946	15	8	solution	solution	NOUN
fuelectenerg-6946	15	9	might	might	AUX
fuelectenerg-6946	15	10	received	receive	VERB
fuelectenerg-6946	15	11	march	march	PROPN
fuelectenerg-6946	15	12	9	9	NUM
fuelectenerg-6946	15	13	,	,	PUNCT
fuelectenerg-6946	15	14	2015	2015	NUM
fuelectenerg-6946	15	15	corresponding	correspond	VERB
fuelectenerg-6946	15	16	author	author	NOUN
fuelectenerg-6946	15	17	:	:	PUNCT
fuelectenerg-6946	15	18	tomislav	tomislav	PROPN
fuelectenerg-6946	15	19	suligoj	suligoj	PROPN
fuelectenerg-6946	15	20	university	university	PROPN
fuelectenerg-6946	15	21	of	of	ADP
fuelectenerg-6946	15	22	zagreb	zagreb	PROPN
fuelectenerg-6946	15	23	,	,	PUNCT
fuelectenerg-6946	15	24	faculty	faculty	NOUN
fuelectenerg-6946	15	25	of	of	ADP
fuelectenerg-6946	15	26	electrical	electrical	ADJ
fuelectenerg-6946	15	27	engineering	engineering	NOUN
fuelectenerg-6946	15	28	and	and	CCONJ
fuelectenerg-6946	15	29	computing	computing	NOUN
fuelectenerg-6946	15	30	,	,	PUNCT
fuelectenerg-6946	15	31	department	department	NOUN
fuelectenerg-6946	15	32	of	of	ADP
fuelectenerg-6946	15	33	electronics	electronic	NOUN
fuelectenerg-6946	15	34	,	,	PUNCT
fuelectenerg-6946	15	35	microand	microand	NOUN
fuelectenerg-6946	15	36	nano	nano	NOUN
fuelectenerg-6946	15	37	-	-	PUNCT
fuelectenerg-6946	15	38	electronics	electronic	NOUN
fuelectenerg-6946	15	39	laboratory	laboratory	NOUN
fuelectenerg-6946	15	40	,	,	PUNCT
fuelectenerg-6946	15	41	croatia	croatia	PROPN
fuelectenerg-6946	15	42	(	(	PUNCT
fuelectenerg-6946	15	43	e	e	NOUN
fuelectenerg-6946	15	44	-	-	NOUN
fuelectenerg-6946	15	45	mail	mail	NOUN
fuelectenerg-6946	15	46	:	:	PUNCT
fuelectenerg-6946	15	47	tom@zemris.fer.hr	tom@zemris.fer.hr	X
fuelectenerg-6946	15	48	)	)	PUNCT
fuelectenerg-6946	15	49	input	input	NOUN
fuelectenerg-6946	15	50	splits	split	VERB
fuelectenerg-6946	15	51	design	design	NOUN
fuelectenerg-6946	15	52	techniques	technique	NOUN
fuelectenerg-6946	15	53	for	for	ADP
fuelectenerg-6946	15	54	network	network	NOUN
fuelectenerg-6946	15	55	intrusion	intrusion	NOUN
fuelectenerg-6946	15	56	detection	detection	NOUN
fuelectenerg-6946	15	57	on	on	ADP
fuelectenerg-6946	15	58	hadoop	hadoop	NOUN
fuelectenerg-6946	15	59	cluster	cluster	NOUN
fuelectenerg-6946	15	60	university	university	PROPN
fuelectenerg-6946	15	61	of	of	ADP
fuelectenerg-6946	15	62	niš	niš	PROPN
fuelectenerg-6946	15	63	,	,	PUNCT
fuelectenerg-6946	15	64	faculty	faculty	NOUN
fuelectenerg-6946	15	65	of	of	ADP
fuelectenerg-6946	15	66	electronic	electronic	ADJ
fuelectenerg-6946	15	67	engieering	engieering	NOUN
fuelectenerg-6946	15	68	,	,	PUNCT
fuelectenerg-6946	15	69	niš	niš	NOUN
fuelectenerg-6946	15	70	,	,	PUNCT
fuelectenerg-6946	15	71	serbia	serbia	PROPN
fuelectenerg-6946	15	72	abstract	abstract	PROPN
fuelectenerg-6946	15	73	.	.	PUNCT
fuelectenerg-6946	16	1	intrusion	intrusion	NOUN
fuelectenerg-6946	16	2	detection	detection	NOUN
fuelectenerg-6946	16	3	system	system	NOUN
fuelectenerg-6946	16	4	(	(	PUNCT
fuelectenerg-6946	16	5	ids	id	NOUN
fuelectenerg-6946	16	6	)	)	PUNCT
fuelectenerg-6946	16	7	is	be	AUX
fuelectenerg-6946	16	8	one	one	NUM
fuelectenerg-6946	16	9	of	of	ADP
fuelectenerg-6946	16	10	the	the	DET
fuelectenerg-6946	16	11	most	most	ADV
fuelectenerg-6946	16	12	important	important	ADJ
fuelectenerg-6946	16	13	components	component	NOUN
fuelectenerg-6946	16	14	being	be	AUX
fuelectenerg-6946	16	15	used	use	VERB
fuelectenerg-6946	16	16	to	to	PART
fuelectenerg-6946	16	17	monitor	monitor	VERB
fuelectenerg-6946	16	18	network	network	NOUN
fuelectenerg-6946	16	19	for	for	ADP
fuelectenerg-6946	16	20	possible	possible	ADJ
fuelectenerg-6946	16	21	cyber	cyber	NOUN
fuelectenerg-6946	16	22	-	-	PUNCT
fuelectenerg-6946	16	23	attacks	attack	NOUN
fuelectenerg-6946	16	24	.	.	PUNCT
fuelectenerg-6946	17	1	however	however	ADV
fuelectenerg-6946	17	2	,	,	PUNCT
fuelectenerg-6946	17	3	the	the	DET
fuelectenerg-6946	17	4	amount	amount	NOUN
fuelectenerg-6946	17	5	of	of	ADP
fuelectenerg-6946	17	6	data	datum	NOUN
fuelectenerg-6946	17	7	that	that	PRON
fuelectenerg-6946	17	8	should	should	AUX
fuelectenerg-6946	17	9	be	be	AUX
fuelectenerg-6946	17	10	inspected	inspect	VERB
fuelectenerg-6946	17	11	imposes	impose	VERB
fuelectenerg-6946	17	12	a	a	DET
fuelectenerg-6946	17	13	great	great	ADJ
fuelectenerg-6946	17	14	challenge	challenge	NOUN
fuelectenerg-6946	17	15	to	to	PART
fuelectenerg-6946	17	16	idss	idss	VERB
fuelectenerg-6946	17	17	.	.	PUNCT
fuelectenerg-6946	18	1	with	with	ADP
fuelectenerg-6946	18	2	recent	recent	ADJ
fuelectenerg-6946	18	3	emerge	emerge	NOUN
fuelectenerg-6946	18	4	of	of	ADP
fuelectenerg-6946	18	5	various	various	ADJ
fuelectenerg-6946	18	6	big	big	ADJ
fuelectenerg-6946	18	7	data	datum	NOUN
fuelectenerg-6946	18	8	technologies	technology	NOUN
fuelectenerg-6946	18	9	,	,	PUNCT
fuelectenerg-6946	18	10	there	there	PRON
fuelectenerg-6946	18	11	are	be	VERB
fuelectenerg-6946	18	12	ways	way	NOUN
fuelectenerg-6946	18	13	for	for	ADP
fuelectenerg-6946	18	14	overcoming	overcome	VERB
fuelectenerg-6946	18	15	the	the	DET
fuelectenerg-6946	18	16	problem	problem	NOUN
fuelectenerg-6946	18	17	of	of	ADP
fuelectenerg-6946	18	18	the	the	DET
fuelectenerg-6946	18	19	increased	increase	VERB
fuelectenerg-6946	18	20	amount	amount	NOUN
fuelectenerg-6946	18	21	of	of	ADP
fuelectenerg-6946	18	22	data	datum	NOUN
fuelectenerg-6946	18	23	.	.	PUNCT
fuelectenerg-6946	19	1	nevertheless	nevertheless	ADV
fuelectenerg-6946	19	2	,	,	PUNCT
fuelectenerg-6946	19	3	some	some	PRON
fuelectenerg-6946	19	4	of	of	ADP
fuelectenerg-6946	19	5	this	this	DET
fuelectenerg-6946	19	6	technologies	technology	NOUN
fuelectenerg-6946	19	7	inherit	inherit	VERB
fuelectenerg-6946	19	8	data	data	NOUN
fuelectenerg-6946	19	9	distribution	distribution	NOUN
fuelectenerg-6946	19	10	techniques	technique	NOUN
fuelectenerg-6946	19	11	that	that	PRON
fuelectenerg-6946	19	12	can	can	AUX
fuelectenerg-6946	19	13	be	be	AUX
fuelectenerg-6946	19	14	a	a	DET
fuelectenerg-6946	19	15	problem	problem	NOUN
fuelectenerg-6946	19	16	when	when	SCONJ
fuelectenerg-6946	19	17	splitting	split	VERB
fuelectenerg-6946	19	18	a	a	DET
fuelectenerg-6946	19	19	sensitive	sensitive	ADJ
fuelectenerg-6946	19	20	data	datum	NOUN
fuelectenerg-6946	19	21	such	such	ADJ
fuelectenerg-6946	19	22	as	as	ADP
fuelectenerg-6946	19	23	network	network	NOUN
fuelectenerg-6946	19	24	data	datum	NOUN
fuelectenerg-6946	19	25	frames	frame	NOUN
fuelectenerg-6946	19	26	across	across	ADP
fuelectenerg-6946	19	27	a	a	DET
fuelectenerg-6946	19	28	cluster	cluster	NOUN
fuelectenerg-6946	19	29	nodes	node	NOUN
fuelectenerg-6946	19	30	.	.	PUNCT
fuelectenerg-6946	20	1	the	the	DET
fuelectenerg-6946	20	2	goal	goal	NOUN
fuelectenerg-6946	20	3	of	of	ADP
fuelectenerg-6946	20	4	this	this	DET
fuelectenerg-6946	20	5	paper	paper	NOUN
fuelectenerg-6946	20	6	is	be	AUX
fuelectenerg-6946	20	7	design	design	NOUN
fuelectenerg-6946	20	8	and	and	CCONJ
fuelectenerg-6946	20	9	implementation	implementation	NOUN
fuelectenerg-6946	20	10	of	of	ADP
fuelectenerg-6946	20	11	hadoop	hadoop	NOUN
fuelectenerg-6946	20	12	based	base	VERB
fuelectenerg-6946	20	13	ids	id	NOUN
fuelectenerg-6946	20	14	.	.	PUNCT
fuelectenerg-6946	21	1	in	in	ADP
fuelectenerg-6946	21	2	this	this	DET
fuelectenerg-6946	21	3	paper	paper	NOUN
fuelectenerg-6946	21	4	we	we	PRON
fuelectenerg-6946	21	5	propose	propose	VERB
fuelectenerg-6946	21	6	different	different	ADJ
fuelectenerg-6946	21	7	input	input	NOUN
fuelectenerg-6946	21	8	split	split	VERB
fuelectenerg-6946	21	9	techniques	technique	NOUN
fuelectenerg-6946	21	10	suitable	suitable	ADJ
fuelectenerg-6946	21	11	for	for	ADP
fuelectenerg-6946	21	12	network	network	NOUN
fuelectenerg-6946	21	13	data	datum	NOUN
fuelectenerg-6946	21	14	distribution	distribution	NOUN
fuelectenerg-6946	21	15	across	across	ADP
fuelectenerg-6946	21	16	cloud	cloud	NOUN
fuelectenerg-6946	21	17	nodes	node	NOUN
fuelectenerg-6946	21	18	and	and	CCONJ
fuelectenerg-6946	21	19	test	test	VERB
fuelectenerg-6946	21	20	the	the	DET
fuelectenerg-6946	21	21	performances	performance	NOUN
fuelectenerg-6946	21	22	of	of	ADP
fuelectenerg-6946	21	23	their	their	PRON
fuelectenerg-6946	21	24	apache	apache	NOUN
fuelectenerg-6946	21	25	hadoop	hadoop	NOUN
fuelectenerg-6946	21	26	implementation	implementation	NOUN
fuelectenerg-6946	21	27	.	.	PUNCT
fuelectenerg-6946	22	1	four	four	NUM
fuelectenerg-6946	22	2	different	different	ADJ
fuelectenerg-6946	22	3	data	datum	NOUN
fuelectenerg-6946	22	4	split	split	NOUN
fuelectenerg-6946	22	5	techniques	technique	NOUN
fuelectenerg-6946	22	6	will	will	AUX
fuelectenerg-6946	22	7	be	be	AUX
fuelectenerg-6946	22	8	proposed	propose	VERB
fuelectenerg-6946	22	9	and	and	CCONJ
fuelectenerg-6946	22	10	analysed	analyse	VERB
fuelectenerg-6946	22	11	.	.	PUNCT
fuelectenerg-6946	23	1	the	the	DET
fuelectenerg-6946	23	2	techniques	technique	NOUN
fuelectenerg-6946	23	3	will	will	AUX
fuelectenerg-6946	23	4	be	be	AUX
fuelectenerg-6946	23	5	described	describe	VERB
fuelectenerg-6946	23	6	in	in	ADP
fuelectenerg-6946	23	7	detail	detail	NOUN
fuelectenerg-6946	23	8	.	.	PUNCT
fuelectenerg-6946	24	1	the	the	DET
fuelectenerg-6946	24	2	system	system	NOUN
fuelectenerg-6946	24	3	will	will	AUX
fuelectenerg-6946	24	4	be	be	AUX
fuelectenerg-6946	24	5	evaluated	evaluate	VERB
fuelectenerg-6946	24	6	on	on	ADP
fuelectenerg-6946	24	7	apache	apache	PROPN
fuelectenerg-6946	24	8	hadoop	hadoop	NOUN
fuelectenerg-6946	24	9	cluster	cluster	NOUN
fuelectenerg-6946	24	10	with	with	ADP
fuelectenerg-6946	24	11	17	17	NUM
fuelectenerg-6946	24	12	slave	slave	NOUN
fuelectenerg-6946	24	13	nodes	node	NOUN
fuelectenerg-6946	24	14	.	.	PUNCT
fuelectenerg-6946	25	1	we	we	PRON
fuelectenerg-6946	25	2	will	will	AUX
fuelectenerg-6946	25	3	show	show	VERB
fuelectenerg-6946	25	4	that	that	SCONJ
fuelectenerg-6946	25	5	processing	processing	NOUN
fuelectenerg-6946	25	6	speed	speed	NOUN
fuelectenerg-6946	25	7	can	can	AUX
fuelectenerg-6946	25	8	differ	differ	VERB
fuelectenerg-6946	25	9	for	for	ADP
fuelectenerg-6946	25	10	more	more	ADJ
fuelectenerg-6946	25	11	than	than	ADP
fuelectenerg-6946	25	12	30	30	NUM
fuelectenerg-6946	25	13	%	%	NOUN
fuelectenerg-6946	25	14	depending	depend	VERB
fuelectenerg-6946	25	15	on	on	ADP
fuelectenerg-6946	25	16	chosen	choose	VERB
fuelectenerg-6946	25	17	input	input	NOUN
fuelectenerg-6946	25	18	split	split	NOUN
fuelectenerg-6946	25	19	design	design	NOUN
fuelectenerg-6946	25	20	strategy	strategy	NOUN
fuelectenerg-6946	25	21	.	.	PUNCT
fuelectenerg-6946	26	1	additionally	additionally	ADV
fuelectenerg-6946	26	2	,	,	PUNCT
fuelectenerg-6946	26	3	we	we	PRON
fuelectenerg-6946	26	4	’ll	’ll	AUX
fuelectenerg-6946	26	5	show	show	VERB
fuelectenerg-6946	26	6	that	that	SCONJ
fuelectenerg-6946	26	7	malicious	malicious	ADJ
fuelectenerg-6946	26	8	level	level	NOUN
fuelectenerg-6946	26	9	of	of	ADP
fuelectenerg-6946	26	10	network	network	NOUN
fuelectenerg-6946	26	11	traffic	traffic	NOUN
fuelectenerg-6946	26	12	can	can	AUX
fuelectenerg-6946	26	13	slow	slow	VERB
fuelectenerg-6946	26	14	down	down	ADP
fuelectenerg-6946	26	15	the	the	DET
fuelectenerg-6946	26	16	processing	processing	NOUN
fuelectenerg-6946	26	17	time	time	NOUN
fuelectenerg-6946	26	18	,	,	PUNCT
fuelectenerg-6946	26	19	in	in	ADP
fuelectenerg-6946	26	20	our	our	PRON
fuelectenerg-6946	26	21	case	case	NOUN
fuelectenerg-6946	26	22	,	,	PUNCT
fuelectenerg-6946	26	23	for	for	ADP
fuelectenerg-6946	26	24	nearly	nearly	ADV
fuelectenerg-6946	26	25	20	20	NUM
fuelectenerg-6946	26	26	%	%	NOUN
fuelectenerg-6946	26	27	.	.	PUNCT
fuelectenerg-6946	27	1	the	the	DET
fuelectenerg-6946	27	2	scalability	scalability	NOUN
fuelectenerg-6946	27	3	of	of	ADP
fuelectenerg-6946	27	4	the	the	DET
fuelectenerg-6946	27	5	system	system	NOUN
fuelectenerg-6946	27	6	will	will	AUX
fuelectenerg-6946	27	7	also	also	ADV
fuelectenerg-6946	27	8	be	be	AUX
fuelectenerg-6946	27	9	discussed	discuss	VERB
fuelectenerg-6946	27	10	.	.	PUNCT
fuelectenerg-6946	28	1	key	key	ADJ
fuelectenerg-6946	28	2	words	word	NOUN
fuelectenerg-6946	28	3	:	:	PUNCT
fuelectenerg-6946	28	4	network	network	NOUN
fuelectenerg-6946	28	5	intrusion	intrusion	PROPN
fuelectenerg-6946	28	6	detection	detection	NOUN
fuelectenerg-6946	28	7	,	,	PUNCT
fuelectenerg-6946	28	8	cloud	cloud	NOUN
fuelectenerg-6946	28	9	computing	computing	NOUN
fuelectenerg-6946	28	10	,	,	PUNCT
fuelectenerg-6946	28	11	apache	apache	NOUN
fuelectenerg-6946	28	12	hadoop	hadoop	NOUN
fuelectenerg-6946	28	13	.	.	PUNCT
fuelectenerg-6946	29	1	©	©	PROPN
fuelectenerg-6946	29	2	2021	2021	NUM
fuelectenerg-6946	29	3	by	by	ADP
fuelectenerg-6946	29	4	university	university	PROPN
fuelectenerg-6946	29	5	of	of	ADP
fuelectenerg-6946	29	6	niš	niš	PROPN
fuelectenerg-6946	29	7	,	,	PUNCT
fuelectenerg-6946	29	8	serbia	serbia	PROPN
fuelectenerg-6946	29	9	|	|	ADV
fuelectenerg-6946	29	10	creative	creative	ADJ
fuelectenerg-6946	29	11	commons	common	NOUN
fuelectenerg-6946	29	12	license	license	NOUN
fuelectenerg-6946	29	13	:	:	PUNCT
fuelectenerg-6946	29	14	cc	cc	VERB
fuelectenerg-6946	29	15	by	by	ADP
fuelectenerg-6946	29	16	-	-	PUNCT
fuelectenerg-6946	29	17	nc	nc	VERB
fuelectenerg-6946	29	18	-	-	PUNCT
fuelectenerg-6946	29	19	nd	nd	ADV
fuelectenerg-6946	29	20	original	original	ADJ
fuelectenerg-6946	29	21	scientific	scientific	ADJ
fuelectenerg-6946	29	22	paper	paper	NOUN
fuelectenerg-6946	29	23	facta	facta	PROPN
fuelectenerg-6946	29	24	universitatis	universitatis	PROPN
fuelectenerg-6946	29	25	series	series	NOUN
fuelectenerg-6946	29	26	:	:	PUNCT
fuelectenerg-6946	29	27	electronics	electronic	NOUN
fuelectenerg-6946	29	28	and	and	CCONJ
fuelectenerg-6946	29	29	energetics	energetics	NOUN
fuelectenerg-6946	29	30	vol	vol	NOUN
fuelectenerg-6946	29	31	.	.	PUNCT
fuelectenerg-6946	30	1	34	34	NUM
fuelectenerg-6946	30	2	,	,	PUNCT
fuelectenerg-6946	30	3	no	no	DET
fuelectenerg-6946	30	4	2	2	NUM
fuelectenerg-6946	30	5	,	,	PUNCT
fuelectenerg-6946	30	6	june	june	PROPN
fuelectenerg-6946	30	7	2021	2021	NUM
fuelectenerg-6946	30	8	,	,	PUNCT
fuelectenerg-6946	30	9	pp	pp	ADV
fuelectenerg-6946	30	10	.	.	PUNCT
fuelectenerg-6946	31	1	239	239	NUM
fuelectenerg-6946	31	2	257	257	NUM
fuelectenerg-6946	31	3	https://doi.org/10.2298/fuee2102239c	https://doi.org/10.2298/fuee2102239c	PROPN
fuelectenerg-6946	31	4	vladimir	vladimir	PROPN
fuelectenerg-6946	31	5	ćirić	ćirić	PROPN
fuelectenerg-6946	31	6	,	,	PUNCT
fuelectenerg-6946	31	7	dušan	dušan	PROPN
fuelectenerg-6946	31	8	cvetković	cvetković	PROPN
fuelectenerg-6946	31	9	,	,	PUNCT
fuelectenerg-6946	31	10	nadja	nadja	PROPN
fuelectenerg-6946	31	11	gavrilović	gavrilović	PROPN
fuelectenerg-6946	31	12	,	,	PUNCT
fuelectenerg-6946	31	13	natalija	natalija	ADJ
fuelectenerg-6946	31	14	stojanović	stojanović	PROPN
fuelectenerg-6946	31	15	,	,	PUNCT
fuelectenerg-6946	31	16	ivan	ivan	PROPN
fuelectenerg-6946	31	17	milentijević	milentijević	PROPN
fuelectenerg-6946	31	18	received	receive	VERB
fuelectenerg-6946	31	19	september	september	PROPN
fuelectenerg-6946	31	20	16	16	NUM
fuelectenerg-6946	31	21	,	,	PUNCT
fuelectenerg-6946	31	22	2020	2020	NUM
fuelectenerg-6946	31	23	;	;	PUNCT
fuelectenerg-6946	31	24	received	receive	VERB
fuelectenerg-6946	31	25	in	in	ADP
fuelectenerg-6946	31	26	revised	revise	VERB
fuelectenerg-6946	31	27	form	form	NOUN
fuelectenerg-6946	31	28	october	october	PROPN
fuelectenerg-6946	31	29	28	28	NUM
fuelectenerg-6946	31	30	,	,	PUNCT
fuelectenerg-6946	31	31	2020	2020	NUM
fuelectenerg-6946	31	32	corresponding	correspond	VERB
fuelectenerg-6946	31	33	author	author	NOUN
fuelectenerg-6946	31	34	:	:	PUNCT
fuelectenerg-6946	31	35	vladimir	vladimir	PROPN
fuelectenerg-6946	31	36	m.	m.	PROPN
fuelectenerg-6946	31	37	ćirič	ćirič	ADV
fuelectenerg-6946	31	38	faculty	faculty	NOUN
fuelectenerg-6946	31	39	of	of	ADP
fuelectenerg-6946	31	40	electronic	electronic	ADJ
fuelectenerg-6946	31	41	engineering	engineering	NOUN
fuelectenerg-6946	31	42	,	,	PUNCT
fuelectenerg-6946	31	43	computer	computer	NOUN
fuelectenerg-6946	31	44	science	science	NOUN
fuelectenerg-6946	31	45	department	department	PROPN
fuelectenerg-6946	31	46	,	,	PUNCT
fuelectenerg-6946	31	47	aleksandra	aleksandra	PROPN
fuelectenerg-6946	31	48	medvedeva	medvedeva	PROPN
fuelectenerg-6946	31	49	14	14	NUM
fuelectenerg-6946	31	50	,	,	PUNCT
fuelectenerg-6946	31	51	18000	18000	NUM
fuelectenerg-6946	31	52	niš	niš	NOUN
fuelectenerg-6946	31	53	,	,	PUNCT
fuelectenerg-6946	31	54	serbia	serbia	PROPN
fuelectenerg-6946	31	55	e	e	NOUN
fuelectenerg-6946	31	56	-	-	NOUN
fuelectenerg-6946	31	57	mail	mail	NOUN
fuelectenerg-6946	31	58	:	:	PUNCT
fuelectenerg-6946	31	59	vladimir.ciric@elfak.ni.ac.rs	vladimir.ciric@elfak.ni.ac.rs	ADJ
fuelectenerg-6946	31	60	facta	facta	PROPN
fuelectenerg-6946	31	61	universitatis	universitatis	PROPN
fuelectenerg-6946	31	62	series	series	NOUN
fuelectenerg-6946	31	63	:	:	PUNCT
fuelectenerg-6946	31	64	electronics	electronic	NOUN
fuelectenerg-6946	31	65	and	and	CCONJ
fuelectenerg-6946	31	66	energetics	energetics	NOUN
fuelectenerg-6946	31	67	vol	vol	NOUN
fuelectenerg-6946	31	68	.	.	PUNCT
fuelectenerg-6946	32	1	28	28	NUM
fuelectenerg-6946	32	2	,	,	PUNCT
fuelectenerg-6946	32	3	no	no	DET
fuelectenerg-6946	32	4	4	4	NUM
fuelectenerg-6946	32	5	,	,	PUNCT
fuelectenerg-6946	32	6	december	december	PROPN
fuelectenerg-6946	32	7	2015	2015	NUM
fuelectenerg-6946	32	8	,	,	PUNCT
fuelectenerg-6946	32	9	pp	pp	ADJ
fuelectenerg-6946	32	10	.	.	PUNCT
fuelectenerg-6946	33	1	507	507	NUM
fuelectenerg-6946	33	2	525	525	NUM
fuelectenerg-6946	33	3	doi	doi	NOUN
fuelectenerg-6946	33	4	:	:	PUNCT
fuelectenerg-6946	33	5	10.2298	10.2298	NUM
fuelectenerg-6946	33	6	/	/	SYM
fuelectenerg-6946	33	7	fuee1504507s	fuee1504507	VERB
fuelectenerg-6946	33	8	horizontal	horizontal	ADJ
fuelectenerg-6946	33	9	current	current	ADJ
fuelectenerg-6946	33	10	bipolar	bipolar	ADJ
fuelectenerg-6946	33	11	transistor	transistor	NOUN
fuelectenerg-6946	33	12	(	(	PUNCT
fuelectenerg-6946	33	13	hcbt	hcbt	NOUN
fuelectenerg-6946	33	14	)	)	PUNCT
fuelectenerg-6946	33	15	–	–	PUNCT
fuelectenerg-6946	33	16	a	a	DET
fuelectenerg-6946	33	17	low	low	ADJ
fuelectenerg-6946	33	18	-	-	PUNCT
fuelectenerg-6946	33	19	cost	cost	NOUN
fuelectenerg-6946	33	20	,	,	PUNCT
fuelectenerg-6946	33	21	high	high	ADJ
fuelectenerg-6946	33	22	-	-	PUNCT
fuelectenerg-6946	33	23	performance	performance	NOUN
fuelectenerg-6946	33	24	flexible	flexible	ADJ
fuelectenerg-6946	33	25	bicmos	bicmos	PROPN
fuelectenerg-6946	33	26	technology	technology	PROPN
fuelectenerg-6946	33	27	for	for	ADP
fuelectenerg-6946	33	28	rf	rf	PRON
fuelectenerg-6946	33	29	communication	communication	NOUN
fuelectenerg-6946	33	30	applications	applications	PROPN
fuelectenerg-6946	33	31	tomislav	tomislav	PROPN
fuelectenerg-6946	33	32	suligoj1	suligoj1	PROPN
fuelectenerg-6946	33	33	,	,	PUNCT
fuelectenerg-6946	33	34	marko	marko	PROPN
fuelectenerg-6946	33	35	koričić1	koričić1	PROPN
fuelectenerg-6946	33	36	,	,	PUNCT
fuelectenerg-6946	33	37	josip	josip	PROPN
fuelectenerg-6946	33	38	žilak1	žilak1	PROPN
fuelectenerg-6946	33	39	,	,	PUNCT
fuelectenerg-6946	33	40	hidenori	hidenori	PROPN
fuelectenerg-6946	33	41	mochizuki2	mochizuki2	PROPN
fuelectenerg-6946	33	42	,	,	PUNCT
fuelectenerg-6946	33	43	so	so	ADV
fuelectenerg-6946	33	44	-	-	PUNCT
fuelectenerg-6946	33	45	ichi	ichi	ADJ
fuelectenerg-6946	33	46	morita2	morita2	NOUN
fuelectenerg-6946	33	47	,	,	PUNCT
fuelectenerg-6946	33	48	katsumi	katsumi	PROPN
fuelectenerg-6946	33	49	shinomura2	shinomura2	PROPN
fuelectenerg-6946	33	50	,	,	PUNCT
fuelectenerg-6946	33	51	hisaya	hisaya	NOUN
fuelectenerg-6946	33	52	imai2	imai2	PROPN
fuelectenerg-6946	33	53	1university	1university	NUM
fuelectenerg-6946	33	54	of	of	ADP
fuelectenerg-6946	33	55	zagreb	zagreb	PROPN
fuelectenerg-6946	33	56	,	,	PUNCT
fuelectenerg-6946	33	57	faculty	faculty	NOUN
fuelectenerg-6946	33	58	of	of	ADP
fuelectenerg-6946	33	59	electrical	electrical	ADJ
fuelectenerg-6946	33	60	engineering	engineering	NOUN
fuelectenerg-6946	33	61	and	and	CCONJ
fuelectenerg-6946	33	62	computing	computing	NOUN
fuelectenerg-6946	33	63	,	,	PUNCT
fuelectenerg-6946	33	64	department	department	NOUN
fuelectenerg-6946	33	65	of	of	ADP
fuelectenerg-6946	33	66	electronics	electronic	NOUN
fuelectenerg-6946	33	67	,	,	PUNCT
fuelectenerg-6946	33	68	microand	microand	NOUN
fuelectenerg-6946	33	69	nano	nano	NOUN
fuelectenerg-6946	33	70	-	-	PUNCT
fuelectenerg-6946	33	71	electronics	electronic	NOUN
fuelectenerg-6946	33	72	laboratory	laboratory	NOUN
fuelectenerg-6946	33	73	,	,	PUNCT
fuelectenerg-6946	33	74	croatia	croatia	PROPN
fuelectenerg-6946	33	75	2asahi	2asahi	PROPN
fuelectenerg-6946	33	76	kasei	kasei	PROPN
fuelectenerg-6946	33	77	microdevices	microdevices	PROPN
fuelectenerg-6946	33	78	co.	co.	PROPN
fuelectenerg-6946	33	79	5	5	NUM
fuelectenerg-6946	33	80	-	-	SYM
fuelectenerg-6946	33	81	4960	4960	NUM
fuelectenerg-6946	33	82	,	,	PUNCT
fuelectenerg-6946	33	83	nobeoka	nobeoka	NOUN
fuelectenerg-6946	33	84	,	,	PUNCT
fuelectenerg-6946	33	85	miyazaki	miyazaki	PROPN
fuelectenerg-6946	33	86	,	,	PUNCT
fuelectenerg-6946	33	87	882	882	NUM
fuelectenerg-6946	33	88	-	-	SYM
fuelectenerg-6946	33	89	0031	0031	NUM
fuelectenerg-6946	33	90	,	,	PUNCT
fuelectenerg-6946	33	91	japan	japan	PROPN
fuelectenerg-6946	33	92	abstract	abstract	PROPN
fuelectenerg-6946	33	93	.	.	PUNCT
fuelectenerg-6946	34	1	in	in	ADP
fuelectenerg-6946	34	2	an	an	DET
fuelectenerg-6946	34	3	overview	overview	NOUN
fuelectenerg-6946	34	4	of	of	ADP
fuelectenerg-6946	34	5	horizontal	horizontal	ADJ
fuelectenerg-6946	34	6	current	current	ADJ
fuelectenerg-6946	34	7	bipolar	bipolar	ADJ
fuelectenerg-6946	34	8	transistor	transistor	NOUN
fuelectenerg-6946	34	9	(	(	PUNCT
fuelectenerg-6946	34	10	hcbt	hcbt	NOUN
fuelectenerg-6946	34	11	)	)	PUNCT
fuelectenerg-6946	34	12	technology	technology	NOUN
fuelectenerg-6946	34	13	,	,	PUNCT
fuelectenerg-6946	34	14	the	the	DET
fuelectenerg-6946	34	15	state	state	NOUN
fuelectenerg-6946	34	16	-	-	PUNCT
fuelectenerg-6946	34	17	of	of	ADP
fuelectenerg-6946	34	18	-	-	PUNCT
fuelectenerg-6946	34	19	the	the	DET
fuelectenerg-6946	34	20	-	-	PUNCT
fuelectenerg-6946	34	21	art	art	NOUN
fuelectenerg-6946	34	22	integrated	integrate	VERB
fuelectenerg-6946	34	23	silicon	silicon	NOUN
fuelectenerg-6946	34	24	bipolar	bipolar	ADJ
fuelectenerg-6946	34	25	transistors	transistor	NOUN
fuelectenerg-6946	34	26	are	be	AUX
fuelectenerg-6946	34	27	described	describe	VERB
fuelectenerg-6946	34	28	which	which	PRON
fuelectenerg-6946	34	29	exhibit	exhibit	VERB
fuelectenerg-6946	34	30	ft	ft	PROPN
fuelectenerg-6946	34	31	and	and	CCONJ
fuelectenerg-6946	34	32	fmax	fmax	PROPN
fuelectenerg-6946	34	33	of	of	ADP
fuelectenerg-6946	34	34	51	51	NUM
fuelectenerg-6946	34	35	ghz	ghz	NOUN
fuelectenerg-6946	34	36	and	and	CCONJ
fuelectenerg-6946	34	37	61	61	NUM
fuelectenerg-6946	34	38	ghz	ghz	NOUN
fuelectenerg-6946	34	39	and	and	CCONJ
fuelectenerg-6946	34	40	ftbvceo	ftbvceo	ADJ
fuelectenerg-6946	34	41	product	product	NOUN
fuelectenerg-6946	34	42	of	of	ADP
fuelectenerg-6946	34	43	173	173	NUM
fuelectenerg-6946	34	44	ghzv	ghzv	NOUN
fuelectenerg-6946	34	45	that	that	PRON
fuelectenerg-6946	34	46	are	be	AUX
fuelectenerg-6946	34	47	among	among	ADP
fuelectenerg-6946	34	48	the	the	DET
fuelectenerg-6946	34	49	highest	high	ADJ
fuelectenerg-6946	34	50	-	-	PUNCT
fuelectenerg-6946	34	51	performance	performance	NOUN
fuelectenerg-6946	34	52	implanted	implant	VERB
fuelectenerg-6946	34	53	-	-	PUNCT
fuelectenerg-6946	34	54	base	base	NOUN
fuelectenerg-6946	34	55	,	,	PUNCT
fuelectenerg-6946	34	56	silicon	silicon	NOUN
fuelectenerg-6946	34	57	bipolar	bipolar	ADJ
fuelectenerg-6946	34	58	transistors	transistor	NOUN
fuelectenerg-6946	34	59	.	.	PUNCT
fuelectenerg-6946	35	1	hbct	hbct	ADV
fuelectenerg-6946	35	2	is	be	AUX
fuelectenerg-6946	35	3	integrated	integrate	VERB
fuelectenerg-6946	35	4	with	with	ADP
fuelectenerg-6946	35	5	cmos	cmos	PROPN
fuelectenerg-6946	35	6	in	in	ADP
fuelectenerg-6946	35	7	a	a	DET
fuelectenerg-6946	35	8	considerably	considerably	ADV
fuelectenerg-6946	35	9	lower	low	ADJ
fuelectenerg-6946	35	10	-	-	PUNCT
fuelectenerg-6946	35	11	cost	cost	NOUN
fuelectenerg-6946	35	12	fabrication	fabrication	NOUN
fuelectenerg-6946	35	13	sequence	sequence	NOUN
fuelectenerg-6946	35	14	as	as	ADP
fuelectenerg-6946	35	15	compared	compare	VERB
fuelectenerg-6946	35	16	to	to	ADP
fuelectenerg-6946	35	17	standard	standard	ADJ
fuelectenerg-6946	35	18	vertical	vertical	ADJ
fuelectenerg-6946	35	19	-	-	PUNCT
fuelectenerg-6946	35	20	current	current	ADJ
fuelectenerg-6946	35	21	bipolar	bipolar	ADJ
fuelectenerg-6946	35	22	transistors	transistor	NOUN
fuelectenerg-6946	35	23	with	with	ADP
fuelectenerg-6946	35	24	only	only	ADV
fuelectenerg-6946	35	25	2	2	NUM
fuelectenerg-6946	35	26	or	or	CCONJ
fuelectenerg-6946	35	27	3	3	NUM
fuelectenerg-6946	35	28	additional	additional	ADJ
fuelectenerg-6946	35	29	masks	mask	NOUN
fuelectenerg-6946	35	30	and	and	CCONJ
fuelectenerg-6946	35	31	fewer	few	ADJ
fuelectenerg-6946	35	32	process	process	NOUN
fuelectenerg-6946	35	33	steps	step	NOUN
fuelectenerg-6946	35	34	.	.	PUNCT
fuelectenerg-6946	36	1	due	due	ADP
fuelectenerg-6946	36	2	to	to	ADP
fuelectenerg-6946	36	3	its	its	PRON
fuelectenerg-6946	36	4	specific	specific	ADJ
fuelectenerg-6946	36	5	structure	structure	NOUN
fuelectenerg-6946	36	6	,	,	PUNCT
fuelectenerg-6946	36	7	the	the	DET
fuelectenerg-6946	36	8	charge	charge	NOUN
fuelectenerg-6946	36	9	sharing	sharing	NOUN
fuelectenerg-6946	36	10	effect	effect	NOUN
fuelectenerg-6946	36	11	can	can	AUX
fuelectenerg-6946	36	12	be	be	AUX
fuelectenerg-6946	36	13	employed	employ	VERB
fuelectenerg-6946	36	14	to	to	PART
fuelectenerg-6946	36	15	increase	increase	VERB
fuelectenerg-6946	36	16	bvceo	bvceo	ADV
fuelectenerg-6946	36	17	without	without	ADP
fuelectenerg-6946	36	18	sacrificing	sacrifice	VERB
fuelectenerg-6946	36	19	ft	ft	X
fuelectenerg-6946	36	20	and	and	CCONJ
fuelectenerg-6946	36	21	fmax	fmax	PROPN
fuelectenerg-6946	36	22	.	.	PUNCT
fuelectenerg-6946	37	1	moreover	moreover	ADV
fuelectenerg-6946	37	2	,	,	PUNCT
fuelectenerg-6946	37	3	the	the	DET
fuelectenerg-6946	37	4	electric	electric	ADJ
fuelectenerg-6946	37	5	field	field	NOUN
fuelectenerg-6946	37	6	can	can	AUX
fuelectenerg-6946	37	7	be	be	AUX
fuelectenerg-6946	37	8	engineered	engineer	VERB
fuelectenerg-6946	37	9	just	just	ADV
fuelectenerg-6946	37	10	by	by	ADP
fuelectenerg-6946	37	11	manipulating	manipulate	VERB
fuelectenerg-6946	37	12	the	the	DET
fuelectenerg-6946	37	13	lithography	lithography	NOUN
fuelectenerg-6946	37	14	masks	mask	NOUN
fuelectenerg-6946	37	15	achieving	achieve	VERB
fuelectenerg-6946	37	16	the	the	DET
fuelectenerg-6946	37	17	high	high	ADJ
fuelectenerg-6946	37	18	-	-	PUNCT
fuelectenerg-6946	37	19	voltage	voltage	NOUN
fuelectenerg-6946	37	20	hcbts	hcbt	NOUN
fuelectenerg-6946	37	21	with	with	ADP
fuelectenerg-6946	37	22	breakdowns	breakdown	NOUN
fuelectenerg-6946	37	23	up	up	ADP
fuelectenerg-6946	37	24	to	to	PART
fuelectenerg-6946	37	25	36	36	NUM
fuelectenerg-6946	37	26	v	v	NOUN
fuelectenerg-6946	37	27	integrated	integrate	VERB
fuelectenerg-6946	37	28	in	in	ADP
fuelectenerg-6946	37	29	the	the	DET
fuelectenerg-6946	37	30	same	same	ADJ
fuelectenerg-6946	37	31	process	process	NOUN
fuelectenerg-6946	37	32	flow	flow	NOUN
fuelectenerg-6946	37	33	with	with	ADP
fuelectenerg-6946	37	34	high	high	ADJ
fuelectenerg-6946	37	35	-	-	PUNCT
fuelectenerg-6946	37	36	speed	speed	NOUN
fuelectenerg-6946	37	37	devices	device	NOUN
fuelectenerg-6946	37	38	,	,	PUNCT
fuelectenerg-6946	37	39	i.e.	i.e.	X
fuelectenerg-6946	37	40	at	at	ADP
fuelectenerg-6946	37	41	zero	zero	NUM
fuelectenerg-6946	37	42	additional	additional	ADJ
fuelectenerg-6946	37	43	costs	cost	NOUN
fuelectenerg-6946	37	44	.	.	PUNCT
fuelectenerg-6946	38	1	double	double	ADJ
fuelectenerg-6946	38	2	-	-	PUNCT
fuelectenerg-6946	38	3	balanced	balanced	ADJ
fuelectenerg-6946	38	4	active	active	ADJ
fuelectenerg-6946	38	5	mixer	mixer	NOUN
fuelectenerg-6946	38	6	circuit	circuit	NOUN
fuelectenerg-6946	38	7	is	be	AUX
fuelectenerg-6946	38	8	designed	design	VERB
fuelectenerg-6946	38	9	and	and	CCONJ
fuelectenerg-6946	38	10	fabricated	fabricate	VERB
fuelectenerg-6946	38	11	in	in	ADP
fuelectenerg-6946	38	12	hcbt	hcbt	NOUN
fuelectenerg-6946	38	13	technology	technology	NOUN
fuelectenerg-6946	38	14	.	.	PUNCT
fuelectenerg-6946	39	1	the	the	DET
fuelectenerg-6946	39	2	maximum	maximum	ADJ
fuelectenerg-6946	39	3	iip3	iip3	NOUN
fuelectenerg-6946	39	4	of	of	ADP
fuelectenerg-6946	39	5	17.7	17.7	NUM
fuelectenerg-6946	39	6	dbm	dbm	NOUN
fuelectenerg-6946	39	7	at	at	ADP
fuelectenerg-6946	39	8	mixer	mixer	PROPN
fuelectenerg-6946	39	9	current	current	ADJ
fuelectenerg-6946	39	10	of	of	ADP
fuelectenerg-6946	39	11	9.2	9.2	NUM
fuelectenerg-6946	39	12	ma	ma	PROPN
fuelectenerg-6946	39	13	and	and	CCONJ
fuelectenerg-6946	39	14	conversion	conversion	NOUN
fuelectenerg-6946	39	15	gain	gain	NOUN
fuelectenerg-6946	39	16	of	of	ADP
fuelectenerg-6946	39	17	-5	-5	INTJ
fuelectenerg-6946	39	18	db	db	PROPN
fuelectenerg-6946	39	19	are	be	AUX
fuelectenerg-6946	39	20	achieved	achieve	VERB
fuelectenerg-6946	39	21	.	.	PUNCT
fuelectenerg-6946	40	1	key	key	ADJ
fuelectenerg-6946	40	2	words	word	NOUN
fuelectenerg-6946	40	3	:	:	PUNCT
fuelectenerg-6946	40	4	bicmos	bicmos	ADJ
fuelectenerg-6946	40	5	technology	technology	NOUN
fuelectenerg-6946	40	6	,	,	PUNCT
fuelectenerg-6946	40	7	bipolar	bipolar	ADJ
fuelectenerg-6946	40	8	transistors	transistor	NOUN
fuelectenerg-6946	40	9	,	,	PUNCT
fuelectenerg-6946	40	10	horizontal	horizontal	ADJ
fuelectenerg-6946	40	11	current	current	ADJ
fuelectenerg-6946	40	12	bipolar	bipolar	ADJ
fuelectenerg-6946	40	13	transistor	transistor	NOUN
fuelectenerg-6946	40	14	,	,	PUNCT
fuelectenerg-6946	40	15	radio	radio	NOUN
fuelectenerg-6946	40	16	frequency	frequency	NOUN
fuelectenerg-6946	40	17	integrated	integrate	VERB
fuelectenerg-6946	40	18	circuits	circuit	NOUN
fuelectenerg-6946	40	19	,	,	PUNCT
fuelectenerg-6946	40	20	mixer	mixer	NOUN
fuelectenerg-6946	40	21	,	,	PUNCT
fuelectenerg-6946	40	22	high	high	ADJ
fuelectenerg-6946	40	23	-	-	PUNCT
fuelectenerg-6946	40	24	voltage	voltage	NOUN
fuelectenerg-6946	40	25	bipolar	bipolar	ADJ
fuelectenerg-6946	40	26	transistors	transistor	NOUN
fuelectenerg-6946	40	27	.	.	PUNCT
fuelectenerg-6946	41	1	1	1	X
fuelectenerg-6946	41	2	.	.	X
fuelectenerg-6946	41	3	introduction	introduction	NOUN
fuelectenerg-6946	41	4	in	in	ADP
fuelectenerg-6946	41	5	the	the	DET
fuelectenerg-6946	41	6	highly	highly	ADV
fuelectenerg-6946	41	7	competitive	competitive	ADJ
fuelectenerg-6946	41	8	wireless	wireless	ADJ
fuelectenerg-6946	41	9	communication	communication	NOUN
fuelectenerg-6946	41	10	markets	market	NOUN
fuelectenerg-6946	41	11	,	,	PUNCT
fuelectenerg-6946	41	12	the	the	DET
fuelectenerg-6946	41	13	rf	rf	ADJ
fuelectenerg-6946	41	14	circuits	circuit	NOUN
fuelectenerg-6946	41	15	and	and	CCONJ
fuelectenerg-6946	41	16	systems	system	NOUN
fuelectenerg-6946	41	17	are	be	AUX
fuelectenerg-6946	41	18	fabricated	fabricate	VERB
fuelectenerg-6946	41	19	in	in	ADP
fuelectenerg-6946	41	20	the	the	DET
fuelectenerg-6946	41	21	technologies	technology	NOUN
fuelectenerg-6946	41	22	that	that	PRON
fuelectenerg-6946	41	23	are	be	AUX
fuelectenerg-6946	41	24	very	very	ADV
fuelectenerg-6946	41	25	cost	cost	NOUN
fuelectenerg-6946	41	26	-	-	PUNCT
fuelectenerg-6946	41	27	sensitive	sensitive	ADJ
fuelectenerg-6946	41	28	.	.	PUNCT
fuelectenerg-6946	42	1	in	in	ADP
fuelectenerg-6946	42	2	order	order	NOUN
fuelectenerg-6946	42	3	to	to	PART
fuelectenerg-6946	42	4	minimize	minimize	VERB
fuelectenerg-6946	42	5	the	the	DET
fuelectenerg-6946	42	6	fabrication	fabrication	NOUN
fuelectenerg-6946	42	7	costs	cost	NOUN
fuelectenerg-6946	42	8	,	,	PUNCT
fuelectenerg-6946	42	9	the	the	DET
fuelectenerg-6946	42	10	sub-10	sub-10	NUM
fuelectenerg-6946	42	11	ghz	ghz	NOUN
fuelectenerg-6946	42	12	applications	application	NOUN
fuelectenerg-6946	42	13	can	can	AUX
fuelectenerg-6946	42	14	be	be	AUX
fuelectenerg-6946	42	15	processed	process	VERB
fuelectenerg-6946	42	16	by	by	ADP
fuelectenerg-6946	42	17	using	use	VERB
fuelectenerg-6946	42	18	the	the	DET
fuelectenerg-6946	42	19	high	high	ADJ
fuelectenerg-6946	42	20	-	-	PUNCT
fuelectenerg-6946	42	21	volume	volume	NOUN
fuelectenerg-6946	42	22	silicon	silicon	NOUN
fuelectenerg-6946	42	23	technologies	technology	NOUN
fuelectenerg-6946	42	24	.	.	PUNCT
fuelectenerg-6946	43	1	it	it	PRON
fuelectenerg-6946	43	2	has	have	AUX
fuelectenerg-6946	43	3	been	be	AUX
fuelectenerg-6946	43	4	identified	identify	VERB
fuelectenerg-6946	43	5	that	that	SCONJ
fuelectenerg-6946	43	6	the	the	DET
fuelectenerg-6946	43	7	optimum	optimum	ADJ
fuelectenerg-6946	43	8	solution	solution	NOUN
fuelectenerg-6946	43	9	might	might	AUX
fuelectenerg-6946	43	10	received	receive	VERB
fuelectenerg-6946	43	11	march	march	PROPN
fuelectenerg-6946	43	12	9	9	NUM
fuelectenerg-6946	43	13	,	,	PUNCT
fuelectenerg-6946	43	14	2015	2015	NUM
fuelectenerg-6946	43	15	corresponding	correspond	VERB
fuelectenerg-6946	43	16	author	author	NOUN
fuelectenerg-6946	43	17	:	:	PUNCT
fuelectenerg-6946	43	18	tomislav	tomislav	PROPN
fuelectenerg-6946	43	19	suligoj	suligoj	PROPN
fuelectenerg-6946	43	20	university	university	PROPN
fuelectenerg-6946	43	21	of	of	ADP
fuelectenerg-6946	43	22	zagreb	zagreb	PROPN
fuelectenerg-6946	43	23	,	,	PUNCT
fuelectenerg-6946	43	24	faculty	faculty	NOUN
fuelectenerg-6946	43	25	of	of	ADP
fuelectenerg-6946	43	26	electrical	electrical	ADJ
fuelectenerg-6946	43	27	engineering	engineering	NOUN
fuelectenerg-6946	43	28	and	and	CCONJ
fuelectenerg-6946	43	29	computing	computing	NOUN
fuelectenerg-6946	43	30	,	,	PUNCT
fuelectenerg-6946	43	31	department	department	NOUN
fuelectenerg-6946	43	32	of	of	ADP
fuelectenerg-6946	43	33	electronics	electronic	NOUN
fuelectenerg-6946	43	34	,	,	PUNCT
fuelectenerg-6946	43	35	microand	microand	NOUN
fuelectenerg-6946	43	36	nano	nano	NOUN
fuelectenerg-6946	43	37	-	-	PUNCT
fuelectenerg-6946	43	38	electronics	electronic	NOUN
fuelectenerg-6946	43	39	laboratory	laboratory	NOUN
fuelectenerg-6946	43	40	,	,	PUNCT
fuelectenerg-6946	43	41	croatia	croatia	PROPN
fuelectenerg-6946	43	42	(	(	PUNCT
fuelectenerg-6946	43	43	e	e	NOUN
fuelectenerg-6946	43	44	-	-	NOUN
fuelectenerg-6946	43	45	mail	mail	NOUN
fuelectenerg-6946	43	46	:	:	PUNCT
fuelectenerg-6946	43	47	tom@zemris.fer.hr	tom@zemris.fer.hr	X
fuelectenerg-6946	43	48	)	)	PUNCT
fuelectenerg-6946	43	49	input	input	NOUN
fuelectenerg-6946	43	50	splits	split	VERB
fuelectenerg-6946	43	51	design	design	NOUN
fuelectenerg-6946	43	52	techniques	technique	NOUN
fuelectenerg-6946	43	53	for	for	ADP
fuelectenerg-6946	43	54	network	network	NOUN
fuelectenerg-6946	43	55	intrusion	intrusion	NOUN
fuelectenerg-6946	43	56	detection	detection	NOUN
fuelectenerg-6946	43	57	on	on	ADP
fuelectenerg-6946	43	58	hadoop	hadoop	NOUN
fuelectenerg-6946	43	59	cluster	cluster	NOUN
fuelectenerg-6946	43	60	university	university	PROPN
fuelectenerg-6946	43	61	of	of	ADP
fuelectenerg-6946	43	62	niš	niš	PROPN
fuelectenerg-6946	43	63	,	,	PUNCT
fuelectenerg-6946	43	64	faculty	faculty	NOUN
fuelectenerg-6946	43	65	of	of	ADP
fuelectenerg-6946	43	66	electronic	electronic	ADJ
fuelectenerg-6946	43	67	engieering	engieering	NOUN
fuelectenerg-6946	43	68	,	,	PUNCT
fuelectenerg-6946	43	69	niš	niš	NOUN
fuelectenerg-6946	43	70	,	,	PUNCT
fuelectenerg-6946	43	71	serbia	serbia	PROPN
fuelectenerg-6946	43	72	abstract	abstract	PROPN
fuelectenerg-6946	43	73	.	.	PUNCT
fuelectenerg-6946	44	1	intrusion	intrusion	NOUN
fuelectenerg-6946	44	2	detection	detection	NOUN
fuelectenerg-6946	44	3	system	system	NOUN
fuelectenerg-6946	44	4	(	(	PUNCT
fuelectenerg-6946	44	5	ids	id	NOUN
fuelectenerg-6946	44	6	)	)	PUNCT
fuelectenerg-6946	44	7	is	be	AUX
fuelectenerg-6946	44	8	one	one	NUM
fuelectenerg-6946	44	9	of	of	ADP
fuelectenerg-6946	44	10	the	the	DET
fuelectenerg-6946	44	11	most	most	ADV
fuelectenerg-6946	44	12	important	important	ADJ
fuelectenerg-6946	44	13	components	component	NOUN
fuelectenerg-6946	44	14	being	be	AUX
fuelectenerg-6946	44	15	used	use	VERB
fuelectenerg-6946	44	16	to	to	PART
fuelectenerg-6946	44	17	monitor	monitor	VERB
fuelectenerg-6946	44	18	network	network	NOUN
fuelectenerg-6946	44	19	for	for	ADP
fuelectenerg-6946	44	20	possible	possible	ADJ
fuelectenerg-6946	44	21	cyber	cyber	NOUN
fuelectenerg-6946	44	22	-	-	PUNCT
fuelectenerg-6946	44	23	attacks	attack	NOUN
fuelectenerg-6946	44	24	.	.	PUNCT
fuelectenerg-6946	45	1	however	however	ADV
fuelectenerg-6946	45	2	,	,	PUNCT
fuelectenerg-6946	45	3	the	the	DET
fuelectenerg-6946	45	4	amount	amount	NOUN
fuelectenerg-6946	45	5	of	of	ADP
fuelectenerg-6946	45	6	data	datum	NOUN
fuelectenerg-6946	45	7	that	that	PRON
fuelectenerg-6946	45	8	should	should	AUX
fuelectenerg-6946	45	9	be	be	AUX
fuelectenerg-6946	45	10	inspected	inspect	VERB
fuelectenerg-6946	45	11	imposes	impose	VERB
fuelectenerg-6946	45	12	a	a	DET
fuelectenerg-6946	45	13	great	great	ADJ
fuelectenerg-6946	45	14	challenge	challenge	NOUN
fuelectenerg-6946	45	15	to	to	PART
fuelectenerg-6946	45	16	idss	idss	VERB
fuelectenerg-6946	45	17	.	.	PUNCT
fuelectenerg-6946	46	1	with	with	ADP
fuelectenerg-6946	46	2	recent	recent	ADJ
fuelectenerg-6946	46	3	emerge	emerge	NOUN
fuelectenerg-6946	46	4	of	of	ADP
fuelectenerg-6946	46	5	various	various	ADJ
fuelectenerg-6946	46	6	big	big	ADJ
fuelectenerg-6946	46	7	data	datum	NOUN
fuelectenerg-6946	46	8	technologies	technology	NOUN
fuelectenerg-6946	46	9	,	,	PUNCT
fuelectenerg-6946	46	10	there	there	PRON
fuelectenerg-6946	46	11	are	be	VERB
fuelectenerg-6946	46	12	ways	way	NOUN
fuelectenerg-6946	46	13	for	for	ADP
fuelectenerg-6946	46	14	overcoming	overcome	VERB
fuelectenerg-6946	46	15	the	the	DET
fuelectenerg-6946	46	16	problem	problem	NOUN
fuelectenerg-6946	46	17	of	of	ADP
fuelectenerg-6946	46	18	the	the	DET
fuelectenerg-6946	46	19	increased	increase	VERB
fuelectenerg-6946	46	20	amount	amount	NOUN
fuelectenerg-6946	46	21	of	of	ADP
fuelectenerg-6946	46	22	data	datum	NOUN
fuelectenerg-6946	46	23	.	.	PUNCT
fuelectenerg-6946	47	1	nevertheless	nevertheless	ADV
fuelectenerg-6946	47	2	,	,	PUNCT
fuelectenerg-6946	47	3	some	some	PRON
fuelectenerg-6946	47	4	of	of	ADP
fuelectenerg-6946	47	5	this	this	DET
fuelectenerg-6946	47	6	technologies	technology	NOUN
fuelectenerg-6946	47	7	inherit	inherit	VERB
fuelectenerg-6946	47	8	data	data	NOUN
fuelectenerg-6946	47	9	distribution	distribution	NOUN
fuelectenerg-6946	47	10	techniques	technique	NOUN
fuelectenerg-6946	47	11	that	that	PRON
fuelectenerg-6946	47	12	can	can	AUX
fuelectenerg-6946	47	13	be	be	AUX
fuelectenerg-6946	47	14	a	a	DET
fuelectenerg-6946	47	15	problem	problem	NOUN
fuelectenerg-6946	47	16	when	when	SCONJ
fuelectenerg-6946	47	17	splitting	split	VERB
fuelectenerg-6946	47	18	a	a	DET
fuelectenerg-6946	47	19	sensitive	sensitive	ADJ
fuelectenerg-6946	47	20	data	datum	NOUN
fuelectenerg-6946	47	21	such	such	ADJ
fuelectenerg-6946	47	22	as	as	ADP
fuelectenerg-6946	47	23	network	network	NOUN
fuelectenerg-6946	47	24	data	datum	NOUN
fuelectenerg-6946	47	25	frames	frame	NOUN
fuelectenerg-6946	47	26	across	across	ADP
fuelectenerg-6946	47	27	a	a	DET
fuelectenerg-6946	47	28	cluster	cluster	NOUN
fuelectenerg-6946	47	29	nodes	node	NOUN
fuelectenerg-6946	47	30	.	.	PUNCT
fuelectenerg-6946	48	1	the	the	DET
fuelectenerg-6946	48	2	goal	goal	NOUN
fuelectenerg-6946	48	3	of	of	ADP
fuelectenerg-6946	48	4	this	this	DET
fuelectenerg-6946	48	5	paper	paper	NOUN
fuelectenerg-6946	48	6	is	be	AUX
fuelectenerg-6946	48	7	design	design	NOUN
fuelectenerg-6946	48	8	and	and	CCONJ
fuelectenerg-6946	48	9	implementation	implementation	NOUN
fuelectenerg-6946	48	10	of	of	ADP
fuelectenerg-6946	48	11	hadoop	hadoop	NOUN
fuelectenerg-6946	48	12	based	base	VERB
fuelectenerg-6946	48	13	ids	id	NOUN
fuelectenerg-6946	48	14	.	.	PUNCT
fuelectenerg-6946	49	1	in	in	ADP
fuelectenerg-6946	49	2	this	this	DET
fuelectenerg-6946	49	3	paper	paper	NOUN
fuelectenerg-6946	49	4	we	we	PRON
fuelectenerg-6946	49	5	propose	propose	VERB
fuelectenerg-6946	49	6	different	different	ADJ
fuelectenerg-6946	49	7	input	input	NOUN
fuelectenerg-6946	49	8	split	split	VERB
fuelectenerg-6946	49	9	techniques	technique	NOUN
fuelectenerg-6946	49	10	suitable	suitable	ADJ
fuelectenerg-6946	49	11	for	for	ADP
fuelectenerg-6946	49	12	network	network	NOUN
fuelectenerg-6946	49	13	data	datum	NOUN
fuelectenerg-6946	49	14	distribution	distribution	NOUN
fuelectenerg-6946	49	15	across	across	ADP
fuelectenerg-6946	49	16	cloud	cloud	NOUN
fuelectenerg-6946	49	17	nodes	node	NOUN
fuelectenerg-6946	49	18	and	and	CCONJ
fuelectenerg-6946	49	19	test	test	VERB
fuelectenerg-6946	49	20	the	the	DET
fuelectenerg-6946	49	21	performances	performance	NOUN
fuelectenerg-6946	49	22	of	of	ADP
fuelectenerg-6946	49	23	their	their	PRON
fuelectenerg-6946	49	24	apache	apache	NOUN
fuelectenerg-6946	49	25	hadoop	hadoop	NOUN
fuelectenerg-6946	49	26	implementation	implementation	NOUN
fuelectenerg-6946	49	27	.	.	PUNCT
fuelectenerg-6946	50	1	four	four	NUM
fuelectenerg-6946	50	2	different	different	ADJ
fuelectenerg-6946	50	3	data	datum	NOUN
fuelectenerg-6946	50	4	split	split	NOUN
fuelectenerg-6946	50	5	techniques	technique	NOUN
fuelectenerg-6946	50	6	will	will	AUX
fuelectenerg-6946	50	7	be	be	AUX
fuelectenerg-6946	50	8	proposed	propose	VERB
fuelectenerg-6946	50	9	and	and	CCONJ
fuelectenerg-6946	50	10	analysed	analyse	VERB
fuelectenerg-6946	50	11	.	.	PUNCT
fuelectenerg-6946	51	1	the	the	DET
fuelectenerg-6946	51	2	techniques	technique	NOUN
fuelectenerg-6946	51	3	will	will	AUX
fuelectenerg-6946	51	4	be	be	AUX
fuelectenerg-6946	51	5	described	describe	VERB
fuelectenerg-6946	51	6	in	in	ADP
fuelectenerg-6946	51	7	detail	detail	NOUN
fuelectenerg-6946	51	8	.	.	PUNCT
fuelectenerg-6946	52	1	the	the	DET
fuelectenerg-6946	52	2	system	system	NOUN
fuelectenerg-6946	52	3	will	will	AUX
fuelectenerg-6946	52	4	be	be	AUX
fuelectenerg-6946	52	5	evaluated	evaluate	VERB
fuelectenerg-6946	52	6	on	on	ADP
fuelectenerg-6946	52	7	apache	apache	PROPN
fuelectenerg-6946	52	8	hadoop	hadoop	NOUN
fuelectenerg-6946	52	9	cluster	cluster	NOUN
fuelectenerg-6946	52	10	with	with	ADP
fuelectenerg-6946	52	11	17	17	NUM
fuelectenerg-6946	52	12	slave	slave	NOUN
fuelectenerg-6946	52	13	nodes	node	NOUN
fuelectenerg-6946	52	14	.	.	PUNCT
fuelectenerg-6946	53	1	we	we	PRON
fuelectenerg-6946	53	2	will	will	AUX
fuelectenerg-6946	53	3	show	show	VERB
fuelectenerg-6946	53	4	that	that	SCONJ
fuelectenerg-6946	53	5	processing	processing	NOUN
fuelectenerg-6946	53	6	speed	speed	NOUN
fuelectenerg-6946	53	7	can	can	AUX
fuelectenerg-6946	53	8	differ	differ	VERB
fuelectenerg-6946	53	9	for	for	ADP
fuelectenerg-6946	53	10	more	more	ADJ
fuelectenerg-6946	53	11	than	than	ADP
fuelectenerg-6946	53	12	30	30	NUM
fuelectenerg-6946	53	13	%	%	NOUN
fuelectenerg-6946	53	14	depending	depend	VERB
fuelectenerg-6946	53	15	on	on	ADP
fuelectenerg-6946	53	16	chosen	choose	VERB
fuelectenerg-6946	53	17	input	input	NOUN
fuelectenerg-6946	53	18	split	split	NOUN
fuelectenerg-6946	53	19	design	design	NOUN
fuelectenerg-6946	53	20	strategy	strategy	NOUN
fuelectenerg-6946	53	21	.	.	PUNCT
fuelectenerg-6946	54	1	additionally	additionally	ADV
fuelectenerg-6946	54	2	,	,	PUNCT
fuelectenerg-6946	54	3	we	we	PRON
fuelectenerg-6946	54	4	’ll	’ll	AUX
fuelectenerg-6946	54	5	show	show	VERB
fuelectenerg-6946	54	6	that	that	SCONJ
fuelectenerg-6946	54	7	malicious	malicious	ADJ
fuelectenerg-6946	54	8	level	level	NOUN
fuelectenerg-6946	54	9	of	of	ADP
fuelectenerg-6946	54	10	network	network	NOUN
fuelectenerg-6946	54	11	traffic	traffic	NOUN
fuelectenerg-6946	54	12	can	can	AUX
fuelectenerg-6946	54	13	slow	slow	VERB
fuelectenerg-6946	54	14	down	down	ADP
fuelectenerg-6946	54	15	the	the	DET
fuelectenerg-6946	54	16	processing	processing	NOUN
fuelectenerg-6946	54	17	time	time	NOUN
fuelectenerg-6946	54	18	,	,	PUNCT
fuelectenerg-6946	54	19	in	in	ADP
fuelectenerg-6946	54	20	our	our	PRON
fuelectenerg-6946	54	21	case	case	NOUN
fuelectenerg-6946	54	22	,	,	PUNCT
fuelectenerg-6946	54	23	for	for	ADP
fuelectenerg-6946	54	24	nearly	nearly	ADV
fuelectenerg-6946	54	25	20	20	NUM
fuelectenerg-6946	54	26	%	%	NOUN
fuelectenerg-6946	54	27	.	.	PUNCT
fuelectenerg-6946	55	1	the	the	DET
fuelectenerg-6946	55	2	scalability	scalability	NOUN
fuelectenerg-6946	55	3	of	of	ADP
fuelectenerg-6946	55	4	the	the	DET
fuelectenerg-6946	55	5	system	system	NOUN
fuelectenerg-6946	55	6	will	will	AUX
fuelectenerg-6946	55	7	also	also	ADV
fuelectenerg-6946	55	8	be	be	AUX
fuelectenerg-6946	55	9	discussed	discuss	VERB
fuelectenerg-6946	55	10	.	.	PUNCT
fuelectenerg-6946	56	1	key	key	ADJ
fuelectenerg-6946	56	2	words	word	NOUN
fuelectenerg-6946	56	3	:	:	PUNCT
fuelectenerg-6946	56	4	network	network	NOUN
fuelectenerg-6946	56	5	intrusion	intrusion	PROPN
fuelectenerg-6946	56	6	detection	detection	NOUN
fuelectenerg-6946	56	7	,	,	PUNCT
fuelectenerg-6946	56	8	cloud	cloud	NOUN
fuelectenerg-6946	56	9	computing	computing	NOUN
fuelectenerg-6946	56	10	,	,	PUNCT
fuelectenerg-6946	56	11	apache	apache	NOUN
fuelectenerg-6946	56	12	hadoop	hadoop	NOUN
fuelectenerg-6946	56	13	.	.	PUNCT
fuelectenerg-6946	57	1	©	©	PROPN
fuelectenerg-6946	57	2	2021	2021	NUM
fuelectenerg-6946	57	3	by	by	ADP
fuelectenerg-6946	57	4	university	university	PROPN
fuelectenerg-6946	57	5	of	of	ADP
fuelectenerg-6946	57	6	niš	niš	PROPN
fuelectenerg-6946	57	7	,	,	PUNCT
fuelectenerg-6946	57	8	serbia	serbia	PROPN
fuelectenerg-6946	57	9	|	|	ADV
fuelectenerg-6946	57	10	creative	creative	ADJ
fuelectenerg-6946	57	11	commons	common	NOUN
fuelectenerg-6946	57	12	license	license	NOUN
fuelectenerg-6946	57	13	:	:	PUNCT
fuelectenerg-6946	57	14	cc	cc	VERB
fuelectenerg-6946	57	15	by	by	ADP
fuelectenerg-6946	57	16	-	-	PUNCT
fuelectenerg-6946	57	17	nc	nc	VERB
fuelectenerg-6946	57	18	-	-	PUNCT
fuelectenerg-6946	57	19	nd	nd	ADV
fuelectenerg-6946	57	20	original	original	ADJ
fuelectenerg-6946	57	21	scientific	scientific	ADJ
fuelectenerg-6946	57	22	paper	paper	NOUN
fuelectenerg-6946	57	23	2	2	NUM
fuelectenerg-6946	57	24	v.ciric	v.ciric	NOUN
fuelectenerg-6946	57	25	et	et	PROPN
fuelectenerg-6946	57	26	al	al	PROPN
fuelectenerg-6946	57	27	.	.	PROPN
fuelectenerg-6946	57	28	1	1	NUM
fuelectenerg-6946	57	29	introduction	introduction	NOUN
fuelectenerg-6946	57	30	the	the	DET
fuelectenerg-6946	57	31	complexity	complexity	NOUN
fuelectenerg-6946	57	32	of	of	ADP
fuelectenerg-6946	57	33	the	the	DET
fuelectenerg-6946	57	34	internet	internet	NOUN
fuelectenerg-6946	57	35	,	,	PUNCT
fuelectenerg-6946	57	36	diversity	diversity	NOUN
fuelectenerg-6946	57	37	of	of	ADP
fuelectenerg-6946	57	38	available	available	ADJ
fuelectenerg-6946	57	39	services	service	NOUN
fuelectenerg-6946	57	40	,	,	PUNCT
fuelectenerg-6946	57	41	and	and	CCONJ
fuelectenerg-6946	57	42	the	the	DET
fuelectenerg-6946	57	43	desire	desire	NOUN
fuelectenerg-6946	57	44	to	to	PART
fuelectenerg-6946	57	45	expand	expand	VERB
fuelectenerg-6946	57	46	applications	application	NOUN
fuelectenerg-6946	57	47	of	of	ADP
fuelectenerg-6946	57	48	the	the	DET
fuelectenerg-6946	57	49	global	global	ADJ
fuelectenerg-6946	57	50	network	network	NOUN
fuelectenerg-6946	57	51	contribute	contribute	VERB
fuelectenerg-6946	57	52	to	to	ADP
fuelectenerg-6946	57	53	its	its	PRON
fuelectenerg-6946	57	54	increased	increase	VERB
fuelectenerg-6946	57	55	insecurity	insecurity	NOUN
fuelectenerg-6946	57	56	.	.	PUNCT
fuelectenerg-6946	58	1	even	even	ADV
fuelectenerg-6946	58	2	with	with	ADP
fuelectenerg-6946	58	3	decades	decade	NOUN
fuelectenerg-6946	58	4	of	of	ADP
fuelectenerg-6946	58	5	research	research	NOUN
fuelectenerg-6946	58	6	,	,	PUNCT
fuelectenerg-6946	58	7	and	and	CCONJ
fuelectenerg-6946	58	8	a	a	DET
fuelectenerg-6946	58	9	lot	lot	NOUN
fuelectenerg-6946	58	10	of	of	ADP
fuelectenerg-6946	58	11	available	available	ADJ
fuelectenerg-6946	58	12	security	security	NOUN
fuelectenerg-6946	58	13	products	product	NOUN
fuelectenerg-6946	58	14	,	,	PUNCT
fuelectenerg-6946	58	15	the	the	DET
fuelectenerg-6946	58	16	internet	internet	NOUN
fuelectenerg-6946	58	17	has	have	AUX
fuelectenerg-6946	58	18	steadily	steadily	ADV
fuelectenerg-6946	58	19	become	become	VERB
fuelectenerg-6946	58	20	more	more	ADV
fuelectenerg-6946	58	21	and	and	CCONJ
fuelectenerg-6946	58	22	more	more	ADV
fuelectenerg-6946	58	23	dangerous	dangerous	ADJ
fuelectenerg-6946	58	24	[	[	X
fuelectenerg-6946	58	25	1	1	NUM
fuelectenerg-6946	58	26	,	,	PUNCT
fuelectenerg-6946	58	27	2	2	NUM
fuelectenerg-6946	58	28	]	]	PUNCT
fuelectenerg-6946	58	29	.	.	PUNCT
fuelectenerg-6946	59	1	living	live	VERB
fuelectenerg-6946	59	2	in	in	ADP
fuelectenerg-6946	59	3	the	the	DET
fuelectenerg-6946	59	4	era	era	NOUN
fuelectenerg-6946	59	5	when	when	SCONJ
fuelectenerg-6946	59	6	everything	everything	PRON
fuelectenerg-6946	59	7	is	be	AUX
fuelectenerg-6946	59	8	connected	connect	VERB
fuelectenerg-6946	59	9	to	to	ADP
fuelectenerg-6946	59	10	the	the	DET
fuelectenerg-6946	59	11	internet	internet	NOUN
fuelectenerg-6946	59	12	requires	require	VERB
fuelectenerg-6946	59	13	a	a	DET
fuelectenerg-6946	59	14	different	different	ADJ
fuelectenerg-6946	59	15	security	security	NOUN
fuelectenerg-6946	59	16	strategy	strategy	NOUN
fuelectenerg-6946	59	17	.	.	PUNCT
fuelectenerg-6946	60	1	when	when	SCONJ
fuelectenerg-6946	60	2	the	the	DET
fuelectenerg-6946	60	3	attack	attack	NOUN
fuelectenerg-6946	60	4	begins	begin	VERB
fuelectenerg-6946	60	5	,	,	PUNCT
fuelectenerg-6946	60	6	it	it	PRON
fuelectenerg-6946	60	7	is	be	AUX
fuelectenerg-6946	60	8	irrelevant	irrelevant	ADJ
fuelectenerg-6946	60	9	how	how	SCONJ
fuelectenerg-6946	60	10	the	the	DET
fuelectenerg-6946	60	11	network	network	NOUN
fuelectenerg-6946	60	12	is	be	AUX
fuelectenerg-6946	60	13	configured	configure	VERB
fuelectenerg-6946	60	14	or	or	CCONJ
fuelectenerg-6946	60	15	what	what	PRON
fuelectenerg-6946	60	16	kind	kind	NOUN
fuelectenerg-6946	60	17	of	of	ADP
fuelectenerg-6946	60	18	“	"	PUNCT
fuelectenerg-6946	60	19	boxes	box	NOUN
fuelectenerg-6946	60	20	”	"	PUNCT
fuelectenerg-6946	60	21	network	network	NOUN
fuelectenerg-6946	60	22	has	have	VERB
fuelectenerg-6946	60	23	,	,	PUNCT
fuelectenerg-6946	60	24	or	or	CCONJ
fuelectenerg-6946	60	25	how	how	SCONJ
fuelectenerg-6946	60	26	many	many	ADJ
fuelectenerg-6946	60	27	security	security	NOUN
fuelectenerg-6946	60	28	devices	device	NOUN
fuelectenerg-6946	60	29	are	be	AUX
fuelectenerg-6946	60	30	installed	instal	VERB
fuelectenerg-6946	60	31	.	.	PUNCT
fuelectenerg-6946	61	1	the	the	DET
fuelectenerg-6946	61	2	only	only	ADJ
fuelectenerg-6946	61	3	thing	thing	NOUN
fuelectenerg-6946	61	4	that	that	PRON
fuelectenerg-6946	61	5	matters	matter	VERB
fuelectenerg-6946	61	6	is	be	AUX
fuelectenerg-6946	61	7	who	who	PRON
fuelectenerg-6946	61	8	is	be	AUX
fuelectenerg-6946	61	9	defending	defend	VERB
fuelectenerg-6946	61	10	the	the	DET
fuelectenerg-6946	61	11	network	network	NOUN
fuelectenerg-6946	61	12	.	.	PUNCT
fuelectenerg-6946	62	1	the	the	DET
fuelectenerg-6946	62	2	only	only	ADJ
fuelectenerg-6946	62	3	way	way	NOUN
fuelectenerg-6946	62	4	to	to	PART
fuelectenerg-6946	62	5	stay	stay	VERB
fuelectenerg-6946	62	6	ahead	ahead	ADV
fuelectenerg-6946	62	7	of	of	ADP
fuelectenerg-6946	62	8	new	new	ADJ
fuelectenerg-6946	62	9	vulnerabilities	vulnerability	NOUN
fuelectenerg-6946	62	10	and	and	CCONJ
fuelectenerg-6946	62	11	attacks	attack	NOUN
fuelectenerg-6946	62	12	is	be	AUX
fuelectenerg-6946	62	13	through	through	ADP
fuelectenerg-6946	62	14	vivid	vivid	ADJ
fuelectenerg-6946	62	15	detection	detection	NOUN
fuelectenerg-6946	62	16	and	and	CCONJ
fuelectenerg-6946	62	17	response	response	NOUN
fuelectenerg-6946	62	18	[	[	X
fuelectenerg-6946	62	19	3	3	NUM
fuelectenerg-6946	62	20	]	]	PUNCT
fuelectenerg-6946	62	21	.	.	PUNCT
fuelectenerg-6946	63	1	unfortunately	unfortunately	ADV
fuelectenerg-6946	63	2	,	,	PUNCT
fuelectenerg-6946	63	3	constant	constant	ADJ
fuelectenerg-6946	63	4	security	security	NOUN
fuelectenerg-6946	63	5	monitoring	monitoring	NOUN
fuelectenerg-6946	63	6	is	be	AUX
fuelectenerg-6946	63	7	a	a	DET
fuelectenerg-6946	63	8	key	key	ADJ
fuelectenerg-6946	63	9	component	component	NOUN
fuelectenerg-6946	63	10	missing	miss	VERB
fuelectenerg-6946	63	11	in	in	ADP
fuelectenerg-6946	63	12	most	most	ADJ
fuelectenerg-6946	63	13	networks	network	NOUN
fuelectenerg-6946	63	14	[	[	X
fuelectenerg-6946	63	15	4	4	NUM
fuelectenerg-6946	63	16	,	,	PUNCT
fuelectenerg-6946	63	17	5	5	NUM
fuelectenerg-6946	63	18	]	]	PUNCT
fuelectenerg-6946	63	19	.	.	PUNCT
fuelectenerg-6946	64	1	intrusion	intrusion	NOUN
fuelectenerg-6946	64	2	detection	detection	NOUN
fuelectenerg-6946	64	3	system	system	NOUN
fuelectenerg-6946	64	4	(	(	PUNCT
fuelectenerg-6946	64	5	ids	id	NOUN
fuelectenerg-6946	64	6	)	)	PUNCT
fuelectenerg-6946	64	7	is	be	AUX
fuelectenerg-6946	64	8	one	one	NUM
fuelectenerg-6946	64	9	of	of	ADP
fuelectenerg-6946	64	10	the	the	DET
fuelectenerg-6946	64	11	most	most	ADV
fuelectenerg-6946	64	12	important	important	ADJ
fuelectenerg-6946	64	13	components	component	NOUN
fuelectenerg-6946	64	14	used	use	VERB
fuelectenerg-6946	64	15	to	to	PART
fuelectenerg-6946	64	16	detect	detect	VERB
fuelectenerg-6946	64	17	attacks	attack	NOUN
fuelectenerg-6946	64	18	in	in	ADP
fuelectenerg-6946	64	19	monitored	monitored	ADJ
fuelectenerg-6946	64	20	network	network	NOUN
fuelectenerg-6946	64	21	traffic	traffic	NOUN
fuelectenerg-6946	65	1	[	[	X
fuelectenerg-6946	65	2	6	6	NUM
fuelectenerg-6946	65	3	]	]	PUNCT
fuelectenerg-6946	65	4	.	.	PUNCT
fuelectenerg-6946	66	1	intrusion	intrusion	NOUN
fuelectenerg-6946	66	2	detection	detection	NOUN
fuelectenerg-6946	66	3	is	be	AUX
fuelectenerg-6946	66	4	broadly	broadly	ADV
fuelectenerg-6946	66	5	considered	consider	VERB
fuelectenerg-6946	66	6	to	to	PART
fuelectenerg-6946	66	7	be	be	AUX
fuelectenerg-6946	66	8	a	a	DET
fuelectenerg-6946	66	9	classification	classification	NOUN
fuelectenerg-6946	66	10	problem	problem	NOUN
fuelectenerg-6946	66	11	.	.	PUNCT
fuelectenerg-6946	67	1	based	base	VERB
fuelectenerg-6946	67	2	on	on	ADP
fuelectenerg-6946	67	3	their	their	PRON
fuelectenerg-6946	67	4	classification	classification	NOUN
fuelectenerg-6946	67	5	model	model	NOUN
fuelectenerg-6946	67	6	idss	idss	ADV
fuelectenerg-6946	67	7	are	be	AUX
fuelectenerg-6946	67	8	classified	classify	VERB
fuelectenerg-6946	67	9	into	into	ADP
fuelectenerg-6946	67	10	signature	signature	NOUN
fuelectenerg-6946	67	11	(	(	PUNCT
fuelectenerg-6946	67	12	or	or	CCONJ
fuelectenerg-6946	67	13	pattern	pattern	NOUN
fuelectenerg-6946	67	14	)	)	PUNCT
fuelectenerg-6946	67	15	matching	matching	NOUN
fuelectenerg-6946	67	16	and	and	CCONJ
fuelectenerg-6946	67	17	anomaly	anomaly	NOUN
fuelectenerg-6946	67	18	based	base	VERB
fuelectenerg-6946	67	19	ids	id	NOUN
fuelectenerg-6946	67	20	.	.	PUNCT
fuelectenerg-6946	68	1	the	the	DET
fuelectenerg-6946	68	2	signature	signature	NOUN
fuelectenerg-6946	68	3	matching	match	VERB
fuelectenerg-6946	68	4	ids	ids	NOUN
fuelectenerg-6946	68	5	monitors	monitor	VERB
fuelectenerg-6946	68	6	the	the	DET
fuelectenerg-6946	68	7	network	network	NOUN
fuelectenerg-6946	68	8	activity	activity	NOUN
fuelectenerg-6946	68	9	for	for	ADP
fuelectenerg-6946	68	10	a	a	DET
fuelectenerg-6946	68	11	known	know	VERB
fuelectenerg-6946	68	12	misuse	misuse	NOUN
fuelectenerg-6946	68	13	pattern	pattern	NOUN
fuelectenerg-6946	68	14	that	that	PRON
fuelectenerg-6946	68	15	was	be	AUX
fuelectenerg-6946	68	16	previously	previously	ADV
fuelectenerg-6946	68	17	identified	identify	VERB
fuelectenerg-6946	68	18	as	as	ADP
fuelectenerg-6946	68	19	a	a	DET
fuelectenerg-6946	68	20	malicious	malicious	ADJ
fuelectenerg-6946	68	21	attempt	attempt	NOUN
fuelectenerg-6946	68	22	[	[	X
fuelectenerg-6946	68	23	6	6	NUM
fuelectenerg-6946	68	24	]	]	PUNCT
fuelectenerg-6946	68	25	.	.	PUNCT
fuelectenerg-6946	69	1	having	have	VERB
fuelectenerg-6946	69	2	in	in	ADP
fuelectenerg-6946	69	3	mind	mind	NOUN
fuelectenerg-6946	69	4	typical	typical	ADJ
fuelectenerg-6946	69	5	bandwidths	bandwidth	NOUN
fuelectenerg-6946	69	6	on	on	ADP
fuelectenerg-6946	69	7	the	the	DET
fuelectenerg-6946	69	8	network	network	NOUN
fuelectenerg-6946	69	9	boundaries	boundary	NOUN
fuelectenerg-6946	69	10	,	,	PUNCT
fuelectenerg-6946	69	11	the	the	DET
fuelectenerg-6946	69	12	amount	amount	NOUN
fuelectenerg-6946	69	13	of	of	ADP
fuelectenerg-6946	69	14	data	datum	NOUN
fuelectenerg-6946	69	15	that	that	PRON
fuelectenerg-6946	69	16	need	need	VERB
fuelectenerg-6946	69	17	to	to	PART
fuelectenerg-6946	69	18	be	be	AUX
fuelectenerg-6946	69	19	analyzed	analyze	VERB
fuelectenerg-6946	69	20	for	for	ADP
fuelectenerg-6946	69	21	malicious	malicious	ADJ
fuelectenerg-6946	69	22	signatures	signature	NOUN
fuelectenerg-6946	69	23	becomes	become	VERB
fuelectenerg-6946	69	24	challenging	challenging	ADJ
fuelectenerg-6946	69	25	.	.	PUNCT
fuelectenerg-6946	70	1	there	there	PRON
fuelectenerg-6946	70	2	are	be	VERB
fuelectenerg-6946	70	3	ids	id	NOUN
fuelectenerg-6946	70	4	implementations	implementation	NOUN
fuelectenerg-6946	70	5	available	available	ADJ
fuelectenerg-6946	70	6	that	that	PRON
fuelectenerg-6946	70	7	tend	tend	VERB
fuelectenerg-6946	70	8	to	to	PART
fuelectenerg-6946	70	9	speed	speed	VERB
fuelectenerg-6946	70	10	up	up	ADP
fuelectenerg-6946	70	11	network	network	NOUN
fuelectenerg-6946	70	12	packet	packet	NOUN
fuelectenerg-6946	70	13	analysis	analysis	NOUN
fuelectenerg-6946	70	14	[	[	X
fuelectenerg-6946	70	15	7–12	7–12	X
fuelectenerg-6946	70	16	]	]	X
fuelectenerg-6946	70	17	.	.	PUNCT
fuelectenerg-6946	71	1	different	different	ADJ
fuelectenerg-6946	71	2	approaches	approach	NOUN
fuelectenerg-6946	71	3	to	to	ADP
fuelectenerg-6946	71	4	task	task	NOUN
fuelectenerg-6946	71	5	and	and	CCONJ
fuelectenerg-6946	71	6	data	datum	NOUN
fuelectenerg-6946	71	7	parallelism	parallelism	NOUN
fuelectenerg-6946	71	8	were	be	AUX
fuelectenerg-6946	71	9	exploited	exploit	VERB
fuelectenerg-6946	71	10	[	[	X
fuelectenerg-6946	71	11	9,10,12	9,10,12	NUM
fuelectenerg-6946	71	12	]	]	X
fuelectenerg-6946	71	13	.	.	PUNCT
fuelectenerg-6946	72	1	some	some	DET
fuelectenerg-6946	72	2	implementations	implementation	NOUN
fuelectenerg-6946	72	3	use	use	VERB
fuelectenerg-6946	72	4	multi	multi	ADJ
fuelectenerg-6946	72	5	-	-	ADJ
fuelectenerg-6946	72	6	core	core	ADJ
fuelectenerg-6946	72	7	software	software	NOUN
fuelectenerg-6946	72	8	development	development	NOUN
fuelectenerg-6946	72	9	frameworks	framework	NOUN
fuelectenerg-6946	72	10	to	to	PART
fuelectenerg-6946	72	11	parallelize	parallelize	VERB
fuelectenerg-6946	72	12	the	the	DET
fuelectenerg-6946	72	13	execution	execution	NOUN
fuelectenerg-6946	72	14	on	on	ADP
fuelectenerg-6946	72	15	cpu	cpu	NOUN
fuelectenerg-6946	72	16	[	[	X
fuelectenerg-6946	72	17	11	11	NUM
fuelectenerg-6946	72	18	]	]	PUNCT
fuelectenerg-6946	72	19	,	,	PUNCT
fuelectenerg-6946	72	20	while	while	SCONJ
fuelectenerg-6946	72	21	some	some	PRON
fuelectenerg-6946	72	22	utilize	utilize	VERB
fuelectenerg-6946	72	23	gpus	gpu	NOUN
fuelectenerg-6946	72	24	[	[	X
fuelectenerg-6946	72	25	8	8	NUM
fuelectenerg-6946	72	26	]	]	PUNCT
fuelectenerg-6946	72	27	.	.	PUNCT
fuelectenerg-6946	73	1	the	the	DET
fuelectenerg-6946	73	2	apache	apache	PROPN
fuelectenerg-6946	73	3	hadoop	hadoop	NOUN
fuelectenerg-6946	73	4	is	be	AUX
fuelectenerg-6946	73	5	a	a	DET
fuelectenerg-6946	73	6	framework	framework	NOUN
fuelectenerg-6946	73	7	for	for	ADP
fuelectenerg-6946	73	8	distributed	distribute	VERB
fuelectenerg-6946	73	9	processing	processing	NOUN
fuelectenerg-6946	73	10	of	of	ADP
fuelectenerg-6946	73	11	large	large	ADJ
fuelectenerg-6946	73	12	amount	amount	NOUN
fuelectenerg-6946	73	13	of	of	ADP
fuelectenerg-6946	73	14	data	datum	NOUN
fuelectenerg-6946	73	15	on	on	ADP
fuelectenerg-6946	73	16	clusters	cluster	NOUN
fuelectenerg-6946	73	17	of	of	ADP
fuelectenerg-6946	73	18	computers	computer	NOUN
fuelectenerg-6946	73	19	(	(	PUNCT
fuelectenerg-6946	73	20	nodes	node	NOUN
fuelectenerg-6946	73	21	)	)	PUNCT
fuelectenerg-6946	73	22	using	use	VERB
fuelectenerg-6946	73	23	mapreduce	mapreduce	PROPN
fuelectenerg-6946	73	24	programming	programming	NOUN
fuelectenerg-6946	73	25	model	model	NOUN
fuelectenerg-6946	73	26	,	,	PUNCT
fuelectenerg-6946	73	27	where	where	SCONJ
fuelectenerg-6946	73	28	each	each	DET
fuelectenerg-6946	73	29	node	node	NOUN
fuelectenerg-6946	73	30	offers	offer	VERB
fuelectenerg-6946	73	31	local	local	ADJ
fuelectenerg-6946	73	32	computation	computation	NOUN
fuelectenerg-6946	73	33	and	and	CCONJ
fuelectenerg-6946	73	34	storage	storage	NOUN
fuelectenerg-6946	73	35	[	[	X
fuelectenerg-6946	73	36	13	13	NUM
fuelectenerg-6946	73	37	]	]	SYM
fuelectenerg-6946	73	38	.	.	PUNCT
fuelectenerg-6946	74	1	hadoop	hadoop	NOUN
fuelectenerg-6946	74	2	distributed	distribute	VERB
fuelectenerg-6946	74	3	file	file	NOUN
fuelectenerg-6946	74	4	system	system	NOUN
fuelectenerg-6946	74	5	(	(	PUNCT
fuelectenerg-6946	74	6	hdfs	hdfs	PROPN
fuelectenerg-6946	74	7	)	)	PUNCT
fuelectenerg-6946	74	8	is	be	AUX
fuelectenerg-6946	74	9	used	use	VERB
fuelectenerg-6946	74	10	for	for	ADP
fuelectenerg-6946	74	11	distributed	distribute	VERB
fuelectenerg-6946	74	12	data	data	NOUN
fuelectenerg-6946	74	13	storage	storage	NOUN
fuelectenerg-6946	74	14	,	,	PUNCT
fuelectenerg-6946	74	15	and	and	CCONJ
fuelectenerg-6946	74	16	it	it	PRON
fuelectenerg-6946	74	17	represents	represent	VERB
fuelectenerg-6946	74	18	a	a	DET
fuelectenerg-6946	74	19	layer	layer	NOUN
fuelectenerg-6946	74	20	above	above	ADP
fuelectenerg-6946	74	21	existing	exist	VERB
fuelectenerg-6946	74	22	file	file	NOUN
fuelectenerg-6946	74	23	system	system	NOUN
fuelectenerg-6946	74	24	of	of	ADP
fuelectenerg-6946	74	25	every	every	DET
fuelectenerg-6946	74	26	node	node	NOUN
fuelectenerg-6946	74	27	in	in	ADP
fuelectenerg-6946	74	28	cluster	cluster	NOUN
fuelectenerg-6946	74	29	used	use	VERB
fuelectenerg-6946	74	30	to	to	PART
fuelectenerg-6946	74	31	store	store	VERB
fuelectenerg-6946	74	32	input	input	NOUN
fuelectenerg-6946	74	33	files	file	NOUN
fuelectenerg-6946	74	34	or	or	CCONJ
fuelectenerg-6946	74	35	parts	part	NOUN
fuelectenerg-6946	74	36	of	of	ADP
fuelectenerg-6946	74	37	them	they	PRON
fuelectenerg-6946	74	38	.	.	PUNCT
fuelectenerg-6946	75	1	large	large	ADJ
fuelectenerg-6946	75	2	files	file	NOUN
fuelectenerg-6946	75	3	are	be	AUX
fuelectenerg-6946	75	4	split	split	VERB
fuelectenerg-6946	75	5	into	into	ADP
fuelectenerg-6946	75	6	a	a	DET
fuelectenerg-6946	75	7	group	group	NOUN
fuelectenerg-6946	75	8	of	of	ADP
fuelectenerg-6946	75	9	smaller	small	ADJ
fuelectenerg-6946	75	10	blocks	block	NOUN
fuelectenerg-6946	75	11	.	.	PUNCT
fuelectenerg-6946	76	1	size	size	NOUN
fuelectenerg-6946	76	2	of	of	ADP
fuelectenerg-6946	76	3	these	these	DET
fuelectenerg-6946	76	4	blocks	block	NOUN
fuelectenerg-6946	76	5	is	be	AUX
fuelectenerg-6946	76	6	fixed	fix	VERB
fuelectenerg-6946	76	7	,	,	PUNCT
fuelectenerg-6946	76	8	so	so	SCONJ
fuelectenerg-6946	76	9	it	it	PRON
fuelectenerg-6946	76	10	is	be	AUX
fuelectenerg-6946	76	11	easy	easy	ADJ
fuelectenerg-6946	76	12	for	for	SCONJ
fuelectenerg-6946	76	13	hadoop	hadoop	NOUN
fuelectenerg-6946	76	14	to	to	PART
fuelectenerg-6946	76	15	index	index	NOUN
fuelectenerg-6946	76	16	any	any	DET
fuelectenerg-6946	76	17	block	block	NOUN
fuelectenerg-6946	76	18	within	within	ADP
fuelectenerg-6946	76	19	the	the	DET
fuelectenerg-6946	76	20	file	file	NOUN
fuelectenerg-6946	76	21	[	[	X
fuelectenerg-6946	76	22	7	7	NUM
fuelectenerg-6946	76	23	]	]	PUNCT
fuelectenerg-6946	76	24	.	.	PUNCT
fuelectenerg-6946	77	1	however	however	ADV
fuelectenerg-6946	77	2	,	,	PUNCT
fuelectenerg-6946	77	3	this	this	DET
fuelectenerg-6946	77	4	data	data	NOUN
fuelectenerg-6946	77	5	distribution	distribution	NOUN
fuelectenerg-6946	77	6	technique	technique	NOUN
fuelectenerg-6946	77	7	can	can	AUX
fuelectenerg-6946	77	8	introduce	introduce	VERB
fuelectenerg-6946	77	9	problems	problem	NOUN
fuelectenerg-6946	77	10	when	when	SCONJ
fuelectenerg-6946	77	11	splitting	split	VERB
fuelectenerg-6946	77	12	a	a	DET
fuelectenerg-6946	77	13	sensitive	sensitive	ADJ
fuelectenerg-6946	77	14	data	datum	NOUN
fuelectenerg-6946	77	15	such	such	ADJ
fuelectenerg-6946	77	16	as	as	ADP
fuelectenerg-6946	77	17	network	network	NOUN
fuelectenerg-6946	77	18	data	datum	NOUN
fuelectenerg-6946	77	19	frames	frame	NOUN
fuelectenerg-6946	77	20	across	across	ADP
fuelectenerg-6946	77	21	a	a	DET
fuelectenerg-6946	77	22	cluster	cluster	NOUN
fuelectenerg-6946	77	23	nodes	node	NOUN
fuelectenerg-6946	77	24	.	.	PUNCT
fuelectenerg-6946	78	1	due	due	ADP
fuelectenerg-6946	78	2	to	to	ADP
fuelectenerg-6946	78	3	the	the	DET
fuelectenerg-6946	78	4	fixed	fix	VERB
fuelectenerg-6946	78	5	size	size	NOUN
fuelectenerg-6946	78	6	of	of	ADP
fuelectenerg-6946	78	7	the	the	DET
fuelectenerg-6946	78	8	block	block	NOUN
fuelectenerg-6946	78	9	,	,	PUNCT
fuelectenerg-6946	78	10	one	one	NUM
fuelectenerg-6946	78	11	part	part	NOUN
fuelectenerg-6946	78	12	of	of	ADP
fuelectenerg-6946	78	13	the	the	DET
fuelectenerg-6946	78	14	network	network	NOUN
fuelectenerg-6946	78	15	packet	packet	NOUN
fuelectenerg-6946	78	16	can	can	AUX
fuelectenerg-6946	78	17	end	end	VERB
fuelectenerg-6946	78	18	up	up	ADP
fuelectenerg-6946	78	19	on	on	ADP
fuelectenerg-6946	78	20	one	one	NUM
fuelectenerg-6946	78	21	node	node	NOUN
fuelectenerg-6946	78	22	,	,	PUNCT
fuelectenerg-6946	78	23	while	while	SCONJ
fuelectenerg-6946	78	24	the	the	DET
fuelectenerg-6946	78	25	other	other	ADJ
fuelectenerg-6946	78	26	part	part	NOUN
fuelectenerg-6946	78	27	is	be	AUX
fuelectenerg-6946	78	28	on	on	ADP
fuelectenerg-6946	78	29	the	the	DET
fuelectenerg-6946	78	30	other	other	ADJ
fuelectenerg-6946	78	31	,	,	PUNCT
fuelectenerg-6946	78	32	making	make	VERB
fuelectenerg-6946	78	33	malicious	malicious	ADJ
fuelectenerg-6946	78	34	pattern	pattern	NOUN
fuelectenerg-6946	78	35	matching	match	VERB
fuelectenerg-6946	78	36	challenging	challenge	VERB
fuelectenerg-6946	79	1	[	[	X
fuelectenerg-6946	79	2	14,15	14,15	NUM
fuelectenerg-6946	79	3	]	]	X
fuelectenerg-6946	79	4	.	.	PUNCT
fuelectenerg-6946	80	1	240	240	NUM
fuelectenerg-6946	80	2	v.	v.	ADP
fuelectenerg-6946	80	3	ćirić	ćirić	NOUN
fuelectenerg-6946	80	4	,	,	PUNCT
fuelectenerg-6946	80	5	d.	d.	PROPN
fuelectenerg-6946	80	6	cvetković	cvetković	PROPN
fuelectenerg-6946	80	7	,	,	PUNCT
fuelectenerg-6946	80	8	n.	n.	PROPN
fuelectenerg-6946	80	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	80	10	,	,	PUNCT
fuelectenerg-6946	80	11	n.	n.	PROPN
fuelectenerg-6946	80	12	stojanović	stojanović	PROPN
fuelectenerg-6946	80	13	,	,	PUNCT
fuelectenerg-6946	80	14	i.	i.	PROPN
fuelectenerg-6946	80	15	milentijević	milentijević	PROPN
fuelectenerg-6946	80	16	input	input	PROPN
fuelectenerg-6946	80	17	splits	split	VERB
fuelectenerg-6946	80	18	design	design	NOUN
fuelectenerg-6946	80	19	techniques	technique	NOUN
fuelectenerg-6946	80	20	for	for	ADP
fuelectenerg-6946	80	21	ids	id	NOUN
fuelectenerg-6946	80	22	on	on	ADP
fuelectenerg-6946	80	23	hadoop	hadoop	NOUN
fuelectenerg-6946	80	24	cluster	cluster	NOUN
fuelectenerg-6946	80	25	241240	241240	NUM
fuelectenerg-6946	80	26	v.	v.	ADP
fuelectenerg-6946	80	27	ćirić	ćirić	PROPN
fuelectenerg-6946	80	28	,	,	PUNCT
fuelectenerg-6946	80	29	d.	d.	PROPN
fuelectenerg-6946	80	30	cvetković	cvetković	PROPN
fuelectenerg-6946	80	31	,	,	PUNCT
fuelectenerg-6946	80	32	n.	n.	PROPN
fuelectenerg-6946	80	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	80	34	,	,	PUNCT
fuelectenerg-6946	80	35	n.	n.	PROPN
fuelectenerg-6946	80	36	stojanović	stojanović	PROPN
fuelectenerg-6946	80	37	,	,	PUNCT
fuelectenerg-6946	80	38	i.	i.	PROPN
fuelectenerg-6946	80	39	milentijević	milentijević	PROPN
fuelectenerg-6946	80	40	input	input	PROPN
fuelectenerg-6946	80	41	splits	split	VERB
fuelectenerg-6946	80	42	design	design	NOUN
fuelectenerg-6946	80	43	techniques	technique	NOUN
fuelectenerg-6946	80	44	for	for	ADP
fuelectenerg-6946	80	45	ids	id	NOUN
fuelectenerg-6946	80	46	on	on	ADP
fuelectenerg-6946	80	47	hadoop	hadoop	NOUN
fuelectenerg-6946	80	48	cluster	cluster	NOUN
fuelectenerg-6946	80	49	241	241	NUM
fuelectenerg-6946	80	50	2	2	NUM
fuelectenerg-6946	80	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	80	52	et	et	PROPN
fuelectenerg-6946	80	53	al	al	PROPN
fuelectenerg-6946	80	54	.	.	PROPN
fuelectenerg-6946	80	55	1	1	NUM
fuelectenerg-6946	80	56	introduction	introduction	NOUN
fuelectenerg-6946	80	57	the	the	DET
fuelectenerg-6946	80	58	complexity	complexity	NOUN
fuelectenerg-6946	80	59	of	of	ADP
fuelectenerg-6946	80	60	the	the	DET
fuelectenerg-6946	80	61	internet	internet	NOUN
fuelectenerg-6946	80	62	,	,	PUNCT
fuelectenerg-6946	80	63	diversity	diversity	NOUN
fuelectenerg-6946	80	64	of	of	ADP
fuelectenerg-6946	80	65	available	available	ADJ
fuelectenerg-6946	80	66	services	service	NOUN
fuelectenerg-6946	80	67	,	,	PUNCT
fuelectenerg-6946	80	68	and	and	CCONJ
fuelectenerg-6946	80	69	the	the	DET
fuelectenerg-6946	80	70	desire	desire	NOUN
fuelectenerg-6946	80	71	to	to	PART
fuelectenerg-6946	80	72	expand	expand	VERB
fuelectenerg-6946	80	73	applications	application	NOUN
fuelectenerg-6946	80	74	of	of	ADP
fuelectenerg-6946	80	75	the	the	DET
fuelectenerg-6946	80	76	global	global	ADJ
fuelectenerg-6946	80	77	network	network	NOUN
fuelectenerg-6946	80	78	contribute	contribute	VERB
fuelectenerg-6946	80	79	to	to	ADP
fuelectenerg-6946	80	80	its	its	PRON
fuelectenerg-6946	80	81	increased	increase	VERB
fuelectenerg-6946	80	82	insecurity	insecurity	NOUN
fuelectenerg-6946	80	83	.	.	PUNCT
fuelectenerg-6946	81	1	even	even	ADV
fuelectenerg-6946	81	2	with	with	ADP
fuelectenerg-6946	81	3	decades	decade	NOUN
fuelectenerg-6946	81	4	of	of	ADP
fuelectenerg-6946	81	5	research	research	NOUN
fuelectenerg-6946	81	6	,	,	PUNCT
fuelectenerg-6946	81	7	and	and	CCONJ
fuelectenerg-6946	81	8	a	a	DET
fuelectenerg-6946	81	9	lot	lot	NOUN
fuelectenerg-6946	81	10	of	of	ADP
fuelectenerg-6946	81	11	available	available	ADJ
fuelectenerg-6946	81	12	security	security	NOUN
fuelectenerg-6946	81	13	products	product	NOUN
fuelectenerg-6946	81	14	,	,	PUNCT
fuelectenerg-6946	81	15	the	the	DET
fuelectenerg-6946	81	16	internet	internet	NOUN
fuelectenerg-6946	81	17	has	have	AUX
fuelectenerg-6946	81	18	steadily	steadily	ADV
fuelectenerg-6946	81	19	become	become	VERB
fuelectenerg-6946	81	20	more	more	ADV
fuelectenerg-6946	81	21	and	and	CCONJ
fuelectenerg-6946	81	22	more	more	ADV
fuelectenerg-6946	81	23	dangerous	dangerous	ADJ
fuelectenerg-6946	81	24	[	[	X
fuelectenerg-6946	81	25	1	1	NUM
fuelectenerg-6946	81	26	,	,	PUNCT
fuelectenerg-6946	81	27	2	2	NUM
fuelectenerg-6946	81	28	]	]	PUNCT
fuelectenerg-6946	81	29	.	.	PUNCT
fuelectenerg-6946	82	1	living	live	VERB
fuelectenerg-6946	82	2	in	in	ADP
fuelectenerg-6946	82	3	the	the	DET
fuelectenerg-6946	82	4	era	era	NOUN
fuelectenerg-6946	82	5	when	when	SCONJ
fuelectenerg-6946	82	6	everything	everything	PRON
fuelectenerg-6946	82	7	is	be	AUX
fuelectenerg-6946	82	8	connected	connect	VERB
fuelectenerg-6946	82	9	to	to	ADP
fuelectenerg-6946	82	10	the	the	DET
fuelectenerg-6946	82	11	internet	internet	NOUN
fuelectenerg-6946	82	12	requires	require	VERB
fuelectenerg-6946	82	13	a	a	DET
fuelectenerg-6946	82	14	different	different	ADJ
fuelectenerg-6946	82	15	security	security	NOUN
fuelectenerg-6946	82	16	strategy	strategy	NOUN
fuelectenerg-6946	82	17	.	.	PUNCT
fuelectenerg-6946	83	1	when	when	SCONJ
fuelectenerg-6946	83	2	the	the	DET
fuelectenerg-6946	83	3	attack	attack	NOUN
fuelectenerg-6946	83	4	begins	begin	VERB
fuelectenerg-6946	83	5	,	,	PUNCT
fuelectenerg-6946	83	6	it	it	PRON
fuelectenerg-6946	83	7	is	be	AUX
fuelectenerg-6946	83	8	irrelevant	irrelevant	ADJ
fuelectenerg-6946	83	9	how	how	SCONJ
fuelectenerg-6946	83	10	the	the	DET
fuelectenerg-6946	83	11	network	network	NOUN
fuelectenerg-6946	83	12	is	be	AUX
fuelectenerg-6946	83	13	configured	configure	VERB
fuelectenerg-6946	83	14	or	or	CCONJ
fuelectenerg-6946	83	15	what	what	PRON
fuelectenerg-6946	83	16	kind	kind	NOUN
fuelectenerg-6946	83	17	of	of	ADP
fuelectenerg-6946	83	18	“	"	PUNCT
fuelectenerg-6946	83	19	boxes	box	NOUN
fuelectenerg-6946	83	20	”	"	PUNCT
fuelectenerg-6946	83	21	network	network	NOUN
fuelectenerg-6946	83	22	has	have	VERB
fuelectenerg-6946	83	23	,	,	PUNCT
fuelectenerg-6946	83	24	or	or	CCONJ
fuelectenerg-6946	83	25	how	how	SCONJ
fuelectenerg-6946	83	26	many	many	ADJ
fuelectenerg-6946	83	27	security	security	NOUN
fuelectenerg-6946	83	28	devices	device	NOUN
fuelectenerg-6946	83	29	are	be	AUX
fuelectenerg-6946	83	30	installed	instal	VERB
fuelectenerg-6946	83	31	.	.	PUNCT
fuelectenerg-6946	84	1	the	the	DET
fuelectenerg-6946	84	2	only	only	ADJ
fuelectenerg-6946	84	3	thing	thing	NOUN
fuelectenerg-6946	84	4	that	that	PRON
fuelectenerg-6946	84	5	matters	matter	VERB
fuelectenerg-6946	84	6	is	be	AUX
fuelectenerg-6946	84	7	who	who	PRON
fuelectenerg-6946	84	8	is	be	AUX
fuelectenerg-6946	84	9	defending	defend	VERB
fuelectenerg-6946	84	10	the	the	DET
fuelectenerg-6946	84	11	network	network	NOUN
fuelectenerg-6946	84	12	.	.	PUNCT
fuelectenerg-6946	85	1	the	the	DET
fuelectenerg-6946	85	2	only	only	ADJ
fuelectenerg-6946	85	3	way	way	NOUN
fuelectenerg-6946	85	4	to	to	PART
fuelectenerg-6946	85	5	stay	stay	VERB
fuelectenerg-6946	85	6	ahead	ahead	ADV
fuelectenerg-6946	85	7	of	of	ADP
fuelectenerg-6946	85	8	new	new	ADJ
fuelectenerg-6946	85	9	vulnerabilities	vulnerability	NOUN
fuelectenerg-6946	85	10	and	and	CCONJ
fuelectenerg-6946	85	11	attacks	attack	NOUN
fuelectenerg-6946	85	12	is	be	AUX
fuelectenerg-6946	85	13	through	through	ADP
fuelectenerg-6946	85	14	vivid	vivid	ADJ
fuelectenerg-6946	85	15	detection	detection	NOUN
fuelectenerg-6946	85	16	and	and	CCONJ
fuelectenerg-6946	85	17	response	response	NOUN
fuelectenerg-6946	85	18	[	[	X
fuelectenerg-6946	85	19	3	3	NUM
fuelectenerg-6946	85	20	]	]	PUNCT
fuelectenerg-6946	85	21	.	.	PUNCT
fuelectenerg-6946	86	1	unfortunately	unfortunately	ADV
fuelectenerg-6946	86	2	,	,	PUNCT
fuelectenerg-6946	86	3	constant	constant	ADJ
fuelectenerg-6946	86	4	security	security	NOUN
fuelectenerg-6946	86	5	monitoring	monitoring	NOUN
fuelectenerg-6946	86	6	is	be	AUX
fuelectenerg-6946	86	7	a	a	DET
fuelectenerg-6946	86	8	key	key	ADJ
fuelectenerg-6946	86	9	component	component	NOUN
fuelectenerg-6946	86	10	missing	miss	VERB
fuelectenerg-6946	86	11	in	in	ADP
fuelectenerg-6946	86	12	most	most	ADJ
fuelectenerg-6946	86	13	networks	network	NOUN
fuelectenerg-6946	86	14	[	[	X
fuelectenerg-6946	86	15	4	4	NUM
fuelectenerg-6946	86	16	,	,	PUNCT
fuelectenerg-6946	86	17	5	5	NUM
fuelectenerg-6946	86	18	]	]	PUNCT
fuelectenerg-6946	86	19	.	.	PUNCT
fuelectenerg-6946	87	1	intrusion	intrusion	NOUN
fuelectenerg-6946	87	2	detection	detection	NOUN
fuelectenerg-6946	87	3	system	system	NOUN
fuelectenerg-6946	87	4	(	(	PUNCT
fuelectenerg-6946	87	5	ids	id	NOUN
fuelectenerg-6946	87	6	)	)	PUNCT
fuelectenerg-6946	87	7	is	be	AUX
fuelectenerg-6946	87	8	one	one	NUM
fuelectenerg-6946	87	9	of	of	ADP
fuelectenerg-6946	87	10	the	the	DET
fuelectenerg-6946	87	11	most	most	ADV
fuelectenerg-6946	87	12	important	important	ADJ
fuelectenerg-6946	87	13	components	component	NOUN
fuelectenerg-6946	87	14	used	use	VERB
fuelectenerg-6946	87	15	to	to	PART
fuelectenerg-6946	87	16	detect	detect	VERB
fuelectenerg-6946	87	17	attacks	attack	NOUN
fuelectenerg-6946	87	18	in	in	ADP
fuelectenerg-6946	87	19	monitored	monitored	ADJ
fuelectenerg-6946	87	20	network	network	NOUN
fuelectenerg-6946	87	21	traffic	traffic	NOUN
fuelectenerg-6946	88	1	[	[	X
fuelectenerg-6946	88	2	6	6	NUM
fuelectenerg-6946	88	3	]	]	PUNCT
fuelectenerg-6946	88	4	.	.	PUNCT
fuelectenerg-6946	89	1	intrusion	intrusion	NOUN
fuelectenerg-6946	89	2	detection	detection	NOUN
fuelectenerg-6946	89	3	is	be	AUX
fuelectenerg-6946	89	4	broadly	broadly	ADV
fuelectenerg-6946	89	5	considered	consider	VERB
fuelectenerg-6946	89	6	to	to	PART
fuelectenerg-6946	89	7	be	be	AUX
fuelectenerg-6946	89	8	a	a	DET
fuelectenerg-6946	89	9	classification	classification	NOUN
fuelectenerg-6946	89	10	problem	problem	NOUN
fuelectenerg-6946	89	11	.	.	PUNCT
fuelectenerg-6946	90	1	based	base	VERB
fuelectenerg-6946	90	2	on	on	ADP
fuelectenerg-6946	90	3	their	their	PRON
fuelectenerg-6946	90	4	classification	classification	NOUN
fuelectenerg-6946	90	5	model	model	NOUN
fuelectenerg-6946	90	6	idss	idss	ADV
fuelectenerg-6946	90	7	are	be	AUX
fuelectenerg-6946	90	8	classified	classify	VERB
fuelectenerg-6946	90	9	into	into	ADP
fuelectenerg-6946	90	10	signature	signature	NOUN
fuelectenerg-6946	90	11	(	(	PUNCT
fuelectenerg-6946	90	12	or	or	CCONJ
fuelectenerg-6946	90	13	pattern	pattern	NOUN
fuelectenerg-6946	90	14	)	)	PUNCT
fuelectenerg-6946	90	15	matching	matching	NOUN
fuelectenerg-6946	90	16	and	and	CCONJ
fuelectenerg-6946	90	17	anomaly	anomaly	NOUN
fuelectenerg-6946	90	18	based	base	VERB
fuelectenerg-6946	90	19	ids	id	NOUN
fuelectenerg-6946	90	20	.	.	PUNCT
fuelectenerg-6946	91	1	the	the	DET
fuelectenerg-6946	91	2	signature	signature	NOUN
fuelectenerg-6946	91	3	matching	match	VERB
fuelectenerg-6946	91	4	ids	ids	NOUN
fuelectenerg-6946	91	5	monitors	monitor	VERB
fuelectenerg-6946	91	6	the	the	DET
fuelectenerg-6946	91	7	network	network	NOUN
fuelectenerg-6946	91	8	activity	activity	NOUN
fuelectenerg-6946	91	9	for	for	ADP
fuelectenerg-6946	91	10	a	a	DET
fuelectenerg-6946	91	11	known	know	VERB
fuelectenerg-6946	91	12	misuse	misuse	NOUN
fuelectenerg-6946	91	13	pattern	pattern	NOUN
fuelectenerg-6946	91	14	that	that	PRON
fuelectenerg-6946	91	15	was	be	AUX
fuelectenerg-6946	91	16	previously	previously	ADV
fuelectenerg-6946	91	17	identified	identify	VERB
fuelectenerg-6946	91	18	as	as	ADP
fuelectenerg-6946	91	19	a	a	DET
fuelectenerg-6946	91	20	malicious	malicious	ADJ
fuelectenerg-6946	91	21	attempt	attempt	NOUN
fuelectenerg-6946	91	22	[	[	X
fuelectenerg-6946	91	23	6	6	NUM
fuelectenerg-6946	91	24	]	]	PUNCT
fuelectenerg-6946	91	25	.	.	PUNCT
fuelectenerg-6946	92	1	having	have	VERB
fuelectenerg-6946	92	2	in	in	ADP
fuelectenerg-6946	92	3	mind	mind	NOUN
fuelectenerg-6946	92	4	typical	typical	ADJ
fuelectenerg-6946	92	5	bandwidths	bandwidth	NOUN
fuelectenerg-6946	92	6	on	on	ADP
fuelectenerg-6946	92	7	the	the	DET
fuelectenerg-6946	92	8	network	network	NOUN
fuelectenerg-6946	92	9	boundaries	boundary	NOUN
fuelectenerg-6946	92	10	,	,	PUNCT
fuelectenerg-6946	92	11	the	the	DET
fuelectenerg-6946	92	12	amount	amount	NOUN
fuelectenerg-6946	92	13	of	of	ADP
fuelectenerg-6946	92	14	data	datum	NOUN
fuelectenerg-6946	92	15	that	that	PRON
fuelectenerg-6946	92	16	need	need	VERB
fuelectenerg-6946	92	17	to	to	PART
fuelectenerg-6946	92	18	be	be	AUX
fuelectenerg-6946	92	19	analyzed	analyze	VERB
fuelectenerg-6946	92	20	for	for	ADP
fuelectenerg-6946	92	21	malicious	malicious	ADJ
fuelectenerg-6946	92	22	signatures	signature	NOUN
fuelectenerg-6946	92	23	becomes	become	VERB
fuelectenerg-6946	92	24	challenging	challenging	ADJ
fuelectenerg-6946	92	25	.	.	PUNCT
fuelectenerg-6946	93	1	there	there	PRON
fuelectenerg-6946	93	2	are	be	VERB
fuelectenerg-6946	93	3	ids	id	NOUN
fuelectenerg-6946	93	4	implementations	implementation	NOUN
fuelectenerg-6946	93	5	available	available	ADJ
fuelectenerg-6946	93	6	that	that	PRON
fuelectenerg-6946	93	7	tend	tend	VERB
fuelectenerg-6946	93	8	to	to	PART
fuelectenerg-6946	93	9	speed	speed	VERB
fuelectenerg-6946	93	10	up	up	ADP
fuelectenerg-6946	93	11	network	network	NOUN
fuelectenerg-6946	93	12	packet	packet	NOUN
fuelectenerg-6946	93	13	analysis	analysis	NOUN
fuelectenerg-6946	93	14	[	[	X
fuelectenerg-6946	93	15	7–12	7–12	X
fuelectenerg-6946	93	16	]	]	X
fuelectenerg-6946	93	17	.	.	PUNCT
fuelectenerg-6946	94	1	different	different	ADJ
fuelectenerg-6946	94	2	approaches	approach	NOUN
fuelectenerg-6946	94	3	to	to	ADP
fuelectenerg-6946	94	4	task	task	NOUN
fuelectenerg-6946	94	5	and	and	CCONJ
fuelectenerg-6946	94	6	data	datum	NOUN
fuelectenerg-6946	94	7	parallelism	parallelism	NOUN
fuelectenerg-6946	94	8	were	be	AUX
fuelectenerg-6946	94	9	exploited	exploit	VERB
fuelectenerg-6946	94	10	[	[	X
fuelectenerg-6946	94	11	9,10,12	9,10,12	NUM
fuelectenerg-6946	94	12	]	]	X
fuelectenerg-6946	94	13	.	.	PUNCT
fuelectenerg-6946	95	1	some	some	DET
fuelectenerg-6946	95	2	implementations	implementation	NOUN
fuelectenerg-6946	95	3	use	use	VERB
fuelectenerg-6946	95	4	multi	multi	ADJ
fuelectenerg-6946	95	5	-	-	ADJ
fuelectenerg-6946	95	6	core	core	ADJ
fuelectenerg-6946	95	7	software	software	NOUN
fuelectenerg-6946	95	8	development	development	NOUN
fuelectenerg-6946	95	9	frameworks	framework	NOUN
fuelectenerg-6946	95	10	to	to	PART
fuelectenerg-6946	95	11	parallelize	parallelize	VERB
fuelectenerg-6946	95	12	the	the	DET
fuelectenerg-6946	95	13	execution	execution	NOUN
fuelectenerg-6946	95	14	on	on	ADP
fuelectenerg-6946	95	15	cpu	cpu	NOUN
fuelectenerg-6946	95	16	[	[	X
fuelectenerg-6946	95	17	11	11	NUM
fuelectenerg-6946	95	18	]	]	PUNCT
fuelectenerg-6946	95	19	,	,	PUNCT
fuelectenerg-6946	95	20	while	while	SCONJ
fuelectenerg-6946	95	21	some	some	PRON
fuelectenerg-6946	95	22	utilize	utilize	VERB
fuelectenerg-6946	95	23	gpus	gpu	NOUN
fuelectenerg-6946	95	24	[	[	X
fuelectenerg-6946	95	25	8	8	NUM
fuelectenerg-6946	95	26	]	]	PUNCT
fuelectenerg-6946	95	27	.	.	PUNCT
fuelectenerg-6946	96	1	the	the	DET
fuelectenerg-6946	96	2	apache	apache	PROPN
fuelectenerg-6946	96	3	hadoop	hadoop	NOUN
fuelectenerg-6946	96	4	is	be	AUX
fuelectenerg-6946	96	5	a	a	DET
fuelectenerg-6946	96	6	framework	framework	NOUN
fuelectenerg-6946	96	7	for	for	ADP
fuelectenerg-6946	96	8	distributed	distribute	VERB
fuelectenerg-6946	96	9	processing	processing	NOUN
fuelectenerg-6946	96	10	of	of	ADP
fuelectenerg-6946	96	11	large	large	ADJ
fuelectenerg-6946	96	12	amount	amount	NOUN
fuelectenerg-6946	96	13	of	of	ADP
fuelectenerg-6946	96	14	data	datum	NOUN
fuelectenerg-6946	96	15	on	on	ADP
fuelectenerg-6946	96	16	clusters	cluster	NOUN
fuelectenerg-6946	96	17	of	of	ADP
fuelectenerg-6946	96	18	computers	computer	NOUN
fuelectenerg-6946	96	19	(	(	PUNCT
fuelectenerg-6946	96	20	nodes	node	NOUN
fuelectenerg-6946	96	21	)	)	PUNCT
fuelectenerg-6946	96	22	using	use	VERB
fuelectenerg-6946	96	23	mapreduce	mapreduce	PROPN
fuelectenerg-6946	96	24	programming	programming	NOUN
fuelectenerg-6946	96	25	model	model	NOUN
fuelectenerg-6946	96	26	,	,	PUNCT
fuelectenerg-6946	96	27	where	where	SCONJ
fuelectenerg-6946	96	28	each	each	DET
fuelectenerg-6946	96	29	node	node	NOUN
fuelectenerg-6946	96	30	offers	offer	VERB
fuelectenerg-6946	96	31	local	local	ADJ
fuelectenerg-6946	96	32	computation	computation	NOUN
fuelectenerg-6946	96	33	and	and	CCONJ
fuelectenerg-6946	96	34	storage	storage	NOUN
fuelectenerg-6946	96	35	[	[	X
fuelectenerg-6946	96	36	13	13	NUM
fuelectenerg-6946	96	37	]	]	SYM
fuelectenerg-6946	96	38	.	.	PUNCT
fuelectenerg-6946	97	1	hadoop	hadoop	NOUN
fuelectenerg-6946	97	2	distributed	distribute	VERB
fuelectenerg-6946	97	3	file	file	NOUN
fuelectenerg-6946	97	4	system	system	NOUN
fuelectenerg-6946	97	5	(	(	PUNCT
fuelectenerg-6946	97	6	hdfs	hdfs	PROPN
fuelectenerg-6946	97	7	)	)	PUNCT
fuelectenerg-6946	97	8	is	be	AUX
fuelectenerg-6946	97	9	used	use	VERB
fuelectenerg-6946	97	10	for	for	ADP
fuelectenerg-6946	97	11	distributed	distribute	VERB
fuelectenerg-6946	97	12	data	data	NOUN
fuelectenerg-6946	97	13	storage	storage	NOUN
fuelectenerg-6946	97	14	,	,	PUNCT
fuelectenerg-6946	97	15	and	and	CCONJ
fuelectenerg-6946	97	16	it	it	PRON
fuelectenerg-6946	97	17	represents	represent	VERB
fuelectenerg-6946	97	18	a	a	DET
fuelectenerg-6946	97	19	layer	layer	NOUN
fuelectenerg-6946	97	20	above	above	ADP
fuelectenerg-6946	97	21	existing	exist	VERB
fuelectenerg-6946	97	22	file	file	NOUN
fuelectenerg-6946	97	23	system	system	NOUN
fuelectenerg-6946	97	24	of	of	ADP
fuelectenerg-6946	97	25	every	every	DET
fuelectenerg-6946	97	26	node	node	NOUN
fuelectenerg-6946	97	27	in	in	ADP
fuelectenerg-6946	97	28	cluster	cluster	NOUN
fuelectenerg-6946	97	29	used	use	VERB
fuelectenerg-6946	97	30	to	to	PART
fuelectenerg-6946	97	31	store	store	VERB
fuelectenerg-6946	97	32	input	input	NOUN
fuelectenerg-6946	97	33	files	file	NOUN
fuelectenerg-6946	97	34	or	or	CCONJ
fuelectenerg-6946	97	35	parts	part	NOUN
fuelectenerg-6946	97	36	of	of	ADP
fuelectenerg-6946	97	37	them	they	PRON
fuelectenerg-6946	97	38	.	.	PUNCT
fuelectenerg-6946	98	1	large	large	ADJ
fuelectenerg-6946	98	2	files	file	NOUN
fuelectenerg-6946	98	3	are	be	AUX
fuelectenerg-6946	98	4	split	split	VERB
fuelectenerg-6946	98	5	into	into	ADP
fuelectenerg-6946	98	6	a	a	DET
fuelectenerg-6946	98	7	group	group	NOUN
fuelectenerg-6946	98	8	of	of	ADP
fuelectenerg-6946	98	9	smaller	small	ADJ
fuelectenerg-6946	98	10	blocks	block	NOUN
fuelectenerg-6946	98	11	.	.	PUNCT
fuelectenerg-6946	99	1	size	size	NOUN
fuelectenerg-6946	99	2	of	of	ADP
fuelectenerg-6946	99	3	these	these	DET
fuelectenerg-6946	99	4	blocks	block	NOUN
fuelectenerg-6946	99	5	is	be	AUX
fuelectenerg-6946	99	6	fixed	fix	VERB
fuelectenerg-6946	99	7	,	,	PUNCT
fuelectenerg-6946	99	8	so	so	SCONJ
fuelectenerg-6946	99	9	it	it	PRON
fuelectenerg-6946	99	10	is	be	AUX
fuelectenerg-6946	99	11	easy	easy	ADJ
fuelectenerg-6946	99	12	for	for	SCONJ
fuelectenerg-6946	99	13	hadoop	hadoop	NOUN
fuelectenerg-6946	99	14	to	to	PART
fuelectenerg-6946	99	15	index	index	NOUN
fuelectenerg-6946	99	16	any	any	DET
fuelectenerg-6946	99	17	block	block	NOUN
fuelectenerg-6946	99	18	within	within	ADP
fuelectenerg-6946	99	19	the	the	DET
fuelectenerg-6946	99	20	file	file	NOUN
fuelectenerg-6946	99	21	[	[	X
fuelectenerg-6946	99	22	7	7	NUM
fuelectenerg-6946	99	23	]	]	PUNCT
fuelectenerg-6946	99	24	.	.	PUNCT
fuelectenerg-6946	100	1	however	however	ADV
fuelectenerg-6946	100	2	,	,	PUNCT
fuelectenerg-6946	100	3	this	this	DET
fuelectenerg-6946	100	4	data	data	NOUN
fuelectenerg-6946	100	5	distribution	distribution	NOUN
fuelectenerg-6946	100	6	technique	technique	NOUN
fuelectenerg-6946	100	7	can	can	AUX
fuelectenerg-6946	100	8	introduce	introduce	VERB
fuelectenerg-6946	100	9	problems	problem	NOUN
fuelectenerg-6946	100	10	when	when	SCONJ
fuelectenerg-6946	100	11	splitting	split	VERB
fuelectenerg-6946	100	12	a	a	DET
fuelectenerg-6946	100	13	sensitive	sensitive	ADJ
fuelectenerg-6946	100	14	data	datum	NOUN
fuelectenerg-6946	100	15	such	such	ADJ
fuelectenerg-6946	100	16	as	as	ADP
fuelectenerg-6946	100	17	network	network	NOUN
fuelectenerg-6946	100	18	data	datum	NOUN
fuelectenerg-6946	100	19	frames	frame	NOUN
fuelectenerg-6946	100	20	across	across	ADP
fuelectenerg-6946	100	21	a	a	DET
fuelectenerg-6946	100	22	cluster	cluster	NOUN
fuelectenerg-6946	100	23	nodes	node	NOUN
fuelectenerg-6946	100	24	.	.	PUNCT
fuelectenerg-6946	101	1	due	due	ADP
fuelectenerg-6946	101	2	to	to	ADP
fuelectenerg-6946	101	3	the	the	DET
fuelectenerg-6946	101	4	fixed	fix	VERB
fuelectenerg-6946	101	5	size	size	NOUN
fuelectenerg-6946	101	6	of	of	ADP
fuelectenerg-6946	101	7	the	the	DET
fuelectenerg-6946	101	8	block	block	NOUN
fuelectenerg-6946	101	9	,	,	PUNCT
fuelectenerg-6946	101	10	one	one	NUM
fuelectenerg-6946	101	11	part	part	NOUN
fuelectenerg-6946	101	12	of	of	ADP
fuelectenerg-6946	101	13	the	the	DET
fuelectenerg-6946	101	14	network	network	NOUN
fuelectenerg-6946	101	15	packet	packet	NOUN
fuelectenerg-6946	101	16	can	can	AUX
fuelectenerg-6946	101	17	end	end	VERB
fuelectenerg-6946	101	18	up	up	ADP
fuelectenerg-6946	101	19	on	on	ADP
fuelectenerg-6946	101	20	one	one	NUM
fuelectenerg-6946	101	21	node	node	NOUN
fuelectenerg-6946	101	22	,	,	PUNCT
fuelectenerg-6946	101	23	while	while	SCONJ
fuelectenerg-6946	101	24	the	the	DET
fuelectenerg-6946	101	25	other	other	ADJ
fuelectenerg-6946	101	26	part	part	NOUN
fuelectenerg-6946	101	27	is	be	AUX
fuelectenerg-6946	101	28	on	on	ADP
fuelectenerg-6946	101	29	the	the	DET
fuelectenerg-6946	101	30	other	other	ADJ
fuelectenerg-6946	101	31	,	,	PUNCT
fuelectenerg-6946	101	32	making	make	VERB
fuelectenerg-6946	101	33	malicious	malicious	ADJ
fuelectenerg-6946	101	34	pattern	pattern	NOUN
fuelectenerg-6946	101	35	matching	match	VERB
fuelectenerg-6946	101	36	challenging	challenge	VERB
fuelectenerg-6946	102	1	[	[	X
fuelectenerg-6946	102	2	14,15	14,15	NUM
fuelectenerg-6946	102	3	]	]	X
fuelectenerg-6946	102	4	.	.	PUNCT
fuelectenerg-6946	103	1	240	240	NUM
fuelectenerg-6946	103	2	v.	v.	ADP
fuelectenerg-6946	103	3	ćirić	ćirić	NOUN
fuelectenerg-6946	103	4	,	,	PUNCT
fuelectenerg-6946	103	5	d.	d.	PROPN
fuelectenerg-6946	103	6	cvetković	cvetković	PROPN
fuelectenerg-6946	103	7	,	,	PUNCT
fuelectenerg-6946	103	8	n.	n.	PROPN
fuelectenerg-6946	103	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	103	10	,	,	PUNCT
fuelectenerg-6946	103	11	n.	n.	PROPN
fuelectenerg-6946	103	12	stojanović	stojanović	PROPN
fuelectenerg-6946	103	13	,	,	PUNCT
fuelectenerg-6946	103	14	i.	i.	PROPN
fuelectenerg-6946	103	15	milentijević	milentijević	PROPN
fuelectenerg-6946	103	16	input	input	PROPN
fuelectenerg-6946	103	17	splits	split	VERB
fuelectenerg-6946	103	18	design	design	NOUN
fuelectenerg-6946	103	19	techniques	technique	NOUN
fuelectenerg-6946	103	20	for	for	ADP
fuelectenerg-6946	103	21	ids	id	NOUN
fuelectenerg-6946	103	22	on	on	ADP
fuelectenerg-6946	103	23	hadoop	hadoop	NOUN
fuelectenerg-6946	103	24	cluster	cluster	NOUN
fuelectenerg-6946	103	25	241	241	NUM
fuelectenerg-6946	103	26	2	2	NUM
fuelectenerg-6946	103	27	v.ciric	v.ciric	NOUN
fuelectenerg-6946	103	28	et	et	PROPN
fuelectenerg-6946	103	29	al	al	PROPN
fuelectenerg-6946	103	30	.	.	PROPN
fuelectenerg-6946	103	31	1	1	NUM
fuelectenerg-6946	103	32	introduction	introduction	NOUN
fuelectenerg-6946	103	33	the	the	DET
fuelectenerg-6946	103	34	complexity	complexity	NOUN
fuelectenerg-6946	103	35	of	of	ADP
fuelectenerg-6946	103	36	the	the	DET
fuelectenerg-6946	103	37	internet	internet	NOUN
fuelectenerg-6946	103	38	,	,	PUNCT
fuelectenerg-6946	103	39	diversity	diversity	NOUN
fuelectenerg-6946	103	40	of	of	ADP
fuelectenerg-6946	103	41	available	available	ADJ
fuelectenerg-6946	103	42	services	service	NOUN
fuelectenerg-6946	103	43	,	,	PUNCT
fuelectenerg-6946	103	44	and	and	CCONJ
fuelectenerg-6946	103	45	the	the	DET
fuelectenerg-6946	103	46	desire	desire	NOUN
fuelectenerg-6946	103	47	to	to	PART
fuelectenerg-6946	103	48	expand	expand	VERB
fuelectenerg-6946	103	49	applications	application	NOUN
fuelectenerg-6946	103	50	of	of	ADP
fuelectenerg-6946	103	51	the	the	DET
fuelectenerg-6946	103	52	global	global	ADJ
fuelectenerg-6946	103	53	network	network	NOUN
fuelectenerg-6946	103	54	contribute	contribute	VERB
fuelectenerg-6946	103	55	to	to	ADP
fuelectenerg-6946	103	56	its	its	PRON
fuelectenerg-6946	103	57	increased	increase	VERB
fuelectenerg-6946	103	58	insecurity	insecurity	NOUN
fuelectenerg-6946	103	59	.	.	PUNCT
fuelectenerg-6946	104	1	even	even	ADV
fuelectenerg-6946	104	2	with	with	ADP
fuelectenerg-6946	104	3	decades	decade	NOUN
fuelectenerg-6946	104	4	of	of	ADP
fuelectenerg-6946	104	5	research	research	NOUN
fuelectenerg-6946	104	6	,	,	PUNCT
fuelectenerg-6946	104	7	and	and	CCONJ
fuelectenerg-6946	104	8	a	a	DET
fuelectenerg-6946	104	9	lot	lot	NOUN
fuelectenerg-6946	104	10	of	of	ADP
fuelectenerg-6946	104	11	available	available	ADJ
fuelectenerg-6946	104	12	security	security	NOUN
fuelectenerg-6946	104	13	products	product	NOUN
fuelectenerg-6946	104	14	,	,	PUNCT
fuelectenerg-6946	104	15	the	the	DET
fuelectenerg-6946	104	16	internet	internet	NOUN
fuelectenerg-6946	104	17	has	have	AUX
fuelectenerg-6946	104	18	steadily	steadily	ADV
fuelectenerg-6946	104	19	become	become	VERB
fuelectenerg-6946	104	20	more	more	ADV
fuelectenerg-6946	104	21	and	and	CCONJ
fuelectenerg-6946	104	22	more	more	ADV
fuelectenerg-6946	104	23	dangerous	dangerous	ADJ
fuelectenerg-6946	104	24	[	[	X
fuelectenerg-6946	104	25	1	1	NUM
fuelectenerg-6946	104	26	,	,	PUNCT
fuelectenerg-6946	104	27	2	2	NUM
fuelectenerg-6946	104	28	]	]	PUNCT
fuelectenerg-6946	104	29	.	.	PUNCT
fuelectenerg-6946	105	1	living	live	VERB
fuelectenerg-6946	105	2	in	in	ADP
fuelectenerg-6946	105	3	the	the	DET
fuelectenerg-6946	105	4	era	era	NOUN
fuelectenerg-6946	105	5	when	when	SCONJ
fuelectenerg-6946	105	6	everything	everything	PRON
fuelectenerg-6946	105	7	is	be	AUX
fuelectenerg-6946	105	8	connected	connect	VERB
fuelectenerg-6946	105	9	to	to	ADP
fuelectenerg-6946	105	10	the	the	DET
fuelectenerg-6946	105	11	internet	internet	NOUN
fuelectenerg-6946	105	12	requires	require	VERB
fuelectenerg-6946	105	13	a	a	DET
fuelectenerg-6946	105	14	different	different	ADJ
fuelectenerg-6946	105	15	security	security	NOUN
fuelectenerg-6946	105	16	strategy	strategy	NOUN
fuelectenerg-6946	105	17	.	.	PUNCT
fuelectenerg-6946	106	1	when	when	SCONJ
fuelectenerg-6946	106	2	the	the	DET
fuelectenerg-6946	106	3	attack	attack	NOUN
fuelectenerg-6946	106	4	begins	begin	VERB
fuelectenerg-6946	106	5	,	,	PUNCT
fuelectenerg-6946	106	6	it	it	PRON
fuelectenerg-6946	106	7	is	be	AUX
fuelectenerg-6946	106	8	irrelevant	irrelevant	ADJ
fuelectenerg-6946	106	9	how	how	SCONJ
fuelectenerg-6946	106	10	the	the	DET
fuelectenerg-6946	106	11	network	network	NOUN
fuelectenerg-6946	106	12	is	be	AUX
fuelectenerg-6946	106	13	configured	configure	VERB
fuelectenerg-6946	106	14	or	or	CCONJ
fuelectenerg-6946	106	15	what	what	PRON
fuelectenerg-6946	106	16	kind	kind	NOUN
fuelectenerg-6946	106	17	of	of	ADP
fuelectenerg-6946	106	18	“	"	PUNCT
fuelectenerg-6946	106	19	boxes	box	NOUN
fuelectenerg-6946	106	20	”	"	PUNCT
fuelectenerg-6946	106	21	network	network	NOUN
fuelectenerg-6946	106	22	has	have	VERB
fuelectenerg-6946	106	23	,	,	PUNCT
fuelectenerg-6946	106	24	or	or	CCONJ
fuelectenerg-6946	106	25	how	how	SCONJ
fuelectenerg-6946	106	26	many	many	ADJ
fuelectenerg-6946	106	27	security	security	NOUN
fuelectenerg-6946	106	28	devices	device	NOUN
fuelectenerg-6946	106	29	are	be	AUX
fuelectenerg-6946	106	30	installed	instal	VERB
fuelectenerg-6946	106	31	.	.	PUNCT
fuelectenerg-6946	107	1	the	the	DET
fuelectenerg-6946	107	2	only	only	ADJ
fuelectenerg-6946	107	3	thing	thing	NOUN
fuelectenerg-6946	107	4	that	that	PRON
fuelectenerg-6946	107	5	matters	matter	VERB
fuelectenerg-6946	107	6	is	be	AUX
fuelectenerg-6946	107	7	who	who	PRON
fuelectenerg-6946	107	8	is	be	AUX
fuelectenerg-6946	107	9	defending	defend	VERB
fuelectenerg-6946	107	10	the	the	DET
fuelectenerg-6946	107	11	network	network	NOUN
fuelectenerg-6946	107	12	.	.	PUNCT
fuelectenerg-6946	108	1	the	the	DET
fuelectenerg-6946	108	2	only	only	ADJ
fuelectenerg-6946	108	3	way	way	NOUN
fuelectenerg-6946	108	4	to	to	PART
fuelectenerg-6946	108	5	stay	stay	VERB
fuelectenerg-6946	108	6	ahead	ahead	ADV
fuelectenerg-6946	108	7	of	of	ADP
fuelectenerg-6946	108	8	new	new	ADJ
fuelectenerg-6946	108	9	vulnerabilities	vulnerability	NOUN
fuelectenerg-6946	108	10	and	and	CCONJ
fuelectenerg-6946	108	11	attacks	attack	NOUN
fuelectenerg-6946	108	12	is	be	AUX
fuelectenerg-6946	108	13	through	through	ADP
fuelectenerg-6946	108	14	vivid	vivid	ADJ
fuelectenerg-6946	108	15	detection	detection	NOUN
fuelectenerg-6946	108	16	and	and	CCONJ
fuelectenerg-6946	108	17	response	response	NOUN
fuelectenerg-6946	108	18	[	[	X
fuelectenerg-6946	108	19	3	3	NUM
fuelectenerg-6946	108	20	]	]	PUNCT
fuelectenerg-6946	108	21	.	.	PUNCT
fuelectenerg-6946	109	1	unfortunately	unfortunately	ADV
fuelectenerg-6946	109	2	,	,	PUNCT
fuelectenerg-6946	109	3	constant	constant	ADJ
fuelectenerg-6946	109	4	security	security	NOUN
fuelectenerg-6946	109	5	monitoring	monitoring	NOUN
fuelectenerg-6946	109	6	is	be	AUX
fuelectenerg-6946	109	7	a	a	DET
fuelectenerg-6946	109	8	key	key	ADJ
fuelectenerg-6946	109	9	component	component	NOUN
fuelectenerg-6946	109	10	missing	miss	VERB
fuelectenerg-6946	109	11	in	in	ADP
fuelectenerg-6946	109	12	most	most	ADJ
fuelectenerg-6946	109	13	networks	network	NOUN
fuelectenerg-6946	109	14	[	[	X
fuelectenerg-6946	109	15	4	4	NUM
fuelectenerg-6946	109	16	,	,	PUNCT
fuelectenerg-6946	109	17	5	5	NUM
fuelectenerg-6946	109	18	]	]	PUNCT
fuelectenerg-6946	109	19	.	.	PUNCT
fuelectenerg-6946	110	1	intrusion	intrusion	NOUN
fuelectenerg-6946	110	2	detection	detection	NOUN
fuelectenerg-6946	110	3	system	system	NOUN
fuelectenerg-6946	110	4	(	(	PUNCT
fuelectenerg-6946	110	5	ids	id	NOUN
fuelectenerg-6946	110	6	)	)	PUNCT
fuelectenerg-6946	110	7	is	be	AUX
fuelectenerg-6946	110	8	one	one	NUM
fuelectenerg-6946	110	9	of	of	ADP
fuelectenerg-6946	110	10	the	the	DET
fuelectenerg-6946	110	11	most	most	ADV
fuelectenerg-6946	110	12	important	important	ADJ
fuelectenerg-6946	110	13	components	component	NOUN
fuelectenerg-6946	110	14	used	use	VERB
fuelectenerg-6946	110	15	to	to	PART
fuelectenerg-6946	110	16	detect	detect	VERB
fuelectenerg-6946	110	17	attacks	attack	NOUN
fuelectenerg-6946	110	18	in	in	ADP
fuelectenerg-6946	110	19	monitored	monitored	ADJ
fuelectenerg-6946	110	20	network	network	NOUN
fuelectenerg-6946	110	21	traffic	traffic	NOUN
fuelectenerg-6946	111	1	[	[	X
fuelectenerg-6946	111	2	6	6	NUM
fuelectenerg-6946	111	3	]	]	PUNCT
fuelectenerg-6946	111	4	.	.	PUNCT
fuelectenerg-6946	112	1	intrusion	intrusion	NOUN
fuelectenerg-6946	112	2	detection	detection	NOUN
fuelectenerg-6946	112	3	is	be	AUX
fuelectenerg-6946	112	4	broadly	broadly	ADV
fuelectenerg-6946	112	5	considered	consider	VERB
fuelectenerg-6946	112	6	to	to	PART
fuelectenerg-6946	112	7	be	be	AUX
fuelectenerg-6946	112	8	a	a	DET
fuelectenerg-6946	112	9	classification	classification	NOUN
fuelectenerg-6946	112	10	problem	problem	NOUN
fuelectenerg-6946	112	11	.	.	PUNCT
fuelectenerg-6946	113	1	based	base	VERB
fuelectenerg-6946	113	2	on	on	ADP
fuelectenerg-6946	113	3	their	their	PRON
fuelectenerg-6946	113	4	classification	classification	NOUN
fuelectenerg-6946	113	5	model	model	NOUN
fuelectenerg-6946	113	6	idss	idss	ADV
fuelectenerg-6946	113	7	are	be	AUX
fuelectenerg-6946	113	8	classified	classify	VERB
fuelectenerg-6946	113	9	into	into	ADP
fuelectenerg-6946	113	10	signature	signature	NOUN
fuelectenerg-6946	113	11	(	(	PUNCT
fuelectenerg-6946	113	12	or	or	CCONJ
fuelectenerg-6946	113	13	pattern	pattern	NOUN
fuelectenerg-6946	113	14	)	)	PUNCT
fuelectenerg-6946	113	15	matching	matching	NOUN
fuelectenerg-6946	113	16	and	and	CCONJ
fuelectenerg-6946	113	17	anomaly	anomaly	NOUN
fuelectenerg-6946	113	18	based	base	VERB
fuelectenerg-6946	113	19	ids	id	NOUN
fuelectenerg-6946	113	20	.	.	PUNCT
fuelectenerg-6946	114	1	the	the	DET
fuelectenerg-6946	114	2	signature	signature	NOUN
fuelectenerg-6946	114	3	matching	match	VERB
fuelectenerg-6946	114	4	ids	ids	NOUN
fuelectenerg-6946	114	5	monitors	monitor	VERB
fuelectenerg-6946	114	6	the	the	DET
fuelectenerg-6946	114	7	network	network	NOUN
fuelectenerg-6946	114	8	activity	activity	NOUN
fuelectenerg-6946	114	9	for	for	ADP
fuelectenerg-6946	114	10	a	a	DET
fuelectenerg-6946	114	11	known	know	VERB
fuelectenerg-6946	114	12	misuse	misuse	NOUN
fuelectenerg-6946	114	13	pattern	pattern	NOUN
fuelectenerg-6946	114	14	that	that	PRON
fuelectenerg-6946	114	15	was	be	AUX
fuelectenerg-6946	114	16	previously	previously	ADV
fuelectenerg-6946	114	17	identified	identify	VERB
fuelectenerg-6946	114	18	as	as	ADP
fuelectenerg-6946	114	19	a	a	DET
fuelectenerg-6946	114	20	malicious	malicious	ADJ
fuelectenerg-6946	114	21	attempt	attempt	NOUN
fuelectenerg-6946	114	22	[	[	X
fuelectenerg-6946	114	23	6	6	NUM
fuelectenerg-6946	114	24	]	]	PUNCT
fuelectenerg-6946	114	25	.	.	PUNCT
fuelectenerg-6946	115	1	having	have	VERB
fuelectenerg-6946	115	2	in	in	ADP
fuelectenerg-6946	115	3	mind	mind	NOUN
fuelectenerg-6946	115	4	typical	typical	ADJ
fuelectenerg-6946	115	5	bandwidths	bandwidth	NOUN
fuelectenerg-6946	115	6	on	on	ADP
fuelectenerg-6946	115	7	the	the	DET
fuelectenerg-6946	115	8	network	network	NOUN
fuelectenerg-6946	115	9	boundaries	boundary	NOUN
fuelectenerg-6946	115	10	,	,	PUNCT
fuelectenerg-6946	115	11	the	the	DET
fuelectenerg-6946	115	12	amount	amount	NOUN
fuelectenerg-6946	115	13	of	of	ADP
fuelectenerg-6946	115	14	data	datum	NOUN
fuelectenerg-6946	115	15	that	that	PRON
fuelectenerg-6946	115	16	need	need	VERB
fuelectenerg-6946	115	17	to	to	PART
fuelectenerg-6946	115	18	be	be	AUX
fuelectenerg-6946	115	19	analyzed	analyze	VERB
fuelectenerg-6946	115	20	for	for	ADP
fuelectenerg-6946	115	21	malicious	malicious	ADJ
fuelectenerg-6946	115	22	signatures	signature	NOUN
fuelectenerg-6946	115	23	becomes	become	VERB
fuelectenerg-6946	115	24	challenging	challenging	ADJ
fuelectenerg-6946	115	25	.	.	PUNCT
fuelectenerg-6946	116	1	there	there	PRON
fuelectenerg-6946	116	2	are	be	VERB
fuelectenerg-6946	116	3	ids	id	NOUN
fuelectenerg-6946	116	4	implementations	implementation	NOUN
fuelectenerg-6946	116	5	available	available	ADJ
fuelectenerg-6946	116	6	that	that	PRON
fuelectenerg-6946	116	7	tend	tend	VERB
fuelectenerg-6946	116	8	to	to	PART
fuelectenerg-6946	116	9	speed	speed	VERB
fuelectenerg-6946	116	10	up	up	ADP
fuelectenerg-6946	116	11	network	network	NOUN
fuelectenerg-6946	116	12	packet	packet	NOUN
fuelectenerg-6946	116	13	analysis	analysis	NOUN
fuelectenerg-6946	116	14	[	[	X
fuelectenerg-6946	116	15	7–12	7–12	X
fuelectenerg-6946	116	16	]	]	X
fuelectenerg-6946	116	17	.	.	PUNCT
fuelectenerg-6946	117	1	different	different	ADJ
fuelectenerg-6946	117	2	approaches	approach	NOUN
fuelectenerg-6946	117	3	to	to	ADP
fuelectenerg-6946	117	4	task	task	NOUN
fuelectenerg-6946	117	5	and	and	CCONJ
fuelectenerg-6946	117	6	data	datum	NOUN
fuelectenerg-6946	117	7	parallelism	parallelism	NOUN
fuelectenerg-6946	117	8	were	be	AUX
fuelectenerg-6946	117	9	exploited	exploit	VERB
fuelectenerg-6946	117	10	[	[	X
fuelectenerg-6946	117	11	9,10,12	9,10,12	NUM
fuelectenerg-6946	117	12	]	]	X
fuelectenerg-6946	117	13	.	.	PUNCT
fuelectenerg-6946	118	1	some	some	DET
fuelectenerg-6946	118	2	implementations	implementation	NOUN
fuelectenerg-6946	118	3	use	use	VERB
fuelectenerg-6946	118	4	multi	multi	ADJ
fuelectenerg-6946	118	5	-	-	ADJ
fuelectenerg-6946	118	6	core	core	ADJ
fuelectenerg-6946	118	7	software	software	NOUN
fuelectenerg-6946	118	8	development	development	NOUN
fuelectenerg-6946	118	9	frameworks	framework	NOUN
fuelectenerg-6946	118	10	to	to	PART
fuelectenerg-6946	118	11	parallelize	parallelize	VERB
fuelectenerg-6946	118	12	the	the	DET
fuelectenerg-6946	118	13	execution	execution	NOUN
fuelectenerg-6946	118	14	on	on	ADP
fuelectenerg-6946	118	15	cpu	cpu	NOUN
fuelectenerg-6946	118	16	[	[	X
fuelectenerg-6946	118	17	11	11	NUM
fuelectenerg-6946	118	18	]	]	PUNCT
fuelectenerg-6946	118	19	,	,	PUNCT
fuelectenerg-6946	118	20	while	while	SCONJ
fuelectenerg-6946	118	21	some	some	PRON
fuelectenerg-6946	118	22	utilize	utilize	VERB
fuelectenerg-6946	118	23	gpus	gpu	NOUN
fuelectenerg-6946	118	24	[	[	X
fuelectenerg-6946	118	25	8	8	NUM
fuelectenerg-6946	118	26	]	]	PUNCT
fuelectenerg-6946	118	27	.	.	PUNCT
fuelectenerg-6946	119	1	the	the	DET
fuelectenerg-6946	119	2	apache	apache	PROPN
fuelectenerg-6946	119	3	hadoop	hadoop	NOUN
fuelectenerg-6946	119	4	is	be	AUX
fuelectenerg-6946	119	5	a	a	DET
fuelectenerg-6946	119	6	framework	framework	NOUN
fuelectenerg-6946	119	7	for	for	ADP
fuelectenerg-6946	119	8	distributed	distribute	VERB
fuelectenerg-6946	119	9	processing	processing	NOUN
fuelectenerg-6946	119	10	of	of	ADP
fuelectenerg-6946	119	11	large	large	ADJ
fuelectenerg-6946	119	12	amount	amount	NOUN
fuelectenerg-6946	119	13	of	of	ADP
fuelectenerg-6946	119	14	data	datum	NOUN
fuelectenerg-6946	119	15	on	on	ADP
fuelectenerg-6946	119	16	clusters	cluster	NOUN
fuelectenerg-6946	119	17	of	of	ADP
fuelectenerg-6946	119	18	computers	computer	NOUN
fuelectenerg-6946	119	19	(	(	PUNCT
fuelectenerg-6946	119	20	nodes	node	NOUN
fuelectenerg-6946	119	21	)	)	PUNCT
fuelectenerg-6946	119	22	using	use	VERB
fuelectenerg-6946	119	23	mapreduce	mapreduce	PROPN
fuelectenerg-6946	119	24	programming	programming	NOUN
fuelectenerg-6946	119	25	model	model	NOUN
fuelectenerg-6946	119	26	,	,	PUNCT
fuelectenerg-6946	119	27	where	where	SCONJ
fuelectenerg-6946	119	28	each	each	DET
fuelectenerg-6946	119	29	node	node	NOUN
fuelectenerg-6946	119	30	offers	offer	VERB
fuelectenerg-6946	119	31	local	local	ADJ
fuelectenerg-6946	119	32	computation	computation	NOUN
fuelectenerg-6946	119	33	and	and	CCONJ
fuelectenerg-6946	119	34	storage	storage	NOUN
fuelectenerg-6946	119	35	[	[	X
fuelectenerg-6946	119	36	13	13	NUM
fuelectenerg-6946	119	37	]	]	SYM
fuelectenerg-6946	119	38	.	.	PUNCT
fuelectenerg-6946	120	1	hadoop	hadoop	NOUN
fuelectenerg-6946	120	2	distributed	distribute	VERB
fuelectenerg-6946	120	3	file	file	NOUN
fuelectenerg-6946	120	4	system	system	NOUN
fuelectenerg-6946	120	5	(	(	PUNCT
fuelectenerg-6946	120	6	hdfs	hdfs	PROPN
fuelectenerg-6946	120	7	)	)	PUNCT
fuelectenerg-6946	120	8	is	be	AUX
fuelectenerg-6946	120	9	used	use	VERB
fuelectenerg-6946	120	10	for	for	ADP
fuelectenerg-6946	120	11	distributed	distribute	VERB
fuelectenerg-6946	120	12	data	data	NOUN
fuelectenerg-6946	120	13	storage	storage	NOUN
fuelectenerg-6946	120	14	,	,	PUNCT
fuelectenerg-6946	120	15	and	and	CCONJ
fuelectenerg-6946	120	16	it	it	PRON
fuelectenerg-6946	120	17	represents	represent	VERB
fuelectenerg-6946	120	18	a	a	DET
fuelectenerg-6946	120	19	layer	layer	NOUN
fuelectenerg-6946	120	20	above	above	ADP
fuelectenerg-6946	120	21	existing	exist	VERB
fuelectenerg-6946	120	22	file	file	NOUN
fuelectenerg-6946	120	23	system	system	NOUN
fuelectenerg-6946	120	24	of	of	ADP
fuelectenerg-6946	120	25	every	every	DET
fuelectenerg-6946	120	26	node	node	NOUN
fuelectenerg-6946	120	27	in	in	ADP
fuelectenerg-6946	120	28	cluster	cluster	NOUN
fuelectenerg-6946	120	29	used	use	VERB
fuelectenerg-6946	120	30	to	to	PART
fuelectenerg-6946	120	31	store	store	VERB
fuelectenerg-6946	120	32	input	input	NOUN
fuelectenerg-6946	120	33	files	file	NOUN
fuelectenerg-6946	120	34	or	or	CCONJ
fuelectenerg-6946	120	35	parts	part	NOUN
fuelectenerg-6946	120	36	of	of	ADP
fuelectenerg-6946	120	37	them	they	PRON
fuelectenerg-6946	120	38	.	.	PUNCT
fuelectenerg-6946	121	1	large	large	ADJ
fuelectenerg-6946	121	2	files	file	NOUN
fuelectenerg-6946	121	3	are	be	AUX
fuelectenerg-6946	121	4	split	split	VERB
fuelectenerg-6946	121	5	into	into	ADP
fuelectenerg-6946	121	6	a	a	DET
fuelectenerg-6946	121	7	group	group	NOUN
fuelectenerg-6946	121	8	of	of	ADP
fuelectenerg-6946	121	9	smaller	small	ADJ
fuelectenerg-6946	121	10	blocks	block	NOUN
fuelectenerg-6946	121	11	.	.	PUNCT
fuelectenerg-6946	122	1	size	size	NOUN
fuelectenerg-6946	122	2	of	of	ADP
fuelectenerg-6946	122	3	these	these	DET
fuelectenerg-6946	122	4	blocks	block	NOUN
fuelectenerg-6946	122	5	is	be	AUX
fuelectenerg-6946	122	6	fixed	fix	VERB
fuelectenerg-6946	122	7	,	,	PUNCT
fuelectenerg-6946	122	8	so	so	SCONJ
fuelectenerg-6946	122	9	it	it	PRON
fuelectenerg-6946	122	10	is	be	AUX
fuelectenerg-6946	122	11	easy	easy	ADJ
fuelectenerg-6946	122	12	for	for	SCONJ
fuelectenerg-6946	122	13	hadoop	hadoop	NOUN
fuelectenerg-6946	122	14	to	to	PART
fuelectenerg-6946	122	15	index	index	NOUN
fuelectenerg-6946	122	16	any	any	DET
fuelectenerg-6946	122	17	block	block	NOUN
fuelectenerg-6946	122	18	within	within	ADP
fuelectenerg-6946	122	19	the	the	DET
fuelectenerg-6946	122	20	file	file	NOUN
fuelectenerg-6946	122	21	[	[	X
fuelectenerg-6946	122	22	7	7	NUM
fuelectenerg-6946	122	23	]	]	PUNCT
fuelectenerg-6946	122	24	.	.	PUNCT
fuelectenerg-6946	123	1	however	however	ADV
fuelectenerg-6946	123	2	,	,	PUNCT
fuelectenerg-6946	123	3	this	this	DET
fuelectenerg-6946	123	4	data	data	NOUN
fuelectenerg-6946	123	5	distribution	distribution	NOUN
fuelectenerg-6946	123	6	technique	technique	NOUN
fuelectenerg-6946	123	7	can	can	AUX
fuelectenerg-6946	123	8	introduce	introduce	VERB
fuelectenerg-6946	123	9	problems	problem	NOUN
fuelectenerg-6946	123	10	when	when	SCONJ
fuelectenerg-6946	123	11	splitting	split	VERB
fuelectenerg-6946	123	12	a	a	DET
fuelectenerg-6946	123	13	sensitive	sensitive	ADJ
fuelectenerg-6946	123	14	data	datum	NOUN
fuelectenerg-6946	123	15	such	such	ADJ
fuelectenerg-6946	123	16	as	as	ADP
fuelectenerg-6946	123	17	network	network	NOUN
fuelectenerg-6946	123	18	data	datum	NOUN
fuelectenerg-6946	123	19	frames	frame	NOUN
fuelectenerg-6946	123	20	across	across	ADP
fuelectenerg-6946	123	21	a	a	DET
fuelectenerg-6946	123	22	cluster	cluster	NOUN
fuelectenerg-6946	123	23	nodes	node	NOUN
fuelectenerg-6946	123	24	.	.	PUNCT
fuelectenerg-6946	124	1	due	due	ADP
fuelectenerg-6946	124	2	to	to	ADP
fuelectenerg-6946	124	3	the	the	DET
fuelectenerg-6946	124	4	fixed	fix	VERB
fuelectenerg-6946	124	5	size	size	NOUN
fuelectenerg-6946	124	6	of	of	ADP
fuelectenerg-6946	124	7	the	the	DET
fuelectenerg-6946	124	8	block	block	NOUN
fuelectenerg-6946	124	9	,	,	PUNCT
fuelectenerg-6946	124	10	one	one	NUM
fuelectenerg-6946	124	11	part	part	NOUN
fuelectenerg-6946	124	12	of	of	ADP
fuelectenerg-6946	124	13	the	the	DET
fuelectenerg-6946	124	14	network	network	NOUN
fuelectenerg-6946	124	15	packet	packet	NOUN
fuelectenerg-6946	124	16	can	can	AUX
fuelectenerg-6946	124	17	end	end	VERB
fuelectenerg-6946	124	18	up	up	ADP
fuelectenerg-6946	124	19	on	on	ADP
fuelectenerg-6946	124	20	one	one	NUM
fuelectenerg-6946	124	21	node	node	NOUN
fuelectenerg-6946	124	22	,	,	PUNCT
fuelectenerg-6946	124	23	while	while	SCONJ
fuelectenerg-6946	124	24	the	the	DET
fuelectenerg-6946	124	25	other	other	ADJ
fuelectenerg-6946	124	26	part	part	NOUN
fuelectenerg-6946	124	27	is	be	AUX
fuelectenerg-6946	124	28	on	on	ADP
fuelectenerg-6946	124	29	the	the	DET
fuelectenerg-6946	124	30	other	other	ADJ
fuelectenerg-6946	124	31	,	,	PUNCT
fuelectenerg-6946	124	32	making	make	VERB
fuelectenerg-6946	124	33	malicious	malicious	ADJ
fuelectenerg-6946	124	34	pattern	pattern	NOUN
fuelectenerg-6946	124	35	matching	match	VERB
fuelectenerg-6946	124	36	challenging	challenge	VERB
fuelectenerg-6946	125	1	[	[	X
fuelectenerg-6946	125	2	14,15	14,15	NUM
fuelectenerg-6946	125	3	]	]	PUNCT
fuelectenerg-6946	125	4	.	.	PUNCT
fuelectenerg-6946	126	1	input	input	NOUN
fuelectenerg-6946	126	2	splits	split	VERB
fuelectenerg-6946	126	3	design	design	NOUN
fuelectenerg-6946	126	4	techniques	technique	NOUN
fuelectenerg-6946	126	5	for	for	ADP
fuelectenerg-6946	126	6	ids	id	NOUN
fuelectenerg-6946	126	7	on	on	ADP
fuelectenerg-6946	126	8	hadoop	hadoop	NOUN
fuelectenerg-6946	126	9	cluster	cluster	NOUN
fuelectenerg-6946	126	10	3	3	NUM
fuelectenerg-6946	126	11	several	several	ADJ
fuelectenerg-6946	126	12	authors	author	NOUN
fuelectenerg-6946	126	13	already	already	ADV
fuelectenerg-6946	126	14	dealt	deal	VERB
fuelectenerg-6946	126	15	with	with	ADP
fuelectenerg-6946	126	16	the	the	DET
fuelectenerg-6946	126	17	problem	problem	NOUN
fuelectenerg-6946	126	18	of	of	ADP
fuelectenerg-6946	126	19	ids	id	NOUN
fuelectenerg-6946	126	20	implementation	implementation	NOUN
fuelectenerg-6946	126	21	on	on	ADP
fuelectenerg-6946	126	22	hadoop	hadoop	NOUN
fuelectenerg-6946	126	23	.	.	PUNCT
fuelectenerg-6946	127	1	however	however	ADV
fuelectenerg-6946	127	2	,	,	PUNCT
fuelectenerg-6946	127	3	for	for	ADP
fuelectenerg-6946	127	4	the	the	DET
fuelectenerg-6946	127	5	best	good	ADJ
fuelectenerg-6946	127	6	of	of	ADP
fuelectenerg-6946	127	7	our	our	PRON
fuelectenerg-6946	127	8	knowledge	knowledge	NOUN
fuelectenerg-6946	127	9	there	there	PRON
fuelectenerg-6946	127	10	is	be	VERB
fuelectenerg-6946	127	11	no	no	DET
fuelectenerg-6946	127	12	solution	solution	NOUN
fuelectenerg-6946	127	13	that	that	PRON
fuelectenerg-6946	127	14	implements	implement	VERB
fuelectenerg-6946	127	15	ids	id	NOUN
fuelectenerg-6946	127	16	on	on	ADP
fuelectenerg-6946	127	17	hadoop	hadoop	NOUN
fuelectenerg-6946	127	18	without	without	ADP
fuelectenerg-6946	127	19	support	support	NOUN
fuelectenerg-6946	127	20	of	of	ADP
fuelectenerg-6946	127	21	other	other	ADJ
fuelectenerg-6946	127	22	software	software	NOUN
fuelectenerg-6946	127	23	tools	tool	NOUN
fuelectenerg-6946	127	24	.	.	PUNCT
fuelectenerg-6946	128	1	in	in	ADP
fuelectenerg-6946	128	2	[	[	X
fuelectenerg-6946	128	3	16,17	16,17	NUM
fuelectenerg-6946	128	4	]	]	PUNCT
fuelectenerg-6946	128	5	the	the	DET
fuelectenerg-6946	128	6	authors	author	NOUN
fuelectenerg-6946	128	7	used	use	VERB
fuelectenerg-6946	128	8	hadoop	hadoop	NOUN
fuelectenerg-6946	128	9	to	to	ADP
fuelectenerg-6946	128	10	analyse	analyse	NOUN
fuelectenerg-6946	128	11	logs	log	NOUN
fuelectenerg-6946	128	12	gathered	gather	VERB
fuelectenerg-6946	128	13	from	from	ADP
fuelectenerg-6946	128	14	well	well	ADV
fuelectenerg-6946	128	15	-	-	PUNCT
fuelectenerg-6946	128	16	known	know	VERB
fuelectenerg-6946	128	17	snort	snort	NOUN
fuelectenerg-6946	128	18	ids	id	NOUN
fuelectenerg-6946	128	19	.	.	PUNCT
fuelectenerg-6946	129	1	in	in	ADP
fuelectenerg-6946	129	2	[	[	X
fuelectenerg-6946	129	3	18	18	NUM
fuelectenerg-6946	129	4	]	]	PUNCT
fuelectenerg-6946	129	5	the	the	DET
fuelectenerg-6946	129	6	authors	author	NOUN
fuelectenerg-6946	129	7	proposed	propose	VERB
fuelectenerg-6946	129	8	hadoop	hadoop	NOUN
fuelectenerg-6946	129	9	as	as	ADP
fuelectenerg-6946	129	10	a	a	DET
fuelectenerg-6946	129	11	distributed	distribute	VERB
fuelectenerg-6946	129	12	database	database	NOUN
fuelectenerg-6946	129	13	manager	manager	NOUN
fuelectenerg-6946	129	14	,	,	PUNCT
fuelectenerg-6946	129	15	but	but	CCONJ
fuelectenerg-6946	129	16	the	the	DET
fuelectenerg-6946	129	17	main	main	ADJ
fuelectenerg-6946	129	18	processing	processing	NOUN
fuelectenerg-6946	129	19	is	be	AUX
fuelectenerg-6946	129	20	n’t	not	PART
fuelectenerg-6946	129	21	performed	perform	VERB
fuelectenerg-6946	129	22	by	by	ADP
fuelectenerg-6946	129	23	hadoop	hadoop	NOUN
fuelectenerg-6946	129	24	.	.	PUNCT
fuelectenerg-6946	130	1	the	the	DET
fuelectenerg-6946	130	2	goal	goal	NOUN
fuelectenerg-6946	130	3	of	of	ADP
fuelectenerg-6946	130	4	this	this	DET
fuelectenerg-6946	130	5	paper	paper	NOUN
fuelectenerg-6946	130	6	is	be	AUX
fuelectenerg-6946	130	7	design	design	NOUN
fuelectenerg-6946	130	8	and	and	CCONJ
fuelectenerg-6946	130	9	implementation	implementation	NOUN
fuelectenerg-6946	130	10	of	of	ADP
fuelectenerg-6946	130	11	ids	id	NOUN
fuelectenerg-6946	130	12	based	base	VERB
fuelectenerg-6946	130	13	on	on	ADP
fuelectenerg-6946	130	14	apache	apache	PROPN
fuelectenerg-6946	130	15	hadoop	hadoop	NOUN
fuelectenerg-6946	130	16	,	,	PUNCT
fuelectenerg-6946	130	17	with	with	ADP
fuelectenerg-6946	130	18	focus	focus	NOUN
fuelectenerg-6946	130	19	on	on	ADP
fuelectenerg-6946	130	20	data	datum	NOUN
fuelectenerg-6946	130	21	splitting	splitting	NOUN
fuelectenerg-6946	130	22	and	and	CCONJ
fuelectenerg-6946	130	23	distribution	distribution	NOUN
fuelectenerg-6946	130	24	techniques	technique	NOUN
fuelectenerg-6946	130	25	to	to	ADP
fuelectenerg-6946	130	26	cluster	cluster	NOUN
fuelectenerg-6946	130	27	nodes	node	NOUN
fuelectenerg-6946	130	28	.	.	PUNCT
fuelectenerg-6946	131	1	in	in	ADP
fuelectenerg-6946	131	2	this	this	DET
fuelectenerg-6946	131	3	paper	paper	NOUN
fuelectenerg-6946	131	4	we	we	PRON
fuelectenerg-6946	131	5	propose	propose	VERB
fuelectenerg-6946	131	6	different	different	ADJ
fuelectenerg-6946	131	7	input	input	NOUN
fuelectenerg-6946	131	8	split	split	VERB
fuelectenerg-6946	131	9	techniques	technique	NOUN
fuelectenerg-6946	131	10	suitable	suitable	ADJ
fuelectenerg-6946	131	11	for	for	ADP
fuelectenerg-6946	131	12	network	network	NOUN
fuelectenerg-6946	131	13	data	datum	NOUN
fuelectenerg-6946	131	14	distribution	distribution	NOUN
fuelectenerg-6946	131	15	across	across	ADP
fuelectenerg-6946	131	16	cloud	cloud	NOUN
fuelectenerg-6946	131	17	nodes	node	NOUN
fuelectenerg-6946	131	18	and	and	CCONJ
fuelectenerg-6946	131	19	test	test	VERB
fuelectenerg-6946	131	20	the	the	DET
fuelectenerg-6946	131	21	performances	performance	NOUN
fuelectenerg-6946	131	22	of	of	ADP
fuelectenerg-6946	131	23	their	their	PRON
fuelectenerg-6946	131	24	apache	apache	NOUN
fuelectenerg-6946	131	25	hadoop	hadoop	NOUN
fuelectenerg-6946	131	26	implementations	implementation	NOUN
fuelectenerg-6946	131	27	.	.	PUNCT
fuelectenerg-6946	132	1	four	four	NUM
fuelectenerg-6946	132	2	different	different	ADJ
fuelectenerg-6946	132	3	data	datum	NOUN
fuelectenerg-6946	132	4	split	split	NOUN
fuelectenerg-6946	132	5	techniques	technique	NOUN
fuelectenerg-6946	132	6	will	will	AUX
fuelectenerg-6946	132	7	be	be	AUX
fuelectenerg-6946	132	8	proposed	propose	VERB
fuelectenerg-6946	132	9	and	and	CCONJ
fuelectenerg-6946	132	10	analysed	analyse	VERB
fuelectenerg-6946	132	11	.	.	PUNCT
fuelectenerg-6946	133	1	the	the	DET
fuelectenerg-6946	133	2	techniques	technique	NOUN
fuelectenerg-6946	133	3	will	will	AUX
fuelectenerg-6946	133	4	be	be	AUX
fuelectenerg-6946	133	5	described	describe	VERB
fuelectenerg-6946	133	6	in	in	ADP
fuelectenerg-6946	133	7	detail	detail	NOUN
fuelectenerg-6946	133	8	.	.	PUNCT
fuelectenerg-6946	134	1	the	the	DET
fuelectenerg-6946	134	2	ids	id	NOUN
fuelectenerg-6946	134	3	will	will	AUX
fuelectenerg-6946	134	4	be	be	AUX
fuelectenerg-6946	134	5	implemented	implement	VERB
fuelectenerg-6946	134	6	using	use	VERB
fuelectenerg-6946	134	7	myers	myers	PROPN
fuelectenerg-6946	134	8	pattern	pattern	NOUN
fuelectenerg-6946	134	9	search	search	NOUN
fuelectenerg-6946	134	10	algorithm	algorithm	NOUN
fuelectenerg-6946	134	11	as	as	ADP
fuelectenerg-6946	134	12	a	a	DET
fuelectenerg-6946	134	13	core	core	NOUN
fuelectenerg-6946	134	14	for	for	ADP
fuelectenerg-6946	134	15	signature	signature	NOUN
fuelectenerg-6946	134	16	-	-	PUNCT
fuelectenerg-6946	134	17	based	base	VERB
fuelectenerg-6946	134	18	packet	packet	NOUN
fuelectenerg-6946	134	19	analysis	analysis	NOUN
fuelectenerg-6946	134	20	and	and	CCONJ
fuelectenerg-6946	134	21	evaluated	evaluate	VERB
fuelectenerg-6946	134	22	on	on	ADP
fuelectenerg-6946	134	23	apache	apache	PROPN
fuelectenerg-6946	134	24	hadoop	hadoop	NOUN
fuelectenerg-6946	134	25	cluster	cluster	NOUN
fuelectenerg-6946	134	26	with	with	ADP
fuelectenerg-6946	134	27	17	17	NUM
fuelectenerg-6946	134	28	slave	slave	NOUN
fuelectenerg-6946	134	29	nodes	node	NOUN
fuelectenerg-6946	134	30	.	.	PUNCT
fuelectenerg-6946	135	1	we	we	PRON
fuelectenerg-6946	135	2	will	will	AUX
fuelectenerg-6946	135	3	show	show	VERB
fuelectenerg-6946	135	4	that	that	SCONJ
fuelectenerg-6946	135	5	processing	processing	NOUN
fuelectenerg-6946	135	6	speed	speed	NOUN
fuelectenerg-6946	135	7	can	can	AUX
fuelectenerg-6946	135	8	differ	differ	VERB
fuelectenerg-6946	135	9	for	for	ADP
fuelectenerg-6946	135	10	more	more	ADJ
fuelectenerg-6946	135	11	than	than	ADP
fuelectenerg-6946	135	12	30	30	NUM
fuelectenerg-6946	135	13	%	%	NOUN
fuelectenerg-6946	135	14	depending	depend	VERB
fuelectenerg-6946	135	15	on	on	ADP
fuelectenerg-6946	135	16	chosen	choose	VERB
fuelectenerg-6946	135	17	input	input	NOUN
fuelectenerg-6946	135	18	split	split	NOUN
fuelectenerg-6946	135	19	design	design	NOUN
fuelectenerg-6946	135	20	strategy	strategy	NOUN
fuelectenerg-6946	135	21	.	.	PUNCT
fuelectenerg-6946	136	1	additionally	additionally	ADV
fuelectenerg-6946	136	2	,	,	PUNCT
fuelectenerg-6946	136	3	we	we	PRON
fuelectenerg-6946	136	4	’ll	’ll	AUX
fuelectenerg-6946	136	5	show	show	VERB
fuelectenerg-6946	136	6	that	that	SCONJ
fuelectenerg-6946	136	7	malicious	malicious	ADJ
fuelectenerg-6946	136	8	level	level	NOUN
fuelectenerg-6946	136	9	of	of	ADP
fuelectenerg-6946	136	10	network	network	NOUN
fuelectenerg-6946	136	11	traffic	traffic	NOUN
fuelectenerg-6946	136	12	can	can	AUX
fuelectenerg-6946	136	13	slow	slow	VERB
fuelectenerg-6946	136	14	down	down	ADP
fuelectenerg-6946	136	15	the	the	DET
fuelectenerg-6946	136	16	processing	processing	NOUN
fuelectenerg-6946	136	17	time	time	NOUN
fuelectenerg-6946	136	18	,	,	PUNCT
fuelectenerg-6946	136	19	in	in	ADP
fuelectenerg-6946	136	20	our	our	PRON
fuelectenerg-6946	136	21	case	case	NOUN
fuelectenerg-6946	136	22	,	,	PUNCT
fuelectenerg-6946	136	23	for	for	ADP
fuelectenerg-6946	136	24	nearly	nearly	ADV
fuelectenerg-6946	136	25	20	20	NUM
fuelectenerg-6946	136	26	%	%	NOUN
fuelectenerg-6946	136	27	.	.	PUNCT
fuelectenerg-6946	137	1	the	the	DET
fuelectenerg-6946	137	2	scalability	scalability	NOUN
fuelectenerg-6946	137	3	of	of	ADP
fuelectenerg-6946	137	4	the	the	DET
fuelectenerg-6946	137	5	system	system	NOUN
fuelectenerg-6946	137	6	will	will	AUX
fuelectenerg-6946	137	7	also	also	ADV
fuelectenerg-6946	137	8	be	be	AUX
fuelectenerg-6946	137	9	discussed	discuss	VERB
fuelectenerg-6946	137	10	.	.	PUNCT
fuelectenerg-6946	138	1	the	the	DET
fuelectenerg-6946	138	2	paper	paper	NOUN
fuelectenerg-6946	138	3	is	be	AUX
fuelectenerg-6946	138	4	organized	organize	VERB
fuelectenerg-6946	138	5	as	as	SCONJ
fuelectenerg-6946	138	6	follows	follow	VERB
fuelectenerg-6946	138	7	.	.	PUNCT
fuelectenerg-6946	139	1	section	section	NOUN
fuelectenerg-6946	139	2	2	2	NUM
fuelectenerg-6946	139	3	gives	give	VERB
fuelectenerg-6946	139	4	a	a	DET
fuelectenerg-6946	139	5	brief	brief	ADJ
fuelectenerg-6946	139	6	introduction	introduction	NOUN
fuelectenerg-6946	139	7	to	to	ADP
fuelectenerg-6946	139	8	ids	id	NOUN
fuelectenerg-6946	139	9	.	.	PUNCT
fuelectenerg-6946	140	1	section	section	NOUN
fuelectenerg-6946	140	2	3	3	NUM
fuelectenerg-6946	140	3	is	be	AUX
fuelectenerg-6946	140	4	devoted	devote	VERB
fuelectenerg-6946	140	5	to	to	ADP
fuelectenerg-6946	140	6	the	the	DET
fuelectenerg-6946	140	7	mapreduce	mapreduce	NOUN
fuelectenerg-6946	140	8	framework	framework	NOUN
fuelectenerg-6946	140	9	,	,	PUNCT
fuelectenerg-6946	140	10	as	as	ADP
fuelectenerg-6946	140	11	a	a	DET
fuelectenerg-6946	140	12	basis	basis	NOUN
fuelectenerg-6946	140	13	for	for	ADP
fuelectenerg-6946	140	14	the	the	DET
fuelectenerg-6946	140	15	proposed	propose	VERB
fuelectenerg-6946	140	16	apache	apache	NOUN
fuelectenerg-6946	140	17	hadoop	hadoop	NOUN
fuelectenerg-6946	140	18	implementation	implementation	NOUN
fuelectenerg-6946	140	19	.	.	PUNCT
fuelectenerg-6946	141	1	section	section	NOUN
fuelectenerg-6946	141	2	4	4	NUM
fuelectenerg-6946	141	3	is	be	AUX
fuelectenerg-6946	141	4	the	the	DET
fuelectenerg-6946	141	5	main	main	ADJ
fuelectenerg-6946	141	6	section	section	NOUN
fuelectenerg-6946	141	7	and	and	CCONJ
fuelectenerg-6946	141	8	presents	present	VERB
fuelectenerg-6946	141	9	the	the	DET
fuelectenerg-6946	141	10	design	design	NOUN
fuelectenerg-6946	141	11	of	of	ADP
fuelectenerg-6946	141	12	the	the	DET
fuelectenerg-6946	141	13	ids	id	NOUN
fuelectenerg-6946	141	14	workflow	workflow	NOUN
fuelectenerg-6946	141	15	on	on	ADP
fuelectenerg-6946	141	16	the	the	DET
fuelectenerg-6946	141	17	hadoop	hadoop	NOUN
fuelectenerg-6946	141	18	framework	framework	NOUN
fuelectenerg-6946	141	19	.	.	PUNCT
fuelectenerg-6946	142	1	in	in	ADP
fuelectenerg-6946	142	2	this	this	DET
fuelectenerg-6946	142	3	section	section	NOUN
fuelectenerg-6946	142	4	we	we	PRON
fuelectenerg-6946	142	5	will	will	AUX
fuelectenerg-6946	142	6	discuss	discuss	VERB
fuelectenerg-6946	142	7	the	the	DET
fuelectenerg-6946	142	8	design	design	NOUN
fuelectenerg-6946	142	9	of	of	ADP
fuelectenerg-6946	142	10	data	datum	NOUN
fuelectenerg-6946	142	11	input	input	NOUN
fuelectenerg-6946	142	12	split	split	VERB
fuelectenerg-6946	142	13	techniques	technique	NOUN
fuelectenerg-6946	142	14	,	,	PUNCT
fuelectenerg-6946	142	15	as	as	ADV
fuelectenerg-6946	142	16	well	well	ADV
fuelectenerg-6946	142	17	.	.	PUNCT
fuelectenerg-6946	143	1	section	section	NOUN
fuelectenerg-6946	143	2	5	5	NUM
fuelectenerg-6946	143	3	is	be	AUX
fuelectenerg-6946	143	4	devoted	devote	VERB
fuelectenerg-6946	143	5	to	to	ADP
fuelectenerg-6946	143	6	the	the	DET
fuelectenerg-6946	143	7	system	system	NOUN
fuelectenerg-6946	143	8	evaluation	evaluation	NOUN
fuelectenerg-6946	143	9	,	,	PUNCT
fuelectenerg-6946	143	10	while	while	SCONJ
fuelectenerg-6946	143	11	in	in	ADP
fuelectenerg-6946	143	12	section	section	NOUN
fuelectenerg-6946	143	13	6	6	NUM
fuelectenerg-6946	143	14	concluding	conclude	VERB
fuelectenerg-6946	143	15	remarks	remark	NOUN
fuelectenerg-6946	143	16	are	be	AUX
fuelectenerg-6946	143	17	given	give	VERB
fuelectenerg-6946	143	18	.	.	PUNCT
fuelectenerg-6946	144	1	2	2	NUM
fuelectenerg-6946	144	2	intrusion	intrusion	NOUN
fuelectenerg-6946	144	3	detection	detection	NOUN
fuelectenerg-6946	144	4	system	system	NOUN
fuelectenerg-6946	144	5	background	background	NOUN
fuelectenerg-6946	144	6	ids	id	VERB
fuelectenerg-6946	144	7	monitors	monitor	NOUN
fuelectenerg-6946	144	8	network	network	NOUN
fuelectenerg-6946	144	9	traffic	traffic	NOUN
fuelectenerg-6946	144	10	and	and	CCONJ
fuelectenerg-6946	144	11	deploys	deploy	VERB
fuelectenerg-6946	144	12	various	various	ADJ
fuelectenerg-6946	144	13	techniques	technique	NOUN
fuelectenerg-6946	144	14	in	in	ADP
fuelectenerg-6946	144	15	order	order	NOUN
fuelectenerg-6946	144	16	to	to	PART
fuelectenerg-6946	144	17	provide	provide	VERB
fuelectenerg-6946	144	18	security	security	NOUN
fuelectenerg-6946	144	19	services	service	NOUN
fuelectenerg-6946	144	20	.	.	PUNCT
fuelectenerg-6946	145	1	based	base	VERB
fuelectenerg-6946	145	2	on	on	ADP
fuelectenerg-6946	145	3	the	the	DET
fuelectenerg-6946	145	4	technique	technique	NOUN
fuelectenerg-6946	145	5	used	use	VERB
fuelectenerg-6946	145	6	to	to	PART
fuelectenerg-6946	145	7	assess	assess	VERB
fuelectenerg-6946	145	8	the	the	DET
fuelectenerg-6946	145	9	network	network	NOUN
fuelectenerg-6946	145	10	packets	packet	NOUN
fuelectenerg-6946	145	11	as	as	ADV
fuelectenerg-6946	145	12	regular	regular	ADJ
fuelectenerg-6946	145	13	or	or	CCONJ
fuelectenerg-6946	145	14	malicious	malicious	ADJ
fuelectenerg-6946	145	15	,	,	PUNCT
fuelectenerg-6946	145	16	idss	idss	NOUN
fuelectenerg-6946	145	17	are	be	AUX
fuelectenerg-6946	145	18	classified	classify	VERB
fuelectenerg-6946	145	19	into	into	ADP
fuelectenerg-6946	145	20	signature	signature	NOUN
fuelectenerg-6946	145	21	(	(	PUNCT
fuelectenerg-6946	145	22	or	or	CCONJ
fuelectenerg-6946	145	23	pattern	pattern	NOUN
fuelectenerg-6946	145	24	)	)	PUNCT
fuelectenerg-6946	145	25	matching	matching	NOUN
fuelectenerg-6946	145	26	and	and	CCONJ
fuelectenerg-6946	145	27	anomaly	anomaly	NOUN
fuelectenerg-6946	145	28	based	base	VERB
fuelectenerg-6946	145	29	idss	idss	ADV
fuelectenerg-6946	146	1	[	[	X
fuelectenerg-6946	146	2	11,19,20	11,19,20	NUM
fuelectenerg-6946	146	3	]	]	X
fuelectenerg-6946	146	4	.	.	PUNCT
fuelectenerg-6946	147	1	the	the	DET
fuelectenerg-6946	147	2	signature	signature	NOUN
fuelectenerg-6946	147	3	matching	matching	NOUN
fuelectenerg-6946	147	4	ids	id	NOUN
fuelectenerg-6946	147	5	searches	search	VERB
fuelectenerg-6946	147	6	the	the	DET
fuelectenerg-6946	147	7	network	network	NOUN
fuelectenerg-6946	147	8	traffic	traffic	NOUN
fuelectenerg-6946	147	9	for	for	ADP
fuelectenerg-6946	147	10	a	a	DET
fuelectenerg-6946	147	11	known	know	VERB
fuelectenerg-6946	147	12	misuse	misuse	NOUN
fuelectenerg-6946	147	13	pattern	pattern	NOUN
fuelectenerg-6946	147	14	that	that	PRON
fuelectenerg-6946	147	15	was	be	AUX
fuelectenerg-6946	147	16	previously	previously	ADV
fuelectenerg-6946	147	17	identified	identify	VERB
fuelectenerg-6946	147	18	as	as	ADP
fuelectenerg-6946	147	19	a	a	DET
fuelectenerg-6946	147	20	malicious	malicious	ADJ
fuelectenerg-6946	147	21	attempt	attempt	NOUN
fuelectenerg-6946	147	22	[	[	X
fuelectenerg-6946	147	23	7,8	7,8	NUM
fuelectenerg-6946	147	24	]	]	PUNCT
fuelectenerg-6946	147	25	.	.	PUNCT
fuelectenerg-6946	148	1	a	a	DET
fuelectenerg-6946	148	2	database	database	NOUN
fuelectenerg-6946	148	3	with	with	ADP
fuelectenerg-6946	148	4	malicious	malicious	ADJ
fuelectenerg-6946	148	5	signatures	signature	NOUN
fuelectenerg-6946	148	6	is	be	AUX
fuelectenerg-6946	148	7	prepared	prepare	VERB
fuelectenerg-6946	148	8	in	in	ADP
fuelectenerg-6946	148	9	advance	advance	NOUN
fuelectenerg-6946	148	10	.	.	PUNCT
fuelectenerg-6946	149	1	this	this	PRON
fuelectenerg-6946	149	2	leads	lead	VERB
fuelectenerg-6946	149	3	to	to	ADP
fuelectenerg-6946	149	4	fast	fast	ADJ
fuelectenerg-6946	149	5	and	and	CCONJ
fuelectenerg-6946	149	6	reliable	reliable	ADJ
fuelectenerg-6946	149	7	operation	operation	NOUN
fuelectenerg-6946	149	8	,	,	PUNCT
fuelectenerg-6946	149	9	but	but	CCONJ
fuelectenerg-6946	149	10	these	these	DET
fuelectenerg-6946	149	11	idss	idss	NOUN
fuelectenerg-6946	149	12	are	be	AUX
fuelectenerg-6946	149	13	not	not	PART
fuelectenerg-6946	149	14	able	able	ADJ
fuelectenerg-6946	149	15	to	to	PART
fuelectenerg-6946	149	16	detect	detect	VERB
fuelectenerg-6946	149	17	new	new	ADJ
fuelectenerg-6946	149	18	attacks	attack	NOUN
fuelectenerg-6946	149	19	that	that	PRON
fuelectenerg-6946	149	20	have	have	AUX
fuelectenerg-6946	149	21	not	not	PART
fuelectenerg-6946	149	22	been	be	AUX
fuelectenerg-6946	149	23	seen	see	VERB
fuelectenerg-6946	149	24	before	before	ADV
fuelectenerg-6946	149	25	.	.	PUNCT
fuelectenerg-6946	150	1	the	the	DET
fuelectenerg-6946	150	2	anomaly	anomaly	NOUN
fuelectenerg-6946	150	3	based	base	VERB
fuelectenerg-6946	150	4	detection	detection	NOUN
fuelectenerg-6946	150	5	idss	idss	ADV
fuelectenerg-6946	150	6	make	make	VERB
fuelectenerg-6946	150	7	the	the	DET
fuelectenerg-6946	150	8	decision	decision	NOUN
fuelectenerg-6946	150	9	based	base	VERB
fuelectenerg-6946	150	10	on	on	ADP
fuelectenerg-6946	150	11	a	a	DET
fuelectenerg-6946	150	12	profile	profile	NOUN
fuelectenerg-6946	150	13	of	of	ADP
fuelectenerg-6946	150	14	a	a	DET
fuelectenerg-6946	150	15	normal	normal	ADJ
fuelectenerg-6946	150	16	network	network	NOUN
fuelectenerg-6946	150	17	behavior	behavior	NOUN
fuelectenerg-6946	150	18	,	,	PUNCT
fuelectenerg-6946	150	19	and	and	CCONJ
fuelectenerg-6946	150	20	they	they	PRON
fuelectenerg-6946	150	21	are	be	AUX
fuelectenerg-6946	150	22	capable	capable	ADJ
fuelectenerg-6946	150	23	of	of	ADP
fuelectenerg-6946	150	24	detecting	detect	VERB
fuelectenerg-6946	150	25	zero	zero	NUM
fuelectenerg-6946	150	26	day	day	NOUN
fuelectenerg-6946	150	27	240	240	NUM
fuelectenerg-6946	150	28	v.	v.	ADP
fuelectenerg-6946	150	29	ćirić	ćirić	NOUN
fuelectenerg-6946	150	30	,	,	PUNCT
fuelectenerg-6946	150	31	d.	d.	PROPN
fuelectenerg-6946	150	32	cvetković	cvetković	PROPN
fuelectenerg-6946	150	33	,	,	PUNCT
fuelectenerg-6946	150	34	n.	n.	PROPN
fuelectenerg-6946	150	35	gavrilović	gavrilović	PROPN
fuelectenerg-6946	150	36	,	,	PUNCT
fuelectenerg-6946	150	37	n.	n.	PROPN
fuelectenerg-6946	150	38	stojanović	stojanović	PROPN
fuelectenerg-6946	150	39	,	,	PUNCT
fuelectenerg-6946	150	40	i.	i.	PROPN
fuelectenerg-6946	150	41	milentijević	milentijević	PROPN
fuelectenerg-6946	150	42	input	input	PROPN
fuelectenerg-6946	150	43	splits	split	VERB
fuelectenerg-6946	150	44	design	design	NOUN
fuelectenerg-6946	150	45	techniques	technique	NOUN
fuelectenerg-6946	150	46	for	for	ADP
fuelectenerg-6946	150	47	ids	id	NOUN
fuelectenerg-6946	150	48	on	on	ADP
fuelectenerg-6946	150	49	hadoop	hadoop	NOUN
fuelectenerg-6946	150	50	cluster	cluster	NOUN
fuelectenerg-6946	150	51	241240	241240	NUM
fuelectenerg-6946	150	52	v.	v.	ADP
fuelectenerg-6946	150	53	ćirić	ćirić	PROPN
fuelectenerg-6946	150	54	,	,	PUNCT
fuelectenerg-6946	150	55	d.	d.	PROPN
fuelectenerg-6946	150	56	cvetković	cvetković	PROPN
fuelectenerg-6946	150	57	,	,	PUNCT
fuelectenerg-6946	150	58	n.	n.	PROPN
fuelectenerg-6946	150	59	gavrilović	gavrilović	PROPN
fuelectenerg-6946	150	60	,	,	PUNCT
fuelectenerg-6946	150	61	n.	n.	PROPN
fuelectenerg-6946	150	62	stojanović	stojanović	PROPN
fuelectenerg-6946	150	63	,	,	PUNCT
fuelectenerg-6946	150	64	i.	i.	PROPN
fuelectenerg-6946	150	65	milentijević	milentijević	PROPN
fuelectenerg-6946	150	66	input	input	PROPN
fuelectenerg-6946	150	67	splits	split	VERB
fuelectenerg-6946	150	68	design	design	NOUN
fuelectenerg-6946	150	69	techniques	technique	NOUN
fuelectenerg-6946	150	70	for	for	ADP
fuelectenerg-6946	150	71	ids	id	NOUN
fuelectenerg-6946	150	72	on	on	ADP
fuelectenerg-6946	150	73	hadoop	hadoop	NOUN
fuelectenerg-6946	150	74	cluster	cluster	NOUN
fuelectenerg-6946	150	75	241	241	NUM
fuelectenerg-6946	150	76	4	4	NUM
fuelectenerg-6946	150	77	v.ciric	v.ciric	NOUN
fuelectenerg-6946	150	78	et	et	PROPN
fuelectenerg-6946	150	79	al	al	PROPN
fuelectenerg-6946	150	80	.	.	PROPN
fuelectenerg-6946	150	81	attacks	attack	NOUN
fuelectenerg-6946	150	82	,	,	PUNCT
fuelectenerg-6946	150	83	with	with	ADP
fuelectenerg-6946	150	84	a	a	DET
fuelectenerg-6946	150	85	drawback	drawback	NOUN
fuelectenerg-6946	150	86	of	of	ADP
fuelectenerg-6946	150	87	possible	possible	ADJ
fuelectenerg-6946	150	88	false	false	ADJ
fuelectenerg-6946	150	89	positives	positive	NOUN
fuelectenerg-6946	151	1	[	[	X
fuelectenerg-6946	151	2	20,21	20,21	NUM
fuelectenerg-6946	151	3	]	]	PUNCT
fuelectenerg-6946	151	4	.	.	PUNCT
fuelectenerg-6946	152	1	in	in	ADP
fuelectenerg-6946	152	2	this	this	DET
fuelectenerg-6946	152	3	paper	paper	NOUN
fuelectenerg-6946	152	4	we	we	PRON
fuelectenerg-6946	152	5	will	will	AUX
fuelectenerg-6946	152	6	focus	focus	VERB
fuelectenerg-6946	152	7	on	on	ADP
fuelectenerg-6946	152	8	pattern	pattern	NOUN
fuelectenerg-6946	152	9	matching	match	VERB
fuelectenerg-6946	152	10	based	base	VERB
fuelectenerg-6946	152	11	ids	id	NOUN
fuelectenerg-6946	152	12	.	.	PUNCT
fuelectenerg-6946	153	1	the	the	DET
fuelectenerg-6946	153	2	workflow	workflow	NOUN
fuelectenerg-6946	153	3	of	of	ADP
fuelectenerg-6946	153	4	pattern	pattern	NOUN
fuelectenerg-6946	153	5	matching	match	VERB
fuelectenerg-6946	153	6	based	base	VERB
fuelectenerg-6946	153	7	ids	id	NOUN
fuelectenerg-6946	153	8	is	be	AUX
fuelectenerg-6946	153	9	shown	show	VERB
fuelectenerg-6946	153	10	in	in	ADP
fuelectenerg-6946	153	11	fig	fig	NOUN
fuelectenerg-6946	153	12	.	.	PUNCT
fuelectenerg-6946	154	1	1	1	NUM
fuelectenerg-6946	155	1	[	[	X
fuelectenerg-6946	155	2	12,19	12,19	NUM
fuelectenerg-6946	155	3	]	]	PUNCT
fuelectenerg-6946	155	4	.	.	PUNCT
fuelectenerg-6946	156	1	intrusion	intrusion	NOUN
fuelectenerg-6946	156	2	detection	detection	NOUN
fuelectenerg-6946	156	3	starts	start	VERB
fuelectenerg-6946	156	4	with	with	ADP
fuelectenerg-6946	156	5	network	network	NOUN
fuelectenerg-6946	156	6	monitoring	monitoring	NOUN
fuelectenerg-6946	156	7	,	,	PUNCT
fuelectenerg-6946	156	8	followed	follow	VERB
fuelectenerg-6946	156	9	by	by	ADP
fuelectenerg-6946	156	10	network	network	NOUN
fuelectenerg-6946	156	11	packet	packet	NOUN
fuelectenerg-6946	156	12	preparation	preparation	NOUN
fuelectenerg-6946	156	13	for	for	ADP
fuelectenerg-6946	156	14	efficient	efficient	ADJ
fuelectenerg-6946	156	15	pattern	pattern	NOUN
fuelectenerg-6946	156	16	matching	matching	NOUN
fuelectenerg-6946	156	17	,	,	PUNCT
fuelectenerg-6946	156	18	which	which	PRON
fuelectenerg-6946	156	19	is	be	AUX
fuelectenerg-6946	156	20	based	base	VERB
fuelectenerg-6946	156	21	on	on	ADP
fuelectenerg-6946	156	22	the	the	DET
fuelectenerg-6946	156	23	predefined	predefine	VERB
fuelectenerg-6946	156	24	signature	signature	NOUN
fuelectenerg-6946	156	25	database	database	NOUN
fuelectenerg-6946	156	26	(	(	PUNCT
fuelectenerg-6946	156	27	fig	fig	NOUN
fuelectenerg-6946	156	28	.	.	PUNCT
fuelectenerg-6946	156	29	1	1	NUM
fuelectenerg-6946	156	30	)	)	PUNCT
fuelectenerg-6946	156	31	.	.	PUNCT
fuelectenerg-6946	157	1	network	network	NOUN
fuelectenerg-6946	157	2	monitoring	monitoring	NOUN
fuelectenerg-6946	157	3	can	can	AUX
fuelectenerg-6946	157	4	be	be	AUX
fuelectenerg-6946	157	5	performed	perform	VERB
fuelectenerg-6946	157	6	as	as	ADP
fuelectenerg-6946	157	7	packet	packet	NOUN
fuelectenerg-6946	157	8	capture	capture	NOUN
fuelectenerg-6946	157	9	,	,	PUNCT
fuelectenerg-6946	157	10	deep	deep	ADJ
fuelectenerg-6946	157	11	packet	packet	NOUN
fuelectenerg-6946	157	12	inspection	inspection	NOUN
fuelectenerg-6946	157	13	and	and	CCONJ
fuelectenerg-6946	157	14	flow	flow	NOUN
fuelectenerg-6946	157	15	-	-	PUNCT
fuelectenerg-6946	157	16	based	base	VERB
fuelectenerg-6946	157	17	monitoring	monitoring	NOUN
fuelectenerg-6946	157	18	.	.	PUNCT
fuelectenerg-6946	158	1	packet	packet	NOUN
fuelectenerg-6946	158	2	capture	capture	NOUN
fuelectenerg-6946	158	3	intercepts	intercept	VERB
fuelectenerg-6946	158	4	a	a	DET
fuelectenerg-6946	158	5	data	data	NOUN
fuelectenerg-6946	158	6	packet	packet	NOUN
fuelectenerg-6946	158	7	that	that	PRON
fuelectenerg-6946	158	8	is	be	AUX
fuelectenerg-6946	158	9	crossing	cross	VERB
fuelectenerg-6946	158	10	over	over	ADP
fuelectenerg-6946	158	11	a	a	DET
fuelectenerg-6946	158	12	specific	specific	ADJ
fuelectenerg-6946	158	13	computer	computer	NOUN
fuelectenerg-6946	158	14	network	network	NOUN
fuelectenerg-6946	158	15	,	,	PUNCT
fuelectenerg-6946	158	16	but	but	CCONJ
fuelectenerg-6946	158	17	it	it	PRON
fuelectenerg-6946	158	18	focuses	focus	VERB
fuelectenerg-6946	158	19	only	only	ADV
fuelectenerg-6946	158	20	on	on	ADP
fuelectenerg-6946	158	21	packet	packet	NOUN
fuelectenerg-6946	158	22	headers	header	NOUN
fuelectenerg-6946	158	23	.	.	PUNCT
fuelectenerg-6946	159	1	deep	deep	ADJ
fuelectenerg-6946	159	2	packet	packet	NOUN
fuelectenerg-6946	159	3	inspection	inspection	NOUN
fuelectenerg-6946	159	4	(	(	PUNCT
fuelectenerg-6946	159	5	dpi	dpi	NOUN
fuelectenerg-6946	159	6	)	)	PUNCT
fuelectenerg-6946	159	7	is	be	AUX
fuelectenerg-6946	159	8	an	an	DET
fuelectenerg-6946	159	9	advanced	advanced	ADJ
fuelectenerg-6946	159	10	method	method	NOUN
fuelectenerg-6946	159	11	of	of	ADP
fuelectenerg-6946	159	12	packet	packet	NOUN
fuelectenerg-6946	159	13	filtering	filtering	NOUN
fuelectenerg-6946	159	14	,	,	PUNCT
fuelectenerg-6946	159	15	which	which	PRON
fuelectenerg-6946	159	16	inspects	inspect	VERB
fuelectenerg-6946	159	17	at	at	ADP
fuelectenerg-6946	159	18	the	the	DET
fuelectenerg-6946	159	19	application	application	NOUN
fuelectenerg-6946	159	20	layer	layer	NOUN
fuelectenerg-6946	159	21	of	of	ADP
fuelectenerg-6946	159	22	the	the	DET
fuelectenerg-6946	159	23	osi	osi	PROPN
fuelectenerg-6946	159	24	(	(	PUNCT
fuelectenerg-6946	159	25	open	open	ADJ
fuelectenerg-6946	159	26	systems	system	NOUN
fuelectenerg-6946	159	27	interconnection	interconnection	NOUN
fuelectenerg-6946	159	28	)	)	PUNCT
fuelectenerg-6946	159	29	reference	reference	NOUN
fuelectenerg-6946	159	30	model	model	NOUN
fuelectenerg-6946	159	31	.	.	PUNCT
fuelectenerg-6946	160	1	fig	fig	NOUN
fuelectenerg-6946	160	2	.	.	PUNCT
fuelectenerg-6946	161	1	1	1	NUM
fuelectenerg-6946	161	2	:	:	PUNCT
fuelectenerg-6946	161	3	the	the	DET
fuelectenerg-6946	161	4	typical	typical	ADJ
fuelectenerg-6946	161	5	ids	id	NOUN
fuelectenerg-6946	161	6	workflow	workflow	NOUN
fuelectenerg-6946	161	7	.	.	PUNCT
fuelectenerg-6946	162	1	any	any	DET
fuelectenerg-6946	162	2	signature	signature	NOUN
fuelectenerg-6946	162	3	based	base	VERB
fuelectenerg-6946	162	4	ids	id	NOUN
fuelectenerg-6946	162	5	checks	check	VERB
fuelectenerg-6946	162	6	the	the	DET
fuelectenerg-6946	162	7	presence	presence	NOUN
fuelectenerg-6946	162	8	of	of	ADP
fuelectenerg-6946	162	9	a	a	DET
fuelectenerg-6946	162	10	malicious	malicious	ADJ
fuelectenerg-6946	162	11	signature	signature	NOUN
fuelectenerg-6946	162	12	in	in	ADP
fuelectenerg-6946	162	13	the	the	DET
fuelectenerg-6946	162	14	incoming	incoming	ADJ
fuelectenerg-6946	162	15	packet	packet	NOUN
fuelectenerg-6946	162	16	sequence	sequence	NOUN
fuelectenerg-6946	162	17	and	and	CCONJ
fuelectenerg-6946	162	18	act	act	VERB
fuelectenerg-6946	162	19	as	as	SCONJ
fuelectenerg-6946	162	20	instructed	instruct	VERB
fuelectenerg-6946	162	21	by	by	ADP
fuelectenerg-6946	162	22	the	the	DET
fuelectenerg-6946	162	23	corresponding	corresponding	ADJ
fuelectenerg-6946	162	24	rule	rule	NOUN
fuelectenerg-6946	162	25	.	.	PUNCT
fuelectenerg-6946	163	1	snort	snort	NOUN
fuelectenerg-6946	163	2	is	be	AUX
fuelectenerg-6946	163	3	a	a	DET
fuelectenerg-6946	163	4	widely	widely	ADV
fuelectenerg-6946	163	5	used	use	VERB
fuelectenerg-6946	163	6	open	open	ADJ
fuelectenerg-6946	163	7	-	-	PUNCT
fuelectenerg-6946	163	8	source	source	NOUN
fuelectenerg-6946	163	9	ids	id	NOUN
fuelectenerg-6946	163	10	based	base	VERB
fuelectenerg-6946	163	11	on	on	ADP
fuelectenerg-6946	163	12	pattern	pattern	NOUN
fuelectenerg-6946	163	13	matching	match	VERB
fuelectenerg-6946	163	14	[	[	X
fuelectenerg-6946	163	15	11	11	NUM
fuelectenerg-6946	163	16	]	]	PUNCT
fuelectenerg-6946	163	17	.	.	PUNCT
fuelectenerg-6946	164	1	the	the	DET
fuelectenerg-6946	164	2	pattern	pattern	NOUN
fuelectenerg-6946	164	3	matching	match	VERB
fuelectenerg-6946	164	4	algorithm	algorithm	NOUN
fuelectenerg-6946	164	5	must	must	AUX
fuelectenerg-6946	164	6	be	be	AUX
fuelectenerg-6946	164	7	fast	fast	ADJ
fuelectenerg-6946	164	8	enough	enough	ADV
fuelectenerg-6946	164	9	in	in	ADP
fuelectenerg-6946	164	10	order	order	NOUN
fuelectenerg-6946	164	11	to	to	PART
fuelectenerg-6946	164	12	support	support	VERB
fuelectenerg-6946	164	13	the	the	DET
fuelectenerg-6946	164	14	network	network	NOUN
fuelectenerg-6946	164	15	link	link	NOUN
fuelectenerg-6946	164	16	speed	speed	NOUN
fuelectenerg-6946	164	17	.	.	PUNCT
fuelectenerg-6946	165	1	there	there	PRON
fuelectenerg-6946	165	2	are	be	VERB
fuelectenerg-6946	165	3	various	various	ADJ
fuelectenerg-6946	165	4	implementations	implementation	NOUN
fuelectenerg-6946	165	5	of	of	ADP
fuelectenerg-6946	165	6	pattern	pattern	NOUN
fuelectenerg-6946	165	7	matching	match	VERB
fuelectenerg-6946	165	8	algorithms	algorithm	NOUN
fuelectenerg-6946	165	9	[	[	X
fuelectenerg-6946	165	10	7–12	7–12	X
fuelectenerg-6946	165	11	]	]	X
fuelectenerg-6946	165	12	.	.	PUNCT
fuelectenerg-6946	166	1	we	we	PRON
fuelectenerg-6946	166	2	will	will	AUX
fuelectenerg-6946	166	3	use	use	VERB
fuelectenerg-6946	166	4	myers	myer	NOUN
fuelectenerg-6946	166	5	pattern	pattern	NOUN
fuelectenerg-6946	166	6	search	search	NOUN
fuelectenerg-6946	166	7	algorithm	algorithm	NOUN
fuelectenerg-6946	166	8	for	for	ADP
fuelectenerg-6946	166	9	dpi	dpi	NOUN
fuelectenerg-6946	166	10	packets	packet	NOUN
fuelectenerg-6946	166	11	inspection	inspection	NOUN
fuelectenerg-6946	166	12	,	,	PUNCT
fuelectenerg-6946	166	13	with	with	ADP
fuelectenerg-6946	166	14	rules	rule	NOUN
fuelectenerg-6946	166	15	in	in	ADP
fuelectenerg-6946	166	16	snort	snort	NOUN
fuelectenerg-6946	166	17	syntax	syntax	NOUN
fuelectenerg-6946	166	18	as	as	SCONJ
fuelectenerg-6946	166	19	proposed	propose	VERB
fuelectenerg-6946	166	20	in	in	ADP
fuelectenerg-6946	166	21	[	[	X
fuelectenerg-6946	166	22	12	12	NUM
fuelectenerg-6946	166	23	]	]	PUNCT
fuelectenerg-6946	166	24	.	.	PUNCT
fuelectenerg-6946	167	1	in	in	ADP
fuelectenerg-6946	167	2	order	order	NOUN
fuelectenerg-6946	167	3	to	to	PART
fuelectenerg-6946	167	4	speed	speed	VERB
fuelectenerg-6946	167	5	up	up	ADP
fuelectenerg-6946	167	6	pattern	pattern	NOUN
fuelectenerg-6946	167	7	matching	matching	NOUN
fuelectenerg-6946	167	8	,	,	PUNCT
fuelectenerg-6946	167	9	in	in	ADP
fuelectenerg-6946	167	10	this	this	DET
fuelectenerg-6946	167	11	paper	paper	NOUN
fuelectenerg-6946	167	12	we	we	PRON
fuelectenerg-6946	167	13	choose	choose	VERB
fuelectenerg-6946	167	14	apache	apache	PROPN
fuelectenerg-6946	167	15	hadoop	hadoop	NOUN
fuelectenerg-6946	167	16	distributed	distribute	VERB
fuelectenerg-6946	167	17	environment	environment	NOUN
fuelectenerg-6946	167	18	,	,	PUNCT
fuelectenerg-6946	167	19	with	with	ADP
fuelectenerg-6946	167	20	focus	focus	NOUN
fuelectenerg-6946	167	21	on	on	ADP
fuelectenerg-6946	167	22	network	network	NOUN
fuelectenerg-6946	167	23	traffic	traffic	NOUN
fuelectenerg-6946	167	24	data	datum	NOUN
fuelectenerg-6946	167	25	distribution	distribution	NOUN
fuelectenerg-6946	167	26	across	across	ADP
fuelectenerg-6946	167	27	the	the	DET
fuelectenerg-6946	167	28	nodes	node	NOUN
fuelectenerg-6946	167	29	.	.	PUNCT
fuelectenerg-6946	168	1	3	3	NUM
fuelectenerg-6946	168	2	apache	apache	PROPN
fuelectenerg-6946	168	3	hadoop	hadoop	NOUN
fuelectenerg-6946	168	4	hdfs	hdfs	NOUN
fuelectenerg-6946	168	5	and	and	CCONJ
fuelectenerg-6946	168	6	mapreduce	mapreduce	VERB
fuelectenerg-6946	168	7	the	the	DET
fuelectenerg-6946	168	8	apache	apache	NOUN
fuelectenerg-6946	168	9	hadoop	hadoop	NOUN
fuelectenerg-6946	168	10	is	be	AUX
fuelectenerg-6946	168	11	a	a	DET
fuelectenerg-6946	168	12	framework	framework	NOUN
fuelectenerg-6946	168	13	for	for	ADP
fuelectenerg-6946	168	14	distributed	distribute	VERB
fuelectenerg-6946	168	15	computing	computing	NOUN
fuelectenerg-6946	168	16	based	base	VERB
fuelectenerg-6946	168	17	on	on	ADP
fuelectenerg-6946	168	18	mapreduce	mapreduce	PROPN
fuelectenerg-6946	168	19	programming	programming	NOUN
fuelectenerg-6946	168	20	model	model	NOUN
fuelectenerg-6946	168	21	,	,	PUNCT
fuelectenerg-6946	168	22	where	where	SCONJ
fuelectenerg-6946	168	23	each	each	DET
fuelectenerg-6946	168	24	computer	computer	NOUN
fuelectenerg-6946	168	25	in	in	ADP
fuelectenerg-6946	168	26	a	a	DET
fuelectenerg-6946	168	27	hadoop	hadoop	NOUN
fuelectenerg-6946	168	28	cluster	cluster	NOUN
fuelectenerg-6946	168	29	(	(	PUNCT
fuelectenerg-6946	168	30	node	node	NOUN
fuelectenerg-6946	168	31	)	)	PUNCT
fuelectenerg-6946	168	32	offers	offer	VERB
fuelectenerg-6946	168	33	local	local	ADJ
fuelectenerg-6946	168	34	computation	computation	NOUN
fuelectenerg-6946	168	35	and	and	CCONJ
fuelectenerg-6946	168	36	storage	storage	NOUN
fuelectenerg-6946	168	37	[	[	X
fuelectenerg-6946	168	38	13	13	NUM
fuelectenerg-6946	168	39	]	]	PUNCT
fuelectenerg-6946	168	40	.	.	PUNCT
fuelectenerg-6946	169	1	the	the	DET
fuelectenerg-6946	169	2	apache	apache	PROPN
fuelectenerg-6946	169	3	hadoop	hadoop	NOUN
fuelectenerg-6946	169	4	cluster	cluster	NOUN
fuelectenerg-6946	169	5	consists	consist	VERB
fuelectenerg-6946	169	6	of	of	ADP
fuelectenerg-6946	169	7	one	one	NUM
fuelectenerg-6946	169	8	master	master	NOUN
fuelectenerg-6946	169	9	and	and	CCONJ
fuelectenerg-6946	169	10	many	many	ADJ
fuelectenerg-6946	169	11	slave	slave	NOUN
fuelectenerg-6946	169	12	nodes	node	NOUN
fuelectenerg-6946	169	13	.	.	PUNCT
fuelectenerg-6946	170	1	the	the	DET
fuelectenerg-6946	170	2	apache	apache	PROPN
fuelectenerg-6946	170	3	hadoop	hadoop	NOUN
fuelectenerg-6946	170	4	is	be	AUX
fuelectenerg-6946	170	5	available	available	ADJ
fuelectenerg-6946	170	6	in	in	ADP
fuelectenerg-6946	170	7	versions	version	NOUN
fuelectenerg-6946	170	8	1.x	1.x	NUM
fuelectenerg-6946	170	9	and	and	CCONJ
fuelectenerg-6946	170	10	2.x	2.x	NUM
fuelectenerg-6946	170	11	.	.	PUNCT
fuelectenerg-6946	171	1	there	there	PRON
fuelectenerg-6946	171	2	are	be	VERB
fuelectenerg-6946	171	3	two	two	NUM
fuelectenerg-6946	171	4	main	main	ADJ
fuelectenerg-6946	171	5	components	component	NOUN
fuelectenerg-6946	171	6	of	of	ADP
fuelectenerg-6946	171	7	hadoop	hadoop	NOUN
fuelectenerg-6946	171	8	1.x	1.x	NUM
fuelectenerg-6946	171	9	system	system	NOUN
fuelectenerg-6946	171	10	:	:	PUNCT
fuelectenerg-6946	171	11	hadoop	hadoop	NOUN
fuelectenerg-6946	171	12	distributed	distribute	VERB
fuelectenerg-6946	171	13	file	file	NOUN
fuelectenerg-6946	171	14	system	system	NOUN
fuelectenerg-6946	171	15	(	(	PUNCT
fuelectenerg-6946	171	16	hdfs	hdfs	PROPN
fuelectenerg-6946	171	17	)	)	PUNCT
fuelectenerg-6946	171	18	,	,	PUNCT
fuelectenerg-6946	171	19	used	use	VERB
fuelectenerg-6946	171	20	for	for	ADP
fuelectenerg-6946	171	21	distributed	distribute	VERB
fuelectenerg-6946	171	22	data	datum	NOUN
fuelectenerg-6946	171	23	242	242	NUM
fuelectenerg-6946	171	24	v.	v.	ADP
fuelectenerg-6946	171	25	ćirić	ćirić	PROPN
fuelectenerg-6946	171	26	,	,	PUNCT
fuelectenerg-6946	171	27	d.	d.	PROPN
fuelectenerg-6946	171	28	cvetković	cvetković	PROPN
fuelectenerg-6946	171	29	,	,	PUNCT
fuelectenerg-6946	171	30	n.	n.	PROPN
fuelectenerg-6946	171	31	gavrilović	gavrilović	PROPN
fuelectenerg-6946	171	32	,	,	PUNCT
fuelectenerg-6946	171	33	n.	n.	PROPN
fuelectenerg-6946	171	34	stojanović	stojanović	PROPN
fuelectenerg-6946	171	35	,	,	PUNCT
fuelectenerg-6946	171	36	i.	i.	PROPN
fuelectenerg-6946	171	37	milentijević	milentijević	PROPN
fuelectenerg-6946	171	38	input	input	PROPN
fuelectenerg-6946	171	39	splits	split	VERB
fuelectenerg-6946	171	40	design	design	NOUN
fuelectenerg-6946	171	41	techniques	technique	NOUN
fuelectenerg-6946	171	42	for	for	ADP
fuelectenerg-6946	171	43	ids	id	NOUN
fuelectenerg-6946	171	44	on	on	ADP
fuelectenerg-6946	171	45	hadoop	hadoop	NOUN
fuelectenerg-6946	171	46	cluster	cluster	NOUN
fuelectenerg-6946	171	47	243242	243242	NUM
fuelectenerg-6946	171	48	v.	v.	ADP
fuelectenerg-6946	171	49	ćirić	ćirić	PROPN
fuelectenerg-6946	171	50	,	,	PUNCT
fuelectenerg-6946	171	51	d.	d.	PROPN
fuelectenerg-6946	171	52	cvetković	cvetković	PROPN
fuelectenerg-6946	171	53	,	,	PUNCT
fuelectenerg-6946	171	54	n.	n.	PROPN
fuelectenerg-6946	171	55	gavrilović	gavrilović	PROPN
fuelectenerg-6946	171	56	,	,	PUNCT
fuelectenerg-6946	171	57	n.	n.	PROPN
fuelectenerg-6946	171	58	stojanović	stojanović	PROPN
fuelectenerg-6946	171	59	,	,	PUNCT
fuelectenerg-6946	171	60	i.	i.	PROPN
fuelectenerg-6946	171	61	milentijević	milentijević	PROPN
fuelectenerg-6946	171	62	input	input	PROPN
fuelectenerg-6946	171	63	splits	split	VERB
fuelectenerg-6946	171	64	design	design	NOUN
fuelectenerg-6946	171	65	techniques	technique	NOUN
fuelectenerg-6946	171	66	for	for	ADP
fuelectenerg-6946	171	67	ids	id	NOUN
fuelectenerg-6946	171	68	on	on	ADP
fuelectenerg-6946	171	69	hadoop	hadoop	NOUN
fuelectenerg-6946	171	70	cluster	cluster	NOUN
fuelectenerg-6946	171	71	243	243	NUM
fuelectenerg-6946	171	72	4	4	NUM
fuelectenerg-6946	171	73	v.ciric	v.ciric	NOUN
fuelectenerg-6946	171	74	et	et	PROPN
fuelectenerg-6946	171	75	al	al	PROPN
fuelectenerg-6946	171	76	.	.	PROPN
fuelectenerg-6946	171	77	attacks	attack	NOUN
fuelectenerg-6946	171	78	,	,	PUNCT
fuelectenerg-6946	171	79	with	with	ADP
fuelectenerg-6946	171	80	a	a	DET
fuelectenerg-6946	171	81	drawback	drawback	NOUN
fuelectenerg-6946	171	82	of	of	ADP
fuelectenerg-6946	171	83	possible	possible	ADJ
fuelectenerg-6946	171	84	false	false	ADJ
fuelectenerg-6946	171	85	positives	positive	NOUN
fuelectenerg-6946	171	86	[	[	X
fuelectenerg-6946	171	87	20,21	20,21	NUM
fuelectenerg-6946	171	88	]	]	PUNCT
fuelectenerg-6946	171	89	.	.	PUNCT
fuelectenerg-6946	172	1	in	in	ADP
fuelectenerg-6946	172	2	this	this	DET
fuelectenerg-6946	172	3	paper	paper	NOUN
fuelectenerg-6946	172	4	we	we	PRON
fuelectenerg-6946	172	5	will	will	AUX
fuelectenerg-6946	172	6	focus	focus	VERB
fuelectenerg-6946	172	7	on	on	ADP
fuelectenerg-6946	172	8	pattern	pattern	NOUN
fuelectenerg-6946	172	9	matching	match	VERB
fuelectenerg-6946	172	10	based	base	VERB
fuelectenerg-6946	172	11	ids	id	NOUN
fuelectenerg-6946	172	12	.	.	PUNCT
fuelectenerg-6946	173	1	the	the	DET
fuelectenerg-6946	173	2	workflow	workflow	NOUN
fuelectenerg-6946	173	3	of	of	ADP
fuelectenerg-6946	173	4	pattern	pattern	NOUN
fuelectenerg-6946	173	5	matching	match	VERB
fuelectenerg-6946	173	6	based	base	VERB
fuelectenerg-6946	173	7	ids	id	NOUN
fuelectenerg-6946	173	8	is	be	AUX
fuelectenerg-6946	173	9	shown	show	VERB
fuelectenerg-6946	173	10	in	in	ADP
fuelectenerg-6946	173	11	fig	fig	NOUN
fuelectenerg-6946	173	12	.	.	PUNCT
fuelectenerg-6946	174	1	1	1	NUM
fuelectenerg-6946	175	1	[	[	X
fuelectenerg-6946	175	2	12,19	12,19	NUM
fuelectenerg-6946	175	3	]	]	PUNCT
fuelectenerg-6946	175	4	.	.	PUNCT
fuelectenerg-6946	176	1	intrusion	intrusion	NOUN
fuelectenerg-6946	176	2	detection	detection	NOUN
fuelectenerg-6946	176	3	starts	start	VERB
fuelectenerg-6946	176	4	with	with	ADP
fuelectenerg-6946	176	5	network	network	NOUN
fuelectenerg-6946	176	6	monitoring	monitoring	NOUN
fuelectenerg-6946	176	7	,	,	PUNCT
fuelectenerg-6946	176	8	followed	follow	VERB
fuelectenerg-6946	176	9	by	by	ADP
fuelectenerg-6946	176	10	network	network	NOUN
fuelectenerg-6946	176	11	packet	packet	NOUN
fuelectenerg-6946	176	12	preparation	preparation	NOUN
fuelectenerg-6946	176	13	for	for	ADP
fuelectenerg-6946	176	14	efficient	efficient	ADJ
fuelectenerg-6946	176	15	pattern	pattern	NOUN
fuelectenerg-6946	176	16	matching	matching	NOUN
fuelectenerg-6946	176	17	,	,	PUNCT
fuelectenerg-6946	176	18	which	which	PRON
fuelectenerg-6946	176	19	is	be	AUX
fuelectenerg-6946	176	20	based	base	VERB
fuelectenerg-6946	176	21	on	on	ADP
fuelectenerg-6946	176	22	the	the	DET
fuelectenerg-6946	176	23	predefined	predefine	VERB
fuelectenerg-6946	176	24	signature	signature	NOUN
fuelectenerg-6946	176	25	database	database	NOUN
fuelectenerg-6946	176	26	(	(	PUNCT
fuelectenerg-6946	176	27	fig	fig	NOUN
fuelectenerg-6946	176	28	.	.	PUNCT
fuelectenerg-6946	176	29	1	1	NUM
fuelectenerg-6946	176	30	)	)	PUNCT
fuelectenerg-6946	176	31	.	.	PUNCT
fuelectenerg-6946	177	1	network	network	NOUN
fuelectenerg-6946	177	2	monitoring	monitoring	NOUN
fuelectenerg-6946	177	3	can	can	AUX
fuelectenerg-6946	177	4	be	be	AUX
fuelectenerg-6946	177	5	performed	perform	VERB
fuelectenerg-6946	177	6	as	as	ADP
fuelectenerg-6946	177	7	packet	packet	NOUN
fuelectenerg-6946	177	8	capture	capture	NOUN
fuelectenerg-6946	177	9	,	,	PUNCT
fuelectenerg-6946	177	10	deep	deep	ADJ
fuelectenerg-6946	177	11	packet	packet	NOUN
fuelectenerg-6946	177	12	inspection	inspection	NOUN
fuelectenerg-6946	177	13	and	and	CCONJ
fuelectenerg-6946	177	14	flow	flow	NOUN
fuelectenerg-6946	177	15	-	-	PUNCT
fuelectenerg-6946	177	16	based	base	VERB
fuelectenerg-6946	177	17	monitoring	monitoring	NOUN
fuelectenerg-6946	177	18	.	.	PUNCT
fuelectenerg-6946	178	1	packet	packet	NOUN
fuelectenerg-6946	178	2	capture	capture	NOUN
fuelectenerg-6946	178	3	intercepts	intercept	VERB
fuelectenerg-6946	178	4	a	a	DET
fuelectenerg-6946	178	5	data	data	NOUN
fuelectenerg-6946	178	6	packet	packet	NOUN
fuelectenerg-6946	178	7	that	that	PRON
fuelectenerg-6946	178	8	is	be	AUX
fuelectenerg-6946	178	9	crossing	cross	VERB
fuelectenerg-6946	178	10	over	over	ADP
fuelectenerg-6946	178	11	a	a	DET
fuelectenerg-6946	178	12	specific	specific	ADJ
fuelectenerg-6946	178	13	computer	computer	NOUN
fuelectenerg-6946	178	14	network	network	NOUN
fuelectenerg-6946	178	15	,	,	PUNCT
fuelectenerg-6946	178	16	but	but	CCONJ
fuelectenerg-6946	178	17	it	it	PRON
fuelectenerg-6946	178	18	focuses	focus	VERB
fuelectenerg-6946	178	19	only	only	ADV
fuelectenerg-6946	178	20	on	on	ADP
fuelectenerg-6946	178	21	packet	packet	NOUN
fuelectenerg-6946	178	22	headers	header	NOUN
fuelectenerg-6946	178	23	.	.	PUNCT
fuelectenerg-6946	179	1	deep	deep	ADJ
fuelectenerg-6946	179	2	packet	packet	NOUN
fuelectenerg-6946	179	3	inspection	inspection	NOUN
fuelectenerg-6946	179	4	(	(	PUNCT
fuelectenerg-6946	179	5	dpi	dpi	NOUN
fuelectenerg-6946	179	6	)	)	PUNCT
fuelectenerg-6946	179	7	is	be	AUX
fuelectenerg-6946	179	8	an	an	DET
fuelectenerg-6946	179	9	advanced	advanced	ADJ
fuelectenerg-6946	179	10	method	method	NOUN
fuelectenerg-6946	179	11	of	of	ADP
fuelectenerg-6946	179	12	packet	packet	NOUN
fuelectenerg-6946	179	13	filtering	filtering	NOUN
fuelectenerg-6946	179	14	,	,	PUNCT
fuelectenerg-6946	179	15	which	which	PRON
fuelectenerg-6946	179	16	inspects	inspect	VERB
fuelectenerg-6946	179	17	at	at	ADP
fuelectenerg-6946	179	18	the	the	DET
fuelectenerg-6946	179	19	application	application	NOUN
fuelectenerg-6946	179	20	layer	layer	NOUN
fuelectenerg-6946	179	21	of	of	ADP
fuelectenerg-6946	179	22	the	the	DET
fuelectenerg-6946	179	23	osi	osi	PROPN
fuelectenerg-6946	179	24	(	(	PUNCT
fuelectenerg-6946	179	25	open	open	ADJ
fuelectenerg-6946	179	26	systems	system	NOUN
fuelectenerg-6946	179	27	interconnection	interconnection	NOUN
fuelectenerg-6946	179	28	)	)	PUNCT
fuelectenerg-6946	179	29	reference	reference	NOUN
fuelectenerg-6946	179	30	model	model	NOUN
fuelectenerg-6946	179	31	.	.	PUNCT
fuelectenerg-6946	180	1	fig	fig	NOUN
fuelectenerg-6946	180	2	.	.	PUNCT
fuelectenerg-6946	181	1	1	1	NUM
fuelectenerg-6946	181	2	:	:	PUNCT
fuelectenerg-6946	181	3	the	the	DET
fuelectenerg-6946	181	4	typical	typical	ADJ
fuelectenerg-6946	181	5	ids	id	NOUN
fuelectenerg-6946	181	6	workflow	workflow	NOUN
fuelectenerg-6946	181	7	.	.	PUNCT
fuelectenerg-6946	182	1	any	any	DET
fuelectenerg-6946	182	2	signature	signature	NOUN
fuelectenerg-6946	182	3	based	base	VERB
fuelectenerg-6946	182	4	ids	id	NOUN
fuelectenerg-6946	182	5	checks	check	VERB
fuelectenerg-6946	182	6	the	the	DET
fuelectenerg-6946	182	7	presence	presence	NOUN
fuelectenerg-6946	182	8	of	of	ADP
fuelectenerg-6946	182	9	a	a	DET
fuelectenerg-6946	182	10	malicious	malicious	ADJ
fuelectenerg-6946	182	11	signature	signature	NOUN
fuelectenerg-6946	182	12	in	in	ADP
fuelectenerg-6946	182	13	the	the	DET
fuelectenerg-6946	182	14	incoming	incoming	ADJ
fuelectenerg-6946	182	15	packet	packet	NOUN
fuelectenerg-6946	182	16	sequence	sequence	NOUN
fuelectenerg-6946	182	17	and	and	CCONJ
fuelectenerg-6946	182	18	act	act	VERB
fuelectenerg-6946	182	19	as	as	SCONJ
fuelectenerg-6946	182	20	instructed	instruct	VERB
fuelectenerg-6946	182	21	by	by	ADP
fuelectenerg-6946	182	22	the	the	DET
fuelectenerg-6946	182	23	corresponding	corresponding	ADJ
fuelectenerg-6946	182	24	rule	rule	NOUN
fuelectenerg-6946	182	25	.	.	PUNCT
fuelectenerg-6946	183	1	snort	snort	NOUN
fuelectenerg-6946	183	2	is	be	AUX
fuelectenerg-6946	183	3	a	a	DET
fuelectenerg-6946	183	4	widely	widely	ADV
fuelectenerg-6946	183	5	used	use	VERB
fuelectenerg-6946	183	6	open	open	ADJ
fuelectenerg-6946	183	7	-	-	PUNCT
fuelectenerg-6946	183	8	source	source	NOUN
fuelectenerg-6946	183	9	ids	id	NOUN
fuelectenerg-6946	183	10	based	base	VERB
fuelectenerg-6946	183	11	on	on	ADP
fuelectenerg-6946	183	12	pattern	pattern	NOUN
fuelectenerg-6946	183	13	matching	match	VERB
fuelectenerg-6946	183	14	[	[	X
fuelectenerg-6946	183	15	11	11	NUM
fuelectenerg-6946	183	16	]	]	PUNCT
fuelectenerg-6946	183	17	.	.	PUNCT
fuelectenerg-6946	184	1	the	the	DET
fuelectenerg-6946	184	2	pattern	pattern	NOUN
fuelectenerg-6946	184	3	matching	match	VERB
fuelectenerg-6946	184	4	algorithm	algorithm	NOUN
fuelectenerg-6946	184	5	must	must	AUX
fuelectenerg-6946	184	6	be	be	AUX
fuelectenerg-6946	184	7	fast	fast	ADJ
fuelectenerg-6946	184	8	enough	enough	ADV
fuelectenerg-6946	184	9	in	in	ADP
fuelectenerg-6946	184	10	order	order	NOUN
fuelectenerg-6946	184	11	to	to	PART
fuelectenerg-6946	184	12	support	support	VERB
fuelectenerg-6946	184	13	the	the	DET
fuelectenerg-6946	184	14	network	network	NOUN
fuelectenerg-6946	184	15	link	link	NOUN
fuelectenerg-6946	184	16	speed	speed	NOUN
fuelectenerg-6946	184	17	.	.	PUNCT
fuelectenerg-6946	185	1	there	there	PRON
fuelectenerg-6946	185	2	are	be	VERB
fuelectenerg-6946	185	3	various	various	ADJ
fuelectenerg-6946	185	4	implementations	implementation	NOUN
fuelectenerg-6946	185	5	of	of	ADP
fuelectenerg-6946	185	6	pattern	pattern	NOUN
fuelectenerg-6946	185	7	matching	match	VERB
fuelectenerg-6946	185	8	algorithms	algorithm	NOUN
fuelectenerg-6946	185	9	[	[	X
fuelectenerg-6946	185	10	7–12	7–12	X
fuelectenerg-6946	185	11	]	]	X
fuelectenerg-6946	185	12	.	.	PUNCT
fuelectenerg-6946	186	1	we	we	PRON
fuelectenerg-6946	186	2	will	will	AUX
fuelectenerg-6946	186	3	use	use	VERB
fuelectenerg-6946	186	4	myers	myer	NOUN
fuelectenerg-6946	186	5	pattern	pattern	NOUN
fuelectenerg-6946	186	6	search	search	NOUN
fuelectenerg-6946	186	7	algorithm	algorithm	NOUN
fuelectenerg-6946	186	8	for	for	ADP
fuelectenerg-6946	186	9	dpi	dpi	NOUN
fuelectenerg-6946	186	10	packets	packet	NOUN
fuelectenerg-6946	186	11	inspection	inspection	NOUN
fuelectenerg-6946	186	12	,	,	PUNCT
fuelectenerg-6946	186	13	with	with	ADP
fuelectenerg-6946	186	14	rules	rule	NOUN
fuelectenerg-6946	186	15	in	in	ADP
fuelectenerg-6946	186	16	snort	snort	NOUN
fuelectenerg-6946	186	17	syntax	syntax	NOUN
fuelectenerg-6946	186	18	as	as	SCONJ
fuelectenerg-6946	186	19	proposed	propose	VERB
fuelectenerg-6946	186	20	in	in	ADP
fuelectenerg-6946	186	21	[	[	X
fuelectenerg-6946	186	22	12	12	NUM
fuelectenerg-6946	186	23	]	]	PUNCT
fuelectenerg-6946	186	24	.	.	PUNCT
fuelectenerg-6946	187	1	in	in	ADP
fuelectenerg-6946	187	2	order	order	NOUN
fuelectenerg-6946	187	3	to	to	PART
fuelectenerg-6946	187	4	speed	speed	VERB
fuelectenerg-6946	187	5	up	up	ADP
fuelectenerg-6946	187	6	pattern	pattern	NOUN
fuelectenerg-6946	187	7	matching	matching	NOUN
fuelectenerg-6946	187	8	,	,	PUNCT
fuelectenerg-6946	187	9	in	in	ADP
fuelectenerg-6946	187	10	this	this	DET
fuelectenerg-6946	187	11	paper	paper	NOUN
fuelectenerg-6946	187	12	we	we	PRON
fuelectenerg-6946	187	13	choose	choose	VERB
fuelectenerg-6946	187	14	apache	apache	PROPN
fuelectenerg-6946	187	15	hadoop	hadoop	NOUN
fuelectenerg-6946	187	16	distributed	distribute	VERB
fuelectenerg-6946	187	17	environment	environment	NOUN
fuelectenerg-6946	187	18	,	,	PUNCT
fuelectenerg-6946	187	19	with	with	ADP
fuelectenerg-6946	187	20	focus	focus	NOUN
fuelectenerg-6946	187	21	on	on	ADP
fuelectenerg-6946	187	22	network	network	NOUN
fuelectenerg-6946	187	23	traffic	traffic	NOUN
fuelectenerg-6946	187	24	data	datum	NOUN
fuelectenerg-6946	187	25	distribution	distribution	NOUN
fuelectenerg-6946	187	26	across	across	ADP
fuelectenerg-6946	187	27	the	the	DET
fuelectenerg-6946	187	28	nodes	node	NOUN
fuelectenerg-6946	187	29	.	.	PUNCT
fuelectenerg-6946	188	1	3	3	NUM
fuelectenerg-6946	188	2	apache	apache	PROPN
fuelectenerg-6946	188	3	hadoop	hadoop	NOUN
fuelectenerg-6946	188	4	hdfs	hdfs	NOUN
fuelectenerg-6946	188	5	and	and	CCONJ
fuelectenerg-6946	188	6	mapreduce	mapreduce	VERB
fuelectenerg-6946	188	7	the	the	DET
fuelectenerg-6946	188	8	apache	apache	NOUN
fuelectenerg-6946	188	9	hadoop	hadoop	NOUN
fuelectenerg-6946	188	10	is	be	AUX
fuelectenerg-6946	188	11	a	a	DET
fuelectenerg-6946	188	12	framework	framework	NOUN
fuelectenerg-6946	188	13	for	for	ADP
fuelectenerg-6946	188	14	distributed	distribute	VERB
fuelectenerg-6946	188	15	computing	computing	NOUN
fuelectenerg-6946	188	16	based	base	VERB
fuelectenerg-6946	188	17	on	on	ADP
fuelectenerg-6946	188	18	mapreduce	mapreduce	PROPN
fuelectenerg-6946	188	19	programming	programming	NOUN
fuelectenerg-6946	188	20	model	model	NOUN
fuelectenerg-6946	188	21	,	,	PUNCT
fuelectenerg-6946	188	22	where	where	SCONJ
fuelectenerg-6946	188	23	each	each	DET
fuelectenerg-6946	188	24	computer	computer	NOUN
fuelectenerg-6946	188	25	in	in	ADP
fuelectenerg-6946	188	26	a	a	DET
fuelectenerg-6946	188	27	hadoop	hadoop	NOUN
fuelectenerg-6946	188	28	cluster	cluster	NOUN
fuelectenerg-6946	188	29	(	(	PUNCT
fuelectenerg-6946	188	30	node	node	NOUN
fuelectenerg-6946	188	31	)	)	PUNCT
fuelectenerg-6946	188	32	offers	offer	VERB
fuelectenerg-6946	188	33	local	local	ADJ
fuelectenerg-6946	188	34	computation	computation	NOUN
fuelectenerg-6946	188	35	and	and	CCONJ
fuelectenerg-6946	188	36	storage	storage	NOUN
fuelectenerg-6946	188	37	[	[	X
fuelectenerg-6946	188	38	13	13	NUM
fuelectenerg-6946	188	39	]	]	PUNCT
fuelectenerg-6946	188	40	.	.	PUNCT
fuelectenerg-6946	189	1	the	the	DET
fuelectenerg-6946	189	2	apache	apache	PROPN
fuelectenerg-6946	189	3	hadoop	hadoop	NOUN
fuelectenerg-6946	189	4	cluster	cluster	NOUN
fuelectenerg-6946	189	5	consists	consist	VERB
fuelectenerg-6946	189	6	of	of	ADP
fuelectenerg-6946	189	7	one	one	NUM
fuelectenerg-6946	189	8	master	master	NOUN
fuelectenerg-6946	189	9	and	and	CCONJ
fuelectenerg-6946	189	10	many	many	ADJ
fuelectenerg-6946	189	11	slave	slave	NOUN
fuelectenerg-6946	189	12	nodes	node	NOUN
fuelectenerg-6946	189	13	.	.	PUNCT
fuelectenerg-6946	190	1	the	the	DET
fuelectenerg-6946	190	2	apache	apache	PROPN
fuelectenerg-6946	190	3	hadoop	hadoop	NOUN
fuelectenerg-6946	190	4	is	be	AUX
fuelectenerg-6946	190	5	available	available	ADJ
fuelectenerg-6946	190	6	in	in	ADP
fuelectenerg-6946	190	7	versions	version	NOUN
fuelectenerg-6946	190	8	1.x	1.x	NUM
fuelectenerg-6946	190	9	and	and	CCONJ
fuelectenerg-6946	190	10	2.x	2.x	NUM
fuelectenerg-6946	190	11	.	.	PUNCT
fuelectenerg-6946	191	1	there	there	PRON
fuelectenerg-6946	191	2	are	be	VERB
fuelectenerg-6946	191	3	two	two	NUM
fuelectenerg-6946	191	4	main	main	ADJ
fuelectenerg-6946	191	5	components	component	NOUN
fuelectenerg-6946	191	6	of	of	ADP
fuelectenerg-6946	191	7	hadoop	hadoop	NOUN
fuelectenerg-6946	191	8	1.x	1.x	NUM
fuelectenerg-6946	191	9	system	system	NOUN
fuelectenerg-6946	191	10	:	:	PUNCT
fuelectenerg-6946	191	11	hadoop	hadoop	NOUN
fuelectenerg-6946	191	12	distributed	distribute	VERB
fuelectenerg-6946	191	13	file	file	NOUN
fuelectenerg-6946	191	14	system	system	NOUN
fuelectenerg-6946	191	15	(	(	PUNCT
fuelectenerg-6946	191	16	hdfs	hdfs	PROPN
fuelectenerg-6946	191	17	)	)	PUNCT
fuelectenerg-6946	191	18	,	,	PUNCT
fuelectenerg-6946	191	19	used	use	VERB
fuelectenerg-6946	191	20	for	for	ADP
fuelectenerg-6946	191	21	distributed	distribute	VERB
fuelectenerg-6946	191	22	data	datum	NOUN
fuelectenerg-6946	191	23	242	242	NUM
fuelectenerg-6946	191	24	v.	v.	ADP
fuelectenerg-6946	191	25	ćirić	ćirić	PROPN
fuelectenerg-6946	191	26	,	,	PUNCT
fuelectenerg-6946	191	27	d.	d.	PROPN
fuelectenerg-6946	191	28	cvetković	cvetković	PROPN
fuelectenerg-6946	191	29	,	,	PUNCT
fuelectenerg-6946	191	30	n.	n.	PROPN
fuelectenerg-6946	191	31	gavrilović	gavrilović	PROPN
fuelectenerg-6946	191	32	,	,	PUNCT
fuelectenerg-6946	191	33	n.	n.	PROPN
fuelectenerg-6946	191	34	stojanović	stojanović	PROPN
fuelectenerg-6946	191	35	,	,	PUNCT
fuelectenerg-6946	191	36	i.	i.	PROPN
fuelectenerg-6946	191	37	milentijević	milentijević	PROPN
fuelectenerg-6946	191	38	input	input	PROPN
fuelectenerg-6946	191	39	splits	split	VERB
fuelectenerg-6946	191	40	design	design	NOUN
fuelectenerg-6946	191	41	techniques	technique	NOUN
fuelectenerg-6946	191	42	for	for	ADP
fuelectenerg-6946	191	43	ids	id	NOUN
fuelectenerg-6946	191	44	on	on	ADP
fuelectenerg-6946	191	45	hadoop	hadoop	NOUN
fuelectenerg-6946	191	46	cluster	cluster	NOUN
fuelectenerg-6946	191	47	243	243	NUM
fuelectenerg-6946	191	48	4	4	NUM
fuelectenerg-6946	191	49	v.ciric	v.ciric	NOUN
fuelectenerg-6946	191	50	et	et	PROPN
fuelectenerg-6946	191	51	al	al	PROPN
fuelectenerg-6946	191	52	.	.	PROPN
fuelectenerg-6946	191	53	attacks	attack	NOUN
fuelectenerg-6946	191	54	,	,	PUNCT
fuelectenerg-6946	191	55	with	with	ADP
fuelectenerg-6946	191	56	a	a	DET
fuelectenerg-6946	191	57	drawback	drawback	NOUN
fuelectenerg-6946	191	58	of	of	ADP
fuelectenerg-6946	191	59	possible	possible	ADJ
fuelectenerg-6946	191	60	false	false	ADJ
fuelectenerg-6946	191	61	positives	positive	NOUN
fuelectenerg-6946	191	62	[	[	X
fuelectenerg-6946	191	63	20,21	20,21	NUM
fuelectenerg-6946	191	64	]	]	PUNCT
fuelectenerg-6946	191	65	.	.	PUNCT
fuelectenerg-6946	192	1	in	in	ADP
fuelectenerg-6946	192	2	this	this	DET
fuelectenerg-6946	192	3	paper	paper	NOUN
fuelectenerg-6946	192	4	we	we	PRON
fuelectenerg-6946	192	5	will	will	AUX
fuelectenerg-6946	192	6	focus	focus	VERB
fuelectenerg-6946	192	7	on	on	ADP
fuelectenerg-6946	192	8	pattern	pattern	NOUN
fuelectenerg-6946	192	9	matching	match	VERB
fuelectenerg-6946	192	10	based	base	VERB
fuelectenerg-6946	192	11	ids	id	NOUN
fuelectenerg-6946	192	12	.	.	PUNCT
fuelectenerg-6946	193	1	the	the	DET
fuelectenerg-6946	193	2	workflow	workflow	NOUN
fuelectenerg-6946	193	3	of	of	ADP
fuelectenerg-6946	193	4	pattern	pattern	NOUN
fuelectenerg-6946	193	5	matching	match	VERB
fuelectenerg-6946	193	6	based	base	VERB
fuelectenerg-6946	193	7	ids	id	NOUN
fuelectenerg-6946	193	8	is	be	AUX
fuelectenerg-6946	193	9	shown	show	VERB
fuelectenerg-6946	193	10	in	in	ADP
fuelectenerg-6946	193	11	fig	fig	NOUN
fuelectenerg-6946	193	12	.	.	PUNCT
fuelectenerg-6946	194	1	1	1	NUM
fuelectenerg-6946	195	1	[	[	X
fuelectenerg-6946	195	2	12,19	12,19	NUM
fuelectenerg-6946	195	3	]	]	PUNCT
fuelectenerg-6946	195	4	.	.	PUNCT
fuelectenerg-6946	196	1	intrusion	intrusion	NOUN
fuelectenerg-6946	196	2	detection	detection	NOUN
fuelectenerg-6946	196	3	starts	start	VERB
fuelectenerg-6946	196	4	with	with	ADP
fuelectenerg-6946	196	5	network	network	NOUN
fuelectenerg-6946	196	6	monitoring	monitoring	NOUN
fuelectenerg-6946	196	7	,	,	PUNCT
fuelectenerg-6946	196	8	followed	follow	VERB
fuelectenerg-6946	196	9	by	by	ADP
fuelectenerg-6946	196	10	network	network	NOUN
fuelectenerg-6946	196	11	packet	packet	NOUN
fuelectenerg-6946	196	12	preparation	preparation	NOUN
fuelectenerg-6946	196	13	for	for	ADP
fuelectenerg-6946	196	14	efficient	efficient	ADJ
fuelectenerg-6946	196	15	pattern	pattern	NOUN
fuelectenerg-6946	196	16	matching	matching	NOUN
fuelectenerg-6946	196	17	,	,	PUNCT
fuelectenerg-6946	196	18	which	which	PRON
fuelectenerg-6946	196	19	is	be	AUX
fuelectenerg-6946	196	20	based	base	VERB
fuelectenerg-6946	196	21	on	on	ADP
fuelectenerg-6946	196	22	the	the	DET
fuelectenerg-6946	196	23	predefined	predefine	VERB
fuelectenerg-6946	196	24	signature	signature	NOUN
fuelectenerg-6946	196	25	database	database	NOUN
fuelectenerg-6946	196	26	(	(	PUNCT
fuelectenerg-6946	196	27	fig	fig	NOUN
fuelectenerg-6946	196	28	.	.	PUNCT
fuelectenerg-6946	196	29	1	1	NUM
fuelectenerg-6946	196	30	)	)	PUNCT
fuelectenerg-6946	196	31	.	.	PUNCT
fuelectenerg-6946	197	1	network	network	NOUN
fuelectenerg-6946	197	2	monitoring	monitoring	NOUN
fuelectenerg-6946	197	3	can	can	AUX
fuelectenerg-6946	197	4	be	be	AUX
fuelectenerg-6946	197	5	performed	perform	VERB
fuelectenerg-6946	197	6	as	as	ADP
fuelectenerg-6946	197	7	packet	packet	NOUN
fuelectenerg-6946	197	8	capture	capture	NOUN
fuelectenerg-6946	197	9	,	,	PUNCT
fuelectenerg-6946	197	10	deep	deep	ADJ
fuelectenerg-6946	197	11	packet	packet	NOUN
fuelectenerg-6946	197	12	inspection	inspection	NOUN
fuelectenerg-6946	197	13	and	and	CCONJ
fuelectenerg-6946	197	14	flow	flow	NOUN
fuelectenerg-6946	197	15	-	-	PUNCT
fuelectenerg-6946	197	16	based	base	VERB
fuelectenerg-6946	197	17	monitoring	monitoring	NOUN
fuelectenerg-6946	197	18	.	.	PUNCT
fuelectenerg-6946	198	1	packet	packet	NOUN
fuelectenerg-6946	198	2	capture	capture	NOUN
fuelectenerg-6946	198	3	intercepts	intercept	VERB
fuelectenerg-6946	198	4	a	a	DET
fuelectenerg-6946	198	5	data	data	NOUN
fuelectenerg-6946	198	6	packet	packet	NOUN
fuelectenerg-6946	198	7	that	that	PRON
fuelectenerg-6946	198	8	is	be	AUX
fuelectenerg-6946	198	9	crossing	cross	VERB
fuelectenerg-6946	198	10	over	over	ADP
fuelectenerg-6946	198	11	a	a	DET
fuelectenerg-6946	198	12	specific	specific	ADJ
fuelectenerg-6946	198	13	computer	computer	NOUN
fuelectenerg-6946	198	14	network	network	NOUN
fuelectenerg-6946	198	15	,	,	PUNCT
fuelectenerg-6946	198	16	but	but	CCONJ
fuelectenerg-6946	198	17	it	it	PRON
fuelectenerg-6946	198	18	focuses	focus	VERB
fuelectenerg-6946	198	19	only	only	ADV
fuelectenerg-6946	198	20	on	on	ADP
fuelectenerg-6946	198	21	packet	packet	NOUN
fuelectenerg-6946	198	22	headers	header	NOUN
fuelectenerg-6946	198	23	.	.	PUNCT
fuelectenerg-6946	199	1	deep	deep	ADJ
fuelectenerg-6946	199	2	packet	packet	NOUN
fuelectenerg-6946	199	3	inspection	inspection	NOUN
fuelectenerg-6946	199	4	(	(	PUNCT
fuelectenerg-6946	199	5	dpi	dpi	NOUN
fuelectenerg-6946	199	6	)	)	PUNCT
fuelectenerg-6946	199	7	is	be	AUX
fuelectenerg-6946	199	8	an	an	DET
fuelectenerg-6946	199	9	advanced	advanced	ADJ
fuelectenerg-6946	199	10	method	method	NOUN
fuelectenerg-6946	199	11	of	of	ADP
fuelectenerg-6946	199	12	packet	packet	NOUN
fuelectenerg-6946	199	13	filtering	filtering	NOUN
fuelectenerg-6946	199	14	,	,	PUNCT
fuelectenerg-6946	199	15	which	which	PRON
fuelectenerg-6946	199	16	inspects	inspect	VERB
fuelectenerg-6946	199	17	at	at	ADP
fuelectenerg-6946	199	18	the	the	DET
fuelectenerg-6946	199	19	application	application	NOUN
fuelectenerg-6946	199	20	layer	layer	NOUN
fuelectenerg-6946	199	21	of	of	ADP
fuelectenerg-6946	199	22	the	the	DET
fuelectenerg-6946	199	23	osi	osi	PROPN
fuelectenerg-6946	199	24	(	(	PUNCT
fuelectenerg-6946	199	25	open	open	ADJ
fuelectenerg-6946	199	26	systems	system	NOUN
fuelectenerg-6946	199	27	interconnection	interconnection	NOUN
fuelectenerg-6946	199	28	)	)	PUNCT
fuelectenerg-6946	199	29	reference	reference	NOUN
fuelectenerg-6946	199	30	model	model	NOUN
fuelectenerg-6946	199	31	.	.	PUNCT
fuelectenerg-6946	200	1	fig	fig	NOUN
fuelectenerg-6946	200	2	.	.	PUNCT
fuelectenerg-6946	201	1	1	1	NUM
fuelectenerg-6946	201	2	:	:	PUNCT
fuelectenerg-6946	201	3	the	the	DET
fuelectenerg-6946	201	4	typical	typical	ADJ
fuelectenerg-6946	201	5	ids	id	NOUN
fuelectenerg-6946	201	6	workflow	workflow	NOUN
fuelectenerg-6946	201	7	.	.	PUNCT
fuelectenerg-6946	202	1	any	any	DET
fuelectenerg-6946	202	2	signature	signature	NOUN
fuelectenerg-6946	202	3	based	base	VERB
fuelectenerg-6946	202	4	ids	id	NOUN
fuelectenerg-6946	202	5	checks	check	VERB
fuelectenerg-6946	202	6	the	the	DET
fuelectenerg-6946	202	7	presence	presence	NOUN
fuelectenerg-6946	202	8	of	of	ADP
fuelectenerg-6946	202	9	a	a	DET
fuelectenerg-6946	202	10	malicious	malicious	ADJ
fuelectenerg-6946	202	11	signature	signature	NOUN
fuelectenerg-6946	202	12	in	in	ADP
fuelectenerg-6946	202	13	the	the	DET
fuelectenerg-6946	202	14	incoming	incoming	ADJ
fuelectenerg-6946	202	15	packet	packet	NOUN
fuelectenerg-6946	202	16	sequence	sequence	NOUN
fuelectenerg-6946	202	17	and	and	CCONJ
fuelectenerg-6946	202	18	act	act	VERB
fuelectenerg-6946	202	19	as	as	SCONJ
fuelectenerg-6946	202	20	instructed	instruct	VERB
fuelectenerg-6946	202	21	by	by	ADP
fuelectenerg-6946	202	22	the	the	DET
fuelectenerg-6946	202	23	corresponding	corresponding	ADJ
fuelectenerg-6946	202	24	rule	rule	NOUN
fuelectenerg-6946	202	25	.	.	PUNCT
fuelectenerg-6946	203	1	snort	snort	NOUN
fuelectenerg-6946	203	2	is	be	AUX
fuelectenerg-6946	203	3	a	a	DET
fuelectenerg-6946	203	4	widely	widely	ADV
fuelectenerg-6946	203	5	used	use	VERB
fuelectenerg-6946	203	6	open	open	ADJ
fuelectenerg-6946	203	7	-	-	PUNCT
fuelectenerg-6946	203	8	source	source	NOUN
fuelectenerg-6946	203	9	ids	id	NOUN
fuelectenerg-6946	203	10	based	base	VERB
fuelectenerg-6946	203	11	on	on	ADP
fuelectenerg-6946	203	12	pattern	pattern	NOUN
fuelectenerg-6946	203	13	matching	match	VERB
fuelectenerg-6946	203	14	[	[	X
fuelectenerg-6946	203	15	11	11	NUM
fuelectenerg-6946	203	16	]	]	PUNCT
fuelectenerg-6946	203	17	.	.	PUNCT
fuelectenerg-6946	204	1	the	the	DET
fuelectenerg-6946	204	2	pattern	pattern	NOUN
fuelectenerg-6946	204	3	matching	match	VERB
fuelectenerg-6946	204	4	algorithm	algorithm	NOUN
fuelectenerg-6946	204	5	must	must	AUX
fuelectenerg-6946	204	6	be	be	AUX
fuelectenerg-6946	204	7	fast	fast	ADJ
fuelectenerg-6946	204	8	enough	enough	ADV
fuelectenerg-6946	204	9	in	in	ADP
fuelectenerg-6946	204	10	order	order	NOUN
fuelectenerg-6946	204	11	to	to	PART
fuelectenerg-6946	204	12	support	support	VERB
fuelectenerg-6946	204	13	the	the	DET
fuelectenerg-6946	204	14	network	network	NOUN
fuelectenerg-6946	204	15	link	link	NOUN
fuelectenerg-6946	204	16	speed	speed	NOUN
fuelectenerg-6946	204	17	.	.	PUNCT
fuelectenerg-6946	205	1	there	there	PRON
fuelectenerg-6946	205	2	are	be	VERB
fuelectenerg-6946	205	3	various	various	ADJ
fuelectenerg-6946	205	4	implementations	implementation	NOUN
fuelectenerg-6946	205	5	of	of	ADP
fuelectenerg-6946	205	6	pattern	pattern	NOUN
fuelectenerg-6946	205	7	matching	match	VERB
fuelectenerg-6946	205	8	algorithms	algorithm	NOUN
fuelectenerg-6946	205	9	[	[	X
fuelectenerg-6946	205	10	7–12	7–12	X
fuelectenerg-6946	205	11	]	]	X
fuelectenerg-6946	205	12	.	.	PUNCT
fuelectenerg-6946	206	1	we	we	PRON
fuelectenerg-6946	206	2	will	will	AUX
fuelectenerg-6946	206	3	use	use	VERB
fuelectenerg-6946	206	4	myers	myer	NOUN
fuelectenerg-6946	206	5	pattern	pattern	NOUN
fuelectenerg-6946	206	6	search	search	NOUN
fuelectenerg-6946	206	7	algorithm	algorithm	NOUN
fuelectenerg-6946	206	8	for	for	ADP
fuelectenerg-6946	206	9	dpi	dpi	NOUN
fuelectenerg-6946	206	10	packets	packet	NOUN
fuelectenerg-6946	206	11	inspection	inspection	NOUN
fuelectenerg-6946	206	12	,	,	PUNCT
fuelectenerg-6946	206	13	with	with	ADP
fuelectenerg-6946	206	14	rules	rule	NOUN
fuelectenerg-6946	206	15	in	in	ADP
fuelectenerg-6946	206	16	snort	snort	NOUN
fuelectenerg-6946	206	17	syntax	syntax	NOUN
fuelectenerg-6946	206	18	as	as	SCONJ
fuelectenerg-6946	206	19	proposed	propose	VERB
fuelectenerg-6946	206	20	in	in	ADP
fuelectenerg-6946	206	21	[	[	X
fuelectenerg-6946	206	22	12	12	NUM
fuelectenerg-6946	206	23	]	]	PUNCT
fuelectenerg-6946	206	24	.	.	PUNCT
fuelectenerg-6946	207	1	in	in	ADP
fuelectenerg-6946	207	2	order	order	NOUN
fuelectenerg-6946	207	3	to	to	PART
fuelectenerg-6946	207	4	speed	speed	VERB
fuelectenerg-6946	207	5	up	up	ADP
fuelectenerg-6946	207	6	pattern	pattern	NOUN
fuelectenerg-6946	207	7	matching	matching	NOUN
fuelectenerg-6946	207	8	,	,	PUNCT
fuelectenerg-6946	207	9	in	in	ADP
fuelectenerg-6946	207	10	this	this	DET
fuelectenerg-6946	207	11	paper	paper	NOUN
fuelectenerg-6946	207	12	we	we	PRON
fuelectenerg-6946	207	13	choose	choose	VERB
fuelectenerg-6946	207	14	apache	apache	PROPN
fuelectenerg-6946	207	15	hadoop	hadoop	NOUN
fuelectenerg-6946	207	16	distributed	distribute	VERB
fuelectenerg-6946	207	17	environment	environment	NOUN
fuelectenerg-6946	207	18	,	,	PUNCT
fuelectenerg-6946	207	19	with	with	ADP
fuelectenerg-6946	207	20	focus	focus	NOUN
fuelectenerg-6946	207	21	on	on	ADP
fuelectenerg-6946	207	22	network	network	NOUN
fuelectenerg-6946	207	23	traffic	traffic	NOUN
fuelectenerg-6946	207	24	data	datum	NOUN
fuelectenerg-6946	207	25	distribution	distribution	NOUN
fuelectenerg-6946	207	26	across	across	ADP
fuelectenerg-6946	207	27	the	the	DET
fuelectenerg-6946	207	28	nodes	node	NOUN
fuelectenerg-6946	207	29	.	.	PUNCT
fuelectenerg-6946	208	1	3	3	NUM
fuelectenerg-6946	208	2	apache	apache	PROPN
fuelectenerg-6946	208	3	hadoop	hadoop	NOUN
fuelectenerg-6946	208	4	hdfs	hdfs	NOUN
fuelectenerg-6946	208	5	and	and	CCONJ
fuelectenerg-6946	208	6	mapreduce	mapreduce	VERB
fuelectenerg-6946	208	7	the	the	DET
fuelectenerg-6946	208	8	apache	apache	NOUN
fuelectenerg-6946	208	9	hadoop	hadoop	NOUN
fuelectenerg-6946	208	10	is	be	AUX
fuelectenerg-6946	208	11	a	a	DET
fuelectenerg-6946	208	12	framework	framework	NOUN
fuelectenerg-6946	208	13	for	for	ADP
fuelectenerg-6946	208	14	distributed	distribute	VERB
fuelectenerg-6946	208	15	computing	computing	NOUN
fuelectenerg-6946	208	16	based	base	VERB
fuelectenerg-6946	208	17	on	on	ADP
fuelectenerg-6946	208	18	mapreduce	mapreduce	PROPN
fuelectenerg-6946	208	19	programming	programming	NOUN
fuelectenerg-6946	208	20	model	model	NOUN
fuelectenerg-6946	208	21	,	,	PUNCT
fuelectenerg-6946	208	22	where	where	SCONJ
fuelectenerg-6946	208	23	each	each	DET
fuelectenerg-6946	208	24	computer	computer	NOUN
fuelectenerg-6946	208	25	in	in	ADP
fuelectenerg-6946	208	26	a	a	DET
fuelectenerg-6946	208	27	hadoop	hadoop	NOUN
fuelectenerg-6946	208	28	cluster	cluster	NOUN
fuelectenerg-6946	208	29	(	(	PUNCT
fuelectenerg-6946	208	30	node	node	NOUN
fuelectenerg-6946	208	31	)	)	PUNCT
fuelectenerg-6946	208	32	offers	offer	VERB
fuelectenerg-6946	208	33	local	local	ADJ
fuelectenerg-6946	208	34	computation	computation	NOUN
fuelectenerg-6946	208	35	and	and	CCONJ
fuelectenerg-6946	208	36	storage	storage	NOUN
fuelectenerg-6946	208	37	[	[	X
fuelectenerg-6946	208	38	13	13	NUM
fuelectenerg-6946	208	39	]	]	PUNCT
fuelectenerg-6946	208	40	.	.	PUNCT
fuelectenerg-6946	209	1	the	the	DET
fuelectenerg-6946	209	2	apache	apache	PROPN
fuelectenerg-6946	209	3	hadoop	hadoop	NOUN
fuelectenerg-6946	209	4	cluster	cluster	NOUN
fuelectenerg-6946	209	5	consists	consist	VERB
fuelectenerg-6946	209	6	of	of	ADP
fuelectenerg-6946	209	7	one	one	NUM
fuelectenerg-6946	209	8	master	master	NOUN
fuelectenerg-6946	209	9	and	and	CCONJ
fuelectenerg-6946	209	10	many	many	ADJ
fuelectenerg-6946	209	11	slave	slave	NOUN
fuelectenerg-6946	209	12	nodes	node	NOUN
fuelectenerg-6946	209	13	.	.	PUNCT
fuelectenerg-6946	210	1	the	the	DET
fuelectenerg-6946	210	2	apache	apache	PROPN
fuelectenerg-6946	210	3	hadoop	hadoop	NOUN
fuelectenerg-6946	210	4	is	be	AUX
fuelectenerg-6946	210	5	available	available	ADJ
fuelectenerg-6946	210	6	in	in	ADP
fuelectenerg-6946	210	7	versions	version	NOUN
fuelectenerg-6946	210	8	1.x	1.x	NUM
fuelectenerg-6946	210	9	and	and	CCONJ
fuelectenerg-6946	210	10	2.x	2.x	NUM
fuelectenerg-6946	210	11	.	.	PUNCT
fuelectenerg-6946	211	1	there	there	PRON
fuelectenerg-6946	211	2	are	be	VERB
fuelectenerg-6946	211	3	two	two	NUM
fuelectenerg-6946	211	4	main	main	ADJ
fuelectenerg-6946	211	5	components	component	NOUN
fuelectenerg-6946	211	6	of	of	ADP
fuelectenerg-6946	211	7	hadoop	hadoop	NOUN
fuelectenerg-6946	211	8	1.x	1.x	NUM
fuelectenerg-6946	211	9	system	system	NOUN
fuelectenerg-6946	211	10	:	:	PUNCT
fuelectenerg-6946	211	11	hadoop	hadoop	NOUN
fuelectenerg-6946	211	12	distributed	distribute	VERB
fuelectenerg-6946	211	13	file	file	NOUN
fuelectenerg-6946	211	14	system	system	NOUN
fuelectenerg-6946	211	15	(	(	PUNCT
fuelectenerg-6946	211	16	hdfs	hdfs	PROPN
fuelectenerg-6946	211	17	)	)	PUNCT
fuelectenerg-6946	211	18	,	,	PUNCT
fuelectenerg-6946	211	19	used	use	VERB
fuelectenerg-6946	211	20	for	for	ADP
fuelectenerg-6946	211	21	distributed	distribute	VERB
fuelectenerg-6946	211	22	data	datum	NOUN
fuelectenerg-6946	211	23	input	input	NOUN
fuelectenerg-6946	211	24	splits	split	VERB
fuelectenerg-6946	211	25	design	design	NOUN
fuelectenerg-6946	211	26	techniques	technique	NOUN
fuelectenerg-6946	211	27	for	for	ADP
fuelectenerg-6946	211	28	ids	id	NOUN
fuelectenerg-6946	211	29	on	on	ADP
fuelectenerg-6946	211	30	hadoop	hadoop	NOUN
fuelectenerg-6946	211	31	cluster	cluster	NOUN
fuelectenerg-6946	211	32	5	5	NUM
fuelectenerg-6946	211	33	storage	storage	NOUN
fuelectenerg-6946	211	34	,	,	PUNCT
fuelectenerg-6946	211	35	and	and	CCONJ
fuelectenerg-6946	211	36	mapreduce	mapreduce	PROPN
fuelectenerg-6946	211	37	computing	computing	NOUN
fuelectenerg-6946	211	38	framework	framework	NOUN
fuelectenerg-6946	211	39	for	for	ADP
fuelectenerg-6946	211	40	data	datum	NOUN
fuelectenerg-6946	211	41	manipulation	manipulation	NOUN
fuelectenerg-6946	211	42	.	.	PUNCT
fuelectenerg-6946	212	1	the	the	DET
fuelectenerg-6946	212	2	architecture	architecture	NOUN
fuelectenerg-6946	212	3	of	of	ADP
fuelectenerg-6946	212	4	hadoop	hadoop	NOUN
fuelectenerg-6946	212	5	2.x	2.x	NUM
fuelectenerg-6946	212	6	adds	add	VERB
fuelectenerg-6946	212	7	yarn	yarn	NOUN
fuelectenerg-6946	212	8	(	(	PUNCT
fuelectenerg-6946	212	9	yet	yet	ADV
fuelectenerg-6946	212	10	another	another	DET
fuelectenerg-6946	212	11	resource	resource	NOUN
fuelectenerg-6946	212	12	negotiator	negotiator	NOUN
fuelectenerg-6946	212	13	)	)	PUNCT
fuelectenerg-6946	212	14	as	as	ADP
fuelectenerg-6946	212	15	an	an	DET
fuelectenerg-6946	212	16	extension	extension	NOUN
fuelectenerg-6946	212	17	for	for	ADP
fuelectenerg-6946	212	18	resource	resource	NOUN
fuelectenerg-6946	212	19	management	management	NOUN
fuelectenerg-6946	212	20	.	.	PUNCT
fuelectenerg-6946	213	1	the	the	DET
fuelectenerg-6946	213	2	hdfs	hdfs	PROPN
fuelectenerg-6946	213	3	is	be	AUX
fuelectenerg-6946	213	4	an	an	DET
fuelectenerg-6946	213	5	abstraction	abstraction	NOUN
fuelectenerg-6946	213	6	of	of	ADP
fuelectenerg-6946	213	7	all	all	DET
fuelectenerg-6946	213	8	file	file	NOUN
fuelectenerg-6946	213	9	systems	system	NOUN
fuelectenerg-6946	213	10	of	of	ADP
fuelectenerg-6946	213	11	cluster	cluster	NOUN
fuelectenerg-6946	213	12	nodes	node	NOUN
fuelectenerg-6946	213	13	,	,	PUNCT
fuelectenerg-6946	213	14	which	which	PRON
fuelectenerg-6946	213	15	creates	create	VERB
fuelectenerg-6946	213	16	an	an	DET
fuelectenerg-6946	213	17	illusion	illusion	NOUN
fuelectenerg-6946	213	18	of	of	ADP
fuelectenerg-6946	213	19	common	common	ADJ
fuelectenerg-6946	213	20	data	datum	NOUN
fuelectenerg-6946	213	21	file	file	NOUN
fuelectenerg-6946	213	22	storage	storage	NOUN
fuelectenerg-6946	213	23	.	.	PUNCT
fuelectenerg-6946	214	1	large	large	ADJ
fuelectenerg-6946	214	2	files	file	NOUN
fuelectenerg-6946	214	3	are	be	AUX
fuelectenerg-6946	214	4	split	split	VERB
fuelectenerg-6946	214	5	into	into	ADP
fuelectenerg-6946	214	6	a	a	DET
fuelectenerg-6946	214	7	group	group	NOUN
fuelectenerg-6946	214	8	of	of	ADP
fuelectenerg-6946	214	9	smaller	small	ADJ
fuelectenerg-6946	214	10	parts	part	NOUN
fuelectenerg-6946	214	11	called	call	VERB
fuelectenerg-6946	214	12	blocks	block	NOUN
fuelectenerg-6946	214	13	(	(	PUNCT
fuelectenerg-6946	214	14	default	default	NOUN
fuelectenerg-6946	214	15	block	block	NOUN
fuelectenerg-6946	214	16	size	size	NOUN
fuelectenerg-6946	214	17	is	be	AUX
fuelectenerg-6946	214	18	64	64	NUM
fuelectenerg-6946	214	19	mb	mb	NOUN
fuelectenerg-6946	214	20	)	)	PUNCT
fuelectenerg-6946	215	1	[	[	X
fuelectenerg-6946	215	2	13	13	NUM
fuelectenerg-6946	215	3	]	]	PUNCT
fuelectenerg-6946	215	4	.	.	PUNCT
fuelectenerg-6946	216	1	the	the	DET
fuelectenerg-6946	216	2	size	size	NOUN
fuelectenerg-6946	216	3	of	of	ADP
fuelectenerg-6946	216	4	blocks	block	NOUN
fuelectenerg-6946	216	5	is	be	AUX
fuelectenerg-6946	216	6	fixed	fix	VERB
fuelectenerg-6946	216	7	,	,	PUNCT
fuelectenerg-6946	216	8	due	due	ADP
fuelectenerg-6946	216	9	to	to	ADP
fuelectenerg-6946	216	10	the	the	DET
fuelectenerg-6946	216	11	simplification	simplification	NOUN
fuelectenerg-6946	216	12	of	of	ADP
fuelectenerg-6946	216	13	indexing	indexing	NOUN
fuelectenerg-6946	216	14	.	.	PUNCT
fuelectenerg-6946	217	1	the	the	DET
fuelectenerg-6946	217	2	hdfs	hdfs	PROPN
fuelectenerg-6946	217	3	is	be	AUX
fuelectenerg-6946	217	4	master	master	NOUN
fuelectenerg-6946	217	5	-	-	PUNCT
fuelectenerg-6946	217	6	slave	slave	NOUN
fuelectenerg-6946	217	7	architecture	architecture	NOUN
fuelectenerg-6946	217	8	,	,	PUNCT
fuelectenerg-6946	217	9	based	base	VERB
fuelectenerg-6946	217	10	on	on	ADP
fuelectenerg-6946	217	11	the	the	DET
fuelectenerg-6946	217	12	existence	existence	NOUN
fuelectenerg-6946	217	13	of	of	ADP
fuelectenerg-6946	217	14	two	two	NUM
fuelectenerg-6946	217	15	types	type	NOUN
fuelectenerg-6946	217	16	of	of	ADP
fuelectenerg-6946	217	17	(	(	PUNCT
fuelectenerg-6946	217	18	linux	linux	PROPN
fuelectenerg-6946	217	19	)	)	PUNCT
fuelectenerg-6946	217	20	deamons	deamon	NOUN
fuelectenerg-6946	217	21	:	:	PUNCT
fuelectenerg-6946	217	22	datanode	datanode	NOUN
fuelectenerg-6946	217	23	and	and	CCONJ
fuelectenerg-6946	217	24	namenode	namenode	PROPN
fuelectenerg-6946	217	25	(	(	PUNCT
fuelectenerg-6946	217	26	fig	fig	NOUN
fuelectenerg-6946	217	27	.	.	PUNCT
fuelectenerg-6946	218	1	2	2	NUM
fuelectenerg-6946	218	2	)	)	PUNCT
fuelectenerg-6946	218	3	.	.	PUNCT
fuelectenerg-6946	219	1	namenode	namenode	PROPN
fuelectenerg-6946	219	2	is	be	AUX
fuelectenerg-6946	219	3	executed	execute	VERB
fuelectenerg-6946	219	4	on	on	ADP
fuelectenerg-6946	219	5	the	the	DET
fuelectenerg-6946	219	6	master	master	NOUN
fuelectenerg-6946	219	7	node	node	NOUN
fuelectenerg-6946	219	8	and	and	CCONJ
fuelectenerg-6946	219	9	it	it	PRON
fuelectenerg-6946	219	10	is	be	AUX
fuelectenerg-6946	219	11	responsible	responsible	ADJ
fuelectenerg-6946	219	12	for	for	ADP
fuelectenerg-6946	219	13	managing	manage	VERB
fuelectenerg-6946	219	14	datanodes	datanode	NOUN
fuelectenerg-6946	219	15	(	(	PUNCT
fuelectenerg-6946	219	16	slaves	slave	NOUN
fuelectenerg-6946	219	17	)	)	PUNCT
fuelectenerg-6946	220	1	[	[	X
fuelectenerg-6946	220	2	13	13	NUM
fuelectenerg-6946	220	3	]	]	PUNCT
fuelectenerg-6946	220	4	.	.	PUNCT
fuelectenerg-6946	221	1	fig	fig	NOUN
fuelectenerg-6946	221	2	.	.	PUNCT
fuelectenerg-6946	222	1	2	2	NUM
fuelectenerg-6946	222	2	:	:	PUNCT
fuelectenerg-6946	222	3	hdfs	hdfs	PROPN
fuelectenerg-6946	222	4	components	component	NOUN
fuelectenerg-6946	222	5	and	and	CCONJ
fuelectenerg-6946	222	6	their	their	PRON
fuelectenerg-6946	222	7	communication	communication	NOUN
fuelectenerg-6946	222	8	the	the	DET
fuelectenerg-6946	222	9	namenode	namenode	NOUN
fuelectenerg-6946	222	10	is	be	AUX
fuelectenerg-6946	222	11	also	also	ADV
fuelectenerg-6946	222	12	responsible	responsible	ADJ
fuelectenerg-6946	222	13	for	for	ADP
fuelectenerg-6946	222	14	taking	take	VERB
fuelectenerg-6946	222	15	care	care	NOUN
fuelectenerg-6946	222	16	of	of	ADP
fuelectenerg-6946	222	17	the	the	DET
fuelectenerg-6946	222	18	replication	replication	NOUN
fuelectenerg-6946	222	19	factor	factor	NOUN
fuelectenerg-6946	222	20	of	of	ADP
fuelectenerg-6946	222	21	data	datum	NOUN
fuelectenerg-6946	222	22	blocks	block	NOUN
fuelectenerg-6946	222	23	.	.	PUNCT
fuelectenerg-6946	223	1	the	the	DET
fuelectenerg-6946	223	2	replication	replication	NOUN
fuelectenerg-6946	223	3	factor	factor	NOUN
fuelectenerg-6946	223	4	contributes	contribute	VERB
fuelectenerg-6946	223	5	to	to	ADP
fuelectenerg-6946	223	6	data	datum	NOUN
fuelectenerg-6946	223	7	fault	fault	NOUN
fuelectenerg-6946	223	8	tolerance	tolerance	NOUN
fuelectenerg-6946	223	9	by	by	ADP
fuelectenerg-6946	223	10	creating	create	VERB
fuelectenerg-6946	223	11	a	a	DET
fuelectenerg-6946	223	12	several	several	ADJ
fuelectenerg-6946	223	13	copies	copy	NOUN
fuelectenerg-6946	223	14	of	of	ADP
fuelectenerg-6946	223	15	each	each	DET
fuelectenerg-6946	223	16	block	block	NOUN
fuelectenerg-6946	223	17	across	across	ADP
fuelectenerg-6946	223	18	the	the	DET
fuelectenerg-6946	223	19	cluster	cluster	NOUN
fuelectenerg-6946	223	20	.	.	PUNCT
fuelectenerg-6946	224	1	in	in	ADP
fuelectenerg-6946	224	2	fig	fig	NOUN
fuelectenerg-6946	224	3	.	.	PUNCT
fuelectenerg-6946	225	1	2	2	NUM
fuelectenerg-6946	226	1	the	the	DET
fuelectenerg-6946	226	2	replication	replication	NOUN
fuelectenerg-6946	226	3	factor	factor	NOUN
fuelectenerg-6946	226	4	is	be	AUX
fuelectenerg-6946	226	5	2	2	NUM
fuelectenerg-6946	226	6	(	(	PUNCT
fuelectenerg-6946	226	7	default	default	NOUN
fuelectenerg-6946	226	8	replication	replication	NOUN
fuelectenerg-6946	226	9	factor	factor	NOUN
fuelectenerg-6946	226	10	is	be	AUX
fuelectenerg-6946	226	11	3	3	NUM
fuelectenerg-6946	226	12	)	)	PUNCT
fuelectenerg-6946	226	13	.	.	PUNCT
fuelectenerg-6946	227	1	in	in	ADP
fuelectenerg-6946	227	2	case	case	NOUN
fuelectenerg-6946	227	3	of	of	ADP
fuelectenerg-6946	227	4	the	the	DET
fuelectenerg-6946	227	5	datanode	datanode	ADJ
fuelectenerg-6946	227	6	failure	failure	NOUN
fuelectenerg-6946	227	7	,	,	PUNCT
fuelectenerg-6946	227	8	the	the	DET
fuelectenerg-6946	227	9	namenode	namenode	NOUN
fuelectenerg-6946	227	10	chooses	choose	VERB
fuelectenerg-6946	227	11	new	new	ADJ
fuelectenerg-6946	227	12	datanodes	datanode	NOUN
fuelectenerg-6946	227	13	for	for	ADP
fuelectenerg-6946	227	14	new	new	ADJ
fuelectenerg-6946	227	15	replicas	replica	NOUN
fuelectenerg-6946	227	16	,	,	PUNCT
fuelectenerg-6946	227	17	balances	balance	NOUN
fuelectenerg-6946	227	18	disk	disk	NOUN
fuelectenerg-6946	227	19	usage	usage	NOUN
fuelectenerg-6946	227	20	and	and	CCONJ
fuelectenerg-6946	227	21	manages	manage	VERB
fuelectenerg-6946	227	22	the	the	DET
fuelectenerg-6946	227	23	communication	communication	NOUN
fuelectenerg-6946	227	24	traffic	traffic	NOUN
fuelectenerg-6946	227	25	to	to	ADP
fuelectenerg-6946	227	26	the	the	DET
fuelectenerg-6946	227	27	datanodes	datanode	NOUN
fuelectenerg-6946	227	28	[	[	X
fuelectenerg-6946	227	29	13	13	NUM
fuelectenerg-6946	227	30	]	]	PUNCT
fuelectenerg-6946	227	31	.	.	PUNCT
fuelectenerg-6946	228	1	typical	typical	ADJ
fuelectenerg-6946	228	2	hadoop	hadoop	NOUN
fuelectenerg-6946	228	3	workflow	workflow	NOUN
fuelectenerg-6946	228	4	has	have	VERB
fuelectenerg-6946	228	5	4	4	NUM
fuelectenerg-6946	228	6	parts	part	NOUN
fuelectenerg-6946	228	7	:	:	PUNCT
fuelectenerg-6946	228	8	(	(	PUNCT
fuelectenerg-6946	228	9	1	1	X
fuelectenerg-6946	228	10	)	)	PUNCT
fuelectenerg-6946	228	11	transferring	transfer	VERB
fuelectenerg-6946	228	12	input	input	NOUN
fuelectenerg-6946	228	13	data	datum	NOUN
fuelectenerg-6946	228	14	from	from	ADP
fuelectenerg-6946	228	15	client	client	NOUN
fuelectenerg-6946	228	16	host	host	NOUN
fuelectenerg-6946	228	17	to	to	ADP
fuelectenerg-6946	228	18	hdfs	hdfs	PROPN
fuelectenerg-6946	228	19	,	,	PUNCT
fuelectenerg-6946	228	20	(	(	PUNCT
fuelectenerg-6946	228	21	2	2	X
fuelectenerg-6946	228	22	)	)	PUNCT
fuelectenerg-6946	228	23	processing	processing	NOUN
fuelectenerg-6946	228	24	data	datum	NOUN
fuelectenerg-6946	228	25	using	use	VERB
fuelectenerg-6946	228	26	mapreduce	mapreduce	NOUN
fuelectenerg-6946	228	27	framework	framework	NOUN
fuelectenerg-6946	228	28	on	on	ADP
fuelectenerg-6946	228	29	the	the	DET
fuelectenerg-6946	228	30	slave	slave	NOUN
fuelectenerg-6946	228	31	nodes	node	NOUN
fuelectenerg-6946	228	32	,	,	PUNCT
fuelectenerg-6946	228	33	(	(	PUNCT
fuelectenerg-6946	228	34	3	3	X
fuelectenerg-6946	228	35	)	)	PUNCT
fuelectenerg-6946	228	36	storing	store	VERB
fuelectenerg-6946	228	37	results	result	NOUN
fuelectenerg-6946	228	38	on	on	ADP
fuelectenerg-6946	228	39	hdfs	hdfs	NOUN
fuelectenerg-6946	228	40	,	,	PUNCT
fuelectenerg-6946	228	41	and	and	CCONJ
fuelectenerg-6946	228	42	(	(	PUNCT
fuelectenerg-6946	228	43	4	4	X
fuelectenerg-6946	228	44	)	)	PUNCT
fuelectenerg-6946	228	45	reading	read	VERB
fuelectenerg-6946	228	46	data	datum	NOUN
fuelectenerg-6946	228	47	by	by	ADP
fuelectenerg-6946	228	48	client	client	NOUN
fuelectenerg-6946	228	49	host	host	NOUN
fuelectenerg-6946	228	50	from	from	ADP
fuelectenerg-6946	228	51	hdfs	hdfs	PROPN
fuelectenerg-6946	228	52	.	.	PUNCT
fuelectenerg-6946	229	1	mapreduce	mapreduce	PROPN
fuelectenerg-6946	229	2	is	be	AUX
fuelectenerg-6946	229	3	programming	programming	NOUN
fuelectenerg-6946	229	4	model	model	NOUN
fuelectenerg-6946	229	5	for	for	ADP
fuelectenerg-6946	229	6	distributed	distribute	VERB
fuelectenerg-6946	229	7	data	datum	NOUN
fuelectenerg-6946	229	8	processing	processing	NOUN
fuelectenerg-6946	229	9	,	,	PUNCT
fuelectenerg-6946	229	10	where	where	SCONJ
fuelectenerg-6946	229	11	the	the	DET
fuelectenerg-6946	229	12	map	map	NOUN
fuelectenerg-6946	229	13	function	function	NOUN
fuelectenerg-6946	229	14	is	be	AUX
fuelectenerg-6946	229	15	applied	apply	VERB
fuelectenerg-6946	229	16	on	on	ADP
fuelectenerg-6946	229	17	every	every	DET
fuelectenerg-6946	229	18	data	data	NOUN
fuelectenerg-6946	229	19	element	element	NOUN
fuelectenerg-6946	229	20	in	in	ADP
fuelectenerg-6946	229	21	parallel	parallel	NOUN
fuelectenerg-6946	229	22	,	,	PUNCT
fuelectenerg-6946	229	23	followed	follow	VERB
fuelectenerg-6946	229	24	by	by	ADP
fuelectenerg-6946	229	25	the	the	DET
fuelectenerg-6946	229	26	reduce	reduce	NOUN
fuelectenerg-6946	229	27	function	function	NOUN
fuelectenerg-6946	229	28	that	that	PRON
fuelectenerg-6946	229	29	summarize	summarize	VERB
fuelectenerg-6946	229	30	the	the	DET
fuelectenerg-6946	229	31	collections	collection	NOUN
fuelectenerg-6946	229	32	of	of	ADP
fuelectenerg-6946	229	33	intermediate	intermediate	ADJ
fuelectenerg-6946	229	34	results	result	NOUN
fuelectenerg-6946	229	35	produced	produce	VERB
fuelectenerg-6946	229	36	by	by	ADP
fuelectenerg-6946	229	37	the	the	DET
fuelectenerg-6946	229	38	map	map	NOUN
fuelectenerg-6946	229	39	functions	function	NOUN
fuelectenerg-6946	229	40	.	.	PUNCT
fuelectenerg-6946	230	1	mapreduce	mapreduce	NOUN
fuelectenerg-6946	230	2	paradigm	paradigm	NOUN
fuelectenerg-6946	230	3	assumes	assume	VERB
fuelectenerg-6946	230	4	that	that	SCONJ
fuelectenerg-6946	230	5	there	there	ADV
fuelectenerg-6946	230	6	242	242	NUM
fuelectenerg-6946	230	7	v.	v.	ADP
fuelectenerg-6946	230	8	ćirić	ćirić	NOUN
fuelectenerg-6946	230	9	,	,	PUNCT
fuelectenerg-6946	230	10	d.	d.	PROPN
fuelectenerg-6946	230	11	cvetković	cvetković	PROPN
fuelectenerg-6946	230	12	,	,	PUNCT
fuelectenerg-6946	230	13	n.	n.	PROPN
fuelectenerg-6946	230	14	gavrilović	gavrilović	PROPN
fuelectenerg-6946	230	15	,	,	PUNCT
fuelectenerg-6946	230	16	n.	n.	PROPN
fuelectenerg-6946	230	17	stojanović	stojanović	PROPN
fuelectenerg-6946	230	18	,	,	PUNCT
fuelectenerg-6946	230	19	i.	i.	PROPN
fuelectenerg-6946	230	20	milentijević	milentijević	PROPN
fuelectenerg-6946	230	21	input	input	PROPN
fuelectenerg-6946	230	22	splits	split	VERB
fuelectenerg-6946	230	23	design	design	NOUN
fuelectenerg-6946	230	24	techniques	technique	NOUN
fuelectenerg-6946	230	25	for	for	ADP
fuelectenerg-6946	230	26	ids	id	NOUN
fuelectenerg-6946	230	27	on	on	ADP
fuelectenerg-6946	230	28	hadoop	hadoop	NOUN
fuelectenerg-6946	230	29	cluster	cluster	NOUN
fuelectenerg-6946	230	30	243242	243242	NUM
fuelectenerg-6946	230	31	v.	v.	ADP
fuelectenerg-6946	230	32	ćirić	ćirić	PROPN
fuelectenerg-6946	230	33	,	,	PUNCT
fuelectenerg-6946	230	34	d.	d.	PROPN
fuelectenerg-6946	230	35	cvetković	cvetković	PROPN
fuelectenerg-6946	230	36	,	,	PUNCT
fuelectenerg-6946	230	37	n.	n.	PROPN
fuelectenerg-6946	230	38	gavrilović	gavrilović	PROPN
fuelectenerg-6946	230	39	,	,	PUNCT
fuelectenerg-6946	230	40	n.	n.	PROPN
fuelectenerg-6946	230	41	stojanović	stojanović	PROPN
fuelectenerg-6946	230	42	,	,	PUNCT
fuelectenerg-6946	230	43	i.	i.	PROPN
fuelectenerg-6946	230	44	milentijević	milentijević	PROPN
fuelectenerg-6946	230	45	input	input	PROPN
fuelectenerg-6946	230	46	splits	split	VERB
fuelectenerg-6946	230	47	design	design	NOUN
fuelectenerg-6946	230	48	techniques	technique	NOUN
fuelectenerg-6946	230	49	for	for	ADP
fuelectenerg-6946	230	50	ids	id	NOUN
fuelectenerg-6946	230	51	on	on	ADP
fuelectenerg-6946	230	52	hadoop	hadoop	NOUN
fuelectenerg-6946	230	53	cluster	cluster	NOUN
fuelectenerg-6946	230	54	243	243	NUM
fuelectenerg-6946	230	55	6	6	NUM
fuelectenerg-6946	230	56	v.ciric	v.ciric	NOUN
fuelectenerg-6946	230	57	et	et	PROPN
fuelectenerg-6946	230	58	al	al	PROPN
fuelectenerg-6946	230	59	.	.	PROPN
fuelectenerg-6946	230	60	are	be	AUX
fuelectenerg-6946	230	61	no	no	DET
fuelectenerg-6946	230	62	data	data	NOUN
fuelectenerg-6946	230	63	dependencies	dependency	NOUN
fuelectenerg-6946	230	64	between	between	ADP
fuelectenerg-6946	230	65	any	any	DET
fuelectenerg-6946	230	66	given	give	VERB
fuelectenerg-6946	230	67	instance	instance	NOUN
fuelectenerg-6946	230	68	of	of	ADP
fuelectenerg-6946	230	69	the	the	DET
fuelectenerg-6946	230	70	map	map	NOUN
fuelectenerg-6946	230	71	functions	function	NOUN
fuelectenerg-6946	230	72	.	.	PUNCT
fuelectenerg-6946	231	1	the	the	DET
fuelectenerg-6946	231	2	map	map	NOUN
fuelectenerg-6946	231	3	and	and	CCONJ
fuelectenerg-6946	231	4	reduce	reduce	VERB
fuelectenerg-6946	231	5	functions	function	NOUN
fuelectenerg-6946	231	6	are	be	AUX
fuelectenerg-6946	231	7	implemented	implement	VERB
fuelectenerg-6946	231	8	in	in	ADP
fuelectenerg-6946	231	9	hadoop	hadoop	NOUN
fuelectenerg-6946	231	10	as	as	SCONJ
fuelectenerg-6946	231	11	follows	follow	VERB
fuelectenerg-6946	231	12	.	.	PUNCT
fuelectenerg-6946	232	1	before	before	ADP
fuelectenerg-6946	232	2	the	the	DET
fuelectenerg-6946	232	3	beginning	beginning	NOUN
fuelectenerg-6946	232	4	of	of	ADP
fuelectenerg-6946	232	5	execution	execution	NOUN
fuelectenerg-6946	232	6	,	,	PUNCT
fuelectenerg-6946	232	7	the	the	DET
fuelectenerg-6946	232	8	input	input	NOUN
fuelectenerg-6946	232	9	data	data	NOUN
fuelectenerg-6946	232	10	files	file	NOUN
fuelectenerg-6946	232	11	must	must	AUX
fuelectenerg-6946	232	12	be	be	AUX
fuelectenerg-6946	232	13	added	add	VERB
fuelectenerg-6946	232	14	to	to	ADP
fuelectenerg-6946	232	15	the	the	DET
fuelectenerg-6946	232	16	hdfs	hdfs	PROPN
fuelectenerg-6946	232	17	.	.	PUNCT
fuelectenerg-6946	233	1	the	the	DET
fuelectenerg-6946	233	2	beginning	beginning	NOUN
fuelectenerg-6946	233	3	of	of	ADP
fuelectenerg-6946	233	4	the	the	DET
fuelectenerg-6946	233	5	data	datum	NOUN
fuelectenerg-6946	233	6	processing	process	VERB
fuelectenerg-6946	233	7	itself	itself	PRON
fuelectenerg-6946	233	8	is	be	AUX
fuelectenerg-6946	233	9	the	the	DET
fuelectenerg-6946	233	10	determination	determination	NOUN
fuelectenerg-6946	233	11	of	of	ADP
fuelectenerg-6946	233	12	the	the	DET
fuelectenerg-6946	233	13	logical	logical	ADJ
fuelectenerg-6946	233	14	units	unit	NOUN
fuelectenerg-6946	233	15	that	that	PRON
fuelectenerg-6946	233	16	will	will	AUX
fuelectenerg-6946	233	17	be	be	AUX
fuelectenerg-6946	233	18	processed	process	VERB
fuelectenerg-6946	233	19	input	input	NOUN
fuelectenerg-6946	233	20	splits	split	NOUN
fuelectenerg-6946	233	21	.	.	PUNCT
fuelectenerg-6946	234	1	the	the	DET
fuelectenerg-6946	234	2	most	most	ADV
fuelectenerg-6946	234	3	common	common	ADJ
fuelectenerg-6946	234	4	case	case	NOUN
fuelectenerg-6946	234	5	is	be	AUX
fuelectenerg-6946	234	6	that	that	SCONJ
fuelectenerg-6946	234	7	one	one	NUM
fuelectenerg-6946	234	8	input	input	NOUN
fuelectenerg-6946	234	9	split	split	VERB
fuelectenerg-6946	234	10	corresponds	correspond	VERB
fuelectenerg-6946	234	11	to	to	ADP
fuelectenerg-6946	234	12	one	one	NUM
fuelectenerg-6946	234	13	block	block	NOUN
fuelectenerg-6946	234	14	on	on	ADP
fuelectenerg-6946	234	15	hdfs	hdfs	NOUN
fuelectenerg-6946	234	16	,	,	PUNCT
fuelectenerg-6946	234	17	but	but	CCONJ
fuelectenerg-6946	234	18	it	it	PRON
fuelectenerg-6946	234	19	is	be	AUX
fuelectenerg-6946	234	20	not	not	PART
fuelectenerg-6946	234	21	necessary	necessary	ADJ
fuelectenerg-6946	234	22	to	to	PART
fuelectenerg-6946	234	23	be	be	AUX
fuelectenerg-6946	234	24	so	so	ADV
fuelectenerg-6946	234	25	.	.	PUNCT
fuelectenerg-6946	235	1	in	in	ADP
fuelectenerg-6946	235	2	case	case	NOUN
fuelectenerg-6946	235	3	the	the	DET
fuelectenerg-6946	235	4	data	datum	NOUN
fuelectenerg-6946	235	5	requires	require	VERB
fuelectenerg-6946	235	6	it	it	PRON
fuelectenerg-6946	235	7	,	,	PUNCT
fuelectenerg-6946	235	8	the	the	DET
fuelectenerg-6946	235	9	partitioning	partitioning	NOUN
fuelectenerg-6946	235	10	of	of	ADP
fuelectenerg-6946	235	11	data	datum	NOUN
fuelectenerg-6946	235	12	to	to	ADP
fuelectenerg-6946	235	13	input	input	NOUN
fuelectenerg-6946	235	14	splits	split	NOUN
fuelectenerg-6946	235	15	can	can	AUX
fuelectenerg-6946	235	16	be	be	AUX
fuelectenerg-6946	235	17	done	do	VERB
fuelectenerg-6946	235	18	differently	differently	ADV
fuelectenerg-6946	235	19	,	,	PUNCT
fuelectenerg-6946	235	20	through	through	ADP
fuelectenerg-6946	235	21	a	a	DET
fuelectenerg-6946	235	22	special	special	ADJ
fuelectenerg-6946	235	23	implementation	implementation	NOUN
fuelectenerg-6946	235	24	of	of	ADP
fuelectenerg-6946	235	25	the	the	DET
fuelectenerg-6946	235	26	inputformat	inputformat	NOUN
fuelectenerg-6946	235	27	class	class	NOUN
fuelectenerg-6946	235	28	that	that	PRON
fuelectenerg-6946	235	29	will	will	AUX
fuelectenerg-6946	235	30	create	create	VERB
fuelectenerg-6946	235	31	them	they	PRON
fuelectenerg-6946	235	32	[	[	X
fuelectenerg-6946	235	33	14,15	14,15	NUM
fuelectenerg-6946	235	34	]	]	PUNCT
fuelectenerg-6946	235	35	.	.	PUNCT
fuelectenerg-6946	236	1	all	all	DET
fuelectenerg-6946	236	2	input	input	NOUN
fuelectenerg-6946	236	3	and	and	CCONJ
fuelectenerg-6946	236	4	output	output	NOUN
fuelectenerg-6946	236	5	data	datum	NOUN
fuelectenerg-6946	236	6	are	be	AUX
fuelectenerg-6946	236	7	given	give	VERB
fuelectenerg-6946	236	8	in	in	ADP
fuelectenerg-6946	236	9	key	key	ADJ
fuelectenerg-6946	236	10	-	-	PUNCT
fuelectenerg-6946	236	11	value	value	NOUN
fuelectenerg-6946	236	12	pairs	pair	NOUN
fuelectenerg-6946	236	13	<	<	X
fuelectenerg-6946	236	14	k	k	X
fuelectenerg-6946	236	15	,	,	PUNCT
fuelectenerg-6946	236	16	v	v	X
fuelectenerg-6946	236	17	>	>	X
fuelectenerg-6946	236	18	.	.	PUNCT
fuelectenerg-6946	237	1	the	the	DET
fuelectenerg-6946	237	2	default	default	NOUN
fuelectenerg-6946	237	3	behavior	behavior	NOUN
fuelectenerg-6946	237	4	is	be	AUX
fuelectenerg-6946	237	5	to	to	PART
fuelectenerg-6946	237	6	use	use	VERB
fuelectenerg-6946	237	7	textinputformat	textinputformat	NOUN
fuelectenerg-6946	237	8	,	,	PUNCT
fuelectenerg-6946	237	9	where	where	SCONJ
fuelectenerg-6946	237	10	the	the	DET
fuelectenerg-6946	237	11	key	key	NOUN
fuelectenerg-6946	237	12	is	be	AUX
fuelectenerg-6946	237	13	an	an	DET
fuelectenerg-6946	237	14	offset	offset	NOUN
fuelectenerg-6946	237	15	in	in	ADP
fuelectenerg-6946	237	16	bytes	byte	NOUN
fuelectenerg-6946	237	17	from	from	ADP
fuelectenerg-6946	237	18	the	the	DET
fuelectenerg-6946	237	19	beginning	beginning	NOUN
fuelectenerg-6946	237	20	of	of	ADP
fuelectenerg-6946	237	21	file	file	NOUN
fuelectenerg-6946	237	22	,	,	PUNCT
fuelectenerg-6946	237	23	and	and	CCONJ
fuelectenerg-6946	237	24	the	the	DET
fuelectenerg-6946	237	25	value	value	NOUN
fuelectenerg-6946	237	26	is	be	AUX
fuelectenerg-6946	237	27	the	the	DET
fuelectenerg-6946	237	28	content	content	NOUN
fuelectenerg-6946	237	29	of	of	ADP
fuelectenerg-6946	237	30	one	one	NUM
fuelectenerg-6946	237	31	line	line	NOUN
fuelectenerg-6946	237	32	of	of	ADP
fuelectenerg-6946	237	33	the	the	DET
fuelectenerg-6946	237	34	file	file	NOUN
fuelectenerg-6946	237	35	.	.	PUNCT
fuelectenerg-6946	238	1	the	the	DET
fuelectenerg-6946	238	2	binary	binary	ADJ
fuelectenerg-6946	238	3	files	file	NOUN
fuelectenerg-6946	238	4	can	can	AUX
fuelectenerg-6946	238	5	be	be	AUX
fuelectenerg-6946	238	6	used	use	VERB
fuelectenerg-6946	238	7	as	as	ADV
fuelectenerg-6946	238	8	well	well	ADV
fuelectenerg-6946	238	9	.	.	PUNCT
fuelectenerg-6946	239	1	one	one	NUM
fuelectenerg-6946	239	2	map	map	NOUN
fuelectenerg-6946	239	3	task	task	NOUN
fuelectenerg-6946	239	4	processes	process	VERB
fuelectenerg-6946	239	5	one	one	NUM
fuelectenerg-6946	239	6	input	input	NOUN
fuelectenerg-6946	239	7	split	split	NOUN
fuelectenerg-6946	239	8	(	(	PUNCT
fuelectenerg-6946	239	9	fig	fig	NOUN
fuelectenerg-6946	239	10	.	.	PUNCT
fuelectenerg-6946	240	1	3	3	NUM
fuelectenerg-6946	240	2	)	)	PUNCT
fuelectenerg-6946	240	3	.	.	PUNCT
fuelectenerg-6946	241	1	each	each	DET
fuelectenerg-6946	241	2	input	input	NOUN
fuelectenerg-6946	241	3	split	split	NOUN
fuelectenerg-6946	241	4	is	be	AUX
fuelectenerg-6946	241	5	divided	divide	VERB
fuelectenerg-6946	241	6	into	into	ADP
fuelectenerg-6946	241	7	records	record	NOUN
fuelectenerg-6946	241	8	,	,	PUNCT
fuelectenerg-6946	241	9	which	which	PRON
fuelectenerg-6946	241	10	are	be	AUX
fuelectenerg-6946	241	11	represented	represent	VERB
fuelectenerg-6946	241	12	as	as	ADP
fuelectenerg-6946	241	13	key	key	ADJ
fuelectenerg-6946	241	14	-	-	PUNCT
fuelectenerg-6946	241	15	value	value	NOUN
fuelectenerg-6946	241	16	pairs	pair	NOUN
fuelectenerg-6946	241	17	<	<	X
fuelectenerg-6946	241	18	ki	ki	PROPN
fuelectenerg-6946	241	19	,	,	PUNCT
fuelectenerg-6946	241	20	vj	vj	INTJ
fuelectenerg-6946	241	21	>	>	X
fuelectenerg-6946	241	22	.	.	PUNCT
fuelectenerg-6946	242	1	each	each	DET
fuelectenerg-6946	242	2	pair	pair	NOUN
fuelectenerg-6946	242	3	is	be	AUX
fuelectenerg-6946	242	4	processed	process	VERB
fuelectenerg-6946	242	5	by	by	ADP
fuelectenerg-6946	242	6	a	a	DET
fuelectenerg-6946	242	7	map	map	NOUN
fuelectenerg-6946	242	8	task	task	NOUN
fuelectenerg-6946	242	9	with	with	ADP
fuelectenerg-6946	242	10	one	one	NUM
fuelectenerg-6946	242	11	call	call	NOUN
fuelectenerg-6946	242	12	of	of	ADP
fuelectenerg-6946	242	13	the	the	DET
fuelectenerg-6946	242	14	map	map	NOUN
fuelectenerg-6946	242	15	function	function	NOUN
fuelectenerg-6946	242	16	.	.	PUNCT
fuelectenerg-6946	243	1	the	the	DET
fuelectenerg-6946	243	2	map	map	NOUN
fuelectenerg-6946	243	3	function	function	NOUN
fuelectenerg-6946	243	4	takes	take	VERB
fuelectenerg-6946	243	5	one	one	NUM
fuelectenerg-6946	243	6	keyvalue	keyvalue	NOUN
fuelectenerg-6946	243	7	pair	pair	NOUN
fuelectenerg-6946	243	8	<	<	X
fuelectenerg-6946	243	9	ki	ki	PROPN
fuelectenerg-6946	243	10	,	,	PUNCT
fuelectenerg-6946	243	11	vj	vj	INTJ
fuelectenerg-6946	243	12	>	>	X
fuelectenerg-6946	243	13	and	and	CCONJ
fuelectenerg-6946	243	14	executes	execute	VERB
fuelectenerg-6946	243	15	given	give	VERB
fuelectenerg-6946	243	16	operations	operation	NOUN
fuelectenerg-6946	243	17	on	on	ADP
fuelectenerg-6946	243	18	them	they	PRON
fuelectenerg-6946	243	19	.	.	PUNCT
fuelectenerg-6946	244	1	it	it	PRON
fuelectenerg-6946	244	2	produces	produce	VERB
fuelectenerg-6946	244	3	the	the	DET
fuelectenerg-6946	244	4	intermediate	intermediate	ADJ
fuelectenerg-6946	244	5	results	result	NOUN
fuelectenerg-6946	244	6	also	also	ADV
fuelectenerg-6946	244	7	in	in	ADP
fuelectenerg-6946	244	8	the	the	DET
fuelectenerg-6946	244	9	form	form	NOUN
fuelectenerg-6946	244	10	of	of	ADP
fuelectenerg-6946	244	11	key	key	ADJ
fuelectenerg-6946	244	12	-	-	PUNCT
fuelectenerg-6946	244	13	value	value	NOUN
fuelectenerg-6946	244	14	pairs	pair	NOUN
fuelectenerg-6946	244	15	<	<	X
fuelectenerg-6946	244	16	kn	kn	PROPN
fuelectenerg-6946	244	17	,	,	PUNCT
fuelectenerg-6946	244	18	vm	vm	PROPN
fuelectenerg-6946	244	19	>	>	X
fuelectenerg-6946	244	20	(	(	PUNCT
fuelectenerg-6946	244	21	fig	fig	NOUN
fuelectenerg-6946	244	22	.	.	PUNCT
fuelectenerg-6946	245	1	3	3	NUM
fuelectenerg-6946	245	2	)	)	PUNCT
fuelectenerg-6946	245	3	.	.	PUNCT
fuelectenerg-6946	246	1	those	those	DET
fuelectenerg-6946	246	2	results	result	NOUN
fuelectenerg-6946	246	3	are	be	AUX
fuelectenerg-6946	246	4	then	then	ADV
fuelectenerg-6946	246	5	grouped	group	VERB
fuelectenerg-6946	246	6	in	in	ADP
fuelectenerg-6946	246	7	such	such	ADJ
fuelectenerg-6946	246	8	manner	manner	NOUN
fuelectenerg-6946	246	9	that	that	SCONJ
fuelectenerg-6946	246	10	all	all	DET
fuelectenerg-6946	246	11	pairs	pair	NOUN
fuelectenerg-6946	246	12	having	have	VERB
fuelectenerg-6946	246	13	the	the	DET
fuelectenerg-6946	246	14	same	same	ADJ
fuelectenerg-6946	246	15	key	key	NOUN
fuelectenerg-6946	246	16	are	be	AUX
fuelectenerg-6946	246	17	sent	send	VERB
fuelectenerg-6946	246	18	to	to	ADP
fuelectenerg-6946	246	19	the	the	DET
fuelectenerg-6946	246	20	same	same	ADJ
fuelectenerg-6946	246	21	reducer	reducer	NOUN
fuelectenerg-6946	246	22	.	.	PUNCT
fuelectenerg-6946	247	1	reducer	reducer	NOUN
fuelectenerg-6946	247	2	summarizes	summarize	NOUN
fuelectenerg-6946	247	3	all	all	DET
fuelectenerg-6946	247	4	data	datum	NOUN
fuelectenerg-6946	247	5	with	with	ADP
fuelectenerg-6946	247	6	the	the	DET
fuelectenerg-6946	247	7	same	same	ADJ
fuelectenerg-6946	247	8	key	key	NOUN
fuelectenerg-6946	247	9	in	in	ADP
fuelectenerg-6946	247	10	order	order	NOUN
fuelectenerg-6946	247	11	to	to	PART
fuelectenerg-6946	247	12	get	get	VERB
fuelectenerg-6946	247	13	the	the	DET
fuelectenerg-6946	247	14	final	final	ADJ
fuelectenerg-6946	247	15	result	result	NOUN
fuelectenerg-6946	247	16	(	(	PUNCT
fuelectenerg-6946	247	17	fig	fig	NOUN
fuelectenerg-6946	247	18	.	.	PUNCT
fuelectenerg-6946	248	1	3	3	NUM
fuelectenerg-6946	248	2	)	)	PUNCT
fuelectenerg-6946	248	3	.	.	PUNCT
fuelectenerg-6946	249	1	fig	fig	NOUN
fuelectenerg-6946	249	2	.	.	PUNCT
fuelectenerg-6946	250	1	3	3	NUM
fuelectenerg-6946	250	2	:	:	PUNCT
fuelectenerg-6946	250	3	the	the	DET
fuelectenerg-6946	250	4	mapreduce	mapreduce	NOUN
fuelectenerg-6946	250	5	execution	execution	NOUN
fuelectenerg-6946	250	6	in	in	ADP
fuelectenerg-6946	250	7	order	order	NOUN
fuelectenerg-6946	250	8	to	to	PART
fuelectenerg-6946	250	9	design	design	VERB
fuelectenerg-6946	250	10	an	an	DET
fuelectenerg-6946	250	11	efficient	efficient	ADJ
fuelectenerg-6946	250	12	hadoop	hadoop	NOUN
fuelectenerg-6946	250	13	based	base	VERB
fuelectenerg-6946	250	14	ids	id	NOUN
fuelectenerg-6946	250	15	,	,	PUNCT
fuelectenerg-6946	250	16	due	due	ADP
fuelectenerg-6946	250	17	to	to	ADP
fuelectenerg-6946	250	18	the	the	DET
fuelectenerg-6946	250	19	fixed	fix	VERB
fuelectenerg-6946	250	20	size	size	NOUN
fuelectenerg-6946	250	21	nature	nature	NOUN
fuelectenerg-6946	250	22	of	of	ADP
fuelectenerg-6946	250	23	hdfs	hdfs	PROPN
fuelectenerg-6946	250	24	data	datum	NOUN
fuelectenerg-6946	250	25	blocks	block	NOUN
fuelectenerg-6946	250	26	,	,	PUNCT
fuelectenerg-6946	250	27	in	in	ADP
fuelectenerg-6946	250	28	this	this	DET
fuelectenerg-6946	250	29	paper	paper	NOUN
fuelectenerg-6946	250	30	we	we	PRON
fuelectenerg-6946	250	31	’ll	’ll	AUX
fuelectenerg-6946	250	32	focus	focus	VERB
fuelectenerg-6946	250	33	on	on	ADP
fuelectenerg-6946	250	34	experimenting	experiment	VERB
fuelectenerg-6946	250	35	with	with	ADP
fuelectenerg-6946	250	36	244	244	NUM
fuelectenerg-6946	250	37	v.	v.	ADP
fuelectenerg-6946	250	38	ćirić	ćirić	NOUN
fuelectenerg-6946	250	39	,	,	PUNCT
fuelectenerg-6946	250	40	d.	d.	PROPN
fuelectenerg-6946	250	41	cvetković	cvetković	PROPN
fuelectenerg-6946	250	42	,	,	PUNCT
fuelectenerg-6946	250	43	n.	n.	PROPN
fuelectenerg-6946	250	44	gavrilović	gavrilović	PROPN
fuelectenerg-6946	250	45	,	,	PUNCT
fuelectenerg-6946	250	46	n.	n.	PROPN
fuelectenerg-6946	250	47	stojanović	stojanović	PROPN
fuelectenerg-6946	250	48	,	,	PUNCT
fuelectenerg-6946	250	49	i.	i.	PROPN
fuelectenerg-6946	250	50	milentijević	milentijević	PROPN
fuelectenerg-6946	250	51	input	input	PROPN
fuelectenerg-6946	250	52	splits	split	VERB
fuelectenerg-6946	250	53	design	design	NOUN
fuelectenerg-6946	250	54	techniques	technique	NOUN
fuelectenerg-6946	250	55	for	for	ADP
fuelectenerg-6946	250	56	ids	id	NOUN
fuelectenerg-6946	250	57	on	on	ADP
fuelectenerg-6946	250	58	hadoop	hadoop	NOUN
fuelectenerg-6946	250	59	cluster	cluster	NOUN
fuelectenerg-6946	250	60	245244	245244	NUM
fuelectenerg-6946	250	61	v.	v.	ADP
fuelectenerg-6946	250	62	ćirić	ćirić	PROPN
fuelectenerg-6946	250	63	,	,	PUNCT
fuelectenerg-6946	250	64	d.	d.	PROPN
fuelectenerg-6946	250	65	cvetković	cvetković	PROPN
fuelectenerg-6946	250	66	,	,	PUNCT
fuelectenerg-6946	250	67	n.	n.	PROPN
fuelectenerg-6946	250	68	gavrilović	gavrilović	PROPN
fuelectenerg-6946	250	69	,	,	PUNCT
fuelectenerg-6946	250	70	n.	n.	PROPN
fuelectenerg-6946	250	71	stojanović	stojanović	PROPN
fuelectenerg-6946	250	72	,	,	PUNCT
fuelectenerg-6946	250	73	i.	i.	PROPN
fuelectenerg-6946	250	74	milentijević	milentijević	PROPN
fuelectenerg-6946	250	75	input	input	PROPN
fuelectenerg-6946	250	76	splits	split	VERB
fuelectenerg-6946	250	77	design	design	NOUN
fuelectenerg-6946	250	78	techniques	technique	NOUN
fuelectenerg-6946	250	79	for	for	ADP
fuelectenerg-6946	250	80	ids	id	NOUN
fuelectenerg-6946	250	81	on	on	ADP
fuelectenerg-6946	250	82	hadoop	hadoop	NOUN
fuelectenerg-6946	250	83	cluster	cluster	NOUN
fuelectenerg-6946	250	84	245	245	NUM
fuelectenerg-6946	250	85	6	6	NUM
fuelectenerg-6946	250	86	v.ciric	v.ciric	NOUN
fuelectenerg-6946	250	87	et	et	PROPN
fuelectenerg-6946	250	88	al	al	PROPN
fuelectenerg-6946	250	89	.	.	PROPN
fuelectenerg-6946	251	1	are	be	AUX
fuelectenerg-6946	251	2	no	no	DET
fuelectenerg-6946	251	3	data	data	NOUN
fuelectenerg-6946	251	4	dependencies	dependency	NOUN
fuelectenerg-6946	251	5	between	between	ADP
fuelectenerg-6946	251	6	any	any	DET
fuelectenerg-6946	251	7	given	give	VERB
fuelectenerg-6946	251	8	instance	instance	NOUN
fuelectenerg-6946	251	9	of	of	ADP
fuelectenerg-6946	251	10	the	the	DET
fuelectenerg-6946	251	11	map	map	NOUN
fuelectenerg-6946	251	12	functions	function	NOUN
fuelectenerg-6946	251	13	.	.	PUNCT
fuelectenerg-6946	252	1	the	the	DET
fuelectenerg-6946	252	2	map	map	NOUN
fuelectenerg-6946	252	3	and	and	CCONJ
fuelectenerg-6946	252	4	reduce	reduce	VERB
fuelectenerg-6946	252	5	functions	function	NOUN
fuelectenerg-6946	252	6	are	be	AUX
fuelectenerg-6946	252	7	implemented	implement	VERB
fuelectenerg-6946	252	8	in	in	ADP
fuelectenerg-6946	252	9	hadoop	hadoop	NOUN
fuelectenerg-6946	252	10	as	as	SCONJ
fuelectenerg-6946	252	11	follows	follow	VERB
fuelectenerg-6946	252	12	.	.	PUNCT
fuelectenerg-6946	253	1	before	before	ADP
fuelectenerg-6946	253	2	the	the	DET
fuelectenerg-6946	253	3	beginning	beginning	NOUN
fuelectenerg-6946	253	4	of	of	ADP
fuelectenerg-6946	253	5	execution	execution	NOUN
fuelectenerg-6946	253	6	,	,	PUNCT
fuelectenerg-6946	253	7	the	the	DET
fuelectenerg-6946	253	8	input	input	NOUN
fuelectenerg-6946	253	9	data	data	NOUN
fuelectenerg-6946	253	10	files	file	NOUN
fuelectenerg-6946	253	11	must	must	AUX
fuelectenerg-6946	253	12	be	be	AUX
fuelectenerg-6946	253	13	added	add	VERB
fuelectenerg-6946	253	14	to	to	ADP
fuelectenerg-6946	253	15	the	the	DET
fuelectenerg-6946	253	16	hdfs	hdfs	PROPN
fuelectenerg-6946	253	17	.	.	PUNCT
fuelectenerg-6946	254	1	the	the	DET
fuelectenerg-6946	254	2	beginning	beginning	NOUN
fuelectenerg-6946	254	3	of	of	ADP
fuelectenerg-6946	254	4	the	the	DET
fuelectenerg-6946	254	5	data	datum	NOUN
fuelectenerg-6946	254	6	processing	process	VERB
fuelectenerg-6946	254	7	itself	itself	PRON
fuelectenerg-6946	254	8	is	be	AUX
fuelectenerg-6946	254	9	the	the	DET
fuelectenerg-6946	254	10	determination	determination	NOUN
fuelectenerg-6946	254	11	of	of	ADP
fuelectenerg-6946	254	12	the	the	DET
fuelectenerg-6946	254	13	logical	logical	ADJ
fuelectenerg-6946	254	14	units	unit	NOUN
fuelectenerg-6946	254	15	that	that	PRON
fuelectenerg-6946	254	16	will	will	AUX
fuelectenerg-6946	254	17	be	be	AUX
fuelectenerg-6946	254	18	processed	process	VERB
fuelectenerg-6946	254	19	input	input	NOUN
fuelectenerg-6946	254	20	splits	split	NOUN
fuelectenerg-6946	254	21	.	.	PUNCT
fuelectenerg-6946	255	1	the	the	DET
fuelectenerg-6946	255	2	most	most	ADV
fuelectenerg-6946	255	3	common	common	ADJ
fuelectenerg-6946	255	4	case	case	NOUN
fuelectenerg-6946	255	5	is	be	AUX
fuelectenerg-6946	255	6	that	that	SCONJ
fuelectenerg-6946	255	7	one	one	NUM
fuelectenerg-6946	255	8	input	input	NOUN
fuelectenerg-6946	255	9	split	split	VERB
fuelectenerg-6946	255	10	corresponds	correspond	VERB
fuelectenerg-6946	255	11	to	to	ADP
fuelectenerg-6946	255	12	one	one	NUM
fuelectenerg-6946	255	13	block	block	NOUN
fuelectenerg-6946	255	14	on	on	ADP
fuelectenerg-6946	255	15	hdfs	hdfs	NOUN
fuelectenerg-6946	255	16	,	,	PUNCT
fuelectenerg-6946	255	17	but	but	CCONJ
fuelectenerg-6946	255	18	it	it	PRON
fuelectenerg-6946	255	19	is	be	AUX
fuelectenerg-6946	255	20	not	not	PART
fuelectenerg-6946	255	21	necessary	necessary	ADJ
fuelectenerg-6946	255	22	to	to	PART
fuelectenerg-6946	255	23	be	be	AUX
fuelectenerg-6946	255	24	so	so	ADV
fuelectenerg-6946	255	25	.	.	PUNCT
fuelectenerg-6946	256	1	in	in	ADP
fuelectenerg-6946	256	2	case	case	NOUN
fuelectenerg-6946	256	3	the	the	DET
fuelectenerg-6946	256	4	data	datum	NOUN
fuelectenerg-6946	256	5	requires	require	VERB
fuelectenerg-6946	256	6	it	it	PRON
fuelectenerg-6946	256	7	,	,	PUNCT
fuelectenerg-6946	256	8	the	the	DET
fuelectenerg-6946	256	9	partitioning	partitioning	NOUN
fuelectenerg-6946	256	10	of	of	ADP
fuelectenerg-6946	256	11	data	datum	NOUN
fuelectenerg-6946	256	12	to	to	ADP
fuelectenerg-6946	256	13	input	input	NOUN
fuelectenerg-6946	256	14	splits	split	NOUN
fuelectenerg-6946	256	15	can	can	AUX
fuelectenerg-6946	256	16	be	be	AUX
fuelectenerg-6946	256	17	done	do	VERB
fuelectenerg-6946	256	18	differently	differently	ADV
fuelectenerg-6946	256	19	,	,	PUNCT
fuelectenerg-6946	256	20	through	through	ADP
fuelectenerg-6946	256	21	a	a	DET
fuelectenerg-6946	256	22	special	special	ADJ
fuelectenerg-6946	256	23	implementation	implementation	NOUN
fuelectenerg-6946	256	24	of	of	ADP
fuelectenerg-6946	256	25	the	the	DET
fuelectenerg-6946	256	26	inputformat	inputformat	NOUN
fuelectenerg-6946	256	27	class	class	NOUN
fuelectenerg-6946	256	28	that	that	PRON
fuelectenerg-6946	256	29	will	will	AUX
fuelectenerg-6946	256	30	create	create	VERB
fuelectenerg-6946	256	31	them	they	PRON
fuelectenerg-6946	256	32	[	[	X
fuelectenerg-6946	256	33	14,15	14,15	NUM
fuelectenerg-6946	256	34	]	]	PUNCT
fuelectenerg-6946	256	35	.	.	PUNCT
fuelectenerg-6946	257	1	all	all	DET
fuelectenerg-6946	257	2	input	input	NOUN
fuelectenerg-6946	257	3	and	and	CCONJ
fuelectenerg-6946	257	4	output	output	NOUN
fuelectenerg-6946	257	5	data	datum	NOUN
fuelectenerg-6946	257	6	are	be	AUX
fuelectenerg-6946	257	7	given	give	VERB
fuelectenerg-6946	257	8	in	in	ADP
fuelectenerg-6946	257	9	key	key	ADJ
fuelectenerg-6946	257	10	-	-	PUNCT
fuelectenerg-6946	257	11	value	value	NOUN
fuelectenerg-6946	257	12	pairs	pair	NOUN
fuelectenerg-6946	257	13	<	<	X
fuelectenerg-6946	257	14	k	k	X
fuelectenerg-6946	257	15	,	,	PUNCT
fuelectenerg-6946	257	16	v	v	X
fuelectenerg-6946	257	17	>	>	X
fuelectenerg-6946	257	18	.	.	PUNCT
fuelectenerg-6946	258	1	the	the	DET
fuelectenerg-6946	258	2	default	default	NOUN
fuelectenerg-6946	258	3	behavior	behavior	NOUN
fuelectenerg-6946	258	4	is	be	AUX
fuelectenerg-6946	258	5	to	to	PART
fuelectenerg-6946	258	6	use	use	VERB
fuelectenerg-6946	258	7	textinputformat	textinputformat	NOUN
fuelectenerg-6946	258	8	,	,	PUNCT
fuelectenerg-6946	258	9	where	where	SCONJ
fuelectenerg-6946	258	10	the	the	DET
fuelectenerg-6946	258	11	key	key	NOUN
fuelectenerg-6946	258	12	is	be	AUX
fuelectenerg-6946	258	13	an	an	DET
fuelectenerg-6946	258	14	offset	offset	NOUN
fuelectenerg-6946	258	15	in	in	ADP
fuelectenerg-6946	258	16	bytes	byte	NOUN
fuelectenerg-6946	258	17	from	from	ADP
fuelectenerg-6946	258	18	the	the	DET
fuelectenerg-6946	258	19	beginning	beginning	NOUN
fuelectenerg-6946	258	20	of	of	ADP
fuelectenerg-6946	258	21	file	file	NOUN
fuelectenerg-6946	258	22	,	,	PUNCT
fuelectenerg-6946	258	23	and	and	CCONJ
fuelectenerg-6946	258	24	the	the	DET
fuelectenerg-6946	258	25	value	value	NOUN
fuelectenerg-6946	258	26	is	be	AUX
fuelectenerg-6946	258	27	the	the	DET
fuelectenerg-6946	258	28	content	content	NOUN
fuelectenerg-6946	258	29	of	of	ADP
fuelectenerg-6946	258	30	one	one	NUM
fuelectenerg-6946	258	31	line	line	NOUN
fuelectenerg-6946	258	32	of	of	ADP
fuelectenerg-6946	258	33	the	the	DET
fuelectenerg-6946	258	34	file	file	NOUN
fuelectenerg-6946	258	35	.	.	PUNCT
fuelectenerg-6946	259	1	the	the	DET
fuelectenerg-6946	259	2	binary	binary	ADJ
fuelectenerg-6946	259	3	files	file	NOUN
fuelectenerg-6946	259	4	can	can	AUX
fuelectenerg-6946	259	5	be	be	AUX
fuelectenerg-6946	259	6	used	use	VERB
fuelectenerg-6946	259	7	as	as	ADV
fuelectenerg-6946	259	8	well	well	ADV
fuelectenerg-6946	259	9	.	.	PUNCT
fuelectenerg-6946	260	1	one	one	NUM
fuelectenerg-6946	260	2	map	map	NOUN
fuelectenerg-6946	260	3	task	task	NOUN
fuelectenerg-6946	260	4	processes	process	VERB
fuelectenerg-6946	260	5	one	one	NUM
fuelectenerg-6946	260	6	input	input	NOUN
fuelectenerg-6946	260	7	split	split	NOUN
fuelectenerg-6946	260	8	(	(	PUNCT
fuelectenerg-6946	260	9	fig	fig	NOUN
fuelectenerg-6946	260	10	.	.	PUNCT
fuelectenerg-6946	261	1	3	3	NUM
fuelectenerg-6946	261	2	)	)	PUNCT
fuelectenerg-6946	261	3	.	.	PUNCT
fuelectenerg-6946	262	1	each	each	DET
fuelectenerg-6946	262	2	input	input	NOUN
fuelectenerg-6946	262	3	split	split	NOUN
fuelectenerg-6946	262	4	is	be	AUX
fuelectenerg-6946	262	5	divided	divide	VERB
fuelectenerg-6946	262	6	into	into	ADP
fuelectenerg-6946	262	7	records	record	NOUN
fuelectenerg-6946	262	8	,	,	PUNCT
fuelectenerg-6946	262	9	which	which	PRON
fuelectenerg-6946	262	10	are	be	AUX
fuelectenerg-6946	262	11	represented	represent	VERB
fuelectenerg-6946	262	12	as	as	ADP
fuelectenerg-6946	262	13	key	key	ADJ
fuelectenerg-6946	262	14	-	-	PUNCT
fuelectenerg-6946	262	15	value	value	NOUN
fuelectenerg-6946	262	16	pairs	pair	NOUN
fuelectenerg-6946	262	17	<	<	X
fuelectenerg-6946	262	18	ki	ki	PROPN
fuelectenerg-6946	262	19	,	,	PUNCT
fuelectenerg-6946	262	20	vj	vj	INTJ
fuelectenerg-6946	262	21	>	>	X
fuelectenerg-6946	262	22	.	.	PUNCT
fuelectenerg-6946	263	1	each	each	DET
fuelectenerg-6946	263	2	pair	pair	NOUN
fuelectenerg-6946	263	3	is	be	AUX
fuelectenerg-6946	263	4	processed	process	VERB
fuelectenerg-6946	263	5	by	by	ADP
fuelectenerg-6946	263	6	a	a	DET
fuelectenerg-6946	263	7	map	map	NOUN
fuelectenerg-6946	263	8	task	task	NOUN
fuelectenerg-6946	263	9	with	with	ADP
fuelectenerg-6946	263	10	one	one	NUM
fuelectenerg-6946	263	11	call	call	NOUN
fuelectenerg-6946	263	12	of	of	ADP
fuelectenerg-6946	263	13	the	the	DET
fuelectenerg-6946	263	14	map	map	NOUN
fuelectenerg-6946	263	15	function	function	NOUN
fuelectenerg-6946	263	16	.	.	PUNCT
fuelectenerg-6946	264	1	the	the	DET
fuelectenerg-6946	264	2	map	map	NOUN
fuelectenerg-6946	264	3	function	function	NOUN
fuelectenerg-6946	264	4	takes	take	VERB
fuelectenerg-6946	264	5	one	one	NUM
fuelectenerg-6946	264	6	keyvalue	keyvalue	NOUN
fuelectenerg-6946	264	7	pair	pair	NOUN
fuelectenerg-6946	264	8	<	<	X
fuelectenerg-6946	264	9	ki	ki	PROPN
fuelectenerg-6946	264	10	,	,	PUNCT
fuelectenerg-6946	264	11	vj	vj	INTJ
fuelectenerg-6946	264	12	>	>	X
fuelectenerg-6946	264	13	and	and	CCONJ
fuelectenerg-6946	264	14	executes	execute	VERB
fuelectenerg-6946	264	15	given	give	VERB
fuelectenerg-6946	264	16	operations	operation	NOUN
fuelectenerg-6946	264	17	on	on	ADP
fuelectenerg-6946	264	18	them	they	PRON
fuelectenerg-6946	264	19	.	.	PUNCT
fuelectenerg-6946	265	1	it	it	PRON
fuelectenerg-6946	265	2	produces	produce	VERB
fuelectenerg-6946	265	3	the	the	DET
fuelectenerg-6946	265	4	intermediate	intermediate	ADJ
fuelectenerg-6946	265	5	results	result	NOUN
fuelectenerg-6946	265	6	also	also	ADV
fuelectenerg-6946	265	7	in	in	ADP
fuelectenerg-6946	265	8	the	the	DET
fuelectenerg-6946	265	9	form	form	NOUN
fuelectenerg-6946	265	10	of	of	ADP
fuelectenerg-6946	265	11	key	key	ADJ
fuelectenerg-6946	265	12	-	-	PUNCT
fuelectenerg-6946	265	13	value	value	NOUN
fuelectenerg-6946	265	14	pairs	pair	NOUN
fuelectenerg-6946	265	15	<	<	X
fuelectenerg-6946	265	16	kn	kn	PROPN
fuelectenerg-6946	265	17	,	,	PUNCT
fuelectenerg-6946	265	18	vm	vm	PROPN
fuelectenerg-6946	265	19	>	>	X
fuelectenerg-6946	265	20	(	(	PUNCT
fuelectenerg-6946	265	21	fig	fig	NOUN
fuelectenerg-6946	265	22	.	.	PUNCT
fuelectenerg-6946	266	1	3	3	NUM
fuelectenerg-6946	266	2	)	)	PUNCT
fuelectenerg-6946	266	3	.	.	PUNCT
fuelectenerg-6946	267	1	those	those	DET
fuelectenerg-6946	267	2	results	result	NOUN
fuelectenerg-6946	267	3	are	be	AUX
fuelectenerg-6946	267	4	then	then	ADV
fuelectenerg-6946	267	5	grouped	group	VERB
fuelectenerg-6946	267	6	in	in	ADP
fuelectenerg-6946	267	7	such	such	ADJ
fuelectenerg-6946	267	8	manner	manner	NOUN
fuelectenerg-6946	267	9	that	that	SCONJ
fuelectenerg-6946	267	10	all	all	DET
fuelectenerg-6946	267	11	pairs	pair	NOUN
fuelectenerg-6946	267	12	having	have	VERB
fuelectenerg-6946	267	13	the	the	DET
fuelectenerg-6946	267	14	same	same	ADJ
fuelectenerg-6946	267	15	key	key	NOUN
fuelectenerg-6946	267	16	are	be	AUX
fuelectenerg-6946	267	17	sent	send	VERB
fuelectenerg-6946	267	18	to	to	ADP
fuelectenerg-6946	267	19	the	the	DET
fuelectenerg-6946	267	20	same	same	ADJ
fuelectenerg-6946	267	21	reducer	reducer	NOUN
fuelectenerg-6946	267	22	.	.	PUNCT
fuelectenerg-6946	268	1	reducer	reducer	NOUN
fuelectenerg-6946	268	2	summarizes	summarize	NOUN
fuelectenerg-6946	268	3	all	all	DET
fuelectenerg-6946	268	4	data	datum	NOUN
fuelectenerg-6946	268	5	with	with	ADP
fuelectenerg-6946	268	6	the	the	DET
fuelectenerg-6946	268	7	same	same	ADJ
fuelectenerg-6946	268	8	key	key	NOUN
fuelectenerg-6946	268	9	in	in	ADP
fuelectenerg-6946	268	10	order	order	NOUN
fuelectenerg-6946	268	11	to	to	PART
fuelectenerg-6946	268	12	get	get	VERB
fuelectenerg-6946	268	13	the	the	DET
fuelectenerg-6946	268	14	final	final	ADJ
fuelectenerg-6946	268	15	result	result	NOUN
fuelectenerg-6946	268	16	(	(	PUNCT
fuelectenerg-6946	268	17	fig	fig	NOUN
fuelectenerg-6946	268	18	.	.	PUNCT
fuelectenerg-6946	269	1	3	3	NUM
fuelectenerg-6946	269	2	)	)	PUNCT
fuelectenerg-6946	269	3	.	.	PUNCT
fuelectenerg-6946	270	1	fig	fig	NOUN
fuelectenerg-6946	270	2	.	.	PUNCT
fuelectenerg-6946	271	1	3	3	NUM
fuelectenerg-6946	271	2	:	:	PUNCT
fuelectenerg-6946	271	3	the	the	DET
fuelectenerg-6946	271	4	mapreduce	mapreduce	NOUN
fuelectenerg-6946	271	5	execution	execution	NOUN
fuelectenerg-6946	271	6	in	in	ADP
fuelectenerg-6946	271	7	order	order	NOUN
fuelectenerg-6946	271	8	to	to	PART
fuelectenerg-6946	271	9	design	design	VERB
fuelectenerg-6946	271	10	an	an	DET
fuelectenerg-6946	271	11	efficient	efficient	ADJ
fuelectenerg-6946	271	12	hadoop	hadoop	NOUN
fuelectenerg-6946	271	13	based	base	VERB
fuelectenerg-6946	271	14	ids	id	NOUN
fuelectenerg-6946	271	15	,	,	PUNCT
fuelectenerg-6946	271	16	due	due	ADP
fuelectenerg-6946	271	17	to	to	ADP
fuelectenerg-6946	271	18	the	the	DET
fuelectenerg-6946	271	19	fixed	fix	VERB
fuelectenerg-6946	271	20	size	size	NOUN
fuelectenerg-6946	271	21	nature	nature	NOUN
fuelectenerg-6946	271	22	of	of	ADP
fuelectenerg-6946	271	23	hdfs	hdfs	PROPN
fuelectenerg-6946	271	24	data	datum	NOUN
fuelectenerg-6946	271	25	blocks	block	NOUN
fuelectenerg-6946	271	26	,	,	PUNCT
fuelectenerg-6946	271	27	in	in	ADP
fuelectenerg-6946	271	28	this	this	DET
fuelectenerg-6946	271	29	paper	paper	NOUN
fuelectenerg-6946	271	30	we	we	PRON
fuelectenerg-6946	271	31	’ll	’ll	AUX
fuelectenerg-6946	271	32	focus	focus	VERB
fuelectenerg-6946	271	33	on	on	ADP
fuelectenerg-6946	271	34	experimenting	experiment	VERB
fuelectenerg-6946	271	35	with	with	ADP
fuelectenerg-6946	271	36	244	244	NUM
fuelectenerg-6946	271	37	v.	v.	ADP
fuelectenerg-6946	271	38	ćirić	ćirić	NOUN
fuelectenerg-6946	271	39	,	,	PUNCT
fuelectenerg-6946	271	40	d.	d.	PROPN
fuelectenerg-6946	271	41	cvetković	cvetković	PROPN
fuelectenerg-6946	271	42	,	,	PUNCT
fuelectenerg-6946	271	43	n.	n.	PROPN
fuelectenerg-6946	271	44	gavrilović	gavrilović	PROPN
fuelectenerg-6946	271	45	,	,	PUNCT
fuelectenerg-6946	271	46	n.	n.	PROPN
fuelectenerg-6946	271	47	stojanović	stojanović	PROPN
fuelectenerg-6946	271	48	,	,	PUNCT
fuelectenerg-6946	271	49	i.	i.	PROPN
fuelectenerg-6946	271	50	milentijević	milentijević	PROPN
fuelectenerg-6946	271	51	input	input	PROPN
fuelectenerg-6946	271	52	splits	split	VERB
fuelectenerg-6946	271	53	design	design	NOUN
fuelectenerg-6946	271	54	techniques	technique	NOUN
fuelectenerg-6946	271	55	for	for	ADP
fuelectenerg-6946	271	56	ids	id	NOUN
fuelectenerg-6946	271	57	on	on	ADP
fuelectenerg-6946	271	58	hadoop	hadoop	NOUN
fuelectenerg-6946	271	59	cluster	cluster	NOUN
fuelectenerg-6946	271	60	245	245	NUM
fuelectenerg-6946	271	61	6	6	NUM
fuelectenerg-6946	271	62	v.ciric	v.ciric	NOUN
fuelectenerg-6946	271	63	et	et	PROPN
fuelectenerg-6946	271	64	al	al	PROPN
fuelectenerg-6946	271	65	.	.	PROPN
fuelectenerg-6946	272	1	are	be	AUX
fuelectenerg-6946	272	2	no	no	DET
fuelectenerg-6946	272	3	data	data	NOUN
fuelectenerg-6946	272	4	dependencies	dependency	NOUN
fuelectenerg-6946	272	5	between	between	ADP
fuelectenerg-6946	272	6	any	any	DET
fuelectenerg-6946	272	7	given	give	VERB
fuelectenerg-6946	272	8	instance	instance	NOUN
fuelectenerg-6946	272	9	of	of	ADP
fuelectenerg-6946	272	10	the	the	DET
fuelectenerg-6946	272	11	map	map	NOUN
fuelectenerg-6946	272	12	functions	function	NOUN
fuelectenerg-6946	272	13	.	.	PUNCT
fuelectenerg-6946	273	1	the	the	DET
fuelectenerg-6946	273	2	map	map	NOUN
fuelectenerg-6946	273	3	and	and	CCONJ
fuelectenerg-6946	273	4	reduce	reduce	VERB
fuelectenerg-6946	273	5	functions	function	NOUN
fuelectenerg-6946	273	6	are	be	AUX
fuelectenerg-6946	273	7	implemented	implement	VERB
fuelectenerg-6946	273	8	in	in	ADP
fuelectenerg-6946	273	9	hadoop	hadoop	NOUN
fuelectenerg-6946	273	10	as	as	SCONJ
fuelectenerg-6946	273	11	follows	follow	VERB
fuelectenerg-6946	273	12	.	.	PUNCT
fuelectenerg-6946	274	1	before	before	ADP
fuelectenerg-6946	274	2	the	the	DET
fuelectenerg-6946	274	3	beginning	beginning	NOUN
fuelectenerg-6946	274	4	of	of	ADP
fuelectenerg-6946	274	5	execution	execution	NOUN
fuelectenerg-6946	274	6	,	,	PUNCT
fuelectenerg-6946	274	7	the	the	DET
fuelectenerg-6946	274	8	input	input	NOUN
fuelectenerg-6946	274	9	data	data	NOUN
fuelectenerg-6946	274	10	files	file	NOUN
fuelectenerg-6946	274	11	must	must	AUX
fuelectenerg-6946	274	12	be	be	AUX
fuelectenerg-6946	274	13	added	add	VERB
fuelectenerg-6946	274	14	to	to	ADP
fuelectenerg-6946	274	15	the	the	DET
fuelectenerg-6946	274	16	hdfs	hdfs	PROPN
fuelectenerg-6946	274	17	.	.	PUNCT
fuelectenerg-6946	275	1	the	the	DET
fuelectenerg-6946	275	2	beginning	beginning	NOUN
fuelectenerg-6946	275	3	of	of	ADP
fuelectenerg-6946	275	4	the	the	DET
fuelectenerg-6946	275	5	data	datum	NOUN
fuelectenerg-6946	275	6	processing	process	VERB
fuelectenerg-6946	275	7	itself	itself	PRON
fuelectenerg-6946	275	8	is	be	AUX
fuelectenerg-6946	275	9	the	the	DET
fuelectenerg-6946	275	10	determination	determination	NOUN
fuelectenerg-6946	275	11	of	of	ADP
fuelectenerg-6946	275	12	the	the	DET
fuelectenerg-6946	275	13	logical	logical	ADJ
fuelectenerg-6946	275	14	units	unit	NOUN
fuelectenerg-6946	275	15	that	that	PRON
fuelectenerg-6946	275	16	will	will	AUX
fuelectenerg-6946	275	17	be	be	AUX
fuelectenerg-6946	275	18	processed	process	VERB
fuelectenerg-6946	275	19	input	input	NOUN
fuelectenerg-6946	275	20	splits	split	NOUN
fuelectenerg-6946	275	21	.	.	PUNCT
fuelectenerg-6946	276	1	the	the	DET
fuelectenerg-6946	276	2	most	most	ADV
fuelectenerg-6946	276	3	common	common	ADJ
fuelectenerg-6946	276	4	case	case	NOUN
fuelectenerg-6946	276	5	is	be	AUX
fuelectenerg-6946	276	6	that	that	SCONJ
fuelectenerg-6946	276	7	one	one	NUM
fuelectenerg-6946	276	8	input	input	NOUN
fuelectenerg-6946	276	9	split	split	VERB
fuelectenerg-6946	276	10	corresponds	correspond	VERB
fuelectenerg-6946	276	11	to	to	ADP
fuelectenerg-6946	276	12	one	one	NUM
fuelectenerg-6946	276	13	block	block	NOUN
fuelectenerg-6946	276	14	on	on	ADP
fuelectenerg-6946	276	15	hdfs	hdfs	NOUN
fuelectenerg-6946	276	16	,	,	PUNCT
fuelectenerg-6946	276	17	but	but	CCONJ
fuelectenerg-6946	276	18	it	it	PRON
fuelectenerg-6946	276	19	is	be	AUX
fuelectenerg-6946	276	20	not	not	PART
fuelectenerg-6946	276	21	necessary	necessary	ADJ
fuelectenerg-6946	276	22	to	to	PART
fuelectenerg-6946	276	23	be	be	AUX
fuelectenerg-6946	276	24	so	so	ADV
fuelectenerg-6946	276	25	.	.	PUNCT
fuelectenerg-6946	277	1	in	in	ADP
fuelectenerg-6946	277	2	case	case	NOUN
fuelectenerg-6946	277	3	the	the	DET
fuelectenerg-6946	277	4	data	datum	NOUN
fuelectenerg-6946	277	5	requires	require	VERB
fuelectenerg-6946	277	6	it	it	PRON
fuelectenerg-6946	277	7	,	,	PUNCT
fuelectenerg-6946	277	8	the	the	DET
fuelectenerg-6946	277	9	partitioning	partitioning	NOUN
fuelectenerg-6946	277	10	of	of	ADP
fuelectenerg-6946	277	11	data	datum	NOUN
fuelectenerg-6946	277	12	to	to	ADP
fuelectenerg-6946	277	13	input	input	NOUN
fuelectenerg-6946	277	14	splits	split	NOUN
fuelectenerg-6946	277	15	can	can	AUX
fuelectenerg-6946	277	16	be	be	AUX
fuelectenerg-6946	277	17	done	do	VERB
fuelectenerg-6946	277	18	differently	differently	ADV
fuelectenerg-6946	277	19	,	,	PUNCT
fuelectenerg-6946	277	20	through	through	ADP
fuelectenerg-6946	277	21	a	a	DET
fuelectenerg-6946	277	22	special	special	ADJ
fuelectenerg-6946	277	23	implementation	implementation	NOUN
fuelectenerg-6946	277	24	of	of	ADP
fuelectenerg-6946	277	25	the	the	DET
fuelectenerg-6946	277	26	inputformat	inputformat	NOUN
fuelectenerg-6946	277	27	class	class	NOUN
fuelectenerg-6946	277	28	that	that	PRON
fuelectenerg-6946	277	29	will	will	AUX
fuelectenerg-6946	277	30	create	create	VERB
fuelectenerg-6946	277	31	them	they	PRON
fuelectenerg-6946	277	32	[	[	X
fuelectenerg-6946	277	33	14,15	14,15	NUM
fuelectenerg-6946	277	34	]	]	PUNCT
fuelectenerg-6946	277	35	.	.	PUNCT
fuelectenerg-6946	278	1	all	all	DET
fuelectenerg-6946	278	2	input	input	NOUN
fuelectenerg-6946	278	3	and	and	CCONJ
fuelectenerg-6946	278	4	output	output	NOUN
fuelectenerg-6946	278	5	data	datum	NOUN
fuelectenerg-6946	278	6	are	be	AUX
fuelectenerg-6946	278	7	given	give	VERB
fuelectenerg-6946	278	8	in	in	ADP
fuelectenerg-6946	278	9	key	key	ADJ
fuelectenerg-6946	278	10	-	-	PUNCT
fuelectenerg-6946	278	11	value	value	NOUN
fuelectenerg-6946	278	12	pairs	pair	NOUN
fuelectenerg-6946	278	13	<	<	X
fuelectenerg-6946	278	14	k	k	X
fuelectenerg-6946	278	15	,	,	PUNCT
fuelectenerg-6946	278	16	v	v	X
fuelectenerg-6946	278	17	>	>	X
fuelectenerg-6946	278	18	.	.	PUNCT
fuelectenerg-6946	279	1	the	the	DET
fuelectenerg-6946	279	2	default	default	NOUN
fuelectenerg-6946	279	3	behavior	behavior	NOUN
fuelectenerg-6946	279	4	is	be	AUX
fuelectenerg-6946	279	5	to	to	PART
fuelectenerg-6946	279	6	use	use	VERB
fuelectenerg-6946	279	7	textinputformat	textinputformat	NOUN
fuelectenerg-6946	279	8	,	,	PUNCT
fuelectenerg-6946	279	9	where	where	SCONJ
fuelectenerg-6946	279	10	the	the	DET
fuelectenerg-6946	279	11	key	key	NOUN
fuelectenerg-6946	279	12	is	be	AUX
fuelectenerg-6946	279	13	an	an	DET
fuelectenerg-6946	279	14	offset	offset	NOUN
fuelectenerg-6946	279	15	in	in	ADP
fuelectenerg-6946	279	16	bytes	byte	NOUN
fuelectenerg-6946	279	17	from	from	ADP
fuelectenerg-6946	279	18	the	the	DET
fuelectenerg-6946	279	19	beginning	beginning	NOUN
fuelectenerg-6946	279	20	of	of	ADP
fuelectenerg-6946	279	21	file	file	NOUN
fuelectenerg-6946	279	22	,	,	PUNCT
fuelectenerg-6946	279	23	and	and	CCONJ
fuelectenerg-6946	279	24	the	the	DET
fuelectenerg-6946	279	25	value	value	NOUN
fuelectenerg-6946	279	26	is	be	AUX
fuelectenerg-6946	279	27	the	the	DET
fuelectenerg-6946	279	28	content	content	NOUN
fuelectenerg-6946	279	29	of	of	ADP
fuelectenerg-6946	279	30	one	one	NUM
fuelectenerg-6946	279	31	line	line	NOUN
fuelectenerg-6946	279	32	of	of	ADP
fuelectenerg-6946	279	33	the	the	DET
fuelectenerg-6946	279	34	file	file	NOUN
fuelectenerg-6946	279	35	.	.	PUNCT
fuelectenerg-6946	280	1	the	the	DET
fuelectenerg-6946	280	2	binary	binary	ADJ
fuelectenerg-6946	280	3	files	file	NOUN
fuelectenerg-6946	280	4	can	can	AUX
fuelectenerg-6946	280	5	be	be	AUX
fuelectenerg-6946	280	6	used	use	VERB
fuelectenerg-6946	280	7	as	as	ADV
fuelectenerg-6946	280	8	well	well	ADV
fuelectenerg-6946	280	9	.	.	PUNCT
fuelectenerg-6946	281	1	one	one	NUM
fuelectenerg-6946	281	2	map	map	NOUN
fuelectenerg-6946	281	3	task	task	NOUN
fuelectenerg-6946	281	4	processes	process	VERB
fuelectenerg-6946	281	5	one	one	NUM
fuelectenerg-6946	281	6	input	input	NOUN
fuelectenerg-6946	281	7	split	split	NOUN
fuelectenerg-6946	281	8	(	(	PUNCT
fuelectenerg-6946	281	9	fig	fig	NOUN
fuelectenerg-6946	281	10	.	.	PUNCT
fuelectenerg-6946	282	1	3	3	NUM
fuelectenerg-6946	282	2	)	)	PUNCT
fuelectenerg-6946	282	3	.	.	PUNCT
fuelectenerg-6946	283	1	each	each	DET
fuelectenerg-6946	283	2	input	input	NOUN
fuelectenerg-6946	283	3	split	split	NOUN
fuelectenerg-6946	283	4	is	be	AUX
fuelectenerg-6946	283	5	divided	divide	VERB
fuelectenerg-6946	283	6	into	into	ADP
fuelectenerg-6946	283	7	records	record	NOUN
fuelectenerg-6946	283	8	,	,	PUNCT
fuelectenerg-6946	283	9	which	which	PRON
fuelectenerg-6946	283	10	are	be	AUX
fuelectenerg-6946	283	11	represented	represent	VERB
fuelectenerg-6946	283	12	as	as	ADP
fuelectenerg-6946	283	13	key	key	ADJ
fuelectenerg-6946	283	14	-	-	PUNCT
fuelectenerg-6946	283	15	value	value	NOUN
fuelectenerg-6946	283	16	pairs	pair	NOUN
fuelectenerg-6946	283	17	<	<	X
fuelectenerg-6946	283	18	ki	ki	PROPN
fuelectenerg-6946	283	19	,	,	PUNCT
fuelectenerg-6946	283	20	vj	vj	INTJ
fuelectenerg-6946	283	21	>	>	X
fuelectenerg-6946	283	22	.	.	PUNCT
fuelectenerg-6946	284	1	each	each	DET
fuelectenerg-6946	284	2	pair	pair	NOUN
fuelectenerg-6946	284	3	is	be	AUX
fuelectenerg-6946	284	4	processed	process	VERB
fuelectenerg-6946	284	5	by	by	ADP
fuelectenerg-6946	284	6	a	a	DET
fuelectenerg-6946	284	7	map	map	NOUN
fuelectenerg-6946	284	8	task	task	NOUN
fuelectenerg-6946	284	9	with	with	ADP
fuelectenerg-6946	284	10	one	one	NUM
fuelectenerg-6946	284	11	call	call	NOUN
fuelectenerg-6946	284	12	of	of	ADP
fuelectenerg-6946	284	13	the	the	DET
fuelectenerg-6946	284	14	map	map	NOUN
fuelectenerg-6946	284	15	function	function	NOUN
fuelectenerg-6946	284	16	.	.	PUNCT
fuelectenerg-6946	285	1	the	the	DET
fuelectenerg-6946	285	2	map	map	NOUN
fuelectenerg-6946	285	3	function	function	NOUN
fuelectenerg-6946	285	4	takes	take	VERB
fuelectenerg-6946	285	5	one	one	NUM
fuelectenerg-6946	285	6	keyvalue	keyvalue	NOUN
fuelectenerg-6946	285	7	pair	pair	NOUN
fuelectenerg-6946	285	8	<	<	X
fuelectenerg-6946	285	9	ki	ki	PROPN
fuelectenerg-6946	285	10	,	,	PUNCT
fuelectenerg-6946	285	11	vj	vj	INTJ
fuelectenerg-6946	285	12	>	>	X
fuelectenerg-6946	285	13	and	and	CCONJ
fuelectenerg-6946	285	14	executes	execute	VERB
fuelectenerg-6946	285	15	given	give	VERB
fuelectenerg-6946	285	16	operations	operation	NOUN
fuelectenerg-6946	285	17	on	on	ADP
fuelectenerg-6946	285	18	them	they	PRON
fuelectenerg-6946	285	19	.	.	PUNCT
fuelectenerg-6946	286	1	it	it	PRON
fuelectenerg-6946	286	2	produces	produce	VERB
fuelectenerg-6946	286	3	the	the	DET
fuelectenerg-6946	286	4	intermediate	intermediate	ADJ
fuelectenerg-6946	286	5	results	result	NOUN
fuelectenerg-6946	286	6	also	also	ADV
fuelectenerg-6946	286	7	in	in	ADP
fuelectenerg-6946	286	8	the	the	DET
fuelectenerg-6946	286	9	form	form	NOUN
fuelectenerg-6946	286	10	of	of	ADP
fuelectenerg-6946	286	11	key	key	ADJ
fuelectenerg-6946	286	12	-	-	PUNCT
fuelectenerg-6946	286	13	value	value	NOUN
fuelectenerg-6946	286	14	pairs	pair	NOUN
fuelectenerg-6946	286	15	<	<	X
fuelectenerg-6946	286	16	kn	kn	PROPN
fuelectenerg-6946	286	17	,	,	PUNCT
fuelectenerg-6946	286	18	vm	vm	PROPN
fuelectenerg-6946	286	19	>	>	X
fuelectenerg-6946	286	20	(	(	PUNCT
fuelectenerg-6946	286	21	fig	fig	NOUN
fuelectenerg-6946	286	22	.	.	PUNCT
fuelectenerg-6946	287	1	3	3	NUM
fuelectenerg-6946	287	2	)	)	PUNCT
fuelectenerg-6946	287	3	.	.	PUNCT
fuelectenerg-6946	288	1	those	those	DET
fuelectenerg-6946	288	2	results	result	NOUN
fuelectenerg-6946	288	3	are	be	AUX
fuelectenerg-6946	288	4	then	then	ADV
fuelectenerg-6946	288	5	grouped	group	VERB
fuelectenerg-6946	288	6	in	in	ADP
fuelectenerg-6946	288	7	such	such	ADJ
fuelectenerg-6946	288	8	manner	manner	NOUN
fuelectenerg-6946	288	9	that	that	SCONJ
fuelectenerg-6946	288	10	all	all	DET
fuelectenerg-6946	288	11	pairs	pair	NOUN
fuelectenerg-6946	288	12	having	have	VERB
fuelectenerg-6946	288	13	the	the	DET
fuelectenerg-6946	288	14	same	same	ADJ
fuelectenerg-6946	288	15	key	key	NOUN
fuelectenerg-6946	288	16	are	be	AUX
fuelectenerg-6946	288	17	sent	send	VERB
fuelectenerg-6946	288	18	to	to	ADP
fuelectenerg-6946	288	19	the	the	DET
fuelectenerg-6946	288	20	same	same	ADJ
fuelectenerg-6946	288	21	reducer	reducer	NOUN
fuelectenerg-6946	288	22	.	.	PUNCT
fuelectenerg-6946	289	1	reducer	reducer	NOUN
fuelectenerg-6946	289	2	summarizes	summarize	NOUN
fuelectenerg-6946	289	3	all	all	DET
fuelectenerg-6946	289	4	data	datum	NOUN
fuelectenerg-6946	289	5	with	with	ADP
fuelectenerg-6946	289	6	the	the	DET
fuelectenerg-6946	289	7	same	same	ADJ
fuelectenerg-6946	289	8	key	key	NOUN
fuelectenerg-6946	289	9	in	in	ADP
fuelectenerg-6946	289	10	order	order	NOUN
fuelectenerg-6946	289	11	to	to	PART
fuelectenerg-6946	289	12	get	get	VERB
fuelectenerg-6946	289	13	the	the	DET
fuelectenerg-6946	289	14	final	final	ADJ
fuelectenerg-6946	289	15	result	result	NOUN
fuelectenerg-6946	289	16	(	(	PUNCT
fuelectenerg-6946	289	17	fig	fig	NOUN
fuelectenerg-6946	289	18	.	.	PUNCT
fuelectenerg-6946	290	1	3	3	NUM
fuelectenerg-6946	290	2	)	)	PUNCT
fuelectenerg-6946	290	3	.	.	PUNCT
fuelectenerg-6946	291	1	fig	fig	NOUN
fuelectenerg-6946	291	2	.	.	PUNCT
fuelectenerg-6946	292	1	3	3	NUM
fuelectenerg-6946	292	2	:	:	PUNCT
fuelectenerg-6946	292	3	the	the	DET
fuelectenerg-6946	292	4	mapreduce	mapreduce	NOUN
fuelectenerg-6946	292	5	execution	execution	NOUN
fuelectenerg-6946	292	6	in	in	ADP
fuelectenerg-6946	292	7	order	order	NOUN
fuelectenerg-6946	292	8	to	to	PART
fuelectenerg-6946	292	9	design	design	VERB
fuelectenerg-6946	292	10	an	an	DET
fuelectenerg-6946	292	11	efficient	efficient	ADJ
fuelectenerg-6946	292	12	hadoop	hadoop	NOUN
fuelectenerg-6946	292	13	based	base	VERB
fuelectenerg-6946	292	14	ids	id	NOUN
fuelectenerg-6946	292	15	,	,	PUNCT
fuelectenerg-6946	292	16	due	due	ADP
fuelectenerg-6946	292	17	to	to	ADP
fuelectenerg-6946	292	18	the	the	DET
fuelectenerg-6946	292	19	fixed	fix	VERB
fuelectenerg-6946	292	20	size	size	NOUN
fuelectenerg-6946	292	21	nature	nature	NOUN
fuelectenerg-6946	292	22	of	of	ADP
fuelectenerg-6946	292	23	hdfs	hdfs	PROPN
fuelectenerg-6946	292	24	data	datum	NOUN
fuelectenerg-6946	292	25	blocks	block	NOUN
fuelectenerg-6946	292	26	,	,	PUNCT
fuelectenerg-6946	292	27	in	in	ADP
fuelectenerg-6946	292	28	this	this	DET
fuelectenerg-6946	292	29	paper	paper	NOUN
fuelectenerg-6946	292	30	we	we	PRON
fuelectenerg-6946	292	31	’ll	’ll	AUX
fuelectenerg-6946	292	32	focus	focus	VERB
fuelectenerg-6946	292	33	on	on	ADP
fuelectenerg-6946	292	34	experimenting	experiment	VERB
fuelectenerg-6946	292	35	with	with	ADP
fuelectenerg-6946	292	36	input	input	NOUN
fuelectenerg-6946	292	37	splits	split	VERB
fuelectenerg-6946	292	38	design	design	NOUN
fuelectenerg-6946	292	39	techniques	technique	NOUN
fuelectenerg-6946	292	40	for	for	ADP
fuelectenerg-6946	292	41	ids	id	NOUN
fuelectenerg-6946	292	42	on	on	ADP
fuelectenerg-6946	292	43	hadoop	hadoop	NOUN
fuelectenerg-6946	292	44	cluster	cluster	NOUN
fuelectenerg-6946	292	45	7	7	NUM
fuelectenerg-6946	292	46	different	different	ADJ
fuelectenerg-6946	292	47	techniques	technique	NOUN
fuelectenerg-6946	292	48	of	of	ADP
fuelectenerg-6946	292	49	dividing	divide	VERB
fuelectenerg-6946	292	50	the	the	DET
fuelectenerg-6946	292	51	input	input	NOUN
fuelectenerg-6946	292	52	data	datum	NOUN
fuelectenerg-6946	292	53	into	into	ADP
fuelectenerg-6946	292	54	input	input	NOUN
fuelectenerg-6946	292	55	splits	split	NOUN
fuelectenerg-6946	292	56	.	.	PUNCT
fuelectenerg-6946	293	1	4	4	NUM
fuelectenerg-6946	293	2	design	design	NOUN
fuelectenerg-6946	293	3	of	of	ADP
fuelectenerg-6946	293	4	hadoop	hadoop	NOUN
fuelectenerg-6946	293	5	based	base	VERB
fuelectenerg-6946	293	6	ids	id	VERB
fuelectenerg-6946	293	7	the	the	DET
fuelectenerg-6946	293	8	architecture	architecture	NOUN
fuelectenerg-6946	293	9	of	of	ADP
fuelectenerg-6946	293	10	the	the	DET
fuelectenerg-6946	293	11	proposed	propose	VERB
fuelectenerg-6946	293	12	ids	ids	NOUN
fuelectenerg-6946	293	13	is	be	AUX
fuelectenerg-6946	293	14	shown	show	VERB
fuelectenerg-6946	293	15	in	in	ADP
fuelectenerg-6946	293	16	fig	fig	NOUN
fuelectenerg-6946	293	17	.	.	PUNCT
fuelectenerg-6946	294	1	4	4	X
fuelectenerg-6946	294	2	.	.	X
fuelectenerg-6946	294	3	the	the	DET
fuelectenerg-6946	294	4	proposed	propose	VERB
fuelectenerg-6946	294	5	architecture	architecture	NOUN
fuelectenerg-6946	294	6	uses	use	VERB
fuelectenerg-6946	294	7	available	available	ADJ
fuelectenerg-6946	294	8	snort	snort	VERB
fuelectenerg-6946	294	9	rules	rule	NOUN
fuelectenerg-6946	294	10	database	database	NOUN
fuelectenerg-6946	294	11	and	and	CCONJ
fuelectenerg-6946	294	12	distributes	distribute	VERB
fuelectenerg-6946	294	13	pattern	pattern	NOUN
fuelectenerg-6946	294	14	search	search	NOUN
fuelectenerg-6946	294	15	across	across	ADP
fuelectenerg-6946	294	16	the	the	DET
fuelectenerg-6946	294	17	hadoop	hadoop	NOUN
fuelectenerg-6946	294	18	cluster	cluster	NOUN
fuelectenerg-6946	294	19	.	.	PUNCT
fuelectenerg-6946	295	1	due	due	ADP
fuelectenerg-6946	295	2	to	to	ADP
fuelectenerg-6946	295	3	the	the	DET
fuelectenerg-6946	295	4	default	default	NOUN
fuelectenerg-6946	295	5	behavior	behavior	NOUN
fuelectenerg-6946	295	6	of	of	ADP
fuelectenerg-6946	295	7	hdfs	hdfs	NOUN
fuelectenerg-6946	295	8	to	to	PART
fuelectenerg-6946	295	9	split	split	VERB
fuelectenerg-6946	295	10	the	the	DET
fuelectenerg-6946	295	11	data	datum	NOUN
fuelectenerg-6946	295	12	into	into	ADP
fuelectenerg-6946	295	13	a	a	DET
fuelectenerg-6946	295	14	fixed	fix	VERB
fuelectenerg-6946	295	15	size	size	NOUN
fuelectenerg-6946	295	16	blocks	block	NOUN
fuelectenerg-6946	295	17	,	,	PUNCT
fuelectenerg-6946	295	18	and	and	CCONJ
fuelectenerg-6946	295	19	the	the	DET
fuelectenerg-6946	295	20	nature	nature	NOUN
fuelectenerg-6946	295	21	of	of	ADP
fuelectenerg-6946	295	22	network	network	NOUN
fuelectenerg-6946	295	23	protocols	protocol	NOUN
fuelectenerg-6946	295	24	to	to	PART
fuelectenerg-6946	295	25	have	have	AUX
fuelectenerg-6946	295	26	a	a	DET
fuelectenerg-6946	295	27	packets	packet	NOUN
fuelectenerg-6946	295	28	of	of	ADP
fuelectenerg-6946	295	29	different	different	ADJ
fuelectenerg-6946	295	30	sizes	size	NOUN
fuelectenerg-6946	295	31	,	,	PUNCT
fuelectenerg-6946	295	32	the	the	DET
fuelectenerg-6946	295	33	crucial	crucial	ADJ
fuelectenerg-6946	295	34	design	design	NOUN
fuelectenerg-6946	295	35	decision	decision	NOUN
fuelectenerg-6946	295	36	is	be	AUX
fuelectenerg-6946	295	37	how	how	SCONJ
fuelectenerg-6946	295	38	the	the	DET
fuelectenerg-6946	295	39	packets	packet	NOUN
fuelectenerg-6946	295	40	on	on	ADP
fuelectenerg-6946	295	41	block	block	NOUN
fuelectenerg-6946	295	42	boundaries	boundary	NOUN
fuelectenerg-6946	295	43	will	will	AUX
fuelectenerg-6946	295	44	be	be	AUX
fuelectenerg-6946	295	45	handled	handle	VERB
fuelectenerg-6946	295	46	.	.	PUNCT
fuelectenerg-6946	296	1	having	have	VERB
fuelectenerg-6946	296	2	this	this	PRON
fuelectenerg-6946	296	3	in	in	ADP
fuelectenerg-6946	296	4	mind	mind	NOUN
fuelectenerg-6946	296	5	,	,	PUNCT
fuelectenerg-6946	296	6	we	we	PRON
fuelectenerg-6946	296	7	introduced	introduce	VERB
fuelectenerg-6946	296	8	pcap	pcap	NOUN
fuelectenerg-6946	296	9	input	input	NOUN
fuelectenerg-6946	296	10	format	format	NOUN
fuelectenerg-6946	296	11	packet	packet	NOUN
fuelectenerg-6946	296	12	in	in	ADP
fuelectenerg-6946	296	13	the	the	DET
fuelectenerg-6946	296	14	architecture	architecture	NOUN
fuelectenerg-6946	296	15	from	from	ADP
fuelectenerg-6946	296	16	fig	fig	NOUN
fuelectenerg-6946	296	17	.	.	PUNCT
fuelectenerg-6946	297	1	4	4	NUM
fuelectenerg-6946	297	2	,	,	PUNCT
fuelectenerg-6946	297	3	which	which	PRON
fuelectenerg-6946	297	4	will	will	AUX
fuelectenerg-6946	297	5	allow	allow	VERB
fuelectenerg-6946	297	6	us	we	PRON
fuelectenerg-6946	297	7	to	to	PART
fuelectenerg-6946	297	8	experiment	experiment	VERB
fuelectenerg-6946	297	9	with	with	ADP
fuelectenerg-6946	297	10	different	different	ADJ
fuelectenerg-6946	297	11	approaches	approach	NOUN
fuelectenerg-6946	297	12	by	by	ADP
fuelectenerg-6946	297	13	abstracting	abstract	VERB
fuelectenerg-6946	297	14	the	the	DET
fuelectenerg-6946	297	15	inputformat	inputformat	NOUN
fuelectenerg-6946	297	16	class	class	NOUN
fuelectenerg-6946	297	17	mentioned	mention	VERB
fuelectenerg-6946	297	18	in	in	ADP
fuelectenerg-6946	297	19	the	the	DET
fuelectenerg-6946	297	20	previous	previous	ADJ
fuelectenerg-6946	297	21	section	section	NOUN
fuelectenerg-6946	297	22	.	.	PUNCT
fuelectenerg-6946	298	1	fig	fig	NOUN
fuelectenerg-6946	298	2	.	.	PUNCT
fuelectenerg-6946	299	1	4	4	NUM
fuelectenerg-6946	299	2	:	:	PUNCT
fuelectenerg-6946	299	3	the	the	DET
fuelectenerg-6946	299	4	architecture	architecture	NOUN
fuelectenerg-6946	299	5	of	of	ADP
fuelectenerg-6946	299	6	the	the	DET
fuelectenerg-6946	299	7	proposed	propose	VERB
fuelectenerg-6946	299	8	ids	id	NOUN
fuelectenerg-6946	299	9	the	the	DET
fuelectenerg-6946	299	10	ids	id	NOUN
fuelectenerg-6946	299	11	packet	packet	NOUN
fuelectenerg-6946	299	12	from	from	ADP
fuelectenerg-6946	299	13	fig	fig	NOUN
fuelectenerg-6946	299	14	.	.	PUNCT
fuelectenerg-6946	300	1	4	4	NUM
fuelectenerg-6946	300	2	is	be	AUX
fuelectenerg-6946	300	3	a	a	DET
fuelectenerg-6946	300	4	central	central	ADJ
fuelectenerg-6946	300	5	part	part	NOUN
fuelectenerg-6946	300	6	that	that	PRON
fuelectenerg-6946	300	7	implements	implement	VERB
fuelectenerg-6946	300	8	mapreduce	mapreduce	NOUN
fuelectenerg-6946	300	9	pattern	pattern	NOUN
fuelectenerg-6946	300	10	search	search	NOUN
fuelectenerg-6946	300	11	through	through	ADP
fuelectenerg-6946	300	12	captured	capture	VERB
fuelectenerg-6946	300	13	network	network	NOUN
fuelectenerg-6946	300	14	traffic	traffic	NOUN
fuelectenerg-6946	300	15	using	use	VERB
fuelectenerg-6946	300	16	myers	myers	PROPN
fuelectenerg-6946	300	17	algorithm	algorithm	NOUN
fuelectenerg-6946	300	18	[	[	X
fuelectenerg-6946	300	19	12	12	NUM
fuelectenerg-6946	300	20	]	]	PUNCT
fuelectenerg-6946	300	21	.	.	PUNCT
fuelectenerg-6946	301	1	we	we	PRON
fuelectenerg-6946	301	2	chose	choose	VERB
fuelectenerg-6946	301	3	the	the	DET
fuelectenerg-6946	301	4	standard	standard	ADJ
fuelectenerg-6946	301	5	pcap	pcap	NOUN
fuelectenerg-6946	301	6	format	format	NOUN
fuelectenerg-6946	301	7	for	for	ADP
fuelectenerg-6946	301	8	capturing	capture	VERB
fuelectenerg-6946	301	9	and	and	CCONJ
fuelectenerg-6946	301	10	storing	store	VERB
fuelectenerg-6946	301	11	the	the	DET
fuelectenerg-6946	301	12	network	network	NOUN
fuelectenerg-6946	301	13	traffic	traffic	NOUN
fuelectenerg-6946	301	14	[	[	X
fuelectenerg-6946	301	15	3	3	NUM
fuelectenerg-6946	301	16	]	]	PUNCT
fuelectenerg-6946	301	17	.	.	PUNCT
fuelectenerg-6946	302	1	the	the	DET
fuelectenerg-6946	302	2	architecture	architecture	NOUN
fuelectenerg-6946	302	3	’s	’s	PART
fuelectenerg-6946	302	4	packet	packet	NOUN
fuelectenerg-6946	302	5	pcap	pcap	NOUN
fuelectenerg-6946	302	6	input	input	NOUN
fuelectenerg-6946	302	7	format	format	NOUN
fuelectenerg-6946	302	8	from	from	ADP
fuelectenerg-6946	302	9	fig	fig	NOUN
fuelectenerg-6946	302	10	.	.	PUNCT
fuelectenerg-6946	303	1	4	4	NUM
fuelectenerg-6946	303	2	is	be	AUX
fuelectenerg-6946	303	3	specialized	specialize	VERB
fuelectenerg-6946	303	4	for	for	ADP
fuelectenerg-6946	303	5	controlling	control	VERB
fuelectenerg-6946	303	6	the	the	DET
fuelectenerg-6946	303	7	boundaries	boundary	NOUN
fuelectenerg-6946	303	8	of	of	ADP
fuelectenerg-6946	303	9	the	the	DET
fuelectenerg-6946	303	10	input	input	NOUN
fuelectenerg-6946	303	11	splits	split	VERB
fuelectenerg-6946	303	12	,	,	PUNCT
fuelectenerg-6946	303	13	while	while	SCONJ
fuelectenerg-6946	303	14	pcap	pcap	NOUN
fuelectenerg-6946	303	15	input	input	NOUN
fuelectenerg-6946	303	16	counter	counter	PROPN
fuelectenerg-6946	303	17	tests	test	VERB
fuelectenerg-6946	303	18	the	the	DET
fuelectenerg-6946	303	19	validity	validity	NOUN
fuelectenerg-6946	303	20	of	of	ADP
fuelectenerg-6946	303	21	its	its	PRON
fuelectenerg-6946	303	22	execution	execution	NOUN
fuelectenerg-6946	303	23	.	.	PUNCT
fuelectenerg-6946	304	1	the	the	DET
fuelectenerg-6946	304	2	snort	snort	NOUN
fuelectenerg-6946	304	3	rules	rule	NOUN
fuelectenerg-6946	304	4	parser	parser	NOUN
fuelectenerg-6946	304	5	creates	create	VERB
fuelectenerg-6946	304	6	a	a	DET
fuelectenerg-6946	304	7	distributed	distribute	VERB
fuelectenerg-6946	304	8	cache	cache	NOUN
fuelectenerg-6946	304	9	out	out	ADP
fuelectenerg-6946	304	10	of	of	ADP
fuelectenerg-6946	304	11	snort	snort	NOUN
fuelectenerg-6946	304	12	rules	rule	NOUN
fuelectenerg-6946	304	13	that	that	PRON
fuelectenerg-6946	304	14	will	will	AUX
fuelectenerg-6946	304	15	be	be	AUX
fuelectenerg-6946	304	16	used	use	VERB
fuelectenerg-6946	304	17	as	as	ADP
fuelectenerg-6946	304	18	an	an	DET
fuelectenerg-6946	304	19	input	input	NOUN
fuelectenerg-6946	304	20	in	in	ADP
fuelectenerg-6946	304	21	the	the	DET
fuelectenerg-6946	304	22	pattern	pattern	NOUN
fuelectenerg-6946	304	23	search	search	NOUN
fuelectenerg-6946	304	24	algorithm	algorithm	NOUN
fuelectenerg-6946	304	25	.	.	PUNCT
fuelectenerg-6946	305	1	the	the	DET
fuelectenerg-6946	305	2	pattern	pattern	NOUN
fuelectenerg-6946	305	3	search	search	NOUN
fuelectenerg-6946	305	4	algorithm	algorithm	NOUN
fuelectenerg-6946	305	5	itself	itself	PRON
fuelectenerg-6946	305	6	is	be	AUX
fuelectenerg-6946	305	7	implemented	implement	VERB
fuelectenerg-6946	305	8	in	in	ADP
fuelectenerg-6946	305	9	the	the	DET
fuelectenerg-6946	305	10	tests	test	NOUN
fuelectenerg-6946	305	11	packet	packet	NOUN
fuelectenerg-6946	305	12	,	,	PUNCT
fuelectenerg-6946	305	13	while	while	SCONJ
fuelectenerg-6946	305	14	utils	util	NOUN
fuelectenerg-6946	305	15	provide	provide	VERB
fuelectenerg-6946	305	16	pcap	pcap	NOUN
fuelectenerg-6946	305	17	network	network	NOUN
fuelectenerg-6946	305	18	traffic	traffic	NOUN
fuelectenerg-6946	305	19	decoding	decode	VERB
fuelectenerg-6946	305	20	functionalities	functionality	NOUN
fuelectenerg-6946	305	21	.	.	PUNCT
fuelectenerg-6946	306	1	244	244	NUM
fuelectenerg-6946	306	2	v.	v.	ADP
fuelectenerg-6946	306	3	ćirić	ćirić	PROPN
fuelectenerg-6946	306	4	,	,	PUNCT
fuelectenerg-6946	306	5	d.	d.	PROPN
fuelectenerg-6946	306	6	cvetković	cvetković	PROPN
fuelectenerg-6946	306	7	,	,	PUNCT
fuelectenerg-6946	306	8	n.	n.	PROPN
fuelectenerg-6946	306	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	306	10	,	,	PUNCT
fuelectenerg-6946	306	11	n.	n.	PROPN
fuelectenerg-6946	306	12	stojanović	stojanović	PROPN
fuelectenerg-6946	306	13	,	,	PUNCT
fuelectenerg-6946	306	14	i.	i.	PROPN
fuelectenerg-6946	306	15	milentijević	milentijević	PROPN
fuelectenerg-6946	306	16	input	input	PROPN
fuelectenerg-6946	306	17	splits	split	VERB
fuelectenerg-6946	306	18	design	design	NOUN
fuelectenerg-6946	306	19	techniques	technique	NOUN
fuelectenerg-6946	306	20	for	for	ADP
fuelectenerg-6946	306	21	ids	id	NOUN
fuelectenerg-6946	306	22	on	on	ADP
fuelectenerg-6946	306	23	hadoop	hadoop	NOUN
fuelectenerg-6946	306	24	cluster	cluster	NOUN
fuelectenerg-6946	306	25	245244	245244	NUM
fuelectenerg-6946	306	26	v.	v.	ADP
fuelectenerg-6946	306	27	ćirić	ćirić	PROPN
fuelectenerg-6946	306	28	,	,	PUNCT
fuelectenerg-6946	306	29	d.	d.	PROPN
fuelectenerg-6946	306	30	cvetković	cvetković	PROPN
fuelectenerg-6946	306	31	,	,	PUNCT
fuelectenerg-6946	306	32	n.	n.	PROPN
fuelectenerg-6946	306	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	306	34	,	,	PUNCT
fuelectenerg-6946	306	35	n.	n.	PROPN
fuelectenerg-6946	306	36	stojanović	stojanović	PROPN
fuelectenerg-6946	306	37	,	,	PUNCT
fuelectenerg-6946	306	38	i.	i.	PROPN
fuelectenerg-6946	306	39	milentijević	milentijević	PROPN
fuelectenerg-6946	306	40	input	input	PROPN
fuelectenerg-6946	306	41	splits	split	VERB
fuelectenerg-6946	306	42	design	design	NOUN
fuelectenerg-6946	306	43	techniques	technique	NOUN
fuelectenerg-6946	306	44	for	for	ADP
fuelectenerg-6946	306	45	ids	id	NOUN
fuelectenerg-6946	306	46	on	on	ADP
fuelectenerg-6946	306	47	hadoop	hadoop	NOUN
fuelectenerg-6946	306	48	cluster	cluster	NOUN
fuelectenerg-6946	306	49	245	245	NUM
fuelectenerg-6946	306	50	8	8	NUM
fuelectenerg-6946	306	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	306	52	et	et	PROPN
fuelectenerg-6946	306	53	al	al	PROPN
fuelectenerg-6946	306	54	.	.	PROPN
fuelectenerg-6946	306	55	4.1	4.1	NUM
fuelectenerg-6946	307	1	the	the	DET
fuelectenerg-6946	307	2	input	input	NOUN
fuelectenerg-6946	307	3	file	file	NOUN
fuelectenerg-6946	307	4	format	format	NOUN
fuelectenerg-6946	307	5	de	de	X
fuelectenerg-6946	307	6	facto	facto	X
fuelectenerg-6946	307	7	standard	standard	NOUN
fuelectenerg-6946	307	8	for	for	ADP
fuelectenerg-6946	307	9	network	network	NOUN
fuelectenerg-6946	307	10	traffic	traffic	NOUN
fuelectenerg-6946	307	11	capture	capture	NOUN
fuelectenerg-6946	307	12	and	and	CCONJ
fuelectenerg-6946	307	13	storage	storage	NOUN
fuelectenerg-6946	307	14	is	be	AUX
fuelectenerg-6946	307	15	pcap	pcap	NOUN
fuelectenerg-6946	307	16	file	file	NOUN
fuelectenerg-6946	307	17	format	format	NOUN
fuelectenerg-6946	307	18	,	,	PUNCT
fuelectenerg-6946	307	19	which	which	PRON
fuelectenerg-6946	307	20	is	be	AUX
fuelectenerg-6946	307	21	used	use	VERB
fuelectenerg-6946	307	22	by	by	ADP
fuelectenerg-6946	307	23	various	various	ADJ
fuelectenerg-6946	307	24	well	well	ADV
fuelectenerg-6946	307	25	known	know	VERB
fuelectenerg-6946	307	26	network	network	NOUN
fuelectenerg-6946	307	27	tools	tool	NOUN
fuelectenerg-6946	307	28	such	such	ADJ
fuelectenerg-6946	307	29	as	as	ADP
fuelectenerg-6946	307	30	wireshark	wireshark	NOUN
fuelectenerg-6946	307	31	,	,	PUNCT
fuelectenerg-6946	307	32	tcpdump	tcpdump	NOUN
fuelectenerg-6946	307	33	,	,	PUNCT
fuelectenerg-6946	307	34	libcap	libcap	NOUN
fuelectenerg-6946	307	35	,	,	PUNCT
fuelectenerg-6946	307	36	etc	etc	X
fuelectenerg-6946	307	37	.	.	X
fuelectenerg-6946	308	1	[	[	X
fuelectenerg-6946	308	2	3	3	NUM
fuelectenerg-6946	308	3	]	]	PUNCT
fuelectenerg-6946	308	4	.	.	PUNCT
fuelectenerg-6946	309	1	the	the	DET
fuelectenerg-6946	309	2	internal	internal	ADJ
fuelectenerg-6946	309	3	structure	structure	NOUN
fuelectenerg-6946	309	4	of	of	ADP
fuelectenerg-6946	309	5	pcap	pcap	NOUN
fuelectenerg-6946	309	6	file	file	NOUN
fuelectenerg-6946	309	7	is	be	AUX
fuelectenerg-6946	309	8	given	give	VERB
fuelectenerg-6946	309	9	in	in	ADP
fuelectenerg-6946	309	10	fig	fig	NOUN
fuelectenerg-6946	309	11	.	.	PUNCT
fuelectenerg-6946	310	1	5	5	X
fuelectenerg-6946	310	2	.	.	X
fuelectenerg-6946	310	3	the	the	DET
fuelectenerg-6946	310	4	file	file	NOUN
fuelectenerg-6946	310	5	begins	begin	VERB
fuelectenerg-6946	310	6	with	with	ADP
fuelectenerg-6946	310	7	global	global	ADJ
fuelectenerg-6946	310	8	header	header	NOUN
fuelectenerg-6946	310	9	,	,	PUNCT
fuelectenerg-6946	310	10	after	after	ADP
fuelectenerg-6946	310	11	which	which	PRON
fuelectenerg-6946	310	12	the	the	DET
fuelectenerg-6946	310	13	particular	particular	ADJ
fuelectenerg-6946	310	14	network	network	NOUN
fuelectenerg-6946	310	15	traffic	traffic	NOUN
fuelectenerg-6946	310	16	packets	packet	NOUN
fuelectenerg-6946	310	17	follow	follow	VERB
fuelectenerg-6946	310	18	.	.	PUNCT
fuelectenerg-6946	311	1	global	global	ADJ
fuelectenerg-6946	311	2	header	header	NOUN
fuelectenerg-6946	311	3	contains	contain	VERB
fuelectenerg-6946	311	4	,	,	PUNCT
fuelectenerg-6946	311	5	among	among	ADP
fuelectenerg-6946	311	6	the	the	DET
fuelectenerg-6946	311	7	others	other	NOUN
fuelectenerg-6946	311	8	,	,	PUNCT
fuelectenerg-6946	311	9	two	two	NUM
fuelectenerg-6946	311	10	important	important	ADJ
fuelectenerg-6946	311	11	information	information	NOUN
fuelectenerg-6946	311	12	(	(	PUNCT
fuelectenerg-6946	311	13	fig	fig	NOUN
fuelectenerg-6946	311	14	.	.	PUNCT
fuelectenerg-6946	311	15	5	5	NUM
fuelectenerg-6946	311	16	):	):	PUNCT
fuelectenerg-6946	311	17	the	the	DET
fuelectenerg-6946	311	18	network	network	NOUN
fuelectenerg-6946	311	19	protocol	protocol	NOUN
fuelectenerg-6946	311	20	of	of	ADP
fuelectenerg-6946	311	21	the	the	DET
fuelectenerg-6946	311	22	stored	store	VERB
fuelectenerg-6946	311	23	packets	packet	NOUN
fuelectenerg-6946	311	24	(	(	PUNCT
fuelectenerg-6946	311	25	network	network	NOUN
fuelectenerg-6946	311	26	)	)	PUNCT
fuelectenerg-6946	311	27	,	,	PUNCT
fuelectenerg-6946	311	28	and	and	CCONJ
fuelectenerg-6946	311	29	the	the	DET
fuelectenerg-6946	311	30	maximum	maximum	ADJ
fuelectenerg-6946	311	31	length	length	NOUN
fuelectenerg-6946	311	32	of	of	ADP
fuelectenerg-6946	311	33	the	the	DET
fuelectenerg-6946	311	34	stored	store	VERB
fuelectenerg-6946	311	35	packets	packet	NOUN
fuelectenerg-6946	311	36	(	(	PUNCT
fuelectenerg-6946	311	37	snaplen	snaplen	VERB
fuelectenerg-6946	311	38	)	)	PUNCT
fuelectenerg-6946	311	39	.	.	PUNCT
fuelectenerg-6946	312	1	the	the	DET
fuelectenerg-6946	312	2	network	network	NOUN
fuelectenerg-6946	312	3	protocol	protocol	NOUN
fuelectenerg-6946	312	4	is	be	AUX
fuelectenerg-6946	312	5	in	in	ADP
fuelectenerg-6946	312	6	the	the	DET
fuelectenerg-6946	312	7	most	most	ADJ
fuelectenerg-6946	312	8	of	of	ADP
fuelectenerg-6946	312	9	cases	case	NOUN
fuelectenerg-6946	312	10	ethernet	ethernet	NOUN
fuelectenerg-6946	312	11	protocol	protocol	NOUN
fuelectenerg-6946	312	12	,	,	PUNCT
fuelectenerg-6946	312	13	but	but	CCONJ
fuelectenerg-6946	312	14	it	it	PRON
fuelectenerg-6946	312	15	can	can	AUX
fuelectenerg-6946	312	16	be	be	AUX
fuelectenerg-6946	312	17	ip	ip	ADJ
fuelectenerg-6946	312	18	or	or	CCONJ
fuelectenerg-6946	312	19	any	any	DET
fuelectenerg-6946	312	20	other	other	ADJ
fuelectenerg-6946	312	21	.	.	PUNCT
fuelectenerg-6946	313	1	the	the	DET
fuelectenerg-6946	313	2	maximum	maximum	ADJ
fuelectenerg-6946	313	3	length	length	NOUN
fuelectenerg-6946	313	4	of	of	ADP
fuelectenerg-6946	313	5	the	the	DET
fuelectenerg-6946	313	6	stored	store	VERB
fuelectenerg-6946	313	7	packets	packet	NOUN
fuelectenerg-6946	313	8	is	be	AUX
fuelectenerg-6946	313	9	the	the	DET
fuelectenerg-6946	313	10	feature	feature	NOUN
fuelectenerg-6946	313	11	that	that	PRON
fuelectenerg-6946	313	12	enables	enable	VERB
fuelectenerg-6946	313	13	storage	storage	NOUN
fuelectenerg-6946	313	14	of	of	ADP
fuelectenerg-6946	313	15	the	the	DET
fuelectenerg-6946	313	16	beginning	beginning	NOUN
fuelectenerg-6946	313	17	of	of	ADP
fuelectenerg-6946	313	18	the	the	DET
fuelectenerg-6946	313	19	packets	packet	NOUN
fuelectenerg-6946	313	20	only	only	ADV
fuelectenerg-6946	313	21	,	,	PUNCT
fuelectenerg-6946	313	22	for	for	ADP
fuelectenerg-6946	313	23	the	the	DET
fuelectenerg-6946	313	24	sake	sake	NOUN
fuelectenerg-6946	313	25	of	of	ADP
fuelectenerg-6946	313	26	efficiency	efficiency	NOUN
fuelectenerg-6946	313	27	,	,	PUNCT
fuelectenerg-6946	313	28	in	in	ADP
fuelectenerg-6946	313	29	the	the	DET
fuelectenerg-6946	313	30	cases	case	NOUN
fuelectenerg-6946	313	31	when	when	SCONJ
fuelectenerg-6946	313	32	only	only	ADV
fuelectenerg-6946	313	33	headers	header	NOUN
fuelectenerg-6946	313	34	are	be	AUX
fuelectenerg-6946	313	35	required	require	VERB
fuelectenerg-6946	313	36	.	.	PUNCT
fuelectenerg-6946	314	1	in	in	ADP
fuelectenerg-6946	314	2	such	such	ADJ
fuelectenerg-6946	314	3	cases	case	NOUN
fuelectenerg-6946	314	4	snaplen	snaplen	VERB
fuelectenerg-6946	314	5	value	value	NOUN
fuelectenerg-6946	314	6	is	be	AUX
fuelectenerg-6946	314	7	less	less	ADJ
fuelectenerg-6946	314	8	then	then	ADV
fuelectenerg-6946	314	9	the	the	DET
fuelectenerg-6946	314	10	value	value	NOUN
fuelectenerg-6946	314	11	indicating	indicate	VERB
fuelectenerg-6946	314	12	original	original	ADJ
fuelectenerg-6946	314	13	packet	packet	NOUN
fuelectenerg-6946	314	14	len	len	NOUN
fuelectenerg-6946	314	15	in	in	ADP
fuelectenerg-6946	314	16	the	the	DET
fuelectenerg-6946	314	17	actual	actual	ADJ
fuelectenerg-6946	314	18	header	header	NOUN
fuelectenerg-6946	314	19	of	of	ADP
fuelectenerg-6946	314	20	the	the	DET
fuelectenerg-6946	314	21	packet	packet	NOUN
fuelectenerg-6946	314	22	,	,	PUNCT
fuelectenerg-6946	314	23	showing	show	VERB
fuelectenerg-6946	314	24	that	that	SCONJ
fuelectenerg-6946	314	25	only	only	ADV
fuelectenerg-6946	314	26	the	the	DET
fuelectenerg-6946	314	27	first	first	ADJ
fuelectenerg-6946	314	28	snaplen	snaplen	VERB
fuelectenerg-6946	314	29	bytes	byte	NOUN
fuelectenerg-6946	314	30	of	of	ADP
fuelectenerg-6946	314	31	the	the	DET
fuelectenerg-6946	314	32	packet	packet	NOUN
fuelectenerg-6946	314	33	are	be	AUX
fuelectenerg-6946	314	34	stored	store	VERB
fuelectenerg-6946	314	35	.	.	PUNCT
fuelectenerg-6946	315	1	each	each	DET
fuelectenerg-6946	315	2	packet	packet	NOUN
fuelectenerg-6946	315	3	header	header	NOUN
fuelectenerg-6946	315	4	from	from	ADP
fuelectenerg-6946	315	5	fig	fig	NOUN
fuelectenerg-6946	315	6	.	.	PUNCT
fuelectenerg-6946	316	1	5	5	NUM
fuelectenerg-6946	316	2	contains	contain	VERB
fuelectenerg-6946	316	3	the	the	DET
fuelectenerg-6946	316	4	information	information	NOUN
fuelectenerg-6946	316	5	about	about	ADP
fuelectenerg-6946	316	6	the	the	DET
fuelectenerg-6946	316	7	stored	store	VERB
fuelectenerg-6946	316	8	network	network	NOUN
fuelectenerg-6946	316	9	packet	packet	NOUN
fuelectenerg-6946	316	10	and	and	CCONJ
fuelectenerg-6946	316	11	should	should	AUX
fuelectenerg-6946	316	12	not	not	PART
fuelectenerg-6946	316	13	be	be	AUX
fuelectenerg-6946	316	14	confused	confuse	VERB
fuelectenerg-6946	316	15	with	with	ADP
fuelectenerg-6946	316	16	actual	actual	ADJ
fuelectenerg-6946	316	17	network	network	NOUN
fuelectenerg-6946	316	18	protocol	protocol	NOUN
fuelectenerg-6946	316	19	header	header	NOUN
fuelectenerg-6946	316	20	.	.	PUNCT
fuelectenerg-6946	317	1	the	the	DET
fuelectenerg-6946	317	2	packet	packet	NOUN
fuelectenerg-6946	317	3	header	header	NOUN
fuelectenerg-6946	317	4	from	from	ADP
fuelectenerg-6946	317	5	fig	fig	NOUN
fuelectenerg-6946	317	6	.	.	PUNCT
fuelectenerg-6946	318	1	5	5	NUM
fuelectenerg-6946	318	2	contains	contain	VERB
fuelectenerg-6946	318	3	pcap	pcap	NOUN
fuelectenerg-6946	318	4	information	information	NOUN
fuelectenerg-6946	318	5	about	about	ADP
fuelectenerg-6946	318	6	the	the	DET
fuelectenerg-6946	318	7	time	time	NOUN
fuelectenerg-6946	318	8	when	when	SCONJ
fuelectenerg-6946	318	9	the	the	DET
fuelectenerg-6946	318	10	packet	packet	NOUN
fuelectenerg-6946	318	11	is	be	AUX
fuelectenerg-6946	318	12	captured	capture	VERB
fuelectenerg-6946	318	13	(	(	PUNCT
fuelectenerg-6946	318	14	ts	ts	ADP
fuelectenerg-6946	318	15	sec	sec	PROPN
fuelectenerg-6946	318	16	and	and	CCONJ
fuelectenerg-6946	318	17	ts	ts	ADP
fuelectenerg-6946	318	18	usec	usec	PROPN
fuelectenerg-6946	318	19	)	)	PUNCT
fuelectenerg-6946	318	20	,	,	PUNCT
fuelectenerg-6946	318	21	and	and	CCONJ
fuelectenerg-6946	318	22	its	its	PRON
fuelectenerg-6946	318	23	length	length	NOUN
fuelectenerg-6946	318	24	(	(	PUNCT
fuelectenerg-6946	318	25	incl	incl	NOUN
fuelectenerg-6946	318	26	len	len	NOUN
fuelectenerg-6946	318	27	and	and	CCONJ
fuelectenerg-6946	318	28	orig	orig	NUM
fuelectenerg-6946	318	29	len	len	PROPN
fuelectenerg-6946	318	30	)	)	PUNCT
fuelectenerg-6946	318	31	.	.	PUNCT
fuelectenerg-6946	319	1	fig	fig	NOUN
fuelectenerg-6946	319	2	.	.	PUNCT
fuelectenerg-6946	320	1	5	5	NUM
fuelectenerg-6946	320	2	:	:	PUNCT
fuelectenerg-6946	320	3	the	the	DET
fuelectenerg-6946	320	4	internal	internal	ADJ
fuelectenerg-6946	320	5	structure	structure	NOUN
fuelectenerg-6946	320	6	of	of	ADP
fuelectenerg-6946	320	7	pcap	pcap	NOUN
fuelectenerg-6946	320	8	file	file	NOUN
fuelectenerg-6946	320	9	as	as	ADP
fuelectenerg-6946	320	10	network	network	NOUN
fuelectenerg-6946	320	11	protocol	protocol	NOUN
fuelectenerg-6946	320	12	packets	packet	NOUN
fuelectenerg-6946	320	13	can	can	AUX
fuelectenerg-6946	320	14	have	have	VERB
fuelectenerg-6946	320	15	variable	variable	ADJ
fuelectenerg-6946	320	16	length	length	NOUN
fuelectenerg-6946	320	17	(	(	PUNCT
fuelectenerg-6946	320	18	from	from	ADP
fuelectenerg-6946	320	19	few	few	ADJ
fuelectenerg-6946	320	20	bytes	byte	NOUN
fuelectenerg-6946	320	21	to	to	ADP
fuelectenerg-6946	320	22	several	several	ADJ
fuelectenerg-6946	320	23	tens	ten	NOUN
fuelectenerg-6946	320	24	of	of	ADP
fuelectenerg-6946	320	25	kb	kb	PROPN
fuelectenerg-6946	320	26	,	,	PUNCT
fuelectenerg-6946	320	27	depending	depend	VERB
fuelectenerg-6946	320	28	on	on	ADP
fuelectenerg-6946	320	29	protocol	protocol	NOUN
fuelectenerg-6946	320	30	)	)	PUNCT
fuelectenerg-6946	320	31	,	,	PUNCT
fuelectenerg-6946	320	32	and	and	CCONJ
fuelectenerg-6946	320	33	hdfs	hdfs	NOUN
fuelectenerg-6946	320	34	blocks	block	NOUN
fuelectenerg-6946	320	35	are	be	AUX
fuelectenerg-6946	320	36	of	of	ADP
fuelectenerg-6946	320	37	the	the	DET
fuelectenerg-6946	320	38	fixed	fix	VERB
fuelectenerg-6946	320	39	size	size	NOUN
fuelectenerg-6946	320	40	,	,	PUNCT
fuelectenerg-6946	320	41	the	the	DET
fuelectenerg-6946	320	42	fields	field	NOUN
fuelectenerg-6946	320	43	incl	incl	NOUN
fuelectenerg-6946	320	44	len	len	NOUN
fuelectenerg-6946	320	45	and	and	CCONJ
fuelectenerg-6946	320	46	orig	orig	NOUN
fuelectenerg-6946	320	47	len	len	NOUN
fuelectenerg-6946	320	48	are	be	AUX
fuelectenerg-6946	320	49	of	of	ADP
fuelectenerg-6946	320	50	the	the	DET
fuelectenerg-6946	320	51	great	great	ADJ
fuelectenerg-6946	320	52	importance	importance	NOUN
fuelectenerg-6946	320	53	for	for	ADP
fuelectenerg-6946	320	54	the	the	DET
fuelectenerg-6946	320	55	proposed	propose	VERB
fuelectenerg-6946	320	56	system	system	NOUN
fuelectenerg-6946	320	57	.	.	PUNCT
fuelectenerg-6946	321	1	the	the	DET
fuelectenerg-6946	321	2	incl	incl	NOUN
fuelectenerg-6946	321	3	len	len	ADJ
fuelectenerg-6946	321	4	field	field	NOUN
fuelectenerg-6946	321	5	represents	represent	VERB
fuelectenerg-6946	321	6	the	the	DET
fuelectenerg-6946	321	7	length	length	NOUN
fuelectenerg-6946	321	8	of	of	ADP
fuelectenerg-6946	321	9	the	the	DET
fuelectenerg-6946	321	10	packet	packet	NOUN
fuelectenerg-6946	321	11	in	in	ADP
fuelectenerg-6946	321	12	bytes	byte	NOUN
fuelectenerg-6946	321	13	as	as	SCONJ
fuelectenerg-6946	321	14	it	it	PRON
fuelectenerg-6946	321	15	is	be	AUX
fuelectenerg-6946	321	16	stored	store	VERB
fuelectenerg-6946	321	17	in	in	ADP
fuelectenerg-6946	321	18	the	the	DET
fuelectenerg-6946	321	19	pcap	pcap	NOUN
fuelectenerg-6946	321	20	file	file	NOUN
fuelectenerg-6946	321	21	,	,	PUNCT
fuelectenerg-6946	321	22	while	while	SCONJ
fuelectenerg-6946	321	23	the	the	DET
fuelectenerg-6946	321	24	orig	orig	NOUN
fuelectenerg-6946	321	25	len	len	ADJ
fuelectenerg-6946	321	26	field	field	NOUN
fuelectenerg-6946	321	27	gives	give	VERB
fuelectenerg-6946	321	28	its	its	PRON
fuelectenerg-6946	321	29	original	original	ADJ
fuelectenerg-6946	321	30	length	length	NOUN
fuelectenerg-6946	321	31	in	in	ADP
fuelectenerg-6946	321	32	bytes	byte	NOUN
fuelectenerg-6946	321	33	as	as	SCONJ
fuelectenerg-6946	321	34	seen	see	VERB
fuelectenerg-6946	321	35	on	on	ADP
fuelectenerg-6946	321	36	the	the	DET
fuelectenerg-6946	321	37	network	network	NOUN
fuelectenerg-6946	321	38	.	.	PUNCT
fuelectenerg-6946	322	1	for	for	ADP
fuelectenerg-6946	322	2	each	each	DET
fuelectenerg-6946	322	3	packet	packet	NOUN
fuelectenerg-6946	322	4	the	the	DET
fuelectenerg-6946	322	5	following	follow	VERB
fuelectenerg-6946	322	6	relation	relation	NOUN
fuelectenerg-6946	322	7	stands	stand	VERB
fuelectenerg-6946	322	8	incl	incl	NOUN
fuelectenerg-6946	322	9	len	len	ADJ
fuelectenerg-6946	322	10	≤	≤	PROPN
fuelectenerg-6946	322	11	snap	snap	VERB
fuelectenerg-6946	322	12	len	len	ADJ
fuelectenerg-6946	322	13	≤	≤	PROPN
fuelectenerg-6946	322	14	orig	orig	NOUN
fuelectenerg-6946	322	15	len	len	NOUN
fuelectenerg-6946	322	16	,	,	PUNCT
fuelectenerg-6946	322	17	(	(	PUNCT
fuelectenerg-6946	322	18	1	1	X
fuelectenerg-6946	322	19	)	)	PUNCT
fuelectenerg-6946	322	20	where	where	SCONJ
fuelectenerg-6946	322	21	only	only	ADV
fuelectenerg-6946	322	22	the	the	DET
fuelectenerg-6946	322	23	first	first	ADJ
fuelectenerg-6946	322	24	incl	incl	NOUN
fuelectenerg-6946	322	25	len	len	ADJ
fuelectenerg-6946	322	26	bytes	byte	NOUN
fuelectenerg-6946	322	27	of	of	ADP
fuelectenerg-6946	322	28	each	each	DET
fuelectenerg-6946	322	29	packet	packet	NOUN
fuelectenerg-6946	322	30	are	be	AUX
fuelectenerg-6946	322	31	captured	capture	VERB
fuelectenerg-6946	322	32	in	in	ADP
fuelectenerg-6946	322	33	the	the	DET
fuelectenerg-6946	322	34	pcap	pcap	NOUN
fuelectenerg-6946	322	35	file	file	NOUN
fuelectenerg-6946	322	36	.	.	PUNCT
fuelectenerg-6946	323	1	here	here	ADV
fuelectenerg-6946	323	2	we	we	PRON
fuelectenerg-6946	323	3	will	will	AUX
fuelectenerg-6946	323	4	demonstrate	demonstrate	VERB
fuelectenerg-6946	323	5	and	and	CCONJ
fuelectenerg-6946	323	6	compare	compare	VERB
fuelectenerg-6946	323	7	several	several	ADJ
fuelectenerg-6946	323	8	techniques	technique	NOUN
fuelectenerg-6946	323	9	for	for	ADP
fuelectenerg-6946	323	10	input	input	NOUN
fuelectenerg-6946	323	11	splits	split	VERB
fuelectenerg-6946	323	12	design	design	NOUN
fuelectenerg-6946	323	13	,	,	PUNCT
fuelectenerg-6946	323	14	having	have	VERB
fuelectenerg-6946	323	15	in	in	ADP
fuelectenerg-6946	323	16	mind	mind	NOUN
fuelectenerg-6946	323	17	variable	variable	ADJ
fuelectenerg-6946	323	18	nature	nature	NOUN
fuelectenerg-6946	323	19	of	of	ADP
fuelectenerg-6946	323	20	network	network	NOUN
fuelectenerg-6946	323	21	traffic	traffic	NOUN
fuelectenerg-6946	323	22	packets	packet	NOUN
fuelectenerg-6946	323	23	.	.	PUNCT
fuelectenerg-6946	324	1	246	246	NUM
fuelectenerg-6946	324	2	v.	v.	ADP
fuelectenerg-6946	324	3	ćirić	ćirić	PROPN
fuelectenerg-6946	324	4	,	,	PUNCT
fuelectenerg-6946	324	5	d.	d.	PROPN
fuelectenerg-6946	324	6	cvetković	cvetković	PROPN
fuelectenerg-6946	324	7	,	,	PUNCT
fuelectenerg-6946	324	8	n.	n.	PROPN
fuelectenerg-6946	324	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	324	10	,	,	PUNCT
fuelectenerg-6946	324	11	n.	n.	PROPN
fuelectenerg-6946	324	12	stojanović	stojanović	PROPN
fuelectenerg-6946	324	13	,	,	PUNCT
fuelectenerg-6946	324	14	i.	i.	PROPN
fuelectenerg-6946	324	15	milentijević	milentijević	PROPN
fuelectenerg-6946	324	16	input	input	PROPN
fuelectenerg-6946	324	17	splits	split	VERB
fuelectenerg-6946	324	18	design	design	NOUN
fuelectenerg-6946	324	19	techniques	technique	NOUN
fuelectenerg-6946	324	20	for	for	ADP
fuelectenerg-6946	324	21	ids	id	NOUN
fuelectenerg-6946	324	22	on	on	ADP
fuelectenerg-6946	324	23	hadoop	hadoop	NOUN
fuelectenerg-6946	324	24	cluster	cluster	NOUN
fuelectenerg-6946	324	25	247246	247246	NUM
fuelectenerg-6946	324	26	v.	v.	ADP
fuelectenerg-6946	324	27	ćirić	ćirić	PROPN
fuelectenerg-6946	324	28	,	,	PUNCT
fuelectenerg-6946	324	29	d.	d.	PROPN
fuelectenerg-6946	324	30	cvetković	cvetković	PROPN
fuelectenerg-6946	324	31	,	,	PUNCT
fuelectenerg-6946	324	32	n.	n.	PROPN
fuelectenerg-6946	324	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	324	34	,	,	PUNCT
fuelectenerg-6946	324	35	n.	n.	PROPN
fuelectenerg-6946	324	36	stojanović	stojanović	PROPN
fuelectenerg-6946	324	37	,	,	PUNCT
fuelectenerg-6946	324	38	i.	i.	PROPN
fuelectenerg-6946	324	39	milentijević	milentijević	PROPN
fuelectenerg-6946	324	40	input	input	PROPN
fuelectenerg-6946	324	41	splits	split	VERB
fuelectenerg-6946	324	42	design	design	NOUN
fuelectenerg-6946	324	43	techniques	technique	NOUN
fuelectenerg-6946	324	44	for	for	ADP
fuelectenerg-6946	324	45	ids	id	NOUN
fuelectenerg-6946	324	46	on	on	ADP
fuelectenerg-6946	324	47	hadoop	hadoop	NOUN
fuelectenerg-6946	324	48	cluster	cluster	NOUN
fuelectenerg-6946	324	49	247	247	NUM
fuelectenerg-6946	324	50	8	8	NUM
fuelectenerg-6946	324	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	324	52	et	et	PROPN
fuelectenerg-6946	324	53	al	al	PROPN
fuelectenerg-6946	324	54	.	.	PROPN
fuelectenerg-6946	324	55	4.1	4.1	NUM
fuelectenerg-6946	325	1	the	the	DET
fuelectenerg-6946	325	2	input	input	NOUN
fuelectenerg-6946	325	3	file	file	NOUN
fuelectenerg-6946	325	4	format	format	NOUN
fuelectenerg-6946	325	5	de	de	X
fuelectenerg-6946	325	6	facto	facto	X
fuelectenerg-6946	325	7	standard	standard	NOUN
fuelectenerg-6946	325	8	for	for	ADP
fuelectenerg-6946	325	9	network	network	NOUN
fuelectenerg-6946	325	10	traffic	traffic	NOUN
fuelectenerg-6946	325	11	capture	capture	NOUN
fuelectenerg-6946	325	12	and	and	CCONJ
fuelectenerg-6946	325	13	storage	storage	NOUN
fuelectenerg-6946	325	14	is	be	AUX
fuelectenerg-6946	325	15	pcap	pcap	NOUN
fuelectenerg-6946	325	16	file	file	NOUN
fuelectenerg-6946	325	17	format	format	NOUN
fuelectenerg-6946	325	18	,	,	PUNCT
fuelectenerg-6946	325	19	which	which	PRON
fuelectenerg-6946	325	20	is	be	AUX
fuelectenerg-6946	325	21	used	use	VERB
fuelectenerg-6946	325	22	by	by	ADP
fuelectenerg-6946	325	23	various	various	ADJ
fuelectenerg-6946	325	24	well	well	ADV
fuelectenerg-6946	325	25	known	know	VERB
fuelectenerg-6946	325	26	network	network	NOUN
fuelectenerg-6946	325	27	tools	tool	NOUN
fuelectenerg-6946	325	28	such	such	ADJ
fuelectenerg-6946	325	29	as	as	ADP
fuelectenerg-6946	325	30	wireshark	wireshark	NOUN
fuelectenerg-6946	325	31	,	,	PUNCT
fuelectenerg-6946	325	32	tcpdump	tcpdump	NOUN
fuelectenerg-6946	325	33	,	,	PUNCT
fuelectenerg-6946	325	34	libcap	libcap	NOUN
fuelectenerg-6946	325	35	,	,	PUNCT
fuelectenerg-6946	325	36	etc	etc	X
fuelectenerg-6946	325	37	.	.	X
fuelectenerg-6946	326	1	[	[	X
fuelectenerg-6946	326	2	3	3	NUM
fuelectenerg-6946	326	3	]	]	PUNCT
fuelectenerg-6946	326	4	.	.	PUNCT
fuelectenerg-6946	327	1	the	the	DET
fuelectenerg-6946	327	2	internal	internal	ADJ
fuelectenerg-6946	327	3	structure	structure	NOUN
fuelectenerg-6946	327	4	of	of	ADP
fuelectenerg-6946	327	5	pcap	pcap	NOUN
fuelectenerg-6946	327	6	file	file	NOUN
fuelectenerg-6946	327	7	is	be	AUX
fuelectenerg-6946	327	8	given	give	VERB
fuelectenerg-6946	327	9	in	in	ADP
fuelectenerg-6946	327	10	fig	fig	NOUN
fuelectenerg-6946	327	11	.	.	PUNCT
fuelectenerg-6946	328	1	5	5	X
fuelectenerg-6946	328	2	.	.	X
fuelectenerg-6946	328	3	the	the	DET
fuelectenerg-6946	328	4	file	file	NOUN
fuelectenerg-6946	328	5	begins	begin	VERB
fuelectenerg-6946	328	6	with	with	ADP
fuelectenerg-6946	328	7	global	global	ADJ
fuelectenerg-6946	328	8	header	header	NOUN
fuelectenerg-6946	328	9	,	,	PUNCT
fuelectenerg-6946	328	10	after	after	ADP
fuelectenerg-6946	328	11	which	which	PRON
fuelectenerg-6946	328	12	the	the	DET
fuelectenerg-6946	328	13	particular	particular	ADJ
fuelectenerg-6946	328	14	network	network	NOUN
fuelectenerg-6946	328	15	traffic	traffic	NOUN
fuelectenerg-6946	328	16	packets	packet	NOUN
fuelectenerg-6946	328	17	follow	follow	VERB
fuelectenerg-6946	328	18	.	.	PUNCT
fuelectenerg-6946	329	1	global	global	ADJ
fuelectenerg-6946	329	2	header	header	NOUN
fuelectenerg-6946	329	3	contains	contain	VERB
fuelectenerg-6946	329	4	,	,	PUNCT
fuelectenerg-6946	329	5	among	among	ADP
fuelectenerg-6946	329	6	the	the	DET
fuelectenerg-6946	329	7	others	other	NOUN
fuelectenerg-6946	329	8	,	,	PUNCT
fuelectenerg-6946	329	9	two	two	NUM
fuelectenerg-6946	329	10	important	important	ADJ
fuelectenerg-6946	329	11	information	information	NOUN
fuelectenerg-6946	329	12	(	(	PUNCT
fuelectenerg-6946	329	13	fig	fig	NOUN
fuelectenerg-6946	329	14	.	.	PUNCT
fuelectenerg-6946	329	15	5	5	NUM
fuelectenerg-6946	329	16	):	):	PUNCT
fuelectenerg-6946	329	17	the	the	DET
fuelectenerg-6946	329	18	network	network	NOUN
fuelectenerg-6946	329	19	protocol	protocol	NOUN
fuelectenerg-6946	329	20	of	of	ADP
fuelectenerg-6946	329	21	the	the	DET
fuelectenerg-6946	329	22	stored	store	VERB
fuelectenerg-6946	329	23	packets	packet	NOUN
fuelectenerg-6946	329	24	(	(	PUNCT
fuelectenerg-6946	329	25	network	network	NOUN
fuelectenerg-6946	329	26	)	)	PUNCT
fuelectenerg-6946	329	27	,	,	PUNCT
fuelectenerg-6946	329	28	and	and	CCONJ
fuelectenerg-6946	329	29	the	the	DET
fuelectenerg-6946	329	30	maximum	maximum	ADJ
fuelectenerg-6946	329	31	length	length	NOUN
fuelectenerg-6946	329	32	of	of	ADP
fuelectenerg-6946	329	33	the	the	DET
fuelectenerg-6946	329	34	stored	store	VERB
fuelectenerg-6946	329	35	packets	packet	NOUN
fuelectenerg-6946	329	36	(	(	PUNCT
fuelectenerg-6946	329	37	snaplen	snaplen	VERB
fuelectenerg-6946	329	38	)	)	PUNCT
fuelectenerg-6946	329	39	.	.	PUNCT
fuelectenerg-6946	330	1	the	the	DET
fuelectenerg-6946	330	2	network	network	NOUN
fuelectenerg-6946	330	3	protocol	protocol	NOUN
fuelectenerg-6946	330	4	is	be	AUX
fuelectenerg-6946	330	5	in	in	ADP
fuelectenerg-6946	330	6	the	the	DET
fuelectenerg-6946	330	7	most	most	ADJ
fuelectenerg-6946	330	8	of	of	ADP
fuelectenerg-6946	330	9	cases	case	NOUN
fuelectenerg-6946	330	10	ethernet	ethernet	NOUN
fuelectenerg-6946	330	11	protocol	protocol	NOUN
fuelectenerg-6946	330	12	,	,	PUNCT
fuelectenerg-6946	330	13	but	but	CCONJ
fuelectenerg-6946	330	14	it	it	PRON
fuelectenerg-6946	330	15	can	can	AUX
fuelectenerg-6946	330	16	be	be	AUX
fuelectenerg-6946	330	17	ip	ip	ADJ
fuelectenerg-6946	330	18	or	or	CCONJ
fuelectenerg-6946	330	19	any	any	DET
fuelectenerg-6946	330	20	other	other	ADJ
fuelectenerg-6946	330	21	.	.	PUNCT
fuelectenerg-6946	331	1	the	the	DET
fuelectenerg-6946	331	2	maximum	maximum	ADJ
fuelectenerg-6946	331	3	length	length	NOUN
fuelectenerg-6946	331	4	of	of	ADP
fuelectenerg-6946	331	5	the	the	DET
fuelectenerg-6946	331	6	stored	store	VERB
fuelectenerg-6946	331	7	packets	packet	NOUN
fuelectenerg-6946	331	8	is	be	AUX
fuelectenerg-6946	331	9	the	the	DET
fuelectenerg-6946	331	10	feature	feature	NOUN
fuelectenerg-6946	331	11	that	that	PRON
fuelectenerg-6946	331	12	enables	enable	VERB
fuelectenerg-6946	331	13	storage	storage	NOUN
fuelectenerg-6946	331	14	of	of	ADP
fuelectenerg-6946	331	15	the	the	DET
fuelectenerg-6946	331	16	beginning	beginning	NOUN
fuelectenerg-6946	331	17	of	of	ADP
fuelectenerg-6946	331	18	the	the	DET
fuelectenerg-6946	331	19	packets	packet	NOUN
fuelectenerg-6946	331	20	only	only	ADV
fuelectenerg-6946	331	21	,	,	PUNCT
fuelectenerg-6946	331	22	for	for	ADP
fuelectenerg-6946	331	23	the	the	DET
fuelectenerg-6946	331	24	sake	sake	NOUN
fuelectenerg-6946	331	25	of	of	ADP
fuelectenerg-6946	331	26	efficiency	efficiency	NOUN
fuelectenerg-6946	331	27	,	,	PUNCT
fuelectenerg-6946	331	28	in	in	ADP
fuelectenerg-6946	331	29	the	the	DET
fuelectenerg-6946	331	30	cases	case	NOUN
fuelectenerg-6946	331	31	when	when	SCONJ
fuelectenerg-6946	331	32	only	only	ADV
fuelectenerg-6946	331	33	headers	header	NOUN
fuelectenerg-6946	331	34	are	be	AUX
fuelectenerg-6946	331	35	required	require	VERB
fuelectenerg-6946	331	36	.	.	PUNCT
fuelectenerg-6946	332	1	in	in	ADP
fuelectenerg-6946	332	2	such	such	ADJ
fuelectenerg-6946	332	3	cases	case	NOUN
fuelectenerg-6946	332	4	snaplen	snaplen	VERB
fuelectenerg-6946	332	5	value	value	NOUN
fuelectenerg-6946	332	6	is	be	AUX
fuelectenerg-6946	332	7	less	less	ADJ
fuelectenerg-6946	332	8	then	then	ADV
fuelectenerg-6946	332	9	the	the	DET
fuelectenerg-6946	332	10	value	value	NOUN
fuelectenerg-6946	332	11	indicating	indicate	VERB
fuelectenerg-6946	332	12	original	original	ADJ
fuelectenerg-6946	332	13	packet	packet	NOUN
fuelectenerg-6946	332	14	len	len	NOUN
fuelectenerg-6946	332	15	in	in	ADP
fuelectenerg-6946	332	16	the	the	DET
fuelectenerg-6946	332	17	actual	actual	ADJ
fuelectenerg-6946	332	18	header	header	NOUN
fuelectenerg-6946	332	19	of	of	ADP
fuelectenerg-6946	332	20	the	the	DET
fuelectenerg-6946	332	21	packet	packet	NOUN
fuelectenerg-6946	332	22	,	,	PUNCT
fuelectenerg-6946	332	23	showing	show	VERB
fuelectenerg-6946	332	24	that	that	SCONJ
fuelectenerg-6946	332	25	only	only	ADV
fuelectenerg-6946	332	26	the	the	DET
fuelectenerg-6946	332	27	first	first	ADJ
fuelectenerg-6946	332	28	snaplen	snaplen	VERB
fuelectenerg-6946	332	29	bytes	byte	NOUN
fuelectenerg-6946	332	30	of	of	ADP
fuelectenerg-6946	332	31	the	the	DET
fuelectenerg-6946	332	32	packet	packet	NOUN
fuelectenerg-6946	332	33	are	be	AUX
fuelectenerg-6946	332	34	stored	store	VERB
fuelectenerg-6946	332	35	.	.	PUNCT
fuelectenerg-6946	333	1	each	each	DET
fuelectenerg-6946	333	2	packet	packet	NOUN
fuelectenerg-6946	333	3	header	header	NOUN
fuelectenerg-6946	333	4	from	from	ADP
fuelectenerg-6946	333	5	fig	fig	NOUN
fuelectenerg-6946	333	6	.	.	PUNCT
fuelectenerg-6946	334	1	5	5	NUM
fuelectenerg-6946	334	2	contains	contain	VERB
fuelectenerg-6946	334	3	the	the	DET
fuelectenerg-6946	334	4	information	information	NOUN
fuelectenerg-6946	334	5	about	about	ADP
fuelectenerg-6946	334	6	the	the	DET
fuelectenerg-6946	334	7	stored	store	VERB
fuelectenerg-6946	334	8	network	network	NOUN
fuelectenerg-6946	334	9	packet	packet	NOUN
fuelectenerg-6946	334	10	and	and	CCONJ
fuelectenerg-6946	334	11	should	should	AUX
fuelectenerg-6946	334	12	not	not	PART
fuelectenerg-6946	334	13	be	be	AUX
fuelectenerg-6946	334	14	confused	confuse	VERB
fuelectenerg-6946	334	15	with	with	ADP
fuelectenerg-6946	334	16	actual	actual	ADJ
fuelectenerg-6946	334	17	network	network	NOUN
fuelectenerg-6946	334	18	protocol	protocol	NOUN
fuelectenerg-6946	334	19	header	header	NOUN
fuelectenerg-6946	334	20	.	.	PUNCT
fuelectenerg-6946	335	1	the	the	DET
fuelectenerg-6946	335	2	packet	packet	NOUN
fuelectenerg-6946	335	3	header	header	NOUN
fuelectenerg-6946	335	4	from	from	ADP
fuelectenerg-6946	335	5	fig	fig	NOUN
fuelectenerg-6946	335	6	.	.	PUNCT
fuelectenerg-6946	336	1	5	5	NUM
fuelectenerg-6946	336	2	contains	contain	VERB
fuelectenerg-6946	336	3	pcap	pcap	NOUN
fuelectenerg-6946	336	4	information	information	NOUN
fuelectenerg-6946	336	5	about	about	ADP
fuelectenerg-6946	336	6	the	the	DET
fuelectenerg-6946	336	7	time	time	NOUN
fuelectenerg-6946	336	8	when	when	SCONJ
fuelectenerg-6946	336	9	the	the	DET
fuelectenerg-6946	336	10	packet	packet	NOUN
fuelectenerg-6946	336	11	is	be	AUX
fuelectenerg-6946	336	12	captured	capture	VERB
fuelectenerg-6946	336	13	(	(	PUNCT
fuelectenerg-6946	336	14	ts	ts	ADP
fuelectenerg-6946	336	15	sec	sec	PROPN
fuelectenerg-6946	336	16	and	and	CCONJ
fuelectenerg-6946	336	17	ts	ts	ADP
fuelectenerg-6946	336	18	usec	usec	PROPN
fuelectenerg-6946	336	19	)	)	PUNCT
fuelectenerg-6946	336	20	,	,	PUNCT
fuelectenerg-6946	336	21	and	and	CCONJ
fuelectenerg-6946	336	22	its	its	PRON
fuelectenerg-6946	336	23	length	length	NOUN
fuelectenerg-6946	336	24	(	(	PUNCT
fuelectenerg-6946	336	25	incl	incl	NOUN
fuelectenerg-6946	336	26	len	len	NOUN
fuelectenerg-6946	336	27	and	and	CCONJ
fuelectenerg-6946	336	28	orig	orig	NUM
fuelectenerg-6946	336	29	len	len	PROPN
fuelectenerg-6946	336	30	)	)	PUNCT
fuelectenerg-6946	336	31	.	.	PUNCT
fuelectenerg-6946	337	1	fig	fig	NOUN
fuelectenerg-6946	337	2	.	.	PUNCT
fuelectenerg-6946	338	1	5	5	NUM
fuelectenerg-6946	338	2	:	:	PUNCT
fuelectenerg-6946	338	3	the	the	DET
fuelectenerg-6946	338	4	internal	internal	ADJ
fuelectenerg-6946	338	5	structure	structure	NOUN
fuelectenerg-6946	338	6	of	of	ADP
fuelectenerg-6946	338	7	pcap	pcap	NOUN
fuelectenerg-6946	338	8	file	file	NOUN
fuelectenerg-6946	338	9	as	as	ADP
fuelectenerg-6946	338	10	network	network	NOUN
fuelectenerg-6946	338	11	protocol	protocol	NOUN
fuelectenerg-6946	338	12	packets	packet	NOUN
fuelectenerg-6946	338	13	can	can	AUX
fuelectenerg-6946	338	14	have	have	VERB
fuelectenerg-6946	338	15	variable	variable	ADJ
fuelectenerg-6946	338	16	length	length	NOUN
fuelectenerg-6946	338	17	(	(	PUNCT
fuelectenerg-6946	338	18	from	from	ADP
fuelectenerg-6946	338	19	few	few	ADJ
fuelectenerg-6946	338	20	bytes	byte	NOUN
fuelectenerg-6946	338	21	to	to	ADP
fuelectenerg-6946	338	22	several	several	ADJ
fuelectenerg-6946	338	23	tens	ten	NOUN
fuelectenerg-6946	338	24	of	of	ADP
fuelectenerg-6946	338	25	kb	kb	PROPN
fuelectenerg-6946	338	26	,	,	PUNCT
fuelectenerg-6946	338	27	depending	depend	VERB
fuelectenerg-6946	338	28	on	on	ADP
fuelectenerg-6946	338	29	protocol	protocol	NOUN
fuelectenerg-6946	338	30	)	)	PUNCT
fuelectenerg-6946	338	31	,	,	PUNCT
fuelectenerg-6946	338	32	and	and	CCONJ
fuelectenerg-6946	338	33	hdfs	hdfs	NOUN
fuelectenerg-6946	338	34	blocks	block	NOUN
fuelectenerg-6946	338	35	are	be	AUX
fuelectenerg-6946	338	36	of	of	ADP
fuelectenerg-6946	338	37	the	the	DET
fuelectenerg-6946	338	38	fixed	fix	VERB
fuelectenerg-6946	338	39	size	size	NOUN
fuelectenerg-6946	338	40	,	,	PUNCT
fuelectenerg-6946	338	41	the	the	DET
fuelectenerg-6946	338	42	fields	field	NOUN
fuelectenerg-6946	338	43	incl	incl	NOUN
fuelectenerg-6946	338	44	len	len	NOUN
fuelectenerg-6946	338	45	and	and	CCONJ
fuelectenerg-6946	338	46	orig	orig	NOUN
fuelectenerg-6946	338	47	len	len	NOUN
fuelectenerg-6946	338	48	are	be	AUX
fuelectenerg-6946	338	49	of	of	ADP
fuelectenerg-6946	338	50	the	the	DET
fuelectenerg-6946	338	51	great	great	ADJ
fuelectenerg-6946	338	52	importance	importance	NOUN
fuelectenerg-6946	338	53	for	for	ADP
fuelectenerg-6946	338	54	the	the	DET
fuelectenerg-6946	338	55	proposed	propose	VERB
fuelectenerg-6946	338	56	system	system	NOUN
fuelectenerg-6946	338	57	.	.	PUNCT
fuelectenerg-6946	339	1	the	the	DET
fuelectenerg-6946	339	2	incl	incl	NOUN
fuelectenerg-6946	339	3	len	len	ADJ
fuelectenerg-6946	339	4	field	field	NOUN
fuelectenerg-6946	339	5	represents	represent	VERB
fuelectenerg-6946	339	6	the	the	DET
fuelectenerg-6946	339	7	length	length	NOUN
fuelectenerg-6946	339	8	of	of	ADP
fuelectenerg-6946	339	9	the	the	DET
fuelectenerg-6946	339	10	packet	packet	NOUN
fuelectenerg-6946	339	11	in	in	ADP
fuelectenerg-6946	339	12	bytes	byte	NOUN
fuelectenerg-6946	339	13	as	as	SCONJ
fuelectenerg-6946	339	14	it	it	PRON
fuelectenerg-6946	339	15	is	be	AUX
fuelectenerg-6946	339	16	stored	store	VERB
fuelectenerg-6946	339	17	in	in	ADP
fuelectenerg-6946	339	18	the	the	DET
fuelectenerg-6946	339	19	pcap	pcap	NOUN
fuelectenerg-6946	339	20	file	file	NOUN
fuelectenerg-6946	339	21	,	,	PUNCT
fuelectenerg-6946	339	22	while	while	SCONJ
fuelectenerg-6946	339	23	the	the	DET
fuelectenerg-6946	339	24	orig	orig	NOUN
fuelectenerg-6946	339	25	len	len	ADJ
fuelectenerg-6946	339	26	field	field	NOUN
fuelectenerg-6946	339	27	gives	give	VERB
fuelectenerg-6946	339	28	its	its	PRON
fuelectenerg-6946	339	29	original	original	ADJ
fuelectenerg-6946	339	30	length	length	NOUN
fuelectenerg-6946	339	31	in	in	ADP
fuelectenerg-6946	339	32	bytes	byte	NOUN
fuelectenerg-6946	339	33	as	as	SCONJ
fuelectenerg-6946	339	34	seen	see	VERB
fuelectenerg-6946	339	35	on	on	ADP
fuelectenerg-6946	339	36	the	the	DET
fuelectenerg-6946	339	37	network	network	NOUN
fuelectenerg-6946	339	38	.	.	PUNCT
fuelectenerg-6946	340	1	for	for	ADP
fuelectenerg-6946	340	2	each	each	DET
fuelectenerg-6946	340	3	packet	packet	NOUN
fuelectenerg-6946	340	4	the	the	DET
fuelectenerg-6946	340	5	following	follow	VERB
fuelectenerg-6946	340	6	relation	relation	NOUN
fuelectenerg-6946	340	7	stands	stand	VERB
fuelectenerg-6946	340	8	incl	incl	NOUN
fuelectenerg-6946	340	9	len	len	ADJ
fuelectenerg-6946	340	10	≤	≤	PROPN
fuelectenerg-6946	340	11	snap	snap	VERB
fuelectenerg-6946	340	12	len	len	ADJ
fuelectenerg-6946	340	13	≤	≤	PROPN
fuelectenerg-6946	340	14	orig	orig	NOUN
fuelectenerg-6946	340	15	len	len	NOUN
fuelectenerg-6946	340	16	,	,	PUNCT
fuelectenerg-6946	340	17	(	(	PUNCT
fuelectenerg-6946	340	18	1	1	X
fuelectenerg-6946	340	19	)	)	PUNCT
fuelectenerg-6946	340	20	where	where	SCONJ
fuelectenerg-6946	340	21	only	only	ADV
fuelectenerg-6946	340	22	the	the	DET
fuelectenerg-6946	340	23	first	first	ADJ
fuelectenerg-6946	340	24	incl	incl	NOUN
fuelectenerg-6946	340	25	len	len	ADJ
fuelectenerg-6946	340	26	bytes	byte	NOUN
fuelectenerg-6946	340	27	of	of	ADP
fuelectenerg-6946	340	28	each	each	DET
fuelectenerg-6946	340	29	packet	packet	NOUN
fuelectenerg-6946	340	30	are	be	AUX
fuelectenerg-6946	340	31	captured	capture	VERB
fuelectenerg-6946	340	32	in	in	ADP
fuelectenerg-6946	340	33	the	the	DET
fuelectenerg-6946	340	34	pcap	pcap	NOUN
fuelectenerg-6946	340	35	file	file	NOUN
fuelectenerg-6946	340	36	.	.	PUNCT
fuelectenerg-6946	341	1	here	here	ADV
fuelectenerg-6946	341	2	we	we	PRON
fuelectenerg-6946	341	3	will	will	AUX
fuelectenerg-6946	341	4	demonstrate	demonstrate	VERB
fuelectenerg-6946	341	5	and	and	CCONJ
fuelectenerg-6946	341	6	compare	compare	VERB
fuelectenerg-6946	341	7	several	several	ADJ
fuelectenerg-6946	341	8	techniques	technique	NOUN
fuelectenerg-6946	341	9	for	for	ADP
fuelectenerg-6946	341	10	input	input	NOUN
fuelectenerg-6946	341	11	splits	split	VERB
fuelectenerg-6946	341	12	design	design	NOUN
fuelectenerg-6946	341	13	,	,	PUNCT
fuelectenerg-6946	341	14	having	have	VERB
fuelectenerg-6946	341	15	in	in	ADP
fuelectenerg-6946	341	16	mind	mind	NOUN
fuelectenerg-6946	341	17	variable	variable	ADJ
fuelectenerg-6946	341	18	nature	nature	NOUN
fuelectenerg-6946	341	19	of	of	ADP
fuelectenerg-6946	341	20	network	network	NOUN
fuelectenerg-6946	341	21	traffic	traffic	NOUN
fuelectenerg-6946	341	22	packets	packet	NOUN
fuelectenerg-6946	341	23	.	.	PUNCT
fuelectenerg-6946	342	1	246	246	NUM
fuelectenerg-6946	342	2	v.	v.	ADP
fuelectenerg-6946	342	3	ćirić	ćirić	PROPN
fuelectenerg-6946	342	4	,	,	PUNCT
fuelectenerg-6946	342	5	d.	d.	PROPN
fuelectenerg-6946	342	6	cvetković	cvetković	PROPN
fuelectenerg-6946	342	7	,	,	PUNCT
fuelectenerg-6946	342	8	n.	n.	PROPN
fuelectenerg-6946	342	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	342	10	,	,	PUNCT
fuelectenerg-6946	342	11	n.	n.	PROPN
fuelectenerg-6946	342	12	stojanović	stojanović	PROPN
fuelectenerg-6946	342	13	,	,	PUNCT
fuelectenerg-6946	342	14	i.	i.	PROPN
fuelectenerg-6946	342	15	milentijević	milentijević	PROPN
fuelectenerg-6946	342	16	input	input	PROPN
fuelectenerg-6946	342	17	splits	split	VERB
fuelectenerg-6946	342	18	design	design	NOUN
fuelectenerg-6946	342	19	techniques	technique	NOUN
fuelectenerg-6946	342	20	for	for	ADP
fuelectenerg-6946	342	21	ids	id	NOUN
fuelectenerg-6946	342	22	on	on	ADP
fuelectenerg-6946	342	23	hadoop	hadoop	NOUN
fuelectenerg-6946	342	24	cluster	cluster	NOUN
fuelectenerg-6946	342	25	247	247	NUM
fuelectenerg-6946	342	26	8	8	NUM
fuelectenerg-6946	342	27	v.ciric	v.ciric	NOUN
fuelectenerg-6946	342	28	et	et	PROPN
fuelectenerg-6946	342	29	al	al	PROPN
fuelectenerg-6946	342	30	.	.	PROPN
fuelectenerg-6946	342	31	4.1	4.1	NUM
fuelectenerg-6946	342	32	the	the	DET
fuelectenerg-6946	342	33	input	input	NOUN
fuelectenerg-6946	342	34	file	file	NOUN
fuelectenerg-6946	342	35	format	format	NOUN
fuelectenerg-6946	342	36	de	de	X
fuelectenerg-6946	342	37	facto	facto	X
fuelectenerg-6946	342	38	standard	standard	NOUN
fuelectenerg-6946	342	39	for	for	ADP
fuelectenerg-6946	342	40	network	network	NOUN
fuelectenerg-6946	342	41	traffic	traffic	NOUN
fuelectenerg-6946	342	42	capture	capture	NOUN
fuelectenerg-6946	342	43	and	and	CCONJ
fuelectenerg-6946	342	44	storage	storage	NOUN
fuelectenerg-6946	342	45	is	be	AUX
fuelectenerg-6946	342	46	pcap	pcap	NOUN
fuelectenerg-6946	342	47	file	file	NOUN
fuelectenerg-6946	342	48	format	format	NOUN
fuelectenerg-6946	342	49	,	,	PUNCT
fuelectenerg-6946	342	50	which	which	PRON
fuelectenerg-6946	342	51	is	be	AUX
fuelectenerg-6946	342	52	used	use	VERB
fuelectenerg-6946	342	53	by	by	ADP
fuelectenerg-6946	342	54	various	various	ADJ
fuelectenerg-6946	342	55	well	well	ADV
fuelectenerg-6946	342	56	known	know	VERB
fuelectenerg-6946	342	57	network	network	NOUN
fuelectenerg-6946	342	58	tools	tool	NOUN
fuelectenerg-6946	342	59	such	such	ADJ
fuelectenerg-6946	342	60	as	as	ADP
fuelectenerg-6946	342	61	wireshark	wireshark	NOUN
fuelectenerg-6946	342	62	,	,	PUNCT
fuelectenerg-6946	342	63	tcpdump	tcpdump	NOUN
fuelectenerg-6946	342	64	,	,	PUNCT
fuelectenerg-6946	342	65	libcap	libcap	NOUN
fuelectenerg-6946	342	66	,	,	PUNCT
fuelectenerg-6946	342	67	etc	etc	X
fuelectenerg-6946	342	68	.	.	X
fuelectenerg-6946	343	1	[	[	X
fuelectenerg-6946	343	2	3	3	NUM
fuelectenerg-6946	343	3	]	]	PUNCT
fuelectenerg-6946	343	4	.	.	PUNCT
fuelectenerg-6946	344	1	the	the	DET
fuelectenerg-6946	344	2	internal	internal	ADJ
fuelectenerg-6946	344	3	structure	structure	NOUN
fuelectenerg-6946	344	4	of	of	ADP
fuelectenerg-6946	344	5	pcap	pcap	NOUN
fuelectenerg-6946	344	6	file	file	NOUN
fuelectenerg-6946	344	7	is	be	AUX
fuelectenerg-6946	344	8	given	give	VERB
fuelectenerg-6946	344	9	in	in	ADP
fuelectenerg-6946	344	10	fig	fig	NOUN
fuelectenerg-6946	344	11	.	.	PUNCT
fuelectenerg-6946	345	1	5	5	X
fuelectenerg-6946	345	2	.	.	X
fuelectenerg-6946	345	3	the	the	DET
fuelectenerg-6946	345	4	file	file	NOUN
fuelectenerg-6946	345	5	begins	begin	VERB
fuelectenerg-6946	345	6	with	with	ADP
fuelectenerg-6946	345	7	global	global	ADJ
fuelectenerg-6946	345	8	header	header	NOUN
fuelectenerg-6946	345	9	,	,	PUNCT
fuelectenerg-6946	345	10	after	after	ADP
fuelectenerg-6946	345	11	which	which	PRON
fuelectenerg-6946	345	12	the	the	DET
fuelectenerg-6946	345	13	particular	particular	ADJ
fuelectenerg-6946	345	14	network	network	NOUN
fuelectenerg-6946	345	15	traffic	traffic	NOUN
fuelectenerg-6946	345	16	packets	packet	NOUN
fuelectenerg-6946	345	17	follow	follow	VERB
fuelectenerg-6946	345	18	.	.	PUNCT
fuelectenerg-6946	346	1	global	global	ADJ
fuelectenerg-6946	346	2	header	header	NOUN
fuelectenerg-6946	346	3	contains	contain	VERB
fuelectenerg-6946	346	4	,	,	PUNCT
fuelectenerg-6946	346	5	among	among	ADP
fuelectenerg-6946	346	6	the	the	DET
fuelectenerg-6946	346	7	others	other	NOUN
fuelectenerg-6946	346	8	,	,	PUNCT
fuelectenerg-6946	346	9	two	two	NUM
fuelectenerg-6946	346	10	important	important	ADJ
fuelectenerg-6946	346	11	information	information	NOUN
fuelectenerg-6946	346	12	(	(	PUNCT
fuelectenerg-6946	346	13	fig	fig	NOUN
fuelectenerg-6946	346	14	.	.	PUNCT
fuelectenerg-6946	346	15	5	5	NUM
fuelectenerg-6946	346	16	):	):	PUNCT
fuelectenerg-6946	346	17	the	the	DET
fuelectenerg-6946	346	18	network	network	NOUN
fuelectenerg-6946	346	19	protocol	protocol	NOUN
fuelectenerg-6946	346	20	of	of	ADP
fuelectenerg-6946	346	21	the	the	DET
fuelectenerg-6946	346	22	stored	store	VERB
fuelectenerg-6946	346	23	packets	packet	NOUN
fuelectenerg-6946	346	24	(	(	PUNCT
fuelectenerg-6946	346	25	network	network	NOUN
fuelectenerg-6946	346	26	)	)	PUNCT
fuelectenerg-6946	346	27	,	,	PUNCT
fuelectenerg-6946	346	28	and	and	CCONJ
fuelectenerg-6946	346	29	the	the	DET
fuelectenerg-6946	346	30	maximum	maximum	ADJ
fuelectenerg-6946	346	31	length	length	NOUN
fuelectenerg-6946	346	32	of	of	ADP
fuelectenerg-6946	346	33	the	the	DET
fuelectenerg-6946	346	34	stored	store	VERB
fuelectenerg-6946	346	35	packets	packet	NOUN
fuelectenerg-6946	346	36	(	(	PUNCT
fuelectenerg-6946	346	37	snaplen	snaplen	VERB
fuelectenerg-6946	346	38	)	)	PUNCT
fuelectenerg-6946	346	39	.	.	PUNCT
fuelectenerg-6946	347	1	the	the	DET
fuelectenerg-6946	347	2	network	network	NOUN
fuelectenerg-6946	347	3	protocol	protocol	NOUN
fuelectenerg-6946	347	4	is	be	AUX
fuelectenerg-6946	347	5	in	in	ADP
fuelectenerg-6946	347	6	the	the	DET
fuelectenerg-6946	347	7	most	most	ADJ
fuelectenerg-6946	347	8	of	of	ADP
fuelectenerg-6946	347	9	cases	case	NOUN
fuelectenerg-6946	347	10	ethernet	ethernet	NOUN
fuelectenerg-6946	347	11	protocol	protocol	NOUN
fuelectenerg-6946	347	12	,	,	PUNCT
fuelectenerg-6946	347	13	but	but	CCONJ
fuelectenerg-6946	347	14	it	it	PRON
fuelectenerg-6946	347	15	can	can	AUX
fuelectenerg-6946	347	16	be	be	AUX
fuelectenerg-6946	347	17	ip	ip	ADJ
fuelectenerg-6946	347	18	or	or	CCONJ
fuelectenerg-6946	347	19	any	any	DET
fuelectenerg-6946	347	20	other	other	ADJ
fuelectenerg-6946	347	21	.	.	PUNCT
fuelectenerg-6946	348	1	the	the	DET
fuelectenerg-6946	348	2	maximum	maximum	ADJ
fuelectenerg-6946	348	3	length	length	NOUN
fuelectenerg-6946	348	4	of	of	ADP
fuelectenerg-6946	348	5	the	the	DET
fuelectenerg-6946	348	6	stored	store	VERB
fuelectenerg-6946	348	7	packets	packet	NOUN
fuelectenerg-6946	348	8	is	be	AUX
fuelectenerg-6946	348	9	the	the	DET
fuelectenerg-6946	348	10	feature	feature	NOUN
fuelectenerg-6946	348	11	that	that	PRON
fuelectenerg-6946	348	12	enables	enable	VERB
fuelectenerg-6946	348	13	storage	storage	NOUN
fuelectenerg-6946	348	14	of	of	ADP
fuelectenerg-6946	348	15	the	the	DET
fuelectenerg-6946	348	16	beginning	beginning	NOUN
fuelectenerg-6946	348	17	of	of	ADP
fuelectenerg-6946	348	18	the	the	DET
fuelectenerg-6946	348	19	packets	packet	NOUN
fuelectenerg-6946	348	20	only	only	ADV
fuelectenerg-6946	348	21	,	,	PUNCT
fuelectenerg-6946	348	22	for	for	ADP
fuelectenerg-6946	348	23	the	the	DET
fuelectenerg-6946	348	24	sake	sake	NOUN
fuelectenerg-6946	348	25	of	of	ADP
fuelectenerg-6946	348	26	efficiency	efficiency	NOUN
fuelectenerg-6946	348	27	,	,	PUNCT
fuelectenerg-6946	348	28	in	in	ADP
fuelectenerg-6946	348	29	the	the	DET
fuelectenerg-6946	348	30	cases	case	NOUN
fuelectenerg-6946	348	31	when	when	SCONJ
fuelectenerg-6946	348	32	only	only	ADV
fuelectenerg-6946	348	33	headers	header	NOUN
fuelectenerg-6946	348	34	are	be	AUX
fuelectenerg-6946	348	35	required	require	VERB
fuelectenerg-6946	348	36	.	.	PUNCT
fuelectenerg-6946	349	1	in	in	ADP
fuelectenerg-6946	349	2	such	such	ADJ
fuelectenerg-6946	349	3	cases	case	NOUN
fuelectenerg-6946	349	4	snaplen	snaplen	VERB
fuelectenerg-6946	349	5	value	value	NOUN
fuelectenerg-6946	349	6	is	be	AUX
fuelectenerg-6946	349	7	less	less	ADJ
fuelectenerg-6946	349	8	then	then	ADV
fuelectenerg-6946	349	9	the	the	DET
fuelectenerg-6946	349	10	value	value	NOUN
fuelectenerg-6946	349	11	indicating	indicate	VERB
fuelectenerg-6946	349	12	original	original	ADJ
fuelectenerg-6946	349	13	packet	packet	NOUN
fuelectenerg-6946	349	14	len	len	NOUN
fuelectenerg-6946	349	15	in	in	ADP
fuelectenerg-6946	349	16	the	the	DET
fuelectenerg-6946	349	17	actual	actual	ADJ
fuelectenerg-6946	349	18	header	header	NOUN
fuelectenerg-6946	349	19	of	of	ADP
fuelectenerg-6946	349	20	the	the	DET
fuelectenerg-6946	349	21	packet	packet	NOUN
fuelectenerg-6946	349	22	,	,	PUNCT
fuelectenerg-6946	349	23	showing	show	VERB
fuelectenerg-6946	349	24	that	that	SCONJ
fuelectenerg-6946	349	25	only	only	ADV
fuelectenerg-6946	349	26	the	the	DET
fuelectenerg-6946	349	27	first	first	ADJ
fuelectenerg-6946	349	28	snaplen	snaplen	VERB
fuelectenerg-6946	349	29	bytes	byte	NOUN
fuelectenerg-6946	349	30	of	of	ADP
fuelectenerg-6946	349	31	the	the	DET
fuelectenerg-6946	349	32	packet	packet	NOUN
fuelectenerg-6946	349	33	are	be	AUX
fuelectenerg-6946	349	34	stored	store	VERB
fuelectenerg-6946	349	35	.	.	PUNCT
fuelectenerg-6946	350	1	each	each	DET
fuelectenerg-6946	350	2	packet	packet	NOUN
fuelectenerg-6946	350	3	header	header	NOUN
fuelectenerg-6946	350	4	from	from	ADP
fuelectenerg-6946	350	5	fig	fig	NOUN
fuelectenerg-6946	350	6	.	.	PUNCT
fuelectenerg-6946	351	1	5	5	NUM
fuelectenerg-6946	351	2	contains	contain	VERB
fuelectenerg-6946	351	3	the	the	DET
fuelectenerg-6946	351	4	information	information	NOUN
fuelectenerg-6946	351	5	about	about	ADP
fuelectenerg-6946	351	6	the	the	DET
fuelectenerg-6946	351	7	stored	store	VERB
fuelectenerg-6946	351	8	network	network	NOUN
fuelectenerg-6946	351	9	packet	packet	NOUN
fuelectenerg-6946	351	10	and	and	CCONJ
fuelectenerg-6946	351	11	should	should	AUX
fuelectenerg-6946	351	12	not	not	PART
fuelectenerg-6946	351	13	be	be	AUX
fuelectenerg-6946	351	14	confused	confuse	VERB
fuelectenerg-6946	351	15	with	with	ADP
fuelectenerg-6946	351	16	actual	actual	ADJ
fuelectenerg-6946	351	17	network	network	NOUN
fuelectenerg-6946	351	18	protocol	protocol	NOUN
fuelectenerg-6946	351	19	header	header	NOUN
fuelectenerg-6946	351	20	.	.	PUNCT
fuelectenerg-6946	352	1	the	the	DET
fuelectenerg-6946	352	2	packet	packet	NOUN
fuelectenerg-6946	352	3	header	header	NOUN
fuelectenerg-6946	352	4	from	from	ADP
fuelectenerg-6946	352	5	fig	fig	NOUN
fuelectenerg-6946	352	6	.	.	PUNCT
fuelectenerg-6946	353	1	5	5	NUM
fuelectenerg-6946	353	2	contains	contain	VERB
fuelectenerg-6946	353	3	pcap	pcap	NOUN
fuelectenerg-6946	353	4	information	information	NOUN
fuelectenerg-6946	353	5	about	about	ADP
fuelectenerg-6946	353	6	the	the	DET
fuelectenerg-6946	353	7	time	time	NOUN
fuelectenerg-6946	353	8	when	when	SCONJ
fuelectenerg-6946	353	9	the	the	DET
fuelectenerg-6946	353	10	packet	packet	NOUN
fuelectenerg-6946	353	11	is	be	AUX
fuelectenerg-6946	353	12	captured	capture	VERB
fuelectenerg-6946	353	13	(	(	PUNCT
fuelectenerg-6946	353	14	ts	ts	ADP
fuelectenerg-6946	353	15	sec	sec	PROPN
fuelectenerg-6946	353	16	and	and	CCONJ
fuelectenerg-6946	353	17	ts	ts	ADP
fuelectenerg-6946	353	18	usec	usec	PROPN
fuelectenerg-6946	353	19	)	)	PUNCT
fuelectenerg-6946	353	20	,	,	PUNCT
fuelectenerg-6946	353	21	and	and	CCONJ
fuelectenerg-6946	353	22	its	its	PRON
fuelectenerg-6946	353	23	length	length	NOUN
fuelectenerg-6946	353	24	(	(	PUNCT
fuelectenerg-6946	353	25	incl	incl	NOUN
fuelectenerg-6946	353	26	len	len	NOUN
fuelectenerg-6946	353	27	and	and	CCONJ
fuelectenerg-6946	353	28	orig	orig	NUM
fuelectenerg-6946	353	29	len	len	PROPN
fuelectenerg-6946	353	30	)	)	PUNCT
fuelectenerg-6946	353	31	.	.	PUNCT
fuelectenerg-6946	354	1	fig	fig	NOUN
fuelectenerg-6946	354	2	.	.	PUNCT
fuelectenerg-6946	355	1	5	5	NUM
fuelectenerg-6946	355	2	:	:	PUNCT
fuelectenerg-6946	355	3	the	the	DET
fuelectenerg-6946	355	4	internal	internal	ADJ
fuelectenerg-6946	355	5	structure	structure	NOUN
fuelectenerg-6946	355	6	of	of	ADP
fuelectenerg-6946	355	7	pcap	pcap	NOUN
fuelectenerg-6946	355	8	file	file	NOUN
fuelectenerg-6946	355	9	as	as	ADP
fuelectenerg-6946	355	10	network	network	NOUN
fuelectenerg-6946	355	11	protocol	protocol	NOUN
fuelectenerg-6946	355	12	packets	packet	NOUN
fuelectenerg-6946	355	13	can	can	AUX
fuelectenerg-6946	355	14	have	have	VERB
fuelectenerg-6946	355	15	variable	variable	ADJ
fuelectenerg-6946	355	16	length	length	NOUN
fuelectenerg-6946	355	17	(	(	PUNCT
fuelectenerg-6946	355	18	from	from	ADP
fuelectenerg-6946	355	19	few	few	ADJ
fuelectenerg-6946	355	20	bytes	byte	NOUN
fuelectenerg-6946	355	21	to	to	ADP
fuelectenerg-6946	355	22	several	several	ADJ
fuelectenerg-6946	355	23	tens	ten	NOUN
fuelectenerg-6946	355	24	of	of	ADP
fuelectenerg-6946	355	25	kb	kb	PROPN
fuelectenerg-6946	355	26	,	,	PUNCT
fuelectenerg-6946	355	27	depending	depend	VERB
fuelectenerg-6946	355	28	on	on	ADP
fuelectenerg-6946	355	29	protocol	protocol	NOUN
fuelectenerg-6946	355	30	)	)	PUNCT
fuelectenerg-6946	355	31	,	,	PUNCT
fuelectenerg-6946	355	32	and	and	CCONJ
fuelectenerg-6946	355	33	hdfs	hdfs	NOUN
fuelectenerg-6946	355	34	blocks	block	NOUN
fuelectenerg-6946	355	35	are	be	AUX
fuelectenerg-6946	355	36	of	of	ADP
fuelectenerg-6946	355	37	the	the	DET
fuelectenerg-6946	355	38	fixed	fix	VERB
fuelectenerg-6946	355	39	size	size	NOUN
fuelectenerg-6946	355	40	,	,	PUNCT
fuelectenerg-6946	355	41	the	the	DET
fuelectenerg-6946	355	42	fields	field	NOUN
fuelectenerg-6946	355	43	incl	incl	NOUN
fuelectenerg-6946	355	44	len	len	NOUN
fuelectenerg-6946	355	45	and	and	CCONJ
fuelectenerg-6946	355	46	orig	orig	NOUN
fuelectenerg-6946	355	47	len	len	NOUN
fuelectenerg-6946	355	48	are	be	AUX
fuelectenerg-6946	355	49	of	of	ADP
fuelectenerg-6946	355	50	the	the	DET
fuelectenerg-6946	355	51	great	great	ADJ
fuelectenerg-6946	355	52	importance	importance	NOUN
fuelectenerg-6946	355	53	for	for	ADP
fuelectenerg-6946	355	54	the	the	DET
fuelectenerg-6946	355	55	proposed	propose	VERB
fuelectenerg-6946	355	56	system	system	NOUN
fuelectenerg-6946	355	57	.	.	PUNCT
fuelectenerg-6946	356	1	the	the	DET
fuelectenerg-6946	356	2	incl	incl	NOUN
fuelectenerg-6946	356	3	len	len	ADJ
fuelectenerg-6946	356	4	field	field	NOUN
fuelectenerg-6946	356	5	represents	represent	VERB
fuelectenerg-6946	356	6	the	the	DET
fuelectenerg-6946	356	7	length	length	NOUN
fuelectenerg-6946	356	8	of	of	ADP
fuelectenerg-6946	356	9	the	the	DET
fuelectenerg-6946	356	10	packet	packet	NOUN
fuelectenerg-6946	356	11	in	in	ADP
fuelectenerg-6946	356	12	bytes	byte	NOUN
fuelectenerg-6946	356	13	as	as	SCONJ
fuelectenerg-6946	356	14	it	it	PRON
fuelectenerg-6946	356	15	is	be	AUX
fuelectenerg-6946	356	16	stored	store	VERB
fuelectenerg-6946	356	17	in	in	ADP
fuelectenerg-6946	356	18	the	the	DET
fuelectenerg-6946	356	19	pcap	pcap	NOUN
fuelectenerg-6946	356	20	file	file	NOUN
fuelectenerg-6946	356	21	,	,	PUNCT
fuelectenerg-6946	356	22	while	while	SCONJ
fuelectenerg-6946	356	23	the	the	DET
fuelectenerg-6946	356	24	orig	orig	NOUN
fuelectenerg-6946	356	25	len	len	ADJ
fuelectenerg-6946	356	26	field	field	NOUN
fuelectenerg-6946	356	27	gives	give	VERB
fuelectenerg-6946	356	28	its	its	PRON
fuelectenerg-6946	356	29	original	original	ADJ
fuelectenerg-6946	356	30	length	length	NOUN
fuelectenerg-6946	356	31	in	in	ADP
fuelectenerg-6946	356	32	bytes	byte	NOUN
fuelectenerg-6946	356	33	as	as	SCONJ
fuelectenerg-6946	356	34	seen	see	VERB
fuelectenerg-6946	356	35	on	on	ADP
fuelectenerg-6946	356	36	the	the	DET
fuelectenerg-6946	356	37	network	network	NOUN
fuelectenerg-6946	356	38	.	.	PUNCT
fuelectenerg-6946	357	1	for	for	ADP
fuelectenerg-6946	357	2	each	each	DET
fuelectenerg-6946	357	3	packet	packet	NOUN
fuelectenerg-6946	357	4	the	the	DET
fuelectenerg-6946	357	5	following	follow	VERB
fuelectenerg-6946	357	6	relation	relation	NOUN
fuelectenerg-6946	357	7	stands	stand	VERB
fuelectenerg-6946	357	8	incl	incl	NOUN
fuelectenerg-6946	357	9	len	len	ADJ
fuelectenerg-6946	357	10	≤	≤	PROPN
fuelectenerg-6946	357	11	snap	snap	VERB
fuelectenerg-6946	357	12	len	len	ADJ
fuelectenerg-6946	357	13	≤	≤	PROPN
fuelectenerg-6946	357	14	orig	orig	NOUN
fuelectenerg-6946	357	15	len	len	NOUN
fuelectenerg-6946	357	16	,	,	PUNCT
fuelectenerg-6946	357	17	(	(	PUNCT
fuelectenerg-6946	357	18	1	1	X
fuelectenerg-6946	357	19	)	)	PUNCT
fuelectenerg-6946	357	20	where	where	SCONJ
fuelectenerg-6946	357	21	only	only	ADV
fuelectenerg-6946	357	22	the	the	DET
fuelectenerg-6946	357	23	first	first	ADJ
fuelectenerg-6946	357	24	incl	incl	NOUN
fuelectenerg-6946	357	25	len	len	ADJ
fuelectenerg-6946	357	26	bytes	byte	NOUN
fuelectenerg-6946	357	27	of	of	ADP
fuelectenerg-6946	357	28	each	each	DET
fuelectenerg-6946	357	29	packet	packet	NOUN
fuelectenerg-6946	357	30	are	be	AUX
fuelectenerg-6946	357	31	captured	capture	VERB
fuelectenerg-6946	357	32	in	in	ADP
fuelectenerg-6946	357	33	the	the	DET
fuelectenerg-6946	357	34	pcap	pcap	NOUN
fuelectenerg-6946	357	35	file	file	NOUN
fuelectenerg-6946	357	36	.	.	PUNCT
fuelectenerg-6946	358	1	here	here	ADV
fuelectenerg-6946	358	2	we	we	PRON
fuelectenerg-6946	358	3	will	will	AUX
fuelectenerg-6946	358	4	demonstrate	demonstrate	VERB
fuelectenerg-6946	358	5	and	and	CCONJ
fuelectenerg-6946	358	6	compare	compare	VERB
fuelectenerg-6946	358	7	several	several	ADJ
fuelectenerg-6946	358	8	techniques	technique	NOUN
fuelectenerg-6946	358	9	for	for	ADP
fuelectenerg-6946	358	10	input	input	NOUN
fuelectenerg-6946	358	11	splits	split	VERB
fuelectenerg-6946	358	12	design	design	NOUN
fuelectenerg-6946	358	13	,	,	PUNCT
fuelectenerg-6946	358	14	having	have	VERB
fuelectenerg-6946	358	15	in	in	ADP
fuelectenerg-6946	358	16	mind	mind	NOUN
fuelectenerg-6946	358	17	variable	variable	ADJ
fuelectenerg-6946	358	18	nature	nature	NOUN
fuelectenerg-6946	358	19	of	of	ADP
fuelectenerg-6946	358	20	network	network	NOUN
fuelectenerg-6946	358	21	traffic	traffic	NOUN
fuelectenerg-6946	358	22	packets	packet	NOUN
fuelectenerg-6946	358	23	.	.	PUNCT
fuelectenerg-6946	359	1	input	input	NOUN
fuelectenerg-6946	359	2	splits	split	VERB
fuelectenerg-6946	359	3	design	design	NOUN
fuelectenerg-6946	359	4	techniques	technique	NOUN
fuelectenerg-6946	359	5	for	for	ADP
fuelectenerg-6946	359	6	ids	id	NOUN
fuelectenerg-6946	359	7	on	on	ADP
fuelectenerg-6946	359	8	hadoop	hadoop	NOUN
fuelectenerg-6946	359	9	cluster	cluster	NOUN
fuelectenerg-6946	359	10	9	9	NUM
fuelectenerg-6946	359	11	4.2	4.2	NUM
fuelectenerg-6946	359	12	input	input	NOUN
fuelectenerg-6946	359	13	split	split	NOUN
fuelectenerg-6946	359	14	techniques	technique	NOUN
fuelectenerg-6946	359	15	we	we	PRON
fuelectenerg-6946	359	16	performed	perform	VERB
fuelectenerg-6946	359	17	experiments	experiment	NOUN
fuelectenerg-6946	359	18	with	with	ADP
fuelectenerg-6946	359	19	four	four	NUM
fuelectenerg-6946	359	20	different	different	ADJ
fuelectenerg-6946	359	21	input	input	NOUN
fuelectenerg-6946	359	22	split	split	NOUN
fuelectenerg-6946	359	23	designs	design	NOUN
fuelectenerg-6946	359	24	.	.	PUNCT
fuelectenerg-6946	360	1	within	within	ADP
fuelectenerg-6946	360	2	the	the	DET
fuelectenerg-6946	360	3	first	first	ADJ
fuelectenerg-6946	360	4	design	design	NOUN
fuelectenerg-6946	360	5	technique	technique	NOUN
fuelectenerg-6946	360	6	we	we	PRON
fuelectenerg-6946	360	7	use	use	VERB
fuelectenerg-6946	360	8	textual	textual	ADJ
fuelectenerg-6946	360	9	file	file	NOUN
fuelectenerg-6946	360	10	as	as	ADP
fuelectenerg-6946	360	11	an	an	DET
fuelectenerg-6946	360	12	input	input	NOUN
fuelectenerg-6946	360	13	,	,	PUNCT
fuelectenerg-6946	360	14	while	while	SCONJ
fuelectenerg-6946	360	15	in	in	ADP
fuelectenerg-6946	360	16	the	the	DET
fuelectenerg-6946	360	17	next	next	ADJ
fuelectenerg-6946	360	18	three	three	NUM
fuelectenerg-6946	360	19	techniques	technique	NOUN
fuelectenerg-6946	360	20	we	we	PRON
fuelectenerg-6946	360	21	use	use	VERB
fuelectenerg-6946	360	22	binary	binary	ADJ
fuelectenerg-6946	360	23	file	file	NOUN
fuelectenerg-6946	360	24	format	format	NOUN
fuelectenerg-6946	360	25	with	with	ADP
fuelectenerg-6946	360	26	different	different	ADJ
fuelectenerg-6946	360	27	network	network	NOUN
fuelectenerg-6946	360	28	packet	packet	NOUN
fuelectenerg-6946	360	29	and	and	CCONJ
fuelectenerg-6946	360	30	hdfs	hdfs	NOUN
fuelectenerg-6946	360	31	data	datum	NOUN
fuelectenerg-6946	360	32	block	block	NOUN
fuelectenerg-6946	360	33	aligning	align	VERB
fuelectenerg-6946	360	34	techniques	technique	NOUN
fuelectenerg-6946	360	35	.	.	PUNCT
fuelectenerg-6946	361	1	technique	technique	NOUN
fuelectenerg-6946	361	2	1	1	NUM
fuelectenerg-6946	361	3	tshark	tshark	NOUN
fuelectenerg-6946	361	4	packet	packet	NOUN
fuelectenerg-6946	361	5	pre	pre	VERB
fuelectenerg-6946	361	6	-	-	VERB
fuelectenerg-6946	361	7	decoding	decode	VERB
fuelectenerg-6946	361	8	the	the	DET
fuelectenerg-6946	361	9	simplest	simple	ADJ
fuelectenerg-6946	361	10	solution	solution	NOUN
fuelectenerg-6946	361	11	regarding	regard	VERB
fuelectenerg-6946	361	12	the	the	DET
fuelectenerg-6946	361	13	implementation	implementation	NOUN
fuelectenerg-6946	361	14	of	of	ADP
fuelectenerg-6946	361	15	the	the	DET
fuelectenerg-6946	361	16	map	map	NOUN
fuelectenerg-6946	361	17	and	and	CCONJ
fuelectenerg-6946	361	18	reduce	reduce	VERB
fuelectenerg-6946	361	19	functions	function	NOUN
fuelectenerg-6946	361	20	is	be	AUX
fuelectenerg-6946	361	21	to	to	PART
fuelectenerg-6946	361	22	use	use	VERB
fuelectenerg-6946	361	23	input	input	NOUN
fuelectenerg-6946	361	24	file	file	NOUN
fuelectenerg-6946	361	25	in	in	ADP
fuelectenerg-6946	361	26	textual	textual	ADJ
fuelectenerg-6946	361	27	format	format	NOUN
fuelectenerg-6946	361	28	,	,	PUNCT
fuelectenerg-6946	361	29	and	and	CCONJ
fuelectenerg-6946	361	30	to	to	PART
fuelectenerg-6946	361	31	pre	pre	ADJ
fuelectenerg-6946	361	32	-	-	ADJ
fuelectenerg-6946	361	33	decode	decode	ADJ
fuelectenerg-6946	361	34	captured	capture	VERB
fuelectenerg-6946	361	35	network	network	NOUN
fuelectenerg-6946	361	36	traffic	traffic	NOUN
fuelectenerg-6946	361	37	prior	prior	ADV
fuelectenerg-6946	361	38	to	to	ADP
fuelectenerg-6946	361	39	placing	place	VERB
fuelectenerg-6946	361	40	the	the	DET
fuelectenerg-6946	361	41	input	input	NOUN
fuelectenerg-6946	361	42	file	file	NOUN
fuelectenerg-6946	361	43	on	on	ADP
fuelectenerg-6946	361	44	the	the	DET
fuelectenerg-6946	361	45	hdfs	hdfs	NOUN
fuelectenerg-6946	361	46	.	.	PUNCT
fuelectenerg-6946	362	1	the	the	DET
fuelectenerg-6946	362	2	paper	paper	NOUN
fuelectenerg-6946	363	1	[	[	X
fuelectenerg-6946	363	2	12	12	NUM
fuelectenerg-6946	363	3	]	]	PUNCT
fuelectenerg-6946	363	4	deals	deal	NOUN
fuelectenerg-6946	363	5	with	with	ADP
fuelectenerg-6946	363	6	this	this	DET
fuelectenerg-6946	363	7	particular	particular	ADJ
fuelectenerg-6946	363	8	type	type	NOUN
fuelectenerg-6946	363	9	of	of	ADP
fuelectenerg-6946	363	10	implementation	implementation	NOUN
fuelectenerg-6946	363	11	.	.	PUNCT
fuelectenerg-6946	364	1	as	as	SCONJ
fuelectenerg-6946	364	2	malicious	malicious	ADJ
fuelectenerg-6946	364	3	attempts	attempt	NOUN
fuelectenerg-6946	364	4	can	can	AUX
fuelectenerg-6946	364	5	be	be	AUX
fuelectenerg-6946	364	6	recognized	recognize	VERB
fuelectenerg-6946	364	7	from	from	ADP
fuelectenerg-6946	364	8	their	their	PRON
fuelectenerg-6946	364	9	signatures	signature	NOUN
fuelectenerg-6946	364	10	in	in	ADP
fuelectenerg-6946	364	11	the	the	DET
fuelectenerg-6946	364	12	form	form	NOUN
fuelectenerg-6946	364	13	of	of	ADP
fuelectenerg-6946	364	14	character	character	NOUN
fuelectenerg-6946	364	15	or	or	CCONJ
fuelectenerg-6946	364	16	byte	byte	NOUN
fuelectenerg-6946	364	17	arrays	array	VERB
fuelectenerg-6946	364	18	,	,	PUNCT
fuelectenerg-6946	364	19	pcap	pcap	NOUN
fuelectenerg-6946	364	20	file	file	NOUN
fuelectenerg-6946	364	21	should	should	AUX
fuelectenerg-6946	364	22	be	be	AUX
fuelectenerg-6946	364	23	decoded	decode	VERB
fuelectenerg-6946	364	24	in	in	ADP
fuelectenerg-6946	364	25	order	order	NOUN
fuelectenerg-6946	364	26	to	to	PART
fuelectenerg-6946	364	27	obtain	obtain	VERB
fuelectenerg-6946	364	28	data	datum	NOUN
fuelectenerg-6946	364	29	in	in	ADP
fuelectenerg-6946	364	30	plain	plain	ADJ
fuelectenerg-6946	364	31	text	text	NOUN
fuelectenerg-6946	364	32	from	from	ADP
fuelectenerg-6946	364	33	all	all	DET
fuelectenerg-6946	364	34	headers	header	NOUN
fuelectenerg-6946	364	35	of	of	ADP
fuelectenerg-6946	364	36	encapsulating	encapsulate	VERB
fuelectenerg-6946	364	37	network	network	NOUN
fuelectenerg-6946	364	38	protocols	protocol	NOUN
fuelectenerg-6946	364	39	(	(	PUNCT
fuelectenerg-6946	364	40	i.e.	i.e.	X
fuelectenerg-6946	364	41	ethernet	ethernet	NOUN
fuelectenerg-6946	364	42	,	,	PUNCT
fuelectenerg-6946	364	43	ip	ip	ADJ
fuelectenerg-6946	364	44	,	,	PUNCT
fuelectenerg-6946	364	45	and	and	CCONJ
fuelectenerg-6946	364	46	tcp	tcp	PROPN
fuelectenerg-6946	364	47	)	)	PUNCT
fuelectenerg-6946	364	48	,	,	PUNCT
fuelectenerg-6946	364	49	including	include	VERB
fuelectenerg-6946	364	50	data	datum	NOUN
fuelectenerg-6946	364	51	carried	carry	VERB
fuelectenerg-6946	364	52	by	by	ADP
fuelectenerg-6946	364	53	the	the	DET
fuelectenerg-6946	364	54	application	application	NOUN
fuelectenerg-6946	364	55	layer	layer	NOUN
fuelectenerg-6946	364	56	.	.	PUNCT
fuelectenerg-6946	365	1	in	in	ADP
fuelectenerg-6946	365	2	this	this	DET
fuelectenerg-6946	365	3	case	case	NOUN
fuelectenerg-6946	365	4	it	it	PRON
fuelectenerg-6946	365	5	is	be	AUX
fuelectenerg-6946	365	6	not	not	PART
fuelectenerg-6946	365	7	necessary	necessary	ADJ
fuelectenerg-6946	365	8	to	to	PART
fuelectenerg-6946	365	9	implement	implement	VERB
fuelectenerg-6946	365	10	custom	custom	NOUN
fuelectenerg-6946	365	11	hadoop	hadoop	NOUN
fuelectenerg-6946	365	12	inputformat	inputformat	NOUN
fuelectenerg-6946	365	13	,	,	PUNCT
fuelectenerg-6946	365	14	but	but	CCONJ
fuelectenerg-6946	365	15	the	the	DET
fuelectenerg-6946	365	16	textinputformat	textinputformat	NOUN
fuelectenerg-6946	365	17	can	can	AUX
fuelectenerg-6946	365	18	be	be	AUX
fuelectenerg-6946	365	19	used	use	VERB
fuelectenerg-6946	365	20	instead	instead	ADV
fuelectenerg-6946	365	21	.	.	PUNCT
fuelectenerg-6946	366	1	we	we	PRON
fuelectenerg-6946	366	2	use	use	VERB
fuelectenerg-6946	366	3	tshark	tshark	NOUN
fuelectenerg-6946	366	4	linux	linux	PROPN
fuelectenerg-6946	366	5	command	command	PROPN
fuelectenerg-6946	366	6	line	line	NOUN
fuelectenerg-6946	366	7	tool	tool	NOUN
fuelectenerg-6946	366	8	for	for	ADP
fuelectenerg-6946	366	9	network	network	NOUN
fuelectenerg-6946	366	10	traffic	traffic	NOUN
fuelectenerg-6946	366	11	decoding	decoding	NOUN
fuelectenerg-6946	366	12	.	.	PUNCT
fuelectenerg-6946	367	1	the	the	DET
fuelectenerg-6946	367	2	example	example	NOUN
fuelectenerg-6946	367	3	of	of	ADP
fuelectenerg-6946	367	4	tshark	tshark	NOUN
fuelectenerg-6946	367	5	tool	tool	NOUN
fuelectenerg-6946	367	6	usage	usage	NOUN
fuelectenerg-6946	367	7	is	be	AUX
fuelectenerg-6946	367	8	:	:	PUNCT
fuelectenerg-6946	367	9	tshark	tshark	NOUN
fuelectenerg-6946	367	10	-r	-r	NOUN
fuelectenerg-6946	367	11	<	<	X
fuelectenerg-6946	367	12	pcapfilename	pcapfilename	X
fuelectenerg-6946	367	13	>	>	X
fuelectenerg-6946	367	14	-t	-t	PUNCT
fuelectenerg-6946	367	15	fields	field	NOUN
fuelectenerg-6946	367	16	-e	-e	NOUN
fuelectenerg-6946	367	17	separator=	separator=	NUM
fuelectenerg-6946	367	18	,	,	PUNCT
fuelectenerg-6946	367	19	-e	-e	ADJ
fuelectenerg-6946	367	20	ip.addr	ip.addr	ADP
fuelectenerg-6946	367	21	-e	-e	PROPN
fuelectenerg-6946	367	22	ws.col.protocol	ws.col.protocol	PROPN
fuelectenerg-6946	367	23	-e	-e	NOUN
fuelectenerg-6946	367	24	tcp.port	tcp.port	X
fuelectenerg-6946	367	25	-e	-e	X
fuelectenerg-6946	367	26	udp.port	udp.port	NOUN
fuelectenerg-6946	367	27	-e	-e	NUM
fuelectenerg-6946	367	28	data	datum	NOUN
fuelectenerg-6946	367	29	>	>	PUNCT
fuelectenerg-6946	367	30	output.txt	output.txt	X
fuelectenerg-6946	367	31	each	each	DET
fuelectenerg-6946	367	32	line	line	NOUN
fuelectenerg-6946	367	33	in	in	ADP
fuelectenerg-6946	367	34	the	the	DET
fuelectenerg-6946	367	35	output.txt	output.txt	PROPN
fuelectenerg-6946	367	36	contains	contain	VERB
fuelectenerg-6946	367	37	the	the	DET
fuelectenerg-6946	367	38	information	information	NOUN
fuelectenerg-6946	367	39	from	from	ADP
fuelectenerg-6946	367	40	one	one	NUM
fuelectenerg-6946	367	41	fetched	fetch	VERB
fuelectenerg-6946	367	42	network	network	NOUN
fuelectenerg-6946	367	43	packet	packet	NOUN
fuelectenerg-6946	367	44	,	,	PUNCT
fuelectenerg-6946	367	45	which	which	PRON
fuelectenerg-6946	367	46	now	now	ADV
fuelectenerg-6946	367	47	represents	represent	VERB
fuelectenerg-6946	367	48	the	the	DET
fuelectenerg-6946	367	49	input	input	NOUN
fuelectenerg-6946	367	50	file	file	NOUN
fuelectenerg-6946	367	51	for	for	ADP
fuelectenerg-6946	367	52	hdfs	hdfs	NOUN
fuelectenerg-6946	367	53	.	.	PUNCT
fuelectenerg-6946	368	1	the	the	DET
fuelectenerg-6946	368	2	input	input	NOUN
fuelectenerg-6946	368	3	file	file	NOUN
fuelectenerg-6946	368	4	is	be	AUX
fuelectenerg-6946	368	5	divided	divide	VERB
fuelectenerg-6946	368	6	in	in	ADP
fuelectenerg-6946	368	7	input	input	NOUN
fuelectenerg-6946	368	8	splits	split	NOUN
fuelectenerg-6946	368	9	,	,	PUNCT
fuelectenerg-6946	368	10	and	and	CCONJ
fuelectenerg-6946	368	11	each	each	DET
fuelectenerg-6946	368	12	map	map	NOUN
fuelectenerg-6946	368	13	task	task	NOUN
fuelectenerg-6946	368	14	is	be	AUX
fuelectenerg-6946	368	15	fed	feed	VERB
fuelectenerg-6946	368	16	by	by	ADP
fuelectenerg-6946	368	17	one	one	NUM
fuelectenerg-6946	368	18	input	input	NOUN
fuelectenerg-6946	368	19	split	split	NOUN
fuelectenerg-6946	368	20	.	.	PUNCT
fuelectenerg-6946	369	1	the	the	DET
fuelectenerg-6946	369	2	map	map	NOUN
fuelectenerg-6946	369	3	function	function	NOUN
fuelectenerg-6946	369	4	implemented	implement	VERB
fuelectenerg-6946	369	5	to	to	PART
fuelectenerg-6946	369	6	support	support	VERB
fuelectenerg-6946	369	7	this	this	DET
fuelectenerg-6946	369	8	technique	technique	NOUN
fuelectenerg-6946	369	9	takes	take	VERB
fuelectenerg-6946	369	10	one	one	NUM
fuelectenerg-6946	369	11	line	line	NOUN
fuelectenerg-6946	369	12	at	at	ADP
fuelectenerg-6946	369	13	the	the	DET
fuelectenerg-6946	369	14	time	time	NOUN
fuelectenerg-6946	369	15	,	,	PUNCT
fuelectenerg-6946	369	16	and	and	CCONJ
fuelectenerg-6946	369	17	executes	execute	VERB
fuelectenerg-6946	369	18	the	the	DET
fuelectenerg-6946	369	19	pattern	pattern	NOUN
fuelectenerg-6946	369	20	search	search	NOUN
fuelectenerg-6946	369	21	algorithm	algorithm	NOUN
fuelectenerg-6946	369	22	.	.	PUNCT
fuelectenerg-6946	370	1	if	if	SCONJ
fuelectenerg-6946	370	2	some	some	PRON
fuelectenerg-6946	370	3	of	of	ADP
fuelectenerg-6946	370	4	the	the	DET
fuelectenerg-6946	370	5	snort	snort	NOUN
fuelectenerg-6946	370	6	rules	rule	NOUN
fuelectenerg-6946	370	7	match	match	VERB
fuelectenerg-6946	370	8	the	the	DET
fuelectenerg-6946	370	9	malicious	malicious	ADJ
fuelectenerg-6946	370	10	network	network	NOUN
fuelectenerg-6946	370	11	packet	packet	NOUN
fuelectenerg-6946	370	12	,	,	PUNCT
fuelectenerg-6946	370	13	the	the	DET
fuelectenerg-6946	370	14	mapper	mapper	NOUN
fuelectenerg-6946	370	15	emits	emit	VERB
fuelectenerg-6946	370	16	<	<	X
fuelectenerg-6946	370	17	key	key	ADJ
fuelectenerg-6946	370	18	,	,	PUNCT
fuelectenerg-6946	370	19	value	value	NOUN
fuelectenerg-6946	370	20	>	>	X
fuelectenerg-6946	370	21	pair	pair	NOUN
fuelectenerg-6946	370	22	,	,	PUNCT
fuelectenerg-6946	370	23	where	where	SCONJ
fuelectenerg-6946	370	24	the	the	DET
fuelectenerg-6946	370	25	key	key	NOUN
fuelectenerg-6946	370	26	stands	stand	VERB
fuelectenerg-6946	370	27	for	for	ADP
fuelectenerg-6946	370	28	the	the	DET
fuelectenerg-6946	370	29	attack	attack	NOUN
fuelectenerg-6946	370	30	identification	identification	NOUN
fuelectenerg-6946	370	31	,	,	PUNCT
fuelectenerg-6946	370	32	while	while	SCONJ
fuelectenerg-6946	370	33	the	the	DET
fuelectenerg-6946	370	34	value	value	NOUN
fuelectenerg-6946	370	35	is	be	AUX
fuelectenerg-6946	370	36	constant	constant	ADJ
fuelectenerg-6946	370	37	1	1	NUM
fuelectenerg-6946	370	38	.	.	PUNCT
fuelectenerg-6946	371	1	having	have	VERB
fuelectenerg-6946	371	2	the	the	DET
fuelectenerg-6946	371	3	same	same	ADJ
fuelectenerg-6946	371	4	key	key	NOUN
fuelectenerg-6946	371	5	,	,	PUNCT
fuelectenerg-6946	371	6	the	the	DET
fuelectenerg-6946	371	7	results	result	NOUN
fuelectenerg-6946	371	8	from	from	ADP
fuelectenerg-6946	371	9	the	the	DET
fuelectenerg-6946	371	10	same	same	ADJ
fuelectenerg-6946	371	11	malicious	malicious	ADJ
fuelectenerg-6946	371	12	flow	flow	NOUN
fuelectenerg-6946	371	13	go	go	VERB
fuelectenerg-6946	371	14	to	to	ADP
fuelectenerg-6946	371	15	the	the	DET
fuelectenerg-6946	371	16	same	same	ADJ
fuelectenerg-6946	371	17	reducer	reducer	NOUN
fuelectenerg-6946	371	18	,	,	PUNCT
fuelectenerg-6946	371	19	which	which	PRON
fuelectenerg-6946	371	20	counts	count	VERB
fuelectenerg-6946	371	21	the	the	DET
fuelectenerg-6946	371	22	malicious	malicious	ADJ
fuelectenerg-6946	371	23	packets	packet	NOUN
fuelectenerg-6946	371	24	in	in	ADP
fuelectenerg-6946	371	25	the	the	DET
fuelectenerg-6946	371	26	flow	flow	NOUN
fuelectenerg-6946	371	27	and	and	CCONJ
fuelectenerg-6946	371	28	outputs	output	VERB
fuelectenerg-6946	371	29	the	the	DET
fuelectenerg-6946	371	30	result	result	NOUN
fuelectenerg-6946	371	31	.	.	PUNCT
fuelectenerg-6946	372	1	the	the	DET
fuelectenerg-6946	372	2	advantage	advantage	NOUN
fuelectenerg-6946	372	3	of	of	ADP
fuelectenerg-6946	372	4	this	this	DET
fuelectenerg-6946	372	5	approach	approach	NOUN
fuelectenerg-6946	372	6	is	be	AUX
fuelectenerg-6946	372	7	ease	ease	NOUN
fuelectenerg-6946	372	8	of	of	ADP
fuelectenerg-6946	372	9	hadoop	hadoop	NOUN
fuelectenerg-6946	372	10	implementation	implementation	NOUN
fuelectenerg-6946	372	11	,	,	PUNCT
fuelectenerg-6946	372	12	with	with	ADP
fuelectenerg-6946	372	13	the	the	DET
fuelectenerg-6946	372	14	drawback	drawback	NOUN
fuelectenerg-6946	372	15	that	that	PRON
fuelectenerg-6946	372	16	packet	packet	NOUN
fuelectenerg-6946	372	17	decoding	decoding	NOUN
fuelectenerg-6946	372	18	have	have	VERB
fuelectenerg-6946	372	19	to	to	PART
fuelectenerg-6946	372	20	be	be	AUX
fuelectenerg-6946	372	21	done	do	VERB
fuelectenerg-6946	372	22	prior	prior	ADV
fuelectenerg-6946	372	23	the	the	DET
fuelectenerg-6946	372	24	beginning	beginning	NOUN
fuelectenerg-6946	372	25	of	of	ADP
fuelectenerg-6946	372	26	hadoop	hadoop	NOUN
fuelectenerg-6946	372	27	program	program	NOUN
fuelectenerg-6946	372	28	and	and	CCONJ
fuelectenerg-6946	372	29	pattern	pattern	NOUN
fuelectenerg-6946	372	30	search	search	NOUN
fuelectenerg-6946	372	31	.	.	PUNCT
fuelectenerg-6946	373	1	technique	technique	NOUN
fuelectenerg-6946	373	2	2	2	NUM
fuelectenerg-6946	373	3	custom	custom	NOUN
fuelectenerg-6946	373	4	inputformat	inputformat	NOUN
fuelectenerg-6946	373	5	for	for	ADP
fuelectenerg-6946	373	6	pcap	pcap	NOUN
fuelectenerg-6946	373	7	input	input	NOUN
fuelectenerg-6946	373	8	in	in	ADP
fuelectenerg-6946	373	9	order	order	NOUN
fuelectenerg-6946	373	10	to	to	PART
fuelectenerg-6946	373	11	overcome	overcome	VERB
fuelectenerg-6946	373	12	disadvantages	disadvantage	NOUN
fuelectenerg-6946	373	13	of	of	ADP
fuelectenerg-6946	373	14	the	the	DET
fuelectenerg-6946	373	15	previous	previous	ADJ
fuelectenerg-6946	373	16	technique	technique	NOUN
fuelectenerg-6946	373	17	,	,	PUNCT
fuelectenerg-6946	373	18	pcap	pcap	NOUN
fuelectenerg-6946	373	19	file	file	NOUN
fuelectenerg-6946	373	20	have	have	VERB
fuelectenerg-6946	373	21	to	to	PART
fuelectenerg-6946	373	22	be	be	AUX
fuelectenerg-6946	373	23	used	use	VERB
fuelectenerg-6946	373	24	in	in	ADP
fuelectenerg-6946	373	25	the	the	DET
fuelectenerg-6946	373	26	original	original	ADJ
fuelectenerg-6946	373	27	binary	binary	ADJ
fuelectenerg-6946	373	28	format	format	NOUN
fuelectenerg-6946	373	29	,	,	PUNCT
fuelectenerg-6946	373	30	without	without	ADP
fuelectenerg-6946	373	31	pre	pre	ADJ
fuelectenerg-6946	373	32	-	-	ADJ
fuelectenerg-6946	373	33	decoding	decode	VERB
fuelectenerg-6946	373	34	.	.	PUNCT
fuelectenerg-6946	374	1	this	this	PRON
fuelectenerg-6946	374	2	can	can	AUX
fuelectenerg-6946	374	3	246	246	NUM
fuelectenerg-6946	374	4	v.	v.	ADP
fuelectenerg-6946	374	5	ćirić	ćirić	PROPN
fuelectenerg-6946	374	6	,	,	PUNCT
fuelectenerg-6946	374	7	d.	d.	PROPN
fuelectenerg-6946	374	8	cvetković	cvetković	PROPN
fuelectenerg-6946	374	9	,	,	PUNCT
fuelectenerg-6946	374	10	n.	n.	PROPN
fuelectenerg-6946	374	11	gavrilović	gavrilović	PROPN
fuelectenerg-6946	374	12	,	,	PUNCT
fuelectenerg-6946	374	13	n.	n.	PROPN
fuelectenerg-6946	374	14	stojanović	stojanović	PROPN
fuelectenerg-6946	374	15	,	,	PUNCT
fuelectenerg-6946	374	16	i.	i.	PROPN
fuelectenerg-6946	374	17	milentijević	milentijević	PROPN
fuelectenerg-6946	374	18	input	input	PROPN
fuelectenerg-6946	374	19	splits	split	VERB
fuelectenerg-6946	374	20	design	design	NOUN
fuelectenerg-6946	374	21	techniques	technique	NOUN
fuelectenerg-6946	374	22	for	for	ADP
fuelectenerg-6946	374	23	ids	id	NOUN
fuelectenerg-6946	374	24	on	on	ADP
fuelectenerg-6946	374	25	hadoop	hadoop	NOUN
fuelectenerg-6946	374	26	cluster	cluster	NOUN
fuelectenerg-6946	374	27	247246	247246	NUM
fuelectenerg-6946	374	28	v.	v.	ADP
fuelectenerg-6946	374	29	ćirić	ćirić	PROPN
fuelectenerg-6946	374	30	,	,	PUNCT
fuelectenerg-6946	374	31	d.	d.	PROPN
fuelectenerg-6946	374	32	cvetković	cvetković	PROPN
fuelectenerg-6946	374	33	,	,	PUNCT
fuelectenerg-6946	374	34	n.	n.	PROPN
fuelectenerg-6946	374	35	gavrilović	gavrilović	PROPN
fuelectenerg-6946	374	36	,	,	PUNCT
fuelectenerg-6946	374	37	n.	n.	PROPN
fuelectenerg-6946	374	38	stojanović	stojanović	PROPN
fuelectenerg-6946	374	39	,	,	PUNCT
fuelectenerg-6946	374	40	i.	i.	PROPN
fuelectenerg-6946	374	41	milentijević	milentijević	PROPN
fuelectenerg-6946	374	42	input	input	PROPN
fuelectenerg-6946	374	43	splits	split	VERB
fuelectenerg-6946	374	44	design	design	NOUN
fuelectenerg-6946	374	45	techniques	technique	NOUN
fuelectenerg-6946	374	46	for	for	ADP
fuelectenerg-6946	374	47	ids	id	NOUN
fuelectenerg-6946	374	48	on	on	ADP
fuelectenerg-6946	374	49	hadoop	hadoop	NOUN
fuelectenerg-6946	374	50	cluster	cluster	NOUN
fuelectenerg-6946	374	51	247	247	NUM
fuelectenerg-6946	374	52	10	10	NUM
fuelectenerg-6946	374	53	v.ciric	v.ciric	NOUN
fuelectenerg-6946	374	54	et	et	PROPN
fuelectenerg-6946	374	55	al	al	PROPN
fuelectenerg-6946	374	56	.	.	PROPN
fuelectenerg-6946	374	57	be	be	AUX
fuelectenerg-6946	374	58	achieved	achieve	VERB
fuelectenerg-6946	374	59	by	by	ADP
fuelectenerg-6946	374	60	implementation	implementation	NOUN
fuelectenerg-6946	374	61	of	of	ADP
fuelectenerg-6946	374	62	custom	custom	NOUN
fuelectenerg-6946	374	63	hadoop	hadoop	NOUN
fuelectenerg-6946	374	64	inputformat	inputformat	NOUN
fuelectenerg-6946	374	65	that	that	PRON
fuelectenerg-6946	374	66	will	will	AUX
fuelectenerg-6946	374	67	process	process	VERB
fuelectenerg-6946	374	68	pcap	pcap	NOUN
fuelectenerg-6946	374	69	files	file	NOUN
fuelectenerg-6946	374	70	.	.	PUNCT
fuelectenerg-6946	375	1	two	two	NUM
fuelectenerg-6946	375	2	considerations	consideration	NOUN
fuelectenerg-6946	375	3	should	should	AUX
fuelectenerg-6946	375	4	be	be	AUX
fuelectenerg-6946	375	5	taken	take	VERB
fuelectenerg-6946	375	6	into	into	ADP
fuelectenerg-6946	375	7	account	account	NOUN
fuelectenerg-6946	375	8	:	:	PUNCT
fuelectenerg-6946	375	9	(	(	PUNCT
fuelectenerg-6946	375	10	1	1	X
fuelectenerg-6946	375	11	)	)	PUNCT
fuelectenerg-6946	375	12	how	how	SCONJ
fuelectenerg-6946	375	13	to	to	PART
fuelectenerg-6946	375	14	divide	divide	VERB
fuelectenerg-6946	375	15	the	the	DET
fuelectenerg-6946	375	16	input	input	NOUN
fuelectenerg-6946	375	17	file	file	NOUN
fuelectenerg-6946	375	18	into	into	ADP
fuelectenerg-6946	375	19	input	input	NOUN
fuelectenerg-6946	375	20	splits	split	NOUN
fuelectenerg-6946	375	21	?	?	PUNCT
fuelectenerg-6946	376	1	(	(	PUNCT
fuelectenerg-6946	376	2	2	2	X
fuelectenerg-6946	376	3	)	)	PUNCT
fuelectenerg-6946	376	4	how	how	SCONJ
fuelectenerg-6946	376	5	to	to	PART
fuelectenerg-6946	376	6	read	read	VERB
fuelectenerg-6946	376	7	records	record	NOUN
fuelectenerg-6946	376	8	from	from	ADP
fuelectenerg-6946	376	9	an	an	DET
fuelectenerg-6946	376	10	input	input	NOUN
fuelectenerg-6946	376	11	split	split	NOUN
fuelectenerg-6946	376	12	and	and	CCONJ
fuelectenerg-6946	376	13	feed	feed	VERB
fuelectenerg-6946	376	14	them	they	PRON
fuelectenerg-6946	376	15	into	into	ADP
fuelectenerg-6946	376	16	the	the	DET
fuelectenerg-6946	376	17	map	map	NOUN
fuelectenerg-6946	376	18	function	function	NOUN
fuelectenerg-6946	376	19	?	?	PUNCT
fuelectenerg-6946	377	1	during	during	ADP
fuelectenerg-6946	377	2	the	the	DET
fuelectenerg-6946	377	3	input	input	NOUN
fuelectenerg-6946	377	4	file	file	NOUN
fuelectenerg-6946	377	5	processing	processing	NOUN
fuelectenerg-6946	377	6	and	and	CCONJ
fuelectenerg-6946	377	7	creation	creation	NOUN
fuelectenerg-6946	377	8	of	of	ADP
fuelectenerg-6946	377	9	each	each	DET
fuelectenerg-6946	377	10	input	input	NOUN
fuelectenerg-6946	377	11	split	split	NOUN
fuelectenerg-6946	377	12	,	,	PUNCT
fuelectenerg-6946	377	13	in	in	ADP
fuelectenerg-6946	377	14	this	this	DET
fuelectenerg-6946	377	15	technique	technique	NOUN
fuelectenerg-6946	377	16	we	we	PRON
fuelectenerg-6946	377	17	ensured	ensure	VERB
fuelectenerg-6946	377	18	that	that	SCONJ
fuelectenerg-6946	377	19	the	the	DET
fuelectenerg-6946	377	20	boundary	boundary	NOUN
fuelectenerg-6946	377	21	between	between	ADP
fuelectenerg-6946	377	22	each	each	DET
fuelectenerg-6946	377	23	two	two	NUM
fuelectenerg-6946	377	24	adjacent	adjacent	ADJ
fuelectenerg-6946	377	25	input	input	NOUN
fuelectenerg-6946	377	26	splits	split	NOUN
fuelectenerg-6946	377	27	is	be	AUX
fuelectenerg-6946	377	28	exactly	exactly	ADV
fuelectenerg-6946	377	29	at	at	ADP
fuelectenerg-6946	377	30	the	the	DET
fuelectenerg-6946	377	31	boundary	boundary	NOUN
fuelectenerg-6946	377	32	between	between	ADP
fuelectenerg-6946	377	33	two	two	NUM
fuelectenerg-6946	377	34	packets	packet	NOUN
fuelectenerg-6946	377	35	(	(	PUNCT
fuelectenerg-6946	377	36	fig	fig	NOUN
fuelectenerg-6946	377	37	.	.	PUNCT
fuelectenerg-6946	377	38	6	6	NUM
fuelectenerg-6946	377	39	)	)	PUNCT
fuelectenerg-6946	377	40	.	.	PUNCT
fuelectenerg-6946	378	1	we	we	PRON
fuelectenerg-6946	378	2	crawled	crawl	VERB
fuelectenerg-6946	378	3	the	the	DET
fuelectenerg-6946	378	4	pcap	pcap	NOUN
fuelectenerg-6946	378	5	file	file	NOUN
fuelectenerg-6946	378	6	package	package	NOUN
fuelectenerg-6946	378	7	by	by	ADP
fuelectenerg-6946	378	8	package	package	NOUN
fuelectenerg-6946	378	9	until	until	ADP
fuelectenerg-6946	378	10	the	the	DET
fuelectenerg-6946	378	11	configured	configure	VERB
fuelectenerg-6946	378	12	block	block	NOUN
fuelectenerg-6946	378	13	size	size	NOUN
fuelectenerg-6946	378	14	limit	limit	NOUN
fuelectenerg-6946	378	15	(	(	PUNCT
fuelectenerg-6946	378	16	fig	fig	NOUN
fuelectenerg-6946	378	17	.	.	PUNCT
fuelectenerg-6946	378	18	6	6	NUM
fuelectenerg-6946	378	19	)	)	PUNCT
fuelectenerg-6946	378	20	.	.	PUNCT
fuelectenerg-6946	379	1	at	at	ADP
fuelectenerg-6946	379	2	that	that	DET
fuelectenerg-6946	379	3	point	point	NOUN
fuelectenerg-6946	379	4	,	,	PUNCT
fuelectenerg-6946	379	5	a	a	DET
fuelectenerg-6946	379	6	new	new	ADJ
fuelectenerg-6946	379	7	input	input	NOUN
fuelectenerg-6946	379	8	split	split	NOUN
fuelectenerg-6946	379	9	is	be	AUX
fuelectenerg-6946	379	10	created	create	VERB
fuelectenerg-6946	379	11	.	.	PUNCT
fuelectenerg-6946	380	1	since	since	SCONJ
fuelectenerg-6946	380	2	the	the	DET
fuelectenerg-6946	380	3	division	division	NOUN
fuelectenerg-6946	380	4	is	be	AUX
fuelectenerg-6946	380	5	performed	perform	VERB
fuelectenerg-6946	380	6	at	at	ADP
fuelectenerg-6946	380	7	the	the	DET
fuelectenerg-6946	380	8	packet	packet	NOUN
fuelectenerg-6946	380	9	boundaries	boundary	NOUN
fuelectenerg-6946	380	10	,	,	PUNCT
fuelectenerg-6946	380	11	the	the	DET
fuelectenerg-6946	380	12	sizes	size	NOUN
fuelectenerg-6946	380	13	of	of	ADP
fuelectenerg-6946	380	14	the	the	DET
fuelectenerg-6946	380	15	obtained	obtain	VERB
fuelectenerg-6946	380	16	input	input	NOUN
fuelectenerg-6946	380	17	splits	split	NOUN
fuelectenerg-6946	380	18	can	can	AUX
fuelectenerg-6946	380	19	differ	differ	VERB
fuelectenerg-6946	380	20	from	from	ADP
fuelectenerg-6946	380	21	each	each	DET
fuelectenerg-6946	380	22	other	other	ADJ
fuelectenerg-6946	380	23	,	,	PUNCT
fuelectenerg-6946	380	24	but	but	CCONJ
fuelectenerg-6946	380	25	no	no	PRON
fuelectenerg-6946	380	26	more	more	ADJ
fuelectenerg-6946	380	27	than	than	ADP
fuelectenerg-6946	380	28	the	the	DET
fuelectenerg-6946	380	29	maximum	maximum	ADJ
fuelectenerg-6946	380	30	length	length	NOUN
fuelectenerg-6946	380	31	of	of	ADP
fuelectenerg-6946	380	32	one	one	NUM
fuelectenerg-6946	380	33	packet	packet	NOUN
fuelectenerg-6946	380	34	,	,	PUNCT
fuelectenerg-6946	380	35	which	which	PRON
fuelectenerg-6946	380	36	is	be	AUX
fuelectenerg-6946	380	37	1536	1536	NUM
fuelectenerg-6946	380	38	bytes	byte	NOUN
fuelectenerg-6946	380	39	for	for	ADP
fuelectenerg-6946	380	40	ethernet	ethernet	NOUN
fuelectenerg-6946	380	41	)	)	PUNCT
fuelectenerg-6946	380	42	.	.	PUNCT
fuelectenerg-6946	381	1	fig	fig	NOUN
fuelectenerg-6946	381	2	.	.	PUNCT
fuelectenerg-6946	382	1	6	6	NUM
fuelectenerg-6946	382	2	:	:	PUNCT
fuelectenerg-6946	382	3	dividing	divide	VERB
fuelectenerg-6946	382	4	the	the	DET
fuelectenerg-6946	382	5	pcap	pcap	NOUN
fuelectenerg-6946	382	6	file	file	NOUN
fuelectenerg-6946	382	7	into	into	ADP
fuelectenerg-6946	382	8	input	input	NOUN
fuelectenerg-6946	382	9	splits	split	NOUN
fuelectenerg-6946	382	10	:	:	PUNCT
fuelectenerg-6946	382	11	(	(	PUNCT
fuelectenerg-6946	382	12	1	1	X
fuelectenerg-6946	382	13	)	)	PUNCT
fuelectenerg-6946	382	14	correct	correct	ADJ
fuelectenerg-6946	382	15	boundary	boundary	NOUN
fuelectenerg-6946	382	16	,	,	PUNCT
fuelectenerg-6946	382	17	(	(	PUNCT
fuelectenerg-6946	382	18	2	2	X
fuelectenerg-6946	382	19	)	)	PUNCT
fuelectenerg-6946	382	20	incorrect	incorrect	ADJ
fuelectenerg-6946	382	21	boundary	boundary	NOUN
fuelectenerg-6946	382	22	in	in	ADP
fuelectenerg-6946	382	23	order	order	NOUN
fuelectenerg-6946	382	24	to	to	PART
fuelectenerg-6946	382	25	perform	perform	VERB
fuelectenerg-6946	382	26	pattern	pattern	NOUN
fuelectenerg-6946	382	27	search	search	NOUN
fuelectenerg-6946	382	28	within	within	ADP
fuelectenerg-6946	382	29	the	the	DET
fuelectenerg-6946	382	30	map	map	NOUN
fuelectenerg-6946	382	31	function	function	NOUN
fuelectenerg-6946	382	32	,	,	PUNCT
fuelectenerg-6946	382	33	the	the	DET
fuelectenerg-6946	382	34	map	map	NOUN
fuelectenerg-6946	382	35	function	function	NOUN
fuelectenerg-6946	382	36	requires	require	VERB
fuelectenerg-6946	382	37	both	both	CCONJ
fuelectenerg-6946	382	38	the	the	DET
fuelectenerg-6946	382	39	packet	packet	NOUN
fuelectenerg-6946	382	40	header	header	NOUN
fuelectenerg-6946	382	41	and	and	CCONJ
fuelectenerg-6946	382	42	the	the	DET
fuelectenerg-6946	382	43	packet	packet	NOUN
fuelectenerg-6946	382	44	data	datum	NOUN
fuelectenerg-6946	382	45	.	.	PUNCT
fuelectenerg-6946	383	1	the	the	DET
fuelectenerg-6946	383	2	output	output	NOUN
fuelectenerg-6946	383	3	from	from	ADP
fuelectenerg-6946	383	4	the	the	DET
fuelectenerg-6946	383	5	mapper	mapper	NOUN
fuelectenerg-6946	383	6	is	be	AUX
fuelectenerg-6946	383	7	in	in	ADP
fuelectenerg-6946	383	8	the	the	DET
fuelectenerg-6946	383	9	form	form	NOUN
fuelectenerg-6946	383	10	<	<	X
fuelectenerg-6946	383	11	key	key	ADJ
fuelectenerg-6946	383	12	,	,	PUNCT
fuelectenerg-6946	383	13	value	value	NOUN
fuelectenerg-6946	383	14	>	>	X
fuelectenerg-6946	383	15	,	,	PUNCT
fuelectenerg-6946	383	16	where	where	SCONJ
fuelectenerg-6946	383	17	the	the	DET
fuelectenerg-6946	383	18	key	key	NOUN
fuelectenerg-6946	383	19	is	be	AUX
fuelectenerg-6946	383	20	the	the	DET
fuelectenerg-6946	383	21	offset	offset	NOUN
fuelectenerg-6946	383	22	of	of	ADP
fuelectenerg-6946	383	23	the	the	DET
fuelectenerg-6946	383	24	beginning	beginning	NOUN
fuelectenerg-6946	383	25	of	of	ADP
fuelectenerg-6946	383	26	the	the	DET
fuelectenerg-6946	383	27	packet	packet	NOUN
fuelectenerg-6946	383	28	header	header	NOUN
fuelectenerg-6946	383	29	,	,	PUNCT
fuelectenerg-6946	383	30	and	and	CCONJ
fuelectenerg-6946	383	31	the	the	DET
fuelectenerg-6946	383	32	value	value	NOUN
fuelectenerg-6946	383	33	is	be	AUX
fuelectenerg-6946	383	34	the	the	DET
fuelectenerg-6946	383	35	whole	whole	ADJ
fuelectenerg-6946	383	36	packet	packet	NOUN
fuelectenerg-6946	383	37	in	in	ADP
fuelectenerg-6946	383	38	its	its	PRON
fuelectenerg-6946	383	39	original	original	ADJ
fuelectenerg-6946	383	40	binary	binary	ADJ
fuelectenerg-6946	383	41	format	format	NOUN
fuelectenerg-6946	383	42	.	.	PUNCT
fuelectenerg-6946	384	1	in	in	ADP
fuelectenerg-6946	384	2	this	this	DET
fuelectenerg-6946	384	3	approach	approach	NOUN
fuelectenerg-6946	384	4	the	the	DET
fuelectenerg-6946	384	5	mapper	mapper	NOUN
fuelectenerg-6946	384	6	itself	itself	PRON
fuelectenerg-6946	384	7	decodes	decode	VERB
fuelectenerg-6946	384	8	the	the	DET
fuelectenerg-6946	384	9	binary	binary	NOUN
fuelectenerg-6946	384	10	packet	packet	NOUN
fuelectenerg-6946	384	11	and	and	CCONJ
fuelectenerg-6946	384	12	locates	locate	VERB
fuelectenerg-6946	384	13	all	all	DET
fuelectenerg-6946	384	14	required	require	VERB
fuelectenerg-6946	384	15	data	datum	NOUN
fuelectenerg-6946	384	16	(	(	PUNCT
fuelectenerg-6946	384	17	ip	ip	DET
fuelectenerg-6946	384	18	addresses	address	NOUN
fuelectenerg-6946	384	19	,	,	PUNCT
fuelectenerg-6946	384	20	ports	port	NOUN
fuelectenerg-6946	384	21	,	,	PUNCT
fuelectenerg-6946	384	22	payload	payload	NOUN
fuelectenerg-6946	384	23	,	,	PUNCT
fuelectenerg-6946	384	24	etc	etc	X
fuelectenerg-6946	384	25	.	.	X
fuelectenerg-6946	384	26	)	)	PUNCT
fuelectenerg-6946	384	27	,	,	PUNCT
fuelectenerg-6946	384	28	making	make	VERB
fuelectenerg-6946	384	29	the	the	DET
fuelectenerg-6946	384	30	decoding	decode	VERB
fuelectenerg-6946	384	31	distributed	distribute	VERB
fuelectenerg-6946	384	32	operation	operation	NOUN
fuelectenerg-6946	384	33	,	,	PUNCT
fuelectenerg-6946	384	34	as	as	ADV
fuelectenerg-6946	384	35	well	well	ADV
fuelectenerg-6946	384	36	.	.	PUNCT
fuelectenerg-6946	385	1	as	as	SCONJ
fuelectenerg-6946	385	2	myers	myers	PROPN
fuelectenerg-6946	385	3	algorithm	algorithm	PROPN
fuelectenerg-6946	385	4	natively	natively	ADV
fuelectenerg-6946	385	5	works	work	VERB
fuelectenerg-6946	385	6	with	with	ADP
fuelectenerg-6946	385	7	bytes	byte	NOUN
fuelectenerg-6946	385	8	,	,	PUNCT
fuelectenerg-6946	385	9	mapper	mapper	PROPN
fuelectenerg-6946	385	10	only	only	ADV
fuelectenerg-6946	385	11	have	have	VERB
fuelectenerg-6946	385	12	to	to	PART
fuelectenerg-6946	385	13	decode	decode	VERB
fuelectenerg-6946	385	14	the	the	DET
fuelectenerg-6946	385	15	packet	packet	NOUN
fuelectenerg-6946	385	16	up	up	ADP
fuelectenerg-6946	385	17	to	to	ADP
fuelectenerg-6946	385	18	the	the	DET
fuelectenerg-6946	385	19	application	application	NOUN
fuelectenerg-6946	385	20	layer	layer	NOUN
fuelectenerg-6946	385	21	(	(	PUNCT
fuelectenerg-6946	385	22	to	to	PART
fuelectenerg-6946	385	23	find	find	VERB
fuelectenerg-6946	385	24	ip	ip	DET
fuelectenerg-6946	385	25	addresses	address	NOUN
fuelectenerg-6946	385	26	and	and	CCONJ
fuelectenerg-6946	385	27	port	port	NOUN
fuelectenerg-6946	385	28	numbers	number	NOUN
fuelectenerg-6946	385	29	)	)	PUNCT
fuelectenerg-6946	385	30	,	,	PUNCT
fuelectenerg-6946	385	31	but	but	CCONJ
fuelectenerg-6946	385	32	not	not	PART
fuelectenerg-6946	385	33	the	the	DET
fuelectenerg-6946	385	34	application	application	NOUN
fuelectenerg-6946	385	35	layer	layer	NOUN
fuelectenerg-6946	385	36	payload	payload	NOUN
fuelectenerg-6946	385	37	itself	itself	PRON
fuelectenerg-6946	385	38	,	,	PUNCT
fuelectenerg-6946	385	39	which	which	PRON
fuelectenerg-6946	385	40	,	,	PUNCT
fuelectenerg-6946	385	41	compared	compare	VERB
fuelectenerg-6946	385	42	to	to	ADP
fuelectenerg-6946	385	43	tshark	tshark	VERB
fuelectenerg-6946	385	44	,	,	PUNCT
fuelectenerg-6946	385	45	reduces	reduce	VERB
fuelectenerg-6946	385	46	the	the	DET
fuelectenerg-6946	385	47	number	number	NOUN
fuelectenerg-6946	385	48	of	of	ADP
fuelectenerg-6946	385	49	operations	operation	NOUN
fuelectenerg-6946	385	50	required	require	VERB
fuelectenerg-6946	385	51	for	for	ADP
fuelectenerg-6946	385	52	decoding	decode	VERB
fuelectenerg-6946	385	53	.	.	PUNCT
fuelectenerg-6946	386	1	248	248	NUM
fuelectenerg-6946	386	2	v.	v.	ADP
fuelectenerg-6946	386	3	ćirić	ćirić	PROPN
fuelectenerg-6946	386	4	,	,	PUNCT
fuelectenerg-6946	386	5	d.	d.	PROPN
fuelectenerg-6946	386	6	cvetković	cvetković	PROPN
fuelectenerg-6946	386	7	,	,	PUNCT
fuelectenerg-6946	386	8	n.	n.	PROPN
fuelectenerg-6946	386	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	386	10	,	,	PUNCT
fuelectenerg-6946	386	11	n.	n.	PROPN
fuelectenerg-6946	386	12	stojanović	stojanović	PROPN
fuelectenerg-6946	386	13	,	,	PUNCT
fuelectenerg-6946	386	14	i.	i.	PROPN
fuelectenerg-6946	386	15	milentijević	milentijević	PROPN
fuelectenerg-6946	386	16	input	input	PROPN
fuelectenerg-6946	386	17	splits	split	VERB
fuelectenerg-6946	386	18	design	design	NOUN
fuelectenerg-6946	386	19	techniques	technique	NOUN
fuelectenerg-6946	386	20	for	for	ADP
fuelectenerg-6946	386	21	ids	id	NOUN
fuelectenerg-6946	386	22	on	on	ADP
fuelectenerg-6946	386	23	hadoop	hadoop	NOUN
fuelectenerg-6946	386	24	cluster	cluster	NOUN
fuelectenerg-6946	386	25	249248	249248	NUM
fuelectenerg-6946	386	26	v.	v.	ADP
fuelectenerg-6946	386	27	ćirić	ćirić	PROPN
fuelectenerg-6946	386	28	,	,	PUNCT
fuelectenerg-6946	386	29	d.	d.	PROPN
fuelectenerg-6946	386	30	cvetković	cvetković	PROPN
fuelectenerg-6946	386	31	,	,	PUNCT
fuelectenerg-6946	386	32	n.	n.	PROPN
fuelectenerg-6946	386	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	386	34	,	,	PUNCT
fuelectenerg-6946	386	35	n.	n.	PROPN
fuelectenerg-6946	386	36	stojanović	stojanović	PROPN
fuelectenerg-6946	386	37	,	,	PUNCT
fuelectenerg-6946	386	38	i.	i.	PROPN
fuelectenerg-6946	386	39	milentijević	milentijević	PROPN
fuelectenerg-6946	386	40	input	input	PROPN
fuelectenerg-6946	386	41	splits	split	VERB
fuelectenerg-6946	386	42	design	design	NOUN
fuelectenerg-6946	386	43	techniques	technique	NOUN
fuelectenerg-6946	386	44	for	for	ADP
fuelectenerg-6946	386	45	ids	id	NOUN
fuelectenerg-6946	386	46	on	on	ADP
fuelectenerg-6946	386	47	hadoop	hadoop	NOUN
fuelectenerg-6946	386	48	cluster	cluster	NOUN
fuelectenerg-6946	386	49	249	249	NUM
fuelectenerg-6946	386	50	10	10	NUM
fuelectenerg-6946	386	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	386	52	et	et	PROPN
fuelectenerg-6946	386	53	al	al	PROPN
fuelectenerg-6946	386	54	.	.	PROPN
fuelectenerg-6946	386	55	be	be	AUX
fuelectenerg-6946	386	56	achieved	achieve	VERB
fuelectenerg-6946	386	57	by	by	ADP
fuelectenerg-6946	386	58	implementation	implementation	NOUN
fuelectenerg-6946	386	59	of	of	ADP
fuelectenerg-6946	386	60	custom	custom	NOUN
fuelectenerg-6946	386	61	hadoop	hadoop	NOUN
fuelectenerg-6946	386	62	inputformat	inputformat	NOUN
fuelectenerg-6946	386	63	that	that	PRON
fuelectenerg-6946	386	64	will	will	AUX
fuelectenerg-6946	386	65	process	process	VERB
fuelectenerg-6946	386	66	pcap	pcap	NOUN
fuelectenerg-6946	386	67	files	file	NOUN
fuelectenerg-6946	386	68	.	.	PUNCT
fuelectenerg-6946	387	1	two	two	NUM
fuelectenerg-6946	387	2	considerations	consideration	NOUN
fuelectenerg-6946	387	3	should	should	AUX
fuelectenerg-6946	387	4	be	be	AUX
fuelectenerg-6946	387	5	taken	take	VERB
fuelectenerg-6946	387	6	into	into	ADP
fuelectenerg-6946	387	7	account	account	NOUN
fuelectenerg-6946	387	8	:	:	PUNCT
fuelectenerg-6946	387	9	(	(	PUNCT
fuelectenerg-6946	387	10	1	1	X
fuelectenerg-6946	387	11	)	)	PUNCT
fuelectenerg-6946	387	12	how	how	SCONJ
fuelectenerg-6946	387	13	to	to	PART
fuelectenerg-6946	387	14	divide	divide	VERB
fuelectenerg-6946	387	15	the	the	DET
fuelectenerg-6946	387	16	input	input	NOUN
fuelectenerg-6946	387	17	file	file	NOUN
fuelectenerg-6946	387	18	into	into	ADP
fuelectenerg-6946	387	19	input	input	NOUN
fuelectenerg-6946	387	20	splits	split	NOUN
fuelectenerg-6946	387	21	?	?	PUNCT
fuelectenerg-6946	388	1	(	(	PUNCT
fuelectenerg-6946	388	2	2	2	X
fuelectenerg-6946	388	3	)	)	PUNCT
fuelectenerg-6946	388	4	how	how	SCONJ
fuelectenerg-6946	388	5	to	to	PART
fuelectenerg-6946	388	6	read	read	VERB
fuelectenerg-6946	388	7	records	record	NOUN
fuelectenerg-6946	388	8	from	from	ADP
fuelectenerg-6946	388	9	an	an	DET
fuelectenerg-6946	388	10	input	input	NOUN
fuelectenerg-6946	388	11	split	split	NOUN
fuelectenerg-6946	388	12	and	and	CCONJ
fuelectenerg-6946	388	13	feed	feed	VERB
fuelectenerg-6946	388	14	them	they	PRON
fuelectenerg-6946	388	15	into	into	ADP
fuelectenerg-6946	388	16	the	the	DET
fuelectenerg-6946	388	17	map	map	NOUN
fuelectenerg-6946	388	18	function	function	NOUN
fuelectenerg-6946	388	19	?	?	PUNCT
fuelectenerg-6946	389	1	during	during	ADP
fuelectenerg-6946	389	2	the	the	DET
fuelectenerg-6946	389	3	input	input	NOUN
fuelectenerg-6946	389	4	file	file	NOUN
fuelectenerg-6946	389	5	processing	processing	NOUN
fuelectenerg-6946	389	6	and	and	CCONJ
fuelectenerg-6946	389	7	creation	creation	NOUN
fuelectenerg-6946	389	8	of	of	ADP
fuelectenerg-6946	389	9	each	each	DET
fuelectenerg-6946	389	10	input	input	NOUN
fuelectenerg-6946	389	11	split	split	NOUN
fuelectenerg-6946	389	12	,	,	PUNCT
fuelectenerg-6946	389	13	in	in	ADP
fuelectenerg-6946	389	14	this	this	DET
fuelectenerg-6946	389	15	technique	technique	NOUN
fuelectenerg-6946	389	16	we	we	PRON
fuelectenerg-6946	389	17	ensured	ensure	VERB
fuelectenerg-6946	389	18	that	that	SCONJ
fuelectenerg-6946	389	19	the	the	DET
fuelectenerg-6946	389	20	boundary	boundary	NOUN
fuelectenerg-6946	389	21	between	between	ADP
fuelectenerg-6946	389	22	each	each	DET
fuelectenerg-6946	389	23	two	two	NUM
fuelectenerg-6946	389	24	adjacent	adjacent	ADJ
fuelectenerg-6946	389	25	input	input	NOUN
fuelectenerg-6946	389	26	splits	split	NOUN
fuelectenerg-6946	389	27	is	be	AUX
fuelectenerg-6946	389	28	exactly	exactly	ADV
fuelectenerg-6946	389	29	at	at	ADP
fuelectenerg-6946	389	30	the	the	DET
fuelectenerg-6946	389	31	boundary	boundary	NOUN
fuelectenerg-6946	389	32	between	between	ADP
fuelectenerg-6946	389	33	two	two	NUM
fuelectenerg-6946	389	34	packets	packet	NOUN
fuelectenerg-6946	389	35	(	(	PUNCT
fuelectenerg-6946	389	36	fig	fig	NOUN
fuelectenerg-6946	389	37	.	.	PUNCT
fuelectenerg-6946	389	38	6	6	NUM
fuelectenerg-6946	389	39	)	)	PUNCT
fuelectenerg-6946	389	40	.	.	PUNCT
fuelectenerg-6946	390	1	we	we	PRON
fuelectenerg-6946	390	2	crawled	crawl	VERB
fuelectenerg-6946	390	3	the	the	DET
fuelectenerg-6946	390	4	pcap	pcap	NOUN
fuelectenerg-6946	390	5	file	file	NOUN
fuelectenerg-6946	390	6	package	package	NOUN
fuelectenerg-6946	390	7	by	by	ADP
fuelectenerg-6946	390	8	package	package	NOUN
fuelectenerg-6946	390	9	until	until	ADP
fuelectenerg-6946	390	10	the	the	DET
fuelectenerg-6946	390	11	configured	configure	VERB
fuelectenerg-6946	390	12	block	block	NOUN
fuelectenerg-6946	390	13	size	size	NOUN
fuelectenerg-6946	390	14	limit	limit	NOUN
fuelectenerg-6946	390	15	(	(	PUNCT
fuelectenerg-6946	390	16	fig	fig	NOUN
fuelectenerg-6946	390	17	.	.	PUNCT
fuelectenerg-6946	390	18	6	6	NUM
fuelectenerg-6946	390	19	)	)	PUNCT
fuelectenerg-6946	390	20	.	.	PUNCT
fuelectenerg-6946	391	1	at	at	ADP
fuelectenerg-6946	391	2	that	that	DET
fuelectenerg-6946	391	3	point	point	NOUN
fuelectenerg-6946	391	4	,	,	PUNCT
fuelectenerg-6946	391	5	a	a	DET
fuelectenerg-6946	391	6	new	new	ADJ
fuelectenerg-6946	391	7	input	input	NOUN
fuelectenerg-6946	391	8	split	split	NOUN
fuelectenerg-6946	391	9	is	be	AUX
fuelectenerg-6946	391	10	created	create	VERB
fuelectenerg-6946	391	11	.	.	PUNCT
fuelectenerg-6946	392	1	since	since	SCONJ
fuelectenerg-6946	392	2	the	the	DET
fuelectenerg-6946	392	3	division	division	NOUN
fuelectenerg-6946	392	4	is	be	AUX
fuelectenerg-6946	392	5	performed	perform	VERB
fuelectenerg-6946	392	6	at	at	ADP
fuelectenerg-6946	392	7	the	the	DET
fuelectenerg-6946	392	8	packet	packet	NOUN
fuelectenerg-6946	392	9	boundaries	boundary	NOUN
fuelectenerg-6946	392	10	,	,	PUNCT
fuelectenerg-6946	392	11	the	the	DET
fuelectenerg-6946	392	12	sizes	size	NOUN
fuelectenerg-6946	392	13	of	of	ADP
fuelectenerg-6946	392	14	the	the	DET
fuelectenerg-6946	392	15	obtained	obtain	VERB
fuelectenerg-6946	392	16	input	input	NOUN
fuelectenerg-6946	392	17	splits	split	NOUN
fuelectenerg-6946	392	18	can	can	AUX
fuelectenerg-6946	392	19	differ	differ	VERB
fuelectenerg-6946	392	20	from	from	ADP
fuelectenerg-6946	392	21	each	each	DET
fuelectenerg-6946	392	22	other	other	ADJ
fuelectenerg-6946	392	23	,	,	PUNCT
fuelectenerg-6946	392	24	but	but	CCONJ
fuelectenerg-6946	392	25	no	no	PRON
fuelectenerg-6946	392	26	more	more	ADJ
fuelectenerg-6946	392	27	than	than	ADP
fuelectenerg-6946	392	28	the	the	DET
fuelectenerg-6946	392	29	maximum	maximum	ADJ
fuelectenerg-6946	392	30	length	length	NOUN
fuelectenerg-6946	392	31	of	of	ADP
fuelectenerg-6946	392	32	one	one	NUM
fuelectenerg-6946	392	33	packet	packet	NOUN
fuelectenerg-6946	392	34	,	,	PUNCT
fuelectenerg-6946	392	35	which	which	PRON
fuelectenerg-6946	392	36	is	be	AUX
fuelectenerg-6946	392	37	1536	1536	NUM
fuelectenerg-6946	392	38	bytes	byte	NOUN
fuelectenerg-6946	392	39	for	for	ADP
fuelectenerg-6946	392	40	ethernet	ethernet	NOUN
fuelectenerg-6946	392	41	)	)	PUNCT
fuelectenerg-6946	392	42	.	.	PUNCT
fuelectenerg-6946	393	1	fig	fig	NOUN
fuelectenerg-6946	393	2	.	.	PUNCT
fuelectenerg-6946	394	1	6	6	NUM
fuelectenerg-6946	394	2	:	:	PUNCT
fuelectenerg-6946	394	3	dividing	divide	VERB
fuelectenerg-6946	394	4	the	the	DET
fuelectenerg-6946	394	5	pcap	pcap	NOUN
fuelectenerg-6946	394	6	file	file	NOUN
fuelectenerg-6946	394	7	into	into	ADP
fuelectenerg-6946	394	8	input	input	NOUN
fuelectenerg-6946	394	9	splits	split	NOUN
fuelectenerg-6946	394	10	:	:	PUNCT
fuelectenerg-6946	394	11	(	(	PUNCT
fuelectenerg-6946	394	12	1	1	X
fuelectenerg-6946	394	13	)	)	PUNCT
fuelectenerg-6946	394	14	correct	correct	ADJ
fuelectenerg-6946	394	15	boundary	boundary	NOUN
fuelectenerg-6946	394	16	,	,	PUNCT
fuelectenerg-6946	394	17	(	(	PUNCT
fuelectenerg-6946	394	18	2	2	X
fuelectenerg-6946	394	19	)	)	PUNCT
fuelectenerg-6946	394	20	incorrect	incorrect	ADJ
fuelectenerg-6946	394	21	boundary	boundary	NOUN
fuelectenerg-6946	394	22	in	in	ADP
fuelectenerg-6946	394	23	order	order	NOUN
fuelectenerg-6946	394	24	to	to	PART
fuelectenerg-6946	394	25	perform	perform	VERB
fuelectenerg-6946	394	26	pattern	pattern	NOUN
fuelectenerg-6946	394	27	search	search	NOUN
fuelectenerg-6946	394	28	within	within	ADP
fuelectenerg-6946	394	29	the	the	DET
fuelectenerg-6946	394	30	map	map	NOUN
fuelectenerg-6946	394	31	function	function	NOUN
fuelectenerg-6946	394	32	,	,	PUNCT
fuelectenerg-6946	394	33	the	the	DET
fuelectenerg-6946	394	34	map	map	NOUN
fuelectenerg-6946	394	35	function	function	NOUN
fuelectenerg-6946	394	36	requires	require	VERB
fuelectenerg-6946	394	37	both	both	CCONJ
fuelectenerg-6946	394	38	the	the	DET
fuelectenerg-6946	394	39	packet	packet	NOUN
fuelectenerg-6946	394	40	header	header	NOUN
fuelectenerg-6946	394	41	and	and	CCONJ
fuelectenerg-6946	394	42	the	the	DET
fuelectenerg-6946	394	43	packet	packet	NOUN
fuelectenerg-6946	394	44	data	datum	NOUN
fuelectenerg-6946	394	45	.	.	PUNCT
fuelectenerg-6946	395	1	the	the	DET
fuelectenerg-6946	395	2	output	output	NOUN
fuelectenerg-6946	395	3	from	from	ADP
fuelectenerg-6946	395	4	the	the	DET
fuelectenerg-6946	395	5	mapper	mapper	NOUN
fuelectenerg-6946	395	6	is	be	AUX
fuelectenerg-6946	395	7	in	in	ADP
fuelectenerg-6946	395	8	the	the	DET
fuelectenerg-6946	395	9	form	form	NOUN
fuelectenerg-6946	395	10	<	<	X
fuelectenerg-6946	395	11	key	key	ADJ
fuelectenerg-6946	395	12	,	,	PUNCT
fuelectenerg-6946	395	13	value	value	NOUN
fuelectenerg-6946	395	14	>	>	X
fuelectenerg-6946	395	15	,	,	PUNCT
fuelectenerg-6946	395	16	where	where	SCONJ
fuelectenerg-6946	395	17	the	the	DET
fuelectenerg-6946	395	18	key	key	NOUN
fuelectenerg-6946	395	19	is	be	AUX
fuelectenerg-6946	395	20	the	the	DET
fuelectenerg-6946	395	21	offset	offset	NOUN
fuelectenerg-6946	395	22	of	of	ADP
fuelectenerg-6946	395	23	the	the	DET
fuelectenerg-6946	395	24	beginning	beginning	NOUN
fuelectenerg-6946	395	25	of	of	ADP
fuelectenerg-6946	395	26	the	the	DET
fuelectenerg-6946	395	27	packet	packet	NOUN
fuelectenerg-6946	395	28	header	header	NOUN
fuelectenerg-6946	395	29	,	,	PUNCT
fuelectenerg-6946	395	30	and	and	CCONJ
fuelectenerg-6946	395	31	the	the	DET
fuelectenerg-6946	395	32	value	value	NOUN
fuelectenerg-6946	395	33	is	be	AUX
fuelectenerg-6946	395	34	the	the	DET
fuelectenerg-6946	395	35	whole	whole	ADJ
fuelectenerg-6946	395	36	packet	packet	NOUN
fuelectenerg-6946	395	37	in	in	ADP
fuelectenerg-6946	395	38	its	its	PRON
fuelectenerg-6946	395	39	original	original	ADJ
fuelectenerg-6946	395	40	binary	binary	ADJ
fuelectenerg-6946	395	41	format	format	NOUN
fuelectenerg-6946	395	42	.	.	PUNCT
fuelectenerg-6946	396	1	in	in	ADP
fuelectenerg-6946	396	2	this	this	DET
fuelectenerg-6946	396	3	approach	approach	NOUN
fuelectenerg-6946	396	4	the	the	DET
fuelectenerg-6946	396	5	mapper	mapper	NOUN
fuelectenerg-6946	396	6	itself	itself	PRON
fuelectenerg-6946	396	7	decodes	decode	VERB
fuelectenerg-6946	396	8	the	the	DET
fuelectenerg-6946	396	9	binary	binary	NOUN
fuelectenerg-6946	396	10	packet	packet	NOUN
fuelectenerg-6946	396	11	and	and	CCONJ
fuelectenerg-6946	396	12	locates	locate	VERB
fuelectenerg-6946	396	13	all	all	DET
fuelectenerg-6946	396	14	required	require	VERB
fuelectenerg-6946	396	15	data	datum	NOUN
fuelectenerg-6946	396	16	(	(	PUNCT
fuelectenerg-6946	396	17	ip	ip	DET
fuelectenerg-6946	396	18	addresses	address	NOUN
fuelectenerg-6946	396	19	,	,	PUNCT
fuelectenerg-6946	396	20	ports	port	NOUN
fuelectenerg-6946	396	21	,	,	PUNCT
fuelectenerg-6946	396	22	payload	payload	NOUN
fuelectenerg-6946	396	23	,	,	PUNCT
fuelectenerg-6946	396	24	etc	etc	X
fuelectenerg-6946	396	25	.	.	X
fuelectenerg-6946	396	26	)	)	PUNCT
fuelectenerg-6946	396	27	,	,	PUNCT
fuelectenerg-6946	396	28	making	make	VERB
fuelectenerg-6946	396	29	the	the	DET
fuelectenerg-6946	396	30	decoding	decode	VERB
fuelectenerg-6946	396	31	distributed	distribute	VERB
fuelectenerg-6946	396	32	operation	operation	NOUN
fuelectenerg-6946	396	33	,	,	PUNCT
fuelectenerg-6946	396	34	as	as	ADV
fuelectenerg-6946	396	35	well	well	ADV
fuelectenerg-6946	396	36	.	.	PUNCT
fuelectenerg-6946	397	1	as	as	SCONJ
fuelectenerg-6946	397	2	myers	myers	PROPN
fuelectenerg-6946	397	3	algorithm	algorithm	PROPN
fuelectenerg-6946	397	4	natively	natively	ADV
fuelectenerg-6946	397	5	works	work	VERB
fuelectenerg-6946	397	6	with	with	ADP
fuelectenerg-6946	397	7	bytes	byte	NOUN
fuelectenerg-6946	397	8	,	,	PUNCT
fuelectenerg-6946	397	9	mapper	mapper	PROPN
fuelectenerg-6946	397	10	only	only	ADV
fuelectenerg-6946	397	11	have	have	VERB
fuelectenerg-6946	397	12	to	to	PART
fuelectenerg-6946	397	13	decode	decode	VERB
fuelectenerg-6946	397	14	the	the	DET
fuelectenerg-6946	397	15	packet	packet	NOUN
fuelectenerg-6946	397	16	up	up	ADP
fuelectenerg-6946	397	17	to	to	ADP
fuelectenerg-6946	397	18	the	the	DET
fuelectenerg-6946	397	19	application	application	NOUN
fuelectenerg-6946	397	20	layer	layer	NOUN
fuelectenerg-6946	397	21	(	(	PUNCT
fuelectenerg-6946	397	22	to	to	PART
fuelectenerg-6946	397	23	find	find	VERB
fuelectenerg-6946	397	24	ip	ip	DET
fuelectenerg-6946	397	25	addresses	address	NOUN
fuelectenerg-6946	397	26	and	and	CCONJ
fuelectenerg-6946	397	27	port	port	NOUN
fuelectenerg-6946	397	28	numbers	number	NOUN
fuelectenerg-6946	397	29	)	)	PUNCT
fuelectenerg-6946	397	30	,	,	PUNCT
fuelectenerg-6946	397	31	but	but	CCONJ
fuelectenerg-6946	397	32	not	not	PART
fuelectenerg-6946	397	33	the	the	DET
fuelectenerg-6946	397	34	application	application	NOUN
fuelectenerg-6946	397	35	layer	layer	NOUN
fuelectenerg-6946	397	36	payload	payload	NOUN
fuelectenerg-6946	397	37	itself	itself	PRON
fuelectenerg-6946	397	38	,	,	PUNCT
fuelectenerg-6946	397	39	which	which	PRON
fuelectenerg-6946	397	40	,	,	PUNCT
fuelectenerg-6946	397	41	compared	compare	VERB
fuelectenerg-6946	397	42	to	to	ADP
fuelectenerg-6946	397	43	tshark	tshark	VERB
fuelectenerg-6946	397	44	,	,	PUNCT
fuelectenerg-6946	397	45	reduces	reduce	VERB
fuelectenerg-6946	397	46	the	the	DET
fuelectenerg-6946	397	47	number	number	NOUN
fuelectenerg-6946	397	48	of	of	ADP
fuelectenerg-6946	397	49	operations	operation	NOUN
fuelectenerg-6946	397	50	required	require	VERB
fuelectenerg-6946	397	51	for	for	ADP
fuelectenerg-6946	397	52	decoding	decode	VERB
fuelectenerg-6946	397	53	.	.	PUNCT
fuelectenerg-6946	398	1	248	248	NUM
fuelectenerg-6946	398	2	v.	v.	ADP
fuelectenerg-6946	398	3	ćirić	ćirić	PROPN
fuelectenerg-6946	398	4	,	,	PUNCT
fuelectenerg-6946	398	5	d.	d.	PROPN
fuelectenerg-6946	398	6	cvetković	cvetković	PROPN
fuelectenerg-6946	398	7	,	,	PUNCT
fuelectenerg-6946	398	8	n.	n.	PROPN
fuelectenerg-6946	398	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	398	10	,	,	PUNCT
fuelectenerg-6946	398	11	n.	n.	PROPN
fuelectenerg-6946	398	12	stojanović	stojanović	PROPN
fuelectenerg-6946	398	13	,	,	PUNCT
fuelectenerg-6946	398	14	i.	i.	PROPN
fuelectenerg-6946	398	15	milentijević	milentijević	PROPN
fuelectenerg-6946	398	16	input	input	PROPN
fuelectenerg-6946	398	17	splits	split	VERB
fuelectenerg-6946	398	18	design	design	NOUN
fuelectenerg-6946	398	19	techniques	technique	NOUN
fuelectenerg-6946	398	20	for	for	ADP
fuelectenerg-6946	398	21	ids	id	NOUN
fuelectenerg-6946	398	22	on	on	ADP
fuelectenerg-6946	398	23	hadoop	hadoop	NOUN
fuelectenerg-6946	398	24	cluster	cluster	NOUN
fuelectenerg-6946	398	25	249	249	NUM
fuelectenerg-6946	398	26	10	10	NUM
fuelectenerg-6946	398	27	v.ciric	v.ciric	NOUN
fuelectenerg-6946	398	28	et	et	PROPN
fuelectenerg-6946	398	29	al	al	PROPN
fuelectenerg-6946	398	30	.	.	PROPN
fuelectenerg-6946	398	31	be	be	AUX
fuelectenerg-6946	398	32	achieved	achieve	VERB
fuelectenerg-6946	398	33	by	by	ADP
fuelectenerg-6946	398	34	implementation	implementation	NOUN
fuelectenerg-6946	398	35	of	of	ADP
fuelectenerg-6946	398	36	custom	custom	NOUN
fuelectenerg-6946	398	37	hadoop	hadoop	NOUN
fuelectenerg-6946	398	38	inputformat	inputformat	NOUN
fuelectenerg-6946	398	39	that	that	PRON
fuelectenerg-6946	398	40	will	will	AUX
fuelectenerg-6946	398	41	process	process	VERB
fuelectenerg-6946	398	42	pcap	pcap	NOUN
fuelectenerg-6946	398	43	files	file	NOUN
fuelectenerg-6946	398	44	.	.	PUNCT
fuelectenerg-6946	399	1	two	two	NUM
fuelectenerg-6946	399	2	considerations	consideration	NOUN
fuelectenerg-6946	399	3	should	should	AUX
fuelectenerg-6946	399	4	be	be	AUX
fuelectenerg-6946	399	5	taken	take	VERB
fuelectenerg-6946	399	6	into	into	ADP
fuelectenerg-6946	399	7	account	account	NOUN
fuelectenerg-6946	399	8	:	:	PUNCT
fuelectenerg-6946	399	9	(	(	PUNCT
fuelectenerg-6946	399	10	1	1	X
fuelectenerg-6946	399	11	)	)	PUNCT
fuelectenerg-6946	399	12	how	how	SCONJ
fuelectenerg-6946	399	13	to	to	PART
fuelectenerg-6946	399	14	divide	divide	VERB
fuelectenerg-6946	399	15	the	the	DET
fuelectenerg-6946	399	16	input	input	NOUN
fuelectenerg-6946	399	17	file	file	NOUN
fuelectenerg-6946	399	18	into	into	ADP
fuelectenerg-6946	399	19	input	input	NOUN
fuelectenerg-6946	399	20	splits	split	NOUN
fuelectenerg-6946	399	21	?	?	PUNCT
fuelectenerg-6946	400	1	(	(	PUNCT
fuelectenerg-6946	400	2	2	2	X
fuelectenerg-6946	400	3	)	)	PUNCT
fuelectenerg-6946	400	4	how	how	SCONJ
fuelectenerg-6946	400	5	to	to	PART
fuelectenerg-6946	400	6	read	read	VERB
fuelectenerg-6946	400	7	records	record	NOUN
fuelectenerg-6946	400	8	from	from	ADP
fuelectenerg-6946	400	9	an	an	DET
fuelectenerg-6946	400	10	input	input	NOUN
fuelectenerg-6946	400	11	split	split	NOUN
fuelectenerg-6946	400	12	and	and	CCONJ
fuelectenerg-6946	400	13	feed	feed	VERB
fuelectenerg-6946	400	14	them	they	PRON
fuelectenerg-6946	400	15	into	into	ADP
fuelectenerg-6946	400	16	the	the	DET
fuelectenerg-6946	400	17	map	map	NOUN
fuelectenerg-6946	400	18	function	function	NOUN
fuelectenerg-6946	400	19	?	?	PUNCT
fuelectenerg-6946	401	1	during	during	ADP
fuelectenerg-6946	401	2	the	the	DET
fuelectenerg-6946	401	3	input	input	NOUN
fuelectenerg-6946	401	4	file	file	NOUN
fuelectenerg-6946	401	5	processing	processing	NOUN
fuelectenerg-6946	401	6	and	and	CCONJ
fuelectenerg-6946	401	7	creation	creation	NOUN
fuelectenerg-6946	401	8	of	of	ADP
fuelectenerg-6946	401	9	each	each	DET
fuelectenerg-6946	401	10	input	input	NOUN
fuelectenerg-6946	401	11	split	split	NOUN
fuelectenerg-6946	401	12	,	,	PUNCT
fuelectenerg-6946	401	13	in	in	ADP
fuelectenerg-6946	401	14	this	this	DET
fuelectenerg-6946	401	15	technique	technique	NOUN
fuelectenerg-6946	401	16	we	we	PRON
fuelectenerg-6946	401	17	ensured	ensure	VERB
fuelectenerg-6946	401	18	that	that	SCONJ
fuelectenerg-6946	401	19	the	the	DET
fuelectenerg-6946	401	20	boundary	boundary	NOUN
fuelectenerg-6946	401	21	between	between	ADP
fuelectenerg-6946	401	22	each	each	DET
fuelectenerg-6946	401	23	two	two	NUM
fuelectenerg-6946	401	24	adjacent	adjacent	ADJ
fuelectenerg-6946	401	25	input	input	NOUN
fuelectenerg-6946	401	26	splits	split	NOUN
fuelectenerg-6946	401	27	is	be	AUX
fuelectenerg-6946	401	28	exactly	exactly	ADV
fuelectenerg-6946	401	29	at	at	ADP
fuelectenerg-6946	401	30	the	the	DET
fuelectenerg-6946	401	31	boundary	boundary	NOUN
fuelectenerg-6946	401	32	between	between	ADP
fuelectenerg-6946	401	33	two	two	NUM
fuelectenerg-6946	401	34	packets	packet	NOUN
fuelectenerg-6946	401	35	(	(	PUNCT
fuelectenerg-6946	401	36	fig	fig	NOUN
fuelectenerg-6946	401	37	.	.	PUNCT
fuelectenerg-6946	401	38	6	6	NUM
fuelectenerg-6946	401	39	)	)	PUNCT
fuelectenerg-6946	401	40	.	.	PUNCT
fuelectenerg-6946	402	1	we	we	PRON
fuelectenerg-6946	402	2	crawled	crawl	VERB
fuelectenerg-6946	402	3	the	the	DET
fuelectenerg-6946	402	4	pcap	pcap	NOUN
fuelectenerg-6946	402	5	file	file	NOUN
fuelectenerg-6946	402	6	package	package	NOUN
fuelectenerg-6946	402	7	by	by	ADP
fuelectenerg-6946	402	8	package	package	NOUN
fuelectenerg-6946	402	9	until	until	ADP
fuelectenerg-6946	402	10	the	the	DET
fuelectenerg-6946	402	11	configured	configure	VERB
fuelectenerg-6946	402	12	block	block	NOUN
fuelectenerg-6946	402	13	size	size	NOUN
fuelectenerg-6946	402	14	limit	limit	NOUN
fuelectenerg-6946	402	15	(	(	PUNCT
fuelectenerg-6946	402	16	fig	fig	NOUN
fuelectenerg-6946	402	17	.	.	PUNCT
fuelectenerg-6946	402	18	6	6	NUM
fuelectenerg-6946	402	19	)	)	PUNCT
fuelectenerg-6946	402	20	.	.	PUNCT
fuelectenerg-6946	403	1	at	at	ADP
fuelectenerg-6946	403	2	that	that	DET
fuelectenerg-6946	403	3	point	point	NOUN
fuelectenerg-6946	403	4	,	,	PUNCT
fuelectenerg-6946	403	5	a	a	DET
fuelectenerg-6946	403	6	new	new	ADJ
fuelectenerg-6946	403	7	input	input	NOUN
fuelectenerg-6946	403	8	split	split	NOUN
fuelectenerg-6946	403	9	is	be	AUX
fuelectenerg-6946	403	10	created	create	VERB
fuelectenerg-6946	403	11	.	.	PUNCT
fuelectenerg-6946	404	1	since	since	SCONJ
fuelectenerg-6946	404	2	the	the	DET
fuelectenerg-6946	404	3	division	division	NOUN
fuelectenerg-6946	404	4	is	be	AUX
fuelectenerg-6946	404	5	performed	perform	VERB
fuelectenerg-6946	404	6	at	at	ADP
fuelectenerg-6946	404	7	the	the	DET
fuelectenerg-6946	404	8	packet	packet	NOUN
fuelectenerg-6946	404	9	boundaries	boundary	NOUN
fuelectenerg-6946	404	10	,	,	PUNCT
fuelectenerg-6946	404	11	the	the	DET
fuelectenerg-6946	404	12	sizes	size	NOUN
fuelectenerg-6946	404	13	of	of	ADP
fuelectenerg-6946	404	14	the	the	DET
fuelectenerg-6946	404	15	obtained	obtain	VERB
fuelectenerg-6946	404	16	input	input	NOUN
fuelectenerg-6946	404	17	splits	split	NOUN
fuelectenerg-6946	404	18	can	can	AUX
fuelectenerg-6946	404	19	differ	differ	VERB
fuelectenerg-6946	404	20	from	from	ADP
fuelectenerg-6946	404	21	each	each	DET
fuelectenerg-6946	404	22	other	other	ADJ
fuelectenerg-6946	404	23	,	,	PUNCT
fuelectenerg-6946	404	24	but	but	CCONJ
fuelectenerg-6946	404	25	no	no	PRON
fuelectenerg-6946	404	26	more	more	ADJ
fuelectenerg-6946	404	27	than	than	ADP
fuelectenerg-6946	404	28	the	the	DET
fuelectenerg-6946	404	29	maximum	maximum	ADJ
fuelectenerg-6946	404	30	length	length	NOUN
fuelectenerg-6946	404	31	of	of	ADP
fuelectenerg-6946	404	32	one	one	NUM
fuelectenerg-6946	404	33	packet	packet	NOUN
fuelectenerg-6946	404	34	,	,	PUNCT
fuelectenerg-6946	404	35	which	which	PRON
fuelectenerg-6946	404	36	is	be	AUX
fuelectenerg-6946	404	37	1536	1536	NUM
fuelectenerg-6946	404	38	bytes	byte	NOUN
fuelectenerg-6946	404	39	for	for	ADP
fuelectenerg-6946	404	40	ethernet	ethernet	NOUN
fuelectenerg-6946	404	41	)	)	PUNCT
fuelectenerg-6946	404	42	.	.	PUNCT
fuelectenerg-6946	405	1	fig	fig	NOUN
fuelectenerg-6946	405	2	.	.	PUNCT
fuelectenerg-6946	406	1	6	6	NUM
fuelectenerg-6946	406	2	:	:	PUNCT
fuelectenerg-6946	406	3	dividing	divide	VERB
fuelectenerg-6946	406	4	the	the	DET
fuelectenerg-6946	406	5	pcap	pcap	NOUN
fuelectenerg-6946	406	6	file	file	NOUN
fuelectenerg-6946	406	7	into	into	ADP
fuelectenerg-6946	406	8	input	input	NOUN
fuelectenerg-6946	406	9	splits	split	NOUN
fuelectenerg-6946	406	10	:	:	PUNCT
fuelectenerg-6946	406	11	(	(	PUNCT
fuelectenerg-6946	406	12	1	1	X
fuelectenerg-6946	406	13	)	)	PUNCT
fuelectenerg-6946	406	14	correct	correct	ADJ
fuelectenerg-6946	406	15	boundary	boundary	NOUN
fuelectenerg-6946	406	16	,	,	PUNCT
fuelectenerg-6946	406	17	(	(	PUNCT
fuelectenerg-6946	406	18	2	2	X
fuelectenerg-6946	406	19	)	)	PUNCT
fuelectenerg-6946	406	20	incorrect	incorrect	ADJ
fuelectenerg-6946	406	21	boundary	boundary	NOUN
fuelectenerg-6946	406	22	in	in	ADP
fuelectenerg-6946	406	23	order	order	NOUN
fuelectenerg-6946	406	24	to	to	PART
fuelectenerg-6946	406	25	perform	perform	VERB
fuelectenerg-6946	406	26	pattern	pattern	NOUN
fuelectenerg-6946	406	27	search	search	NOUN
fuelectenerg-6946	406	28	within	within	ADP
fuelectenerg-6946	406	29	the	the	DET
fuelectenerg-6946	406	30	map	map	NOUN
fuelectenerg-6946	406	31	function	function	NOUN
fuelectenerg-6946	406	32	,	,	PUNCT
fuelectenerg-6946	406	33	the	the	DET
fuelectenerg-6946	406	34	map	map	NOUN
fuelectenerg-6946	406	35	function	function	NOUN
fuelectenerg-6946	406	36	requires	require	VERB
fuelectenerg-6946	406	37	both	both	CCONJ
fuelectenerg-6946	406	38	the	the	DET
fuelectenerg-6946	406	39	packet	packet	NOUN
fuelectenerg-6946	406	40	header	header	NOUN
fuelectenerg-6946	406	41	and	and	CCONJ
fuelectenerg-6946	406	42	the	the	DET
fuelectenerg-6946	406	43	packet	packet	NOUN
fuelectenerg-6946	406	44	data	datum	NOUN
fuelectenerg-6946	406	45	.	.	PUNCT
fuelectenerg-6946	407	1	the	the	DET
fuelectenerg-6946	407	2	output	output	NOUN
fuelectenerg-6946	407	3	from	from	ADP
fuelectenerg-6946	407	4	the	the	DET
fuelectenerg-6946	407	5	mapper	mapper	NOUN
fuelectenerg-6946	407	6	is	be	AUX
fuelectenerg-6946	407	7	in	in	ADP
fuelectenerg-6946	407	8	the	the	DET
fuelectenerg-6946	407	9	form	form	NOUN
fuelectenerg-6946	407	10	<	<	X
fuelectenerg-6946	407	11	key	key	ADJ
fuelectenerg-6946	407	12	,	,	PUNCT
fuelectenerg-6946	407	13	value	value	NOUN
fuelectenerg-6946	407	14	>	>	X
fuelectenerg-6946	407	15	,	,	PUNCT
fuelectenerg-6946	407	16	where	where	SCONJ
fuelectenerg-6946	407	17	the	the	DET
fuelectenerg-6946	407	18	key	key	NOUN
fuelectenerg-6946	407	19	is	be	AUX
fuelectenerg-6946	407	20	the	the	DET
fuelectenerg-6946	407	21	offset	offset	NOUN
fuelectenerg-6946	407	22	of	of	ADP
fuelectenerg-6946	407	23	the	the	DET
fuelectenerg-6946	407	24	beginning	beginning	NOUN
fuelectenerg-6946	407	25	of	of	ADP
fuelectenerg-6946	407	26	the	the	DET
fuelectenerg-6946	407	27	packet	packet	NOUN
fuelectenerg-6946	407	28	header	header	NOUN
fuelectenerg-6946	407	29	,	,	PUNCT
fuelectenerg-6946	407	30	and	and	CCONJ
fuelectenerg-6946	407	31	the	the	DET
fuelectenerg-6946	407	32	value	value	NOUN
fuelectenerg-6946	407	33	is	be	AUX
fuelectenerg-6946	407	34	the	the	DET
fuelectenerg-6946	407	35	whole	whole	ADJ
fuelectenerg-6946	407	36	packet	packet	NOUN
fuelectenerg-6946	407	37	in	in	ADP
fuelectenerg-6946	407	38	its	its	PRON
fuelectenerg-6946	407	39	original	original	ADJ
fuelectenerg-6946	407	40	binary	binary	ADJ
fuelectenerg-6946	407	41	format	format	NOUN
fuelectenerg-6946	407	42	.	.	PUNCT
fuelectenerg-6946	408	1	in	in	ADP
fuelectenerg-6946	408	2	this	this	DET
fuelectenerg-6946	408	3	approach	approach	NOUN
fuelectenerg-6946	408	4	the	the	DET
fuelectenerg-6946	408	5	mapper	mapper	NOUN
fuelectenerg-6946	408	6	itself	itself	PRON
fuelectenerg-6946	408	7	decodes	decode	VERB
fuelectenerg-6946	408	8	the	the	DET
fuelectenerg-6946	408	9	binary	binary	NOUN
fuelectenerg-6946	408	10	packet	packet	NOUN
fuelectenerg-6946	408	11	and	and	CCONJ
fuelectenerg-6946	408	12	locates	locate	VERB
fuelectenerg-6946	408	13	all	all	DET
fuelectenerg-6946	408	14	required	require	VERB
fuelectenerg-6946	408	15	data	datum	NOUN
fuelectenerg-6946	408	16	(	(	PUNCT
fuelectenerg-6946	408	17	ip	ip	DET
fuelectenerg-6946	408	18	addresses	address	NOUN
fuelectenerg-6946	408	19	,	,	PUNCT
fuelectenerg-6946	408	20	ports	port	NOUN
fuelectenerg-6946	408	21	,	,	PUNCT
fuelectenerg-6946	408	22	payload	payload	NOUN
fuelectenerg-6946	408	23	,	,	PUNCT
fuelectenerg-6946	408	24	etc	etc	X
fuelectenerg-6946	408	25	.	.	X
fuelectenerg-6946	408	26	)	)	PUNCT
fuelectenerg-6946	408	27	,	,	PUNCT
fuelectenerg-6946	408	28	making	make	VERB
fuelectenerg-6946	408	29	the	the	DET
fuelectenerg-6946	408	30	decoding	decode	VERB
fuelectenerg-6946	408	31	distributed	distribute	VERB
fuelectenerg-6946	408	32	operation	operation	NOUN
fuelectenerg-6946	408	33	,	,	PUNCT
fuelectenerg-6946	408	34	as	as	ADV
fuelectenerg-6946	408	35	well	well	ADV
fuelectenerg-6946	408	36	.	.	PUNCT
fuelectenerg-6946	409	1	as	as	SCONJ
fuelectenerg-6946	409	2	myers	myers	PROPN
fuelectenerg-6946	409	3	algorithm	algorithm	PROPN
fuelectenerg-6946	409	4	natively	natively	ADV
fuelectenerg-6946	409	5	works	work	VERB
fuelectenerg-6946	409	6	with	with	ADP
fuelectenerg-6946	409	7	bytes	byte	NOUN
fuelectenerg-6946	409	8	,	,	PUNCT
fuelectenerg-6946	409	9	mapper	mapper	PROPN
fuelectenerg-6946	409	10	only	only	ADV
fuelectenerg-6946	409	11	have	have	VERB
fuelectenerg-6946	409	12	to	to	PART
fuelectenerg-6946	409	13	decode	decode	VERB
fuelectenerg-6946	409	14	the	the	DET
fuelectenerg-6946	409	15	packet	packet	NOUN
fuelectenerg-6946	409	16	up	up	ADP
fuelectenerg-6946	409	17	to	to	ADP
fuelectenerg-6946	409	18	the	the	DET
fuelectenerg-6946	409	19	application	application	NOUN
fuelectenerg-6946	409	20	layer	layer	NOUN
fuelectenerg-6946	409	21	(	(	PUNCT
fuelectenerg-6946	409	22	to	to	PART
fuelectenerg-6946	409	23	find	find	VERB
fuelectenerg-6946	409	24	ip	ip	DET
fuelectenerg-6946	409	25	addresses	address	NOUN
fuelectenerg-6946	409	26	and	and	CCONJ
fuelectenerg-6946	409	27	port	port	NOUN
fuelectenerg-6946	409	28	numbers	number	NOUN
fuelectenerg-6946	409	29	)	)	PUNCT
fuelectenerg-6946	409	30	,	,	PUNCT
fuelectenerg-6946	409	31	but	but	CCONJ
fuelectenerg-6946	409	32	not	not	PART
fuelectenerg-6946	409	33	the	the	DET
fuelectenerg-6946	409	34	application	application	NOUN
fuelectenerg-6946	409	35	layer	layer	NOUN
fuelectenerg-6946	409	36	payload	payload	NOUN
fuelectenerg-6946	409	37	itself	itself	PRON
fuelectenerg-6946	409	38	,	,	PUNCT
fuelectenerg-6946	409	39	which	which	PRON
fuelectenerg-6946	409	40	,	,	PUNCT
fuelectenerg-6946	409	41	compared	compare	VERB
fuelectenerg-6946	409	42	to	to	ADP
fuelectenerg-6946	409	43	tshark	tshark	VERB
fuelectenerg-6946	409	44	,	,	PUNCT
fuelectenerg-6946	409	45	reduces	reduce	VERB
fuelectenerg-6946	409	46	the	the	DET
fuelectenerg-6946	409	47	number	number	NOUN
fuelectenerg-6946	409	48	of	of	ADP
fuelectenerg-6946	409	49	operations	operation	NOUN
fuelectenerg-6946	409	50	required	require	VERB
fuelectenerg-6946	409	51	for	for	ADP
fuelectenerg-6946	409	52	decoding	decode	VERB
fuelectenerg-6946	409	53	.	.	PUNCT
fuelectenerg-6946	410	1	input	input	NOUN
fuelectenerg-6946	410	2	splits	split	VERB
fuelectenerg-6946	410	3	design	design	NOUN
fuelectenerg-6946	410	4	techniques	technique	NOUN
fuelectenerg-6946	410	5	for	for	ADP
fuelectenerg-6946	410	6	ids	id	NOUN
fuelectenerg-6946	410	7	on	on	ADP
fuelectenerg-6946	410	8	hadoop	hadoop	NOUN
fuelectenerg-6946	410	9	cluster	cluster	NOUN
fuelectenerg-6946	410	10	11	11	NUM
fuelectenerg-6946	410	11	technique	technique	NOUN
fuelectenerg-6946	410	12	3	3	NUM
fuelectenerg-6946	410	13	custom	custom	NOUN
fuelectenerg-6946	410	14	inputformatwith	inputformatwith	ADP
fuelectenerg-6946	410	15	probabilistic	probabilistic	ADJ
fuelectenerg-6946	410	16	packet	packet	NOUN
fuelectenerg-6946	410	17	boundary	boundary	ADJ
fuelectenerg-6946	410	18	detection	detection	NOUN
fuelectenerg-6946	410	19	although	although	SCONJ
fuelectenerg-6946	410	20	the	the	DET
fuelectenerg-6946	410	21	previous	previous	ADJ
fuelectenerg-6946	410	22	technique	technique	NOUN
fuelectenerg-6946	410	23	is	be	AUX
fuelectenerg-6946	410	24	much	much	ADV
fuelectenerg-6946	410	25	better	well	ADJ
fuelectenerg-6946	410	26	than	than	ADP
fuelectenerg-6946	410	27	tshark	tshark	NOUN
fuelectenerg-6946	410	28	packets	packet	NOUN
fuelectenerg-6946	410	29	decoding	decode	VERB
fuelectenerg-6946	410	30	due	due	ADP
fuelectenerg-6946	410	31	to	to	ADP
fuelectenerg-6946	410	32	its	its	PRON
fuelectenerg-6946	410	33	distributed	distribute	VERB
fuelectenerg-6946	410	34	packet	packet	NOUN
fuelectenerg-6946	410	35	decoding	decoding	NOUN
fuelectenerg-6946	410	36	,	,	PUNCT
fuelectenerg-6946	410	37	it	it	PRON
fuelectenerg-6946	410	38	still	still	ADV
fuelectenerg-6946	410	39	crawls	crawl	VERB
fuelectenerg-6946	410	40	from	from	ADP
fuelectenerg-6946	410	41	packet	packet	NOUN
fuelectenerg-6946	410	42	to	to	PART
fuelectenerg-6946	410	43	packet	packet	NOUN
fuelectenerg-6946	410	44	through	through	ADP
fuelectenerg-6946	410	45	the	the	DET
fuelectenerg-6946	410	46	pcap	pcap	NOUN
fuelectenerg-6946	410	47	file	file	NOUN
fuelectenerg-6946	410	48	with	with	ADP
fuelectenerg-6946	410	49	aim	aim	NOUN
fuelectenerg-6946	410	50	to	to	PART
fuelectenerg-6946	410	51	align	align	VERB
fuelectenerg-6946	410	52	the	the	DET
fuelectenerg-6946	410	53	boundary	boundary	NOUN
fuelectenerg-6946	410	54	of	of	ADP
fuelectenerg-6946	410	55	the	the	DET
fuelectenerg-6946	410	56	input	input	NOUN
fuelectenerg-6946	410	57	split	split	VERB
fuelectenerg-6946	410	58	with	with	ADP
fuelectenerg-6946	410	59	the	the	DET
fuelectenerg-6946	410	60	boundary	boundary	NOUN
fuelectenerg-6946	410	61	of	of	ADP
fuelectenerg-6946	410	62	the	the	DET
fuelectenerg-6946	410	63	packet	packet	NOUN
fuelectenerg-6946	410	64	.	.	PUNCT
fuelectenerg-6946	411	1	in	in	ADP
fuelectenerg-6946	411	2	order	order	NOUN
fuelectenerg-6946	411	3	to	to	PART
fuelectenerg-6946	411	4	do	do	AUX
fuelectenerg-6946	411	5	so	so	ADV
fuelectenerg-6946	411	6	,	,	PUNCT
fuelectenerg-6946	411	7	it	it	PRON
fuelectenerg-6946	411	8	loads	load	VERB
fuelectenerg-6946	411	9	each	each	DET
fuelectenerg-6946	411	10	network	network	NOUN
fuelectenerg-6946	411	11	packet	packet	NOUN
fuelectenerg-6946	411	12	into	into	ADP
fuelectenerg-6946	411	13	the	the	DET
fuelectenerg-6946	411	14	memory	memory	NOUN
fuelectenerg-6946	411	15	.	.	PUNCT
fuelectenerg-6946	412	1	this	this	PRON
fuelectenerg-6946	412	2	takes	take	VERB
fuelectenerg-6946	412	3	time	time	NOUN
fuelectenerg-6946	412	4	before	before	ADP
fuelectenerg-6946	412	5	the	the	DET
fuelectenerg-6946	412	6	start	start	NOUN
fuelectenerg-6946	412	7	of	of	ADP
fuelectenerg-6946	412	8	”	"	PUNCT
fuelectenerg-6946	412	9	useful	useful	ADJ
fuelectenerg-6946	412	10	”	"	PUNCT
fuelectenerg-6946	412	11	distributed	distribute	VERB
fuelectenerg-6946	412	12	processing	processing	NOUN
fuelectenerg-6946	412	13	,	,	PUNCT
fuelectenerg-6946	412	14	and	and	CCONJ
fuelectenerg-6946	412	15	slows	slow	VERB
fuelectenerg-6946	412	16	down	down	ADP
fuelectenerg-6946	412	17	whole	whole	ADJ
fuelectenerg-6946	412	18	processing	processing	NOUN
fuelectenerg-6946	412	19	.	.	PUNCT
fuelectenerg-6946	413	1	in	in	ADP
fuelectenerg-6946	413	2	order	order	NOUN
fuelectenerg-6946	413	3	to	to	PART
fuelectenerg-6946	413	4	avoid	avoid	VERB
fuelectenerg-6946	413	5	this	this	DET
fuelectenerg-6946	413	6	bottleneck	bottleneck	NOUN
fuelectenerg-6946	413	7	we	we	PRON
fuelectenerg-6946	413	8	propose	propose	VERB
fuelectenerg-6946	413	9	the	the	DET
fuelectenerg-6946	413	10	third	third	ADJ
fuelectenerg-6946	413	11	technique	technique	NOUN
fuelectenerg-6946	413	12	probabilistic	probabilistic	ADJ
fuelectenerg-6946	413	13	packet	packet	NOUN
fuelectenerg-6946	413	14	boundary	boundary	ADJ
fuelectenerg-6946	413	15	detection	detection	NOUN
fuelectenerg-6946	413	16	,	,	PUNCT
fuelectenerg-6946	413	17	where	where	SCONJ
fuelectenerg-6946	413	18	we	we	PRON
fuelectenerg-6946	413	19	assume	assume	VERB
fuelectenerg-6946	413	20	that	that	SCONJ
fuelectenerg-6946	413	21	pcap	pcap	NOUN
fuelectenerg-6946	413	22	file	file	NOUN
fuelectenerg-6946	413	23	contains	contain	VERB
fuelectenerg-6946	413	24	the	the	DET
fuelectenerg-6946	413	25	network	network	NOUN
fuelectenerg-6946	413	26	packets	packet	NOUN
fuelectenerg-6946	413	27	captured	capture	VERB
fuelectenerg-6946	413	28	only	only	ADV
fuelectenerg-6946	413	29	on	on	ADP
fuelectenerg-6946	413	30	the	the	DET
fuelectenerg-6946	413	31	data	datum	NOUN
fuelectenerg-6946	413	32	link	link	NOUN
fuelectenerg-6946	413	33	layer	layer	NOUN
fuelectenerg-6946	413	34	of	of	ADP
fuelectenerg-6946	413	35	the	the	DET
fuelectenerg-6946	413	36	osi	osi	PROPN
fuelectenerg-6946	413	37	reference	reference	NOUN
fuelectenerg-6946	413	38	model	model	NOUN
fuelectenerg-6946	413	39	,	,	PUNCT
fuelectenerg-6946	413	40	i.e.	i.e.	X
fuelectenerg-6946	413	41	that	that	SCONJ
fuelectenerg-6946	413	42	each	each	DET
fuelectenerg-6946	413	43	”	"	PUNCT
fuelectenerg-6946	413	44	packet	packet	NOUN
fuelectenerg-6946	413	45	”	"	PUNCT
fuelectenerg-6946	413	46	in	in	ADP
fuelectenerg-6946	413	47	the	the	DET
fuelectenerg-6946	413	48	pcap	pcap	NOUN
fuelectenerg-6946	413	49	file	file	NOUN
fuelectenerg-6946	413	50	is	be	AUX
fuelectenerg-6946	413	51	ethernet	ethernet	NOUN
fuelectenerg-6946	413	52	frame	frame	NOUN
fuelectenerg-6946	413	53	.	.	PUNCT
fuelectenerg-6946	414	1	let	let	VERB
fuelectenerg-6946	414	2	the	the	DET
fuelectenerg-6946	414	3	hdfs	hdfs	ADJ
fuelectenerg-6946	414	4	block	block	NOUN
fuelectenerg-6946	414	5	size	size	NOUN
fuelectenerg-6946	414	6	be	be	VERB
fuelectenerg-6946	414	7	z	z	NOUN
fuelectenerg-6946	414	8	bytes	byte	NOUN
fuelectenerg-6946	414	9	.	.	PUNCT
fuelectenerg-6946	415	1	here	here	ADV
fuelectenerg-6946	415	2	we	we	PRON
fuelectenerg-6946	415	3	propose	propose	VERB
fuelectenerg-6946	415	4	not	not	PART
fuelectenerg-6946	415	5	to	to	PART
fuelectenerg-6946	415	6	load	load	VERB
fuelectenerg-6946	415	7	all	all	DET
fuelectenerg-6946	415	8	z	z	NOUN
fuelectenerg-6946	415	9	bytes	byte	NOUN
fuelectenerg-6946	415	10	into	into	ADP
fuelectenerg-6946	415	11	the	the	DET
fuelectenerg-6946	415	12	memory	memory	NOUN
fuelectenerg-6946	415	13	in	in	ADP
fuelectenerg-6946	415	14	order	order	NOUN
fuelectenerg-6946	415	15	to	to	PART
fuelectenerg-6946	415	16	find	find	VERB
fuelectenerg-6946	415	17	the	the	DET
fuelectenerg-6946	415	18	boundary	boundary	NOUN
fuelectenerg-6946	415	19	between	between	ADP
fuelectenerg-6946	415	20	the	the	DET
fuelectenerg-6946	415	21	input	input	NOUN
fuelectenerg-6946	415	22	splits	split	VERB
fuelectenerg-6946	415	23	,	,	PUNCT
fuelectenerg-6946	415	24	but	but	CCONJ
fuelectenerg-6946	415	25	rather	rather	ADV
fuelectenerg-6946	415	26	to	to	PART
fuelectenerg-6946	415	27	skip	skip	VERB
fuelectenerg-6946	415	28	the	the	DET
fuelectenerg-6946	415	29	first	first	ADJ
fuelectenerg-6946	415	30	x	x	X
fuelectenerg-6946	415	31	(	(	PUNCT
fuelectenerg-6946	415	32	x	x	SYM
fuelectenerg-6946	415	33	<	<	X
fuelectenerg-6946	415	34	z	z	NOUN
fuelectenerg-6946	415	35	)	)	PUNCT
fuelectenerg-6946	415	36	bytes	byte	NOUN
fuelectenerg-6946	415	37	(	(	PUNCT
fuelectenerg-6946	415	38	fig	fig	NOUN
fuelectenerg-6946	415	39	.	.	PUNCT
fuelectenerg-6946	415	40	7	7	NUM
fuelectenerg-6946	415	41	)	)	PUNCT
fuelectenerg-6946	415	42	.	.	PUNCT
fuelectenerg-6946	416	1	the	the	DET
fuelectenerg-6946	416	2	question	question	NOUN
fuelectenerg-6946	416	3	now	now	ADV
fuelectenerg-6946	416	4	is	be	AUX
fuelectenerg-6946	416	5	whether	whether	SCONJ
fuelectenerg-6946	416	6	the	the	DET
fuelectenerg-6946	416	7	boundary	boundary	NOUN
fuelectenerg-6946	416	8	between	between	ADP
fuelectenerg-6946	416	9	the	the	DET
fuelectenerg-6946	416	10	network	network	NOUN
fuelectenerg-6946	416	11	packets	packet	NOUN
fuelectenerg-6946	416	12	lies	lie	VERB
fuelectenerg-6946	416	13	on	on	ADP
fuelectenerg-6946	416	14	the	the	DET
fuelectenerg-6946	416	15	chosen	choose	VERB
fuelectenerg-6946	416	16	offset	offset	NOUN
fuelectenerg-6946	416	17	of	of	ADP
fuelectenerg-6946	416	18	x	x	PUNCT
fuelectenerg-6946	416	19	bytes	byte	NOUN
fuelectenerg-6946	416	20	?	?	PUNCT
fuelectenerg-6946	417	1	if	if	SCONJ
fuelectenerg-6946	417	2	so	so	ADV
fuelectenerg-6946	417	3	,	,	PUNCT
fuelectenerg-6946	417	4	then	then	ADV
fuelectenerg-6946	417	5	for	for	ADP
fuelectenerg-6946	417	6	the	the	DET
fuelectenerg-6946	417	7	next	next	ADJ
fuelectenerg-6946	417	8	package	package	NOUN
fuelectenerg-6946	417	9	in	in	ADP
fuelectenerg-6946	417	10	the	the	DET
fuelectenerg-6946	417	11	pcap	pcap	NOUN
fuelectenerg-6946	417	12	file	file	NOUN
fuelectenerg-6946	417	13	eq	eq	ADP
fuelectenerg-6946	417	14	.	.	PUNCT
fuelectenerg-6946	418	1	(	(	PUNCT
fuelectenerg-6946	418	2	1	1	X
fuelectenerg-6946	418	3	)	)	PUNCT
fuelectenerg-6946	418	4	should	should	AUX
fuelectenerg-6946	418	5	stand	stand	VERB
fuelectenerg-6946	418	6	.	.	PUNCT
fuelectenerg-6946	419	1	this	this	PRON
fuelectenerg-6946	419	2	practically	practically	ADV
fuelectenerg-6946	419	3	means	mean	VERB
fuelectenerg-6946	419	4	that	that	SCONJ
fuelectenerg-6946	419	5	the	the	DET
fuelectenerg-6946	419	6	value	value	NOUN
fuelectenerg-6946	419	7	on	on	ADP
fuelectenerg-6946	419	8	the	the	DET
fuelectenerg-6946	419	9	position	position	NOUN
fuelectenerg-6946	419	10	of	of	ADP
fuelectenerg-6946	419	11	the	the	DET
fuelectenerg-6946	419	12	orig	orig	NOUN
fuelectenerg-6946	419	13	len	len	ADJ
fuelectenerg-6946	419	14	field	field	NOUN
fuelectenerg-6946	419	15	should	should	AUX
fuelectenerg-6946	419	16	be	be	AUX
fuelectenerg-6946	419	17	greater	great	ADJ
fuelectenerg-6946	419	18	than	than	ADP
fuelectenerg-6946	419	19	zero	zero	NUM
fuelectenerg-6946	419	20	,	,	PUNCT
fuelectenerg-6946	419	21	that	that	SCONJ
fuelectenerg-6946	419	22	the	the	DET
fuelectenerg-6946	419	23	value	value	NOUN
fuelectenerg-6946	419	24	of	of	ADP
fuelectenerg-6946	419	25	the	the	DET
fuelectenerg-6946	419	26	inc	inc	PROPN
fuelectenerg-6946	419	27	len	len	PROPN
fuelectenerg-6946	419	28	field	field	NOUN
fuelectenerg-6946	419	29	should	should	AUX
fuelectenerg-6946	419	30	be	be	AUX
fuelectenerg-6946	419	31	within	within	ADP
fuelectenerg-6946	419	32	the	the	DET
fuelectenerg-6946	419	33	valid	valid	ADJ
fuelectenerg-6946	419	34	limits	limit	NOUN
fuelectenerg-6946	419	35	of	of	ADP
fuelectenerg-6946	419	36	the	the	DET
fuelectenerg-6946	419	37	ethernet	ethernet	NOUN
fuelectenerg-6946	419	38	frame	frame	NOUN
fuelectenerg-6946	419	39	size	size	NOUN
fuelectenerg-6946	419	40	,	,	PUNCT
fuelectenerg-6946	419	41	and	and	CCONJ
fuelectenerg-6946	419	42	that	that	SCONJ
fuelectenerg-6946	419	43	the	the	DET
fuelectenerg-6946	419	44	value	value	NOUN
fuelectenerg-6946	419	45	of	of	ADP
fuelectenerg-6946	419	46	the	the	DET
fuelectenerg-6946	419	47	inc	inc	PROPN
fuelectenerg-6946	419	48	len	len	PROPN
fuelectenerg-6946	419	49	field	field	NOUN
fuelectenerg-6946	419	50	should	should	AUX
fuelectenerg-6946	419	51	be	be	AUX
fuelectenerg-6946	419	52	less	less	ADJ
fuelectenerg-6946	419	53	than	than	ADP
fuelectenerg-6946	419	54	or	or	CCONJ
fuelectenerg-6946	419	55	equal	equal	ADJ
fuelectenerg-6946	419	56	to	to	ADP
fuelectenerg-6946	419	57	the	the	DET
fuelectenerg-6946	419	58	value	value	NOUN
fuelectenerg-6946	419	59	of	of	ADP
fuelectenerg-6946	419	60	the	the	DET
fuelectenerg-6946	419	61	orig	orig	NOUN
fuelectenerg-6946	419	62	len	len	ADJ
fuelectenerg-6946	419	63	field	field	NOUN
fuelectenerg-6946	419	64	.	.	PUNCT
fuelectenerg-6946	420	1	other	other	ADJ
fuelectenerg-6946	420	2	fields	field	NOUN
fuelectenerg-6946	420	3	in	in	ADP
fuelectenerg-6946	420	4	the	the	DET
fuelectenerg-6946	420	5	package	package	NOUN
fuelectenerg-6946	420	6	itself	itself	PRON
fuelectenerg-6946	420	7	must	must	AUX
fuelectenerg-6946	420	8	be	be	AUX
fuelectenerg-6946	420	9	valid	valid	ADJ
fuelectenerg-6946	420	10	,	,	PUNCT
fuelectenerg-6946	420	11	too	too	ADV
fuelectenerg-6946	420	12	.	.	PUNCT
fuelectenerg-6946	421	1	a	a	DET
fuelectenerg-6946	421	2	suitable	suitable	ADJ
fuelectenerg-6946	421	3	place	place	NOUN
fuelectenerg-6946	421	4	for	for	ADP
fuelectenerg-6946	421	5	additional	additional	ADJ
fuelectenerg-6946	421	6	check	check	NOUN
fuelectenerg-6946	421	7	is	be	AUX
fuelectenerg-6946	421	8	where	where	SCONJ
fuelectenerg-6946	421	9	the	the	DET
fuelectenerg-6946	421	10	ethertype	ethertype	ADJ
fuelectenerg-6946	421	11	field	field	NOUN
fuelectenerg-6946	421	12	in	in	ADP
fuelectenerg-6946	421	13	the	the	DET
fuelectenerg-6946	421	14	header	header	NOUN
fuelectenerg-6946	421	15	of	of	ADP
fuelectenerg-6946	421	16	the	the	DET
fuelectenerg-6946	421	17	ethernet	ethernet	NOUN
fuelectenerg-6946	421	18	frame	frame	NOUN
fuelectenerg-6946	421	19	should	should	AUX
fuelectenerg-6946	421	20	be	be	AUX
fuelectenerg-6946	421	21	.	.	PUNCT
fuelectenerg-6946	422	1	this	this	DET
fuelectenerg-6946	422	2	value	value	NOUN
fuelectenerg-6946	422	3	should	should	AUX
fuelectenerg-6946	422	4	be	be	AUX
fuelectenerg-6946	422	5	compared	compare	VERB
fuelectenerg-6946	422	6	with	with	ADP
fuelectenerg-6946	422	7	the	the	DET
fuelectenerg-6946	422	8	value	value	NOUN
fuelectenerg-6946	422	9	that	that	PRON
fuelectenerg-6946	422	10	indicates	indicate	VERB
fuelectenerg-6946	422	11	the	the	DET
fuelectenerg-6946	422	12	ethernet	ethernet	NOUN
fuelectenerg-6946	422	13	protocol	protocol	NOUN
fuelectenerg-6946	422	14	.	.	PUNCT
fuelectenerg-6946	423	1	this	this	PRON
fuelectenerg-6946	423	2	is	be	AUX
fuelectenerg-6946	423	3	highly	highly	ADV
fuelectenerg-6946	423	4	probabilistic	probabilistic	ADJ
fuelectenerg-6946	423	5	and	and	CCONJ
fuelectenerg-6946	423	6	fuzzy	fuzzy	ADJ
fuelectenerg-6946	423	7	way	way	NOUN
fuelectenerg-6946	423	8	of	of	ADP
fuelectenerg-6946	423	9	boundary	boundary	ADJ
fuelectenerg-6946	423	10	detection	detection	NOUN
fuelectenerg-6946	423	11	,	,	PUNCT
fuelectenerg-6946	423	12	and	and	CCONJ
fuelectenerg-6946	423	13	a	a	DET
fuelectenerg-6946	423	14	few	few	ADJ
fuelectenerg-6946	423	15	verified	verify	VERB
fuelectenerg-6946	423	16	fields	field	NOUN
fuelectenerg-6946	423	17	can	can	AUX
fuelectenerg-6946	423	18	mislead	mislead	VERB
fuelectenerg-6946	423	19	us	we	PRON
fuelectenerg-6946	423	20	by	by	ADP
fuelectenerg-6946	423	21	giving	give	VERB
fuelectenerg-6946	423	22	us	we	PRON
fuelectenerg-6946	423	23	a	a	DET
fuelectenerg-6946	423	24	false	false	ADJ
fuelectenerg-6946	423	25	positive	positive	ADJ
fuelectenerg-6946	423	26	answer	answer	NOUN
fuelectenerg-6946	423	27	.	.	PUNCT
fuelectenerg-6946	424	1	thus	thus	ADV
fuelectenerg-6946	424	2	,	,	PUNCT
fuelectenerg-6946	424	3	we	we	PRON
fuelectenerg-6946	424	4	check	check	VERB
fuelectenerg-6946	424	5	the	the	DET
fuelectenerg-6946	424	6	same	same	ADJ
fuelectenerg-6946	424	7	conditions	condition	NOUN
fuelectenerg-6946	424	8	for	for	ADP
fuelectenerg-6946	424	9	the	the	DET
fuelectenerg-6946	424	10	following	follow	VERB
fuelectenerg-6946	424	11	k	k	PROPN
fuelectenerg-6946	424	12	packets	packet	NOUN
fuelectenerg-6946	424	13	(	(	PUNCT
fuelectenerg-6946	424	14	up	up	ADP
fuelectenerg-6946	424	15	to	to	ADP
fuelectenerg-6946	424	16	the	the	DET
fuelectenerg-6946	424	17	packet	packet	NOUN
fuelectenerg-6946	424	18	denoted	denote	VERB
fuelectenerg-6946	424	19	as	as	ADP
fuelectenerg-6946	424	20	pn+k	pn+k	PROPN
fuelectenerg-6946	424	21	in	in	ADP
fuelectenerg-6946	424	22	fig	fig	NOUN
fuelectenerg-6946	424	23	.	.	PUNCT
fuelectenerg-6946	425	1	7	7	NUM
fuelectenerg-6946	425	2	)	)	PUNCT
fuelectenerg-6946	425	3	.	.	PUNCT
fuelectenerg-6946	426	1	if	if	SCONJ
fuelectenerg-6946	426	2	all	all	DET
fuelectenerg-6946	426	3	conditions	condition	NOUN
fuelectenerg-6946	426	4	stand	stand	VERB
fuelectenerg-6946	426	5	for	for	ADP
fuelectenerg-6946	426	6	the	the	DET
fuelectenerg-6946	426	7	next	next	ADJ
fuelectenerg-6946	426	8	k	k	PROPN
fuelectenerg-6946	426	9	packets	packet	NOUN
fuelectenerg-6946	426	10	,	,	PUNCT
fuelectenerg-6946	426	11	we	we	PRON
fuelectenerg-6946	426	12	declare	declare	VERB
fuelectenerg-6946	426	13	the	the	DET
fuelectenerg-6946	426	14	boundary	boundary	NOUN
fuelectenerg-6946	426	15	between	between	ADP
fuelectenerg-6946	426	16	the	the	DET
fuelectenerg-6946	426	17	packets	packet	NOUN
fuelectenerg-6946	426	18	found	find	VERB
fuelectenerg-6946	426	19	,	,	PUNCT
fuelectenerg-6946	426	20	and	and	CCONJ
fuelectenerg-6946	426	21	create	create	VERB
fuelectenerg-6946	426	22	the	the	DET
fuelectenerg-6946	426	23	input	input	NOUN
fuelectenerg-6946	426	24	split	split	NOUN
fuelectenerg-6946	426	25	.	.	PUNCT
fuelectenerg-6946	427	1	in	in	ADP
fuelectenerg-6946	427	2	order	order	NOUN
fuelectenerg-6946	427	3	to	to	PART
fuelectenerg-6946	427	4	perform	perform	VERB
fuelectenerg-6946	427	5	mentioned	mention	VERB
fuelectenerg-6946	427	6	additional	additional	ADJ
fuelectenerg-6946	427	7	checks	check	NOUN
fuelectenerg-6946	427	8	on	on	ADP
fuelectenerg-6946	427	9	the	the	DET
fuelectenerg-6946	427	10	next	next	ADJ
fuelectenerg-6946	427	11	k	k	PROPN
fuelectenerg-6946	427	12	packets	packet	NOUN
fuelectenerg-6946	427	13	,	,	PUNCT
fuelectenerg-6946	427	14	after	after	ADP
fuelectenerg-6946	427	15	skipping	skip	VERB
fuelectenerg-6946	427	16	the	the	DET
fuelectenerg-6946	427	17	offset	offset	NOUN
fuelectenerg-6946	427	18	of	of	ADP
fuelectenerg-6946	427	19	x	x	PUNCT
fuelectenerg-6946	427	20	bytes	byte	NOUN
fuelectenerg-6946	427	21	we	we	PRON
fuelectenerg-6946	427	22	load	load	VERB
fuelectenerg-6946	427	23	the	the	DET
fuelectenerg-6946	427	24	following	follow	VERB
fuelectenerg-6946	427	25	y	y	PROPN
fuelectenerg-6946	427	26	bytes	byte	NOUN
fuelectenerg-6946	427	27	,	,	PUNCT
fuelectenerg-6946	427	28	as	as	SCONJ
fuelectenerg-6946	427	29	it	it	PRON
fuelectenerg-6946	427	30	is	be	AUX
fuelectenerg-6946	427	31	shown	show	VERB
fuelectenerg-6946	427	32	in	in	ADP
fuelectenerg-6946	427	33	fig	fig	NOUN
fuelectenerg-6946	427	34	.	.	PUNCT
fuelectenerg-6946	428	1	7	7	X
fuelectenerg-6946	428	2	.	.	X
fuelectenerg-6946	428	3	let	let	VERB
fuelectenerg-6946	428	4	us	we	PRON
fuelectenerg-6946	428	5	note	note	VERB
fuelectenerg-6946	428	6	that	that	SCONJ
fuelectenerg-6946	428	7	y	y	PROPN
fuelectenerg-6946	428	8	≪	≪	VERB
fuelectenerg-6946	428	9	x.	x.	NOUN
fuelectenerg-6946	428	10	this	this	PRON
fuelectenerg-6946	428	11	can	can	AUX
fuelectenerg-6946	428	12	be	be	AUX
fuelectenerg-6946	428	13	used	use	VERB
fuelectenerg-6946	428	14	to	to	PART
fuelectenerg-6946	428	15	form	form	VERB
fuelectenerg-6946	428	16	a	a	DET
fuelectenerg-6946	428	17	probabilistic	probabilistic	ADJ
fuelectenerg-6946	428	18	algorithm	algorithm	NOUN
fuelectenerg-6946	428	19	as	as	SCONJ
fuelectenerg-6946	428	20	follows	follow	VERB
fuelectenerg-6946	428	21	:	:	PUNCT
fuelectenerg-6946	428	22	(	(	PUNCT
fuelectenerg-6946	428	23	1	1	X
fuelectenerg-6946	428	24	)	)	PUNCT
fuelectenerg-6946	428	25	if	if	SCONJ
fuelectenerg-6946	428	26	the	the	DET
fuelectenerg-6946	428	27	verified	verify	VERB
fuelectenerg-6946	428	28	conditions	condition	NOUN
fuelectenerg-6946	428	29	stand	stand	VERB
fuelectenerg-6946	428	30	for	for	ADP
fuelectenerg-6946	428	31	the	the	DET
fuelectenerg-6946	428	32	next	next	ADJ
fuelectenerg-6946	428	33	k	k	PROPN
fuelectenerg-6946	428	34	packets	packet	NOUN
fuelectenerg-6946	428	35	,	,	PUNCT
fuelectenerg-6946	428	36	we	we	PRON
fuelectenerg-6946	428	37	assume	assume	VERB
fuelectenerg-6946	428	38	that	that	SCONJ
fuelectenerg-6946	428	39	the	the	DET
fuelectenerg-6946	428	40	correct	correct	ADJ
fuelectenerg-6946	428	41	boundary	boundary	NOUN
fuelectenerg-6946	428	42	between	between	ADP
fuelectenerg-6946	428	43	the	the	DET
fuelectenerg-6946	428	44	input	input	NOUN
fuelectenerg-6946	428	45	splits	split	VERB
fuelectenerg-6946	428	46	is	be	AUX
fuelectenerg-6946	428	47	on	on	ADP
fuelectenerg-6946	428	48	the	the	DET
fuelectenerg-6946	428	49	x	x	NOUN
fuelectenerg-6946	428	50	-	-	PUNCT
fuelectenerg-6946	428	51	th	th	VERB
fuelectenerg-6946	428	52	offset	offset	NOUN
fuelectenerg-6946	428	53	;	;	PUNCT
fuelectenerg-6946	428	54	(	(	PUNCT
fuelectenerg-6946	428	55	2	2	X
fuelectenerg-6946	428	56	)	)	PUNCT
fuelectenerg-6946	428	57	if	if	SCONJ
fuelectenerg-6946	428	58	the	the	DET
fuelectenerg-6946	428	59	conditions	condition	NOUN
fuelectenerg-6946	428	60	do	do	AUX
fuelectenerg-6946	428	61	n’t	not	PART
fuelectenerg-6946	428	62	stand	stand	VERB
fuelectenerg-6946	428	63	at	at	ADP
fuelectenerg-6946	428	64	least	least	ADJ
fuelectenerg-6946	428	65	for	for	ADP
fuelectenerg-6946	428	66	one	one	NUM
fuelectenerg-6946	428	67	of	of	ADP
fuelectenerg-6946	428	68	the	the	DET
fuelectenerg-6946	428	69	k	k	PROPN
fuelectenerg-6946	428	70	packages	package	NOUN
fuelectenerg-6946	428	71	,	,	PUNCT
fuelectenerg-6946	428	72	the	the	DET
fuelectenerg-6946	428	73	offset	offset	NOUN
fuelectenerg-6946	428	74	x	x	VERB
fuelectenerg-6946	428	75	is	be	AUX
fuelectenerg-6946	428	76	not	not	PART
fuelectenerg-6946	428	77	the	the	DET
fuelectenerg-6946	428	78	correct	correct	ADJ
fuelectenerg-6946	428	79	limit	limit	NOUN
fuelectenerg-6946	428	80	,	,	PUNCT
fuelectenerg-6946	428	81	and	and	CCONJ
fuelectenerg-6946	428	82	the	the	DET
fuelectenerg-6946	428	83	offset	offset	NOUN
fuelectenerg-6946	428	84	of	of	ADP
fuelectenerg-6946	428	85	x	x	SYM
fuelectenerg-6946	428	86	+	+	CCONJ
fuelectenerg-6946	428	87	1	1	NUM
fuelectenerg-6946	428	88	-	-	PUNCT
fuelectenerg-6946	428	89	st	st	NOUN
fuelectenerg-6946	428	90	byte	byte	NOUN
fuelectenerg-6946	428	91	should	should	AUX
fuelectenerg-6946	428	92	be	be	AUX
fuelectenerg-6946	428	93	examined	examine	VERB
fuelectenerg-6946	428	94	(	(	PUNCT
fuelectenerg-6946	428	95	fig	fig	NOUN
fuelectenerg-6946	428	96	.	.	PUNCT
fuelectenerg-6946	429	1	7	7	NUM
fuelectenerg-6946	429	2	)	)	PUNCT
fuelectenerg-6946	429	3	.	.	PUNCT
fuelectenerg-6946	430	1	in	in	ADP
fuelectenerg-6946	430	2	the	the	DET
fuelectenerg-6946	430	3	248	248	NUM
fuelectenerg-6946	430	4	v.	v.	ADP
fuelectenerg-6946	430	5	ćirić	ćirić	PROPN
fuelectenerg-6946	430	6	,	,	PUNCT
fuelectenerg-6946	430	7	d.	d.	PROPN
fuelectenerg-6946	430	8	cvetković	cvetković	PROPN
fuelectenerg-6946	430	9	,	,	PUNCT
fuelectenerg-6946	430	10	n.	n.	PROPN
fuelectenerg-6946	430	11	gavrilović	gavrilović	PROPN
fuelectenerg-6946	430	12	,	,	PUNCT
fuelectenerg-6946	430	13	n.	n.	PROPN
fuelectenerg-6946	430	14	stojanović	stojanović	PROPN
fuelectenerg-6946	430	15	,	,	PUNCT
fuelectenerg-6946	430	16	i.	i.	PROPN
fuelectenerg-6946	430	17	milentijević	milentijević	PROPN
fuelectenerg-6946	430	18	input	input	PROPN
fuelectenerg-6946	430	19	splits	split	VERB
fuelectenerg-6946	430	20	design	design	NOUN
fuelectenerg-6946	430	21	techniques	technique	NOUN
fuelectenerg-6946	430	22	for	for	ADP
fuelectenerg-6946	430	23	ids	id	NOUN
fuelectenerg-6946	430	24	on	on	ADP
fuelectenerg-6946	430	25	hadoop	hadoop	NOUN
fuelectenerg-6946	430	26	cluster	cluster	NOUN
fuelectenerg-6946	430	27	249248	249248	NUM
fuelectenerg-6946	430	28	v.	v.	ADP
fuelectenerg-6946	430	29	ćirić	ćirić	PROPN
fuelectenerg-6946	430	30	,	,	PUNCT
fuelectenerg-6946	430	31	d.	d.	PROPN
fuelectenerg-6946	430	32	cvetković	cvetković	PROPN
fuelectenerg-6946	430	33	,	,	PUNCT
fuelectenerg-6946	430	34	n.	n.	PROPN
fuelectenerg-6946	430	35	gavrilović	gavrilović	PROPN
fuelectenerg-6946	430	36	,	,	PUNCT
fuelectenerg-6946	430	37	n.	n.	PROPN
fuelectenerg-6946	430	38	stojanović	stojanović	PROPN
fuelectenerg-6946	430	39	,	,	PUNCT
fuelectenerg-6946	430	40	i.	i.	PROPN
fuelectenerg-6946	430	41	milentijević	milentijević	PROPN
fuelectenerg-6946	430	42	input	input	PROPN
fuelectenerg-6946	430	43	splits	split	VERB
fuelectenerg-6946	430	44	design	design	NOUN
fuelectenerg-6946	430	45	techniques	technique	NOUN
fuelectenerg-6946	430	46	for	for	ADP
fuelectenerg-6946	430	47	ids	id	NOUN
fuelectenerg-6946	430	48	on	on	ADP
fuelectenerg-6946	430	49	hadoop	hadoop	NOUN
fuelectenerg-6946	430	50	cluster	cluster	NOUN
fuelectenerg-6946	430	51	249	249	NUM
fuelectenerg-6946	430	52	12	12	NUM
fuelectenerg-6946	430	53	v.ciric	v.ciric	NOUN
fuelectenerg-6946	430	54	et	et	PROPN
fuelectenerg-6946	430	55	al	al	PROPN
fuelectenerg-6946	430	56	.	.	PROPN
fuelectenerg-6946	430	57	fig	fig	PROPN
fuelectenerg-6946	430	58	.	.	PUNCT
fuelectenerg-6946	431	1	7	7	NUM
fuelectenerg-6946	431	2	:	:	PUNCT
fuelectenerg-6946	431	3	probabilistic	probabilistic	ADJ
fuelectenerg-6946	431	4	method	method	NOUN
fuelectenerg-6946	431	5	for	for	ADP
fuelectenerg-6946	431	6	packets	packet	NOUN
fuelectenerg-6946	431	7	boundaries	boundary	NOUN
fuelectenerg-6946	431	8	detection	detection	NOUN
fuelectenerg-6946	431	9	worst	bad	ADJ
fuelectenerg-6946	431	10	case	case	NOUN
fuelectenerg-6946	431	11	scenario	scenario	VERB
fuelectenerg-6946	431	12	the	the	DET
fuelectenerg-6946	431	13	number	number	NOUN
fuelectenerg-6946	431	14	of	of	ADP
fuelectenerg-6946	431	15	offsets	offset	NOUN
fuelectenerg-6946	431	16	that	that	PRON
fuelectenerg-6946	431	17	should	should	AUX
fuelectenerg-6946	431	18	be	be	AUX
fuelectenerg-6946	431	19	examined	examine	VERB
fuelectenerg-6946	431	20	is	be	AUX
fuelectenerg-6946	431	21	equal	equal	ADJ
fuelectenerg-6946	431	22	to	to	ADP
fuelectenerg-6946	431	23	the	the	DET
fuelectenerg-6946	431	24	maximum	maximum	ADJ
fuelectenerg-6946	431	25	length	length	NOUN
fuelectenerg-6946	431	26	of	of	ADP
fuelectenerg-6946	431	27	ethernet	ethernet	NOUN
fuelectenerg-6946	431	28	frame	frame	NOUN
fuelectenerg-6946	431	29	,	,	PUNCT
fuelectenerg-6946	431	30	which	which	PRON
fuelectenerg-6946	431	31	is	be	AUX
fuelectenerg-6946	431	32	not	not	PART
fuelectenerg-6946	431	33	a	a	DET
fuelectenerg-6946	431	34	problem	problem	NOUN
fuelectenerg-6946	431	35	having	have	VERB
fuelectenerg-6946	431	36	in	in	ADP
fuelectenerg-6946	431	37	mind	mind	NOUN
fuelectenerg-6946	431	38	that	that	SCONJ
fuelectenerg-6946	431	39	we	we	PRON
fuelectenerg-6946	431	40	already	already	ADV
fuelectenerg-6946	431	41	have	have	AUX
fuelectenerg-6946	431	42	y	y	PROPN
fuelectenerg-6946	431	43	bytes	byte	NOUN
fuelectenerg-6946	431	44	from	from	ADP
fuelectenerg-6946	431	45	pcap	pcap	NOUN
fuelectenerg-6946	431	46	loaded	load	VERB
fuelectenerg-6946	431	47	and	and	CCONJ
fuelectenerg-6946	431	48	available	available	ADJ
fuelectenerg-6946	431	49	.	.	PUNCT
fuelectenerg-6946	432	1	even	even	ADV
fuelectenerg-6946	432	2	in	in	ADP
fuelectenerg-6946	432	3	this	this	DET
fuelectenerg-6946	432	4	case	case	NOUN
fuelectenerg-6946	432	5	,	,	PUNCT
fuelectenerg-6946	432	6	it	it	PRON
fuelectenerg-6946	432	7	is	be	AUX
fuelectenerg-6946	432	8	much	much	ADV
fuelectenerg-6946	432	9	less	less	ADJ
fuelectenerg-6946	432	10	than	than	ADP
fuelectenerg-6946	432	11	loading	loading	NOUN
fuelectenerg-6946	432	12	and	and	CCONJ
fuelectenerg-6946	432	13	processing	processing	NOUN
fuelectenerg-6946	432	14	of	of	ADP
fuelectenerg-6946	432	15	all	all	DET
fuelectenerg-6946	432	16	z	z	NOUN
fuelectenerg-6946	432	17	bytes	byte	NOUN
fuelectenerg-6946	432	18	.	.	PUNCT
fuelectenerg-6946	433	1	with	with	ADP
fuelectenerg-6946	433	2	the	the	DET
fuelectenerg-6946	433	3	careful	careful	ADJ
fuelectenerg-6946	433	4	selection	selection	NOUN
fuelectenerg-6946	433	5	of	of	ADP
fuelectenerg-6946	433	6	the	the	DET
fuelectenerg-6946	433	7	parameters	parameter	NOUN
fuelectenerg-6946	433	8	x	x	SYM
fuelectenerg-6946	433	9	,	,	PUNCT
fuelectenerg-6946	433	10	y	y	PROPN
fuelectenerg-6946	433	11	and	and	CCONJ
fuelectenerg-6946	433	12	k	k	PROPN
fuelectenerg-6946	433	13	,	,	PUNCT
fuelectenerg-6946	433	14	high	high	ADJ
fuelectenerg-6946	433	15	degree	degree	NOUN
fuelectenerg-6946	433	16	of	of	ADP
fuelectenerg-6946	433	17	certainty	certainty	NOUN
fuelectenerg-6946	433	18	of	of	ADP
fuelectenerg-6946	433	19	the	the	DET
fuelectenerg-6946	433	20	proposed	propose	VERB
fuelectenerg-6946	433	21	technique	technique	NOUN
fuelectenerg-6946	433	22	can	can	AUX
fuelectenerg-6946	433	23	be	be	AUX
fuelectenerg-6946	433	24	reached	reach	VERB
fuelectenerg-6946	433	25	.	.	PUNCT
fuelectenerg-6946	434	1	in	in	ADP
fuelectenerg-6946	434	2	our	our	PRON
fuelectenerg-6946	434	3	implementation	implementation	NOUN
fuelectenerg-6946	434	4	we	we	PRON
fuelectenerg-6946	434	5	selected	select	VERB
fuelectenerg-6946	434	6	the	the	DET
fuelectenerg-6946	434	7	following	follow	VERB
fuelectenerg-6946	434	8	parameters	parameter	NOUN
fuelectenerg-6946	434	9	:	:	PUNCT
fuelectenerg-6946	435	1	z	z	NOUN
fuelectenerg-6946	435	2	=	=	SYM
fuelectenerg-6946	435	3	128	128	NUM
fuelectenerg-6946	435	4	mb	mb	NOUN
fuelectenerg-6946	435	5	,	,	PUNCT
fuelectenerg-6946	435	6	x	x	PUNCT
fuelectenerg-6946	435	7	=	=	SYM
fuelectenerg-6946	435	8	123	123	NUM
fuelectenerg-6946	435	9	mb	mb	NOUN
fuelectenerg-6946	435	10	and	and	CCONJ
fuelectenerg-6946	435	11	y	y	PROPN
fuelectenerg-6946	435	12	=	=	PROPN
fuelectenerg-6946	435	13	5	5	NUM
fuelectenerg-6946	435	14	mb	mb	NOUN
fuelectenerg-6946	435	15	.	.	NOUN
fuelectenerg-6946	436	1	in	in	ADP
fuelectenerg-6946	436	2	the	the	DET
fuelectenerg-6946	436	3	portion	portion	NOUN
fuelectenerg-6946	436	4	of	of	ADP
fuelectenerg-6946	436	5	y	y	PROPN
fuelectenerg-6946	436	6	=	=	PUNCT
fuelectenerg-6946	436	7	5	5	NUM
fuelectenerg-6946	436	8	mb	mb	ADV
fuelectenerg-6946	436	9	there	there	PRON
fuelectenerg-6946	436	10	are	be	VERB
fuelectenerg-6946	436	11	more	more	ADJ
fuelectenerg-6946	436	12	than	than	ADP
fuelectenerg-6946	436	13	3.000	3.000	NUM
fuelectenerg-6946	436	14	ethernet	ethernet	NOUN
fuelectenerg-6946	436	15	frames	frame	NOUN
fuelectenerg-6946	436	16	,	,	PUNCT
fuelectenerg-6946	436	17	more	more	ADV
fuelectenerg-6946	436	18	then	then	ADV
fuelectenerg-6946	436	19	enough	enough	ADJ
fuelectenerg-6946	436	20	for	for	SCONJ
fuelectenerg-6946	436	21	us	we	PRON
fuelectenerg-6946	436	22	not	not	PART
fuelectenerg-6946	436	23	to	to	PART
fuelectenerg-6946	436	24	obtain	obtain	VERB
fuelectenerg-6946	436	25	any	any	DET
fuelectenerg-6946	436	26	false	false	ADJ
fuelectenerg-6946	436	27	positive	positive	ADJ
fuelectenerg-6946	436	28	,	,	PUNCT
fuelectenerg-6946	436	29	while	while	SCONJ
fuelectenerg-6946	436	30	loading	load	VERB
fuelectenerg-6946	436	31	only	only	ADV
fuelectenerg-6946	436	32	4	4	NUM
fuelectenerg-6946	436	33	%	%	NOUN
fuelectenerg-6946	436	34	of	of	ADP
fuelectenerg-6946	436	35	the	the	DET
fuelectenerg-6946	436	36	pcap	pcap	NOUN
fuelectenerg-6946	436	37	file	file	NOUN
fuelectenerg-6946	436	38	.	.	PUNCT
fuelectenerg-6946	437	1	technique	technique	NOUN
fuelectenerg-6946	437	2	4	4	NUM
fuelectenerg-6946	437	3	custom	custom	NOUN
fuelectenerg-6946	437	4	inputformat	inputformat	NOUN
fuelectenerg-6946	437	5	with	with	ADP
fuelectenerg-6946	437	6	aligned	aligned	ADJ
fuelectenerg-6946	437	7	blocks	block	NOUN
fuelectenerg-6946	437	8	and	and	CCONJ
fuelectenerg-6946	437	9	input	input	NOUN
fuelectenerg-6946	437	10	splits	split	VERB
fuelectenerg-6946	437	11	the	the	DET
fuelectenerg-6946	437	12	previous	previous	ADJ
fuelectenerg-6946	437	13	technique	technique	NOUN
fuelectenerg-6946	437	14	has	have	VERB
fuelectenerg-6946	437	15	an	an	DET
fuelectenerg-6946	437	16	important	important	ADJ
fuelectenerg-6946	437	17	drawback	drawback	NOUN
fuelectenerg-6946	437	18	regarding	regard	VERB
fuelectenerg-6946	437	19	the	the	DET
fuelectenerg-6946	437	20	way	way	NOUN
fuelectenerg-6946	437	21	how	how	SCONJ
fuelectenerg-6946	437	22	the	the	DET
fuelectenerg-6946	437	23	hdfs	hdfs	NOUN
fuelectenerg-6946	437	24	operates	operate	VERB
fuelectenerg-6946	437	25	in	in	ADP
fuelectenerg-6946	437	26	the	the	DET
fuelectenerg-6946	437	27	case	case	NOUN
fuelectenerg-6946	437	28	of	of	ADP
fuelectenerg-6946	437	29	unequal	unequal	ADJ
fuelectenerg-6946	437	30	sizes	size	NOUN
fuelectenerg-6946	437	31	of	of	ADP
fuelectenerg-6946	437	32	blocks	block	NOUN
fuelectenerg-6946	437	33	and	and	CCONJ
fuelectenerg-6946	437	34	input	input	NOUN
fuelectenerg-6946	437	35	splits	split	NOUN
fuelectenerg-6946	437	36	.	.	PUNCT
fuelectenerg-6946	438	1	in	in	ADP
fuelectenerg-6946	438	2	any	any	DET
fuelectenerg-6946	438	3	case	case	NOUN
fuelectenerg-6946	438	4	,	,	PUNCT
fuelectenerg-6946	438	5	the	the	DET
fuelectenerg-6946	438	6	hdfs	hdfs	ADJ
fuelectenerg-6946	438	7	block	block	NOUN
fuelectenerg-6946	438	8	size	size	NOUN
fuelectenerg-6946	438	9	is	be	AUX
fuelectenerg-6946	438	10	constant	constant	ADJ
fuelectenerg-6946	438	11	.	.	PUNCT
fuelectenerg-6946	439	1	if	if	SCONJ
fuelectenerg-6946	439	2	the	the	DET
fuelectenerg-6946	439	3	input	input	NOUN
fuelectenerg-6946	439	4	split	split	NOUN
fuelectenerg-6946	439	5	size	size	NOUN
fuelectenerg-6946	439	6	is	be	AUX
fuelectenerg-6946	439	7	less	less	ADJ
fuelectenerg-6946	439	8	than	than	ADP
fuelectenerg-6946	439	9	the	the	DET
fuelectenerg-6946	439	10	block	block	NOUN
fuelectenerg-6946	439	11	size	size	NOUN
fuelectenerg-6946	439	12	,	,	PUNCT
fuelectenerg-6946	439	13	as	as	SCONJ
fuelectenerg-6946	439	14	it	it	PRON
fuelectenerg-6946	439	15	is	be	AUX
fuelectenerg-6946	439	16	in	in	ADP
fuelectenerg-6946	439	17	the	the	DET
fuelectenerg-6946	439	18	previous	previous	ADJ
fuelectenerg-6946	439	19	technique	technique	NOUN
fuelectenerg-6946	439	20	,	,	PUNCT
fuelectenerg-6946	439	21	the	the	DET
fuelectenerg-6946	439	22	boundary	boundary	NOUN
fuelectenerg-6946	439	23	of	of	ADP
fuelectenerg-6946	439	24	the	the	DET
fuelectenerg-6946	439	25	input	input	NOUN
fuelectenerg-6946	439	26	split	split	NOUN
fuelectenerg-6946	439	27	will	will	AUX
fuelectenerg-6946	439	28	not	not	PART
fuelectenerg-6946	439	29	be	be	AUX
fuelectenerg-6946	439	30	aligned	align	VERB
fuelectenerg-6946	439	31	with	with	ADP
fuelectenerg-6946	439	32	the	the	DET
fuelectenerg-6946	439	33	block	block	NOUN
fuelectenerg-6946	439	34	boundary	boundary	NOUN
fuelectenerg-6946	439	35	,	,	PUNCT
fuelectenerg-6946	439	36	forcing	force	VERB
fuelectenerg-6946	439	37	the	the	DET
fuelectenerg-6946	439	38	hdfs	hdfs	NOUN
fuelectenerg-6946	439	39	to	to	PART
fuelectenerg-6946	439	40	fill	fill	VERB
fuelectenerg-6946	439	41	the	the	DET
fuelectenerg-6946	439	42	remaining	remain	VERB
fuelectenerg-6946	439	43	space	space	NOUN
fuelectenerg-6946	439	44	with	with	ADP
fuelectenerg-6946	439	45	the	the	DET
fuelectenerg-6946	439	46	next	next	ADJ
fuelectenerg-6946	439	47	input	input	NOUN
fuelectenerg-6946	439	48	split	split	NOUN
fuelectenerg-6946	439	49	.	.	PUNCT
fuelectenerg-6946	440	1	that	that	DET
fuelectenerg-6946	440	2	input	input	NOUN
fuelectenerg-6946	440	3	split	split	NOUN
fuelectenerg-6946	440	4	will	will	AUX
fuelectenerg-6946	440	5	be	be	AUX
fuelectenerg-6946	440	6	divided	divide	VERB
fuelectenerg-6946	440	7	having	have	VERB
fuelectenerg-6946	440	8	a	a	DET
fuelectenerg-6946	440	9	small	small	ADJ
fuelectenerg-6946	440	10	portion	portion	NOUN
fuelectenerg-6946	440	11	in	in	ADP
fuelectenerg-6946	440	12	one	one	NUM
fuelectenerg-6946	440	13	block	block	NOUN
fuelectenerg-6946	440	14	and	and	CCONJ
fuelectenerg-6946	440	15	a	a	DET
fuelectenerg-6946	440	16	larger	large	ADJ
fuelectenerg-6946	440	17	portion	portion	NOUN
fuelectenerg-6946	440	18	in	in	ADP
fuelectenerg-6946	440	19	the	the	DET
fuelectenerg-6946	440	20	next	next	ADJ
fuelectenerg-6946	440	21	block	block	NOUN
fuelectenerg-6946	440	22	.	.	PUNCT
fuelectenerg-6946	441	1	the	the	DET
fuelectenerg-6946	441	2	case	case	NOUN
fuelectenerg-6946	441	3	when	when	SCONJ
fuelectenerg-6946	441	4	one	one	NUM
fuelectenerg-6946	441	5	input	input	NOUN
fuelectenerg-6946	441	6	split	split	NOUN
fuelectenerg-6946	441	7	resides	reside	VERB
fuelectenerg-6946	441	8	in	in	ADP
fuelectenerg-6946	441	9	two	two	NUM
fuelectenerg-6946	441	10	blocks	block	NOUN
fuelectenerg-6946	441	11	will	will	AUX
fuelectenerg-6946	441	12	force	force	VERB
fuelectenerg-6946	441	13	the	the	DET
fuelectenerg-6946	441	14	hadoop	hadoop	NOUN
fuelectenerg-6946	441	15	to	to	PART
fuelectenerg-6946	441	16	copy	copy	VERB
fuelectenerg-6946	441	17	both	both	DET
fuelectenerg-6946	441	18	blocks	block	NOUN
fuelectenerg-6946	441	19	on	on	ADP
fuelectenerg-6946	441	20	the	the	DET
fuelectenerg-6946	441	21	node	node	NOUN
fuelectenerg-6946	441	22	where	where	SCONJ
fuelectenerg-6946	441	23	the	the	DET
fuelectenerg-6946	441	24	mapper	mapper	NOUN
fuelectenerg-6946	441	25	who	who	PRON
fuelectenerg-6946	441	26	processes	process	VERB
fuelectenerg-6946	441	27	the	the	DET
fuelectenerg-6946	441	28	particular	particular	ADJ
fuelectenerg-6946	441	29	input	input	NOUN
fuelectenerg-6946	441	30	split	split	NOUN
fuelectenerg-6946	441	31	is	be	AUX
fuelectenerg-6946	441	32	executed	execute	VERB
fuelectenerg-6946	441	33	.	.	PUNCT
fuelectenerg-6946	442	1	this	this	PRON
fuelectenerg-6946	442	2	can	can	AUX
fuelectenerg-6946	442	3	cause	cause	VERB
fuelectenerg-6946	442	4	large	large	ADJ
fuelectenerg-6946	442	5	and	and	CCONJ
fuelectenerg-6946	442	6	unnecessary	unnecessary	ADJ
fuelectenerg-6946	442	7	network	network	NOUN
fuelectenerg-6946	442	8	traffic	traffic	NOUN
fuelectenerg-6946	442	9	while	while	SCONJ
fuelectenerg-6946	442	10	copying	copy	VERB
fuelectenerg-6946	442	11	the	the	DET
fuelectenerg-6946	442	12	blocks	block	NOUN
fuelectenerg-6946	442	13	.	.	PUNCT
fuelectenerg-6946	443	1	to	to	PART
fuelectenerg-6946	443	2	overcome	overcome	VERB
fuelectenerg-6946	443	3	this	this	DET
fuelectenerg-6946	443	4	issue	issue	NOUN
fuelectenerg-6946	443	5	and	and	CCONJ
fuelectenerg-6946	443	6	prevent	prevent	VERB
fuelectenerg-6946	443	7	unnecessary	unnecessary	ADJ
fuelectenerg-6946	443	8	blocks	block	NOUN
fuelectenerg-6946	443	9	copying	copy	VERB
fuelectenerg-6946	443	10	,	,	PUNCT
fuelectenerg-6946	443	11	we	we	PRON
fuelectenerg-6946	443	12	propose	propose	VERB
fuelectenerg-6946	443	13	the	the	DET
fuelectenerg-6946	443	14	fourth	fourth	ADJ
fuelectenerg-6946	443	15	technique	technique	NOUN
fuelectenerg-6946	443	16	where	where	SCONJ
fuelectenerg-6946	443	17	we	we	PRON
fuelectenerg-6946	443	18	have	have	VERB
fuelectenerg-6946	443	19	a	a	DET
fuelectenerg-6946	443	20	custom	custom	NOUN
fuelectenerg-6946	443	21	inputformat	inputformat	NOUN
fuelectenerg-6946	443	22	and	and	CCONJ
fuelectenerg-6946	443	23	the	the	DET
fuelectenerg-6946	443	24	exact	exact	ADJ
fuelectenerg-6946	443	25	same	same	ADJ
fuelectenerg-6946	443	26	sizes	size	NOUN
fuelectenerg-6946	443	27	of	of	ADP
fuelectenerg-6946	443	28	blocks	block	NOUN
fuelectenerg-6946	443	29	and	and	CCONJ
fuelectenerg-6946	443	30	input	input	NOUN
fuelectenerg-6946	443	31	splits	split	NOUN
fuelectenerg-6946	443	32	(	(	PUNCT
fuelectenerg-6946	443	33	fig	fig	NOUN
fuelectenerg-6946	443	34	.	.	PUNCT
fuelectenerg-6946	444	1	8)	8)	NUM
fuelectenerg-6946	444	2	.	.	PUNCT
fuelectenerg-6946	445	1	now	now	ADV
fuelectenerg-6946	445	2	,	,	PUNCT
fuelectenerg-6946	445	3	the	the	DET
fuelectenerg-6946	445	4	boundaries	boundary	NOUN
fuelectenerg-6946	445	5	250	250	NUM
fuelectenerg-6946	445	6	v.	v.	ADP
fuelectenerg-6946	445	7	ćirić	ćirić	NOUN
fuelectenerg-6946	445	8	,	,	PUNCT
fuelectenerg-6946	445	9	d.	d.	PROPN
fuelectenerg-6946	445	10	cvetković	cvetković	PROPN
fuelectenerg-6946	445	11	,	,	PUNCT
fuelectenerg-6946	445	12	n.	n.	PROPN
fuelectenerg-6946	445	13	gavrilović	gavrilović	PROPN
fuelectenerg-6946	445	14	,	,	PUNCT
fuelectenerg-6946	445	15	n.	n.	PROPN
fuelectenerg-6946	445	16	stojanović	stojanović	PROPN
fuelectenerg-6946	445	17	,	,	PUNCT
fuelectenerg-6946	445	18	i.	i.	PROPN
fuelectenerg-6946	445	19	milentijević	milentijević	PROPN
fuelectenerg-6946	445	20	input	input	PROPN
fuelectenerg-6946	445	21	splits	split	VERB
fuelectenerg-6946	445	22	design	design	NOUN
fuelectenerg-6946	445	23	techniques	technique	NOUN
fuelectenerg-6946	445	24	for	for	ADP
fuelectenerg-6946	445	25	ids	id	NOUN
fuelectenerg-6946	445	26	on	on	ADP
fuelectenerg-6946	445	27	hadoop	hadoop	NOUN
fuelectenerg-6946	445	28	cluster	cluster	NOUN
fuelectenerg-6946	445	29	251250	251250	NUM
fuelectenerg-6946	445	30	v.	v.	ADP
fuelectenerg-6946	445	31	ćirić	ćirić	PROPN
fuelectenerg-6946	445	32	,	,	PUNCT
fuelectenerg-6946	445	33	d.	d.	PROPN
fuelectenerg-6946	445	34	cvetković	cvetković	PROPN
fuelectenerg-6946	445	35	,	,	PUNCT
fuelectenerg-6946	445	36	n.	n.	PROPN
fuelectenerg-6946	445	37	gavrilović	gavrilović	PROPN
fuelectenerg-6946	445	38	,	,	PUNCT
fuelectenerg-6946	445	39	n.	n.	PROPN
fuelectenerg-6946	445	40	stojanović	stojanović	PROPN
fuelectenerg-6946	445	41	,	,	PUNCT
fuelectenerg-6946	445	42	i.	i.	PROPN
fuelectenerg-6946	445	43	milentijević	milentijević	PROPN
fuelectenerg-6946	445	44	input	input	PROPN
fuelectenerg-6946	445	45	splits	split	VERB
fuelectenerg-6946	445	46	design	design	NOUN
fuelectenerg-6946	445	47	techniques	technique	NOUN
fuelectenerg-6946	445	48	for	for	ADP
fuelectenerg-6946	445	49	ids	id	NOUN
fuelectenerg-6946	445	50	on	on	ADP
fuelectenerg-6946	445	51	hadoop	hadoop	NOUN
fuelectenerg-6946	445	52	cluster	cluster	NOUN
fuelectenerg-6946	445	53	251	251	NUM
fuelectenerg-6946	445	54	12	12	NUM
fuelectenerg-6946	445	55	v.ciric	v.ciric	NOUN
fuelectenerg-6946	445	56	et	et	PROPN
fuelectenerg-6946	445	57	al	al	PROPN
fuelectenerg-6946	445	58	.	.	PROPN
fuelectenerg-6946	445	59	fig	fig	PROPN
fuelectenerg-6946	445	60	.	.	PUNCT
fuelectenerg-6946	446	1	7	7	NUM
fuelectenerg-6946	446	2	:	:	PUNCT
fuelectenerg-6946	446	3	probabilistic	probabilistic	ADJ
fuelectenerg-6946	446	4	method	method	NOUN
fuelectenerg-6946	446	5	for	for	ADP
fuelectenerg-6946	446	6	packets	packet	NOUN
fuelectenerg-6946	446	7	boundaries	boundary	NOUN
fuelectenerg-6946	446	8	detection	detection	NOUN
fuelectenerg-6946	446	9	worst	bad	ADJ
fuelectenerg-6946	446	10	case	case	NOUN
fuelectenerg-6946	446	11	scenario	scenario	VERB
fuelectenerg-6946	446	12	the	the	DET
fuelectenerg-6946	446	13	number	number	NOUN
fuelectenerg-6946	446	14	of	of	ADP
fuelectenerg-6946	446	15	offsets	offset	NOUN
fuelectenerg-6946	446	16	that	that	PRON
fuelectenerg-6946	446	17	should	should	AUX
fuelectenerg-6946	446	18	be	be	AUX
fuelectenerg-6946	446	19	examined	examine	VERB
fuelectenerg-6946	446	20	is	be	AUX
fuelectenerg-6946	446	21	equal	equal	ADJ
fuelectenerg-6946	446	22	to	to	ADP
fuelectenerg-6946	446	23	the	the	DET
fuelectenerg-6946	446	24	maximum	maximum	ADJ
fuelectenerg-6946	446	25	length	length	NOUN
fuelectenerg-6946	446	26	of	of	ADP
fuelectenerg-6946	446	27	ethernet	ethernet	NOUN
fuelectenerg-6946	446	28	frame	frame	NOUN
fuelectenerg-6946	446	29	,	,	PUNCT
fuelectenerg-6946	446	30	which	which	PRON
fuelectenerg-6946	446	31	is	be	AUX
fuelectenerg-6946	446	32	not	not	PART
fuelectenerg-6946	446	33	a	a	DET
fuelectenerg-6946	446	34	problem	problem	NOUN
fuelectenerg-6946	446	35	having	have	VERB
fuelectenerg-6946	446	36	in	in	ADP
fuelectenerg-6946	446	37	mind	mind	NOUN
fuelectenerg-6946	446	38	that	that	SCONJ
fuelectenerg-6946	446	39	we	we	PRON
fuelectenerg-6946	446	40	already	already	ADV
fuelectenerg-6946	446	41	have	have	AUX
fuelectenerg-6946	446	42	y	y	PROPN
fuelectenerg-6946	446	43	bytes	byte	NOUN
fuelectenerg-6946	446	44	from	from	ADP
fuelectenerg-6946	446	45	pcap	pcap	NOUN
fuelectenerg-6946	446	46	loaded	load	VERB
fuelectenerg-6946	446	47	and	and	CCONJ
fuelectenerg-6946	446	48	available	available	ADJ
fuelectenerg-6946	446	49	.	.	PUNCT
fuelectenerg-6946	447	1	even	even	ADV
fuelectenerg-6946	447	2	in	in	ADP
fuelectenerg-6946	447	3	this	this	DET
fuelectenerg-6946	447	4	case	case	NOUN
fuelectenerg-6946	447	5	,	,	PUNCT
fuelectenerg-6946	447	6	it	it	PRON
fuelectenerg-6946	447	7	is	be	AUX
fuelectenerg-6946	447	8	much	much	ADV
fuelectenerg-6946	447	9	less	less	ADJ
fuelectenerg-6946	447	10	than	than	ADP
fuelectenerg-6946	447	11	loading	loading	NOUN
fuelectenerg-6946	447	12	and	and	CCONJ
fuelectenerg-6946	447	13	processing	processing	NOUN
fuelectenerg-6946	447	14	of	of	ADP
fuelectenerg-6946	447	15	all	all	DET
fuelectenerg-6946	447	16	z	z	NOUN
fuelectenerg-6946	447	17	bytes	byte	NOUN
fuelectenerg-6946	447	18	.	.	PUNCT
fuelectenerg-6946	448	1	with	with	ADP
fuelectenerg-6946	448	2	the	the	DET
fuelectenerg-6946	448	3	careful	careful	ADJ
fuelectenerg-6946	448	4	selection	selection	NOUN
fuelectenerg-6946	448	5	of	of	ADP
fuelectenerg-6946	448	6	the	the	DET
fuelectenerg-6946	448	7	parameters	parameter	NOUN
fuelectenerg-6946	448	8	x	x	SYM
fuelectenerg-6946	448	9	,	,	PUNCT
fuelectenerg-6946	448	10	y	y	PROPN
fuelectenerg-6946	448	11	and	and	CCONJ
fuelectenerg-6946	448	12	k	k	PROPN
fuelectenerg-6946	448	13	,	,	PUNCT
fuelectenerg-6946	448	14	high	high	ADJ
fuelectenerg-6946	448	15	degree	degree	NOUN
fuelectenerg-6946	448	16	of	of	ADP
fuelectenerg-6946	448	17	certainty	certainty	NOUN
fuelectenerg-6946	448	18	of	of	ADP
fuelectenerg-6946	448	19	the	the	DET
fuelectenerg-6946	448	20	proposed	propose	VERB
fuelectenerg-6946	448	21	technique	technique	NOUN
fuelectenerg-6946	448	22	can	can	AUX
fuelectenerg-6946	448	23	be	be	AUX
fuelectenerg-6946	448	24	reached	reach	VERB
fuelectenerg-6946	448	25	.	.	PUNCT
fuelectenerg-6946	449	1	in	in	ADP
fuelectenerg-6946	449	2	our	our	PRON
fuelectenerg-6946	449	3	implementation	implementation	NOUN
fuelectenerg-6946	449	4	we	we	PRON
fuelectenerg-6946	449	5	selected	select	VERB
fuelectenerg-6946	449	6	the	the	DET
fuelectenerg-6946	449	7	following	follow	VERB
fuelectenerg-6946	449	8	parameters	parameter	NOUN
fuelectenerg-6946	449	9	:	:	PUNCT
fuelectenerg-6946	450	1	z	z	NOUN
fuelectenerg-6946	450	2	=	=	SYM
fuelectenerg-6946	450	3	128	128	NUM
fuelectenerg-6946	450	4	mb	mb	NOUN
fuelectenerg-6946	450	5	,	,	PUNCT
fuelectenerg-6946	450	6	x	x	PUNCT
fuelectenerg-6946	450	7	=	=	SYM
fuelectenerg-6946	450	8	123	123	NUM
fuelectenerg-6946	450	9	mb	mb	NOUN
fuelectenerg-6946	450	10	and	and	CCONJ
fuelectenerg-6946	450	11	y	y	PROPN
fuelectenerg-6946	450	12	=	=	PROPN
fuelectenerg-6946	450	13	5	5	NUM
fuelectenerg-6946	450	14	mb	mb	NOUN
fuelectenerg-6946	450	15	.	.	NOUN
fuelectenerg-6946	451	1	in	in	ADP
fuelectenerg-6946	451	2	the	the	DET
fuelectenerg-6946	451	3	portion	portion	NOUN
fuelectenerg-6946	451	4	of	of	ADP
fuelectenerg-6946	451	5	y	y	PROPN
fuelectenerg-6946	451	6	=	=	PUNCT
fuelectenerg-6946	451	7	5	5	NUM
fuelectenerg-6946	451	8	mb	mb	ADV
fuelectenerg-6946	451	9	there	there	PRON
fuelectenerg-6946	451	10	are	be	VERB
fuelectenerg-6946	451	11	more	more	ADJ
fuelectenerg-6946	451	12	than	than	ADP
fuelectenerg-6946	451	13	3.000	3.000	NUM
fuelectenerg-6946	451	14	ethernet	ethernet	NOUN
fuelectenerg-6946	451	15	frames	frame	NOUN
fuelectenerg-6946	451	16	,	,	PUNCT
fuelectenerg-6946	451	17	more	more	ADV
fuelectenerg-6946	451	18	then	then	ADV
fuelectenerg-6946	451	19	enough	enough	ADJ
fuelectenerg-6946	451	20	for	for	SCONJ
fuelectenerg-6946	451	21	us	we	PRON
fuelectenerg-6946	451	22	not	not	PART
fuelectenerg-6946	451	23	to	to	PART
fuelectenerg-6946	451	24	obtain	obtain	VERB
fuelectenerg-6946	451	25	any	any	DET
fuelectenerg-6946	451	26	false	false	ADJ
fuelectenerg-6946	451	27	positive	positive	ADJ
fuelectenerg-6946	451	28	,	,	PUNCT
fuelectenerg-6946	451	29	while	while	SCONJ
fuelectenerg-6946	451	30	loading	load	VERB
fuelectenerg-6946	451	31	only	only	ADV
fuelectenerg-6946	451	32	4	4	NUM
fuelectenerg-6946	451	33	%	%	NOUN
fuelectenerg-6946	451	34	of	of	ADP
fuelectenerg-6946	451	35	the	the	DET
fuelectenerg-6946	451	36	pcap	pcap	NOUN
fuelectenerg-6946	451	37	file	file	NOUN
fuelectenerg-6946	451	38	.	.	PUNCT
fuelectenerg-6946	452	1	technique	technique	NOUN
fuelectenerg-6946	452	2	4	4	NUM
fuelectenerg-6946	452	3	custom	custom	NOUN
fuelectenerg-6946	452	4	inputformat	inputformat	NOUN
fuelectenerg-6946	452	5	with	with	ADP
fuelectenerg-6946	452	6	aligned	aligned	ADJ
fuelectenerg-6946	452	7	blocks	block	NOUN
fuelectenerg-6946	452	8	and	and	CCONJ
fuelectenerg-6946	452	9	input	input	NOUN
fuelectenerg-6946	452	10	splits	split	VERB
fuelectenerg-6946	452	11	the	the	DET
fuelectenerg-6946	452	12	previous	previous	ADJ
fuelectenerg-6946	452	13	technique	technique	NOUN
fuelectenerg-6946	452	14	has	have	VERB
fuelectenerg-6946	452	15	an	an	DET
fuelectenerg-6946	452	16	important	important	ADJ
fuelectenerg-6946	452	17	drawback	drawback	NOUN
fuelectenerg-6946	452	18	regarding	regard	VERB
fuelectenerg-6946	452	19	the	the	DET
fuelectenerg-6946	452	20	way	way	NOUN
fuelectenerg-6946	452	21	how	how	SCONJ
fuelectenerg-6946	452	22	the	the	DET
fuelectenerg-6946	452	23	hdfs	hdfs	NOUN
fuelectenerg-6946	452	24	operates	operate	VERB
fuelectenerg-6946	452	25	in	in	ADP
fuelectenerg-6946	452	26	the	the	DET
fuelectenerg-6946	452	27	case	case	NOUN
fuelectenerg-6946	452	28	of	of	ADP
fuelectenerg-6946	452	29	unequal	unequal	ADJ
fuelectenerg-6946	452	30	sizes	size	NOUN
fuelectenerg-6946	452	31	of	of	ADP
fuelectenerg-6946	452	32	blocks	block	NOUN
fuelectenerg-6946	452	33	and	and	CCONJ
fuelectenerg-6946	452	34	input	input	NOUN
fuelectenerg-6946	452	35	splits	split	NOUN
fuelectenerg-6946	452	36	.	.	PUNCT
fuelectenerg-6946	453	1	in	in	ADP
fuelectenerg-6946	453	2	any	any	DET
fuelectenerg-6946	453	3	case	case	NOUN
fuelectenerg-6946	453	4	,	,	PUNCT
fuelectenerg-6946	453	5	the	the	DET
fuelectenerg-6946	453	6	hdfs	hdfs	ADJ
fuelectenerg-6946	453	7	block	block	NOUN
fuelectenerg-6946	453	8	size	size	NOUN
fuelectenerg-6946	453	9	is	be	AUX
fuelectenerg-6946	453	10	constant	constant	ADJ
fuelectenerg-6946	453	11	.	.	PUNCT
fuelectenerg-6946	454	1	if	if	SCONJ
fuelectenerg-6946	454	2	the	the	DET
fuelectenerg-6946	454	3	input	input	NOUN
fuelectenerg-6946	454	4	split	split	NOUN
fuelectenerg-6946	454	5	size	size	NOUN
fuelectenerg-6946	454	6	is	be	AUX
fuelectenerg-6946	454	7	less	less	ADJ
fuelectenerg-6946	454	8	than	than	ADP
fuelectenerg-6946	454	9	the	the	DET
fuelectenerg-6946	454	10	block	block	NOUN
fuelectenerg-6946	454	11	size	size	NOUN
fuelectenerg-6946	454	12	,	,	PUNCT
fuelectenerg-6946	454	13	as	as	SCONJ
fuelectenerg-6946	454	14	it	it	PRON
fuelectenerg-6946	454	15	is	be	AUX
fuelectenerg-6946	454	16	in	in	ADP
fuelectenerg-6946	454	17	the	the	DET
fuelectenerg-6946	454	18	previous	previous	ADJ
fuelectenerg-6946	454	19	technique	technique	NOUN
fuelectenerg-6946	454	20	,	,	PUNCT
fuelectenerg-6946	454	21	the	the	DET
fuelectenerg-6946	454	22	boundary	boundary	NOUN
fuelectenerg-6946	454	23	of	of	ADP
fuelectenerg-6946	454	24	the	the	DET
fuelectenerg-6946	454	25	input	input	NOUN
fuelectenerg-6946	454	26	split	split	NOUN
fuelectenerg-6946	454	27	will	will	AUX
fuelectenerg-6946	454	28	not	not	PART
fuelectenerg-6946	454	29	be	be	AUX
fuelectenerg-6946	454	30	aligned	align	VERB
fuelectenerg-6946	454	31	with	with	ADP
fuelectenerg-6946	454	32	the	the	DET
fuelectenerg-6946	454	33	block	block	NOUN
fuelectenerg-6946	454	34	boundary	boundary	NOUN
fuelectenerg-6946	454	35	,	,	PUNCT
fuelectenerg-6946	454	36	forcing	force	VERB
fuelectenerg-6946	454	37	the	the	DET
fuelectenerg-6946	454	38	hdfs	hdfs	NOUN
fuelectenerg-6946	454	39	to	to	PART
fuelectenerg-6946	454	40	fill	fill	VERB
fuelectenerg-6946	454	41	the	the	DET
fuelectenerg-6946	454	42	remaining	remain	VERB
fuelectenerg-6946	454	43	space	space	NOUN
fuelectenerg-6946	454	44	with	with	ADP
fuelectenerg-6946	454	45	the	the	DET
fuelectenerg-6946	454	46	next	next	ADJ
fuelectenerg-6946	454	47	input	input	NOUN
fuelectenerg-6946	454	48	split	split	NOUN
fuelectenerg-6946	454	49	.	.	PUNCT
fuelectenerg-6946	455	1	that	that	DET
fuelectenerg-6946	455	2	input	input	NOUN
fuelectenerg-6946	455	3	split	split	NOUN
fuelectenerg-6946	455	4	will	will	AUX
fuelectenerg-6946	455	5	be	be	AUX
fuelectenerg-6946	455	6	divided	divide	VERB
fuelectenerg-6946	455	7	having	have	VERB
fuelectenerg-6946	455	8	a	a	DET
fuelectenerg-6946	455	9	small	small	ADJ
fuelectenerg-6946	455	10	portion	portion	NOUN
fuelectenerg-6946	455	11	in	in	ADP
fuelectenerg-6946	455	12	one	one	NUM
fuelectenerg-6946	455	13	block	block	NOUN
fuelectenerg-6946	455	14	and	and	CCONJ
fuelectenerg-6946	455	15	a	a	DET
fuelectenerg-6946	455	16	larger	large	ADJ
fuelectenerg-6946	455	17	portion	portion	NOUN
fuelectenerg-6946	455	18	in	in	ADP
fuelectenerg-6946	455	19	the	the	DET
fuelectenerg-6946	455	20	next	next	ADJ
fuelectenerg-6946	455	21	block	block	NOUN
fuelectenerg-6946	455	22	.	.	PUNCT
fuelectenerg-6946	456	1	the	the	DET
fuelectenerg-6946	456	2	case	case	NOUN
fuelectenerg-6946	456	3	when	when	SCONJ
fuelectenerg-6946	456	4	one	one	NUM
fuelectenerg-6946	456	5	input	input	NOUN
fuelectenerg-6946	456	6	split	split	NOUN
fuelectenerg-6946	456	7	resides	reside	VERB
fuelectenerg-6946	456	8	in	in	ADP
fuelectenerg-6946	456	9	two	two	NUM
fuelectenerg-6946	456	10	blocks	block	NOUN
fuelectenerg-6946	456	11	will	will	AUX
fuelectenerg-6946	456	12	force	force	VERB
fuelectenerg-6946	456	13	the	the	DET
fuelectenerg-6946	456	14	hadoop	hadoop	NOUN
fuelectenerg-6946	456	15	to	to	PART
fuelectenerg-6946	456	16	copy	copy	VERB
fuelectenerg-6946	456	17	both	both	DET
fuelectenerg-6946	456	18	blocks	block	NOUN
fuelectenerg-6946	456	19	on	on	ADP
fuelectenerg-6946	456	20	the	the	DET
fuelectenerg-6946	456	21	node	node	NOUN
fuelectenerg-6946	456	22	where	where	SCONJ
fuelectenerg-6946	456	23	the	the	DET
fuelectenerg-6946	456	24	mapper	mapper	NOUN
fuelectenerg-6946	456	25	who	who	PRON
fuelectenerg-6946	456	26	processes	process	VERB
fuelectenerg-6946	456	27	the	the	DET
fuelectenerg-6946	456	28	particular	particular	ADJ
fuelectenerg-6946	456	29	input	input	NOUN
fuelectenerg-6946	456	30	split	split	NOUN
fuelectenerg-6946	456	31	is	be	AUX
fuelectenerg-6946	456	32	executed	execute	VERB
fuelectenerg-6946	456	33	.	.	PUNCT
fuelectenerg-6946	457	1	this	this	PRON
fuelectenerg-6946	457	2	can	can	AUX
fuelectenerg-6946	457	3	cause	cause	VERB
fuelectenerg-6946	457	4	large	large	ADJ
fuelectenerg-6946	457	5	and	and	CCONJ
fuelectenerg-6946	457	6	unnecessary	unnecessary	ADJ
fuelectenerg-6946	457	7	network	network	NOUN
fuelectenerg-6946	457	8	traffic	traffic	NOUN
fuelectenerg-6946	457	9	while	while	SCONJ
fuelectenerg-6946	457	10	copying	copy	VERB
fuelectenerg-6946	457	11	the	the	DET
fuelectenerg-6946	457	12	blocks	block	NOUN
fuelectenerg-6946	457	13	.	.	PUNCT
fuelectenerg-6946	458	1	to	to	PART
fuelectenerg-6946	458	2	overcome	overcome	VERB
fuelectenerg-6946	458	3	this	this	DET
fuelectenerg-6946	458	4	issue	issue	NOUN
fuelectenerg-6946	458	5	and	and	CCONJ
fuelectenerg-6946	458	6	prevent	prevent	VERB
fuelectenerg-6946	458	7	unnecessary	unnecessary	ADJ
fuelectenerg-6946	458	8	blocks	block	NOUN
fuelectenerg-6946	458	9	copying	copy	VERB
fuelectenerg-6946	458	10	,	,	PUNCT
fuelectenerg-6946	458	11	we	we	PRON
fuelectenerg-6946	458	12	propose	propose	VERB
fuelectenerg-6946	458	13	the	the	DET
fuelectenerg-6946	458	14	fourth	fourth	ADJ
fuelectenerg-6946	458	15	technique	technique	NOUN
fuelectenerg-6946	458	16	where	where	SCONJ
fuelectenerg-6946	458	17	we	we	PRON
fuelectenerg-6946	458	18	have	have	VERB
fuelectenerg-6946	458	19	a	a	DET
fuelectenerg-6946	458	20	custom	custom	NOUN
fuelectenerg-6946	458	21	inputformat	inputformat	NOUN
fuelectenerg-6946	458	22	and	and	CCONJ
fuelectenerg-6946	458	23	the	the	DET
fuelectenerg-6946	458	24	exact	exact	ADJ
fuelectenerg-6946	458	25	same	same	ADJ
fuelectenerg-6946	458	26	sizes	size	NOUN
fuelectenerg-6946	458	27	of	of	ADP
fuelectenerg-6946	458	28	blocks	block	NOUN
fuelectenerg-6946	458	29	and	and	CCONJ
fuelectenerg-6946	458	30	input	input	NOUN
fuelectenerg-6946	458	31	splits	split	NOUN
fuelectenerg-6946	458	32	(	(	PUNCT
fuelectenerg-6946	458	33	fig	fig	NOUN
fuelectenerg-6946	458	34	.	.	PUNCT
fuelectenerg-6946	459	1	8)	8)	NUM
fuelectenerg-6946	459	2	.	.	PUNCT
fuelectenerg-6946	460	1	now	now	ADV
fuelectenerg-6946	460	2	,	,	PUNCT
fuelectenerg-6946	460	3	the	the	DET
fuelectenerg-6946	460	4	boundaries	boundary	NOUN
fuelectenerg-6946	460	5	250	250	NUM
fuelectenerg-6946	460	6	v.	v.	ADP
fuelectenerg-6946	460	7	ćirić	ćirić	NOUN
fuelectenerg-6946	460	8	,	,	PUNCT
fuelectenerg-6946	460	9	d.	d.	PROPN
fuelectenerg-6946	460	10	cvetković	cvetković	PROPN
fuelectenerg-6946	460	11	,	,	PUNCT
fuelectenerg-6946	460	12	n.	n.	PROPN
fuelectenerg-6946	460	13	gavrilović	gavrilović	PROPN
fuelectenerg-6946	460	14	,	,	PUNCT
fuelectenerg-6946	460	15	n.	n.	PROPN
fuelectenerg-6946	460	16	stojanović	stojanović	PROPN
fuelectenerg-6946	460	17	,	,	PUNCT
fuelectenerg-6946	460	18	i.	i.	PROPN
fuelectenerg-6946	460	19	milentijević	milentijević	PROPN
fuelectenerg-6946	460	20	input	input	PROPN
fuelectenerg-6946	460	21	splits	split	VERB
fuelectenerg-6946	460	22	design	design	NOUN
fuelectenerg-6946	460	23	techniques	technique	NOUN
fuelectenerg-6946	460	24	for	for	ADP
fuelectenerg-6946	460	25	ids	id	NOUN
fuelectenerg-6946	460	26	on	on	ADP
fuelectenerg-6946	460	27	hadoop	hadoop	NOUN
fuelectenerg-6946	460	28	cluster	cluster	NOUN
fuelectenerg-6946	460	29	251	251	NUM
fuelectenerg-6946	460	30	12	12	NUM
fuelectenerg-6946	460	31	v.ciric	v.ciric	NOUN
fuelectenerg-6946	460	32	et	et	PROPN
fuelectenerg-6946	460	33	al	al	PROPN
fuelectenerg-6946	460	34	.	.	PROPN
fuelectenerg-6946	460	35	fig	fig	PROPN
fuelectenerg-6946	460	36	.	.	PUNCT
fuelectenerg-6946	461	1	7	7	NUM
fuelectenerg-6946	461	2	:	:	PUNCT
fuelectenerg-6946	461	3	probabilistic	probabilistic	ADJ
fuelectenerg-6946	461	4	method	method	NOUN
fuelectenerg-6946	461	5	for	for	ADP
fuelectenerg-6946	461	6	packets	packet	NOUN
fuelectenerg-6946	461	7	boundaries	boundary	NOUN
fuelectenerg-6946	461	8	detection	detection	NOUN
fuelectenerg-6946	461	9	worst	bad	ADJ
fuelectenerg-6946	461	10	case	case	NOUN
fuelectenerg-6946	461	11	scenario	scenario	VERB
fuelectenerg-6946	461	12	the	the	DET
fuelectenerg-6946	461	13	number	number	NOUN
fuelectenerg-6946	461	14	of	of	ADP
fuelectenerg-6946	461	15	offsets	offset	NOUN
fuelectenerg-6946	461	16	that	that	PRON
fuelectenerg-6946	461	17	should	should	AUX
fuelectenerg-6946	461	18	be	be	AUX
fuelectenerg-6946	461	19	examined	examine	VERB
fuelectenerg-6946	461	20	is	be	AUX
fuelectenerg-6946	461	21	equal	equal	ADJ
fuelectenerg-6946	461	22	to	to	ADP
fuelectenerg-6946	461	23	the	the	DET
fuelectenerg-6946	461	24	maximum	maximum	ADJ
fuelectenerg-6946	461	25	length	length	NOUN
fuelectenerg-6946	461	26	of	of	ADP
fuelectenerg-6946	461	27	ethernet	ethernet	NOUN
fuelectenerg-6946	461	28	frame	frame	NOUN
fuelectenerg-6946	461	29	,	,	PUNCT
fuelectenerg-6946	461	30	which	which	PRON
fuelectenerg-6946	461	31	is	be	AUX
fuelectenerg-6946	461	32	not	not	PART
fuelectenerg-6946	461	33	a	a	DET
fuelectenerg-6946	461	34	problem	problem	NOUN
fuelectenerg-6946	461	35	having	have	VERB
fuelectenerg-6946	461	36	in	in	ADP
fuelectenerg-6946	461	37	mind	mind	NOUN
fuelectenerg-6946	461	38	that	that	SCONJ
fuelectenerg-6946	461	39	we	we	PRON
fuelectenerg-6946	461	40	already	already	ADV
fuelectenerg-6946	461	41	have	have	AUX
fuelectenerg-6946	461	42	y	y	PROPN
fuelectenerg-6946	461	43	bytes	byte	NOUN
fuelectenerg-6946	461	44	from	from	ADP
fuelectenerg-6946	461	45	pcap	pcap	NOUN
fuelectenerg-6946	461	46	loaded	load	VERB
fuelectenerg-6946	461	47	and	and	CCONJ
fuelectenerg-6946	461	48	available	available	ADJ
fuelectenerg-6946	461	49	.	.	PUNCT
fuelectenerg-6946	462	1	even	even	ADV
fuelectenerg-6946	462	2	in	in	ADP
fuelectenerg-6946	462	3	this	this	DET
fuelectenerg-6946	462	4	case	case	NOUN
fuelectenerg-6946	462	5	,	,	PUNCT
fuelectenerg-6946	462	6	it	it	PRON
fuelectenerg-6946	462	7	is	be	AUX
fuelectenerg-6946	462	8	much	much	ADV
fuelectenerg-6946	462	9	less	less	ADJ
fuelectenerg-6946	462	10	than	than	ADP
fuelectenerg-6946	462	11	loading	loading	NOUN
fuelectenerg-6946	462	12	and	and	CCONJ
fuelectenerg-6946	462	13	processing	processing	NOUN
fuelectenerg-6946	462	14	of	of	ADP
fuelectenerg-6946	462	15	all	all	DET
fuelectenerg-6946	462	16	z	z	NOUN
fuelectenerg-6946	462	17	bytes	byte	NOUN
fuelectenerg-6946	462	18	.	.	PUNCT
fuelectenerg-6946	463	1	with	with	ADP
fuelectenerg-6946	463	2	the	the	DET
fuelectenerg-6946	463	3	careful	careful	ADJ
fuelectenerg-6946	463	4	selection	selection	NOUN
fuelectenerg-6946	463	5	of	of	ADP
fuelectenerg-6946	463	6	the	the	DET
fuelectenerg-6946	463	7	parameters	parameter	NOUN
fuelectenerg-6946	463	8	x	x	SYM
fuelectenerg-6946	463	9	,	,	PUNCT
fuelectenerg-6946	463	10	y	y	PROPN
fuelectenerg-6946	463	11	and	and	CCONJ
fuelectenerg-6946	463	12	k	k	PROPN
fuelectenerg-6946	463	13	,	,	PUNCT
fuelectenerg-6946	463	14	high	high	ADJ
fuelectenerg-6946	463	15	degree	degree	NOUN
fuelectenerg-6946	463	16	of	of	ADP
fuelectenerg-6946	463	17	certainty	certainty	NOUN
fuelectenerg-6946	463	18	of	of	ADP
fuelectenerg-6946	463	19	the	the	DET
fuelectenerg-6946	463	20	proposed	propose	VERB
fuelectenerg-6946	463	21	technique	technique	NOUN
fuelectenerg-6946	463	22	can	can	AUX
fuelectenerg-6946	463	23	be	be	AUX
fuelectenerg-6946	463	24	reached	reach	VERB
fuelectenerg-6946	463	25	.	.	PUNCT
fuelectenerg-6946	464	1	in	in	ADP
fuelectenerg-6946	464	2	our	our	PRON
fuelectenerg-6946	464	3	implementation	implementation	NOUN
fuelectenerg-6946	464	4	we	we	PRON
fuelectenerg-6946	464	5	selected	select	VERB
fuelectenerg-6946	464	6	the	the	DET
fuelectenerg-6946	464	7	following	follow	VERB
fuelectenerg-6946	464	8	parameters	parameter	NOUN
fuelectenerg-6946	464	9	:	:	PUNCT
fuelectenerg-6946	465	1	z	z	NOUN
fuelectenerg-6946	465	2	=	=	SYM
fuelectenerg-6946	465	3	128	128	NUM
fuelectenerg-6946	465	4	mb	mb	NOUN
fuelectenerg-6946	465	5	,	,	PUNCT
fuelectenerg-6946	465	6	x	x	PUNCT
fuelectenerg-6946	465	7	=	=	SYM
fuelectenerg-6946	465	8	123	123	NUM
fuelectenerg-6946	465	9	mb	mb	NOUN
fuelectenerg-6946	465	10	and	and	CCONJ
fuelectenerg-6946	465	11	y	y	PROPN
fuelectenerg-6946	465	12	=	=	PROPN
fuelectenerg-6946	465	13	5	5	NUM
fuelectenerg-6946	465	14	mb	mb	NOUN
fuelectenerg-6946	465	15	.	.	NOUN
fuelectenerg-6946	466	1	in	in	ADP
fuelectenerg-6946	466	2	the	the	DET
fuelectenerg-6946	466	3	portion	portion	NOUN
fuelectenerg-6946	466	4	of	of	ADP
fuelectenerg-6946	466	5	y	y	PROPN
fuelectenerg-6946	466	6	=	=	PUNCT
fuelectenerg-6946	466	7	5	5	NUM
fuelectenerg-6946	466	8	mb	mb	ADV
fuelectenerg-6946	466	9	there	there	PRON
fuelectenerg-6946	466	10	are	be	VERB
fuelectenerg-6946	466	11	more	more	ADJ
fuelectenerg-6946	466	12	than	than	ADP
fuelectenerg-6946	466	13	3.000	3.000	NUM
fuelectenerg-6946	466	14	ethernet	ethernet	NOUN
fuelectenerg-6946	466	15	frames	frame	NOUN
fuelectenerg-6946	466	16	,	,	PUNCT
fuelectenerg-6946	466	17	more	more	ADV
fuelectenerg-6946	466	18	then	then	ADV
fuelectenerg-6946	466	19	enough	enough	ADJ
fuelectenerg-6946	466	20	for	for	SCONJ
fuelectenerg-6946	466	21	us	we	PRON
fuelectenerg-6946	466	22	not	not	PART
fuelectenerg-6946	466	23	to	to	PART
fuelectenerg-6946	466	24	obtain	obtain	VERB
fuelectenerg-6946	466	25	any	any	DET
fuelectenerg-6946	466	26	false	false	ADJ
fuelectenerg-6946	466	27	positive	positive	ADJ
fuelectenerg-6946	466	28	,	,	PUNCT
fuelectenerg-6946	466	29	while	while	SCONJ
fuelectenerg-6946	466	30	loading	load	VERB
fuelectenerg-6946	466	31	only	only	ADV
fuelectenerg-6946	466	32	4	4	NUM
fuelectenerg-6946	466	33	%	%	NOUN
fuelectenerg-6946	466	34	of	of	ADP
fuelectenerg-6946	466	35	the	the	DET
fuelectenerg-6946	466	36	pcap	pcap	NOUN
fuelectenerg-6946	466	37	file	file	NOUN
fuelectenerg-6946	466	38	.	.	PUNCT
fuelectenerg-6946	467	1	technique	technique	NOUN
fuelectenerg-6946	467	2	4	4	NUM
fuelectenerg-6946	467	3	custom	custom	NOUN
fuelectenerg-6946	467	4	inputformat	inputformat	NOUN
fuelectenerg-6946	467	5	with	with	ADP
fuelectenerg-6946	467	6	aligned	aligned	ADJ
fuelectenerg-6946	467	7	blocks	block	NOUN
fuelectenerg-6946	467	8	and	and	CCONJ
fuelectenerg-6946	467	9	input	input	NOUN
fuelectenerg-6946	467	10	splits	split	VERB
fuelectenerg-6946	467	11	the	the	DET
fuelectenerg-6946	467	12	previous	previous	ADJ
fuelectenerg-6946	467	13	technique	technique	NOUN
fuelectenerg-6946	467	14	has	have	VERB
fuelectenerg-6946	467	15	an	an	DET
fuelectenerg-6946	467	16	important	important	ADJ
fuelectenerg-6946	467	17	drawback	drawback	NOUN
fuelectenerg-6946	467	18	regarding	regard	VERB
fuelectenerg-6946	467	19	the	the	DET
fuelectenerg-6946	467	20	way	way	NOUN
fuelectenerg-6946	467	21	how	how	SCONJ
fuelectenerg-6946	467	22	the	the	DET
fuelectenerg-6946	467	23	hdfs	hdfs	NOUN
fuelectenerg-6946	467	24	operates	operate	VERB
fuelectenerg-6946	467	25	in	in	ADP
fuelectenerg-6946	467	26	the	the	DET
fuelectenerg-6946	467	27	case	case	NOUN
fuelectenerg-6946	467	28	of	of	ADP
fuelectenerg-6946	467	29	unequal	unequal	ADJ
fuelectenerg-6946	467	30	sizes	size	NOUN
fuelectenerg-6946	467	31	of	of	ADP
fuelectenerg-6946	467	32	blocks	block	NOUN
fuelectenerg-6946	467	33	and	and	CCONJ
fuelectenerg-6946	467	34	input	input	NOUN
fuelectenerg-6946	467	35	splits	split	NOUN
fuelectenerg-6946	467	36	.	.	PUNCT
fuelectenerg-6946	468	1	in	in	ADP
fuelectenerg-6946	468	2	any	any	DET
fuelectenerg-6946	468	3	case	case	NOUN
fuelectenerg-6946	468	4	,	,	PUNCT
fuelectenerg-6946	468	5	the	the	DET
fuelectenerg-6946	468	6	hdfs	hdfs	ADJ
fuelectenerg-6946	468	7	block	block	NOUN
fuelectenerg-6946	468	8	size	size	NOUN
fuelectenerg-6946	468	9	is	be	AUX
fuelectenerg-6946	468	10	constant	constant	ADJ
fuelectenerg-6946	468	11	.	.	PUNCT
fuelectenerg-6946	469	1	if	if	SCONJ
fuelectenerg-6946	469	2	the	the	DET
fuelectenerg-6946	469	3	input	input	NOUN
fuelectenerg-6946	469	4	split	split	NOUN
fuelectenerg-6946	469	5	size	size	NOUN
fuelectenerg-6946	469	6	is	be	AUX
fuelectenerg-6946	469	7	less	less	ADJ
fuelectenerg-6946	469	8	than	than	ADP
fuelectenerg-6946	469	9	the	the	DET
fuelectenerg-6946	469	10	block	block	NOUN
fuelectenerg-6946	469	11	size	size	NOUN
fuelectenerg-6946	469	12	,	,	PUNCT
fuelectenerg-6946	469	13	as	as	SCONJ
fuelectenerg-6946	469	14	it	it	PRON
fuelectenerg-6946	469	15	is	be	AUX
fuelectenerg-6946	469	16	in	in	ADP
fuelectenerg-6946	469	17	the	the	DET
fuelectenerg-6946	469	18	previous	previous	ADJ
fuelectenerg-6946	469	19	technique	technique	NOUN
fuelectenerg-6946	469	20	,	,	PUNCT
fuelectenerg-6946	469	21	the	the	DET
fuelectenerg-6946	469	22	boundary	boundary	NOUN
fuelectenerg-6946	469	23	of	of	ADP
fuelectenerg-6946	469	24	the	the	DET
fuelectenerg-6946	469	25	input	input	NOUN
fuelectenerg-6946	469	26	split	split	NOUN
fuelectenerg-6946	469	27	will	will	AUX
fuelectenerg-6946	469	28	not	not	PART
fuelectenerg-6946	469	29	be	be	AUX
fuelectenerg-6946	469	30	aligned	align	VERB
fuelectenerg-6946	469	31	with	with	ADP
fuelectenerg-6946	469	32	the	the	DET
fuelectenerg-6946	469	33	block	block	NOUN
fuelectenerg-6946	469	34	boundary	boundary	NOUN
fuelectenerg-6946	469	35	,	,	PUNCT
fuelectenerg-6946	469	36	forcing	force	VERB
fuelectenerg-6946	469	37	the	the	DET
fuelectenerg-6946	469	38	hdfs	hdfs	NOUN
fuelectenerg-6946	469	39	to	to	PART
fuelectenerg-6946	469	40	fill	fill	VERB
fuelectenerg-6946	469	41	the	the	DET
fuelectenerg-6946	469	42	remaining	remain	VERB
fuelectenerg-6946	469	43	space	space	NOUN
fuelectenerg-6946	469	44	with	with	ADP
fuelectenerg-6946	469	45	the	the	DET
fuelectenerg-6946	469	46	next	next	ADJ
fuelectenerg-6946	469	47	input	input	NOUN
fuelectenerg-6946	469	48	split	split	NOUN
fuelectenerg-6946	469	49	.	.	PUNCT
fuelectenerg-6946	470	1	that	that	DET
fuelectenerg-6946	470	2	input	input	NOUN
fuelectenerg-6946	470	3	split	split	NOUN
fuelectenerg-6946	470	4	will	will	AUX
fuelectenerg-6946	470	5	be	be	AUX
fuelectenerg-6946	470	6	divided	divide	VERB
fuelectenerg-6946	470	7	having	have	VERB
fuelectenerg-6946	470	8	a	a	DET
fuelectenerg-6946	470	9	small	small	ADJ
fuelectenerg-6946	470	10	portion	portion	NOUN
fuelectenerg-6946	470	11	in	in	ADP
fuelectenerg-6946	470	12	one	one	NUM
fuelectenerg-6946	470	13	block	block	NOUN
fuelectenerg-6946	470	14	and	and	CCONJ
fuelectenerg-6946	470	15	a	a	DET
fuelectenerg-6946	470	16	larger	large	ADJ
fuelectenerg-6946	470	17	portion	portion	NOUN
fuelectenerg-6946	470	18	in	in	ADP
fuelectenerg-6946	470	19	the	the	DET
fuelectenerg-6946	470	20	next	next	ADJ
fuelectenerg-6946	470	21	block	block	NOUN
fuelectenerg-6946	470	22	.	.	PUNCT
fuelectenerg-6946	471	1	the	the	DET
fuelectenerg-6946	471	2	case	case	NOUN
fuelectenerg-6946	471	3	when	when	SCONJ
fuelectenerg-6946	471	4	one	one	NUM
fuelectenerg-6946	471	5	input	input	NOUN
fuelectenerg-6946	471	6	split	split	NOUN
fuelectenerg-6946	471	7	resides	reside	VERB
fuelectenerg-6946	471	8	in	in	ADP
fuelectenerg-6946	471	9	two	two	NUM
fuelectenerg-6946	471	10	blocks	block	NOUN
fuelectenerg-6946	471	11	will	will	AUX
fuelectenerg-6946	471	12	force	force	VERB
fuelectenerg-6946	471	13	the	the	DET
fuelectenerg-6946	471	14	hadoop	hadoop	NOUN
fuelectenerg-6946	471	15	to	to	PART
fuelectenerg-6946	471	16	copy	copy	VERB
fuelectenerg-6946	471	17	both	both	DET
fuelectenerg-6946	471	18	blocks	block	NOUN
fuelectenerg-6946	471	19	on	on	ADP
fuelectenerg-6946	471	20	the	the	DET
fuelectenerg-6946	471	21	node	node	NOUN
fuelectenerg-6946	471	22	where	where	SCONJ
fuelectenerg-6946	471	23	the	the	DET
fuelectenerg-6946	471	24	mapper	mapper	NOUN
fuelectenerg-6946	471	25	who	who	PRON
fuelectenerg-6946	471	26	processes	process	VERB
fuelectenerg-6946	471	27	the	the	DET
fuelectenerg-6946	471	28	particular	particular	ADJ
fuelectenerg-6946	471	29	input	input	NOUN
fuelectenerg-6946	471	30	split	split	NOUN
fuelectenerg-6946	471	31	is	be	AUX
fuelectenerg-6946	471	32	executed	execute	VERB
fuelectenerg-6946	471	33	.	.	PUNCT
fuelectenerg-6946	472	1	this	this	PRON
fuelectenerg-6946	472	2	can	can	AUX
fuelectenerg-6946	472	3	cause	cause	VERB
fuelectenerg-6946	472	4	large	large	ADJ
fuelectenerg-6946	472	5	and	and	CCONJ
fuelectenerg-6946	472	6	unnecessary	unnecessary	ADJ
fuelectenerg-6946	472	7	network	network	NOUN
fuelectenerg-6946	472	8	traffic	traffic	NOUN
fuelectenerg-6946	472	9	while	while	SCONJ
fuelectenerg-6946	472	10	copying	copy	VERB
fuelectenerg-6946	472	11	the	the	DET
fuelectenerg-6946	472	12	blocks	block	NOUN
fuelectenerg-6946	472	13	.	.	PUNCT
fuelectenerg-6946	473	1	to	to	PART
fuelectenerg-6946	473	2	overcome	overcome	VERB
fuelectenerg-6946	473	3	this	this	DET
fuelectenerg-6946	473	4	issue	issue	NOUN
fuelectenerg-6946	473	5	and	and	CCONJ
fuelectenerg-6946	473	6	prevent	prevent	VERB
fuelectenerg-6946	473	7	unnecessary	unnecessary	ADJ
fuelectenerg-6946	473	8	blocks	block	NOUN
fuelectenerg-6946	473	9	copying	copy	VERB
fuelectenerg-6946	473	10	,	,	PUNCT
fuelectenerg-6946	473	11	we	we	PRON
fuelectenerg-6946	473	12	propose	propose	VERB
fuelectenerg-6946	473	13	the	the	DET
fuelectenerg-6946	473	14	fourth	fourth	ADJ
fuelectenerg-6946	473	15	technique	technique	NOUN
fuelectenerg-6946	473	16	where	where	SCONJ
fuelectenerg-6946	473	17	we	we	PRON
fuelectenerg-6946	473	18	have	have	VERB
fuelectenerg-6946	473	19	a	a	DET
fuelectenerg-6946	473	20	custom	custom	NOUN
fuelectenerg-6946	473	21	inputformat	inputformat	NOUN
fuelectenerg-6946	473	22	and	and	CCONJ
fuelectenerg-6946	473	23	the	the	DET
fuelectenerg-6946	473	24	exact	exact	ADJ
fuelectenerg-6946	473	25	same	same	ADJ
fuelectenerg-6946	473	26	sizes	size	NOUN
fuelectenerg-6946	473	27	of	of	ADP
fuelectenerg-6946	473	28	blocks	block	NOUN
fuelectenerg-6946	473	29	and	and	CCONJ
fuelectenerg-6946	473	30	input	input	NOUN
fuelectenerg-6946	473	31	splits	split	NOUN
fuelectenerg-6946	473	32	(	(	PUNCT
fuelectenerg-6946	473	33	fig	fig	NOUN
fuelectenerg-6946	473	34	.	.	PUNCT
fuelectenerg-6946	474	1	8)	8)	NUM
fuelectenerg-6946	474	2	.	.	PUNCT
fuelectenerg-6946	475	1	now	now	ADV
fuelectenerg-6946	475	2	,	,	PUNCT
fuelectenerg-6946	475	3	the	the	DET
fuelectenerg-6946	475	4	boundaries	boundary	NOUN
fuelectenerg-6946	475	5	input	input	NOUN
fuelectenerg-6946	475	6	splits	split	VERB
fuelectenerg-6946	475	7	design	design	NOUN
fuelectenerg-6946	475	8	techniques	technique	NOUN
fuelectenerg-6946	475	9	for	for	ADP
fuelectenerg-6946	475	10	ids	id	NOUN
fuelectenerg-6946	475	11	on	on	ADP
fuelectenerg-6946	475	12	hadoop	hadoop	NOUN
fuelectenerg-6946	475	13	cluster	cluster	NOUN
fuelectenerg-6946	475	14	13	13	NUM
fuelectenerg-6946	475	15	of	of	ADP
fuelectenerg-6946	475	16	input	input	NOUN
fuelectenerg-6946	475	17	splits	split	NOUN
fuelectenerg-6946	475	18	are	be	AUX
fuelectenerg-6946	475	19	not	not	PART
fuelectenerg-6946	475	20	aligned	align	VERB
fuelectenerg-6946	475	21	with	with	ADP
fuelectenerg-6946	475	22	the	the	DET
fuelectenerg-6946	475	23	boundaries	boundary	NOUN
fuelectenerg-6946	475	24	of	of	ADP
fuelectenerg-6946	475	25	network	network	NOUN
fuelectenerg-6946	475	26	packets	packet	NOUN
fuelectenerg-6946	475	27	in	in	ADP
fuelectenerg-6946	475	28	most	most	ADJ
fuelectenerg-6946	475	29	cases	case	NOUN
fuelectenerg-6946	475	30	,	,	PUNCT
fuelectenerg-6946	475	31	and	and	CCONJ
fuelectenerg-6946	475	32	they	they	PRON
fuelectenerg-6946	475	33	split	split	VERB
fuelectenerg-6946	475	34	some	some	DET
fuelectenerg-6946	475	35	packets	packet	NOUN
fuelectenerg-6946	475	36	into	into	ADP
fuelectenerg-6946	475	37	two	two	NUM
fuelectenerg-6946	475	38	parts	part	NOUN
fuelectenerg-6946	475	39	(	(	PUNCT
fuelectenerg-6946	475	40	fig	fig	NOUN
fuelectenerg-6946	475	41	.	.	PUNCT
fuelectenerg-6946	476	1	8)	8)	NUM
fuelectenerg-6946	476	2	.	.	PUNCT
fuelectenerg-6946	477	1	therefore	therefore	ADV
fuelectenerg-6946	477	2	,	,	PUNCT
fuelectenerg-6946	477	3	we	we	PRON
fuelectenerg-6946	477	4	will	will	AUX
fuelectenerg-6946	477	5	ignore	ignore	VERB
fuelectenerg-6946	477	6	the	the	DET
fuelectenerg-6946	477	7	split	split	ADJ
fuelectenerg-6946	477	8	packets	packet	NOUN
fuelectenerg-6946	477	9	as	as	ADP
fuelectenerg-6946	477	10	invalid	invalid	ADJ
fuelectenerg-6946	477	11	.	.	PUNCT
fuelectenerg-6946	478	1	they	they	PRON
fuelectenerg-6946	478	2	intentionally	intentionally	ADV
fuelectenerg-6946	478	3	will	will	AUX
fuelectenerg-6946	478	4	not	not	PART
fuelectenerg-6946	478	5	be	be	AUX
fuelectenerg-6946	478	6	processed	process	VERB
fuelectenerg-6946	478	7	further	far	ADV
fuelectenerg-6946	478	8	through	through	ADP
fuelectenerg-6946	478	9	the	the	DET
fuelectenerg-6946	478	10	mapreduce	mapreduce	PROPN
fuelectenerg-6946	478	11	framework	framework	NOUN
fuelectenerg-6946	478	12	,	,	PUNCT
fuelectenerg-6946	478	13	leaving	leave	VERB
fuelectenerg-6946	478	14	the	the	DET
fuelectenerg-6946	478	15	small	small	ADJ
fuelectenerg-6946	478	16	chance	chance	NOUN
fuelectenerg-6946	478	17	of	of	ADP
fuelectenerg-6946	478	18	false	false	ADJ
fuelectenerg-6946	478	19	negative	negative	ADJ
fuelectenerg-6946	478	20	response	response	NOUN
fuelectenerg-6946	478	21	of	of	ADP
fuelectenerg-6946	478	22	our	our	PRON
fuelectenerg-6946	478	23	network	network	NOUN
fuelectenerg-6946	478	24	intrusion	intrusion	NOUN
fuelectenerg-6946	478	25	detection	detection	NOUN
fuelectenerg-6946	478	26	system	system	NOUN
fuelectenerg-6946	478	27	for	for	ADP
fuelectenerg-6946	478	28	the	the	DET
fuelectenerg-6946	478	29	sake	sake	NOUN
fuelectenerg-6946	478	30	of	of	ADP
fuelectenerg-6946	478	31	speed	speed	NOUN
fuelectenerg-6946	478	32	gain	gain	NOUN
fuelectenerg-6946	478	33	by	by	ADP
fuelectenerg-6946	478	34	avoiding	avoid	VERB
fuelectenerg-6946	478	35	of	of	ADP
fuelectenerg-6946	478	36	unnecessary	unnecessary	ADJ
fuelectenerg-6946	478	37	block	block	NOUN
fuelectenerg-6946	478	38	copying	copying	NOUN
fuelectenerg-6946	478	39	.	.	PUNCT
fuelectenerg-6946	479	1	in	in	ADP
fuelectenerg-6946	479	2	the	the	DET
fuelectenerg-6946	479	3	worst	bad	ADJ
fuelectenerg-6946	479	4	case	case	NOUN
fuelectenerg-6946	479	5	,	,	PUNCT
fuelectenerg-6946	479	6	the	the	DET
fuelectenerg-6946	479	7	number	number	NOUN
fuelectenerg-6946	479	8	of	of	ADP
fuelectenerg-6946	479	9	packets	packet	NOUN
fuelectenerg-6946	479	10	that	that	PRON
fuelectenerg-6946	479	11	will	will	AUX
fuelectenerg-6946	479	12	not	not	PART
fuelectenerg-6946	479	13	be	be	AUX
fuelectenerg-6946	479	14	processed	process	VERB
fuelectenerg-6946	479	15	can	can	AUX
fuelectenerg-6946	479	16	be	be	AUX
fuelectenerg-6946	479	17	equal	equal	ADJ
fuelectenerg-6946	479	18	to	to	ADP
fuelectenerg-6946	479	19	the	the	DET
fuelectenerg-6946	479	20	number	number	NOUN
fuelectenerg-6946	479	21	of	of	ADP
fuelectenerg-6946	479	22	input	input	NOUN
fuelectenerg-6946	479	23	splits	split	NOUN
fuelectenerg-6946	479	24	,	,	PUNCT
fuelectenerg-6946	479	25	i.e.	i.e.	X
fuelectenerg-6946	479	26	one	one	NUM
fuelectenerg-6946	479	27	invalid	invalid	ADJ
fuelectenerg-6946	479	28	packet	packet	NOUN
fuelectenerg-6946	479	29	per	per	ADP
fuelectenerg-6946	479	30	input	input	NOUN
fuelectenerg-6946	479	31	split	split	NOUN
fuelectenerg-6946	479	32	(	(	PUNCT
fuelectenerg-6946	479	33	roughly	roughly	ADV
fuelectenerg-6946	479	34	one	one	NUM
fuelectenerg-6946	479	35	ethernet	ethernet	NOUN
fuelectenerg-6946	479	36	frame	frame	NOUN
fuelectenerg-6946	479	37	per	per	ADP
fuelectenerg-6946	479	38	100.000	100.000	NUM
fuelectenerg-6946	479	39	frames	frame	NOUN
fuelectenerg-6946	479	40	will	will	AUX
fuelectenerg-6946	479	41	be	be	AUX
fuelectenerg-6946	479	42	ignored	ignore	VERB
fuelectenerg-6946	479	43	)	)	PUNCT
fuelectenerg-6946	479	44	.	.	PUNCT
fuelectenerg-6946	480	1	the	the	DET
fuelectenerg-6946	480	2	problem	problem	NOUN
fuelectenerg-6946	480	3	that	that	PRON
fuelectenerg-6946	480	4	remains	remain	VERB
fuelectenerg-6946	480	5	is	be	AUX
fuelectenerg-6946	480	6	finding	find	VERB
fuelectenerg-6946	480	7	valid	valid	ADJ
fuelectenerg-6946	480	8	beginning	beginning	NOUN
fuelectenerg-6946	480	9	of	of	ADP
fuelectenerg-6946	480	10	the	the	DET
fuelectenerg-6946	480	11	first	first	ADJ
fuelectenerg-6946	480	12	packet	packet	NOUN
fuelectenerg-6946	480	13	within	within	ADP
fuelectenerg-6946	480	14	the	the	DET
fuelectenerg-6946	480	15	input	input	NOUN
fuelectenerg-6946	480	16	split	split	NOUN
fuelectenerg-6946	480	17	,	,	PUNCT
fuelectenerg-6946	480	18	and	and	CCONJ
fuelectenerg-6946	480	19	this	this	PRON
fuelectenerg-6946	480	20	is	be	AUX
fuelectenerg-6946	480	21	a	a	DET
fuelectenerg-6946	480	22	reason	reason	NOUN
fuelectenerg-6946	480	23	for	for	ADP
fuelectenerg-6946	480	24	having	have	VERB
fuelectenerg-6946	480	25	a	a	DET
fuelectenerg-6946	480	26	custom	custom	NOUN
fuelectenerg-6946	480	27	inputformat	inputformat	NOUN
fuelectenerg-6946	480	28	within	within	ADP
fuelectenerg-6946	480	29	this	this	DET
fuelectenerg-6946	480	30	technique	technique	NOUN
fuelectenerg-6946	480	31	,	,	PUNCT
fuelectenerg-6946	480	32	too	too	ADV
fuelectenerg-6946	480	33	.	.	PUNCT
fuelectenerg-6946	481	1	to	to	PART
fuelectenerg-6946	481	2	find	find	VERB
fuelectenerg-6946	481	3	the	the	DET
fuelectenerg-6946	481	4	first	first	ADJ
fuelectenerg-6946	481	5	valid	valid	ADJ
fuelectenerg-6946	481	6	packet	packet	NOUN
fuelectenerg-6946	481	7	in	in	ADP
fuelectenerg-6946	481	8	input	input	NOUN
fuelectenerg-6946	481	9	split	split	NOUN
fuelectenerg-6946	481	10	,	,	PUNCT
fuelectenerg-6946	481	11	we	we	PRON
fuelectenerg-6946	481	12	use	use	VERB
fuelectenerg-6946	481	13	the	the	DET
fuelectenerg-6946	481	14	same	same	ADJ
fuelectenerg-6946	481	15	probabilistic	probabilistic	ADJ
fuelectenerg-6946	481	16	algorithm	algorithm	NOUN
fuelectenerg-6946	481	17	as	as	ADP
fuelectenerg-6946	481	18	in	in	ADP
fuelectenerg-6946	481	19	the	the	DET
fuelectenerg-6946	481	20	previous	previous	ADJ
fuelectenerg-6946	481	21	technique	technique	NOUN
fuelectenerg-6946	481	22	,	,	PUNCT
fuelectenerg-6946	481	23	and	and	CCONJ
fuelectenerg-6946	481	24	we	we	PRON
fuelectenerg-6946	481	25	search	search	VERB
fuelectenerg-6946	481	26	through	through	ADP
fuelectenerg-6946	481	27	the	the	DET
fuelectenerg-6946	481	28	first	first	ADJ
fuelectenerg-6946	481	29	y	y	PROPN
fuelectenerg-6946	481	30	bytes	byte	NOUN
fuelectenerg-6946	481	31	of	of	ADP
fuelectenerg-6946	481	32	the	the	DET
fuelectenerg-6946	481	33	input	input	NOUN
fuelectenerg-6946	481	34	split	split	NOUN
fuelectenerg-6946	481	35	for	for	ADP
fuelectenerg-6946	481	36	the	the	DET
fuelectenerg-6946	481	37	valid	valid	ADJ
fuelectenerg-6946	481	38	beginning	beginning	NOUN
fuelectenerg-6946	481	39	of	of	ADP
fuelectenerg-6946	481	40	ethernet	ethernet	NOUN
fuelectenerg-6946	481	41	frame	frame	NOUN
fuelectenerg-6946	481	42	(	(	PUNCT
fuelectenerg-6946	481	43	fig	fig	NOUN
fuelectenerg-6946	481	44	.	.	PUNCT
fuelectenerg-6946	482	1	8)	8)	NUM
fuelectenerg-6946	482	2	.	.	PUNCT
fuelectenerg-6946	482	3	fig	fig	NOUN
fuelectenerg-6946	482	4	.	.	PUNCT
fuelectenerg-6946	483	1	8	8	NUM
fuelectenerg-6946	483	2	:	:	PUNCT
fuelectenerg-6946	484	1	aligned	align	VERB
fuelectenerg-6946	484	2	blocks	block	NOUN
fuelectenerg-6946	484	3	and	and	CCONJ
fuelectenerg-6946	484	4	input	input	NOUN
fuelectenerg-6946	484	5	splits	split	VERB
fuelectenerg-6946	484	6	5	5	NUM
fuelectenerg-6946	484	7	implementation	implementation	NOUN
fuelectenerg-6946	484	8	results	result	VERB
fuelectenerg-6946	484	9	the	the	DET
fuelectenerg-6946	484	10	proposed	propose	VERB
fuelectenerg-6946	484	11	techniques	technique	NOUN
fuelectenerg-6946	484	12	are	be	AUX
fuelectenerg-6946	484	13	suitable	suitable	ADJ
fuelectenerg-6946	484	14	for	for	ADP
fuelectenerg-6946	484	15	implementation	implementation	NOUN
fuelectenerg-6946	484	16	in	in	ADP
fuelectenerg-6946	484	17	both	both	DET
fuelectenerg-6946	484	18	hadoop	hadoop	NOUN
fuelectenerg-6946	484	19	1.x	1.x	NUM
fuelectenerg-6946	484	20	and	and	CCONJ
fuelectenerg-6946	484	21	2.x	2.x	NUM
fuelectenerg-6946	484	22	without	without	ADP
fuelectenerg-6946	484	23	any	any	DET
fuelectenerg-6946	484	24	restrictions	restriction	NOUN
fuelectenerg-6946	484	25	.	.	PUNCT
fuelectenerg-6946	485	1	in	in	ADP
fuelectenerg-6946	485	2	order	order	NOUN
fuelectenerg-6946	485	3	to	to	PART
fuelectenerg-6946	485	4	evaluate	evaluate	VERB
fuelectenerg-6946	485	5	the	the	DET
fuelectenerg-6946	485	6	proposed	propose	VERB
fuelectenerg-6946	485	7	techniques	technique	NOUN
fuelectenerg-6946	485	8	,	,	PUNCT
fuelectenerg-6946	485	9	the	the	DET
fuelectenerg-6946	485	10	ids	id	NOUN
fuelectenerg-6946	485	11	is	be	AUX
fuelectenerg-6946	485	12	implemented	implement	VERB
fuelectenerg-6946	485	13	in	in	ADP
fuelectenerg-6946	485	14	apache	apache	PROPN
fuelectenerg-6946	485	15	hadoop	hadoop	NOUN
fuelectenerg-6946	485	16	1.x	1.x	NUM
fuelectenerg-6946	485	17	and	and	CCONJ
fuelectenerg-6946	485	18	2.x	2.x	NUM
fuelectenerg-6946	485	19	,	,	PUNCT
fuelectenerg-6946	485	20	and	and	CCONJ
fuelectenerg-6946	485	21	tested	test	VERB
fuelectenerg-6946	485	22	on	on	ADP
fuelectenerg-6946	485	23	a	a	DET
fuelectenerg-6946	485	24	cluster	cluster	NOUN
fuelectenerg-6946	485	25	with	with	ADP
fuelectenerg-6946	485	26	18	18	NUM
fuelectenerg-6946	485	27	commodity	commodity	NOUN
fuelectenerg-6946	485	28	nodes	node	NOUN
fuelectenerg-6946	485	29	,	,	PUNCT
fuelectenerg-6946	485	30	where	where	SCONJ
fuelectenerg-6946	485	31	1	1	NUM
fuelectenerg-6946	485	32	node	node	NOUN
fuelectenerg-6946	485	33	is	be	AUX
fuelectenerg-6946	485	34	a	a	DET
fuelectenerg-6946	485	35	master	master	NOUN
fuelectenerg-6946	485	36	while	while	SCONJ
fuelectenerg-6946	485	37	the	the	DET
fuelectenerg-6946	485	38	rest	rest	NOUN
fuelectenerg-6946	485	39	17	17	NUM
fuelectenerg-6946	485	40	nodes	node	NOUN
fuelectenerg-6946	485	41	are	be	AUX
fuelectenerg-6946	485	42	slaves	slave	NOUN
fuelectenerg-6946	485	43	.	.	PUNCT
fuelectenerg-6946	486	1	the	the	DET
fuelectenerg-6946	486	2	nodes	node	NOUN
fuelectenerg-6946	486	3	are	be	AUX
fuelectenerg-6946	486	4	equipped	equip	VERB
fuelectenerg-6946	486	5	with	with	ADP
fuelectenerg-6946	486	6	intel(r)core(tm)2	intel(r)core(tm)2	PROPN
fuelectenerg-6946	486	7	duo	duo	NOUN
fuelectenerg-6946	486	8	,	,	PUNCT
fuelectenerg-6946	486	9	cpu	cpu	VERB
fuelectenerg-6946	486	10	e4600@2.40ghz	e4600@2.40ghz	ADP
fuelectenerg-6946	486	11	,	,	PUNCT
fuelectenerg-6946	486	12	and	and	CCONJ
fuelectenerg-6946	486	13	1	1	NUM
fuelectenerg-6946	486	14	gb	gb	NOUN
fuelectenerg-6946	486	15	of	of	ADP
fuelectenerg-6946	486	16	ram	ram	NOUN
fuelectenerg-6946	486	17	.	.	PUNCT
fuelectenerg-6946	487	1	in	in	ADP
fuelectenerg-6946	487	2	order	order	NOUN
fuelectenerg-6946	487	3	to	to	PART
fuelectenerg-6946	487	4	compare	compare	VERB
fuelectenerg-6946	487	5	the	the	DET
fuelectenerg-6946	487	6	performances	performance	NOUN
fuelectenerg-6946	487	7	of	of	ADP
fuelectenerg-6946	487	8	the	the	DET
fuelectenerg-6946	487	9	proposed	propose	VERB
fuelectenerg-6946	487	10	hadoop	hadoop	NOUN
fuelectenerg-6946	487	11	ids	id	NOUN
fuelectenerg-6946	487	12	with	with	ADP
fuelectenerg-6946	487	13	the	the	DET
fuelectenerg-6946	487	14	reference	reference	NOUN
fuelectenerg-6946	487	15	snort	snort	VERB
fuelectenerg-6946	487	16	ids	id	NOUN
fuelectenerg-6946	487	17	,	,	PUNCT
fuelectenerg-6946	487	18	evaluation	evaluation	NOUN
fuelectenerg-6946	487	19	of	of	ADP
fuelectenerg-6946	487	20	the	the	DET
fuelectenerg-6946	487	21	technique	technique	NOUN
fuelectenerg-6946	487	22	1	1	NUM
fuelectenerg-6946	487	23	is	be	AUX
fuelectenerg-6946	487	24	done	do	VERB
fuelectenerg-6946	487	25	in	in	ADP
fuelectenerg-6946	487	26	single	single	ADJ
fuelectenerg-6946	487	27	-	-	PUNCT
fuelectenerg-6946	487	28	processor	processor	NOUN
fuelectenerg-6946	487	29	environment	environment	NOUN
fuelectenerg-6946	487	30	,	,	PUNCT
fuelectenerg-6946	487	31	because	because	SCONJ
fuelectenerg-6946	487	32	the	the	DET
fuelectenerg-6946	487	33	snort	snort	NOUN
fuelectenerg-6946	487	34	ids	ids	NOUN
fuelectenerg-6946	487	35	does	do	AUX
fuelectenerg-6946	487	36	n’t	not	PART
fuelectenerg-6946	487	37	support	support	VERB
fuelectenerg-6946	487	38	distributed	distribute	VERB
fuelectenerg-6946	487	39	execution	execution	NOUN
fuelectenerg-6946	487	40	.	.	PUNCT
fuelectenerg-6946	488	1	for	for	ADP
fuelectenerg-6946	488	2	that	that	DET
fuelectenerg-6946	488	3	purpose	purpose	NOUN
fuelectenerg-6946	488	4	we	we	PRON
fuelectenerg-6946	488	5	used	use	VERB
fuelectenerg-6946	488	6	an	an	DET
fuelectenerg-6946	488	7	environment	environment	NOUN
fuelectenerg-6946	488	8	with	with	ADP
fuelectenerg-6946	488	9	i3	i3	NOUN
fuelectenerg-6946	488	10	6006u	6006u	NOUN
fuelectenerg-6946	488	11	cpu	cpu	NOUN
fuelectenerg-6946	488	12	and	and	CCONJ
fuelectenerg-6946	488	13	8	8	NUM
fuelectenerg-6946	488	14	gb	gb	NOUN
fuelectenerg-6946	488	15	ram	ram	NOUN
fuelectenerg-6946	488	16	.	.	PUNCT
fuelectenerg-6946	489	1	the	the	DET
fuelectenerg-6946	489	2	processor	processor	NOUN
fuelectenerg-6946	489	3	e4600	e4600	PROPN
fuelectenerg-6946	489	4	has	have	VERB
fuelectenerg-6946	489	5	2	2	NUM
fuelectenerg-6946	489	6	cores	core	NOUN
fuelectenerg-6946	489	7	and	and	CCONJ
fuelectenerg-6946	489	8	operates	operate	VERB
fuelectenerg-6946	489	9	at	at	ADP
fuelectenerg-6946	489	10	2.4ghz	2.4ghz	NUM
fuelectenerg-6946	489	11	,	,	PUNCT
fuelectenerg-6946	489	12	with	with	ADP
fuelectenerg-6946	489	13	whetstone	whetstone	NOUN
fuelectenerg-6946	489	14	benchmark	benchmark	NOUN
fuelectenerg-6946	489	15	results	result	NOUN
fuelectenerg-6946	489	16	2.25	2.25	NUM
fuelectenerg-6946	489	17	flops	flop	NOUN
fuelectenerg-6946	489	18	per	per	ADP
fuelectenerg-6946	489	19	core	core	NOUN
fuelectenerg-6946	489	20	,	,	PUNCT
fuelectenerg-6946	489	21	i.e.	i.e.	X
fuelectenerg-6946	489	22	4.50	4.50	NUM
fuelectenerg-6946	489	23	flops	flop	NOUN
fuelectenerg-6946	489	24	in	in	ADP
fuelectenerg-6946	489	25	total	total	NOUN
fuelectenerg-6946	489	26	.	.	PUNCT
fuelectenerg-6946	490	1	the	the	DET
fuelectenerg-6946	490	2	processor	processor	NOUN
fuelectenerg-6946	490	3	i3	i3	NOUN
fuelectenerg-6946	490	4	6006u	6006u	NUM
fuelectenerg-6946	490	5	has	have	VERB
fuelectenerg-6946	490	6	4	4	NUM
fuelectenerg-6946	490	7	250	250	NUM
fuelectenerg-6946	490	8	v.	v.	ADP
fuelectenerg-6946	490	9	ćirić	ćirić	NOUN
fuelectenerg-6946	490	10	,	,	PUNCT
fuelectenerg-6946	490	11	d.	d.	PROPN
fuelectenerg-6946	490	12	cvetković	cvetković	PROPN
fuelectenerg-6946	490	13	,	,	PUNCT
fuelectenerg-6946	490	14	n.	n.	PROPN
fuelectenerg-6946	490	15	gavrilović	gavrilović	PROPN
fuelectenerg-6946	490	16	,	,	PUNCT
fuelectenerg-6946	490	17	n.	n.	PROPN
fuelectenerg-6946	490	18	stojanović	stojanović	PROPN
fuelectenerg-6946	490	19	,	,	PUNCT
fuelectenerg-6946	490	20	i.	i.	PROPN
fuelectenerg-6946	490	21	milentijević	milentijević	PROPN
fuelectenerg-6946	490	22	input	input	PROPN
fuelectenerg-6946	490	23	splits	split	VERB
fuelectenerg-6946	490	24	design	design	NOUN
fuelectenerg-6946	490	25	techniques	technique	NOUN
fuelectenerg-6946	490	26	for	for	ADP
fuelectenerg-6946	490	27	ids	id	NOUN
fuelectenerg-6946	490	28	on	on	ADP
fuelectenerg-6946	490	29	hadoop	hadoop	NOUN
fuelectenerg-6946	490	30	cluster	cluster	NOUN
fuelectenerg-6946	490	31	251250	251250	NUM
fuelectenerg-6946	490	32	v.	v.	ADP
fuelectenerg-6946	490	33	ćirić	ćirić	PROPN
fuelectenerg-6946	490	34	,	,	PUNCT
fuelectenerg-6946	490	35	d.	d.	PROPN
fuelectenerg-6946	490	36	cvetković	cvetković	PROPN
fuelectenerg-6946	490	37	,	,	PUNCT
fuelectenerg-6946	490	38	n.	n.	PROPN
fuelectenerg-6946	490	39	gavrilović	gavrilović	PROPN
fuelectenerg-6946	490	40	,	,	PUNCT
fuelectenerg-6946	490	41	n.	n.	PROPN
fuelectenerg-6946	490	42	stojanović	stojanović	PROPN
fuelectenerg-6946	490	43	,	,	PUNCT
fuelectenerg-6946	490	44	i.	i.	PROPN
fuelectenerg-6946	490	45	milentijević	milentijević	PROPN
fuelectenerg-6946	490	46	input	input	PROPN
fuelectenerg-6946	490	47	splits	split	VERB
fuelectenerg-6946	490	48	design	design	NOUN
fuelectenerg-6946	490	49	techniques	technique	NOUN
fuelectenerg-6946	490	50	for	for	ADP
fuelectenerg-6946	490	51	ids	id	NOUN
fuelectenerg-6946	490	52	on	on	ADP
fuelectenerg-6946	490	53	hadoop	hadoop	NOUN
fuelectenerg-6946	490	54	cluster	cluster	NOUN
fuelectenerg-6946	490	55	251	251	NUM
fuelectenerg-6946	490	56	14	14	NUM
fuelectenerg-6946	490	57	v.ciric	v.ciric	NOUN
fuelectenerg-6946	490	58	et	et	PROPN
fuelectenerg-6946	490	59	al	al	PROPN
fuelectenerg-6946	490	60	.	.	PROPN
fuelectenerg-6946	490	61	cores	core	NOUN
fuelectenerg-6946	490	62	at	at	ADP
fuelectenerg-6946	490	63	2.00ghz	2.00ghz	NUM
fuelectenerg-6946	490	64	,	,	PUNCT
fuelectenerg-6946	490	65	with	with	ADP
fuelectenerg-6946	490	66	whetstone	whetstone	NOUN
fuelectenerg-6946	490	67	benchmark	benchmark	NOUN
fuelectenerg-6946	490	68	results	result	NOUN
fuelectenerg-6946	490	69	2.08	2.08	NUM
fuelectenerg-6946	490	70	per	per	ADP
fuelectenerg-6946	490	71	core	core	NOUN
fuelectenerg-6946	490	72	,	,	PUNCT
fuelectenerg-6946	490	73	i.e.	i.e.	X
fuelectenerg-6946	490	74	8.31	8.31	NUM
fuelectenerg-6946	490	75	in	in	ADP
fuelectenerg-6946	490	76	total	total	NOUN
fuelectenerg-6946	491	1	[	[	X
fuelectenerg-6946	491	2	22	22	NUM
fuelectenerg-6946	491	3	]	]	PUNCT
fuelectenerg-6946	491	4	.	.	PUNCT
fuelectenerg-6946	492	1	we	we	PRON
fuelectenerg-6946	492	2	used	use	VERB
fuelectenerg-6946	492	3	input	input	NOUN
fuelectenerg-6946	492	4	pcap	pcap	NOUN
fuelectenerg-6946	492	5	files	file	NOUN
fuelectenerg-6946	492	6	of	of	ADP
fuelectenerg-6946	492	7	variable	variable	ADJ
fuelectenerg-6946	492	8	sizes	size	NOUN
fuelectenerg-6946	492	9	with	with	ADP
fuelectenerg-6946	492	10	1	1	NUM
fuelectenerg-6946	492	11	,	,	PUNCT
fuelectenerg-6946	492	12	2	2	NUM
fuelectenerg-6946	492	13	,	,	PUNCT
fuelectenerg-6946	492	14	3	3	NUM
fuelectenerg-6946	492	15	,	,	PUNCT
fuelectenerg-6946	492	16	4	4	NUM
fuelectenerg-6946	492	17	,	,	PUNCT
fuelectenerg-6946	492	18	and	and	CCONJ
fuelectenerg-6946	492	19	5	5	NUM
fuelectenerg-6946	492	20	gb	gb	NOUN
fuelectenerg-6946	492	21	of	of	ADP
fuelectenerg-6946	492	22	network	network	NOUN
fuelectenerg-6946	492	23	traffic	traffic	NOUN
fuelectenerg-6946	492	24	data	datum	NOUN
fuelectenerg-6946	492	25	,	,	PUNCT
fuelectenerg-6946	492	26	having	have	VERB
fuelectenerg-6946	492	27	”	"	PUNCT
fuelectenerg-6946	492	28	low	low	ADJ
fuelectenerg-6946	492	29	”	"	PUNCT
fuelectenerg-6946	492	30	,	,	PUNCT
fuelectenerg-6946	492	31	”	"	PUNCT
fuelectenerg-6946	492	32	medium	medium	NOUN
fuelectenerg-6946	492	33	”	"	PUNCT
fuelectenerg-6946	492	34	,	,	PUNCT
fuelectenerg-6946	492	35	and	and	CCONJ
fuelectenerg-6946	492	36	”	"	PUNCT
fuelectenerg-6946	492	37	high	high	ADJ
fuelectenerg-6946	492	38	”	"	PUNCT
fuelectenerg-6946	492	39	number	number	NOUN
fuelectenerg-6946	492	40	of	of	ADP
fuelectenerg-6946	492	41	malicious	malicious	ADJ
fuelectenerg-6946	492	42	packets	packet	NOUN
fuelectenerg-6946	492	43	(	(	PUNCT
fuelectenerg-6946	492	44	less	less	ADJ
fuelectenerg-6946	492	45	than	than	ADP
fuelectenerg-6946	492	46	1	1	NUM
fuelectenerg-6946	492	47	%	%	NOUN
fuelectenerg-6946	492	48	,	,	PUNCT
fuelectenerg-6946	492	49	30	30	NUM
fuelectenerg-6946	492	50	-	-	SYM
fuelectenerg-6946	492	51	40	40	NUM
fuelectenerg-6946	492	52	%	%	NOUN
fuelectenerg-6946	492	53	,	,	PUNCT
fuelectenerg-6946	492	54	and	and	CCONJ
fuelectenerg-6946	492	55	more	more	ADJ
fuelectenerg-6946	492	56	than	than	ADP
fuelectenerg-6946	492	57	70	70	NUM
fuelectenerg-6946	492	58	%	%	NOUN
fuelectenerg-6946	492	59	,	,	PUNCT
fuelectenerg-6946	492	60	respectively	respectively	ADV
fuelectenerg-6946	492	61	)	)	PUNCT
fuelectenerg-6946	492	62	.	.	PUNCT
fuelectenerg-6946	493	1	we	we	PRON
fuelectenerg-6946	493	2	also	also	ADV
fuelectenerg-6946	493	3	varied	vary	VERB
fuelectenerg-6946	493	4	the	the	DET
fuelectenerg-6946	493	5	number	number	NOUN
fuelectenerg-6946	493	6	of	of	ADP
fuelectenerg-6946	493	7	snort	snort	NOUN
fuelectenerg-6946	493	8	rules	rule	NOUN
fuelectenerg-6946	493	9	and	and	CCONJ
fuelectenerg-6946	493	10	the	the	DET
fuelectenerg-6946	493	11	number	number	NOUN
fuelectenerg-6946	493	12	of	of	ADP
fuelectenerg-6946	493	13	slave	slave	NOUN
fuelectenerg-6946	493	14	nodes	node	NOUN
fuelectenerg-6946	493	15	in	in	ADP
fuelectenerg-6946	493	16	the	the	DET
fuelectenerg-6946	493	17	cluster	cluster	NOUN
fuelectenerg-6946	493	18	.	.	PUNCT
fuelectenerg-6946	494	1	the	the	DET
fuelectenerg-6946	494	2	proposed	propose	VERB
fuelectenerg-6946	494	3	hadoop	hadoop	NOUN
fuelectenerg-6946	494	4	ids	id	NOUN
fuelectenerg-6946	494	5	with	with	ADP
fuelectenerg-6946	494	6	technique	technique	NOUN
fuelectenerg-6946	494	7	1	1	NUM
fuelectenerg-6946	494	8	for	for	ADP
fuelectenerg-6946	494	9	input	input	NOUN
fuelectenerg-6946	494	10	splits	split	VERB
fuelectenerg-6946	494	11	preparation	preparation	NOUN
fuelectenerg-6946	494	12	(	(	PUNCT
fuelectenerg-6946	494	13	tshark	tshark	NOUN
fuelectenerg-6946	494	14	packet	packet	NOUN
fuelectenerg-6946	494	15	pre	pre	ADJ
fuelectenerg-6946	494	16	-	-	ADJ
fuelectenerg-6946	494	17	decoding	decode	VERB
fuelectenerg-6946	494	18	)	)	PUNCT
fuelectenerg-6946	494	19	is	be	AUX
fuelectenerg-6946	494	20	evaluated	evaluate	VERB
fuelectenerg-6946	494	21	in	in	ADP
fuelectenerg-6946	494	22	hadoop	hadoop	NOUN
fuelectenerg-6946	494	23	2.9.0	2.9.0	NUM
fuelectenerg-6946	494	24	,	,	PUNCT
fuelectenerg-6946	494	25	in	in	ADP
fuelectenerg-6946	494	26	pseudodistributed	pseudodistributed	ADJ
fuelectenerg-6946	494	27	environment	environment	NOUN
fuelectenerg-6946	494	28	on	on	ADP
fuelectenerg-6946	494	29	the	the	DET
fuelectenerg-6946	494	30	previously	previously	ADV
fuelectenerg-6946	494	31	mentioned	mention	VERB
fuelectenerg-6946	494	32	single	single	ADJ
fuelectenerg-6946	494	33	-	-	PUNCT
fuelectenerg-6946	494	34	processor	processor	NOUN
fuelectenerg-6946	494	35	system	system	NOUN
fuelectenerg-6946	494	36	,	,	PUNCT
fuelectenerg-6946	494	37	along	along	ADP
fuelectenerg-6946	494	38	with	with	ADP
fuelectenerg-6946	494	39	the	the	DET
fuelectenerg-6946	494	40	snort	snort	NOUN
fuelectenerg-6946	494	41	ids	id	NOUN
fuelectenerg-6946	494	42	.	.	PUNCT
fuelectenerg-6946	495	1	the	the	DET
fuelectenerg-6946	495	2	results	result	NOUN
fuelectenerg-6946	495	3	are	be	AUX
fuelectenerg-6946	495	4	given	give	VERB
fuelectenerg-6946	495	5	in	in	ADP
fuelectenerg-6946	495	6	table	table	NOUN
fuelectenerg-6946	495	7	1	1	NUM
fuelectenerg-6946	495	8	.	.	PUNCT
fuelectenerg-6946	495	9	input	input	NOUN
fuelectenerg-6946	495	10	file	file	NOUN
fuelectenerg-6946	495	11	size	size	NOUN
fuelectenerg-6946	495	12	[	[	X
fuelectenerg-6946	495	13	gb	gb	X
fuelectenerg-6946	495	14	]	]	PUNCT
fuelectenerg-6946	495	15	preprocessing	preprocesse	VERB
fuelectenerg-6946	495	16	time	time	NOUN
fuelectenerg-6946	495	17	[	[	X
fuelectenerg-6946	495	18	s	s	X
fuelectenerg-6946	495	19	]	]	X
fuelectenerg-6946	495	20	pattern	pattern	NOUN
fuelectenerg-6946	495	21	search	search	NOUN
fuelectenerg-6946	495	22	time	time	NOUN
fuelectenerg-6946	495	23	[	[	X
fuelectenerg-6946	495	24	s	s	X
fuelectenerg-6946	495	25	]	]	X
fuelectenerg-6946	495	26	total	total	ADJ
fuelectenerg-6946	495	27	processing	processing	NOUN
fuelectenerg-6946	495	28	time	time	NOUN
fuelectenerg-6946	495	29	[	[	X
fuelectenerg-6946	495	30	s	s	X
fuelectenerg-6946	495	31	]	]	PUNCT
fuelectenerg-6946	495	32	snort	snort	VERB
fuelectenerg-6946	495	33	ids	id	NOUN
fuelectenerg-6946	495	34	1	1	NUM
fuelectenerg-6946	495	35	0	0	NUM
fuelectenerg-6946	495	36	120	120	NUM
fuelectenerg-6946	495	37	120	120	NUM
fuelectenerg-6946	495	38	hadoop	hadoop	NOUN
fuelectenerg-6946	495	39	ids	id	NOUN
fuelectenerg-6946	495	40	1.6	1.6	NUM
fuelectenerg-6946	495	41	211	211	NUM
fuelectenerg-6946	495	42	94	94	NUM
fuelectenerg-6946	495	43	305	305	NUM
fuelectenerg-6946	495	44	table	table	NOUN
fuelectenerg-6946	495	45	1	1	NUM
fuelectenerg-6946	495	46	:	:	PUNCT
fuelectenerg-6946	495	47	hadoop	hadoop	NOUN
fuelectenerg-6946	495	48	ids	id	NOUN
fuelectenerg-6946	495	49	with	with	ADP
fuelectenerg-6946	495	50	tshark	tshark	NOUN
fuelectenerg-6946	495	51	packet	packet	NOUN
fuelectenerg-6946	495	52	pre	pre	ADJ
fuelectenerg-6946	495	53	-	-	ADJ
fuelectenerg-6946	495	54	decoding	decode	VERB
fuelectenerg-6946	495	55	vs.	vs.	ADP
fuelectenerg-6946	495	56	snort	snort	NOUN
fuelectenerg-6946	495	57	ids	id	VERB
fuelectenerg-6946	495	58	the	the	DET
fuelectenerg-6946	495	59	used	use	VERB
fuelectenerg-6946	495	60	input	input	NOUN
fuelectenerg-6946	495	61	pcap	pcap	NOUN
fuelectenerg-6946	495	62	file	file	NOUN
fuelectenerg-6946	495	63	size	size	NOUN
fuelectenerg-6946	495	64	is	be	AUX
fuelectenerg-6946	495	65	1	1	NUM
fuelectenerg-6946	495	66	gb	gb	NOUN
fuelectenerg-6946	495	67	,	,	PUNCT
fuelectenerg-6946	495	68	and	and	CCONJ
fuelectenerg-6946	495	69	it	it	PRON
fuelectenerg-6946	495	70	contained	contain	VERB
fuelectenerg-6946	495	71	about	about	ADV
fuelectenerg-6946	495	72	2	2	NUM
fuelectenerg-6946	495	73	million	million	NUM
fuelectenerg-6946	495	74	network	network	NOUN
fuelectenerg-6946	495	75	packets	packet	NOUN
fuelectenerg-6946	495	76	with	with	ADP
fuelectenerg-6946	495	77	”	"	PUNCT
fuelectenerg-6946	495	78	medium	medium	ADJ
fuelectenerg-6946	495	79	”	"	PUNCT
fuelectenerg-6946	495	80	number	number	NOUN
fuelectenerg-6946	495	81	of	of	ADP
fuelectenerg-6946	495	82	malicious	malicious	ADJ
fuelectenerg-6946	495	83	packets	packet	NOUN
fuelectenerg-6946	495	84	.	.	PUNCT
fuelectenerg-6946	496	1	as	as	SCONJ
fuelectenerg-6946	496	2	it	it	PRON
fuelectenerg-6946	496	3	can	can	AUX
fuelectenerg-6946	496	4	be	be	AUX
fuelectenerg-6946	496	5	seen	see	VERB
fuelectenerg-6946	496	6	from	from	ADP
fuelectenerg-6946	496	7	table	table	NOUN
fuelectenerg-6946	496	8	1	1	NUM
fuelectenerg-6946	496	9	,	,	PUNCT
fuelectenerg-6946	496	10	packet	packet	ADJ
fuelectenerg-6946	496	11	pre	pre	ADJ
fuelectenerg-6946	496	12	-	-	ADJ
fuelectenerg-6946	496	13	decoding	decode	VERB
fuelectenerg-6946	496	14	increased	increase	VERB
fuelectenerg-6946	496	15	the	the	DET
fuelectenerg-6946	496	16	file	file	NOUN
fuelectenerg-6946	496	17	size	size	NOUN
fuelectenerg-6946	496	18	from	from	ADP
fuelectenerg-6946	496	19	1	1	NUM
fuelectenerg-6946	496	20	gb	gb	NOUN
fuelectenerg-6946	496	21	to	to	ADP
fuelectenerg-6946	496	22	1.6	1.6	NUM
fuelectenerg-6946	496	23	gb	gb	NOUN
fuelectenerg-6946	496	24	.	.	PUNCT
fuelectenerg-6946	497	1	nevertheless	nevertheless	ADV
fuelectenerg-6946	497	2	,	,	PUNCT
fuelectenerg-6946	497	3	the	the	DET
fuelectenerg-6946	497	4	proposed	propose	VERB
fuelectenerg-6946	497	5	ids	id	NOUN
fuelectenerg-6946	497	6	has	have	VERB
fuelectenerg-6946	497	7	21	21	NUM
fuelectenerg-6946	497	8	%	%	NOUN
fuelectenerg-6946	497	9	faster	fast	ADJ
fuelectenerg-6946	497	10	pattern	pattern	NOUN
fuelectenerg-6946	497	11	search	search	NOUN
fuelectenerg-6946	497	12	time	time	NOUN
fuelectenerg-6946	497	13	than	than	ADP
fuelectenerg-6946	497	14	the	the	DET
fuelectenerg-6946	497	15	snort	snort	NOUN
fuelectenerg-6946	497	16	(	(	PUNCT
fuelectenerg-6946	497	17	94s	94	NOUN
fuelectenerg-6946	497	18	vs.	vs.	X
fuelectenerg-6946	497	19	120s	120s	NUM
fuelectenerg-6946	497	20	)	)	PUNCT
fuelectenerg-6946	497	21	.	.	PUNCT
fuelectenerg-6946	498	1	this	this	PRON
fuelectenerg-6946	498	2	is	be	AUX
fuelectenerg-6946	498	3	due	due	ADJ
fuelectenerg-6946	498	4	to	to	ADP
fuelectenerg-6946	498	5	the	the	DET
fuelectenerg-6946	498	6	fact	fact	NOUN
fuelectenerg-6946	498	7	that	that	SCONJ
fuelectenerg-6946	498	8	the	the	DET
fuelectenerg-6946	498	9	execution	execution	NOUN
fuelectenerg-6946	498	10	of	of	ADP
fuelectenerg-6946	498	11	hadoop	hadoop	NOUN
fuelectenerg-6946	498	12	ids	id	NOUN
fuelectenerg-6946	498	13	takes	take	VERB
fuelectenerg-6946	498	14	advantage	advantage	NOUN
fuelectenerg-6946	498	15	of	of	ADP
fuelectenerg-6946	498	16	multi	multi	ADJ
fuelectenerg-6946	498	17	-	-	ADJ
fuelectenerg-6946	498	18	core	core	ADJ
fuelectenerg-6946	498	19	cpu	cpu	NOUN
fuelectenerg-6946	498	20	,	,	PUNCT
fuelectenerg-6946	498	21	while	while	SCONJ
fuelectenerg-6946	498	22	the	the	DET
fuelectenerg-6946	498	23	snort	snort	NOUN
fuelectenerg-6946	498	24	does	do	VERB
fuelectenerg-6946	498	25	n’t	not	PART
fuelectenerg-6946	498	26	.	.	PUNCT
fuelectenerg-6946	499	1	however	however	ADV
fuelectenerg-6946	499	2	,	,	PUNCT
fuelectenerg-6946	499	3	the	the	DET
fuelectenerg-6946	499	4	time	time	NOUN
fuelectenerg-6946	499	5	required	require	VERB
fuelectenerg-6946	499	6	for	for	ADP
fuelectenerg-6946	499	7	tshark	tshark	NOUN
fuelectenerg-6946	499	8	packet	packet	NOUN
fuelectenerg-6946	499	9	pre	pre	VERB
fuelectenerg-6946	499	10	-	-	ADJ
fuelectenerg-6946	499	11	decoding	decode	VERB
fuelectenerg-6946	499	12	took	take	VERB
fuelectenerg-6946	499	13	more	more	ADJ
fuelectenerg-6946	499	14	than	than	ADP
fuelectenerg-6946	499	15	3	3	NUM
fuelectenerg-6946	499	16	minutes	minute	NOUN
fuelectenerg-6946	499	17	(	(	PUNCT
fuelectenerg-6946	499	18	211	211	NUM
fuelectenerg-6946	499	19	seconds	second	NOUN
fuelectenerg-6946	499	20	)	)	PUNCT
fuelectenerg-6946	499	21	,	,	PUNCT
fuelectenerg-6946	499	22	giving	give	VERB
fuelectenerg-6946	499	23	the	the	DET
fuelectenerg-6946	499	24	total	total	ADJ
fuelectenerg-6946	499	25	processing	processing	NOUN
fuelectenerg-6946	499	26	time	time	NOUN
fuelectenerg-6946	499	27	for	for	ADP
fuelectenerg-6946	499	28	hadoop	hadoop	NOUN
fuelectenerg-6946	499	29	2.5	2.5	NUM
fuelectenerg-6946	499	30	times	time	NOUN
fuelectenerg-6946	499	31	slower	slow	ADJ
fuelectenerg-6946	499	32	than	than	ADP
fuelectenerg-6946	499	33	the	the	DET
fuelectenerg-6946	499	34	snort	snort	NOUN
fuelectenerg-6946	499	35	ids	id	NOUN
fuelectenerg-6946	499	36	.	.	PUNCT
fuelectenerg-6946	500	1	for	for	ADP
fuelectenerg-6946	500	2	the	the	DET
fuelectenerg-6946	500	3	job	job	NOUN
fuelectenerg-6946	500	4	execution	execution	NOUN
fuelectenerg-6946	500	5	purposes	purpose	NOUN
fuelectenerg-6946	500	6	hadoop	hadoop	NOUN
fuelectenerg-6946	500	7	2.x	2.x	NUM
fuelectenerg-6946	500	8	requests	request	NOUN
fuelectenerg-6946	500	9	three	three	NUM
fuelectenerg-6946	500	10	different	different	ADJ
fuelectenerg-6946	500	11	kinds	kind	NOUN
fuelectenerg-6946	500	12	of	of	ADP
fuelectenerg-6946	500	13	containers	container	NOUN
fuelectenerg-6946	500	14	from	from	ADP
fuelectenerg-6946	500	15	yarn	yarn	NOUN
fuelectenerg-6946	500	16	:	:	PUNCT
fuelectenerg-6946	500	17	the	the	DET
fuelectenerg-6946	500	18	application	application	NOUN
fuelectenerg-6946	500	19	master	master	NOUN
fuelectenerg-6946	500	20	container	container	NOUN
fuelectenerg-6946	500	21	,	,	PUNCT
fuelectenerg-6946	500	22	map	map	NOUN
fuelectenerg-6946	500	23	containers	container	NOUN
fuelectenerg-6946	500	24	,	,	PUNCT
fuelectenerg-6946	500	25	and	and	CCONJ
fuelectenerg-6946	500	26	reduce	reduce	VERB
fuelectenerg-6946	500	27	containers	container	NOUN
fuelectenerg-6946	500	28	.	.	PUNCT
fuelectenerg-6946	501	1	application	application	NOUN
fuelectenerg-6946	501	2	master	master	NOUN
fuelectenerg-6946	501	3	itself	itself	PRON
fuelectenerg-6946	501	4	requires	require	VERB
fuelectenerg-6946	501	5	1.5	1.5	NUM
fuelectenerg-6946	501	6	gb	gb	NOUN
fuelectenerg-6946	501	7	or	or	CCONJ
fuelectenerg-6946	501	8	ram	ram	VERB
fuelectenerg-6946	501	9	by	by	ADP
fuelectenerg-6946	501	10	default	default	NOUN
fuelectenerg-6946	501	11	,	,	PUNCT
fuelectenerg-6946	501	12	making	make	VERB
fuelectenerg-6946	501	13	hadoop	hadoop	NOUN
fuelectenerg-6946	501	14	2.x	2.x	NUM
fuelectenerg-6946	501	15	suitable	suitable	ADJ
fuelectenerg-6946	501	16	for	for	ADP
fuelectenerg-6946	501	17	large	large	ADJ
fuelectenerg-6946	501	18	clusters	cluster	NOUN
fuelectenerg-6946	501	19	with	with	ADP
fuelectenerg-6946	501	20	a	a	DET
fuelectenerg-6946	501	21	lot	lot	NOUN
fuelectenerg-6946	501	22	of	of	ADP
fuelectenerg-6946	501	23	resources	resource	NOUN
fuelectenerg-6946	501	24	.	.	PUNCT
fuelectenerg-6946	502	1	the	the	DET
fuelectenerg-6946	502	2	proposed	propose	VERB
fuelectenerg-6946	502	3	techniques	technique	NOUN
fuelectenerg-6946	502	4	2	2	NUM
fuelectenerg-6946	502	5	,	,	PUNCT
fuelectenerg-6946	502	6	3	3	NUM
fuelectenerg-6946	502	7	and	and	CCONJ
fuelectenerg-6946	502	8	4	4	NUM
fuelectenerg-6946	502	9	are	be	AUX
fuelectenerg-6946	502	10	evaluated	evaluate	VERB
fuelectenerg-6946	502	11	in	in	ADP
fuelectenerg-6946	502	12	hadoop	hadoop	NOUN
fuelectenerg-6946	502	13	1.2.1	1.2.1	NUM
fuelectenerg-6946	502	14	environment	environment	NOUN
fuelectenerg-6946	502	15	,	,	PUNCT
fuelectenerg-6946	502	16	due	due	ADP
fuelectenerg-6946	502	17	to	to	ADP
fuelectenerg-6946	502	18	the	the	DET
fuelectenerg-6946	502	19	lower	low	ADJ
fuelectenerg-6946	502	20	resource	resource	NOUN
fuelectenerg-6946	502	21	requirements	requirement	NOUN
fuelectenerg-6946	502	22	.	.	PUNCT
fuelectenerg-6946	503	1	for	for	ADP
fuelectenerg-6946	503	2	the	the	DET
fuelectenerg-6946	503	3	independent	independent	ADJ
fuelectenerg-6946	503	4	variables	variable	NOUN
fuelectenerg-6946	503	5	in	in	ADP
fuelectenerg-6946	503	6	the	the	DET
fuelectenerg-6946	503	7	experiment	experiment	NOUN
fuelectenerg-6946	503	8	we	we	PRON
fuelectenerg-6946	503	9	chose	choose	VERB
fuelectenerg-6946	503	10	input	input	NOUN
fuelectenerg-6946	503	11	pcap	pcap	NOUN
fuelectenerg-6946	503	12	file	file	NOUN
fuelectenerg-6946	503	13	size	size	NOUN
fuelectenerg-6946	503	14	,	,	PUNCT
fuelectenerg-6946	503	15	the	the	DET
fuelectenerg-6946	503	16	level	level	NOUN
fuelectenerg-6946	503	17	of	of	ADP
fuelectenerg-6946	503	18	malicious	malicious	ADJ
fuelectenerg-6946	503	19	packets	packet	NOUN
fuelectenerg-6946	503	20	,	,	PUNCT
fuelectenerg-6946	503	21	the	the	DET
fuelectenerg-6946	503	22	number	number	NOUN
fuelectenerg-6946	503	23	of	of	ADP
fuelectenerg-6946	503	24	snort	snort	NOUN
fuelectenerg-6946	503	25	rules	rule	NOUN
fuelectenerg-6946	503	26	in	in	ADP
fuelectenerg-6946	503	27	the	the	DET
fuelectenerg-6946	503	28	database	database	NOUN
fuelectenerg-6946	503	29	,	,	PUNCT
fuelectenerg-6946	503	30	and	and	CCONJ
fuelectenerg-6946	503	31	the	the	DET
fuelectenerg-6946	503	32	number	number	NOUN
fuelectenerg-6946	503	33	of	of	ADP
fuelectenerg-6946	503	34	slave	slave	NOUN
fuelectenerg-6946	503	35	nodes	node	NOUN
fuelectenerg-6946	503	36	.	.	PUNCT
fuelectenerg-6946	504	1	as	as	ADP
fuelectenerg-6946	504	2	dependant	dependant	ADJ
fuelectenerg-6946	504	3	variables	variable	NOUN
fuelectenerg-6946	504	4	we	we	PRON
fuelectenerg-6946	504	5	obtained	obtain	VERB
fuelectenerg-6946	504	6	the	the	DET
fuelectenerg-6946	504	7	total	total	ADJ
fuelectenerg-6946	504	8	execution	execution	NOUN
fuelectenerg-6946	504	9	time	time	NOUN
fuelectenerg-6946	504	10	,	,	PUNCT
fuelectenerg-6946	504	11	the	the	DET
fuelectenerg-6946	504	12	total	total	ADJ
fuelectenerg-6946	504	13	number	number	NOUN
fuelectenerg-6946	504	14	of	of	ADP
fuelectenerg-6946	504	15	map	map	NOUN
fuelectenerg-6946	504	16	tasks	task	NOUN
fuelectenerg-6946	504	17	,	,	PUNCT
fuelectenerg-6946	504	18	as	as	ADV
fuelectenerg-6946	504	19	well	well	ADV
fuelectenerg-6946	504	20	as	as	ADP
fuelectenerg-6946	504	21	the	the	DET
fuelectenerg-6946	504	22	number	number	NOUN
fuelectenerg-6946	504	23	of	of	ADP
fuelectenerg-6946	504	24	data	datum	NOUN
fuelectenerg-6946	504	25	local	local	ADJ
fuelectenerg-6946	504	26	and	and	CCONJ
fuelectenerg-6946	504	27	rack	rack	VERB
fuelectenerg-6946	504	28	local1	local1	NOUN
fuelectenerg-6946	504	29	map	map	VERB
fuelectenerg-6946	504	30	1data	1data	NUM
fuelectenerg-6946	504	31	local	local	ADJ
fuelectenerg-6946	504	32	map	map	NOUN
fuelectenerg-6946	504	33	task	task	NOUN
fuelectenerg-6946	504	34	is	be	AUX
fuelectenerg-6946	504	35	a	a	DET
fuelectenerg-6946	504	36	map	map	NOUN
fuelectenerg-6946	504	37	task	task	NOUN
fuelectenerg-6946	504	38	which	which	PRON
fuelectenerg-6946	504	39	has	have	VERB
fuelectenerg-6946	504	40	data	datum	NOUN
fuelectenerg-6946	504	41	block	block	NOUN
fuelectenerg-6946	504	42	already	already	ADV
fuelectenerg-6946	504	43	locally	locally	ADV
fuelectenerg-6946	504	44	available	available	ADJ
fuelectenerg-6946	504	45	on	on	ADP
fuelectenerg-6946	504	46	the	the	DET
fuelectenerg-6946	504	47	node	node	NOUN
fuelectenerg-6946	504	48	where	where	SCONJ
fuelectenerg-6946	504	49	it	it	PRON
fuelectenerg-6946	504	50	executes	execute	VERB
fuelectenerg-6946	504	51	prior	prior	ADV
fuelectenerg-6946	504	52	to	to	ADP
fuelectenerg-6946	504	53	the	the	DET
fuelectenerg-6946	504	54	execution	execution	NOUN
fuelectenerg-6946	504	55	,	,	PUNCT
fuelectenerg-6946	504	56	while	while	SCONJ
fuelectenerg-6946	504	57	rack	rack	VERB
fuelectenerg-6946	504	58	local	local	ADJ
fuelectenerg-6946	504	59	map	map	NOUN
fuelectenerg-6946	504	60	task	task	NOUN
fuelectenerg-6946	504	61	needs	need	NOUN
fuelectenerg-6946	504	62	to	to	PART
fuelectenerg-6946	504	63	fetch	fetch	VERB
fuelectenerg-6946	504	64	the	the	DET
fuelectenerg-6946	504	65	data	data	NOUN
fuelectenerg-6946	504	66	block	block	NOUN
fuelectenerg-6946	504	67	from	from	ADP
fuelectenerg-6946	504	68	the	the	DET
fuelectenerg-6946	504	69	other	other	ADJ
fuelectenerg-6946	504	70	slave	slave	NOUN
fuelectenerg-6946	504	71	node	node	NOUN
fuelectenerg-6946	504	72	.	.	PUNCT
fuelectenerg-6946	505	1	252	252	NUM
fuelectenerg-6946	505	2	v.	v.	ADP
fuelectenerg-6946	505	3	ćirić	ćirić	NOUN
fuelectenerg-6946	505	4	,	,	PUNCT
fuelectenerg-6946	505	5	d.	d.	PROPN
fuelectenerg-6946	505	6	cvetković	cvetković	PROPN
fuelectenerg-6946	505	7	,	,	PUNCT
fuelectenerg-6946	505	8	n.	n.	PROPN
fuelectenerg-6946	505	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	505	10	,	,	PUNCT
fuelectenerg-6946	505	11	n.	n.	PROPN
fuelectenerg-6946	505	12	stojanović	stojanović	PROPN
fuelectenerg-6946	505	13	,	,	PUNCT
fuelectenerg-6946	505	14	i.	i.	PROPN
fuelectenerg-6946	505	15	milentijević	milentijević	PROPN
fuelectenerg-6946	505	16	input	input	PROPN
fuelectenerg-6946	505	17	splits	split	VERB
fuelectenerg-6946	505	18	design	design	NOUN
fuelectenerg-6946	505	19	techniques	technique	NOUN
fuelectenerg-6946	505	20	for	for	ADP
fuelectenerg-6946	505	21	ids	id	NOUN
fuelectenerg-6946	505	22	on	on	ADP
fuelectenerg-6946	505	23	hadoop	hadoop	NOUN
fuelectenerg-6946	505	24	cluster	cluster	NOUN
fuelectenerg-6946	505	25	253252	253252	NUM
fuelectenerg-6946	505	26	v.	v.	CCONJ
fuelectenerg-6946	505	27	ćirić	ćirić	PROPN
fuelectenerg-6946	505	28	,	,	PUNCT
fuelectenerg-6946	505	29	d.	d.	PROPN
fuelectenerg-6946	505	30	cvetković	cvetković	PROPN
fuelectenerg-6946	505	31	,	,	PUNCT
fuelectenerg-6946	505	32	n.	n.	PROPN
fuelectenerg-6946	505	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	505	34	,	,	PUNCT
fuelectenerg-6946	505	35	n.	n.	PROPN
fuelectenerg-6946	505	36	stojanović	stojanović	PROPN
fuelectenerg-6946	505	37	,	,	PUNCT
fuelectenerg-6946	505	38	i.	i.	PROPN
fuelectenerg-6946	505	39	milentijević	milentijević	PROPN
fuelectenerg-6946	505	40	input	input	PROPN
fuelectenerg-6946	505	41	splits	split	VERB
fuelectenerg-6946	505	42	design	design	NOUN
fuelectenerg-6946	505	43	techniques	technique	NOUN
fuelectenerg-6946	505	44	for	for	ADP
fuelectenerg-6946	505	45	ids	id	NOUN
fuelectenerg-6946	505	46	on	on	ADP
fuelectenerg-6946	505	47	hadoop	hadoop	NOUN
fuelectenerg-6946	505	48	cluster	cluster	NOUN
fuelectenerg-6946	505	49	253	253	NUM
fuelectenerg-6946	505	50	14	14	NUM
fuelectenerg-6946	505	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	505	52	et	et	PROPN
fuelectenerg-6946	505	53	al	al	PROPN
fuelectenerg-6946	505	54	.	.	PROPN
fuelectenerg-6946	505	55	cores	core	NOUN
fuelectenerg-6946	505	56	at	at	ADP
fuelectenerg-6946	505	57	2.00ghz	2.00ghz	NUM
fuelectenerg-6946	505	58	,	,	PUNCT
fuelectenerg-6946	505	59	with	with	ADP
fuelectenerg-6946	505	60	whetstone	whetstone	NOUN
fuelectenerg-6946	505	61	benchmark	benchmark	NOUN
fuelectenerg-6946	505	62	results	result	NOUN
fuelectenerg-6946	505	63	2.08	2.08	NUM
fuelectenerg-6946	505	64	per	per	ADP
fuelectenerg-6946	505	65	core	core	NOUN
fuelectenerg-6946	505	66	,	,	PUNCT
fuelectenerg-6946	505	67	i.e.	i.e.	X
fuelectenerg-6946	505	68	8.31	8.31	NUM
fuelectenerg-6946	505	69	in	in	ADP
fuelectenerg-6946	505	70	total	total	NOUN
fuelectenerg-6946	505	71	[	[	X
fuelectenerg-6946	505	72	22	22	NUM
fuelectenerg-6946	505	73	]	]	PUNCT
fuelectenerg-6946	505	74	.	.	PUNCT
fuelectenerg-6946	506	1	we	we	PRON
fuelectenerg-6946	506	2	used	use	VERB
fuelectenerg-6946	506	3	input	input	NOUN
fuelectenerg-6946	506	4	pcap	pcap	NOUN
fuelectenerg-6946	506	5	files	file	NOUN
fuelectenerg-6946	506	6	of	of	ADP
fuelectenerg-6946	506	7	variable	variable	ADJ
fuelectenerg-6946	506	8	sizes	size	NOUN
fuelectenerg-6946	506	9	with	with	ADP
fuelectenerg-6946	506	10	1	1	NUM
fuelectenerg-6946	506	11	,	,	PUNCT
fuelectenerg-6946	506	12	2	2	NUM
fuelectenerg-6946	506	13	,	,	PUNCT
fuelectenerg-6946	506	14	3	3	NUM
fuelectenerg-6946	506	15	,	,	PUNCT
fuelectenerg-6946	506	16	4	4	NUM
fuelectenerg-6946	506	17	,	,	PUNCT
fuelectenerg-6946	506	18	and	and	CCONJ
fuelectenerg-6946	506	19	5	5	NUM
fuelectenerg-6946	506	20	gb	gb	NOUN
fuelectenerg-6946	506	21	of	of	ADP
fuelectenerg-6946	506	22	network	network	NOUN
fuelectenerg-6946	506	23	traffic	traffic	NOUN
fuelectenerg-6946	506	24	data	datum	NOUN
fuelectenerg-6946	506	25	,	,	PUNCT
fuelectenerg-6946	506	26	having	have	VERB
fuelectenerg-6946	506	27	”	"	PUNCT
fuelectenerg-6946	506	28	low	low	ADJ
fuelectenerg-6946	506	29	”	"	PUNCT
fuelectenerg-6946	506	30	,	,	PUNCT
fuelectenerg-6946	506	31	”	"	PUNCT
fuelectenerg-6946	506	32	medium	medium	NOUN
fuelectenerg-6946	506	33	”	"	PUNCT
fuelectenerg-6946	506	34	,	,	PUNCT
fuelectenerg-6946	506	35	and	and	CCONJ
fuelectenerg-6946	506	36	”	"	PUNCT
fuelectenerg-6946	506	37	high	high	ADJ
fuelectenerg-6946	506	38	”	"	PUNCT
fuelectenerg-6946	506	39	number	number	NOUN
fuelectenerg-6946	506	40	of	of	ADP
fuelectenerg-6946	506	41	malicious	malicious	ADJ
fuelectenerg-6946	506	42	packets	packet	NOUN
fuelectenerg-6946	506	43	(	(	PUNCT
fuelectenerg-6946	506	44	less	less	ADJ
fuelectenerg-6946	506	45	than	than	ADP
fuelectenerg-6946	506	46	1	1	NUM
fuelectenerg-6946	506	47	%	%	NOUN
fuelectenerg-6946	506	48	,	,	PUNCT
fuelectenerg-6946	506	49	30	30	NUM
fuelectenerg-6946	506	50	-	-	SYM
fuelectenerg-6946	506	51	40	40	NUM
fuelectenerg-6946	506	52	%	%	NOUN
fuelectenerg-6946	506	53	,	,	PUNCT
fuelectenerg-6946	506	54	and	and	CCONJ
fuelectenerg-6946	506	55	more	more	ADJ
fuelectenerg-6946	506	56	than	than	ADP
fuelectenerg-6946	506	57	70	70	NUM
fuelectenerg-6946	506	58	%	%	NOUN
fuelectenerg-6946	506	59	,	,	PUNCT
fuelectenerg-6946	506	60	respectively	respectively	ADV
fuelectenerg-6946	506	61	)	)	PUNCT
fuelectenerg-6946	506	62	.	.	PUNCT
fuelectenerg-6946	507	1	we	we	PRON
fuelectenerg-6946	507	2	also	also	ADV
fuelectenerg-6946	507	3	varied	vary	VERB
fuelectenerg-6946	507	4	the	the	DET
fuelectenerg-6946	507	5	number	number	NOUN
fuelectenerg-6946	507	6	of	of	ADP
fuelectenerg-6946	507	7	snort	snort	NOUN
fuelectenerg-6946	507	8	rules	rule	NOUN
fuelectenerg-6946	507	9	and	and	CCONJ
fuelectenerg-6946	507	10	the	the	DET
fuelectenerg-6946	507	11	number	number	NOUN
fuelectenerg-6946	507	12	of	of	ADP
fuelectenerg-6946	507	13	slave	slave	NOUN
fuelectenerg-6946	507	14	nodes	node	NOUN
fuelectenerg-6946	507	15	in	in	ADP
fuelectenerg-6946	507	16	the	the	DET
fuelectenerg-6946	507	17	cluster	cluster	NOUN
fuelectenerg-6946	507	18	.	.	PUNCT
fuelectenerg-6946	508	1	the	the	DET
fuelectenerg-6946	508	2	proposed	propose	VERB
fuelectenerg-6946	508	3	hadoop	hadoop	NOUN
fuelectenerg-6946	508	4	ids	id	NOUN
fuelectenerg-6946	508	5	with	with	ADP
fuelectenerg-6946	508	6	technique	technique	NOUN
fuelectenerg-6946	508	7	1	1	NUM
fuelectenerg-6946	508	8	for	for	ADP
fuelectenerg-6946	508	9	input	input	NOUN
fuelectenerg-6946	508	10	splits	split	VERB
fuelectenerg-6946	508	11	preparation	preparation	NOUN
fuelectenerg-6946	508	12	(	(	PUNCT
fuelectenerg-6946	508	13	tshark	tshark	NOUN
fuelectenerg-6946	508	14	packet	packet	NOUN
fuelectenerg-6946	508	15	pre	pre	ADJ
fuelectenerg-6946	508	16	-	-	ADJ
fuelectenerg-6946	508	17	decoding	decode	VERB
fuelectenerg-6946	508	18	)	)	PUNCT
fuelectenerg-6946	508	19	is	be	AUX
fuelectenerg-6946	508	20	evaluated	evaluate	VERB
fuelectenerg-6946	508	21	in	in	ADP
fuelectenerg-6946	508	22	hadoop	hadoop	NOUN
fuelectenerg-6946	508	23	2.9.0	2.9.0	NUM
fuelectenerg-6946	508	24	,	,	PUNCT
fuelectenerg-6946	508	25	in	in	ADP
fuelectenerg-6946	508	26	pseudodistributed	pseudodistributed	ADJ
fuelectenerg-6946	508	27	environment	environment	NOUN
fuelectenerg-6946	508	28	on	on	ADP
fuelectenerg-6946	508	29	the	the	DET
fuelectenerg-6946	508	30	previously	previously	ADV
fuelectenerg-6946	508	31	mentioned	mention	VERB
fuelectenerg-6946	508	32	single	single	ADJ
fuelectenerg-6946	508	33	-	-	PUNCT
fuelectenerg-6946	508	34	processor	processor	NOUN
fuelectenerg-6946	508	35	system	system	NOUN
fuelectenerg-6946	508	36	,	,	PUNCT
fuelectenerg-6946	508	37	along	along	ADP
fuelectenerg-6946	508	38	with	with	ADP
fuelectenerg-6946	508	39	the	the	DET
fuelectenerg-6946	508	40	snort	snort	NOUN
fuelectenerg-6946	508	41	ids	id	NOUN
fuelectenerg-6946	508	42	.	.	PUNCT
fuelectenerg-6946	509	1	the	the	DET
fuelectenerg-6946	509	2	results	result	NOUN
fuelectenerg-6946	509	3	are	be	AUX
fuelectenerg-6946	509	4	given	give	VERB
fuelectenerg-6946	509	5	in	in	ADP
fuelectenerg-6946	509	6	table	table	NOUN
fuelectenerg-6946	509	7	1	1	NUM
fuelectenerg-6946	509	8	.	.	PUNCT
fuelectenerg-6946	509	9	input	input	NOUN
fuelectenerg-6946	509	10	file	file	NOUN
fuelectenerg-6946	509	11	size	size	NOUN
fuelectenerg-6946	509	12	[	[	X
fuelectenerg-6946	509	13	gb	gb	X
fuelectenerg-6946	509	14	]	]	PUNCT
fuelectenerg-6946	509	15	preprocessing	preprocesse	VERB
fuelectenerg-6946	509	16	time	time	NOUN
fuelectenerg-6946	509	17	[	[	X
fuelectenerg-6946	509	18	s	s	X
fuelectenerg-6946	509	19	]	]	X
fuelectenerg-6946	509	20	pattern	pattern	NOUN
fuelectenerg-6946	509	21	search	search	NOUN
fuelectenerg-6946	509	22	time	time	NOUN
fuelectenerg-6946	509	23	[	[	X
fuelectenerg-6946	509	24	s	s	X
fuelectenerg-6946	509	25	]	]	X
fuelectenerg-6946	509	26	total	total	ADJ
fuelectenerg-6946	509	27	processing	processing	NOUN
fuelectenerg-6946	509	28	time	time	NOUN
fuelectenerg-6946	509	29	[	[	X
fuelectenerg-6946	509	30	s	s	X
fuelectenerg-6946	509	31	]	]	PUNCT
fuelectenerg-6946	509	32	snort	snort	VERB
fuelectenerg-6946	509	33	ids	id	NOUN
fuelectenerg-6946	509	34	1	1	NUM
fuelectenerg-6946	509	35	0	0	NUM
fuelectenerg-6946	509	36	120	120	NUM
fuelectenerg-6946	509	37	120	120	NUM
fuelectenerg-6946	509	38	hadoop	hadoop	NOUN
fuelectenerg-6946	509	39	ids	id	NOUN
fuelectenerg-6946	509	40	1.6	1.6	NUM
fuelectenerg-6946	509	41	211	211	NUM
fuelectenerg-6946	509	42	94	94	NUM
fuelectenerg-6946	509	43	305	305	NUM
fuelectenerg-6946	509	44	table	table	NOUN
fuelectenerg-6946	509	45	1	1	NUM
fuelectenerg-6946	509	46	:	:	PUNCT
fuelectenerg-6946	509	47	hadoop	hadoop	NOUN
fuelectenerg-6946	509	48	ids	id	NOUN
fuelectenerg-6946	509	49	with	with	ADP
fuelectenerg-6946	509	50	tshark	tshark	NOUN
fuelectenerg-6946	509	51	packet	packet	NOUN
fuelectenerg-6946	509	52	pre	pre	ADJ
fuelectenerg-6946	509	53	-	-	ADJ
fuelectenerg-6946	509	54	decoding	decode	VERB
fuelectenerg-6946	509	55	vs.	vs.	ADP
fuelectenerg-6946	509	56	snort	snort	NOUN
fuelectenerg-6946	509	57	ids	id	VERB
fuelectenerg-6946	509	58	the	the	DET
fuelectenerg-6946	509	59	used	use	VERB
fuelectenerg-6946	509	60	input	input	NOUN
fuelectenerg-6946	509	61	pcap	pcap	NOUN
fuelectenerg-6946	509	62	file	file	NOUN
fuelectenerg-6946	509	63	size	size	NOUN
fuelectenerg-6946	509	64	is	be	AUX
fuelectenerg-6946	509	65	1	1	NUM
fuelectenerg-6946	509	66	gb	gb	NOUN
fuelectenerg-6946	509	67	,	,	PUNCT
fuelectenerg-6946	509	68	and	and	CCONJ
fuelectenerg-6946	509	69	it	it	PRON
fuelectenerg-6946	509	70	contained	contain	VERB
fuelectenerg-6946	509	71	about	about	ADV
fuelectenerg-6946	509	72	2	2	NUM
fuelectenerg-6946	509	73	million	million	NUM
fuelectenerg-6946	509	74	network	network	NOUN
fuelectenerg-6946	509	75	packets	packet	NOUN
fuelectenerg-6946	509	76	with	with	ADP
fuelectenerg-6946	509	77	”	"	PUNCT
fuelectenerg-6946	509	78	medium	medium	ADJ
fuelectenerg-6946	509	79	”	"	PUNCT
fuelectenerg-6946	509	80	number	number	NOUN
fuelectenerg-6946	509	81	of	of	ADP
fuelectenerg-6946	509	82	malicious	malicious	ADJ
fuelectenerg-6946	509	83	packets	packet	NOUN
fuelectenerg-6946	509	84	.	.	PUNCT
fuelectenerg-6946	510	1	as	as	SCONJ
fuelectenerg-6946	510	2	it	it	PRON
fuelectenerg-6946	510	3	can	can	AUX
fuelectenerg-6946	510	4	be	be	AUX
fuelectenerg-6946	510	5	seen	see	VERB
fuelectenerg-6946	510	6	from	from	ADP
fuelectenerg-6946	510	7	table	table	NOUN
fuelectenerg-6946	510	8	1	1	NUM
fuelectenerg-6946	510	9	,	,	PUNCT
fuelectenerg-6946	510	10	packet	packet	ADJ
fuelectenerg-6946	510	11	pre	pre	ADJ
fuelectenerg-6946	510	12	-	-	ADJ
fuelectenerg-6946	510	13	decoding	decode	VERB
fuelectenerg-6946	510	14	increased	increase	VERB
fuelectenerg-6946	510	15	the	the	DET
fuelectenerg-6946	510	16	file	file	NOUN
fuelectenerg-6946	510	17	size	size	NOUN
fuelectenerg-6946	510	18	from	from	ADP
fuelectenerg-6946	510	19	1	1	NUM
fuelectenerg-6946	510	20	gb	gb	NOUN
fuelectenerg-6946	510	21	to	to	ADP
fuelectenerg-6946	510	22	1.6	1.6	NUM
fuelectenerg-6946	510	23	gb	gb	NOUN
fuelectenerg-6946	510	24	.	.	PUNCT
fuelectenerg-6946	511	1	nevertheless	nevertheless	ADV
fuelectenerg-6946	511	2	,	,	PUNCT
fuelectenerg-6946	511	3	the	the	DET
fuelectenerg-6946	511	4	proposed	propose	VERB
fuelectenerg-6946	511	5	ids	id	NOUN
fuelectenerg-6946	511	6	has	have	VERB
fuelectenerg-6946	511	7	21	21	NUM
fuelectenerg-6946	511	8	%	%	NOUN
fuelectenerg-6946	511	9	faster	fast	ADJ
fuelectenerg-6946	511	10	pattern	pattern	NOUN
fuelectenerg-6946	511	11	search	search	NOUN
fuelectenerg-6946	511	12	time	time	NOUN
fuelectenerg-6946	511	13	than	than	ADP
fuelectenerg-6946	511	14	the	the	DET
fuelectenerg-6946	511	15	snort	snort	NOUN
fuelectenerg-6946	511	16	(	(	PUNCT
fuelectenerg-6946	511	17	94s	94	NOUN
fuelectenerg-6946	511	18	vs.	vs.	X
fuelectenerg-6946	511	19	120s	120s	NUM
fuelectenerg-6946	511	20	)	)	PUNCT
fuelectenerg-6946	511	21	.	.	PUNCT
fuelectenerg-6946	512	1	this	this	PRON
fuelectenerg-6946	512	2	is	be	AUX
fuelectenerg-6946	512	3	due	due	ADJ
fuelectenerg-6946	512	4	to	to	ADP
fuelectenerg-6946	512	5	the	the	DET
fuelectenerg-6946	512	6	fact	fact	NOUN
fuelectenerg-6946	512	7	that	that	SCONJ
fuelectenerg-6946	512	8	the	the	DET
fuelectenerg-6946	512	9	execution	execution	NOUN
fuelectenerg-6946	512	10	of	of	ADP
fuelectenerg-6946	512	11	hadoop	hadoop	NOUN
fuelectenerg-6946	512	12	ids	id	NOUN
fuelectenerg-6946	512	13	takes	take	VERB
fuelectenerg-6946	512	14	advantage	advantage	NOUN
fuelectenerg-6946	512	15	of	of	ADP
fuelectenerg-6946	512	16	multi	multi	ADJ
fuelectenerg-6946	512	17	-	-	ADJ
fuelectenerg-6946	512	18	core	core	ADJ
fuelectenerg-6946	512	19	cpu	cpu	NOUN
fuelectenerg-6946	512	20	,	,	PUNCT
fuelectenerg-6946	512	21	while	while	SCONJ
fuelectenerg-6946	512	22	the	the	DET
fuelectenerg-6946	512	23	snort	snort	NOUN
fuelectenerg-6946	512	24	does	do	VERB
fuelectenerg-6946	512	25	n’t	not	PART
fuelectenerg-6946	512	26	.	.	PUNCT
fuelectenerg-6946	513	1	however	however	ADV
fuelectenerg-6946	513	2	,	,	PUNCT
fuelectenerg-6946	513	3	the	the	DET
fuelectenerg-6946	513	4	time	time	NOUN
fuelectenerg-6946	513	5	required	require	VERB
fuelectenerg-6946	513	6	for	for	ADP
fuelectenerg-6946	513	7	tshark	tshark	NOUN
fuelectenerg-6946	513	8	packet	packet	NOUN
fuelectenerg-6946	513	9	pre	pre	VERB
fuelectenerg-6946	513	10	-	-	ADJ
fuelectenerg-6946	513	11	decoding	decode	VERB
fuelectenerg-6946	513	12	took	take	VERB
fuelectenerg-6946	513	13	more	more	ADJ
fuelectenerg-6946	513	14	than	than	ADP
fuelectenerg-6946	513	15	3	3	NUM
fuelectenerg-6946	513	16	minutes	minute	NOUN
fuelectenerg-6946	513	17	(	(	PUNCT
fuelectenerg-6946	513	18	211	211	NUM
fuelectenerg-6946	513	19	seconds	second	NOUN
fuelectenerg-6946	513	20	)	)	PUNCT
fuelectenerg-6946	513	21	,	,	PUNCT
fuelectenerg-6946	513	22	giving	give	VERB
fuelectenerg-6946	513	23	the	the	DET
fuelectenerg-6946	513	24	total	total	ADJ
fuelectenerg-6946	513	25	processing	processing	NOUN
fuelectenerg-6946	513	26	time	time	NOUN
fuelectenerg-6946	513	27	for	for	ADP
fuelectenerg-6946	513	28	hadoop	hadoop	NOUN
fuelectenerg-6946	513	29	2.5	2.5	NUM
fuelectenerg-6946	513	30	times	time	NOUN
fuelectenerg-6946	513	31	slower	slow	ADJ
fuelectenerg-6946	513	32	than	than	ADP
fuelectenerg-6946	513	33	the	the	DET
fuelectenerg-6946	513	34	snort	snort	NOUN
fuelectenerg-6946	513	35	ids	id	NOUN
fuelectenerg-6946	513	36	.	.	PUNCT
fuelectenerg-6946	514	1	for	for	ADP
fuelectenerg-6946	514	2	the	the	DET
fuelectenerg-6946	514	3	job	job	NOUN
fuelectenerg-6946	514	4	execution	execution	NOUN
fuelectenerg-6946	514	5	purposes	purpose	NOUN
fuelectenerg-6946	514	6	hadoop	hadoop	NOUN
fuelectenerg-6946	514	7	2.x	2.x	NUM
fuelectenerg-6946	514	8	requests	request	NOUN
fuelectenerg-6946	514	9	three	three	NUM
fuelectenerg-6946	514	10	different	different	ADJ
fuelectenerg-6946	514	11	kinds	kind	NOUN
fuelectenerg-6946	514	12	of	of	ADP
fuelectenerg-6946	514	13	containers	container	NOUN
fuelectenerg-6946	514	14	from	from	ADP
fuelectenerg-6946	514	15	yarn	yarn	NOUN
fuelectenerg-6946	514	16	:	:	PUNCT
fuelectenerg-6946	514	17	the	the	DET
fuelectenerg-6946	514	18	application	application	NOUN
fuelectenerg-6946	514	19	master	master	NOUN
fuelectenerg-6946	514	20	container	container	NOUN
fuelectenerg-6946	514	21	,	,	PUNCT
fuelectenerg-6946	514	22	map	map	NOUN
fuelectenerg-6946	514	23	containers	container	NOUN
fuelectenerg-6946	514	24	,	,	PUNCT
fuelectenerg-6946	514	25	and	and	CCONJ
fuelectenerg-6946	514	26	reduce	reduce	VERB
fuelectenerg-6946	514	27	containers	container	NOUN
fuelectenerg-6946	514	28	.	.	PUNCT
fuelectenerg-6946	515	1	application	application	NOUN
fuelectenerg-6946	515	2	master	master	NOUN
fuelectenerg-6946	515	3	itself	itself	PRON
fuelectenerg-6946	515	4	requires	require	VERB
fuelectenerg-6946	515	5	1.5	1.5	NUM
fuelectenerg-6946	515	6	gb	gb	NOUN
fuelectenerg-6946	515	7	or	or	CCONJ
fuelectenerg-6946	515	8	ram	ram	VERB
fuelectenerg-6946	515	9	by	by	ADP
fuelectenerg-6946	515	10	default	default	NOUN
fuelectenerg-6946	515	11	,	,	PUNCT
fuelectenerg-6946	515	12	making	make	VERB
fuelectenerg-6946	515	13	hadoop	hadoop	NOUN
fuelectenerg-6946	515	14	2.x	2.x	NUM
fuelectenerg-6946	515	15	suitable	suitable	ADJ
fuelectenerg-6946	515	16	for	for	ADP
fuelectenerg-6946	515	17	large	large	ADJ
fuelectenerg-6946	515	18	clusters	cluster	NOUN
fuelectenerg-6946	515	19	with	with	ADP
fuelectenerg-6946	515	20	a	a	DET
fuelectenerg-6946	515	21	lot	lot	NOUN
fuelectenerg-6946	515	22	of	of	ADP
fuelectenerg-6946	515	23	resources	resource	NOUN
fuelectenerg-6946	515	24	.	.	PUNCT
fuelectenerg-6946	516	1	the	the	DET
fuelectenerg-6946	516	2	proposed	propose	VERB
fuelectenerg-6946	516	3	techniques	technique	NOUN
fuelectenerg-6946	516	4	2	2	NUM
fuelectenerg-6946	516	5	,	,	PUNCT
fuelectenerg-6946	516	6	3	3	NUM
fuelectenerg-6946	516	7	and	and	CCONJ
fuelectenerg-6946	516	8	4	4	NUM
fuelectenerg-6946	516	9	are	be	AUX
fuelectenerg-6946	516	10	evaluated	evaluate	VERB
fuelectenerg-6946	516	11	in	in	ADP
fuelectenerg-6946	516	12	hadoop	hadoop	NOUN
fuelectenerg-6946	516	13	1.2.1	1.2.1	NUM
fuelectenerg-6946	516	14	environment	environment	NOUN
fuelectenerg-6946	516	15	,	,	PUNCT
fuelectenerg-6946	516	16	due	due	ADP
fuelectenerg-6946	516	17	to	to	ADP
fuelectenerg-6946	516	18	the	the	DET
fuelectenerg-6946	516	19	lower	low	ADJ
fuelectenerg-6946	516	20	resource	resource	NOUN
fuelectenerg-6946	516	21	requirements	requirement	NOUN
fuelectenerg-6946	516	22	.	.	PUNCT
fuelectenerg-6946	517	1	for	for	ADP
fuelectenerg-6946	517	2	the	the	DET
fuelectenerg-6946	517	3	independent	independent	ADJ
fuelectenerg-6946	517	4	variables	variable	NOUN
fuelectenerg-6946	517	5	in	in	ADP
fuelectenerg-6946	517	6	the	the	DET
fuelectenerg-6946	517	7	experiment	experiment	NOUN
fuelectenerg-6946	517	8	we	we	PRON
fuelectenerg-6946	517	9	chose	choose	VERB
fuelectenerg-6946	517	10	input	input	NOUN
fuelectenerg-6946	517	11	pcap	pcap	NOUN
fuelectenerg-6946	517	12	file	file	NOUN
fuelectenerg-6946	517	13	size	size	NOUN
fuelectenerg-6946	517	14	,	,	PUNCT
fuelectenerg-6946	517	15	the	the	DET
fuelectenerg-6946	517	16	level	level	NOUN
fuelectenerg-6946	517	17	of	of	ADP
fuelectenerg-6946	517	18	malicious	malicious	ADJ
fuelectenerg-6946	517	19	packets	packet	NOUN
fuelectenerg-6946	517	20	,	,	PUNCT
fuelectenerg-6946	517	21	the	the	DET
fuelectenerg-6946	517	22	number	number	NOUN
fuelectenerg-6946	517	23	of	of	ADP
fuelectenerg-6946	517	24	snort	snort	NOUN
fuelectenerg-6946	517	25	rules	rule	NOUN
fuelectenerg-6946	517	26	in	in	ADP
fuelectenerg-6946	517	27	the	the	DET
fuelectenerg-6946	517	28	database	database	NOUN
fuelectenerg-6946	517	29	,	,	PUNCT
fuelectenerg-6946	517	30	and	and	CCONJ
fuelectenerg-6946	517	31	the	the	DET
fuelectenerg-6946	517	32	number	number	NOUN
fuelectenerg-6946	517	33	of	of	ADP
fuelectenerg-6946	517	34	slave	slave	NOUN
fuelectenerg-6946	517	35	nodes	node	NOUN
fuelectenerg-6946	517	36	.	.	PUNCT
fuelectenerg-6946	518	1	as	as	ADP
fuelectenerg-6946	518	2	dependant	dependant	ADJ
fuelectenerg-6946	518	3	variables	variable	NOUN
fuelectenerg-6946	518	4	we	we	PRON
fuelectenerg-6946	518	5	obtained	obtain	VERB
fuelectenerg-6946	518	6	the	the	DET
fuelectenerg-6946	518	7	total	total	ADJ
fuelectenerg-6946	518	8	execution	execution	NOUN
fuelectenerg-6946	518	9	time	time	NOUN
fuelectenerg-6946	518	10	,	,	PUNCT
fuelectenerg-6946	518	11	the	the	DET
fuelectenerg-6946	518	12	total	total	ADJ
fuelectenerg-6946	518	13	number	number	NOUN
fuelectenerg-6946	518	14	of	of	ADP
fuelectenerg-6946	518	15	map	map	NOUN
fuelectenerg-6946	518	16	tasks	task	NOUN
fuelectenerg-6946	518	17	,	,	PUNCT
fuelectenerg-6946	518	18	as	as	ADV
fuelectenerg-6946	518	19	well	well	ADV
fuelectenerg-6946	518	20	as	as	ADP
fuelectenerg-6946	518	21	the	the	DET
fuelectenerg-6946	518	22	number	number	NOUN
fuelectenerg-6946	518	23	of	of	ADP
fuelectenerg-6946	518	24	data	datum	NOUN
fuelectenerg-6946	518	25	local	local	ADJ
fuelectenerg-6946	518	26	and	and	CCONJ
fuelectenerg-6946	518	27	rack	rack	VERB
fuelectenerg-6946	518	28	local1	local1	NOUN
fuelectenerg-6946	518	29	map	map	VERB
fuelectenerg-6946	518	30	1data	1data	NUM
fuelectenerg-6946	518	31	local	local	ADJ
fuelectenerg-6946	518	32	map	map	NOUN
fuelectenerg-6946	518	33	task	task	NOUN
fuelectenerg-6946	518	34	is	be	AUX
fuelectenerg-6946	518	35	a	a	DET
fuelectenerg-6946	518	36	map	map	NOUN
fuelectenerg-6946	518	37	task	task	NOUN
fuelectenerg-6946	518	38	which	which	PRON
fuelectenerg-6946	518	39	has	have	VERB
fuelectenerg-6946	518	40	data	datum	NOUN
fuelectenerg-6946	518	41	block	block	NOUN
fuelectenerg-6946	518	42	already	already	ADV
fuelectenerg-6946	518	43	locally	locally	ADV
fuelectenerg-6946	518	44	available	available	ADJ
fuelectenerg-6946	518	45	on	on	ADP
fuelectenerg-6946	518	46	the	the	DET
fuelectenerg-6946	518	47	node	node	NOUN
fuelectenerg-6946	518	48	where	where	SCONJ
fuelectenerg-6946	518	49	it	it	PRON
fuelectenerg-6946	518	50	executes	execute	VERB
fuelectenerg-6946	518	51	prior	prior	ADV
fuelectenerg-6946	518	52	to	to	ADP
fuelectenerg-6946	518	53	the	the	DET
fuelectenerg-6946	518	54	execution	execution	NOUN
fuelectenerg-6946	518	55	,	,	PUNCT
fuelectenerg-6946	518	56	while	while	SCONJ
fuelectenerg-6946	518	57	rack	rack	VERB
fuelectenerg-6946	518	58	local	local	ADJ
fuelectenerg-6946	518	59	map	map	NOUN
fuelectenerg-6946	518	60	task	task	NOUN
fuelectenerg-6946	518	61	needs	need	NOUN
fuelectenerg-6946	518	62	to	to	PART
fuelectenerg-6946	518	63	fetch	fetch	VERB
fuelectenerg-6946	518	64	the	the	DET
fuelectenerg-6946	518	65	data	data	NOUN
fuelectenerg-6946	518	66	block	block	NOUN
fuelectenerg-6946	518	67	from	from	ADP
fuelectenerg-6946	518	68	the	the	DET
fuelectenerg-6946	518	69	other	other	ADJ
fuelectenerg-6946	518	70	slave	slave	NOUN
fuelectenerg-6946	518	71	node	node	NOUN
fuelectenerg-6946	518	72	.	.	PUNCT
fuelectenerg-6946	519	1	252	252	NUM
fuelectenerg-6946	519	2	v.	v.	ADP
fuelectenerg-6946	519	3	ćirić	ćirić	NOUN
fuelectenerg-6946	519	4	,	,	PUNCT
fuelectenerg-6946	519	5	d.	d.	PROPN
fuelectenerg-6946	519	6	cvetković	cvetković	PROPN
fuelectenerg-6946	519	7	,	,	PUNCT
fuelectenerg-6946	519	8	n.	n.	PROPN
fuelectenerg-6946	519	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	519	10	,	,	PUNCT
fuelectenerg-6946	519	11	n.	n.	PROPN
fuelectenerg-6946	519	12	stojanović	stojanović	PROPN
fuelectenerg-6946	519	13	,	,	PUNCT
fuelectenerg-6946	519	14	i.	i.	PROPN
fuelectenerg-6946	519	15	milentijević	milentijević	PROPN
fuelectenerg-6946	519	16	input	input	PROPN
fuelectenerg-6946	519	17	splits	split	VERB
fuelectenerg-6946	519	18	design	design	NOUN
fuelectenerg-6946	519	19	techniques	technique	NOUN
fuelectenerg-6946	519	20	for	for	ADP
fuelectenerg-6946	519	21	ids	id	NOUN
fuelectenerg-6946	519	22	on	on	ADP
fuelectenerg-6946	519	23	hadoop	hadoop	NOUN
fuelectenerg-6946	519	24	cluster	cluster	NOUN
fuelectenerg-6946	519	25	253	253	NUM
fuelectenerg-6946	519	26	14	14	NUM
fuelectenerg-6946	519	27	v.ciric	v.ciric	NOUN
fuelectenerg-6946	519	28	et	et	PROPN
fuelectenerg-6946	519	29	al	al	PROPN
fuelectenerg-6946	519	30	.	.	PROPN
fuelectenerg-6946	519	31	cores	core	NOUN
fuelectenerg-6946	519	32	at	at	ADP
fuelectenerg-6946	519	33	2.00ghz	2.00ghz	NUM
fuelectenerg-6946	519	34	,	,	PUNCT
fuelectenerg-6946	519	35	with	with	ADP
fuelectenerg-6946	519	36	whetstone	whetstone	NOUN
fuelectenerg-6946	519	37	benchmark	benchmark	NOUN
fuelectenerg-6946	519	38	results	result	NOUN
fuelectenerg-6946	519	39	2.08	2.08	NUM
fuelectenerg-6946	519	40	per	per	ADP
fuelectenerg-6946	519	41	core	core	NOUN
fuelectenerg-6946	519	42	,	,	PUNCT
fuelectenerg-6946	519	43	i.e.	i.e.	X
fuelectenerg-6946	519	44	8.31	8.31	NUM
fuelectenerg-6946	519	45	in	in	ADP
fuelectenerg-6946	519	46	total	total	NOUN
fuelectenerg-6946	519	47	[	[	X
fuelectenerg-6946	519	48	22	22	NUM
fuelectenerg-6946	519	49	]	]	PUNCT
fuelectenerg-6946	519	50	.	.	PUNCT
fuelectenerg-6946	520	1	we	we	PRON
fuelectenerg-6946	520	2	used	use	VERB
fuelectenerg-6946	520	3	input	input	NOUN
fuelectenerg-6946	520	4	pcap	pcap	NOUN
fuelectenerg-6946	520	5	files	file	NOUN
fuelectenerg-6946	520	6	of	of	ADP
fuelectenerg-6946	520	7	variable	variable	ADJ
fuelectenerg-6946	520	8	sizes	size	NOUN
fuelectenerg-6946	520	9	with	with	ADP
fuelectenerg-6946	520	10	1	1	NUM
fuelectenerg-6946	520	11	,	,	PUNCT
fuelectenerg-6946	520	12	2	2	NUM
fuelectenerg-6946	520	13	,	,	PUNCT
fuelectenerg-6946	520	14	3	3	NUM
fuelectenerg-6946	520	15	,	,	PUNCT
fuelectenerg-6946	520	16	4	4	NUM
fuelectenerg-6946	520	17	,	,	PUNCT
fuelectenerg-6946	520	18	and	and	CCONJ
fuelectenerg-6946	520	19	5	5	NUM
fuelectenerg-6946	520	20	gb	gb	NOUN
fuelectenerg-6946	520	21	of	of	ADP
fuelectenerg-6946	520	22	network	network	NOUN
fuelectenerg-6946	520	23	traffic	traffic	NOUN
fuelectenerg-6946	520	24	data	datum	NOUN
fuelectenerg-6946	520	25	,	,	PUNCT
fuelectenerg-6946	520	26	having	have	VERB
fuelectenerg-6946	520	27	”	"	PUNCT
fuelectenerg-6946	520	28	low	low	ADJ
fuelectenerg-6946	520	29	”	"	PUNCT
fuelectenerg-6946	520	30	,	,	PUNCT
fuelectenerg-6946	520	31	”	"	PUNCT
fuelectenerg-6946	520	32	medium	medium	NOUN
fuelectenerg-6946	520	33	”	"	PUNCT
fuelectenerg-6946	520	34	,	,	PUNCT
fuelectenerg-6946	520	35	and	and	CCONJ
fuelectenerg-6946	520	36	”	"	PUNCT
fuelectenerg-6946	520	37	high	high	ADJ
fuelectenerg-6946	520	38	”	"	PUNCT
fuelectenerg-6946	520	39	number	number	NOUN
fuelectenerg-6946	520	40	of	of	ADP
fuelectenerg-6946	520	41	malicious	malicious	ADJ
fuelectenerg-6946	520	42	packets	packet	NOUN
fuelectenerg-6946	520	43	(	(	PUNCT
fuelectenerg-6946	520	44	less	less	ADJ
fuelectenerg-6946	520	45	than	than	ADP
fuelectenerg-6946	520	46	1	1	NUM
fuelectenerg-6946	520	47	%	%	NOUN
fuelectenerg-6946	520	48	,	,	PUNCT
fuelectenerg-6946	520	49	30	30	NUM
fuelectenerg-6946	520	50	-	-	SYM
fuelectenerg-6946	520	51	40	40	NUM
fuelectenerg-6946	520	52	%	%	NOUN
fuelectenerg-6946	520	53	,	,	PUNCT
fuelectenerg-6946	520	54	and	and	CCONJ
fuelectenerg-6946	520	55	more	more	ADJ
fuelectenerg-6946	520	56	than	than	ADP
fuelectenerg-6946	520	57	70	70	NUM
fuelectenerg-6946	520	58	%	%	NOUN
fuelectenerg-6946	520	59	,	,	PUNCT
fuelectenerg-6946	520	60	respectively	respectively	ADV
fuelectenerg-6946	520	61	)	)	PUNCT
fuelectenerg-6946	520	62	.	.	PUNCT
fuelectenerg-6946	521	1	we	we	PRON
fuelectenerg-6946	521	2	also	also	ADV
fuelectenerg-6946	521	3	varied	vary	VERB
fuelectenerg-6946	521	4	the	the	DET
fuelectenerg-6946	521	5	number	number	NOUN
fuelectenerg-6946	521	6	of	of	ADP
fuelectenerg-6946	521	7	snort	snort	NOUN
fuelectenerg-6946	521	8	rules	rule	NOUN
fuelectenerg-6946	521	9	and	and	CCONJ
fuelectenerg-6946	521	10	the	the	DET
fuelectenerg-6946	521	11	number	number	NOUN
fuelectenerg-6946	521	12	of	of	ADP
fuelectenerg-6946	521	13	slave	slave	NOUN
fuelectenerg-6946	521	14	nodes	node	NOUN
fuelectenerg-6946	521	15	in	in	ADP
fuelectenerg-6946	521	16	the	the	DET
fuelectenerg-6946	521	17	cluster	cluster	NOUN
fuelectenerg-6946	521	18	.	.	PUNCT
fuelectenerg-6946	522	1	the	the	DET
fuelectenerg-6946	522	2	proposed	propose	VERB
fuelectenerg-6946	522	3	hadoop	hadoop	NOUN
fuelectenerg-6946	522	4	ids	id	NOUN
fuelectenerg-6946	522	5	with	with	ADP
fuelectenerg-6946	522	6	technique	technique	NOUN
fuelectenerg-6946	522	7	1	1	NUM
fuelectenerg-6946	522	8	for	for	ADP
fuelectenerg-6946	522	9	input	input	NOUN
fuelectenerg-6946	522	10	splits	split	VERB
fuelectenerg-6946	522	11	preparation	preparation	NOUN
fuelectenerg-6946	522	12	(	(	PUNCT
fuelectenerg-6946	522	13	tshark	tshark	NOUN
fuelectenerg-6946	522	14	packet	packet	NOUN
fuelectenerg-6946	522	15	pre	pre	ADJ
fuelectenerg-6946	522	16	-	-	ADJ
fuelectenerg-6946	522	17	decoding	decode	VERB
fuelectenerg-6946	522	18	)	)	PUNCT
fuelectenerg-6946	522	19	is	be	AUX
fuelectenerg-6946	522	20	evaluated	evaluate	VERB
fuelectenerg-6946	522	21	in	in	ADP
fuelectenerg-6946	522	22	hadoop	hadoop	NOUN
fuelectenerg-6946	522	23	2.9.0	2.9.0	NUM
fuelectenerg-6946	522	24	,	,	PUNCT
fuelectenerg-6946	522	25	in	in	ADP
fuelectenerg-6946	522	26	pseudodistributed	pseudodistributed	ADJ
fuelectenerg-6946	522	27	environment	environment	NOUN
fuelectenerg-6946	522	28	on	on	ADP
fuelectenerg-6946	522	29	the	the	DET
fuelectenerg-6946	522	30	previously	previously	ADV
fuelectenerg-6946	522	31	mentioned	mention	VERB
fuelectenerg-6946	522	32	single	single	ADJ
fuelectenerg-6946	522	33	-	-	PUNCT
fuelectenerg-6946	522	34	processor	processor	NOUN
fuelectenerg-6946	522	35	system	system	NOUN
fuelectenerg-6946	522	36	,	,	PUNCT
fuelectenerg-6946	522	37	along	along	ADP
fuelectenerg-6946	522	38	with	with	ADP
fuelectenerg-6946	522	39	the	the	DET
fuelectenerg-6946	522	40	snort	snort	NOUN
fuelectenerg-6946	522	41	ids	id	NOUN
fuelectenerg-6946	522	42	.	.	PUNCT
fuelectenerg-6946	523	1	the	the	DET
fuelectenerg-6946	523	2	results	result	NOUN
fuelectenerg-6946	523	3	are	be	AUX
fuelectenerg-6946	523	4	given	give	VERB
fuelectenerg-6946	523	5	in	in	ADP
fuelectenerg-6946	523	6	table	table	NOUN
fuelectenerg-6946	523	7	1	1	NUM
fuelectenerg-6946	523	8	.	.	PUNCT
fuelectenerg-6946	523	9	input	input	NOUN
fuelectenerg-6946	523	10	file	file	NOUN
fuelectenerg-6946	523	11	size	size	NOUN
fuelectenerg-6946	523	12	[	[	X
fuelectenerg-6946	523	13	gb	gb	X
fuelectenerg-6946	523	14	]	]	PUNCT
fuelectenerg-6946	523	15	preprocessing	preprocesse	VERB
fuelectenerg-6946	523	16	time	time	NOUN
fuelectenerg-6946	523	17	[	[	X
fuelectenerg-6946	523	18	s	s	X
fuelectenerg-6946	523	19	]	]	X
fuelectenerg-6946	523	20	pattern	pattern	NOUN
fuelectenerg-6946	523	21	search	search	NOUN
fuelectenerg-6946	523	22	time	time	NOUN
fuelectenerg-6946	523	23	[	[	X
fuelectenerg-6946	523	24	s	s	X
fuelectenerg-6946	523	25	]	]	X
fuelectenerg-6946	523	26	total	total	ADJ
fuelectenerg-6946	523	27	processing	processing	NOUN
fuelectenerg-6946	523	28	time	time	NOUN
fuelectenerg-6946	523	29	[	[	X
fuelectenerg-6946	523	30	s	s	X
fuelectenerg-6946	523	31	]	]	PUNCT
fuelectenerg-6946	523	32	snort	snort	VERB
fuelectenerg-6946	523	33	ids	id	NOUN
fuelectenerg-6946	523	34	1	1	NUM
fuelectenerg-6946	523	35	0	0	NUM
fuelectenerg-6946	523	36	120	120	NUM
fuelectenerg-6946	523	37	120	120	NUM
fuelectenerg-6946	523	38	hadoop	hadoop	NOUN
fuelectenerg-6946	523	39	ids	id	NOUN
fuelectenerg-6946	523	40	1.6	1.6	NUM
fuelectenerg-6946	523	41	211	211	NUM
fuelectenerg-6946	523	42	94	94	NUM
fuelectenerg-6946	523	43	305	305	NUM
fuelectenerg-6946	523	44	table	table	NOUN
fuelectenerg-6946	523	45	1	1	NUM
fuelectenerg-6946	523	46	:	:	PUNCT
fuelectenerg-6946	523	47	hadoop	hadoop	NOUN
fuelectenerg-6946	523	48	ids	id	NOUN
fuelectenerg-6946	523	49	with	with	ADP
fuelectenerg-6946	523	50	tshark	tshark	NOUN
fuelectenerg-6946	523	51	packet	packet	NOUN
fuelectenerg-6946	523	52	pre	pre	ADJ
fuelectenerg-6946	523	53	-	-	ADJ
fuelectenerg-6946	523	54	decoding	decode	VERB
fuelectenerg-6946	523	55	vs.	vs.	ADP
fuelectenerg-6946	523	56	snort	snort	NOUN
fuelectenerg-6946	523	57	ids	id	VERB
fuelectenerg-6946	523	58	the	the	DET
fuelectenerg-6946	523	59	used	use	VERB
fuelectenerg-6946	523	60	input	input	NOUN
fuelectenerg-6946	523	61	pcap	pcap	NOUN
fuelectenerg-6946	523	62	file	file	NOUN
fuelectenerg-6946	523	63	size	size	NOUN
fuelectenerg-6946	523	64	is	be	AUX
fuelectenerg-6946	523	65	1	1	NUM
fuelectenerg-6946	523	66	gb	gb	NOUN
fuelectenerg-6946	523	67	,	,	PUNCT
fuelectenerg-6946	523	68	and	and	CCONJ
fuelectenerg-6946	523	69	it	it	PRON
fuelectenerg-6946	523	70	contained	contain	VERB
fuelectenerg-6946	523	71	about	about	ADV
fuelectenerg-6946	523	72	2	2	NUM
fuelectenerg-6946	523	73	million	million	NUM
fuelectenerg-6946	523	74	network	network	NOUN
fuelectenerg-6946	523	75	packets	packet	NOUN
fuelectenerg-6946	523	76	with	with	ADP
fuelectenerg-6946	523	77	”	"	PUNCT
fuelectenerg-6946	523	78	medium	medium	ADJ
fuelectenerg-6946	523	79	”	"	PUNCT
fuelectenerg-6946	523	80	number	number	NOUN
fuelectenerg-6946	523	81	of	of	ADP
fuelectenerg-6946	523	82	malicious	malicious	ADJ
fuelectenerg-6946	523	83	packets	packet	NOUN
fuelectenerg-6946	523	84	.	.	PUNCT
fuelectenerg-6946	524	1	as	as	SCONJ
fuelectenerg-6946	524	2	it	it	PRON
fuelectenerg-6946	524	3	can	can	AUX
fuelectenerg-6946	524	4	be	be	AUX
fuelectenerg-6946	524	5	seen	see	VERB
fuelectenerg-6946	524	6	from	from	ADP
fuelectenerg-6946	524	7	table	table	NOUN
fuelectenerg-6946	524	8	1	1	NUM
fuelectenerg-6946	524	9	,	,	PUNCT
fuelectenerg-6946	524	10	packet	packet	ADJ
fuelectenerg-6946	524	11	pre	pre	ADJ
fuelectenerg-6946	524	12	-	-	ADJ
fuelectenerg-6946	524	13	decoding	decode	VERB
fuelectenerg-6946	524	14	increased	increase	VERB
fuelectenerg-6946	524	15	the	the	DET
fuelectenerg-6946	524	16	file	file	NOUN
fuelectenerg-6946	524	17	size	size	NOUN
fuelectenerg-6946	524	18	from	from	ADP
fuelectenerg-6946	524	19	1	1	NUM
fuelectenerg-6946	524	20	gb	gb	NOUN
fuelectenerg-6946	524	21	to	to	ADP
fuelectenerg-6946	524	22	1.6	1.6	NUM
fuelectenerg-6946	524	23	gb	gb	NOUN
fuelectenerg-6946	524	24	.	.	PUNCT
fuelectenerg-6946	525	1	nevertheless	nevertheless	ADV
fuelectenerg-6946	525	2	,	,	PUNCT
fuelectenerg-6946	525	3	the	the	DET
fuelectenerg-6946	525	4	proposed	propose	VERB
fuelectenerg-6946	525	5	ids	id	NOUN
fuelectenerg-6946	525	6	has	have	VERB
fuelectenerg-6946	525	7	21	21	NUM
fuelectenerg-6946	525	8	%	%	NOUN
fuelectenerg-6946	525	9	faster	fast	ADJ
fuelectenerg-6946	525	10	pattern	pattern	NOUN
fuelectenerg-6946	525	11	search	search	NOUN
fuelectenerg-6946	525	12	time	time	NOUN
fuelectenerg-6946	525	13	than	than	ADP
fuelectenerg-6946	525	14	the	the	DET
fuelectenerg-6946	525	15	snort	snort	NOUN
fuelectenerg-6946	525	16	(	(	PUNCT
fuelectenerg-6946	525	17	94s	94	NOUN
fuelectenerg-6946	525	18	vs.	vs.	X
fuelectenerg-6946	525	19	120s	120s	NUM
fuelectenerg-6946	525	20	)	)	PUNCT
fuelectenerg-6946	525	21	.	.	PUNCT
fuelectenerg-6946	526	1	this	this	PRON
fuelectenerg-6946	526	2	is	be	AUX
fuelectenerg-6946	526	3	due	due	ADJ
fuelectenerg-6946	526	4	to	to	ADP
fuelectenerg-6946	526	5	the	the	DET
fuelectenerg-6946	526	6	fact	fact	NOUN
fuelectenerg-6946	526	7	that	that	SCONJ
fuelectenerg-6946	526	8	the	the	DET
fuelectenerg-6946	526	9	execution	execution	NOUN
fuelectenerg-6946	526	10	of	of	ADP
fuelectenerg-6946	526	11	hadoop	hadoop	NOUN
fuelectenerg-6946	526	12	ids	id	NOUN
fuelectenerg-6946	526	13	takes	take	VERB
fuelectenerg-6946	526	14	advantage	advantage	NOUN
fuelectenerg-6946	526	15	of	of	ADP
fuelectenerg-6946	526	16	multi	multi	ADJ
fuelectenerg-6946	526	17	-	-	ADJ
fuelectenerg-6946	526	18	core	core	ADJ
fuelectenerg-6946	526	19	cpu	cpu	NOUN
fuelectenerg-6946	526	20	,	,	PUNCT
fuelectenerg-6946	526	21	while	while	SCONJ
fuelectenerg-6946	526	22	the	the	DET
fuelectenerg-6946	526	23	snort	snort	NOUN
fuelectenerg-6946	526	24	does	do	VERB
fuelectenerg-6946	526	25	n’t	not	PART
fuelectenerg-6946	526	26	.	.	PUNCT
fuelectenerg-6946	527	1	however	however	ADV
fuelectenerg-6946	527	2	,	,	PUNCT
fuelectenerg-6946	527	3	the	the	DET
fuelectenerg-6946	527	4	time	time	NOUN
fuelectenerg-6946	527	5	required	require	VERB
fuelectenerg-6946	527	6	for	for	ADP
fuelectenerg-6946	527	7	tshark	tshark	NOUN
fuelectenerg-6946	527	8	packet	packet	NOUN
fuelectenerg-6946	527	9	pre	pre	VERB
fuelectenerg-6946	527	10	-	-	ADJ
fuelectenerg-6946	527	11	decoding	decode	VERB
fuelectenerg-6946	527	12	took	take	VERB
fuelectenerg-6946	527	13	more	more	ADJ
fuelectenerg-6946	527	14	than	than	ADP
fuelectenerg-6946	527	15	3	3	NUM
fuelectenerg-6946	527	16	minutes	minute	NOUN
fuelectenerg-6946	527	17	(	(	PUNCT
fuelectenerg-6946	527	18	211	211	NUM
fuelectenerg-6946	527	19	seconds	second	NOUN
fuelectenerg-6946	527	20	)	)	PUNCT
fuelectenerg-6946	527	21	,	,	PUNCT
fuelectenerg-6946	527	22	giving	give	VERB
fuelectenerg-6946	527	23	the	the	DET
fuelectenerg-6946	527	24	total	total	ADJ
fuelectenerg-6946	527	25	processing	processing	NOUN
fuelectenerg-6946	527	26	time	time	NOUN
fuelectenerg-6946	527	27	for	for	ADP
fuelectenerg-6946	527	28	hadoop	hadoop	NOUN
fuelectenerg-6946	527	29	2.5	2.5	NUM
fuelectenerg-6946	527	30	times	time	NOUN
fuelectenerg-6946	527	31	slower	slow	ADJ
fuelectenerg-6946	527	32	than	than	ADP
fuelectenerg-6946	527	33	the	the	DET
fuelectenerg-6946	527	34	snort	snort	NOUN
fuelectenerg-6946	527	35	ids	id	NOUN
fuelectenerg-6946	527	36	.	.	PUNCT
fuelectenerg-6946	528	1	for	for	ADP
fuelectenerg-6946	528	2	the	the	DET
fuelectenerg-6946	528	3	job	job	NOUN
fuelectenerg-6946	528	4	execution	execution	NOUN
fuelectenerg-6946	528	5	purposes	purpose	NOUN
fuelectenerg-6946	528	6	hadoop	hadoop	NOUN
fuelectenerg-6946	528	7	2.x	2.x	NUM
fuelectenerg-6946	528	8	requests	request	NOUN
fuelectenerg-6946	528	9	three	three	NUM
fuelectenerg-6946	528	10	different	different	ADJ
fuelectenerg-6946	528	11	kinds	kind	NOUN
fuelectenerg-6946	528	12	of	of	ADP
fuelectenerg-6946	528	13	containers	container	NOUN
fuelectenerg-6946	528	14	from	from	ADP
fuelectenerg-6946	528	15	yarn	yarn	NOUN
fuelectenerg-6946	528	16	:	:	PUNCT
fuelectenerg-6946	528	17	the	the	DET
fuelectenerg-6946	528	18	application	application	NOUN
fuelectenerg-6946	528	19	master	master	NOUN
fuelectenerg-6946	528	20	container	container	NOUN
fuelectenerg-6946	528	21	,	,	PUNCT
fuelectenerg-6946	528	22	map	map	NOUN
fuelectenerg-6946	528	23	containers	container	NOUN
fuelectenerg-6946	528	24	,	,	PUNCT
fuelectenerg-6946	528	25	and	and	CCONJ
fuelectenerg-6946	528	26	reduce	reduce	VERB
fuelectenerg-6946	528	27	containers	container	NOUN
fuelectenerg-6946	528	28	.	.	PUNCT
fuelectenerg-6946	529	1	application	application	NOUN
fuelectenerg-6946	529	2	master	master	NOUN
fuelectenerg-6946	529	3	itself	itself	PRON
fuelectenerg-6946	529	4	requires	require	VERB
fuelectenerg-6946	529	5	1.5	1.5	NUM
fuelectenerg-6946	529	6	gb	gb	NOUN
fuelectenerg-6946	529	7	or	or	CCONJ
fuelectenerg-6946	529	8	ram	ram	VERB
fuelectenerg-6946	529	9	by	by	ADP
fuelectenerg-6946	529	10	default	default	NOUN
fuelectenerg-6946	529	11	,	,	PUNCT
fuelectenerg-6946	529	12	making	make	VERB
fuelectenerg-6946	529	13	hadoop	hadoop	NOUN
fuelectenerg-6946	529	14	2.x	2.x	NUM
fuelectenerg-6946	529	15	suitable	suitable	ADJ
fuelectenerg-6946	529	16	for	for	ADP
fuelectenerg-6946	529	17	large	large	ADJ
fuelectenerg-6946	529	18	clusters	cluster	NOUN
fuelectenerg-6946	529	19	with	with	ADP
fuelectenerg-6946	529	20	a	a	DET
fuelectenerg-6946	529	21	lot	lot	NOUN
fuelectenerg-6946	529	22	of	of	ADP
fuelectenerg-6946	529	23	resources	resource	NOUN
fuelectenerg-6946	529	24	.	.	PUNCT
fuelectenerg-6946	530	1	the	the	DET
fuelectenerg-6946	530	2	proposed	propose	VERB
fuelectenerg-6946	530	3	techniques	technique	NOUN
fuelectenerg-6946	530	4	2	2	NUM
fuelectenerg-6946	530	5	,	,	PUNCT
fuelectenerg-6946	530	6	3	3	NUM
fuelectenerg-6946	530	7	and	and	CCONJ
fuelectenerg-6946	530	8	4	4	NUM
fuelectenerg-6946	530	9	are	be	AUX
fuelectenerg-6946	530	10	evaluated	evaluate	VERB
fuelectenerg-6946	530	11	in	in	ADP
fuelectenerg-6946	530	12	hadoop	hadoop	NOUN
fuelectenerg-6946	530	13	1.2.1	1.2.1	NUM
fuelectenerg-6946	530	14	environment	environment	NOUN
fuelectenerg-6946	530	15	,	,	PUNCT
fuelectenerg-6946	530	16	due	due	ADP
fuelectenerg-6946	530	17	to	to	ADP
fuelectenerg-6946	530	18	the	the	DET
fuelectenerg-6946	530	19	lower	low	ADJ
fuelectenerg-6946	530	20	resource	resource	NOUN
fuelectenerg-6946	530	21	requirements	requirement	NOUN
fuelectenerg-6946	530	22	.	.	PUNCT
fuelectenerg-6946	531	1	for	for	ADP
fuelectenerg-6946	531	2	the	the	DET
fuelectenerg-6946	531	3	independent	independent	ADJ
fuelectenerg-6946	531	4	variables	variable	NOUN
fuelectenerg-6946	531	5	in	in	ADP
fuelectenerg-6946	531	6	the	the	DET
fuelectenerg-6946	531	7	experiment	experiment	NOUN
fuelectenerg-6946	531	8	we	we	PRON
fuelectenerg-6946	531	9	chose	choose	VERB
fuelectenerg-6946	531	10	input	input	NOUN
fuelectenerg-6946	531	11	pcap	pcap	NOUN
fuelectenerg-6946	531	12	file	file	NOUN
fuelectenerg-6946	531	13	size	size	NOUN
fuelectenerg-6946	531	14	,	,	PUNCT
fuelectenerg-6946	531	15	the	the	DET
fuelectenerg-6946	531	16	level	level	NOUN
fuelectenerg-6946	531	17	of	of	ADP
fuelectenerg-6946	531	18	malicious	malicious	ADJ
fuelectenerg-6946	531	19	packets	packet	NOUN
fuelectenerg-6946	531	20	,	,	PUNCT
fuelectenerg-6946	531	21	the	the	DET
fuelectenerg-6946	531	22	number	number	NOUN
fuelectenerg-6946	531	23	of	of	ADP
fuelectenerg-6946	531	24	snort	snort	NOUN
fuelectenerg-6946	531	25	rules	rule	NOUN
fuelectenerg-6946	531	26	in	in	ADP
fuelectenerg-6946	531	27	the	the	DET
fuelectenerg-6946	531	28	database	database	NOUN
fuelectenerg-6946	531	29	,	,	PUNCT
fuelectenerg-6946	531	30	and	and	CCONJ
fuelectenerg-6946	531	31	the	the	DET
fuelectenerg-6946	531	32	number	number	NOUN
fuelectenerg-6946	531	33	of	of	ADP
fuelectenerg-6946	531	34	slave	slave	NOUN
fuelectenerg-6946	531	35	nodes	node	NOUN
fuelectenerg-6946	531	36	.	.	PUNCT
fuelectenerg-6946	532	1	as	as	ADP
fuelectenerg-6946	532	2	dependant	dependant	ADJ
fuelectenerg-6946	532	3	variables	variable	NOUN
fuelectenerg-6946	532	4	we	we	PRON
fuelectenerg-6946	532	5	obtained	obtain	VERB
fuelectenerg-6946	532	6	the	the	DET
fuelectenerg-6946	532	7	total	total	ADJ
fuelectenerg-6946	532	8	execution	execution	NOUN
fuelectenerg-6946	532	9	time	time	NOUN
fuelectenerg-6946	532	10	,	,	PUNCT
fuelectenerg-6946	532	11	the	the	DET
fuelectenerg-6946	532	12	total	total	ADJ
fuelectenerg-6946	532	13	number	number	NOUN
fuelectenerg-6946	532	14	of	of	ADP
fuelectenerg-6946	532	15	map	map	NOUN
fuelectenerg-6946	532	16	tasks	task	NOUN
fuelectenerg-6946	532	17	,	,	PUNCT
fuelectenerg-6946	532	18	as	as	ADV
fuelectenerg-6946	532	19	well	well	ADV
fuelectenerg-6946	532	20	as	as	ADP
fuelectenerg-6946	532	21	the	the	DET
fuelectenerg-6946	532	22	number	number	NOUN
fuelectenerg-6946	532	23	of	of	ADP
fuelectenerg-6946	532	24	data	datum	NOUN
fuelectenerg-6946	532	25	local	local	ADJ
fuelectenerg-6946	532	26	and	and	CCONJ
fuelectenerg-6946	532	27	rack	rack	VERB
fuelectenerg-6946	532	28	local1	local1	NOUN
fuelectenerg-6946	532	29	map	map	VERB
fuelectenerg-6946	532	30	1data	1data	NUM
fuelectenerg-6946	532	31	local	local	ADJ
fuelectenerg-6946	532	32	map	map	NOUN
fuelectenerg-6946	532	33	task	task	NOUN
fuelectenerg-6946	532	34	is	be	AUX
fuelectenerg-6946	532	35	a	a	DET
fuelectenerg-6946	532	36	map	map	NOUN
fuelectenerg-6946	532	37	task	task	NOUN
fuelectenerg-6946	532	38	which	which	PRON
fuelectenerg-6946	532	39	has	have	VERB
fuelectenerg-6946	532	40	data	datum	NOUN
fuelectenerg-6946	532	41	block	block	NOUN
fuelectenerg-6946	532	42	already	already	ADV
fuelectenerg-6946	532	43	locally	locally	ADV
fuelectenerg-6946	532	44	available	available	ADJ
fuelectenerg-6946	532	45	on	on	ADP
fuelectenerg-6946	532	46	the	the	DET
fuelectenerg-6946	532	47	node	node	NOUN
fuelectenerg-6946	532	48	where	where	SCONJ
fuelectenerg-6946	532	49	it	it	PRON
fuelectenerg-6946	532	50	executes	execute	VERB
fuelectenerg-6946	532	51	prior	prior	ADV
fuelectenerg-6946	532	52	to	to	ADP
fuelectenerg-6946	532	53	the	the	DET
fuelectenerg-6946	532	54	execution	execution	NOUN
fuelectenerg-6946	532	55	,	,	PUNCT
fuelectenerg-6946	532	56	while	while	SCONJ
fuelectenerg-6946	532	57	rack	rack	VERB
fuelectenerg-6946	532	58	local	local	ADJ
fuelectenerg-6946	532	59	map	map	NOUN
fuelectenerg-6946	532	60	task	task	NOUN
fuelectenerg-6946	532	61	needs	need	NOUN
fuelectenerg-6946	532	62	to	to	PART
fuelectenerg-6946	532	63	fetch	fetch	VERB
fuelectenerg-6946	532	64	the	the	DET
fuelectenerg-6946	532	65	data	data	NOUN
fuelectenerg-6946	532	66	block	block	NOUN
fuelectenerg-6946	532	67	from	from	ADP
fuelectenerg-6946	532	68	the	the	DET
fuelectenerg-6946	532	69	other	other	ADJ
fuelectenerg-6946	532	70	slave	slave	NOUN
fuelectenerg-6946	532	71	node	node	PROPN
fuelectenerg-6946	532	72	.	.	PUNCT
fuelectenerg-6946	533	1	input	input	NOUN
fuelectenerg-6946	533	2	splits	split	VERB
fuelectenerg-6946	533	3	design	design	NOUN
fuelectenerg-6946	533	4	techniques	technique	NOUN
fuelectenerg-6946	533	5	for	for	ADP
fuelectenerg-6946	533	6	ids	id	NOUN
fuelectenerg-6946	533	7	on	on	ADP
fuelectenerg-6946	533	8	hadoop	hadoop	NOUN
fuelectenerg-6946	533	9	cluster	cluster	NOUN
fuelectenerg-6946	533	10	15	15	NUM
fuelectenerg-6946	533	11	tasks	task	NOUN
fuelectenerg-6946	533	12	.	.	PUNCT
fuelectenerg-6946	534	1	fig	fig	NOUN
fuelectenerg-6946	534	2	.	.	PUNCT
fuelectenerg-6946	535	1	9	9	NUM
fuelectenerg-6946	535	2	shows	show	VERB
fuelectenerg-6946	535	3	the	the	DET
fuelectenerg-6946	535	4	evaluation	evaluation	NOUN
fuelectenerg-6946	535	5	results	result	NOUN
fuelectenerg-6946	535	6	of	of	ADP
fuelectenerg-6946	535	7	the	the	DET
fuelectenerg-6946	535	8	techniques	technique	NOUN
fuelectenerg-6946	535	9	2	2	NUM
fuelectenerg-6946	535	10	,	,	PUNCT
fuelectenerg-6946	535	11	3	3	NUM
fuelectenerg-6946	535	12	and	and	CCONJ
fuelectenerg-6946	535	13	4	4	NUM
fuelectenerg-6946	535	14	for	for	ADP
fuelectenerg-6946	535	15	1	1	NUM
fuelectenerg-6946	535	16	gb	gb	NOUN
fuelectenerg-6946	535	17	input	input	NOUN
fuelectenerg-6946	535	18	file	file	NOUN
fuelectenerg-6946	535	19	size	size	NOUN
fuelectenerg-6946	535	20	with	with	ADP
fuelectenerg-6946	535	21	low	low	ADJ
fuelectenerg-6946	535	22	level	level	NOUN
fuelectenerg-6946	535	23	of	of	ADP
fuelectenerg-6946	535	24	malicious	malicious	ADJ
fuelectenerg-6946	535	25	packets	packet	NOUN
fuelectenerg-6946	535	26	,	,	PUNCT
fuelectenerg-6946	535	27	on	on	ADP
fuelectenerg-6946	535	28	a	a	DET
fuelectenerg-6946	535	29	cluster	cluster	NOUN
fuelectenerg-6946	535	30	with	with	ADP
fuelectenerg-6946	535	31	17	17	NUM
fuelectenerg-6946	535	32	slave	slave	NOUN
fuelectenerg-6946	535	33	nodes	node	NOUN
fuelectenerg-6946	535	34	,	,	PUNCT
fuelectenerg-6946	535	35	and	and	CCONJ
fuelectenerg-6946	535	36	the	the	DET
fuelectenerg-6946	535	37	snort	snort	NOUN
fuelectenerg-6946	535	38	database	database	NOUN
fuelectenerg-6946	535	39	with	with	ADP
fuelectenerg-6946	535	40	1000	1000	NUM
fuelectenerg-6946	535	41	rules	rule	NOUN
fuelectenerg-6946	535	42	.	.	PUNCT
fuelectenerg-6946	536	1	the	the	DET
fuelectenerg-6946	536	2	results	result	NOUN
fuelectenerg-6946	536	3	are	be	AUX
fuelectenerg-6946	536	4	as	as	ADP
fuelectenerg-6946	536	5	expected	expect	VERB
fuelectenerg-6946	536	6	:	:	PUNCT
fuelectenerg-6946	536	7	the	the	DET
fuelectenerg-6946	536	8	hadoop	hadoop	NOUN
fuelectenerg-6946	536	9	ids	id	NOUN
fuelectenerg-6946	536	10	with	with	ADP
fuelectenerg-6946	536	11	input	input	NOUN
fuelectenerg-6946	536	12	split	split	NOUN
fuelectenerg-6946	536	13	technique	technique	NOUN
fuelectenerg-6946	536	14	4	4	NUM
fuelectenerg-6946	536	15	has	have	VERB
fuelectenerg-6946	536	16	the	the	DET
fuelectenerg-6946	536	17	best	good	ADJ
fuelectenerg-6946	536	18	execution	execution	NOUN
fuelectenerg-6946	536	19	time	time	NOUN
fuelectenerg-6946	536	20	(	(	PUNCT
fuelectenerg-6946	536	21	fig	fig	NOUN
fuelectenerg-6946	536	22	.	.	PUNCT
fuelectenerg-6946	536	23	9a	9a	NOUN
fuelectenerg-6946	536	24	)	)	PUNCT
fuelectenerg-6946	536	25	.	.	PUNCT
fuelectenerg-6946	537	1	in	in	ADP
fuelectenerg-6946	537	2	this	this	DET
fuelectenerg-6946	537	3	case	case	NOUN
fuelectenerg-6946	537	4	it	it	PRON
fuelectenerg-6946	537	5	performs	perform	VERB
fuelectenerg-6946	537	6	32	32	NUM
fuelectenerg-6946	537	7	%	%	NOUN
fuelectenerg-6946	537	8	faster	fast	ADV
fuelectenerg-6946	537	9	then	then	ADV
fuelectenerg-6946	537	10	the	the	DET
fuelectenerg-6946	537	11	proposed	propose	VERB
fuelectenerg-6946	537	12	technique	technique	NOUN
fuelectenerg-6946	537	13	2	2	NUM
fuelectenerg-6946	537	14	(	(	PUNCT
fuelectenerg-6946	537	15	170	170	NUM
fuelectenerg-6946	537	16	vs.	vs.	ADP
fuelectenerg-6946	537	17	250	250	NUM
fuelectenerg-6946	537	18	in	in	ADP
fuelectenerg-6946	537	19	fig	fig	NOUN
fuelectenerg-6946	537	20	.	.	PUNCT
fuelectenerg-6946	538	1	9a	9a	NOUN
fuelectenerg-6946	538	2	)	)	PUNCT
fuelectenerg-6946	538	3	.	.	PUNCT
fuelectenerg-6946	539	1	the	the	DET
fuelectenerg-6946	539	2	number	number	NOUN
fuelectenerg-6946	539	3	of	of	ADP
fuelectenerg-6946	539	4	datalocal	datalocal	ADJ
fuelectenerg-6946	539	5	and	and	CCONJ
fuelectenerg-6946	539	6	racklocal	racklocal	ADJ
fuelectenerg-6946	539	7	blocks	block	NOUN
fuelectenerg-6946	539	8	confirm	confirm	VERB
fuelectenerg-6946	539	9	the	the	DET
fuelectenerg-6946	539	10	design	design	NOUN
fuelectenerg-6946	539	11	hypothesis	hypothesis	NOUN
fuelectenerg-6946	539	12	about	about	ADP
fuelectenerg-6946	539	13	additional	additional	ADJ
fuelectenerg-6946	539	14	block	block	NOUN
fuelectenerg-6946	539	15	copying	copying	NOUN
fuelectenerg-6946	539	16	(	(	PUNCT
fuelectenerg-6946	539	17	fig	fig	NOUN
fuelectenerg-6946	539	18	.	.	PUNCT
fuelectenerg-6946	539	19	9b	9b	NUM
fuelectenerg-6946	539	20	)	)	PUNCT
fuelectenerg-6946	539	21	.	.	PUNCT
fuelectenerg-6946	540	1	the	the	DET
fuelectenerg-6946	540	2	techniques	technique	NOUN
fuelectenerg-6946	540	3	2	2	NUM
fuelectenerg-6946	540	4	and	and	CCONJ
fuelectenerg-6946	540	5	4	4	NUM
fuelectenerg-6946	540	6	have	have	VERB
fuelectenerg-6946	540	7	the	the	DET
fuelectenerg-6946	540	8	same	same	ADJ
fuelectenerg-6946	540	9	number	number	NOUN
fuelectenerg-6946	540	10	of	of	ADP
fuelectenerg-6946	540	11	map	map	NOUN
fuelectenerg-6946	540	12	tasks	task	NOUN
fuelectenerg-6946	540	13	due	due	ADP
fuelectenerg-6946	540	14	to	to	ADP
fuelectenerg-6946	540	15	the	the	DET
fuelectenerg-6946	540	16	fact	fact	NOUN
fuelectenerg-6946	540	17	that	that	SCONJ
fuelectenerg-6946	540	18	both	both	DET
fuelectenerg-6946	540	19	techniques	technique	NOUN
fuelectenerg-6946	540	20	force	force	VERB
fuelectenerg-6946	540	21	the	the	DET
fuelectenerg-6946	540	22	size	size	NOUN
fuelectenerg-6946	540	23	of	of	ADP
fuelectenerg-6946	540	24	the	the	DET
fuelectenerg-6946	540	25	input	input	NOUN
fuelectenerg-6946	540	26	split	split	NOUN
fuelectenerg-6946	540	27	to	to	PART
fuelectenerg-6946	540	28	be	be	AUX
fuelectenerg-6946	540	29	exact	exact	ADJ
fuelectenerg-6946	540	30	(	(	PUNCT
fuelectenerg-6946	540	31	tcq4	tcq4	NOUN
fuelectenerg-6946	540	32	)	)	PUNCT
fuelectenerg-6946	540	33	or	or	CCONJ
fuelectenerg-6946	540	34	very	very	ADV
fuelectenerg-6946	540	35	close	close	ADJ
fuelectenerg-6946	540	36	to	to	ADP
fuelectenerg-6946	540	37	the	the	DET
fuelectenerg-6946	540	38	size	size	NOUN
fuelectenerg-6946	540	39	of	of	ADP
fuelectenerg-6946	540	40	a	a	DET
fuelectenerg-6946	540	41	block	block	NOUN
fuelectenerg-6946	540	42	(	(	PUNCT
fuelectenerg-6946	540	43	tcq2	tcq2	PROPN
fuelectenerg-6946	540	44	)	)	PUNCT
fuelectenerg-6946	540	45	,	,	PUNCT
fuelectenerg-6946	540	46	while	while	SCONJ
fuelectenerg-6946	540	47	tcq3	tcq3	PROPN
fuelectenerg-6946	540	48	introduces	introduce	VERB
fuelectenerg-6946	540	49	the	the	DET
fuelectenerg-6946	540	50	greatest	great	ADJ
fuelectenerg-6946	540	51	deviation	deviation	NOUN
fuelectenerg-6946	540	52	between	between	ADP
fuelectenerg-6946	540	53	the	the	DET
fuelectenerg-6946	540	54	size	size	NOUN
fuelectenerg-6946	540	55	of	of	ADP
fuelectenerg-6946	540	56	an	an	DET
fuelectenerg-6946	540	57	input	input	NOUN
fuelectenerg-6946	540	58	split	split	NOUN
fuelectenerg-6946	540	59	and	and	CCONJ
fuelectenerg-6946	540	60	a	a	DET
fuelectenerg-6946	540	61	block	block	NOUN
fuelectenerg-6946	540	62	.	.	PUNCT
fuelectenerg-6946	541	1	tcq2	tcq2	PROPN
fuelectenerg-6946	541	2	tcq3	tcq3	PROPN
fuelectenerg-6946	541	3	tcq4	tcq4	PROPN
fuelectenerg-6946	541	4	0	0	NUM
fuelectenerg-6946	541	5	100	100	NUM
fuelectenerg-6946	541	6	200	200	NUM
fuelectenerg-6946	541	7	250	250	NUM
fuelectenerg-6946	541	8	187	187	NUM
fuelectenerg-6946	541	9	170	170	NUM
fuelectenerg-6946	541	10	a	a	NOUN
fuelectenerg-6946	541	11	)	)	PUNCT
fuelectenerg-6946	542	1	[	[	X
fuelectenerg-6946	542	2	s	s	X
fuelectenerg-6946	542	3	]	]	X
fuelectenerg-6946	542	4	maptasks	maptask	NOUN
fuelectenerg-6946	542	5	datalocal	datalocal	ADJ
fuelectenerg-6946	542	6	racklocal	racklocal	ADJ
fuelectenerg-6946	542	7	0	0	NUM
fuelectenerg-6946	542	8	10	10	NUM
fuelectenerg-6946	542	9	20	20	NUM
fuelectenerg-6946	542	10	17	17	NUM
fuelectenerg-6946	542	11	13	13	NUM
fuelectenerg-6946	542	12	4	4	NUM
fuelectenerg-6946	542	13	20	20	NUM
fuelectenerg-6946	542	14	15	15	NUM
fuelectenerg-6946	542	15	5	5	NUM
fuelectenerg-6946	542	16	17	17	NUM
fuelectenerg-6946	542	17	13	13	NUM
fuelectenerg-6946	542	18	4	4	NUM
fuelectenerg-6946	542	19	b	b	NOUN
fuelectenerg-6946	542	20	)	)	PUNCT
fuelectenerg-6946	543	1	[	[	X
fuelectenerg-6946	543	2	#	#	SYM
fuelectenerg-6946	543	3	]	]	X
fuelectenerg-6946	543	4	tcq2	tcq2	NOUN
fuelectenerg-6946	543	5	tcq3	tcq3	PROPN
fuelectenerg-6946	543	6	tcq4	tcq4	PROPN
fuelectenerg-6946	543	7	fig	fig	NOUN
fuelectenerg-6946	543	8	.	.	PUNCT
fuelectenerg-6946	544	1	9	9	NUM
fuelectenerg-6946	544	2	:	:	PUNCT
fuelectenerg-6946	544	3	evaluation	evaluation	NOUN
fuelectenerg-6946	544	4	results	result	NOUN
fuelectenerg-6946	544	5	of	of	ADP
fuelectenerg-6946	544	6	different	different	ADJ
fuelectenerg-6946	544	7	input	input	NOUN
fuelectenerg-6946	544	8	split	split	NOUN
fuelectenerg-6946	544	9	design	design	NOUN
fuelectenerg-6946	544	10	techniques	technique	NOUN
fuelectenerg-6946	544	11	:	:	PUNCT
fuelectenerg-6946	544	12	a	a	X
fuelectenerg-6946	544	13	)	)	PUNCT
fuelectenerg-6946	544	14	total	total	ADJ
fuelectenerg-6946	544	15	processing	processing	NOUN
fuelectenerg-6946	544	16	time	time	NOUN
fuelectenerg-6946	544	17	for	for	ADP
fuelectenerg-6946	544	18	techniques	technique	NOUN
fuelectenerg-6946	544	19	2	2	NUM
fuelectenerg-6946	544	20	,	,	PUNCT
fuelectenerg-6946	544	21	3	3	NUM
fuelectenerg-6946	544	22	and	and	CCONJ
fuelectenerg-6946	544	23	4	4	NUM
fuelectenerg-6946	544	24	,	,	PUNCT
fuelectenerg-6946	544	25	b	b	X
fuelectenerg-6946	544	26	)	)	PUNCT
fuelectenerg-6946	544	27	map	map	NOUN
fuelectenerg-6946	544	28	tasks	task	NOUN
fuelectenerg-6946	544	29	and	and	CCONJ
fuelectenerg-6946	544	30	blocks	block	VERB
fuelectenerg-6946	544	31	distribution	distribution	NOUN
fuelectenerg-6946	544	32	across	across	ADP
fuelectenerg-6946	544	33	the	the	DET
fuelectenerg-6946	544	34	cluster	cluster	NOUN
fuelectenerg-6946	544	35	we	we	PRON
fuelectenerg-6946	544	36	also	also	ADV
fuelectenerg-6946	544	37	evaluated	evaluate	VERB
fuelectenerg-6946	544	38	how	how	SCONJ
fuelectenerg-6946	544	39	the	the	DET
fuelectenerg-6946	544	40	technique	technique	NOUN
fuelectenerg-6946	544	41	4	4	NUM
fuelectenerg-6946	544	42	performs	perform	NOUN
fuelectenerg-6946	544	43	with	with	ADP
fuelectenerg-6946	544	44	variable	variable	ADJ
fuelectenerg-6946	544	45	malicious	malicious	ADJ
fuelectenerg-6946	544	46	level	level	NOUN
fuelectenerg-6946	544	47	of	of	ADP
fuelectenerg-6946	544	48	input	input	NOUN
fuelectenerg-6946	544	49	pcap	pcap	NOUN
fuelectenerg-6946	544	50	file	file	NOUN
fuelectenerg-6946	544	51	and	and	CCONJ
fuelectenerg-6946	544	52	variable	variable	ADJ
fuelectenerg-6946	544	53	file	file	NOUN
fuelectenerg-6946	544	54	size	size	NOUN
fuelectenerg-6946	544	55	,	,	PUNCT
fuelectenerg-6946	544	56	how	how	SCONJ
fuelectenerg-6946	544	57	it	it	PRON
fuelectenerg-6946	544	58	performs	perform	VERB
fuelectenerg-6946	544	59	with	with	ADP
fuelectenerg-6946	544	60	variable	variable	ADJ
fuelectenerg-6946	544	61	number	number	NOUN
fuelectenerg-6946	544	62	of	of	ADP
fuelectenerg-6946	544	63	snort	snort	NOUN
fuelectenerg-6946	544	64	rules	rule	NOUN
fuelectenerg-6946	544	65	in	in	ADP
fuelectenerg-6946	544	66	database	database	NOUN
fuelectenerg-6946	544	67	,	,	PUNCT
fuelectenerg-6946	544	68	and	and	CCONJ
fuelectenerg-6946	544	69	how	how	SCONJ
fuelectenerg-6946	544	70	it	it	PRON
fuelectenerg-6946	544	71	performs	perform	VERB
fuelectenerg-6946	544	72	in	in	ADP
fuelectenerg-6946	544	73	the	the	DET
fuelectenerg-6946	544	74	clusters	cluster	NOUN
fuelectenerg-6946	544	75	with	with	ADP
fuelectenerg-6946	544	76	different	different	ADJ
fuelectenerg-6946	544	77	number	number	NOUN
fuelectenerg-6946	544	78	of	of	ADP
fuelectenerg-6946	544	79	slave	slave	NOUN
fuelectenerg-6946	544	80	nodes	node	NOUN
fuelectenerg-6946	544	81	.	.	PUNCT
fuelectenerg-6946	545	1	the	the	DET
fuelectenerg-6946	545	2	evaluation	evaluation	NOUN
fuelectenerg-6946	545	3	results	result	NOUN
fuelectenerg-6946	545	4	are	be	AUX
fuelectenerg-6946	545	5	given	give	VERB
fuelectenerg-6946	545	6	in	in	ADP
fuelectenerg-6946	545	7	fig	fig	NOUN
fuelectenerg-6946	545	8	.	.	PUNCT
fuelectenerg-6946	546	1	10	10	NUM
fuelectenerg-6946	546	2	.	.	PUNCT
fuelectenerg-6946	547	1	for	for	ADP
fuelectenerg-6946	547	2	better	well	ADJ
fuelectenerg-6946	547	3	introspection	introspection	NOUN
fuelectenerg-6946	547	4	,	,	PUNCT
fuelectenerg-6946	547	5	we	we	PRON
fuelectenerg-6946	547	6	used	use	VERB
fuelectenerg-6946	547	7	the	the	DET
fuelectenerg-6946	547	8	same	same	ADJ
fuelectenerg-6946	547	9	parameters	parameter	NOUN
fuelectenerg-6946	547	10	for	for	ADP
fuelectenerg-6946	547	11	the	the	DET
fuelectenerg-6946	547	12	starting	starting	NOUN
fuelectenerg-6946	547	13	points	point	NOUN
fuelectenerg-6946	547	14	of	of	ADP
fuelectenerg-6946	547	15	graphics	graphic	NOUN
fuelectenerg-6946	547	16	in	in	ADP
fuelectenerg-6946	547	17	figs	fig	NOUN
fuelectenerg-6946	547	18	.	.	PUNCT
fuelectenerg-6946	548	1	10	10	NUM
fuelectenerg-6946	548	2	a	a	X
fuelectenerg-6946	548	3	)	)	PUNCT
fuelectenerg-6946	548	4	and	and	CCONJ
fuelectenerg-6946	548	5	b	b	X
fuelectenerg-6946	548	6	)	)	PUNCT
fuelectenerg-6946	548	7	as	as	ADP
fuelectenerg-6946	548	8	in	in	ADP
fuelectenerg-6946	548	9	fig	fig	NOUN
fuelectenerg-6946	548	10	.	.	PUNCT
fuelectenerg-6946	549	1	9	9	NUM
fuelectenerg-6946	549	2	a	a	PRON
fuelectenerg-6946	549	3	):	):	PUNCT
fuelectenerg-6946	549	4	tcq4	tcq4	NOUN
fuelectenerg-6946	549	5	,	,	PUNCT
fuelectenerg-6946	549	6	snort	snort	VERB
fuelectenerg-6946	549	7	database	database	NOUN
fuelectenerg-6946	549	8	with	with	ADP
fuelectenerg-6946	549	9	1000	1000	NUM
fuelectenerg-6946	549	10	rules	rule	NOUN
fuelectenerg-6946	549	11	,	,	PUNCT
fuelectenerg-6946	549	12	input	input	NOUN
fuelectenerg-6946	549	13	file	file	NOUN
fuelectenerg-6946	549	14	size	size	NOUN
fuelectenerg-6946	549	15	1	1	NUM
fuelectenerg-6946	549	16	gb	gb	NOUN
fuelectenerg-6946	549	17	,	,	PUNCT
fuelectenerg-6946	549	18	and	and	CCONJ
fuelectenerg-6946	549	19	low	low	ADJ
fuelectenerg-6946	549	20	pcap	pcap	NOUN
fuelectenerg-6946	549	21	malicious	malicious	ADJ
fuelectenerg-6946	549	22	level	level	NOUN
fuelectenerg-6946	549	23	.	.	PUNCT
fuelectenerg-6946	550	1	figs	fig	NOUN
fuelectenerg-6946	550	2	.	.	PUNCT
fuelectenerg-6946	551	1	10	10	NUM
fuelectenerg-6946	551	2	b	b	NOUN
fuelectenerg-6946	551	3	)	)	PUNCT
fuelectenerg-6946	551	4	,	,	PUNCT
fuelectenerg-6946	551	5	c	c	NOUN
fuelectenerg-6946	551	6	)	)	PUNCT
fuelectenerg-6946	551	7	,	,	PUNCT
fuelectenerg-6946	551	8	and	and	CCONJ
fuelectenerg-6946	551	9	d	d	X
fuelectenerg-6946	551	10	)	)	PUNCT
fuelectenerg-6946	551	11	have	have	VERB
fuelectenerg-6946	551	12	one	one	NUM
fuelectenerg-6946	551	13	common	common	ADJ
fuelectenerg-6946	551	14	point	point	NOUN
fuelectenerg-6946	551	15	,	,	PUNCT
fuelectenerg-6946	551	16	as	as	ADV
fuelectenerg-6946	551	17	well	well	ADV
fuelectenerg-6946	551	18	.	.	PUNCT
fuelectenerg-6946	552	1	from	from	ADP
fuelectenerg-6946	552	2	fig	fig	NOUN
fuelectenerg-6946	552	3	.	.	PUNCT
fuelectenerg-6946	553	1	10	10	NUM
fuelectenerg-6946	553	2	a	a	X
fuelectenerg-6946	553	3	)	)	PUNCT
fuelectenerg-6946	553	4	it	it	PRON
fuelectenerg-6946	553	5	can	can	AUX
fuelectenerg-6946	553	6	be	be	AUX
fuelectenerg-6946	553	7	seen	see	VERB
fuelectenerg-6946	553	8	that	that	SCONJ
fuelectenerg-6946	553	9	the	the	DET
fuelectenerg-6946	553	10	total	total	ADJ
fuelectenerg-6946	553	11	execution	execution	NOUN
fuelectenerg-6946	553	12	time	time	NOUN
fuelectenerg-6946	553	13	strongly	strongly	ADV
fuelectenerg-6946	553	14	depends	depend	VERB
fuelectenerg-6946	553	15	on	on	ADP
fuelectenerg-6946	553	16	the	the	DET
fuelectenerg-6946	553	17	number	number	NOUN
fuelectenerg-6946	553	18	of	of	ADP
fuelectenerg-6946	553	19	malicious	malicious	ADJ
fuelectenerg-6946	553	20	attempts	attempt	NOUN
fuelectenerg-6946	553	21	in	in	ADP
fuelectenerg-6946	553	22	the	the	DET
fuelectenerg-6946	553	23	network	network	NOUN
fuelectenerg-6946	553	24	traffic	traffic	NOUN
fuelectenerg-6946	553	25	flow	flow	NOUN
fuelectenerg-6946	553	26	.	.	PUNCT
fuelectenerg-6946	554	1	in	in	ADP
fuelectenerg-6946	554	2	this	this	DET
fuelectenerg-6946	554	3	case	case	NOUN
fuelectenerg-6946	554	4	the	the	DET
fuelectenerg-6946	554	5	total	total	ADJ
fuelectenerg-6946	554	6	execution	execution	NOUN
fuelectenerg-6946	554	7	time	time	NOUN
fuelectenerg-6946	554	8	differs	differ	VERB
fuelectenerg-6946	554	9	for	for	ADP
fuelectenerg-6946	554	10	18	18	NUM
fuelectenerg-6946	554	11	%	%	NOUN
fuelectenerg-6946	554	12	(	(	PUNCT
fuelectenerg-6946	554	13	202	202	NUM
fuelectenerg-6946	554	14	vs.	vs.	ADP
fuelectenerg-6946	554	15	170	170	NUM
fuelectenerg-6946	554	16	in	in	ADP
fuelectenerg-6946	554	17	fig	fig	NOUN
fuelectenerg-6946	554	18	.	.	PUNCT
fuelectenerg-6946	555	1	10a	10a	NOUN
fuelectenerg-6946	555	2	)	)	PUNCT
fuelectenerg-6946	555	3	.	.	PUNCT
fuelectenerg-6946	556	1	this	this	PRON
fuelectenerg-6946	556	2	is	be	AUX
fuelectenerg-6946	556	3	not	not	PART
fuelectenerg-6946	556	4	a	a	DET
fuelectenerg-6946	556	5	consequence	consequence	NOUN
fuelectenerg-6946	556	6	of	of	ADP
fuelectenerg-6946	556	7	the	the	DET
fuelectenerg-6946	556	8	choice	choice	NOUN
fuelectenerg-6946	556	9	of	of	ADP
fuelectenerg-6946	556	10	pattern	pattern	NOUN
fuelectenerg-6946	556	11	search	search	NOUN
fuelectenerg-6946	556	12	algorithm	algorithm	NOUN
fuelectenerg-6946	556	13	,	,	PUNCT
fuelectenerg-6946	556	14	but	but	CCONJ
fuelectenerg-6946	556	15	252	252	NUM
fuelectenerg-6946	556	16	v.	v.	ADP
fuelectenerg-6946	556	17	ćirić	ćirić	NOUN
fuelectenerg-6946	556	18	,	,	PUNCT
fuelectenerg-6946	556	19	d.	d.	PROPN
fuelectenerg-6946	556	20	cvetković	cvetković	PROPN
fuelectenerg-6946	556	21	,	,	PUNCT
fuelectenerg-6946	556	22	n.	n.	PROPN
fuelectenerg-6946	556	23	gavrilović	gavrilović	PROPN
fuelectenerg-6946	556	24	,	,	PUNCT
fuelectenerg-6946	556	25	n.	n.	PROPN
fuelectenerg-6946	556	26	stojanović	stojanović	PROPN
fuelectenerg-6946	556	27	,	,	PUNCT
fuelectenerg-6946	556	28	i.	i.	PROPN
fuelectenerg-6946	556	29	milentijević	milentijević	PROPN
fuelectenerg-6946	556	30	input	input	PROPN
fuelectenerg-6946	556	31	splits	split	VERB
fuelectenerg-6946	556	32	design	design	NOUN
fuelectenerg-6946	556	33	techniques	technique	NOUN
fuelectenerg-6946	556	34	for	for	ADP
fuelectenerg-6946	556	35	ids	id	NOUN
fuelectenerg-6946	556	36	on	on	ADP
fuelectenerg-6946	556	37	hadoop	hadoop	NOUN
fuelectenerg-6946	556	38	cluster	cluster	NOUN
fuelectenerg-6946	556	39	253252	253252	NUM
fuelectenerg-6946	556	40	v.	v.	CCONJ
fuelectenerg-6946	556	41	ćirić	ćirić	PROPN
fuelectenerg-6946	556	42	,	,	PUNCT
fuelectenerg-6946	556	43	d.	d.	PROPN
fuelectenerg-6946	556	44	cvetković	cvetković	PROPN
fuelectenerg-6946	556	45	,	,	PUNCT
fuelectenerg-6946	556	46	n.	n.	PROPN
fuelectenerg-6946	556	47	gavrilović	gavrilović	PROPN
fuelectenerg-6946	556	48	,	,	PUNCT
fuelectenerg-6946	556	49	n.	n.	PROPN
fuelectenerg-6946	556	50	stojanović	stojanović	PROPN
fuelectenerg-6946	556	51	,	,	PUNCT
fuelectenerg-6946	556	52	i.	i.	PROPN
fuelectenerg-6946	556	53	milentijević	milentijević	PROPN
fuelectenerg-6946	556	54	input	input	PROPN
fuelectenerg-6946	556	55	splits	split	VERB
fuelectenerg-6946	556	56	design	design	NOUN
fuelectenerg-6946	556	57	techniques	technique	NOUN
fuelectenerg-6946	556	58	for	for	ADP
fuelectenerg-6946	556	59	ids	id	NOUN
fuelectenerg-6946	556	60	on	on	ADP
fuelectenerg-6946	556	61	hadoop	hadoop	NOUN
fuelectenerg-6946	556	62	cluster	cluster	NOUN
fuelectenerg-6946	556	63	253	253	NUM
fuelectenerg-6946	556	64	16	16	NUM
fuelectenerg-6946	556	65	v.ciric	v.ciric	NOUN
fuelectenerg-6946	556	66	et	et	PROPN
fuelectenerg-6946	557	1	al	al	PROPN
fuelectenerg-6946	557	2	.	.	PROPN
fuelectenerg-6946	557	3	low	low	PROPN
fuelectenerg-6946	557	4	medium	medium	PROPN
fuelectenerg-6946	557	5	high	high	ADJ
fuelectenerg-6946	557	6	100	100	NUM
fuelectenerg-6946	557	7	200	200	NUM
fuelectenerg-6946	557	8	300	300	NUM
fuelectenerg-6946	557	9	170	170	NUM
fuelectenerg-6946	557	10	182	182	NUM
fuelectenerg-6946	557	11	202	202	NUM
fuelectenerg-6946	557	12	a	a	DET
fuelectenerg-6946	557	13	)	)	PUNCT
fuelectenerg-6946	557	14	malicious	malicious	ADJ
fuelectenerg-6946	557	15	level	level	NOUN
fuelectenerg-6946	557	16	of	of	ADP
fuelectenerg-6946	557	17	pcap	pcap	NOUN
fuelectenerg-6946	557	18	to	to	ADP
fuelectenerg-6946	557	19	ta	ta	PROPN
fuelectenerg-6946	557	20	l	l	NOUN
fuelectenerg-6946	557	21	ex	ex	X
fuelectenerg-6946	557	22	ec	ec	PROPN
fuelectenerg-6946	557	23	u	u	NOUN
fuelectenerg-6946	557	24	ti	ti	PROPN
fuelectenerg-6946	557	25	on	on	ADP
fuelectenerg-6946	557	26	ti	ti	NOUN
fuelectenerg-6946	557	27	m	m	NOUN
fuelectenerg-6946	557	28	e	e	NOUN
fuelectenerg-6946	558	1	[	[	X
fuelectenerg-6946	558	2	s	s	X
fuelectenerg-6946	558	3	]	]	X
fuelectenerg-6946	558	4	f=1gb;sr=1000	f=1gb;sr=1000	ADJ
fuelectenerg-6946	558	5	1	1	NUM
fuelectenerg-6946	558	6	2	2	NUM
fuelectenerg-6946	558	7	3	3	NUM
fuelectenerg-6946	558	8	4	4	NUM
fuelectenerg-6946	558	9	5	5	NUM
fuelectenerg-6946	558	10	100	100	NUM
fuelectenerg-6946	558	11	200	200	NUM
fuelectenerg-6946	558	12	300	300	NUM
fuelectenerg-6946	558	13	170	170	NUM
fuelectenerg-6946	558	14	182	182	NUM
fuelectenerg-6946	558	15	230	230	NUM
fuelectenerg-6946	558	16	280	280	NUM
fuelectenerg-6946	558	17	335	335	NUM
fuelectenerg-6946	558	18	b	b	NOUN
fuelectenerg-6946	558	19	)	)	PUNCT
fuelectenerg-6946	558	20	input	input	NOUN
fuelectenerg-6946	558	21	pcap	pcap	NOUN
fuelectenerg-6946	558	22	file	file	NOUN
fuelectenerg-6946	558	23	size	size	NOUN
fuelectenerg-6946	558	24	[	[	X
fuelectenerg-6946	558	25	gb	gb	X
fuelectenerg-6946	558	26	]	]	PUNCT
fuelectenerg-6946	558	27	to	to	ADP
fuelectenerg-6946	558	28	ta	ta	PROPN
fuelectenerg-6946	558	29	l	l	NOUN
fuelectenerg-6946	558	30	ex	ex	X
fuelectenerg-6946	559	1	ec	ec	PROPN
fuelectenerg-6946	559	2	u	u	NOUN
fuelectenerg-6946	559	3	ti	ti	PROPN
fuelectenerg-6946	559	4	on	on	ADP
fuelectenerg-6946	559	5	ti	ti	NOUN
fuelectenerg-6946	559	6	m	m	NOUN
fuelectenerg-6946	559	7	e	e	NOUN
fuelectenerg-6946	560	1	[	[	X
fuelectenerg-6946	560	2	s	s	X
fuelectenerg-6946	560	3	]	]	X
fuelectenerg-6946	560	4	m	m	NOUN
fuelectenerg-6946	560	5	=	=	ADJ
fuelectenerg-6946	560	6	low;sr=1000	low;sr=1000	VERB
fuelectenerg-6946	560	7	200	200	NUM
fuelectenerg-6946	560	8	400	400	NUM
fuelectenerg-6946	560	9	600	600	NUM
fuelectenerg-6946	560	10	800	800	NUM
fuelectenerg-6946	560	11	1000	1000	NUM
fuelectenerg-6946	560	12	100	100	NUM
fuelectenerg-6946	560	13	200	200	NUM
fuelectenerg-6946	560	14	300	300	NUM
fuelectenerg-6946	560	15	127	127	NUM
fuelectenerg-6946	560	16	158	158	NUM
fuelectenerg-6946	560	17	190	190	NUM
fuelectenerg-6946	560	18	255	255	NUM
fuelectenerg-6946	560	19	335	335	NUM
fuelectenerg-6946	560	20	c	c	NOUN
fuelectenerg-6946	560	21	)	)	PUNCT
fuelectenerg-6946	560	22	the	the	DET
fuelectenerg-6946	560	23	number	number	NOUN
fuelectenerg-6946	560	24	of	of	ADP
fuelectenerg-6946	560	25	snort	snort	NOUN
fuelectenerg-6946	560	26	rules	rule	NOUN
fuelectenerg-6946	560	27	to	to	ADP
fuelectenerg-6946	560	28	ta	ta	ADP
fuelectenerg-6946	560	29	l	l	NOUN
fuelectenerg-6946	560	30	ex	ex	X
fuelectenerg-6946	561	1	ec	ec	PROPN
fuelectenerg-6946	561	2	u	u	NOUN
fuelectenerg-6946	561	3	ti	ti	PROPN
fuelectenerg-6946	561	4	on	on	ADP
fuelectenerg-6946	561	5	ti	ti	NOUN
fuelectenerg-6946	561	6	m	m	NOUN
fuelectenerg-6946	561	7	e	e	NOUN
fuelectenerg-6946	562	1	[	[	X
fuelectenerg-6946	562	2	s	s	X
fuelectenerg-6946	562	3	]	]	X
fuelectenerg-6946	562	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	562	5	=	=	NOUN
fuelectenerg-6946	562	6	low	low	ADJ
fuelectenerg-6946	562	7	5	5	NUM
fuelectenerg-6946	562	8	9	9	NUM
fuelectenerg-6946	562	9	13	13	NUM
fuelectenerg-6946	562	10	17	17	NUM
fuelectenerg-6946	562	11	200	200	NUM
fuelectenerg-6946	562	12	400	400	NUM
fuelectenerg-6946	562	13	600	600	NUM
fuelectenerg-6946	562	14	800	800	NUM
fuelectenerg-6946	562	15	807	807	NUM
fuelectenerg-6946	562	16	461	461	NUM
fuelectenerg-6946	562	17	343	343	NUM
fuelectenerg-6946	562	18	335	335	NUM
fuelectenerg-6946	562	19	d	d	NOUN
fuelectenerg-6946	562	20	)	)	PUNCT
fuelectenerg-6946	562	21	the	the	DET
fuelectenerg-6946	562	22	number	number	NOUN
fuelectenerg-6946	562	23	of	of	ADP
fuelectenerg-6946	562	24	slave	slave	NOUN
fuelectenerg-6946	562	25	nodes	node	NOUN
fuelectenerg-6946	562	26	to	to	ADP
fuelectenerg-6946	562	27	ta	ta	PART
fuelectenerg-6946	562	28	l	l	NOUN
fuelectenerg-6946	562	29	ex	ex	X
fuelectenerg-6946	563	1	ec	ec	PROPN
fuelectenerg-6946	563	2	u	u	NOUN
fuelectenerg-6946	563	3	ti	ti	PROPN
fuelectenerg-6946	563	4	on	on	ADP
fuelectenerg-6946	563	5	ti	ti	NOUN
fuelectenerg-6946	563	6	m	m	NOUN
fuelectenerg-6946	563	7	e	e	NOUN
fuelectenerg-6946	564	1	[	[	X
fuelectenerg-6946	564	2	s	s	X
fuelectenerg-6946	564	3	]	]	X
fuelectenerg-6946	564	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	564	5	=	=	SYM
fuelectenerg-6946	564	6	low	low	ADJ
fuelectenerg-6946	564	7	fig	fig	NOUN
fuelectenerg-6946	564	8	.	.	PUNCT
fuelectenerg-6946	565	1	10	10	NUM
fuelectenerg-6946	565	2	:	:	PUNCT
fuelectenerg-6946	565	3	evaluation	evaluation	NOUN
fuelectenerg-6946	565	4	of	of	ADP
fuelectenerg-6946	565	5	the	the	DET
fuelectenerg-6946	565	6	tcq4	tcq4	NOUN
fuelectenerg-6946	565	7	with	with	ADP
fuelectenerg-6946	565	8	variable	variable	ADJ
fuelectenerg-6946	565	9	parameters	parameter	NOUN
fuelectenerg-6946	565	10	:	:	PUNCT
fuelectenerg-6946	565	11	a	a	X
fuelectenerg-6946	565	12	)	)	PUNCT
fuelectenerg-6946	565	13	variable	variable	ADJ
fuelectenerg-6946	565	14	number	number	NOUN
fuelectenerg-6946	565	15	of	of	ADP
fuelectenerg-6946	565	16	malicious	malicious	ADJ
fuelectenerg-6946	565	17	packets	packet	NOUN
fuelectenerg-6946	565	18	in	in	ADP
fuelectenerg-6946	565	19	pcap	pcap	NOUN
fuelectenerg-6946	565	20	,	,	PUNCT
fuelectenerg-6946	565	21	b	b	NOUN
fuelectenerg-6946	565	22	)	)	PUNCT
fuelectenerg-6946	565	23	variable	variable	ADJ
fuelectenerg-6946	565	24	input	input	NOUN
fuelectenerg-6946	565	25	pcap	pcap	NOUN
fuelectenerg-6946	565	26	file	file	NOUN
fuelectenerg-6946	565	27	size	size	NOUN
fuelectenerg-6946	565	28	,	,	PUNCT
fuelectenerg-6946	565	29	c	c	NOUN
fuelectenerg-6946	565	30	)	)	PUNCT
fuelectenerg-6946	565	31	variable	variable	ADJ
fuelectenerg-6946	565	32	number	number	NOUN
fuelectenerg-6946	565	33	of	of	ADP
fuelectenerg-6946	565	34	snort	snort	NOUN
fuelectenerg-6946	565	35	rules	rule	NOUN
fuelectenerg-6946	565	36	,	,	PUNCT
fuelectenerg-6946	565	37	d	d	X
fuelectenerg-6946	565	38	)	)	PUNCT
fuelectenerg-6946	565	39	variable	variable	ADJ
fuelectenerg-6946	565	40	size	size	NOUN
fuelectenerg-6946	565	41	of	of	ADP
fuelectenerg-6946	565	42	the	the	DET
fuelectenerg-6946	565	43	cluster	cluster	NOUN
fuelectenerg-6946	565	44	.	.	PUNCT
fuelectenerg-6946	566	1	rather	rather	ADV
fuelectenerg-6946	566	2	the	the	DET
fuelectenerg-6946	566	3	consequence	consequence	NOUN
fuelectenerg-6946	566	4	of	of	ADP
fuelectenerg-6946	566	5	snort	snort	NOUN
fuelectenerg-6946	566	6	rules	rule	NOUN
fuelectenerg-6946	566	7	database	database	NOUN
fuelectenerg-6946	566	8	structure	structure	NOUN
fuelectenerg-6946	566	9	.	.	PUNCT
fuelectenerg-6946	567	1	the	the	DET
fuelectenerg-6946	567	2	used	use	VERB
fuelectenerg-6946	567	3	myers	myers	PROPN
fuelectenerg-6946	567	4	algorithm	algorithm	PROPN
fuelectenerg-6946	567	5	has	have	VERB
fuelectenerg-6946	567	6	a	a	DET
fuelectenerg-6946	567	7	stabile	stabile	ADJ
fuelectenerg-6946	567	8	execution	execution	NOUN
fuelectenerg-6946	567	9	time	time	NOUN
fuelectenerg-6946	567	10	which	which	PRON
fuelectenerg-6946	567	11	is	be	AUX
fuelectenerg-6946	567	12	not	not	PART
fuelectenerg-6946	567	13	affected	affect	VERB
fuelectenerg-6946	567	14	by	by	ADP
fuelectenerg-6946	567	15	the	the	DET
fuelectenerg-6946	567	16	contents	content	NOUN
fuelectenerg-6946	567	17	of	of	ADP
fuelectenerg-6946	567	18	neither	neither	CCONJ
fuelectenerg-6946	567	19	text	text	NOUN
fuelectenerg-6946	567	20	nor	nor	CCONJ
fuelectenerg-6946	567	21	pattern	pattern	NOUN
fuelectenerg-6946	567	22	[	[	X
fuelectenerg-6946	567	23	12	12	NUM
fuelectenerg-6946	567	24	]	]	PUNCT
fuelectenerg-6946	567	25	.	.	PUNCT
fuelectenerg-6946	568	1	the	the	DET
fuelectenerg-6946	568	2	snort	snort	NOUN
fuelectenerg-6946	568	3	database	database	NOUN
fuelectenerg-6946	568	4	is	be	AUX
fuelectenerg-6946	568	5	hierarchically	hierarchically	ADV
fuelectenerg-6946	568	6	organized	organize	VERB
fuelectenerg-6946	568	7	,	,	PUNCT
fuelectenerg-6946	568	8	having	have	VERB
fuelectenerg-6946	568	9	rules	rule	NOUN
fuelectenerg-6946	568	10	categorized	categorize	VERB
fuelectenerg-6946	568	11	in	in	ADP
fuelectenerg-6946	568	12	levels	level	NOUN
fuelectenerg-6946	568	13	from	from	ADP
fuelectenerg-6946	568	14	general	general	ADJ
fuelectenerg-6946	568	15	to	to	ADP
fuelectenerg-6946	568	16	specific	specific	ADJ
fuelectenerg-6946	568	17	.	.	PUNCT
fuelectenerg-6946	569	1	for	for	ADP
fuelectenerg-6946	569	2	example	example	NOUN
fuelectenerg-6946	569	3	,	,	PUNCT
fuelectenerg-6946	569	4	if	if	SCONJ
fuelectenerg-6946	569	5	the	the	DET
fuelectenerg-6946	569	6	protocol	protocol	NOUN
fuelectenerg-6946	569	7	is	be	AUX
fuelectenerg-6946	569	8	not	not	PART
fuelectenerg-6946	569	9	http	http	ADJ
fuelectenerg-6946	569	10	,	,	PUNCT
fuelectenerg-6946	569	11	the	the	DET
fuelectenerg-6946	569	12	sql	sql	NOUN
fuelectenerg-6946	569	13	injection	injection	NOUN
fuelectenerg-6946	569	14	rules	rule	NOUN
fuelectenerg-6946	569	15	are	be	AUX
fuelectenerg-6946	569	16	not	not	PART
fuelectenerg-6946	569	17	going	go	VERB
fuelectenerg-6946	569	18	to	to	PART
fuelectenerg-6946	569	19	be	be	AUX
fuelectenerg-6946	569	20	examined	examine	VERB
fuelectenerg-6946	569	21	.	.	PUNCT
fuelectenerg-6946	570	1	thus	thus	ADV
fuelectenerg-6946	570	2	,	,	PUNCT
fuelectenerg-6946	570	3	for	for	ADP
fuelectenerg-6946	570	4	the	the	DET
fuelectenerg-6946	570	5	low	low	ADJ
fuelectenerg-6946	570	6	malicious	malicious	ADJ
fuelectenerg-6946	570	7	pcap	pcap	NOUN
fuelectenerg-6946	570	8	a	a	DET
fuelectenerg-6946	570	9	lot	lot	NOUN
fuelectenerg-6946	570	10	of	of	ADP
fuelectenerg-6946	570	11	packets	packet	NOUN
fuelectenerg-6946	570	12	are	be	AUX
fuelectenerg-6946	570	13	simply	simply	ADV
fuelectenerg-6946	570	14	skipped	skip	VERB
fuelectenerg-6946	570	15	after	after	SCONJ
fuelectenerg-6946	570	16	ports	port	NOUN
fuelectenerg-6946	570	17	and	and	CCONJ
fuelectenerg-6946	570	18	protocols	protocol	NOUN
fuelectenerg-6946	570	19	check	check	VERB
fuelectenerg-6946	570	20	,	,	PUNCT
fuelectenerg-6946	570	21	and	and	CCONJ
fuelectenerg-6946	570	22	the	the	DET
fuelectenerg-6946	570	23	myers	myers	PROPN
fuelectenerg-6946	570	24	search	search	NOUN
fuelectenerg-6946	570	25	algorithm	algorithm	NOUN
fuelectenerg-6946	570	26	is	be	AUX
fuelectenerg-6946	570	27	not	not	PART
fuelectenerg-6946	570	28	started	start	VERB
fuelectenerg-6946	570	29	for	for	ADP
fuelectenerg-6946	570	30	them	they	PRON
fuelectenerg-6946	570	31	.	.	PUNCT
fuelectenerg-6946	571	1	if	if	SCONJ
fuelectenerg-6946	571	2	the	the	DET
fuelectenerg-6946	571	3	monitored	monitored	ADJ
fuelectenerg-6946	571	4	traffic	traffic	NOUN
fuelectenerg-6946	571	5	contains	contain	VERB
fuelectenerg-6946	571	6	a	a	DET
fuelectenerg-6946	571	7	lot	lot	NOUN
fuelectenerg-6946	571	8	of	of	ADP
fuelectenerg-6946	571	9	packets	packet	NOUN
fuelectenerg-6946	571	10	that	that	PRON
fuelectenerg-6946	571	11	fall	fall	VERB
fuelectenerg-6946	571	12	into	into	ADP
fuelectenerg-6946	571	13	”	"	PUNCT
fuelectenerg-6946	571	14	suspicious	suspicious	ADJ
fuelectenerg-6946	571	15	”	"	PUNCT
fuelectenerg-6946	571	16	category	category	NOUN
fuelectenerg-6946	571	17	,	,	PUNCT
fuelectenerg-6946	571	18	one	one	NUM
fuelectenerg-6946	571	19	or	or	CCONJ
fuelectenerg-6946	571	20	more	more	ADV
fuelectenerg-6946	571	21	additional	additional	ADJ
fuelectenerg-6946	571	22	pattern	pattern	NOUN
fuelectenerg-6946	571	23	searches	search	NOUN
fuelectenerg-6946	571	24	are	be	AUX
fuelectenerg-6946	571	25	going	go	VERB
fuelectenerg-6946	571	26	to	to	PART
fuelectenerg-6946	571	27	be	be	AUX
fuelectenerg-6946	571	28	performed	perform	VERB
fuelectenerg-6946	571	29	,	,	PUNCT
fuelectenerg-6946	571	30	depending	depend	VERB
fuelectenerg-6946	571	31	on	on	ADP
fuelectenerg-6946	571	32	the	the	DET
fuelectenerg-6946	571	33	number	number	NOUN
fuelectenerg-6946	571	34	of	of	ADP
fuelectenerg-6946	571	35	specific	specific	ADJ
fuelectenerg-6946	571	36	rules	rule	NOUN
fuelectenerg-6946	571	37	bound	bind	VERB
fuelectenerg-6946	571	38	to	to	PART
fuelectenerg-6946	571	39	matched	match	VERB
fuelectenerg-6946	571	40	general	general	ADJ
fuelectenerg-6946	571	41	rule	rule	NOUN
fuelectenerg-6946	571	42	.	.	PUNCT
fuelectenerg-6946	572	1	this	this	PRON
fuelectenerg-6946	572	2	directly	directly	ADV
fuelectenerg-6946	572	3	reflects	reflect	VERB
fuelectenerg-6946	572	4	the	the	DET
fuelectenerg-6946	572	5	results	result	NOUN
fuelectenerg-6946	572	6	from	from	ADP
fuelectenerg-6946	572	7	fig	fig	NOUN
fuelectenerg-6946	572	8	.	.	PUNCT
fuelectenerg-6946	573	1	10a	10a	NOUN
fuelectenerg-6946	573	2	.	.	PUNCT
fuelectenerg-6946	574	1	let	let	VERB
fuelectenerg-6946	574	2	us	we	PRON
fuelectenerg-6946	574	3	note	note	VERB
fuelectenerg-6946	574	4	that	that	SCONJ
fuelectenerg-6946	574	5	ids	id	VERB
fuelectenerg-6946	574	6	process	process	NOUN
fuelectenerg-6946	574	7	in	in	ADP
fuelectenerg-6946	574	8	general	general	ADJ
fuelectenerg-6946	574	9	can	can	AUX
fuelectenerg-6946	574	10	be	be	AUX
fuelectenerg-6946	574	11	strongly	strongly	ADV
fuelectenerg-6946	574	12	affected	affect	VERB
fuelectenerg-6946	574	13	with	with	ADP
fuelectenerg-6946	574	14	the	the	DET
fuelectenerg-6946	574	15	choice	choice	NOUN
fuelectenerg-6946	574	16	of	of	ADP
fuelectenerg-6946	574	17	the	the	DET
fuelectenerg-6946	574	18	pattern	pattern	NOUN
fuelectenerg-6946	574	19	search	search	NOUN
fuelectenerg-6946	574	20	algorithm	algorithm	NOUN
fuelectenerg-6946	574	21	,	,	PUNCT
fuelectenerg-6946	574	22	as	as	ADV
fuelectenerg-6946	574	23	well	well	ADV
fuelectenerg-6946	574	24	as	as	ADP
fuelectenerg-6946	574	25	with	with	ADP
fuelectenerg-6946	574	26	the	the	DET
fuelectenerg-6946	574	27	specifics	specific	NOUN
fuelectenerg-6946	574	28	of	of	ADP
fuelectenerg-6946	574	29	254	254	NUM
fuelectenerg-6946	574	30	v.	v.	ADP
fuelectenerg-6946	574	31	ćirić	ćirić	NOUN
fuelectenerg-6946	574	32	,	,	PUNCT
fuelectenerg-6946	574	33	d.	d.	PROPN
fuelectenerg-6946	574	34	cvetković	cvetković	PROPN
fuelectenerg-6946	574	35	,	,	PUNCT
fuelectenerg-6946	574	36	n.	n.	PROPN
fuelectenerg-6946	574	37	gavrilović	gavrilović	PROPN
fuelectenerg-6946	574	38	,	,	PUNCT
fuelectenerg-6946	574	39	n.	n.	PROPN
fuelectenerg-6946	574	40	stojanović	stojanović	PROPN
fuelectenerg-6946	574	41	,	,	PUNCT
fuelectenerg-6946	574	42	i.	i.	PROPN
fuelectenerg-6946	574	43	milentijević	milentijević	PROPN
fuelectenerg-6946	574	44	input	input	PROPN
fuelectenerg-6946	574	45	splits	split	VERB
fuelectenerg-6946	574	46	design	design	NOUN
fuelectenerg-6946	574	47	techniques	technique	NOUN
fuelectenerg-6946	574	48	for	for	ADP
fuelectenerg-6946	574	49	ids	id	NOUN
fuelectenerg-6946	574	50	on	on	ADP
fuelectenerg-6946	574	51	hadoop	hadoop	NOUN
fuelectenerg-6946	574	52	cluster	cluster	NOUN
fuelectenerg-6946	574	53	255254	255254	NUM
fuelectenerg-6946	574	54	v.	v.	ADP
fuelectenerg-6946	574	55	ćirić	ćirić	PROPN
fuelectenerg-6946	574	56	,	,	PUNCT
fuelectenerg-6946	574	57	d.	d.	PROPN
fuelectenerg-6946	574	58	cvetković	cvetković	PROPN
fuelectenerg-6946	574	59	,	,	PUNCT
fuelectenerg-6946	574	60	n.	n.	PROPN
fuelectenerg-6946	574	61	gavrilović	gavrilović	PROPN
fuelectenerg-6946	574	62	,	,	PUNCT
fuelectenerg-6946	574	63	n.	n.	PROPN
fuelectenerg-6946	574	64	stojanović	stojanović	PROPN
fuelectenerg-6946	574	65	,	,	PUNCT
fuelectenerg-6946	574	66	i.	i.	PROPN
fuelectenerg-6946	574	67	milentijević	milentijević	PROPN
fuelectenerg-6946	574	68	input	input	PROPN
fuelectenerg-6946	574	69	splits	split	VERB
fuelectenerg-6946	574	70	design	design	NOUN
fuelectenerg-6946	574	71	techniques	technique	NOUN
fuelectenerg-6946	574	72	for	for	ADP
fuelectenerg-6946	574	73	ids	id	NOUN
fuelectenerg-6946	574	74	on	on	ADP
fuelectenerg-6946	574	75	hadoop	hadoop	NOUN
fuelectenerg-6946	574	76	cluster	cluster	NOUN
fuelectenerg-6946	574	77	255	255	NUM
fuelectenerg-6946	574	78	16	16	NUM
fuelectenerg-6946	574	79	v.ciric	v.ciric	NOUN
fuelectenerg-6946	574	80	et	et	PROPN
fuelectenerg-6946	574	81	al	al	PROPN
fuelectenerg-6946	574	82	.	.	PROPN
fuelectenerg-6946	575	1	low	low	PROPN
fuelectenerg-6946	575	2	medium	medium	PROPN
fuelectenerg-6946	575	3	high	high	ADJ
fuelectenerg-6946	575	4	100	100	NUM
fuelectenerg-6946	575	5	200	200	NUM
fuelectenerg-6946	575	6	300	300	NUM
fuelectenerg-6946	575	7	170	170	NUM
fuelectenerg-6946	575	8	182	182	NUM
fuelectenerg-6946	575	9	202	202	NUM
fuelectenerg-6946	575	10	a	a	PRON
fuelectenerg-6946	575	11	)	)	PUNCT
fuelectenerg-6946	575	12	malicious	malicious	ADJ
fuelectenerg-6946	575	13	level	level	NOUN
fuelectenerg-6946	575	14	of	of	ADP
fuelectenerg-6946	575	15	pcap	pcap	NOUN
fuelectenerg-6946	575	16	to	to	ADP
fuelectenerg-6946	575	17	ta	ta	PROPN
fuelectenerg-6946	575	18	l	l	NOUN
fuelectenerg-6946	575	19	ex	ex	X
fuelectenerg-6946	575	20	ec	ec	PROPN
fuelectenerg-6946	575	21	u	u	NOUN
fuelectenerg-6946	575	22	ti	ti	PROPN
fuelectenerg-6946	575	23	on	on	ADP
fuelectenerg-6946	575	24	ti	ti	NOUN
fuelectenerg-6946	575	25	m	m	NOUN
fuelectenerg-6946	575	26	e	e	NOUN
fuelectenerg-6946	576	1	[	[	X
fuelectenerg-6946	576	2	s	s	X
fuelectenerg-6946	576	3	]	]	X
fuelectenerg-6946	576	4	f=1gb;sr=1000	f=1gb;sr=1000	ADJ
fuelectenerg-6946	576	5	1	1	NUM
fuelectenerg-6946	576	6	2	2	NUM
fuelectenerg-6946	576	7	3	3	NUM
fuelectenerg-6946	576	8	4	4	NUM
fuelectenerg-6946	576	9	5	5	NUM
fuelectenerg-6946	576	10	100	100	NUM
fuelectenerg-6946	576	11	200	200	NUM
fuelectenerg-6946	576	12	300	300	NUM
fuelectenerg-6946	576	13	170	170	NUM
fuelectenerg-6946	576	14	182	182	NUM
fuelectenerg-6946	576	15	230	230	NUM
fuelectenerg-6946	576	16	280	280	NUM
fuelectenerg-6946	576	17	335	335	NUM
fuelectenerg-6946	576	18	b	b	NOUN
fuelectenerg-6946	576	19	)	)	PUNCT
fuelectenerg-6946	576	20	input	input	NOUN
fuelectenerg-6946	576	21	pcap	pcap	NOUN
fuelectenerg-6946	576	22	file	file	NOUN
fuelectenerg-6946	576	23	size	size	NOUN
fuelectenerg-6946	576	24	[	[	X
fuelectenerg-6946	576	25	gb	gb	X
fuelectenerg-6946	576	26	]	]	PUNCT
fuelectenerg-6946	576	27	to	to	ADP
fuelectenerg-6946	576	28	ta	ta	PROPN
fuelectenerg-6946	576	29	l	l	NOUN
fuelectenerg-6946	576	30	ex	ex	X
fuelectenerg-6946	577	1	ec	ec	PROPN
fuelectenerg-6946	577	2	u	u	NOUN
fuelectenerg-6946	577	3	ti	ti	PROPN
fuelectenerg-6946	577	4	on	on	ADP
fuelectenerg-6946	577	5	ti	ti	NOUN
fuelectenerg-6946	577	6	m	m	NOUN
fuelectenerg-6946	577	7	e	e	NOUN
fuelectenerg-6946	578	1	[	[	X
fuelectenerg-6946	578	2	s	s	X
fuelectenerg-6946	578	3	]	]	X
fuelectenerg-6946	578	4	m	m	NOUN
fuelectenerg-6946	578	5	=	=	ADJ
fuelectenerg-6946	578	6	low;sr=1000	low;sr=1000	VERB
fuelectenerg-6946	578	7	200	200	NUM
fuelectenerg-6946	578	8	400	400	NUM
fuelectenerg-6946	578	9	600	600	NUM
fuelectenerg-6946	578	10	800	800	NUM
fuelectenerg-6946	578	11	1000	1000	NUM
fuelectenerg-6946	578	12	100	100	NUM
fuelectenerg-6946	578	13	200	200	NUM
fuelectenerg-6946	578	14	300	300	NUM
fuelectenerg-6946	578	15	127	127	NUM
fuelectenerg-6946	578	16	158	158	NUM
fuelectenerg-6946	578	17	190	190	NUM
fuelectenerg-6946	578	18	255	255	NUM
fuelectenerg-6946	578	19	335	335	NUM
fuelectenerg-6946	578	20	c	c	NOUN
fuelectenerg-6946	578	21	)	)	PUNCT
fuelectenerg-6946	578	22	the	the	DET
fuelectenerg-6946	578	23	number	number	NOUN
fuelectenerg-6946	578	24	of	of	ADP
fuelectenerg-6946	578	25	snort	snort	NOUN
fuelectenerg-6946	578	26	rules	rule	NOUN
fuelectenerg-6946	578	27	to	to	ADP
fuelectenerg-6946	578	28	ta	ta	ADP
fuelectenerg-6946	578	29	l	l	NOUN
fuelectenerg-6946	578	30	ex	ex	X
fuelectenerg-6946	579	1	ec	ec	PROPN
fuelectenerg-6946	579	2	u	u	NOUN
fuelectenerg-6946	579	3	ti	ti	PROPN
fuelectenerg-6946	579	4	on	on	ADP
fuelectenerg-6946	579	5	ti	ti	NOUN
fuelectenerg-6946	579	6	m	m	NOUN
fuelectenerg-6946	579	7	e	e	NOUN
fuelectenerg-6946	580	1	[	[	X
fuelectenerg-6946	580	2	s	s	X
fuelectenerg-6946	580	3	]	]	X
fuelectenerg-6946	580	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	580	5	=	=	NOUN
fuelectenerg-6946	580	6	low	low	ADJ
fuelectenerg-6946	580	7	5	5	NUM
fuelectenerg-6946	580	8	9	9	NUM
fuelectenerg-6946	580	9	13	13	NUM
fuelectenerg-6946	580	10	17	17	NUM
fuelectenerg-6946	580	11	200	200	NUM
fuelectenerg-6946	580	12	400	400	NUM
fuelectenerg-6946	580	13	600	600	NUM
fuelectenerg-6946	580	14	800	800	NUM
fuelectenerg-6946	580	15	807	807	NUM
fuelectenerg-6946	580	16	461	461	NUM
fuelectenerg-6946	580	17	343	343	NUM
fuelectenerg-6946	580	18	335	335	NUM
fuelectenerg-6946	580	19	d	d	NOUN
fuelectenerg-6946	580	20	)	)	PUNCT
fuelectenerg-6946	580	21	the	the	DET
fuelectenerg-6946	580	22	number	number	NOUN
fuelectenerg-6946	580	23	of	of	ADP
fuelectenerg-6946	580	24	slave	slave	NOUN
fuelectenerg-6946	580	25	nodes	node	NOUN
fuelectenerg-6946	580	26	to	to	ADP
fuelectenerg-6946	580	27	ta	ta	PART
fuelectenerg-6946	580	28	l	l	NOUN
fuelectenerg-6946	580	29	ex	ex	X
fuelectenerg-6946	581	1	ec	ec	PROPN
fuelectenerg-6946	581	2	u	u	NOUN
fuelectenerg-6946	581	3	ti	ti	PROPN
fuelectenerg-6946	581	4	on	on	ADP
fuelectenerg-6946	581	5	ti	ti	NOUN
fuelectenerg-6946	581	6	m	m	NOUN
fuelectenerg-6946	581	7	e	e	NOUN
fuelectenerg-6946	582	1	[	[	X
fuelectenerg-6946	582	2	s	s	X
fuelectenerg-6946	582	3	]	]	X
fuelectenerg-6946	582	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	582	5	=	=	SYM
fuelectenerg-6946	582	6	low	low	ADJ
fuelectenerg-6946	582	7	fig	fig	NOUN
fuelectenerg-6946	582	8	.	.	PUNCT
fuelectenerg-6946	583	1	10	10	NUM
fuelectenerg-6946	583	2	:	:	PUNCT
fuelectenerg-6946	583	3	evaluation	evaluation	NOUN
fuelectenerg-6946	583	4	of	of	ADP
fuelectenerg-6946	583	5	the	the	DET
fuelectenerg-6946	583	6	tcq4	tcq4	NOUN
fuelectenerg-6946	583	7	with	with	ADP
fuelectenerg-6946	583	8	variable	variable	ADJ
fuelectenerg-6946	583	9	parameters	parameter	NOUN
fuelectenerg-6946	583	10	:	:	PUNCT
fuelectenerg-6946	583	11	a	a	X
fuelectenerg-6946	583	12	)	)	PUNCT
fuelectenerg-6946	583	13	variable	variable	ADJ
fuelectenerg-6946	583	14	number	number	NOUN
fuelectenerg-6946	583	15	of	of	ADP
fuelectenerg-6946	583	16	malicious	malicious	ADJ
fuelectenerg-6946	583	17	packets	packet	NOUN
fuelectenerg-6946	583	18	in	in	ADP
fuelectenerg-6946	583	19	pcap	pcap	NOUN
fuelectenerg-6946	583	20	,	,	PUNCT
fuelectenerg-6946	583	21	b	b	NOUN
fuelectenerg-6946	583	22	)	)	PUNCT
fuelectenerg-6946	583	23	variable	variable	ADJ
fuelectenerg-6946	583	24	input	input	NOUN
fuelectenerg-6946	583	25	pcap	pcap	NOUN
fuelectenerg-6946	583	26	file	file	NOUN
fuelectenerg-6946	583	27	size	size	NOUN
fuelectenerg-6946	583	28	,	,	PUNCT
fuelectenerg-6946	583	29	c	c	NOUN
fuelectenerg-6946	583	30	)	)	PUNCT
fuelectenerg-6946	583	31	variable	variable	ADJ
fuelectenerg-6946	583	32	number	number	NOUN
fuelectenerg-6946	583	33	of	of	ADP
fuelectenerg-6946	583	34	snort	snort	NOUN
fuelectenerg-6946	583	35	rules	rule	NOUN
fuelectenerg-6946	583	36	,	,	PUNCT
fuelectenerg-6946	583	37	d	d	X
fuelectenerg-6946	583	38	)	)	PUNCT
fuelectenerg-6946	583	39	variable	variable	ADJ
fuelectenerg-6946	583	40	size	size	NOUN
fuelectenerg-6946	583	41	of	of	ADP
fuelectenerg-6946	583	42	the	the	DET
fuelectenerg-6946	583	43	cluster	cluster	NOUN
fuelectenerg-6946	583	44	.	.	PUNCT
fuelectenerg-6946	584	1	rather	rather	ADV
fuelectenerg-6946	584	2	the	the	DET
fuelectenerg-6946	584	3	consequence	consequence	NOUN
fuelectenerg-6946	584	4	of	of	ADP
fuelectenerg-6946	584	5	snort	snort	NOUN
fuelectenerg-6946	584	6	rules	rule	NOUN
fuelectenerg-6946	584	7	database	database	NOUN
fuelectenerg-6946	584	8	structure	structure	NOUN
fuelectenerg-6946	584	9	.	.	PUNCT
fuelectenerg-6946	585	1	the	the	DET
fuelectenerg-6946	585	2	used	use	VERB
fuelectenerg-6946	585	3	myers	myers	PROPN
fuelectenerg-6946	585	4	algorithm	algorithm	PROPN
fuelectenerg-6946	585	5	has	have	VERB
fuelectenerg-6946	585	6	a	a	DET
fuelectenerg-6946	585	7	stabile	stabile	ADJ
fuelectenerg-6946	585	8	execution	execution	NOUN
fuelectenerg-6946	585	9	time	time	NOUN
fuelectenerg-6946	585	10	which	which	PRON
fuelectenerg-6946	585	11	is	be	AUX
fuelectenerg-6946	585	12	not	not	PART
fuelectenerg-6946	585	13	affected	affect	VERB
fuelectenerg-6946	585	14	by	by	ADP
fuelectenerg-6946	585	15	the	the	DET
fuelectenerg-6946	585	16	contents	content	NOUN
fuelectenerg-6946	585	17	of	of	ADP
fuelectenerg-6946	585	18	neither	neither	CCONJ
fuelectenerg-6946	585	19	text	text	NOUN
fuelectenerg-6946	585	20	nor	nor	CCONJ
fuelectenerg-6946	585	21	pattern	pattern	NOUN
fuelectenerg-6946	585	22	[	[	X
fuelectenerg-6946	585	23	12	12	NUM
fuelectenerg-6946	585	24	]	]	PUNCT
fuelectenerg-6946	585	25	.	.	PUNCT
fuelectenerg-6946	586	1	the	the	DET
fuelectenerg-6946	586	2	snort	snort	NOUN
fuelectenerg-6946	586	3	database	database	NOUN
fuelectenerg-6946	586	4	is	be	AUX
fuelectenerg-6946	586	5	hierarchically	hierarchically	ADV
fuelectenerg-6946	586	6	organized	organize	VERB
fuelectenerg-6946	586	7	,	,	PUNCT
fuelectenerg-6946	586	8	having	have	VERB
fuelectenerg-6946	586	9	rules	rule	NOUN
fuelectenerg-6946	586	10	categorized	categorize	VERB
fuelectenerg-6946	586	11	in	in	ADP
fuelectenerg-6946	586	12	levels	level	NOUN
fuelectenerg-6946	586	13	from	from	ADP
fuelectenerg-6946	586	14	general	general	ADJ
fuelectenerg-6946	586	15	to	to	ADP
fuelectenerg-6946	586	16	specific	specific	ADJ
fuelectenerg-6946	586	17	.	.	PUNCT
fuelectenerg-6946	587	1	for	for	ADP
fuelectenerg-6946	587	2	example	example	NOUN
fuelectenerg-6946	587	3	,	,	PUNCT
fuelectenerg-6946	587	4	if	if	SCONJ
fuelectenerg-6946	587	5	the	the	DET
fuelectenerg-6946	587	6	protocol	protocol	NOUN
fuelectenerg-6946	587	7	is	be	AUX
fuelectenerg-6946	587	8	not	not	PART
fuelectenerg-6946	587	9	http	http	ADJ
fuelectenerg-6946	587	10	,	,	PUNCT
fuelectenerg-6946	587	11	the	the	DET
fuelectenerg-6946	587	12	sql	sql	NOUN
fuelectenerg-6946	587	13	injection	injection	NOUN
fuelectenerg-6946	587	14	rules	rule	NOUN
fuelectenerg-6946	587	15	are	be	AUX
fuelectenerg-6946	587	16	not	not	PART
fuelectenerg-6946	587	17	going	go	VERB
fuelectenerg-6946	587	18	to	to	PART
fuelectenerg-6946	587	19	be	be	AUX
fuelectenerg-6946	587	20	examined	examine	VERB
fuelectenerg-6946	587	21	.	.	PUNCT
fuelectenerg-6946	588	1	thus	thus	ADV
fuelectenerg-6946	588	2	,	,	PUNCT
fuelectenerg-6946	588	3	for	for	ADP
fuelectenerg-6946	588	4	the	the	DET
fuelectenerg-6946	588	5	low	low	ADJ
fuelectenerg-6946	588	6	malicious	malicious	ADJ
fuelectenerg-6946	588	7	pcap	pcap	NOUN
fuelectenerg-6946	588	8	a	a	DET
fuelectenerg-6946	588	9	lot	lot	NOUN
fuelectenerg-6946	588	10	of	of	ADP
fuelectenerg-6946	588	11	packets	packet	NOUN
fuelectenerg-6946	588	12	are	be	AUX
fuelectenerg-6946	588	13	simply	simply	ADV
fuelectenerg-6946	588	14	skipped	skip	VERB
fuelectenerg-6946	588	15	after	after	SCONJ
fuelectenerg-6946	588	16	ports	port	NOUN
fuelectenerg-6946	588	17	and	and	CCONJ
fuelectenerg-6946	588	18	protocols	protocol	NOUN
fuelectenerg-6946	588	19	check	check	VERB
fuelectenerg-6946	588	20	,	,	PUNCT
fuelectenerg-6946	588	21	and	and	CCONJ
fuelectenerg-6946	588	22	the	the	DET
fuelectenerg-6946	588	23	myers	myers	PROPN
fuelectenerg-6946	588	24	search	search	NOUN
fuelectenerg-6946	588	25	algorithm	algorithm	NOUN
fuelectenerg-6946	588	26	is	be	AUX
fuelectenerg-6946	588	27	not	not	PART
fuelectenerg-6946	588	28	started	start	VERB
fuelectenerg-6946	588	29	for	for	ADP
fuelectenerg-6946	588	30	them	they	PRON
fuelectenerg-6946	588	31	.	.	PUNCT
fuelectenerg-6946	589	1	if	if	SCONJ
fuelectenerg-6946	589	2	the	the	DET
fuelectenerg-6946	589	3	monitored	monitored	ADJ
fuelectenerg-6946	589	4	traffic	traffic	NOUN
fuelectenerg-6946	589	5	contains	contain	VERB
fuelectenerg-6946	589	6	a	a	DET
fuelectenerg-6946	589	7	lot	lot	NOUN
fuelectenerg-6946	589	8	of	of	ADP
fuelectenerg-6946	589	9	packets	packet	NOUN
fuelectenerg-6946	589	10	that	that	PRON
fuelectenerg-6946	589	11	fall	fall	VERB
fuelectenerg-6946	589	12	into	into	ADP
fuelectenerg-6946	589	13	”	"	PUNCT
fuelectenerg-6946	589	14	suspicious	suspicious	ADJ
fuelectenerg-6946	589	15	”	"	PUNCT
fuelectenerg-6946	589	16	category	category	NOUN
fuelectenerg-6946	589	17	,	,	PUNCT
fuelectenerg-6946	589	18	one	one	NUM
fuelectenerg-6946	589	19	or	or	CCONJ
fuelectenerg-6946	589	20	more	more	ADV
fuelectenerg-6946	589	21	additional	additional	ADJ
fuelectenerg-6946	589	22	pattern	pattern	NOUN
fuelectenerg-6946	589	23	searches	search	NOUN
fuelectenerg-6946	589	24	are	be	AUX
fuelectenerg-6946	589	25	going	go	VERB
fuelectenerg-6946	589	26	to	to	PART
fuelectenerg-6946	589	27	be	be	AUX
fuelectenerg-6946	589	28	performed	perform	VERB
fuelectenerg-6946	589	29	,	,	PUNCT
fuelectenerg-6946	589	30	depending	depend	VERB
fuelectenerg-6946	589	31	on	on	ADP
fuelectenerg-6946	589	32	the	the	DET
fuelectenerg-6946	589	33	number	number	NOUN
fuelectenerg-6946	589	34	of	of	ADP
fuelectenerg-6946	589	35	specific	specific	ADJ
fuelectenerg-6946	589	36	rules	rule	NOUN
fuelectenerg-6946	589	37	bound	bind	VERB
fuelectenerg-6946	589	38	to	to	PART
fuelectenerg-6946	589	39	matched	match	VERB
fuelectenerg-6946	589	40	general	general	ADJ
fuelectenerg-6946	589	41	rule	rule	NOUN
fuelectenerg-6946	589	42	.	.	PUNCT
fuelectenerg-6946	590	1	this	this	PRON
fuelectenerg-6946	590	2	directly	directly	ADV
fuelectenerg-6946	590	3	reflects	reflect	VERB
fuelectenerg-6946	590	4	the	the	DET
fuelectenerg-6946	590	5	results	result	NOUN
fuelectenerg-6946	590	6	from	from	ADP
fuelectenerg-6946	590	7	fig	fig	NOUN
fuelectenerg-6946	590	8	.	.	PUNCT
fuelectenerg-6946	591	1	10a	10a	NOUN
fuelectenerg-6946	591	2	.	.	PUNCT
fuelectenerg-6946	592	1	let	let	VERB
fuelectenerg-6946	592	2	us	we	PRON
fuelectenerg-6946	592	3	note	note	VERB
fuelectenerg-6946	592	4	that	that	SCONJ
fuelectenerg-6946	592	5	ids	id	VERB
fuelectenerg-6946	592	6	process	process	NOUN
fuelectenerg-6946	592	7	in	in	ADP
fuelectenerg-6946	592	8	general	general	ADJ
fuelectenerg-6946	592	9	can	can	AUX
fuelectenerg-6946	592	10	be	be	AUX
fuelectenerg-6946	592	11	strongly	strongly	ADV
fuelectenerg-6946	592	12	affected	affect	VERB
fuelectenerg-6946	592	13	with	with	ADP
fuelectenerg-6946	592	14	the	the	DET
fuelectenerg-6946	592	15	choice	choice	NOUN
fuelectenerg-6946	592	16	of	of	ADP
fuelectenerg-6946	592	17	the	the	DET
fuelectenerg-6946	592	18	pattern	pattern	NOUN
fuelectenerg-6946	592	19	search	search	NOUN
fuelectenerg-6946	592	20	algorithm	algorithm	NOUN
fuelectenerg-6946	592	21	,	,	PUNCT
fuelectenerg-6946	592	22	as	as	ADV
fuelectenerg-6946	592	23	well	well	ADV
fuelectenerg-6946	592	24	as	as	ADP
fuelectenerg-6946	592	25	with	with	ADP
fuelectenerg-6946	592	26	the	the	DET
fuelectenerg-6946	592	27	specifics	specific	NOUN
fuelectenerg-6946	592	28	of	of	ADP
fuelectenerg-6946	592	29	254	254	NUM
fuelectenerg-6946	592	30	v.	v.	ADP
fuelectenerg-6946	592	31	ćirić	ćirić	NOUN
fuelectenerg-6946	592	32	,	,	PUNCT
fuelectenerg-6946	592	33	d.	d.	PROPN
fuelectenerg-6946	592	34	cvetković	cvetković	PROPN
fuelectenerg-6946	592	35	,	,	PUNCT
fuelectenerg-6946	592	36	n.	n.	PROPN
fuelectenerg-6946	592	37	gavrilović	gavrilović	PROPN
fuelectenerg-6946	592	38	,	,	PUNCT
fuelectenerg-6946	592	39	n.	n.	PROPN
fuelectenerg-6946	592	40	stojanović	stojanović	PROPN
fuelectenerg-6946	592	41	,	,	PUNCT
fuelectenerg-6946	592	42	i.	i.	PROPN
fuelectenerg-6946	592	43	milentijević	milentijević	PROPN
fuelectenerg-6946	592	44	input	input	PROPN
fuelectenerg-6946	592	45	splits	split	VERB
fuelectenerg-6946	592	46	design	design	NOUN
fuelectenerg-6946	592	47	techniques	technique	NOUN
fuelectenerg-6946	592	48	for	for	ADP
fuelectenerg-6946	592	49	ids	id	NOUN
fuelectenerg-6946	592	50	on	on	ADP
fuelectenerg-6946	592	51	hadoop	hadoop	NOUN
fuelectenerg-6946	592	52	cluster	cluster	NOUN
fuelectenerg-6946	592	53	255	255	NUM
fuelectenerg-6946	592	54	16	16	NUM
fuelectenerg-6946	592	55	v.ciric	v.ciric	NOUN
fuelectenerg-6946	592	56	et	et	PROPN
fuelectenerg-6946	593	1	al	al	PROPN
fuelectenerg-6946	593	2	.	.	PROPN
fuelectenerg-6946	593	3	low	low	PROPN
fuelectenerg-6946	593	4	medium	medium	PROPN
fuelectenerg-6946	593	5	high	high	ADJ
fuelectenerg-6946	593	6	100	100	NUM
fuelectenerg-6946	593	7	200	200	NUM
fuelectenerg-6946	593	8	300	300	NUM
fuelectenerg-6946	593	9	170	170	NUM
fuelectenerg-6946	593	10	182	182	NUM
fuelectenerg-6946	593	11	202	202	NUM
fuelectenerg-6946	593	12	a	a	DET
fuelectenerg-6946	593	13	)	)	PUNCT
fuelectenerg-6946	593	14	malicious	malicious	ADJ
fuelectenerg-6946	593	15	level	level	NOUN
fuelectenerg-6946	593	16	of	of	ADP
fuelectenerg-6946	593	17	pcap	pcap	NOUN
fuelectenerg-6946	593	18	to	to	ADP
fuelectenerg-6946	593	19	ta	ta	PROPN
fuelectenerg-6946	593	20	l	l	NOUN
fuelectenerg-6946	593	21	ex	ex	X
fuelectenerg-6946	593	22	ec	ec	PROPN
fuelectenerg-6946	593	23	u	u	NOUN
fuelectenerg-6946	593	24	ti	ti	PROPN
fuelectenerg-6946	593	25	on	on	ADP
fuelectenerg-6946	593	26	ti	ti	NOUN
fuelectenerg-6946	593	27	m	m	NOUN
fuelectenerg-6946	593	28	e	e	NOUN
fuelectenerg-6946	594	1	[	[	X
fuelectenerg-6946	594	2	s	s	X
fuelectenerg-6946	594	3	]	]	X
fuelectenerg-6946	594	4	f=1gb;sr=1000	f=1gb;sr=1000	ADJ
fuelectenerg-6946	594	5	1	1	NUM
fuelectenerg-6946	594	6	2	2	NUM
fuelectenerg-6946	594	7	3	3	NUM
fuelectenerg-6946	594	8	4	4	NUM
fuelectenerg-6946	594	9	5	5	NUM
fuelectenerg-6946	594	10	100	100	NUM
fuelectenerg-6946	594	11	200	200	NUM
fuelectenerg-6946	594	12	300	300	NUM
fuelectenerg-6946	594	13	170	170	NUM
fuelectenerg-6946	594	14	182	182	NUM
fuelectenerg-6946	594	15	230	230	NUM
fuelectenerg-6946	594	16	280	280	NUM
fuelectenerg-6946	594	17	335	335	NUM
fuelectenerg-6946	594	18	b	b	NOUN
fuelectenerg-6946	594	19	)	)	PUNCT
fuelectenerg-6946	594	20	input	input	NOUN
fuelectenerg-6946	594	21	pcap	pcap	NOUN
fuelectenerg-6946	594	22	file	file	NOUN
fuelectenerg-6946	594	23	size	size	NOUN
fuelectenerg-6946	594	24	[	[	X
fuelectenerg-6946	594	25	gb	gb	X
fuelectenerg-6946	594	26	]	]	PUNCT
fuelectenerg-6946	594	27	to	to	ADP
fuelectenerg-6946	594	28	ta	ta	PROPN
fuelectenerg-6946	594	29	l	l	NOUN
fuelectenerg-6946	594	30	ex	ex	X
fuelectenerg-6946	595	1	ec	ec	PROPN
fuelectenerg-6946	595	2	u	u	NOUN
fuelectenerg-6946	595	3	ti	ti	PROPN
fuelectenerg-6946	595	4	on	on	ADP
fuelectenerg-6946	595	5	ti	ti	NOUN
fuelectenerg-6946	595	6	m	m	NOUN
fuelectenerg-6946	595	7	e	e	NOUN
fuelectenerg-6946	596	1	[	[	X
fuelectenerg-6946	596	2	s	s	X
fuelectenerg-6946	596	3	]	]	X
fuelectenerg-6946	596	4	m	m	NOUN
fuelectenerg-6946	596	5	=	=	ADJ
fuelectenerg-6946	596	6	low;sr=1000	low;sr=1000	VERB
fuelectenerg-6946	596	7	200	200	NUM
fuelectenerg-6946	596	8	400	400	NUM
fuelectenerg-6946	596	9	600	600	NUM
fuelectenerg-6946	596	10	800	800	NUM
fuelectenerg-6946	596	11	1000	1000	NUM
fuelectenerg-6946	596	12	100	100	NUM
fuelectenerg-6946	596	13	200	200	NUM
fuelectenerg-6946	596	14	300	300	NUM
fuelectenerg-6946	596	15	127	127	NUM
fuelectenerg-6946	596	16	158	158	NUM
fuelectenerg-6946	596	17	190	190	NUM
fuelectenerg-6946	596	18	255	255	NUM
fuelectenerg-6946	596	19	335	335	NUM
fuelectenerg-6946	596	20	c	c	NOUN
fuelectenerg-6946	596	21	)	)	PUNCT
fuelectenerg-6946	596	22	the	the	DET
fuelectenerg-6946	596	23	number	number	NOUN
fuelectenerg-6946	596	24	of	of	ADP
fuelectenerg-6946	596	25	snort	snort	NOUN
fuelectenerg-6946	596	26	rules	rule	NOUN
fuelectenerg-6946	596	27	to	to	ADP
fuelectenerg-6946	596	28	ta	ta	ADP
fuelectenerg-6946	596	29	l	l	NOUN
fuelectenerg-6946	596	30	ex	ex	X
fuelectenerg-6946	597	1	ec	ec	PROPN
fuelectenerg-6946	597	2	u	u	NOUN
fuelectenerg-6946	597	3	ti	ti	PROPN
fuelectenerg-6946	597	4	on	on	ADP
fuelectenerg-6946	597	5	ti	ti	NOUN
fuelectenerg-6946	597	6	m	m	NOUN
fuelectenerg-6946	597	7	e	e	NOUN
fuelectenerg-6946	598	1	[	[	X
fuelectenerg-6946	598	2	s	s	X
fuelectenerg-6946	598	3	]	]	X
fuelectenerg-6946	598	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	598	5	=	=	NOUN
fuelectenerg-6946	598	6	low	low	ADJ
fuelectenerg-6946	598	7	5	5	NUM
fuelectenerg-6946	598	8	9	9	NUM
fuelectenerg-6946	598	9	13	13	NUM
fuelectenerg-6946	598	10	17	17	NUM
fuelectenerg-6946	598	11	200	200	NUM
fuelectenerg-6946	598	12	400	400	NUM
fuelectenerg-6946	598	13	600	600	NUM
fuelectenerg-6946	598	14	800	800	NUM
fuelectenerg-6946	598	15	807	807	NUM
fuelectenerg-6946	598	16	461	461	NUM
fuelectenerg-6946	598	17	343	343	NUM
fuelectenerg-6946	598	18	335	335	NUM
fuelectenerg-6946	598	19	d	d	NOUN
fuelectenerg-6946	598	20	)	)	PUNCT
fuelectenerg-6946	598	21	the	the	DET
fuelectenerg-6946	598	22	number	number	NOUN
fuelectenerg-6946	598	23	of	of	ADP
fuelectenerg-6946	598	24	slave	slave	NOUN
fuelectenerg-6946	598	25	nodes	node	NOUN
fuelectenerg-6946	598	26	to	to	ADP
fuelectenerg-6946	598	27	ta	ta	PART
fuelectenerg-6946	598	28	l	l	NOUN
fuelectenerg-6946	598	29	ex	ex	X
fuelectenerg-6946	599	1	ec	ec	PROPN
fuelectenerg-6946	599	2	u	u	NOUN
fuelectenerg-6946	599	3	ti	ti	PROPN
fuelectenerg-6946	599	4	on	on	ADP
fuelectenerg-6946	599	5	ti	ti	NOUN
fuelectenerg-6946	599	6	m	m	NOUN
fuelectenerg-6946	599	7	e	e	NOUN
fuelectenerg-6946	600	1	[	[	X
fuelectenerg-6946	600	2	s	s	X
fuelectenerg-6946	600	3	]	]	X
fuelectenerg-6946	600	4	f=5gb;m	f=5gb;m	NOUN
fuelectenerg-6946	600	5	=	=	SYM
fuelectenerg-6946	600	6	low	low	ADJ
fuelectenerg-6946	600	7	fig	fig	NOUN
fuelectenerg-6946	600	8	.	.	PUNCT
fuelectenerg-6946	601	1	10	10	NUM
fuelectenerg-6946	601	2	:	:	PUNCT
fuelectenerg-6946	601	3	evaluation	evaluation	NOUN
fuelectenerg-6946	601	4	of	of	ADP
fuelectenerg-6946	601	5	the	the	DET
fuelectenerg-6946	601	6	tcq4	tcq4	NOUN
fuelectenerg-6946	601	7	with	with	ADP
fuelectenerg-6946	601	8	variable	variable	ADJ
fuelectenerg-6946	601	9	parameters	parameter	NOUN
fuelectenerg-6946	601	10	:	:	PUNCT
fuelectenerg-6946	601	11	a	a	X
fuelectenerg-6946	601	12	)	)	PUNCT
fuelectenerg-6946	601	13	variable	variable	ADJ
fuelectenerg-6946	601	14	number	number	NOUN
fuelectenerg-6946	601	15	of	of	ADP
fuelectenerg-6946	601	16	malicious	malicious	ADJ
fuelectenerg-6946	601	17	packets	packet	NOUN
fuelectenerg-6946	601	18	in	in	ADP
fuelectenerg-6946	601	19	pcap	pcap	NOUN
fuelectenerg-6946	601	20	,	,	PUNCT
fuelectenerg-6946	601	21	b	b	NOUN
fuelectenerg-6946	601	22	)	)	PUNCT
fuelectenerg-6946	601	23	variable	variable	ADJ
fuelectenerg-6946	601	24	input	input	NOUN
fuelectenerg-6946	601	25	pcap	pcap	NOUN
fuelectenerg-6946	601	26	file	file	NOUN
fuelectenerg-6946	601	27	size	size	NOUN
fuelectenerg-6946	601	28	,	,	PUNCT
fuelectenerg-6946	601	29	c	c	NOUN
fuelectenerg-6946	601	30	)	)	PUNCT
fuelectenerg-6946	601	31	variable	variable	ADJ
fuelectenerg-6946	601	32	number	number	NOUN
fuelectenerg-6946	601	33	of	of	ADP
fuelectenerg-6946	601	34	snort	snort	NOUN
fuelectenerg-6946	601	35	rules	rule	NOUN
fuelectenerg-6946	601	36	,	,	PUNCT
fuelectenerg-6946	601	37	d	d	X
fuelectenerg-6946	601	38	)	)	PUNCT
fuelectenerg-6946	601	39	variable	variable	ADJ
fuelectenerg-6946	601	40	size	size	NOUN
fuelectenerg-6946	601	41	of	of	ADP
fuelectenerg-6946	601	42	the	the	DET
fuelectenerg-6946	601	43	cluster	cluster	NOUN
fuelectenerg-6946	601	44	.	.	PUNCT
fuelectenerg-6946	602	1	rather	rather	ADV
fuelectenerg-6946	602	2	the	the	DET
fuelectenerg-6946	602	3	consequence	consequence	NOUN
fuelectenerg-6946	602	4	of	of	ADP
fuelectenerg-6946	602	5	snort	snort	NOUN
fuelectenerg-6946	602	6	rules	rule	NOUN
fuelectenerg-6946	602	7	database	database	NOUN
fuelectenerg-6946	602	8	structure	structure	NOUN
fuelectenerg-6946	602	9	.	.	PUNCT
fuelectenerg-6946	603	1	the	the	DET
fuelectenerg-6946	603	2	used	use	VERB
fuelectenerg-6946	603	3	myers	myers	PROPN
fuelectenerg-6946	603	4	algorithm	algorithm	PROPN
fuelectenerg-6946	603	5	has	have	VERB
fuelectenerg-6946	603	6	a	a	DET
fuelectenerg-6946	603	7	stabile	stabile	ADJ
fuelectenerg-6946	603	8	execution	execution	NOUN
fuelectenerg-6946	603	9	time	time	NOUN
fuelectenerg-6946	603	10	which	which	PRON
fuelectenerg-6946	603	11	is	be	AUX
fuelectenerg-6946	603	12	not	not	PART
fuelectenerg-6946	603	13	affected	affect	VERB
fuelectenerg-6946	603	14	by	by	ADP
fuelectenerg-6946	603	15	the	the	DET
fuelectenerg-6946	603	16	contents	content	NOUN
fuelectenerg-6946	603	17	of	of	ADP
fuelectenerg-6946	603	18	neither	neither	CCONJ
fuelectenerg-6946	603	19	text	text	NOUN
fuelectenerg-6946	603	20	nor	nor	CCONJ
fuelectenerg-6946	603	21	pattern	pattern	NOUN
fuelectenerg-6946	603	22	[	[	X
fuelectenerg-6946	603	23	12	12	NUM
fuelectenerg-6946	603	24	]	]	PUNCT
fuelectenerg-6946	603	25	.	.	PUNCT
fuelectenerg-6946	604	1	the	the	DET
fuelectenerg-6946	604	2	snort	snort	NOUN
fuelectenerg-6946	604	3	database	database	NOUN
fuelectenerg-6946	604	4	is	be	AUX
fuelectenerg-6946	604	5	hierarchically	hierarchically	ADV
fuelectenerg-6946	604	6	organized	organize	VERB
fuelectenerg-6946	604	7	,	,	PUNCT
fuelectenerg-6946	604	8	having	have	VERB
fuelectenerg-6946	604	9	rules	rule	NOUN
fuelectenerg-6946	604	10	categorized	categorize	VERB
fuelectenerg-6946	604	11	in	in	ADP
fuelectenerg-6946	604	12	levels	level	NOUN
fuelectenerg-6946	604	13	from	from	ADP
fuelectenerg-6946	604	14	general	general	ADJ
fuelectenerg-6946	604	15	to	to	ADP
fuelectenerg-6946	604	16	specific	specific	ADJ
fuelectenerg-6946	604	17	.	.	PUNCT
fuelectenerg-6946	605	1	for	for	ADP
fuelectenerg-6946	605	2	example	example	NOUN
fuelectenerg-6946	605	3	,	,	PUNCT
fuelectenerg-6946	605	4	if	if	SCONJ
fuelectenerg-6946	605	5	the	the	DET
fuelectenerg-6946	605	6	protocol	protocol	NOUN
fuelectenerg-6946	605	7	is	be	AUX
fuelectenerg-6946	605	8	not	not	PART
fuelectenerg-6946	605	9	http	http	ADJ
fuelectenerg-6946	605	10	,	,	PUNCT
fuelectenerg-6946	605	11	the	the	DET
fuelectenerg-6946	605	12	sql	sql	NOUN
fuelectenerg-6946	605	13	injection	injection	NOUN
fuelectenerg-6946	605	14	rules	rule	NOUN
fuelectenerg-6946	605	15	are	be	AUX
fuelectenerg-6946	605	16	not	not	PART
fuelectenerg-6946	605	17	going	go	VERB
fuelectenerg-6946	605	18	to	to	PART
fuelectenerg-6946	605	19	be	be	AUX
fuelectenerg-6946	605	20	examined	examine	VERB
fuelectenerg-6946	605	21	.	.	PUNCT
fuelectenerg-6946	606	1	thus	thus	ADV
fuelectenerg-6946	606	2	,	,	PUNCT
fuelectenerg-6946	606	3	for	for	ADP
fuelectenerg-6946	606	4	the	the	DET
fuelectenerg-6946	606	5	low	low	ADJ
fuelectenerg-6946	606	6	malicious	malicious	ADJ
fuelectenerg-6946	606	7	pcap	pcap	NOUN
fuelectenerg-6946	606	8	a	a	DET
fuelectenerg-6946	606	9	lot	lot	NOUN
fuelectenerg-6946	606	10	of	of	ADP
fuelectenerg-6946	606	11	packets	packet	NOUN
fuelectenerg-6946	606	12	are	be	AUX
fuelectenerg-6946	606	13	simply	simply	ADV
fuelectenerg-6946	606	14	skipped	skip	VERB
fuelectenerg-6946	606	15	after	after	SCONJ
fuelectenerg-6946	606	16	ports	port	NOUN
fuelectenerg-6946	606	17	and	and	CCONJ
fuelectenerg-6946	606	18	protocols	protocol	NOUN
fuelectenerg-6946	606	19	check	check	VERB
fuelectenerg-6946	606	20	,	,	PUNCT
fuelectenerg-6946	606	21	and	and	CCONJ
fuelectenerg-6946	606	22	the	the	DET
fuelectenerg-6946	606	23	myers	myers	PROPN
fuelectenerg-6946	606	24	search	search	NOUN
fuelectenerg-6946	606	25	algorithm	algorithm	NOUN
fuelectenerg-6946	606	26	is	be	AUX
fuelectenerg-6946	606	27	not	not	PART
fuelectenerg-6946	606	28	started	start	VERB
fuelectenerg-6946	606	29	for	for	ADP
fuelectenerg-6946	606	30	them	they	PRON
fuelectenerg-6946	606	31	.	.	PUNCT
fuelectenerg-6946	607	1	if	if	SCONJ
fuelectenerg-6946	607	2	the	the	DET
fuelectenerg-6946	607	3	monitored	monitored	ADJ
fuelectenerg-6946	607	4	traffic	traffic	NOUN
fuelectenerg-6946	607	5	contains	contain	VERB
fuelectenerg-6946	607	6	a	a	DET
fuelectenerg-6946	607	7	lot	lot	NOUN
fuelectenerg-6946	607	8	of	of	ADP
fuelectenerg-6946	607	9	packets	packet	NOUN
fuelectenerg-6946	607	10	that	that	PRON
fuelectenerg-6946	607	11	fall	fall	VERB
fuelectenerg-6946	607	12	into	into	ADP
fuelectenerg-6946	607	13	”	"	PUNCT
fuelectenerg-6946	607	14	suspicious	suspicious	ADJ
fuelectenerg-6946	607	15	”	"	PUNCT
fuelectenerg-6946	607	16	category	category	NOUN
fuelectenerg-6946	607	17	,	,	PUNCT
fuelectenerg-6946	607	18	one	one	NUM
fuelectenerg-6946	607	19	or	or	CCONJ
fuelectenerg-6946	607	20	more	more	ADV
fuelectenerg-6946	607	21	additional	additional	ADJ
fuelectenerg-6946	607	22	pattern	pattern	NOUN
fuelectenerg-6946	607	23	searches	search	NOUN
fuelectenerg-6946	607	24	are	be	AUX
fuelectenerg-6946	607	25	going	go	VERB
fuelectenerg-6946	607	26	to	to	PART
fuelectenerg-6946	607	27	be	be	AUX
fuelectenerg-6946	607	28	performed	perform	VERB
fuelectenerg-6946	607	29	,	,	PUNCT
fuelectenerg-6946	607	30	depending	depend	VERB
fuelectenerg-6946	607	31	on	on	ADP
fuelectenerg-6946	607	32	the	the	DET
fuelectenerg-6946	607	33	number	number	NOUN
fuelectenerg-6946	607	34	of	of	ADP
fuelectenerg-6946	607	35	specific	specific	ADJ
fuelectenerg-6946	607	36	rules	rule	NOUN
fuelectenerg-6946	607	37	bound	bind	VERB
fuelectenerg-6946	607	38	to	to	PART
fuelectenerg-6946	607	39	matched	match	VERB
fuelectenerg-6946	607	40	general	general	ADJ
fuelectenerg-6946	607	41	rule	rule	NOUN
fuelectenerg-6946	607	42	.	.	PUNCT
fuelectenerg-6946	608	1	this	this	PRON
fuelectenerg-6946	608	2	directly	directly	ADV
fuelectenerg-6946	608	3	reflects	reflect	VERB
fuelectenerg-6946	608	4	the	the	DET
fuelectenerg-6946	608	5	results	result	NOUN
fuelectenerg-6946	608	6	from	from	ADP
fuelectenerg-6946	608	7	fig	fig	NOUN
fuelectenerg-6946	608	8	.	.	PUNCT
fuelectenerg-6946	609	1	10a	10a	NOUN
fuelectenerg-6946	609	2	.	.	PUNCT
fuelectenerg-6946	610	1	let	let	VERB
fuelectenerg-6946	610	2	us	we	PRON
fuelectenerg-6946	610	3	note	note	VERB
fuelectenerg-6946	610	4	that	that	SCONJ
fuelectenerg-6946	610	5	ids	id	VERB
fuelectenerg-6946	610	6	process	process	NOUN
fuelectenerg-6946	610	7	in	in	ADP
fuelectenerg-6946	610	8	general	general	ADJ
fuelectenerg-6946	610	9	can	can	AUX
fuelectenerg-6946	610	10	be	be	AUX
fuelectenerg-6946	610	11	strongly	strongly	ADV
fuelectenerg-6946	610	12	affected	affect	VERB
fuelectenerg-6946	610	13	with	with	ADP
fuelectenerg-6946	610	14	the	the	DET
fuelectenerg-6946	610	15	choice	choice	NOUN
fuelectenerg-6946	610	16	of	of	ADP
fuelectenerg-6946	610	17	the	the	DET
fuelectenerg-6946	610	18	pattern	pattern	NOUN
fuelectenerg-6946	610	19	search	search	NOUN
fuelectenerg-6946	610	20	algorithm	algorithm	NOUN
fuelectenerg-6946	610	21	,	,	PUNCT
fuelectenerg-6946	610	22	as	as	ADV
fuelectenerg-6946	610	23	well	well	ADV
fuelectenerg-6946	610	24	as	as	ADP
fuelectenerg-6946	610	25	with	with	ADP
fuelectenerg-6946	610	26	the	the	DET
fuelectenerg-6946	610	27	specifics	specific	NOUN
fuelectenerg-6946	610	28	of	of	ADP
fuelectenerg-6946	610	29	input	input	NOUN
fuelectenerg-6946	610	30	splits	split	VERB
fuelectenerg-6946	610	31	design	design	NOUN
fuelectenerg-6946	610	32	techniques	technique	NOUN
fuelectenerg-6946	610	33	for	for	ADP
fuelectenerg-6946	610	34	ids	id	NOUN
fuelectenerg-6946	610	35	on	on	ADP
fuelectenerg-6946	610	36	hadoop	hadoop	NOUN
fuelectenerg-6946	610	37	cluster	cluster	NOUN
fuelectenerg-6946	610	38	17	17	NUM
fuelectenerg-6946	610	39	topology	topology	NOUN
fuelectenerg-6946	610	40	and	and	CCONJ
fuelectenerg-6946	610	41	network	network	NOUN
fuelectenerg-6946	610	42	organization	organization	NOUN
fuelectenerg-6946	610	43	,	,	PUNCT
fuelectenerg-6946	610	44	as	as	ADV
fuelectenerg-6946	610	45	well	well	ADV
fuelectenerg-6946	610	46	.	.	PUNCT
fuelectenerg-6946	611	1	if	if	SCONJ
fuelectenerg-6946	611	2	anomaly	anomaly	NOUN
fuelectenerg-6946	611	3	based	base	VERB
fuelectenerg-6946	611	4	approach	approach	NOUN
fuelectenerg-6946	611	5	is	be	AUX
fuelectenerg-6946	611	6	chosen	choose	VERB
fuelectenerg-6946	611	7	instead	instead	ADV
fuelectenerg-6946	611	8	of	of	ADP
fuelectenerg-6946	611	9	pattern	pattern	NOUN
fuelectenerg-6946	611	10	search	search	NOUN
fuelectenerg-6946	611	11	,	,	PUNCT
fuelectenerg-6946	611	12	the	the	DET
fuelectenerg-6946	611	13	search	search	NOUN
fuelectenerg-6946	611	14	performances	performance	NOUN
fuelectenerg-6946	611	15	can	can	AUX
fuelectenerg-6946	611	16	be	be	AUX
fuelectenerg-6946	611	17	significantly	significantly	ADV
fuelectenerg-6946	611	18	affected	affect	VERB
fuelectenerg-6946	611	19	also	also	ADV
fuelectenerg-6946	611	20	.	.	PUNCT
fuelectenerg-6946	612	1	from	from	ADP
fuelectenerg-6946	612	2	fig	fig	NOUN
fuelectenerg-6946	612	3	.	.	PUNCT
fuelectenerg-6946	613	1	10	10	NUM
fuelectenerg-6946	613	2	b	b	X
fuelectenerg-6946	613	3	)	)	PUNCT
fuelectenerg-6946	613	4	it	it	PRON
fuelectenerg-6946	613	5	can	can	AUX
fuelectenerg-6946	613	6	be	be	AUX
fuelectenerg-6946	613	7	seen	see	VERB
fuelectenerg-6946	613	8	that	that	SCONJ
fuelectenerg-6946	613	9	the	the	DET
fuelectenerg-6946	613	10	total	total	ADJ
fuelectenerg-6946	613	11	execution	execution	NOUN
fuelectenerg-6946	613	12	time	time	NOUN
fuelectenerg-6946	613	13	linearly	linearly	ADV
fuelectenerg-6946	613	14	depends	depend	VERB
fuelectenerg-6946	613	15	on	on	ADP
fuelectenerg-6946	613	16	the	the	DET
fuelectenerg-6946	613	17	size	size	NOUN
fuelectenerg-6946	613	18	of	of	ADP
fuelectenerg-6946	613	19	the	the	DET
fuelectenerg-6946	613	20	input	input	NOUN
fuelectenerg-6946	613	21	files	file	NOUN
fuelectenerg-6946	613	22	.	.	PUNCT
fuelectenerg-6946	614	1	the	the	DET
fuelectenerg-6946	614	2	very	very	ADV
fuelectenerg-6946	614	3	slow	slow	ADJ
fuelectenerg-6946	614	4	growth	growth	NOUN
fuelectenerg-6946	614	5	in	in	ADP
fuelectenerg-6946	614	6	the	the	DET
fuelectenerg-6946	614	7	beginning	beginning	NOUN
fuelectenerg-6946	614	8	of	of	ADP
fuelectenerg-6946	614	9	fig	fig	NOUN
fuelectenerg-6946	614	10	.	.	PUNCT
fuelectenerg-6946	615	1	10b	10b	NOUN
fuelectenerg-6946	615	2	between	between	ADP
fuelectenerg-6946	615	3	execution	execution	NOUN
fuelectenerg-6946	615	4	times	time	NOUN
fuelectenerg-6946	615	5	for	for	ADP
fuelectenerg-6946	615	6	1	1	NUM
fuelectenerg-6946	615	7	gb	gb	NOUN
fuelectenerg-6946	615	8	and	and	CCONJ
fuelectenerg-6946	615	9	2	2	NUM
fuelectenerg-6946	615	10	gb	gb	NOUN
fuelectenerg-6946	615	11	inputs	input	NOUN
fuelectenerg-6946	615	12	is	be	AUX
fuelectenerg-6946	615	13	explained	explain	VERB
fuelectenerg-6946	615	14	by	by	ADP
fuelectenerg-6946	615	15	the	the	DET
fuelectenerg-6946	615	16	fact	fact	NOUN
fuelectenerg-6946	615	17	that	that	SCONJ
fuelectenerg-6946	615	18	the	the	DET
fuelectenerg-6946	615	19	cluster	cluster	NOUN
fuelectenerg-6946	615	20	consists	consist	VERB
fuelectenerg-6946	615	21	of	of	ADP
fuelectenerg-6946	615	22	17	17	NUM
fuelectenerg-6946	615	23	nodes	node	NOUN
fuelectenerg-6946	615	24	,	,	PUNCT
fuelectenerg-6946	615	25	where	where	SCONJ
fuelectenerg-6946	615	26	each	each	DET
fuelectenerg-6946	615	27	node	node	NOUN
fuelectenerg-6946	615	28	can	can	AUX
fuelectenerg-6946	615	29	execute	execute	VERB
fuelectenerg-6946	615	30	2	2	NUM
fuelectenerg-6946	615	31	map	map	NOUN
fuelectenerg-6946	615	32	tasks	task	NOUN
fuelectenerg-6946	615	33	on	on	ADP
fuelectenerg-6946	615	34	two	two	NUM
fuelectenerg-6946	615	35	separate	separate	ADJ
fuelectenerg-6946	615	36	cores	core	NOUN
fuelectenerg-6946	615	37	in	in	ADP
fuelectenerg-6946	615	38	parallel	parallel	NOUN
fuelectenerg-6946	615	39	,	,	PUNCT
fuelectenerg-6946	615	40	giving	give	VERB
fuelectenerg-6946	615	41	the	the	DET
fuelectenerg-6946	615	42	maximum	maximum	NOUN
fuelectenerg-6946	615	43	of	of	ADP
fuelectenerg-6946	615	44	34	34	NUM
fuelectenerg-6946	615	45	simultaneously	simultaneously	ADV
fuelectenerg-6946	615	46	executed	execute	VERB
fuelectenerg-6946	615	47	map	map	NOUN
fuelectenerg-6946	615	48	task	task	NOUN
fuelectenerg-6946	615	49	on	on	ADP
fuelectenerg-6946	615	50	the	the	DET
fuelectenerg-6946	615	51	cluster	cluster	NOUN
fuelectenerg-6946	615	52	.	.	PUNCT
fuelectenerg-6946	616	1	a	a	DET
fuelectenerg-6946	616	2	1	1	NUM
fuelectenerg-6946	616	3	gb	gb	NOUN
fuelectenerg-6946	616	4	file	file	NOUN
fuelectenerg-6946	616	5	is	be	AUX
fuelectenerg-6946	616	6	presented	present	VERB
fuelectenerg-6946	616	7	on	on	ADP
fuelectenerg-6946	616	8	hdfs	hdfs	NOUN
fuelectenerg-6946	616	9	with	with	ADP
fuelectenerg-6946	616	10	16	16	NUM
fuelectenerg-6946	616	11	blocks	block	NOUN
fuelectenerg-6946	616	12	of	of	ADP
fuelectenerg-6946	616	13	64	64	NUM
fuelectenerg-6946	616	14	mb	mb	NOUN
fuelectenerg-6946	616	15	,	,	PUNCT
fuelectenerg-6946	616	16	while	while	SCONJ
fuelectenerg-6946	616	17	a	a	DET
fuelectenerg-6946	616	18	2	2	NUM
fuelectenerg-6946	616	19	gb	gb	NOUN
fuelectenerg-6946	616	20	file	file	NOUN
fuelectenerg-6946	616	21	is	be	AUX
fuelectenerg-6946	616	22	presented	present	VERB
fuelectenerg-6946	616	23	with	with	ADP
fuelectenerg-6946	616	24	32	32	NUM
fuelectenerg-6946	616	25	blocks	block	NOUN
fuelectenerg-6946	616	26	.	.	PUNCT
fuelectenerg-6946	617	1	this	this	PRON
fuelectenerg-6946	617	2	means	mean	VERB
fuelectenerg-6946	617	3	that	that	SCONJ
fuelectenerg-6946	617	4	all	all	DET
fuelectenerg-6946	617	5	necessary	necessary	ADJ
fuelectenerg-6946	617	6	tasks	task	NOUN
fuelectenerg-6946	617	7	can	can	AUX
fuelectenerg-6946	617	8	be	be	AUX
fuelectenerg-6946	617	9	run	run	VERB
fuelectenerg-6946	617	10	at	at	ADP
fuelectenerg-6946	617	11	the	the	DET
fuelectenerg-6946	617	12	same	same	ADJ
fuelectenerg-6946	617	13	time	time	NOUN
fuelectenerg-6946	617	14	for	for	ADP
fuelectenerg-6946	617	15	both	both	DET
fuelectenerg-6946	617	16	1	1	NUM
fuelectenerg-6946	617	17	gb	gb	NOUN
fuelectenerg-6946	617	18	and	and	CCONJ
fuelectenerg-6946	617	19	2	2	NUM
fuelectenerg-6946	617	20	gb	gb	NOUN
fuelectenerg-6946	617	21	files	file	NOUN
fuelectenerg-6946	617	22	.	.	PUNCT
fuelectenerg-6946	618	1	the	the	DET
fuelectenerg-6946	618	2	rise	rise	NOUN
fuelectenerg-6946	618	3	in	in	ADP
fuelectenerg-6946	618	4	the	the	DET
fuelectenerg-6946	618	5	execution	execution	NOUN
fuelectenerg-6946	618	6	time	time	NOUN
fuelectenerg-6946	618	7	between	between	ADP
fuelectenerg-6946	618	8	these	these	DET
fuelectenerg-6946	618	9	two	two	NUM
fuelectenerg-6946	618	10	is	be	AUX
fuelectenerg-6946	618	11	due	due	ADJ
fuelectenerg-6946	618	12	to	to	ADP
fuelectenerg-6946	618	13	the	the	DET
fuelectenerg-6946	618	14	increased	increase	VERB
fuelectenerg-6946	618	15	number	number	NOUN
fuelectenerg-6946	618	16	of	of	ADP
fuelectenerg-6946	618	17	rack	rack	NOUN
fuelectenerg-6946	618	18	local	local	ADJ
fuelectenerg-6946	618	19	tasks	task	NOUN
fuelectenerg-6946	618	20	for	for	ADP
fuelectenerg-6946	618	21	the	the	DET
fuelectenerg-6946	618	22	larger	large	ADJ
fuelectenerg-6946	618	23	file	file	NOUN
fuelectenerg-6946	618	24	.	.	PUNCT
fuelectenerg-6946	619	1	for	for	ADP
fuelectenerg-6946	619	2	larger	large	ADJ
fuelectenerg-6946	619	3	files	file	NOUN
fuelectenerg-6946	619	4	,	,	PUNCT
fuelectenerg-6946	619	5	more	more	ADJ
fuelectenerg-6946	619	6	than	than	ADP
fuelectenerg-6946	619	7	34	34	NUM
fuelectenerg-6946	619	8	map	map	NOUN
fuelectenerg-6946	619	9	tasks	task	NOUN
fuelectenerg-6946	619	10	are	be	AUX
fuelectenerg-6946	619	11	required	require	VERB
fuelectenerg-6946	619	12	for	for	ADP
fuelectenerg-6946	619	13	processing	processing	NOUN
fuelectenerg-6946	619	14	,	,	PUNCT
fuelectenerg-6946	619	15	which	which	PRON
fuelectenerg-6946	619	16	means	mean	VERB
fuelectenerg-6946	619	17	that	that	SCONJ
fuelectenerg-6946	619	18	not	not	PART
fuelectenerg-6946	619	19	all	all	PRON
fuelectenerg-6946	619	20	of	of	ADP
fuelectenerg-6946	619	21	them	they	PRON
fuelectenerg-6946	619	22	can	can	AUX
fuelectenerg-6946	619	23	be	be	AUX
fuelectenerg-6946	619	24	started	start	VERB
fuelectenerg-6946	619	25	immediately	immediately	ADV
fuelectenerg-6946	619	26	,	,	PUNCT
fuelectenerg-6946	619	27	and	and	CCONJ
fuelectenerg-6946	619	28	they	they	PRON
fuelectenerg-6946	619	29	need	need	VERB
fuelectenerg-6946	619	30	to	to	PART
fuelectenerg-6946	619	31	wait	wait	VERB
fuelectenerg-6946	619	32	for	for	SCONJ
fuelectenerg-6946	619	33	the	the	DET
fuelectenerg-6946	619	34	previously	previously	ADV
fuelectenerg-6946	619	35	started	start	VERB
fuelectenerg-6946	619	36	map	map	VERB
fuelectenerg-6946	619	37	tasks	task	NOUN
fuelectenerg-6946	619	38	to	to	PART
fuelectenerg-6946	619	39	finish	finish	VERB
fuelectenerg-6946	619	40	execution	execution	NOUN
fuelectenerg-6946	619	41	.	.	PUNCT
fuelectenerg-6946	620	1	however	however	ADV
fuelectenerg-6946	620	2	,	,	PUNCT
fuelectenerg-6946	620	3	the	the	DET
fuelectenerg-6946	620	4	dependency	dependency	NOUN
fuelectenerg-6946	620	5	once	once	SCONJ
fuelectenerg-6946	620	6	the	the	DET
fuelectenerg-6946	620	7	cluster	cluster	NOUN
fuelectenerg-6946	620	8	boundary	boundary	NOUN
fuelectenerg-6946	620	9	is	be	AUX
fuelectenerg-6946	620	10	reached	reach	VERB
fuelectenerg-6946	620	11	linearly	linearly	ADV
fuelectenerg-6946	620	12	increases	increase	NOUN
fuelectenerg-6946	620	13	(	(	PUNCT
fuelectenerg-6946	620	14	fig	fig	NOUN
fuelectenerg-6946	620	15	.	.	PUNCT
fuelectenerg-6946	620	16	10b	10b	NOUN
fuelectenerg-6946	620	17	)	)	PUNCT
fuelectenerg-6946	620	18	.	.	PUNCT
fuelectenerg-6946	621	1	the	the	DET
fuelectenerg-6946	621	2	total	total	ADJ
fuelectenerg-6946	621	3	processing	processing	NOUN
fuelectenerg-6946	621	4	time	time	NOUN
fuelectenerg-6946	621	5	depends	depend	VERB
fuelectenerg-6946	621	6	linearly	linearly	ADV
fuelectenerg-6946	621	7	on	on	ADP
fuelectenerg-6946	621	8	the	the	DET
fuelectenerg-6946	621	9	number	number	NOUN
fuelectenerg-6946	621	10	of	of	ADP
fuelectenerg-6946	621	11	snort	snort	NOUN
fuelectenerg-6946	621	12	rules	rule	NOUN
fuelectenerg-6946	621	13	(	(	PUNCT
fuelectenerg-6946	621	14	fig	fig	NOUN
fuelectenerg-6946	621	15	.	.	PUNCT
fuelectenerg-6946	621	16	10c	10c	NOUN
fuelectenerg-6946	621	17	)	)	PUNCT
fuelectenerg-6946	621	18	,	,	PUNCT
fuelectenerg-6946	621	19	while	while	SCONJ
fuelectenerg-6946	621	20	it	it	PRON
fuelectenerg-6946	621	21	has	have	VERB
fuelectenerg-6946	621	22	an	an	DET
fuelectenerg-6946	621	23	asymptotic	asymptotic	ADJ
fuelectenerg-6946	621	24	decline	decline	NOUN
fuelectenerg-6946	621	25	depending	depend	VERB
fuelectenerg-6946	621	26	on	on	ADP
fuelectenerg-6946	621	27	the	the	DET
fuelectenerg-6946	621	28	number	number	NOUN
fuelectenerg-6946	621	29	of	of	ADP
fuelectenerg-6946	621	30	nodes	node	NOUN
fuelectenerg-6946	621	31	(	(	PUNCT
fuelectenerg-6946	621	32	fig	fig	NOUN
fuelectenerg-6946	621	33	.	.	PUNCT
fuelectenerg-6946	622	1	10d	10d	NUM
fuelectenerg-6946	622	2	)	)	PUNCT
fuelectenerg-6946	622	3	.	.	PUNCT
fuelectenerg-6946	623	1	it	it	PRON
fuelectenerg-6946	623	2	can	can	AUX
fuelectenerg-6946	623	3	be	be	AUX
fuelectenerg-6946	623	4	noticed	notice	VERB
fuelectenerg-6946	623	5	in	in	ADP
fuelectenerg-6946	623	6	fig	fig	NOUN
fuelectenerg-6946	623	7	.	.	PUNCT
fuelectenerg-6946	624	1	10d	10d	NUM
fuelectenerg-6946	624	2	that	that	SCONJ
fuelectenerg-6946	624	3	for	for	ADP
fuelectenerg-6946	624	4	17	17	NUM
fuelectenerg-6946	624	5	nodes	node	NOUN
fuelectenerg-6946	624	6	the	the	DET
fuelectenerg-6946	624	7	graph	graph	NOUN
fuelectenerg-6946	624	8	enters	enter	VERB
fuelectenerg-6946	624	9	saturation	saturation	NOUN
fuelectenerg-6946	624	10	and	and	CCONJ
fuelectenerg-6946	624	11	the	the	DET
fuelectenerg-6946	624	12	processing	processing	NOUN
fuelectenerg-6946	624	13	speed	speed	NOUN
fuelectenerg-6946	624	14	remains	remain	VERB
fuelectenerg-6946	624	15	slightly	slightly	ADV
fuelectenerg-6946	624	16	under	under	ADP
fuelectenerg-6946	624	17	0.15	0.15	NUM
fuelectenerg-6946	624	18	gb	gb	PROPN
fuelectenerg-6946	624	19	/	/	SYM
fuelectenerg-6946	624	20	sec	sec	PROPN
fuelectenerg-6946	624	21	.	.	PROPN
fuelectenerg-6946	625	1	as	as	SCONJ
fuelectenerg-6946	625	2	the	the	DET
fuelectenerg-6946	625	3	number	number	NOUN
fuelectenerg-6946	625	4	of	of	ADP
fuelectenerg-6946	625	5	nodes	node	NOUN
fuelectenerg-6946	625	6	in	in	ADP
fuelectenerg-6946	625	7	the	the	DET
fuelectenerg-6946	625	8	cluster	cluster	NOUN
fuelectenerg-6946	625	9	grows	grow	VERB
fuelectenerg-6946	625	10	,	,	PUNCT
fuelectenerg-6946	625	11	each	each	PRON
fuelectenerg-6946	625	12	of	of	ADP
fuelectenerg-6946	625	13	them	they	PRON
fuelectenerg-6946	625	14	stores	store	VERB
fuelectenerg-6946	625	15	a	a	DET
fuelectenerg-6946	625	16	smaller	small	ADJ
fuelectenerg-6946	625	17	number	number	NOUN
fuelectenerg-6946	625	18	of	of	ADP
fuelectenerg-6946	625	19	blocks	block	NOUN
fuelectenerg-6946	625	20	on	on	ADP
fuelectenerg-6946	625	21	average	average	ADJ
fuelectenerg-6946	625	22	.	.	PUNCT
fuelectenerg-6946	626	1	this	this	PRON
fuelectenerg-6946	626	2	leads	lead	VERB
fuelectenerg-6946	626	3	to	to	ADP
fuelectenerg-6946	626	4	an	an	DET
fuelectenerg-6946	626	5	increase	increase	NOUN
fuelectenerg-6946	626	6	in	in	ADP
fuelectenerg-6946	626	7	rack	rack	NOUN
fuelectenerg-6946	626	8	local	local	ADJ
fuelectenerg-6946	626	9	tasks	task	NOUN
fuelectenerg-6946	626	10	.	.	PUNCT
fuelectenerg-6946	627	1	copying	copying	NOUN
fuelectenerg-6946	627	2	of	of	ADP
fuelectenerg-6946	627	3	remote	remote	ADJ
fuelectenerg-6946	627	4	blocks	block	NOUN
fuelectenerg-6946	627	5	during	during	ADP
fuelectenerg-6946	627	6	the	the	DET
fuelectenerg-6946	627	7	execution	execution	NOUN
fuelectenerg-6946	627	8	is	be	AUX
fuelectenerg-6946	627	9	a	a	DET
fuelectenerg-6946	627	10	limiting	limit	VERB
fuelectenerg-6946	627	11	factor	factor	NOUN
fuelectenerg-6946	627	12	that	that	PRON
fuelectenerg-6946	627	13	leads	lead	VERB
fuelectenerg-6946	627	14	to	to	ADP
fuelectenerg-6946	627	15	the	the	DET
fuelectenerg-6946	627	16	saturation	saturation	NOUN
fuelectenerg-6946	627	17	in	in	ADP
fuelectenerg-6946	627	18	this	this	DET
fuelectenerg-6946	627	19	case	case	NOUN
fuelectenerg-6946	627	20	.	.	PUNCT
fuelectenerg-6946	628	1	6	6	NUM
fuelectenerg-6946	628	2	conclusion	conclusion	NOUN
fuelectenerg-6946	628	3	in	in	ADP
fuelectenerg-6946	628	4	this	this	DET
fuelectenerg-6946	628	5	paper	paper	NOUN
fuelectenerg-6946	628	6	the	the	DET
fuelectenerg-6946	628	7	design	design	NOUN
fuelectenerg-6946	628	8	and	and	CCONJ
fuelectenerg-6946	628	9	implementation	implementation	NOUN
fuelectenerg-6946	628	10	of	of	ADP
fuelectenerg-6946	628	11	ids	id	NOUN
fuelectenerg-6946	628	12	using	use	VERB
fuelectenerg-6946	628	13	apache	apache	NOUN
fuelectenerg-6946	628	14	hadoop	hadoop	NOUN
fuelectenerg-6946	628	15	is	be	AUX
fuelectenerg-6946	628	16	proposed	propose	VERB
fuelectenerg-6946	628	17	.	.	PUNCT
fuelectenerg-6946	629	1	four	four	NUM
fuelectenerg-6946	629	2	different	different	ADJ
fuelectenerg-6946	629	3	input	input	NOUN
fuelectenerg-6946	629	4	data	datum	NOUN
fuelectenerg-6946	629	5	split	split	NOUN
fuelectenerg-6946	629	6	techniques	technique	NOUN
fuelectenerg-6946	629	7	are	be	AUX
fuelectenerg-6946	629	8	proposed	propose	VERB
fuelectenerg-6946	629	9	and	and	CCONJ
fuelectenerg-6946	629	10	analysed	analyse	VERB
fuelectenerg-6946	629	11	.	.	PUNCT
fuelectenerg-6946	630	1	the	the	DET
fuelectenerg-6946	630	2	techniques	technique	NOUN
fuelectenerg-6946	630	3	are	be	AUX
fuelectenerg-6946	630	4	described	describe	VERB
fuelectenerg-6946	630	5	in	in	ADP
fuelectenerg-6946	630	6	detail	detail	NOUN
fuelectenerg-6946	630	7	.	.	PUNCT
fuelectenerg-6946	631	1	the	the	DET
fuelectenerg-6946	631	2	ids	id	NOUN
fuelectenerg-6946	631	3	is	be	AUX
fuelectenerg-6946	631	4	implemented	implement	VERB
fuelectenerg-6946	631	5	using	use	VERB
fuelectenerg-6946	631	6	myers	myers	PROPN
fuelectenerg-6946	631	7	pattern	pattern	NOUN
fuelectenerg-6946	631	8	search	search	NOUN
fuelectenerg-6946	631	9	algorithm	algorithm	NOUN
fuelectenerg-6946	631	10	as	as	ADP
fuelectenerg-6946	631	11	a	a	DET
fuelectenerg-6946	631	12	core	core	NOUN
fuelectenerg-6946	631	13	for	for	ADP
fuelectenerg-6946	631	14	signature	signature	NOUN
fuelectenerg-6946	631	15	-	-	PUNCT
fuelectenerg-6946	631	16	based	base	VERB
fuelectenerg-6946	631	17	packet	packet	NOUN
fuelectenerg-6946	631	18	analysis	analysis	NOUN
fuelectenerg-6946	631	19	.	.	PUNCT
fuelectenerg-6946	632	1	we	we	PRON
fuelectenerg-6946	632	2	showed	show	VERB
fuelectenerg-6946	632	3	the	the	DET
fuelectenerg-6946	632	4	suitability	suitability	NOUN
fuelectenerg-6946	632	5	of	of	ADP
fuelectenerg-6946	632	6	hadoop	hadoop	NOUN
fuelectenerg-6946	632	7	environment	environment	NOUN
fuelectenerg-6946	632	8	for	for	ADP
fuelectenerg-6946	632	9	the	the	DET
fuelectenerg-6946	632	10	implementation	implementation	NOUN
fuelectenerg-6946	632	11	of	of	ADP
fuelectenerg-6946	632	12	network	network	NOUN
fuelectenerg-6946	632	13	ids	id	NOUN
fuelectenerg-6946	632	14	and	and	CCONJ
fuelectenerg-6946	632	15	discussed	discuss	VERB
fuelectenerg-6946	632	16	inherited	inherit	VERB
fuelectenerg-6946	632	17	problem	problem	NOUN
fuelectenerg-6946	632	18	from	from	ADP
fuelectenerg-6946	632	19	hadoop	hadoop	NOUN
fuelectenerg-6946	632	20	that	that	PRON
fuelectenerg-6946	632	21	relates	relate	VERB
fuelectenerg-6946	632	22	to	to	ADP
fuelectenerg-6946	632	23	splitting	split	VERB
fuelectenerg-6946	632	24	sensitive	sensitive	ADJ
fuelectenerg-6946	632	25	data	datum	NOUN
fuelectenerg-6946	632	26	across	across	ADP
fuelectenerg-6946	632	27	cluster	cluster	NOUN
fuelectenerg-6946	632	28	nodes	node	NOUN
fuelectenerg-6946	632	29	.	.	PUNCT
fuelectenerg-6946	633	1	the	the	DET
fuelectenerg-6946	633	2	system	system	NOUN
fuelectenerg-6946	633	3	is	be	AUX
fuelectenerg-6946	633	4	evaluated	evaluate	VERB
fuelectenerg-6946	633	5	on	on	ADP
fuelectenerg-6946	633	6	apache	apache	PROPN
fuelectenerg-6946	633	7	hadoop	hadoop	NOUN
fuelectenerg-6946	633	8	cluster	cluster	NOUN
fuelectenerg-6946	633	9	with	with	ADP
fuelectenerg-6946	633	10	17	17	NUM
fuelectenerg-6946	633	11	slave	slave	NOUN
fuelectenerg-6946	633	12	nodes	node	NOUN
fuelectenerg-6946	633	13	.	.	PUNCT
fuelectenerg-6946	634	1	the	the	DET
fuelectenerg-6946	634	2	implementation	implementation	NOUN
fuelectenerg-6946	634	3	and	and	CCONJ
fuelectenerg-6946	634	4	evaluation	evaluation	NOUN
fuelectenerg-6946	634	5	results	result	NOUN
fuelectenerg-6946	634	6	are	be	AUX
fuelectenerg-6946	634	7	given	give	VERB
fuelectenerg-6946	634	8	and	and	CCONJ
fuelectenerg-6946	634	9	discussed	discuss	VERB
fuelectenerg-6946	634	10	in	in	ADP
fuelectenerg-6946	634	11	detail	detail	NOUN
fuelectenerg-6946	634	12	.	.	PUNCT
fuelectenerg-6946	635	1	we	we	PRON
fuelectenerg-6946	635	2	showed	show	VERB
fuelectenerg-6946	635	3	that	that	SCONJ
fuelectenerg-6946	635	4	processing	processing	NOUN
fuelectenerg-6946	635	5	speed	speed	NOUN
fuelectenerg-6946	635	6	can	can	AUX
fuelectenerg-6946	635	7	differ	differ	VERB
fuelectenerg-6946	635	8	for	for	ADP
fuelectenerg-6946	635	9	more	more	ADJ
fuelectenerg-6946	635	10	than	than	ADP
fuelectenerg-6946	635	11	30	30	NUM
fuelectenerg-6946	635	12	%	%	NOUN
fuelectenerg-6946	635	13	depending	depend	VERB
fuelectenerg-6946	635	14	on	on	ADP
fuelectenerg-6946	635	15	chosen	choose	VERB
fuelectenerg-6946	635	16	input	input	NOUN
fuelectenerg-6946	635	17	split	split	NOUN
fuelectenerg-6946	635	18	design	design	NOUN
fuelectenerg-6946	635	19	strategy	strategy	NOUN
fuelectenerg-6946	635	20	.	.	PUNCT
fuelectenerg-6946	636	1	additionally	additionally	ADV
fuelectenerg-6946	636	2	,	,	PUNCT
fuelectenerg-6946	636	3	we	we	PRON
fuelectenerg-6946	636	4	showed	show	VERB
fuelectenerg-6946	636	5	that	that	DET
fuelectenerg-6946	636	6	malicious	malicious	ADJ
fuelectenerg-6946	636	7	level	level	NOUN
fuelectenerg-6946	636	8	of	of	ADP
fuelectenerg-6946	636	9	network	network	NOUN
fuelectenerg-6946	636	10	traffic	traffic	NOUN
fuelectenerg-6946	636	11	can	can	AUX
fuelectenerg-6946	636	12	254	254	NUM
fuelectenerg-6946	636	13	v.	v.	ADP
fuelectenerg-6946	636	14	ćirić	ćirić	NOUN
fuelectenerg-6946	636	15	,	,	PUNCT
fuelectenerg-6946	636	16	d.	d.	PROPN
fuelectenerg-6946	636	17	cvetković	cvetković	PROPN
fuelectenerg-6946	636	18	,	,	PUNCT
fuelectenerg-6946	636	19	n.	n.	PROPN
fuelectenerg-6946	636	20	gavrilović	gavrilović	PROPN
fuelectenerg-6946	636	21	,	,	PUNCT
fuelectenerg-6946	636	22	n.	n.	PROPN
fuelectenerg-6946	636	23	stojanović	stojanović	PROPN
fuelectenerg-6946	636	24	,	,	PUNCT
fuelectenerg-6946	636	25	i.	i.	PROPN
fuelectenerg-6946	636	26	milentijević	milentijević	PROPN
fuelectenerg-6946	636	27	input	input	PROPN
fuelectenerg-6946	636	28	splits	split	VERB
fuelectenerg-6946	636	29	design	design	NOUN
fuelectenerg-6946	636	30	techniques	technique	NOUN
fuelectenerg-6946	636	31	for	for	ADP
fuelectenerg-6946	636	32	ids	id	NOUN
fuelectenerg-6946	636	33	on	on	ADP
fuelectenerg-6946	636	34	hadoop	hadoop	NOUN
fuelectenerg-6946	636	35	cluster	cluster	NOUN
fuelectenerg-6946	636	36	255254	255254	NUM
fuelectenerg-6946	636	37	v.	v.	ADP
fuelectenerg-6946	636	38	ćirić	ćirić	PROPN
fuelectenerg-6946	636	39	,	,	PUNCT
fuelectenerg-6946	636	40	d.	d.	PROPN
fuelectenerg-6946	636	41	cvetković	cvetković	PROPN
fuelectenerg-6946	636	42	,	,	PUNCT
fuelectenerg-6946	636	43	n.	n.	PROPN
fuelectenerg-6946	636	44	gavrilović	gavrilović	PROPN
fuelectenerg-6946	636	45	,	,	PUNCT
fuelectenerg-6946	636	46	n.	n.	PROPN
fuelectenerg-6946	636	47	stojanović	stojanović	PROPN
fuelectenerg-6946	636	48	,	,	PUNCT
fuelectenerg-6946	636	49	i.	i.	PROPN
fuelectenerg-6946	636	50	milentijević	milentijević	PROPN
fuelectenerg-6946	636	51	input	input	PROPN
fuelectenerg-6946	636	52	splits	split	VERB
fuelectenerg-6946	636	53	design	design	NOUN
fuelectenerg-6946	636	54	techniques	technique	NOUN
fuelectenerg-6946	636	55	for	for	ADP
fuelectenerg-6946	636	56	ids	id	NOUN
fuelectenerg-6946	636	57	on	on	ADP
fuelectenerg-6946	636	58	hadoop	hadoop	NOUN
fuelectenerg-6946	636	59	cluster	cluster	NOUN
fuelectenerg-6946	636	60	255	255	NUM
fuelectenerg-6946	636	61	18	18	NUM
fuelectenerg-6946	636	62	v.ciric	v.ciric	NOUN
fuelectenerg-6946	636	63	et	et	PROPN
fuelectenerg-6946	636	64	al	al	PROPN
fuelectenerg-6946	636	65	.	.	PROPN
fuelectenerg-6946	637	1	slow	slow	VERB
fuelectenerg-6946	637	2	down	down	ADP
fuelectenerg-6946	637	3	the	the	DET
fuelectenerg-6946	637	4	processing	processing	NOUN
fuelectenerg-6946	637	5	time	time	NOUN
fuelectenerg-6946	637	6	,	,	PUNCT
fuelectenerg-6946	637	7	in	in	ADP
fuelectenerg-6946	637	8	our	our	PRON
fuelectenerg-6946	637	9	case	case	NOUN
fuelectenerg-6946	637	10	,	,	PUNCT
fuelectenerg-6946	637	11	for	for	ADP
fuelectenerg-6946	637	12	nearly	nearly	ADV
fuelectenerg-6946	637	13	20	20	NUM
fuelectenerg-6946	637	14	%	%	NOUN
fuelectenerg-6946	637	15	.	.	PUNCT
fuelectenerg-6946	638	1	the	the	DET
fuelectenerg-6946	638	2	scalability	scalability	NOUN
fuelectenerg-6946	638	3	of	of	ADP
fuelectenerg-6946	638	4	the	the	DET
fuelectenerg-6946	638	5	system	system	NOUN
fuelectenerg-6946	638	6	was	be	AUX
fuelectenerg-6946	638	7	also	also	ADV
fuelectenerg-6946	638	8	discussed	discuss	VERB
fuelectenerg-6946	638	9	.	.	PUNCT
fuelectenerg-6946	639	1	the	the	DET
fuelectenerg-6946	639	2	proposed	propose	VERB
fuelectenerg-6946	639	3	techniques	technique	NOUN
fuelectenerg-6946	639	4	deal	deal	VERB
fuelectenerg-6946	639	5	with	with	ADP
fuelectenerg-6946	639	6	specific	specific	ADJ
fuelectenerg-6946	639	7	type	type	NOUN
fuelectenerg-6946	639	8	of	of	ADP
fuelectenerg-6946	639	9	input	input	NOUN
fuelectenerg-6946	639	10	data	datum	NOUN
fuelectenerg-6946	639	11	,	,	PUNCT
fuelectenerg-6946	639	12	i.e.	i.e.	X
fuelectenerg-6946	639	13	network	network	NOUN
fuelectenerg-6946	639	14	traffic	traffic	NOUN
fuelectenerg-6946	639	15	packets	packet	NOUN
fuelectenerg-6946	639	16	,	,	PUNCT
fuelectenerg-6946	639	17	but	but	CCONJ
fuelectenerg-6946	639	18	they	they	PRON
fuelectenerg-6946	639	19	can	can	AUX
fuelectenerg-6946	639	20	be	be	AUX
fuelectenerg-6946	639	21	easily	easily	ADV
fuelectenerg-6946	639	22	generalized	generalize	VERB
fuelectenerg-6946	639	23	to	to	PART
fuelectenerg-6946	639	24	deal	deal	VERB
fuelectenerg-6946	639	25	with	with	ADP
fuelectenerg-6946	639	26	any	any	DET
fuelectenerg-6946	639	27	type	type	NOUN
fuelectenerg-6946	639	28	of	of	ADP
fuelectenerg-6946	639	29	sensitive	sensitive	ADJ
fuelectenerg-6946	639	30	data	datum	NOUN
fuelectenerg-6946	639	31	which	which	PRON
fuelectenerg-6946	639	32	need	need	VERB
fuelectenerg-6946	639	33	a	a	DET
fuelectenerg-6946	639	34	special	special	ADJ
fuelectenerg-6946	639	35	attention	attention	NOUN
fuelectenerg-6946	639	36	before	before	SCONJ
fuelectenerg-6946	639	37	it	it	PRON
fuelectenerg-6946	639	38	can	can	AUX
fuelectenerg-6946	639	39	be	be	AUX
fuelectenerg-6946	639	40	split	split	VERB
fuelectenerg-6946	639	41	into	into	ADP
fuelectenerg-6946	639	42	pieces	piece	NOUN
fuelectenerg-6946	639	43	and	and	CCONJ
fuelectenerg-6946	639	44	scatter	scatter	VERB
fuelectenerg-6946	639	45	onto	onto	ADP
fuelectenerg-6946	639	46	different	different	ADJ
fuelectenerg-6946	639	47	nodes	node	NOUN
fuelectenerg-6946	639	48	in	in	ADP
fuelectenerg-6946	639	49	distributed	distributed	ADJ
fuelectenerg-6946	639	50	environment	environment	NOUN
fuelectenerg-6946	639	51	.	.	PUNCT
fuelectenerg-6946	640	1	acknowledgments	acknowledgment	NOUN
fuelectenerg-6946	640	2	this	this	DET
fuelectenerg-6946	640	3	work	work	NOUN
fuelectenerg-6946	640	4	was	be	AUX
fuelectenerg-6946	640	5	supported	support	VERB
fuelectenerg-6946	640	6	by	by	ADP
fuelectenerg-6946	640	7	the	the	DET
fuelectenerg-6946	640	8	serbian	serbian	PROPN
fuelectenerg-6946	640	9	ministry	ministry	PROPN
fuelectenerg-6946	640	10	of	of	ADP
fuelectenerg-6946	640	11	education	education	PROPN
fuelectenerg-6946	640	12	,	,	PUNCT
fuelectenerg-6946	640	13	science	science	NOUN
fuelectenerg-6946	640	14	and	and	CCONJ
fuelectenerg-6946	640	15	technological	technological	ADJ
fuelectenerg-6946	640	16	development	development	NOUN
fuelectenerg-6946	640	17	[	[	X
fuelectenerg-6946	640	18	grant	grant	NOUN
fuelectenerg-6946	640	19	number	number	NOUN
fuelectenerg-6946	640	20	tr32012	tr32012	NOUN
fuelectenerg-6946	640	21	]	]	PUNCT
fuelectenerg-6946	640	22	.	.	PUNCT
fuelectenerg-6946	641	1	references	reference	NOUN
fuelectenerg-6946	641	2	[	[	X
fuelectenerg-6946	641	3	1	1	NUM
fuelectenerg-6946	641	4	]	]	PUNCT
fuelectenerg-6946	641	5	l.	l.	PROPN
fuelectenerg-6946	641	6	a.	a.	PROPN
fuelectenerg-6946	641	7	maglaras	maglaras	PROPN
fuelectenerg-6946	641	8	,	,	PUNCT
fuelectenerg-6946	641	9	k.-h	k.-h	NOUN
fuelectenerg-6946	641	10	.	.	PUNCT
fuelectenerg-6946	642	1	kim	kim	PROPN
fuelectenerg-6946	642	2	,	,	PUNCT
fuelectenerg-6946	642	3	h.	h.	PROPN
fuelectenerg-6946	642	4	janicke	janicke	PROPN
fuelectenerg-6946	642	5	,	,	PUNCT
fuelectenerg-6946	642	6	m.	m.	NOUN
fuelectenerg-6946	642	7	a.	a.	NOUN
fuelectenerg-6946	642	8	ferrag	ferrag	PROPN
fuelectenerg-6946	642	9	,	,	PUNCT
fuelectenerg-6946	642	10	s.	s.	PROPN
fuelectenerg-6946	642	11	rallis	rallis	PROPN
fuelectenerg-6946	642	12	,	,	PUNCT
fuelectenerg-6946	642	13	p.	p.	PROPN
fuelectenerg-6946	642	14	fragkou	fragkou	PROPN
fuelectenerg-6946	642	15	,	,	PUNCT
fuelectenerg-6946	642	16	a.	a.	NOUN
fuelectenerg-6946	642	17	maglaras	maglaras	PROPN
fuelectenerg-6946	642	18	,	,	PUNCT
fuelectenerg-6946	642	19	and	and	CCONJ
fuelectenerg-6946	642	20	t.	t.	PROPN
fuelectenerg-6946	642	21	j.	j.	PROPN
fuelectenerg-6946	642	22	cruz	cruz	PROPN
fuelectenerg-6946	642	23	,	,	PUNCT
fuelectenerg-6946	642	24	“	"	PUNCT
fuelectenerg-6946	642	25	cyber	cyber	ADJ
fuelectenerg-6946	642	26	security	security	NOUN
fuelectenerg-6946	642	27	of	of	ADP
fuelectenerg-6946	642	28	critical	critical	ADJ
fuelectenerg-6946	642	29	infrastructures	infrastructure	NOUN
fuelectenerg-6946	642	30	,	,	PUNCT
fuelectenerg-6946	642	31	”	"	PUNCT
fuelectenerg-6946	642	32	ict	ict	PROPN
fuelectenerg-6946	642	33	express	express	NOUN
fuelectenerg-6946	642	34	,	,	PUNCT
fuelectenerg-6946	642	35	vol	vol	NOUN
fuelectenerg-6946	642	36	.	.	PROPN
fuelectenerg-6946	642	37	4	4	NUM
fuelectenerg-6946	642	38	,	,	PUNCT
fuelectenerg-6946	642	39	no	no	INTJ
fuelectenerg-6946	642	40	.	.	NOUN
fuelectenerg-6946	642	41	1	1	NUM
fuelectenerg-6946	642	42	,	,	PUNCT
fuelectenerg-6946	642	43	pp	pp	ADJ
fuelectenerg-6946	642	44	.	.	PUNCT
fuelectenerg-6946	643	1	42–45	42–45	NUM
fuelectenerg-6946	643	2	,	,	PUNCT
fuelectenerg-6946	643	3	2018	2018	NUM
fuelectenerg-6946	643	4	.	.	PUNCT
fuelectenerg-6946	644	1	[	[	X
fuelectenerg-6946	644	2	2	2	NUM
fuelectenerg-6946	644	3	]	]	PUNCT
fuelectenerg-6946	644	4	m.	m.	NOUN
fuelectenerg-6946	644	5	a.	a.	NOUN
fuelectenerg-6946	644	6	ferrag	ferrag	PROPN
fuelectenerg-6946	644	7	,	,	PUNCT
fuelectenerg-6946	644	8	l.	l.	PROPN
fuelectenerg-6946	644	9	maglaras	maglaras	PROPN
fuelectenerg-6946	644	10	,	,	PUNCT
fuelectenerg-6946	644	11	s.	s.	PROPN
fuelectenerg-6946	644	12	moschoyiannis	moschoyiannis	PROPN
fuelectenerg-6946	644	13	,	,	PUNCT
fuelectenerg-6946	644	14	and	and	CCONJ
fuelectenerg-6946	644	15	h.	h.	PROPN
fuelectenerg-6946	644	16	janicke	janicke	PROPN
fuelectenerg-6946	644	17	,	,	PUNCT
fuelectenerg-6946	644	18	“	"	PUNCT
fuelectenerg-6946	644	19	deep	deep	ADJ
fuelectenerg-6946	644	20	learning	learning	NOUN
fuelectenerg-6946	644	21	for	for	ADP
fuelectenerg-6946	644	22	cyber	cyber	PROPN
fuelectenerg-6946	644	23	security	security	NOUN
fuelectenerg-6946	644	24	intrusion	intrusion	NOUN
fuelectenerg-6946	644	25	detection	detection	NOUN
fuelectenerg-6946	644	26	:	:	PUNCT
fuelectenerg-6946	644	27	approaches	approach	NOUN
fuelectenerg-6946	644	28	,	,	PUNCT
fuelectenerg-6946	644	29	datasets	dataset	NOUN
fuelectenerg-6946	644	30	,	,	PUNCT
fuelectenerg-6946	644	31	and	and	CCONJ
fuelectenerg-6946	644	32	comparative	comparative	ADJ
fuelectenerg-6946	644	33	study	study	NOUN
fuelectenerg-6946	644	34	,	,	PUNCT
fuelectenerg-6946	644	35	”	"	PUNCT
fuelectenerg-6946	644	36	journal	journal	NOUN
fuelectenerg-6946	644	37	of	of	ADP
fuelectenerg-6946	644	38	information	information	NOUN
fuelectenerg-6946	644	39	security	security	NOUN
fuelectenerg-6946	644	40	and	and	CCONJ
fuelectenerg-6946	644	41	applications	application	NOUN
fuelectenerg-6946	644	42	,	,	PUNCT
fuelectenerg-6946	644	43	vol	vol	NOUN
fuelectenerg-6946	644	44	.	.	PROPN
fuelectenerg-6946	645	1	50	50	NUM
fuelectenerg-6946	645	2	,	,	PUNCT
fuelectenerg-6946	645	3	pp	pp	ADJ
fuelectenerg-6946	645	4	.	.	PUNCT
fuelectenerg-6946	646	1	1–19	1–19	NOUN
fuelectenerg-6946	646	2	,	,	PUNCT
fuelectenerg-6946	646	3	2020	2020	NUM
fuelectenerg-6946	646	4	.	.	PUNCT
fuelectenerg-6946	647	1	[	[	X
fuelectenerg-6946	647	2	3	3	X
fuelectenerg-6946	647	3	]	]	PUNCT
fuelectenerg-6946	647	4	j.	j.	PROPN
fuelectenerg-6946	647	5	svoboda	svoboda	PROPN
fuelectenerg-6946	647	6	,	,	PUNCT
fuelectenerg-6946	647	7	i.	i.	NOUN
fuelectenerg-6946	647	8	ghafir	ghafir	PROPN
fuelectenerg-6946	647	9	,	,	PUNCT
fuelectenerg-6946	647	10	v.	v.	ADP
fuelectenerg-6946	647	11	prenosil	prenosil	PROPN
fuelectenerg-6946	647	12	et	et	PROPN
fuelectenerg-6946	647	13	al	al	PROPN
fuelectenerg-6946	647	14	.	.	PROPN
fuelectenerg-6946	647	15	,	,	PUNCT
fuelectenerg-6946	647	16	“	"	PUNCT
fuelectenerg-6946	647	17	network	network	NOUN
fuelectenerg-6946	647	18	monitoring	monitoring	NOUN
fuelectenerg-6946	647	19	approaches	approach	VERB
fuelectenerg-6946	647	20	:	:	PUNCT
fuelectenerg-6946	647	21	an	an	DET
fuelectenerg-6946	647	22	overview	overview	NOUN
fuelectenerg-6946	647	23	,	,	PUNCT
fuelectenerg-6946	647	24	”	"	PUNCT
fuelectenerg-6946	647	25	int	int	NOUN
fuelectenerg-6946	647	26	j	j	PROPN
fuelectenerg-6946	647	27	adv	adv	PROPN
fuelectenerg-6946	647	28	comput	comput	PROPN
fuelectenerg-6946	647	29	netw	netw	PROPN
fuelectenerg-6946	647	30	secur	secur	NOUN
fuelectenerg-6946	647	31	,	,	PUNCT
fuelectenerg-6946	647	32	vol	vol	NOUN
fuelectenerg-6946	647	33	.	.	PROPN
fuelectenerg-6946	647	34	5	5	NUM
fuelectenerg-6946	647	35	,	,	PUNCT
fuelectenerg-6946	647	36	no	no	INTJ
fuelectenerg-6946	647	37	.	.	NOUN
fuelectenerg-6946	647	38	2	2	NUM
fuelectenerg-6946	647	39	,	,	PUNCT
fuelectenerg-6946	647	40	pp	pp	ADJ
fuelectenerg-6946	647	41	.	.	PUNCT
fuelectenerg-6946	647	42	88–93	88–93	NUM
fuelectenerg-6946	647	43	,	,	PUNCT
fuelectenerg-6946	647	44	2015	2015	NUM
fuelectenerg-6946	647	45	.	.	PUNCT
fuelectenerg-6946	648	1	[	[	X
fuelectenerg-6946	648	2	4	4	NUM
fuelectenerg-6946	648	3	]	]	X
fuelectenerg-6946	648	4	i.	i.	NOUN
fuelectenerg-6946	648	5	ghafir	ghafir	PROPN
fuelectenerg-6946	648	6	,	,	PUNCT
fuelectenerg-6946	648	7	v.	v.	PROPN
fuelectenerg-6946	648	8	prenosil	prenosil	PROPN
fuelectenerg-6946	648	9	,	,	PUNCT
fuelectenerg-6946	648	10	j.	j.	PROPN
fuelectenerg-6946	648	11	svoboda	svoboda	PROPN
fuelectenerg-6946	648	12	,	,	PUNCT
fuelectenerg-6946	648	13	and	and	CCONJ
fuelectenerg-6946	648	14	m.	m.	NOUN
fuelectenerg-6946	648	15	hammoudeh	hammoudeh	PROPN
fuelectenerg-6946	648	16	,	,	PUNCT
fuelectenerg-6946	648	17	“	"	PUNCT
fuelectenerg-6946	648	18	a	a	DET
fuelectenerg-6946	648	19	survey	survey	NOUN
fuelectenerg-6946	648	20	on	on	ADP
fuelectenerg-6946	648	21	network	network	NOUN
fuelectenerg-6946	648	22	security	security	NOUN
fuelectenerg-6946	648	23	monitoring	monitoring	NOUN
fuelectenerg-6946	648	24	systems	system	NOUN
fuelectenerg-6946	648	25	,	,	PUNCT
fuelectenerg-6946	648	26	”	"	PUNCT
fuelectenerg-6946	648	27	in	in	ADP
fuelectenerg-6946	648	28	2016	2016	NUM
fuelectenerg-6946	648	29	ieee	ieee	NOUN
fuelectenerg-6946	648	30	4th	4th	ADJ
fuelectenerg-6946	648	31	international	international	ADJ
fuelectenerg-6946	648	32	conference	conference	NOUN
fuelectenerg-6946	648	33	on	on	ADP
fuelectenerg-6946	648	34	future	future	ADJ
fuelectenerg-6946	648	35	internet	internet	NOUN
fuelectenerg-6946	648	36	of	of	ADP
fuelectenerg-6946	648	37	things	thing	NOUN
fuelectenerg-6946	648	38	and	and	CCONJ
fuelectenerg-6946	648	39	cloud	cloud	NOUN
fuelectenerg-6946	648	40	workshops	workshop	NOUN
fuelectenerg-6946	648	41	(	(	PUNCT
fuelectenerg-6946	648	42	ficloudw	ficloudw	PROPN
fuelectenerg-6946	648	43	)	)	PUNCT
fuelectenerg-6946	648	44	.	.	PUNCT
fuelectenerg-6946	649	1	ieee	ieee	PROPN
fuelectenerg-6946	649	2	,	,	PUNCT
fuelectenerg-6946	649	3	2016	2016	NUM
fuelectenerg-6946	649	4	,	,	PUNCT
fuelectenerg-6946	649	5	pp	pp	ADV
fuelectenerg-6946	649	6	.	.	PUNCT
fuelectenerg-6946	650	1	77–82	77–82	X
fuelectenerg-6946	650	2	.	.	PUNCT
fuelectenerg-6946	651	1	[	[	X
fuelectenerg-6946	651	2	5	5	NUM
fuelectenerg-6946	651	3	]	]	X
fuelectenerg-6946	651	4	b.	b.	PROPN
fuelectenerg-6946	651	5	schneier	schneier	PROPN
fuelectenerg-6946	651	6	,	,	PUNCT
fuelectenerg-6946	651	7	“	"	PUNCT
fuelectenerg-6946	651	8	managed	manage	VERB
fuelectenerg-6946	651	9	security	security	NOUN
fuelectenerg-6946	651	10	monitoring	monitoring	NOUN
fuelectenerg-6946	651	11	:	:	PUNCT
fuelectenerg-6946	651	12	network	network	NOUN
fuelectenerg-6946	651	13	security	security	NOUN
fuelectenerg-6946	651	14	for	for	ADP
fuelectenerg-6946	651	15	the	the	DET
fuelectenerg-6946	651	16	21st	21st	ADJ
fuelectenerg-6946	651	17	century	century	NOUN
fuelectenerg-6946	651	18	,	,	PUNCT
fuelectenerg-6946	651	19	”	"	PUNCT
fuelectenerg-6946	651	20	computers	computer	NOUN
fuelectenerg-6946	651	21	&	&	CCONJ
fuelectenerg-6946	651	22	security	security	NOUN
fuelectenerg-6946	651	23	,	,	PUNCT
fuelectenerg-6946	651	24	vol	vol	NOUN
fuelectenerg-6946	651	25	.	.	PROPN
fuelectenerg-6946	651	26	20	20	NUM
fuelectenerg-6946	651	27	,	,	PUNCT
fuelectenerg-6946	651	28	no	no	INTJ
fuelectenerg-6946	651	29	.	.	NOUN
fuelectenerg-6946	651	30	6	6	NUM
fuelectenerg-6946	651	31	,	,	PUNCT
fuelectenerg-6946	651	32	pp	pp	ADJ
fuelectenerg-6946	651	33	.	.	PUNCT
fuelectenerg-6946	652	1	491–503	491–503	NUM
fuelectenerg-6946	652	2	,	,	PUNCT
fuelectenerg-6946	652	3	2001	2001	NUM
fuelectenerg-6946	652	4	.	.	PUNCT
fuelectenerg-6946	653	1	[	[	X
fuelectenerg-6946	653	2	6	6	NUM
fuelectenerg-6946	653	3	]	]	PUNCT
fuelectenerg-6946	653	4	g.	g.	PROPN
fuelectenerg-6946	653	5	kumar	kumar	PROPN
fuelectenerg-6946	653	6	,	,	PUNCT
fuelectenerg-6946	653	7	k.	k.	PROPN
fuelectenerg-6946	653	8	kumar	kumar	PROPN
fuelectenerg-6946	653	9	,	,	PUNCT
fuelectenerg-6946	653	10	and	and	CCONJ
fuelectenerg-6946	653	11	m.	m.	PROPN
fuelectenerg-6946	653	12	sachdeva	sachdeva	PROPN
fuelectenerg-6946	653	13	,	,	PUNCT
fuelectenerg-6946	653	14	“	"	PUNCT
fuelectenerg-6946	653	15	the	the	DET
fuelectenerg-6946	653	16	use	use	NOUN
fuelectenerg-6946	653	17	of	of	ADP
fuelectenerg-6946	653	18	artificial	artificial	ADJ
fuelectenerg-6946	653	19	intelligence	intelligence	NOUN
fuelectenerg-6946	653	20	based	base	VERB
fuelectenerg-6946	653	21	techniques	technique	NOUN
fuelectenerg-6946	653	22	for	for	ADP
fuelectenerg-6946	653	23	intrusion	intrusion	NOUN
fuelectenerg-6946	653	24	detection	detection	NOUN
fuelectenerg-6946	653	25	:	:	PUNCT
fuelectenerg-6946	653	26	a	a	DET
fuelectenerg-6946	653	27	review	review	NOUN
fuelectenerg-6946	653	28	,	,	PUNCT
fuelectenerg-6946	653	29	”	"	PUNCT
fuelectenerg-6946	653	30	artificial	artificial	ADJ
fuelectenerg-6946	653	31	intelligence	intelligence	NOUN
fuelectenerg-6946	653	32	review	review	NOUN
fuelectenerg-6946	653	33	,	,	PUNCT
fuelectenerg-6946	653	34	vol	vol	NOUN
fuelectenerg-6946	653	35	.	.	PROPN
fuelectenerg-6946	653	36	34	34	NUM
fuelectenerg-6946	653	37	,	,	PUNCT
fuelectenerg-6946	653	38	no	no	INTJ
fuelectenerg-6946	653	39	.	.	NOUN
fuelectenerg-6946	653	40	4	4	NUM
fuelectenerg-6946	653	41	,	,	PUNCT
fuelectenerg-6946	653	42	pp	pp	ADJ
fuelectenerg-6946	653	43	.	.	PUNCT
fuelectenerg-6946	654	1	369–387	369–387	NUM
fuelectenerg-6946	654	2	,	,	PUNCT
fuelectenerg-6946	654	3	2010	2010	NUM
fuelectenerg-6946	654	4	.	.	PUNCT
fuelectenerg-6946	655	1	[	[	X
fuelectenerg-6946	655	2	7	7	X
fuelectenerg-6946	655	3	]	]	PUNCT
fuelectenerg-6946	655	4	m.	m.	NOUN
fuelectenerg-6946	655	5	aldwairi	aldwairi	NOUN
fuelectenerg-6946	655	6	and	and	CCONJ
fuelectenerg-6946	655	7	d.	d.	PROPN
fuelectenerg-6946	655	8	alansari	alansari	PROPN
fuelectenerg-6946	655	9	,	,	PUNCT
fuelectenerg-6946	655	10	“	"	PUNCT
fuelectenerg-6946	655	11	exscind	exscind	NOUN
fuelectenerg-6946	655	12	:	:	PUNCT
fuelectenerg-6946	655	13	fast	fast	ADJ
fuelectenerg-6946	655	14	pattern	pattern	NOUN
fuelectenerg-6946	655	15	matching	match	VERB
fuelectenerg-6946	655	16	for	for	ADP
fuelectenerg-6946	655	17	intrusion	intrusion	NOUN
fuelectenerg-6946	655	18	detection	detection	NOUN
fuelectenerg-6946	655	19	using	use	VERB
fuelectenerg-6946	655	20	exclusion	exclusion	NOUN
fuelectenerg-6946	655	21	and	and	CCONJ
fuelectenerg-6946	655	22	inclusion	inclusion	NOUN
fuelectenerg-6946	655	23	filters	filter	NOUN
fuelectenerg-6946	655	24	,	,	PUNCT
fuelectenerg-6946	655	25	”	"	PUNCT
fuelectenerg-6946	655	26	in	in	ADP
fuelectenerg-6946	655	27	2011	2011	NUM
fuelectenerg-6946	655	28	7th	7th	ADJ
fuelectenerg-6946	655	29	international	international	ADJ
fuelectenerg-6946	655	30	conference	conference	NOUN
fuelectenerg-6946	655	31	on	on	ADP
fuelectenerg-6946	655	32	next	next	ADJ
fuelectenerg-6946	655	33	generation	generation	NOUN
fuelectenerg-6946	655	34	web	web	NOUN
fuelectenerg-6946	655	35	services	service	NOUN
fuelectenerg-6946	655	36	practices	practice	NOUN
fuelectenerg-6946	655	37	.	.	PUNCT
fuelectenerg-6946	656	1	ieee	ieee	PROPN
fuelectenerg-6946	656	2	,	,	PUNCT
fuelectenerg-6946	656	3	2011	2011	NUM
fuelectenerg-6946	656	4	,	,	PUNCT
fuelectenerg-6946	656	5	pp	pp	ADJ
fuelectenerg-6946	656	6	.	.	PUNCT
fuelectenerg-6946	657	1	24–30	24–30	NUM
fuelectenerg-6946	657	2	.	.	PUNCT
fuelectenerg-6946	658	1	[	[	X
fuelectenerg-6946	658	2	8	8	NUM
fuelectenerg-6946	658	3	]	]	X
fuelectenerg-6946	658	4	d.	d.	PROPN
fuelectenerg-6946	658	5	xu	xu	PROPN
fuelectenerg-6946	658	6	,	,	PUNCT
fuelectenerg-6946	658	7	h.	h.	PROPN
fuelectenerg-6946	658	8	zhang	zhang	PROPN
fuelectenerg-6946	658	9	,	,	PUNCT
fuelectenerg-6946	658	10	and	and	CCONJ
fuelectenerg-6946	658	11	y.	y.	PROPN
fuelectenerg-6946	658	12	fan	fan	PROPN
fuelectenerg-6946	658	13	,	,	PUNCT
fuelectenerg-6946	658	14	“	"	PUNCT
fuelectenerg-6946	658	15	the	the	DET
fuelectenerg-6946	658	16	gpu	gpu	NOUN
fuelectenerg-6946	658	17	-	-	PUNCT
fuelectenerg-6946	658	18	based	base	VERB
fuelectenerg-6946	658	19	high	high	ADJ
fuelectenerg-6946	658	20	-	-	PUNCT
fuelectenerg-6946	658	21	performance	performance	NOUN
fuelectenerg-6946	658	22	patternmatching	patternmatching	NOUN
fuelectenerg-6946	658	23	algorithm	algorithm	NOUN
fuelectenerg-6946	658	24	for	for	ADP
fuelectenerg-6946	658	25	intrusion	intrusion	NOUN
fuelectenerg-6946	658	26	detection	detection	NOUN
fuelectenerg-6946	658	27	,	,	PUNCT
fuelectenerg-6946	658	28	”	"	PUNCT
fuelectenerg-6946	658	29	journal	journal	NOUN
fuelectenerg-6946	658	30	of	of	ADP
fuelectenerg-6946	658	31	computational	computational	ADJ
fuelectenerg-6946	658	32	information	information	NOUN
fuelectenerg-6946	658	33	systems	system	NOUN
fuelectenerg-6946	658	34	,	,	PUNCT
fuelectenerg-6946	658	35	pp	pp	ADJ
fuelectenerg-6946	658	36	.	.	PUNCT
fuelectenerg-6946	658	37	3791–3800	3791–3800	NUM
fuelectenerg-6946	658	38	,	,	PUNCT
fuelectenerg-6946	658	39	2013	2013	NUM
fuelectenerg-6946	658	40	.	.	PUNCT
fuelectenerg-6946	659	1	256	256	NUM
fuelectenerg-6946	659	2	v.	v.	ADP
fuelectenerg-6946	659	3	ćirić	ćirić	NOUN
fuelectenerg-6946	659	4	,	,	PUNCT
fuelectenerg-6946	659	5	d.	d.	PROPN
fuelectenerg-6946	659	6	cvetković	cvetković	PROPN
fuelectenerg-6946	659	7	,	,	PUNCT
fuelectenerg-6946	659	8	n.	n.	PROPN
fuelectenerg-6946	659	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	659	10	,	,	PUNCT
fuelectenerg-6946	659	11	n.	n.	PROPN
fuelectenerg-6946	659	12	stojanović	stojanović	PROPN
fuelectenerg-6946	659	13	,	,	PUNCT
fuelectenerg-6946	659	14	i.	i.	PROPN
fuelectenerg-6946	659	15	milentijević	milentijević	PROPN
fuelectenerg-6946	659	16	input	input	PROPN
fuelectenerg-6946	659	17	splits	split	VERB
fuelectenerg-6946	659	18	design	design	NOUN
fuelectenerg-6946	659	19	techniques	technique	NOUN
fuelectenerg-6946	659	20	for	for	ADP
fuelectenerg-6946	659	21	ids	id	NOUN
fuelectenerg-6946	659	22	on	on	ADP
fuelectenerg-6946	659	23	hadoop	hadoop	NOUN
fuelectenerg-6946	659	24	cluster	cluster	NOUN
fuelectenerg-6946	659	25	257256	257256	NUM
fuelectenerg-6946	659	26	v.	v.	ADP
fuelectenerg-6946	659	27	ćirić	ćirić	PROPN
fuelectenerg-6946	659	28	,	,	PUNCT
fuelectenerg-6946	659	29	d.	d.	PROPN
fuelectenerg-6946	659	30	cvetković	cvetković	PROPN
fuelectenerg-6946	659	31	,	,	PUNCT
fuelectenerg-6946	659	32	n.	n.	PROPN
fuelectenerg-6946	659	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	659	34	,	,	PUNCT
fuelectenerg-6946	659	35	n.	n.	PROPN
fuelectenerg-6946	659	36	stojanović	stojanović	PROPN
fuelectenerg-6946	659	37	,	,	PUNCT
fuelectenerg-6946	659	38	i.	i.	PROPN
fuelectenerg-6946	659	39	milentijević	milentijević	PROPN
fuelectenerg-6946	659	40	input	input	PROPN
fuelectenerg-6946	659	41	splits	split	VERB
fuelectenerg-6946	659	42	design	design	NOUN
fuelectenerg-6946	659	43	techniques	technique	NOUN
fuelectenerg-6946	659	44	for	for	ADP
fuelectenerg-6946	659	45	ids	id	NOUN
fuelectenerg-6946	659	46	on	on	ADP
fuelectenerg-6946	659	47	hadoop	hadoop	NOUN
fuelectenerg-6946	659	48	cluster	cluster	NOUN
fuelectenerg-6946	659	49	257	257	NUM
fuelectenerg-6946	659	50	18	18	NUM
fuelectenerg-6946	659	51	v.ciric	v.ciric	NOUN
fuelectenerg-6946	659	52	et	et	PROPN
fuelectenerg-6946	659	53	al	al	PROPN
fuelectenerg-6946	659	54	.	.	PROPN
fuelectenerg-6946	660	1	slow	slow	VERB
fuelectenerg-6946	660	2	down	down	ADP
fuelectenerg-6946	660	3	the	the	DET
fuelectenerg-6946	660	4	processing	processing	NOUN
fuelectenerg-6946	660	5	time	time	NOUN
fuelectenerg-6946	660	6	,	,	PUNCT
fuelectenerg-6946	660	7	in	in	ADP
fuelectenerg-6946	660	8	our	our	PRON
fuelectenerg-6946	660	9	case	case	NOUN
fuelectenerg-6946	660	10	,	,	PUNCT
fuelectenerg-6946	660	11	for	for	ADP
fuelectenerg-6946	660	12	nearly	nearly	ADV
fuelectenerg-6946	660	13	20	20	NUM
fuelectenerg-6946	660	14	%	%	NOUN
fuelectenerg-6946	660	15	.	.	PUNCT
fuelectenerg-6946	661	1	the	the	DET
fuelectenerg-6946	661	2	scalability	scalability	NOUN
fuelectenerg-6946	661	3	of	of	ADP
fuelectenerg-6946	661	4	the	the	DET
fuelectenerg-6946	661	5	system	system	NOUN
fuelectenerg-6946	661	6	was	be	AUX
fuelectenerg-6946	661	7	also	also	ADV
fuelectenerg-6946	661	8	discussed	discuss	VERB
fuelectenerg-6946	661	9	.	.	PUNCT
fuelectenerg-6946	662	1	the	the	DET
fuelectenerg-6946	662	2	proposed	propose	VERB
fuelectenerg-6946	662	3	techniques	technique	NOUN
fuelectenerg-6946	662	4	deal	deal	VERB
fuelectenerg-6946	662	5	with	with	ADP
fuelectenerg-6946	662	6	specific	specific	ADJ
fuelectenerg-6946	662	7	type	type	NOUN
fuelectenerg-6946	662	8	of	of	ADP
fuelectenerg-6946	662	9	input	input	NOUN
fuelectenerg-6946	662	10	data	datum	NOUN
fuelectenerg-6946	662	11	,	,	PUNCT
fuelectenerg-6946	662	12	i.e.	i.e.	X
fuelectenerg-6946	662	13	network	network	NOUN
fuelectenerg-6946	662	14	traffic	traffic	NOUN
fuelectenerg-6946	662	15	packets	packet	NOUN
fuelectenerg-6946	662	16	,	,	PUNCT
fuelectenerg-6946	662	17	but	but	CCONJ
fuelectenerg-6946	662	18	they	they	PRON
fuelectenerg-6946	662	19	can	can	AUX
fuelectenerg-6946	662	20	be	be	AUX
fuelectenerg-6946	662	21	easily	easily	ADV
fuelectenerg-6946	662	22	generalized	generalize	VERB
fuelectenerg-6946	662	23	to	to	PART
fuelectenerg-6946	662	24	deal	deal	VERB
fuelectenerg-6946	662	25	with	with	ADP
fuelectenerg-6946	662	26	any	any	DET
fuelectenerg-6946	662	27	type	type	NOUN
fuelectenerg-6946	662	28	of	of	ADP
fuelectenerg-6946	662	29	sensitive	sensitive	ADJ
fuelectenerg-6946	662	30	data	datum	NOUN
fuelectenerg-6946	662	31	which	which	PRON
fuelectenerg-6946	662	32	need	need	VERB
fuelectenerg-6946	662	33	a	a	DET
fuelectenerg-6946	662	34	special	special	ADJ
fuelectenerg-6946	662	35	attention	attention	NOUN
fuelectenerg-6946	662	36	before	before	SCONJ
fuelectenerg-6946	662	37	it	it	PRON
fuelectenerg-6946	662	38	can	can	AUX
fuelectenerg-6946	662	39	be	be	AUX
fuelectenerg-6946	662	40	split	split	VERB
fuelectenerg-6946	662	41	into	into	ADP
fuelectenerg-6946	662	42	pieces	piece	NOUN
fuelectenerg-6946	662	43	and	and	CCONJ
fuelectenerg-6946	662	44	scatter	scatter	VERB
fuelectenerg-6946	662	45	onto	onto	ADP
fuelectenerg-6946	662	46	different	different	ADJ
fuelectenerg-6946	662	47	nodes	node	NOUN
fuelectenerg-6946	662	48	in	in	ADP
fuelectenerg-6946	662	49	distributed	distributed	ADJ
fuelectenerg-6946	662	50	environment	environment	NOUN
fuelectenerg-6946	662	51	.	.	PUNCT
fuelectenerg-6946	663	1	acknowledgments	acknowledgment	NOUN
fuelectenerg-6946	663	2	this	this	DET
fuelectenerg-6946	663	3	work	work	NOUN
fuelectenerg-6946	663	4	was	be	AUX
fuelectenerg-6946	663	5	supported	support	VERB
fuelectenerg-6946	663	6	by	by	ADP
fuelectenerg-6946	663	7	the	the	DET
fuelectenerg-6946	663	8	serbian	serbian	PROPN
fuelectenerg-6946	663	9	ministry	ministry	PROPN
fuelectenerg-6946	663	10	of	of	ADP
fuelectenerg-6946	663	11	education	education	PROPN
fuelectenerg-6946	663	12	,	,	PUNCT
fuelectenerg-6946	663	13	science	science	NOUN
fuelectenerg-6946	663	14	and	and	CCONJ
fuelectenerg-6946	663	15	technological	technological	ADJ
fuelectenerg-6946	663	16	development	development	NOUN
fuelectenerg-6946	663	17	[	[	X
fuelectenerg-6946	663	18	grant	grant	NOUN
fuelectenerg-6946	663	19	number	number	NOUN
fuelectenerg-6946	663	20	tr32012	tr32012	NOUN
fuelectenerg-6946	663	21	]	]	PUNCT
fuelectenerg-6946	663	22	.	.	PUNCT
fuelectenerg-6946	664	1	references	reference	NOUN
fuelectenerg-6946	664	2	[	[	X
fuelectenerg-6946	664	3	1	1	NUM
fuelectenerg-6946	664	4	]	]	PUNCT
fuelectenerg-6946	664	5	l.	l.	PROPN
fuelectenerg-6946	664	6	a.	a.	PROPN
fuelectenerg-6946	664	7	maglaras	maglaras	PROPN
fuelectenerg-6946	664	8	,	,	PUNCT
fuelectenerg-6946	664	9	k.-h	k.-h	NOUN
fuelectenerg-6946	664	10	.	.	PUNCT
fuelectenerg-6946	665	1	kim	kim	PROPN
fuelectenerg-6946	665	2	,	,	PUNCT
fuelectenerg-6946	665	3	h.	h.	PROPN
fuelectenerg-6946	665	4	janicke	janicke	PROPN
fuelectenerg-6946	665	5	,	,	PUNCT
fuelectenerg-6946	665	6	m.	m.	NOUN
fuelectenerg-6946	665	7	a.	a.	NOUN
fuelectenerg-6946	665	8	ferrag	ferrag	PROPN
fuelectenerg-6946	665	9	,	,	PUNCT
fuelectenerg-6946	665	10	s.	s.	PROPN
fuelectenerg-6946	665	11	rallis	rallis	PROPN
fuelectenerg-6946	665	12	,	,	PUNCT
fuelectenerg-6946	665	13	p.	p.	PROPN
fuelectenerg-6946	665	14	fragkou	fragkou	PROPN
fuelectenerg-6946	665	15	,	,	PUNCT
fuelectenerg-6946	665	16	a.	a.	NOUN
fuelectenerg-6946	665	17	maglaras	maglaras	PROPN
fuelectenerg-6946	665	18	,	,	PUNCT
fuelectenerg-6946	665	19	and	and	CCONJ
fuelectenerg-6946	665	20	t.	t.	PROPN
fuelectenerg-6946	665	21	j.	j.	PROPN
fuelectenerg-6946	665	22	cruz	cruz	PROPN
fuelectenerg-6946	665	23	,	,	PUNCT
fuelectenerg-6946	665	24	“	"	PUNCT
fuelectenerg-6946	665	25	cyber	cyber	ADJ
fuelectenerg-6946	665	26	security	security	NOUN
fuelectenerg-6946	665	27	of	of	ADP
fuelectenerg-6946	665	28	critical	critical	ADJ
fuelectenerg-6946	665	29	infrastructures	infrastructure	NOUN
fuelectenerg-6946	665	30	,	,	PUNCT
fuelectenerg-6946	665	31	”	"	PUNCT
fuelectenerg-6946	665	32	ict	ict	PROPN
fuelectenerg-6946	665	33	express	express	NOUN
fuelectenerg-6946	665	34	,	,	PUNCT
fuelectenerg-6946	665	35	vol	vol	NOUN
fuelectenerg-6946	665	36	.	.	PROPN
fuelectenerg-6946	665	37	4	4	NUM
fuelectenerg-6946	665	38	,	,	PUNCT
fuelectenerg-6946	665	39	no	no	INTJ
fuelectenerg-6946	665	40	.	.	NOUN
fuelectenerg-6946	665	41	1	1	NUM
fuelectenerg-6946	665	42	,	,	PUNCT
fuelectenerg-6946	665	43	pp	pp	ADJ
fuelectenerg-6946	665	44	.	.	PUNCT
fuelectenerg-6946	666	1	42–45	42–45	NUM
fuelectenerg-6946	666	2	,	,	PUNCT
fuelectenerg-6946	666	3	2018	2018	NUM
fuelectenerg-6946	666	4	.	.	PUNCT
fuelectenerg-6946	667	1	[	[	X
fuelectenerg-6946	667	2	2	2	NUM
fuelectenerg-6946	667	3	]	]	PUNCT
fuelectenerg-6946	667	4	m.	m.	NOUN
fuelectenerg-6946	667	5	a.	a.	NOUN
fuelectenerg-6946	667	6	ferrag	ferrag	PROPN
fuelectenerg-6946	667	7	,	,	PUNCT
fuelectenerg-6946	667	8	l.	l.	PROPN
fuelectenerg-6946	667	9	maglaras	maglaras	PROPN
fuelectenerg-6946	667	10	,	,	PUNCT
fuelectenerg-6946	667	11	s.	s.	PROPN
fuelectenerg-6946	667	12	moschoyiannis	moschoyiannis	PROPN
fuelectenerg-6946	667	13	,	,	PUNCT
fuelectenerg-6946	667	14	and	and	CCONJ
fuelectenerg-6946	667	15	h.	h.	PROPN
fuelectenerg-6946	667	16	janicke	janicke	PROPN
fuelectenerg-6946	667	17	,	,	PUNCT
fuelectenerg-6946	667	18	“	"	PUNCT
fuelectenerg-6946	667	19	deep	deep	ADJ
fuelectenerg-6946	667	20	learning	learning	NOUN
fuelectenerg-6946	667	21	for	for	ADP
fuelectenerg-6946	667	22	cyber	cyber	PROPN
fuelectenerg-6946	667	23	security	security	NOUN
fuelectenerg-6946	667	24	intrusion	intrusion	NOUN
fuelectenerg-6946	667	25	detection	detection	NOUN
fuelectenerg-6946	667	26	:	:	PUNCT
fuelectenerg-6946	667	27	approaches	approach	NOUN
fuelectenerg-6946	667	28	,	,	PUNCT
fuelectenerg-6946	667	29	datasets	dataset	NOUN
fuelectenerg-6946	667	30	,	,	PUNCT
fuelectenerg-6946	667	31	and	and	CCONJ
fuelectenerg-6946	667	32	comparative	comparative	ADJ
fuelectenerg-6946	667	33	study	study	NOUN
fuelectenerg-6946	667	34	,	,	PUNCT
fuelectenerg-6946	667	35	”	"	PUNCT
fuelectenerg-6946	667	36	journal	journal	NOUN
fuelectenerg-6946	667	37	of	of	ADP
fuelectenerg-6946	667	38	information	information	NOUN
fuelectenerg-6946	667	39	security	security	NOUN
fuelectenerg-6946	667	40	and	and	CCONJ
fuelectenerg-6946	667	41	applications	application	NOUN
fuelectenerg-6946	667	42	,	,	PUNCT
fuelectenerg-6946	667	43	vol	vol	NOUN
fuelectenerg-6946	667	44	.	.	PROPN
fuelectenerg-6946	668	1	50	50	NUM
fuelectenerg-6946	668	2	,	,	PUNCT
fuelectenerg-6946	668	3	pp	pp	ADJ
fuelectenerg-6946	668	4	.	.	PUNCT
fuelectenerg-6946	669	1	1–19	1–19	NOUN
fuelectenerg-6946	669	2	,	,	PUNCT
fuelectenerg-6946	669	3	2020	2020	NUM
fuelectenerg-6946	669	4	.	.	PUNCT
fuelectenerg-6946	670	1	[	[	X
fuelectenerg-6946	670	2	3	3	X
fuelectenerg-6946	670	3	]	]	PUNCT
fuelectenerg-6946	670	4	j.	j.	PROPN
fuelectenerg-6946	670	5	svoboda	svoboda	PROPN
fuelectenerg-6946	670	6	,	,	PUNCT
fuelectenerg-6946	670	7	i.	i.	NOUN
fuelectenerg-6946	670	8	ghafir	ghafir	PROPN
fuelectenerg-6946	670	9	,	,	PUNCT
fuelectenerg-6946	670	10	v.	v.	ADP
fuelectenerg-6946	670	11	prenosil	prenosil	PROPN
fuelectenerg-6946	670	12	et	et	PROPN
fuelectenerg-6946	670	13	al	al	PROPN
fuelectenerg-6946	670	14	.	.	PROPN
fuelectenerg-6946	670	15	,	,	PUNCT
fuelectenerg-6946	670	16	“	"	PUNCT
fuelectenerg-6946	670	17	network	network	NOUN
fuelectenerg-6946	670	18	monitoring	monitoring	NOUN
fuelectenerg-6946	670	19	approaches	approach	VERB
fuelectenerg-6946	670	20	:	:	PUNCT
fuelectenerg-6946	670	21	an	an	DET
fuelectenerg-6946	670	22	overview	overview	NOUN
fuelectenerg-6946	670	23	,	,	PUNCT
fuelectenerg-6946	670	24	”	"	PUNCT
fuelectenerg-6946	670	25	int	int	NOUN
fuelectenerg-6946	670	26	j	j	PROPN
fuelectenerg-6946	670	27	adv	adv	PROPN
fuelectenerg-6946	670	28	comput	comput	PROPN
fuelectenerg-6946	670	29	netw	netw	PROPN
fuelectenerg-6946	670	30	secur	secur	NOUN
fuelectenerg-6946	670	31	,	,	PUNCT
fuelectenerg-6946	670	32	vol	vol	NOUN
fuelectenerg-6946	670	33	.	.	PROPN
fuelectenerg-6946	670	34	5	5	NUM
fuelectenerg-6946	670	35	,	,	PUNCT
fuelectenerg-6946	670	36	no	no	INTJ
fuelectenerg-6946	670	37	.	.	NOUN
fuelectenerg-6946	670	38	2	2	NUM
fuelectenerg-6946	670	39	,	,	PUNCT
fuelectenerg-6946	670	40	pp	pp	ADJ
fuelectenerg-6946	670	41	.	.	PUNCT
fuelectenerg-6946	670	42	88–93	88–93	NUM
fuelectenerg-6946	670	43	,	,	PUNCT
fuelectenerg-6946	670	44	2015	2015	NUM
fuelectenerg-6946	670	45	.	.	PUNCT
fuelectenerg-6946	671	1	[	[	X
fuelectenerg-6946	671	2	4	4	NUM
fuelectenerg-6946	671	3	]	]	X
fuelectenerg-6946	671	4	i.	i.	NOUN
fuelectenerg-6946	671	5	ghafir	ghafir	PROPN
fuelectenerg-6946	671	6	,	,	PUNCT
fuelectenerg-6946	671	7	v.	v.	PROPN
fuelectenerg-6946	671	8	prenosil	prenosil	PROPN
fuelectenerg-6946	671	9	,	,	PUNCT
fuelectenerg-6946	671	10	j.	j.	PROPN
fuelectenerg-6946	671	11	svoboda	svoboda	PROPN
fuelectenerg-6946	671	12	,	,	PUNCT
fuelectenerg-6946	671	13	and	and	CCONJ
fuelectenerg-6946	671	14	m.	m.	NOUN
fuelectenerg-6946	671	15	hammoudeh	hammoudeh	PROPN
fuelectenerg-6946	671	16	,	,	PUNCT
fuelectenerg-6946	671	17	“	"	PUNCT
fuelectenerg-6946	671	18	a	a	DET
fuelectenerg-6946	671	19	survey	survey	NOUN
fuelectenerg-6946	671	20	on	on	ADP
fuelectenerg-6946	671	21	network	network	NOUN
fuelectenerg-6946	671	22	security	security	NOUN
fuelectenerg-6946	671	23	monitoring	monitoring	NOUN
fuelectenerg-6946	671	24	systems	system	NOUN
fuelectenerg-6946	671	25	,	,	PUNCT
fuelectenerg-6946	671	26	”	"	PUNCT
fuelectenerg-6946	671	27	in	in	ADP
fuelectenerg-6946	671	28	2016	2016	NUM
fuelectenerg-6946	671	29	ieee	ieee	NOUN
fuelectenerg-6946	671	30	4th	4th	ADJ
fuelectenerg-6946	671	31	international	international	ADJ
fuelectenerg-6946	671	32	conference	conference	NOUN
fuelectenerg-6946	671	33	on	on	ADP
fuelectenerg-6946	671	34	future	future	ADJ
fuelectenerg-6946	671	35	internet	internet	NOUN
fuelectenerg-6946	671	36	of	of	ADP
fuelectenerg-6946	671	37	things	thing	NOUN
fuelectenerg-6946	671	38	and	and	CCONJ
fuelectenerg-6946	671	39	cloud	cloud	NOUN
fuelectenerg-6946	671	40	workshops	workshop	NOUN
fuelectenerg-6946	671	41	(	(	PUNCT
fuelectenerg-6946	671	42	ficloudw	ficloudw	PROPN
fuelectenerg-6946	671	43	)	)	PUNCT
fuelectenerg-6946	671	44	.	.	PUNCT
fuelectenerg-6946	672	1	ieee	ieee	PROPN
fuelectenerg-6946	672	2	,	,	PUNCT
fuelectenerg-6946	672	3	2016	2016	NUM
fuelectenerg-6946	672	4	,	,	PUNCT
fuelectenerg-6946	672	5	pp	pp	ADV
fuelectenerg-6946	672	6	.	.	PUNCT
fuelectenerg-6946	673	1	77–82	77–82	X
fuelectenerg-6946	673	2	.	.	PUNCT
fuelectenerg-6946	674	1	[	[	X
fuelectenerg-6946	674	2	5	5	NUM
fuelectenerg-6946	674	3	]	]	X
fuelectenerg-6946	674	4	b.	b.	PROPN
fuelectenerg-6946	674	5	schneier	schneier	PROPN
fuelectenerg-6946	674	6	,	,	PUNCT
fuelectenerg-6946	674	7	“	"	PUNCT
fuelectenerg-6946	674	8	managed	manage	VERB
fuelectenerg-6946	674	9	security	security	NOUN
fuelectenerg-6946	674	10	monitoring	monitoring	NOUN
fuelectenerg-6946	674	11	:	:	PUNCT
fuelectenerg-6946	674	12	network	network	NOUN
fuelectenerg-6946	674	13	security	security	NOUN
fuelectenerg-6946	674	14	for	for	ADP
fuelectenerg-6946	674	15	the	the	DET
fuelectenerg-6946	674	16	21st	21st	ADJ
fuelectenerg-6946	674	17	century	century	NOUN
fuelectenerg-6946	674	18	,	,	PUNCT
fuelectenerg-6946	674	19	”	"	PUNCT
fuelectenerg-6946	674	20	computers	computer	NOUN
fuelectenerg-6946	674	21	&	&	CCONJ
fuelectenerg-6946	674	22	security	security	NOUN
fuelectenerg-6946	674	23	,	,	PUNCT
fuelectenerg-6946	674	24	vol	vol	NOUN
fuelectenerg-6946	674	25	.	.	PROPN
fuelectenerg-6946	674	26	20	20	NUM
fuelectenerg-6946	674	27	,	,	PUNCT
fuelectenerg-6946	674	28	no	no	INTJ
fuelectenerg-6946	674	29	.	.	NOUN
fuelectenerg-6946	674	30	6	6	NUM
fuelectenerg-6946	674	31	,	,	PUNCT
fuelectenerg-6946	674	32	pp	pp	ADJ
fuelectenerg-6946	674	33	.	.	PUNCT
fuelectenerg-6946	675	1	491–503	491–503	NUM
fuelectenerg-6946	675	2	,	,	PUNCT
fuelectenerg-6946	675	3	2001	2001	NUM
fuelectenerg-6946	675	4	.	.	PUNCT
fuelectenerg-6946	676	1	[	[	X
fuelectenerg-6946	676	2	6	6	NUM
fuelectenerg-6946	676	3	]	]	PUNCT
fuelectenerg-6946	676	4	g.	g.	PROPN
fuelectenerg-6946	676	5	kumar	kumar	PROPN
fuelectenerg-6946	676	6	,	,	PUNCT
fuelectenerg-6946	676	7	k.	k.	PROPN
fuelectenerg-6946	676	8	kumar	kumar	PROPN
fuelectenerg-6946	676	9	,	,	PUNCT
fuelectenerg-6946	676	10	and	and	CCONJ
fuelectenerg-6946	676	11	m.	m.	PROPN
fuelectenerg-6946	676	12	sachdeva	sachdeva	PROPN
fuelectenerg-6946	676	13	,	,	PUNCT
fuelectenerg-6946	676	14	“	"	PUNCT
fuelectenerg-6946	676	15	the	the	DET
fuelectenerg-6946	676	16	use	use	NOUN
fuelectenerg-6946	676	17	of	of	ADP
fuelectenerg-6946	676	18	artificial	artificial	ADJ
fuelectenerg-6946	676	19	intelligence	intelligence	NOUN
fuelectenerg-6946	676	20	based	base	VERB
fuelectenerg-6946	676	21	techniques	technique	NOUN
fuelectenerg-6946	676	22	for	for	ADP
fuelectenerg-6946	676	23	intrusion	intrusion	NOUN
fuelectenerg-6946	676	24	detection	detection	NOUN
fuelectenerg-6946	676	25	:	:	PUNCT
fuelectenerg-6946	676	26	a	a	DET
fuelectenerg-6946	676	27	review	review	NOUN
fuelectenerg-6946	676	28	,	,	PUNCT
fuelectenerg-6946	676	29	”	"	PUNCT
fuelectenerg-6946	676	30	artificial	artificial	ADJ
fuelectenerg-6946	676	31	intelligence	intelligence	NOUN
fuelectenerg-6946	676	32	review	review	NOUN
fuelectenerg-6946	676	33	,	,	PUNCT
fuelectenerg-6946	676	34	vol	vol	NOUN
fuelectenerg-6946	676	35	.	.	PROPN
fuelectenerg-6946	676	36	34	34	NUM
fuelectenerg-6946	676	37	,	,	PUNCT
fuelectenerg-6946	676	38	no	no	INTJ
fuelectenerg-6946	676	39	.	.	NOUN
fuelectenerg-6946	676	40	4	4	NUM
fuelectenerg-6946	676	41	,	,	PUNCT
fuelectenerg-6946	676	42	pp	pp	ADJ
fuelectenerg-6946	676	43	.	.	PUNCT
fuelectenerg-6946	677	1	369–387	369–387	NUM
fuelectenerg-6946	677	2	,	,	PUNCT
fuelectenerg-6946	677	3	2010	2010	NUM
fuelectenerg-6946	677	4	.	.	PUNCT
fuelectenerg-6946	678	1	[	[	X
fuelectenerg-6946	678	2	7	7	X
fuelectenerg-6946	678	3	]	]	PUNCT
fuelectenerg-6946	678	4	m.	m.	NOUN
fuelectenerg-6946	678	5	aldwairi	aldwairi	NOUN
fuelectenerg-6946	678	6	and	and	CCONJ
fuelectenerg-6946	678	7	d.	d.	PROPN
fuelectenerg-6946	678	8	alansari	alansari	PROPN
fuelectenerg-6946	678	9	,	,	PUNCT
fuelectenerg-6946	678	10	“	"	PUNCT
fuelectenerg-6946	678	11	exscind	exscind	NOUN
fuelectenerg-6946	678	12	:	:	PUNCT
fuelectenerg-6946	678	13	fast	fast	ADJ
fuelectenerg-6946	678	14	pattern	pattern	NOUN
fuelectenerg-6946	678	15	matching	match	VERB
fuelectenerg-6946	678	16	for	for	ADP
fuelectenerg-6946	678	17	intrusion	intrusion	NOUN
fuelectenerg-6946	678	18	detection	detection	NOUN
fuelectenerg-6946	678	19	using	use	VERB
fuelectenerg-6946	678	20	exclusion	exclusion	NOUN
fuelectenerg-6946	678	21	and	and	CCONJ
fuelectenerg-6946	678	22	inclusion	inclusion	NOUN
fuelectenerg-6946	678	23	filters	filter	NOUN
fuelectenerg-6946	678	24	,	,	PUNCT
fuelectenerg-6946	678	25	”	"	PUNCT
fuelectenerg-6946	678	26	in	in	ADP
fuelectenerg-6946	678	27	2011	2011	NUM
fuelectenerg-6946	678	28	7th	7th	ADJ
fuelectenerg-6946	678	29	international	international	ADJ
fuelectenerg-6946	678	30	conference	conference	NOUN
fuelectenerg-6946	678	31	on	on	ADP
fuelectenerg-6946	678	32	next	next	ADJ
fuelectenerg-6946	678	33	generation	generation	NOUN
fuelectenerg-6946	678	34	web	web	NOUN
fuelectenerg-6946	678	35	services	service	NOUN
fuelectenerg-6946	678	36	practices	practice	NOUN
fuelectenerg-6946	678	37	.	.	PUNCT
fuelectenerg-6946	679	1	ieee	ieee	PROPN
fuelectenerg-6946	679	2	,	,	PUNCT
fuelectenerg-6946	679	3	2011	2011	NUM
fuelectenerg-6946	679	4	,	,	PUNCT
fuelectenerg-6946	679	5	pp	pp	ADJ
fuelectenerg-6946	679	6	.	.	PUNCT
fuelectenerg-6946	680	1	24–30	24–30	NUM
fuelectenerg-6946	680	2	.	.	PUNCT
fuelectenerg-6946	681	1	[	[	X
fuelectenerg-6946	681	2	8	8	NUM
fuelectenerg-6946	681	3	]	]	X
fuelectenerg-6946	681	4	d.	d.	PROPN
fuelectenerg-6946	681	5	xu	xu	PROPN
fuelectenerg-6946	681	6	,	,	PUNCT
fuelectenerg-6946	681	7	h.	h.	PROPN
fuelectenerg-6946	681	8	zhang	zhang	PROPN
fuelectenerg-6946	681	9	,	,	PUNCT
fuelectenerg-6946	681	10	and	and	CCONJ
fuelectenerg-6946	681	11	y.	y.	PROPN
fuelectenerg-6946	681	12	fan	fan	PROPN
fuelectenerg-6946	681	13	,	,	PUNCT
fuelectenerg-6946	681	14	“	"	PUNCT
fuelectenerg-6946	681	15	the	the	DET
fuelectenerg-6946	681	16	gpu	gpu	NOUN
fuelectenerg-6946	681	17	-	-	PUNCT
fuelectenerg-6946	681	18	based	base	VERB
fuelectenerg-6946	681	19	high	high	ADJ
fuelectenerg-6946	681	20	-	-	PUNCT
fuelectenerg-6946	681	21	performance	performance	NOUN
fuelectenerg-6946	681	22	patternmatching	patternmatching	NOUN
fuelectenerg-6946	681	23	algorithm	algorithm	NOUN
fuelectenerg-6946	681	24	for	for	ADP
fuelectenerg-6946	681	25	intrusion	intrusion	NOUN
fuelectenerg-6946	681	26	detection	detection	NOUN
fuelectenerg-6946	681	27	,	,	PUNCT
fuelectenerg-6946	681	28	”	"	PUNCT
fuelectenerg-6946	681	29	journal	journal	NOUN
fuelectenerg-6946	681	30	of	of	ADP
fuelectenerg-6946	681	31	computational	computational	ADJ
fuelectenerg-6946	681	32	information	information	NOUN
fuelectenerg-6946	681	33	systems	system	NOUN
fuelectenerg-6946	681	34	,	,	PUNCT
fuelectenerg-6946	681	35	pp	pp	ADJ
fuelectenerg-6946	681	36	.	.	PUNCT
fuelectenerg-6946	681	37	3791–3800	3791–3800	NUM
fuelectenerg-6946	681	38	,	,	PUNCT
fuelectenerg-6946	681	39	2013	2013	NUM
fuelectenerg-6946	681	40	.	.	PUNCT
fuelectenerg-6946	682	1	256	256	NUM
fuelectenerg-6946	682	2	v.	v.	ADP
fuelectenerg-6946	682	3	ćirić	ćirić	NOUN
fuelectenerg-6946	682	4	,	,	PUNCT
fuelectenerg-6946	682	5	d.	d.	PROPN
fuelectenerg-6946	682	6	cvetković	cvetković	PROPN
fuelectenerg-6946	682	7	,	,	PUNCT
fuelectenerg-6946	682	8	n.	n.	PROPN
fuelectenerg-6946	682	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	682	10	,	,	PUNCT
fuelectenerg-6946	682	11	n.	n.	PROPN
fuelectenerg-6946	682	12	stojanović	stojanović	PROPN
fuelectenerg-6946	682	13	,	,	PUNCT
fuelectenerg-6946	682	14	i.	i.	PROPN
fuelectenerg-6946	682	15	milentijević	milentijević	PROPN
fuelectenerg-6946	682	16	input	input	PROPN
fuelectenerg-6946	682	17	splits	split	VERB
fuelectenerg-6946	682	18	design	design	NOUN
fuelectenerg-6946	682	19	techniques	technique	NOUN
fuelectenerg-6946	682	20	for	for	ADP
fuelectenerg-6946	682	21	ids	id	NOUN
fuelectenerg-6946	682	22	on	on	ADP
fuelectenerg-6946	682	23	hadoop	hadoop	NOUN
fuelectenerg-6946	682	24	cluster	cluster	NOUN
fuelectenerg-6946	682	25	257	257	NUM
fuelectenerg-6946	682	26	18	18	NUM
fuelectenerg-6946	682	27	v.ciric	v.ciric	NOUN
fuelectenerg-6946	682	28	et	et	PROPN
fuelectenerg-6946	682	29	al	al	PROPN
fuelectenerg-6946	682	30	.	.	PROPN
fuelectenerg-6946	683	1	slow	slow	VERB
fuelectenerg-6946	683	2	down	down	ADP
fuelectenerg-6946	683	3	the	the	DET
fuelectenerg-6946	683	4	processing	processing	NOUN
fuelectenerg-6946	683	5	time	time	NOUN
fuelectenerg-6946	683	6	,	,	PUNCT
fuelectenerg-6946	683	7	in	in	ADP
fuelectenerg-6946	683	8	our	our	PRON
fuelectenerg-6946	683	9	case	case	NOUN
fuelectenerg-6946	683	10	,	,	PUNCT
fuelectenerg-6946	683	11	for	for	ADP
fuelectenerg-6946	683	12	nearly	nearly	ADV
fuelectenerg-6946	683	13	20	20	NUM
fuelectenerg-6946	683	14	%	%	NOUN
fuelectenerg-6946	683	15	.	.	PUNCT
fuelectenerg-6946	684	1	the	the	DET
fuelectenerg-6946	684	2	scalability	scalability	NOUN
fuelectenerg-6946	684	3	of	of	ADP
fuelectenerg-6946	684	4	the	the	DET
fuelectenerg-6946	684	5	system	system	NOUN
fuelectenerg-6946	684	6	was	be	AUX
fuelectenerg-6946	684	7	also	also	ADV
fuelectenerg-6946	684	8	discussed	discuss	VERB
fuelectenerg-6946	684	9	.	.	PUNCT
fuelectenerg-6946	685	1	the	the	DET
fuelectenerg-6946	685	2	proposed	propose	VERB
fuelectenerg-6946	685	3	techniques	technique	NOUN
fuelectenerg-6946	685	4	deal	deal	VERB
fuelectenerg-6946	685	5	with	with	ADP
fuelectenerg-6946	685	6	specific	specific	ADJ
fuelectenerg-6946	685	7	type	type	NOUN
fuelectenerg-6946	685	8	of	of	ADP
fuelectenerg-6946	685	9	input	input	NOUN
fuelectenerg-6946	685	10	data	datum	NOUN
fuelectenerg-6946	685	11	,	,	PUNCT
fuelectenerg-6946	685	12	i.e.	i.e.	X
fuelectenerg-6946	685	13	network	network	NOUN
fuelectenerg-6946	685	14	traffic	traffic	NOUN
fuelectenerg-6946	685	15	packets	packet	NOUN
fuelectenerg-6946	685	16	,	,	PUNCT
fuelectenerg-6946	685	17	but	but	CCONJ
fuelectenerg-6946	685	18	they	they	PRON
fuelectenerg-6946	685	19	can	can	AUX
fuelectenerg-6946	685	20	be	be	AUX
fuelectenerg-6946	685	21	easily	easily	ADV
fuelectenerg-6946	685	22	generalized	generalize	VERB
fuelectenerg-6946	685	23	to	to	PART
fuelectenerg-6946	685	24	deal	deal	VERB
fuelectenerg-6946	685	25	with	with	ADP
fuelectenerg-6946	685	26	any	any	DET
fuelectenerg-6946	685	27	type	type	NOUN
fuelectenerg-6946	685	28	of	of	ADP
fuelectenerg-6946	685	29	sensitive	sensitive	ADJ
fuelectenerg-6946	685	30	data	datum	NOUN
fuelectenerg-6946	685	31	which	which	PRON
fuelectenerg-6946	685	32	need	need	VERB
fuelectenerg-6946	685	33	a	a	DET
fuelectenerg-6946	685	34	special	special	ADJ
fuelectenerg-6946	685	35	attention	attention	NOUN
fuelectenerg-6946	685	36	before	before	SCONJ
fuelectenerg-6946	685	37	it	it	PRON
fuelectenerg-6946	685	38	can	can	AUX
fuelectenerg-6946	685	39	be	be	AUX
fuelectenerg-6946	685	40	split	split	VERB
fuelectenerg-6946	685	41	into	into	ADP
fuelectenerg-6946	685	42	pieces	piece	NOUN
fuelectenerg-6946	685	43	and	and	CCONJ
fuelectenerg-6946	685	44	scatter	scatter	VERB
fuelectenerg-6946	685	45	onto	onto	ADP
fuelectenerg-6946	685	46	different	different	ADJ
fuelectenerg-6946	685	47	nodes	node	NOUN
fuelectenerg-6946	685	48	in	in	ADP
fuelectenerg-6946	685	49	distributed	distributed	ADJ
fuelectenerg-6946	685	50	environment	environment	NOUN
fuelectenerg-6946	685	51	.	.	PUNCT
fuelectenerg-6946	686	1	acknowledgments	acknowledgment	NOUN
fuelectenerg-6946	686	2	this	this	DET
fuelectenerg-6946	686	3	work	work	NOUN
fuelectenerg-6946	686	4	was	be	AUX
fuelectenerg-6946	686	5	supported	support	VERB
fuelectenerg-6946	686	6	by	by	ADP
fuelectenerg-6946	686	7	the	the	DET
fuelectenerg-6946	686	8	serbian	serbian	PROPN
fuelectenerg-6946	686	9	ministry	ministry	PROPN
fuelectenerg-6946	686	10	of	of	ADP
fuelectenerg-6946	686	11	education	education	PROPN
fuelectenerg-6946	686	12	,	,	PUNCT
fuelectenerg-6946	686	13	science	science	NOUN
fuelectenerg-6946	686	14	and	and	CCONJ
fuelectenerg-6946	686	15	technological	technological	ADJ
fuelectenerg-6946	686	16	development	development	NOUN
fuelectenerg-6946	686	17	[	[	X
fuelectenerg-6946	686	18	grant	grant	NOUN
fuelectenerg-6946	686	19	number	number	NOUN
fuelectenerg-6946	686	20	tr32012	tr32012	NOUN
fuelectenerg-6946	686	21	]	]	PUNCT
fuelectenerg-6946	686	22	.	.	PUNCT
fuelectenerg-6946	687	1	references	reference	NOUN
fuelectenerg-6946	687	2	[	[	X
fuelectenerg-6946	687	3	1	1	NUM
fuelectenerg-6946	687	4	]	]	PUNCT
fuelectenerg-6946	687	5	l.	l.	PROPN
fuelectenerg-6946	687	6	a.	a.	PROPN
fuelectenerg-6946	687	7	maglaras	maglaras	PROPN
fuelectenerg-6946	687	8	,	,	PUNCT
fuelectenerg-6946	687	9	k.-h	k.-h	NOUN
fuelectenerg-6946	687	10	.	.	PUNCT
fuelectenerg-6946	688	1	kim	kim	PROPN
fuelectenerg-6946	688	2	,	,	PUNCT
fuelectenerg-6946	688	3	h.	h.	PROPN
fuelectenerg-6946	688	4	janicke	janicke	PROPN
fuelectenerg-6946	688	5	,	,	PUNCT
fuelectenerg-6946	688	6	m.	m.	NOUN
fuelectenerg-6946	688	7	a.	a.	NOUN
fuelectenerg-6946	688	8	ferrag	ferrag	PROPN
fuelectenerg-6946	688	9	,	,	PUNCT
fuelectenerg-6946	688	10	s.	s.	PROPN
fuelectenerg-6946	688	11	rallis	rallis	PROPN
fuelectenerg-6946	688	12	,	,	PUNCT
fuelectenerg-6946	688	13	p.	p.	PROPN
fuelectenerg-6946	688	14	fragkou	fragkou	PROPN
fuelectenerg-6946	688	15	,	,	PUNCT
fuelectenerg-6946	688	16	a.	a.	NOUN
fuelectenerg-6946	688	17	maglaras	maglaras	PROPN
fuelectenerg-6946	688	18	,	,	PUNCT
fuelectenerg-6946	688	19	and	and	CCONJ
fuelectenerg-6946	688	20	t.	t.	PROPN
fuelectenerg-6946	688	21	j.	j.	PROPN
fuelectenerg-6946	688	22	cruz	cruz	PROPN
fuelectenerg-6946	688	23	,	,	PUNCT
fuelectenerg-6946	688	24	“	"	PUNCT
fuelectenerg-6946	688	25	cyber	cyber	ADJ
fuelectenerg-6946	688	26	security	security	NOUN
fuelectenerg-6946	688	27	of	of	ADP
fuelectenerg-6946	688	28	critical	critical	ADJ
fuelectenerg-6946	688	29	infrastructures	infrastructure	NOUN
fuelectenerg-6946	688	30	,	,	PUNCT
fuelectenerg-6946	688	31	”	"	PUNCT
fuelectenerg-6946	688	32	ict	ict	PROPN
fuelectenerg-6946	688	33	express	express	NOUN
fuelectenerg-6946	688	34	,	,	PUNCT
fuelectenerg-6946	688	35	vol	vol	NOUN
fuelectenerg-6946	688	36	.	.	PROPN
fuelectenerg-6946	688	37	4	4	NUM
fuelectenerg-6946	688	38	,	,	PUNCT
fuelectenerg-6946	688	39	no	no	INTJ
fuelectenerg-6946	688	40	.	.	NOUN
fuelectenerg-6946	688	41	1	1	NUM
fuelectenerg-6946	688	42	,	,	PUNCT
fuelectenerg-6946	688	43	pp	pp	ADJ
fuelectenerg-6946	688	44	.	.	PUNCT
fuelectenerg-6946	689	1	42–45	42–45	NUM
fuelectenerg-6946	689	2	,	,	PUNCT
fuelectenerg-6946	689	3	2018	2018	NUM
fuelectenerg-6946	689	4	.	.	PUNCT
fuelectenerg-6946	690	1	[	[	X
fuelectenerg-6946	690	2	2	2	NUM
fuelectenerg-6946	690	3	]	]	PUNCT
fuelectenerg-6946	690	4	m.	m.	NOUN
fuelectenerg-6946	690	5	a.	a.	NOUN
fuelectenerg-6946	690	6	ferrag	ferrag	PROPN
fuelectenerg-6946	690	7	,	,	PUNCT
fuelectenerg-6946	690	8	l.	l.	PROPN
fuelectenerg-6946	690	9	maglaras	maglaras	PROPN
fuelectenerg-6946	690	10	,	,	PUNCT
fuelectenerg-6946	690	11	s.	s.	PROPN
fuelectenerg-6946	690	12	moschoyiannis	moschoyiannis	PROPN
fuelectenerg-6946	690	13	,	,	PUNCT
fuelectenerg-6946	690	14	and	and	CCONJ
fuelectenerg-6946	690	15	h.	h.	PROPN
fuelectenerg-6946	690	16	janicke	janicke	PROPN
fuelectenerg-6946	690	17	,	,	PUNCT
fuelectenerg-6946	690	18	“	"	PUNCT
fuelectenerg-6946	690	19	deep	deep	ADJ
fuelectenerg-6946	690	20	learning	learning	NOUN
fuelectenerg-6946	690	21	for	for	ADP
fuelectenerg-6946	690	22	cyber	cyber	PROPN
fuelectenerg-6946	690	23	security	security	NOUN
fuelectenerg-6946	690	24	intrusion	intrusion	NOUN
fuelectenerg-6946	690	25	detection	detection	NOUN
fuelectenerg-6946	690	26	:	:	PUNCT
fuelectenerg-6946	690	27	approaches	approach	NOUN
fuelectenerg-6946	690	28	,	,	PUNCT
fuelectenerg-6946	690	29	datasets	dataset	NOUN
fuelectenerg-6946	690	30	,	,	PUNCT
fuelectenerg-6946	690	31	and	and	CCONJ
fuelectenerg-6946	690	32	comparative	comparative	ADJ
fuelectenerg-6946	690	33	study	study	NOUN
fuelectenerg-6946	690	34	,	,	PUNCT
fuelectenerg-6946	690	35	”	"	PUNCT
fuelectenerg-6946	690	36	journal	journal	NOUN
fuelectenerg-6946	690	37	of	of	ADP
fuelectenerg-6946	690	38	information	information	NOUN
fuelectenerg-6946	690	39	security	security	NOUN
fuelectenerg-6946	690	40	and	and	CCONJ
fuelectenerg-6946	690	41	applications	application	NOUN
fuelectenerg-6946	690	42	,	,	PUNCT
fuelectenerg-6946	690	43	vol	vol	NOUN
fuelectenerg-6946	690	44	.	.	PROPN
fuelectenerg-6946	691	1	50	50	NUM
fuelectenerg-6946	691	2	,	,	PUNCT
fuelectenerg-6946	691	3	pp	pp	ADJ
fuelectenerg-6946	691	4	.	.	PUNCT
fuelectenerg-6946	692	1	1–19	1–19	NOUN
fuelectenerg-6946	692	2	,	,	PUNCT
fuelectenerg-6946	692	3	2020	2020	NUM
fuelectenerg-6946	692	4	.	.	PUNCT
fuelectenerg-6946	693	1	[	[	X
fuelectenerg-6946	693	2	3	3	X
fuelectenerg-6946	693	3	]	]	PUNCT
fuelectenerg-6946	693	4	j.	j.	PROPN
fuelectenerg-6946	693	5	svoboda	svoboda	PROPN
fuelectenerg-6946	693	6	,	,	PUNCT
fuelectenerg-6946	693	7	i.	i.	NOUN
fuelectenerg-6946	693	8	ghafir	ghafir	PROPN
fuelectenerg-6946	693	9	,	,	PUNCT
fuelectenerg-6946	693	10	v.	v.	ADP
fuelectenerg-6946	693	11	prenosil	prenosil	PROPN
fuelectenerg-6946	693	12	et	et	PROPN
fuelectenerg-6946	693	13	al	al	PROPN
fuelectenerg-6946	693	14	.	.	PROPN
fuelectenerg-6946	693	15	,	,	PUNCT
fuelectenerg-6946	693	16	“	"	PUNCT
fuelectenerg-6946	693	17	network	network	NOUN
fuelectenerg-6946	693	18	monitoring	monitoring	NOUN
fuelectenerg-6946	693	19	approaches	approach	VERB
fuelectenerg-6946	693	20	:	:	PUNCT
fuelectenerg-6946	693	21	an	an	DET
fuelectenerg-6946	693	22	overview	overview	NOUN
fuelectenerg-6946	693	23	,	,	PUNCT
fuelectenerg-6946	693	24	”	"	PUNCT
fuelectenerg-6946	693	25	int	int	NOUN
fuelectenerg-6946	693	26	j	j	PROPN
fuelectenerg-6946	693	27	adv	adv	PROPN
fuelectenerg-6946	693	28	comput	comput	PROPN
fuelectenerg-6946	693	29	netw	netw	PROPN
fuelectenerg-6946	693	30	secur	secur	NOUN
fuelectenerg-6946	693	31	,	,	PUNCT
fuelectenerg-6946	693	32	vol	vol	NOUN
fuelectenerg-6946	693	33	.	.	PROPN
fuelectenerg-6946	693	34	5	5	NUM
fuelectenerg-6946	693	35	,	,	PUNCT
fuelectenerg-6946	693	36	no	no	INTJ
fuelectenerg-6946	693	37	.	.	NOUN
fuelectenerg-6946	693	38	2	2	NUM
fuelectenerg-6946	693	39	,	,	PUNCT
fuelectenerg-6946	693	40	pp	pp	ADJ
fuelectenerg-6946	693	41	.	.	PUNCT
fuelectenerg-6946	693	42	88–93	88–93	NUM
fuelectenerg-6946	693	43	,	,	PUNCT
fuelectenerg-6946	693	44	2015	2015	NUM
fuelectenerg-6946	693	45	.	.	PUNCT
fuelectenerg-6946	694	1	[	[	X
fuelectenerg-6946	694	2	4	4	NUM
fuelectenerg-6946	694	3	]	]	X
fuelectenerg-6946	694	4	i.	i.	NOUN
fuelectenerg-6946	694	5	ghafir	ghafir	PROPN
fuelectenerg-6946	694	6	,	,	PUNCT
fuelectenerg-6946	694	7	v.	v.	PROPN
fuelectenerg-6946	694	8	prenosil	prenosil	PROPN
fuelectenerg-6946	694	9	,	,	PUNCT
fuelectenerg-6946	694	10	j.	j.	PROPN
fuelectenerg-6946	694	11	svoboda	svoboda	PROPN
fuelectenerg-6946	694	12	,	,	PUNCT
fuelectenerg-6946	694	13	and	and	CCONJ
fuelectenerg-6946	694	14	m.	m.	NOUN
fuelectenerg-6946	694	15	hammoudeh	hammoudeh	PROPN
fuelectenerg-6946	694	16	,	,	PUNCT
fuelectenerg-6946	694	17	“	"	PUNCT
fuelectenerg-6946	694	18	a	a	DET
fuelectenerg-6946	694	19	survey	survey	NOUN
fuelectenerg-6946	694	20	on	on	ADP
fuelectenerg-6946	694	21	network	network	NOUN
fuelectenerg-6946	694	22	security	security	NOUN
fuelectenerg-6946	694	23	monitoring	monitoring	NOUN
fuelectenerg-6946	694	24	systems	system	NOUN
fuelectenerg-6946	694	25	,	,	PUNCT
fuelectenerg-6946	694	26	”	"	PUNCT
fuelectenerg-6946	694	27	in	in	ADP
fuelectenerg-6946	694	28	2016	2016	NUM
fuelectenerg-6946	694	29	ieee	ieee	NOUN
fuelectenerg-6946	694	30	4th	4th	ADJ
fuelectenerg-6946	694	31	international	international	ADJ
fuelectenerg-6946	694	32	conference	conference	NOUN
fuelectenerg-6946	694	33	on	on	ADP
fuelectenerg-6946	694	34	future	future	ADJ
fuelectenerg-6946	694	35	internet	internet	NOUN
fuelectenerg-6946	694	36	of	of	ADP
fuelectenerg-6946	694	37	things	thing	NOUN
fuelectenerg-6946	694	38	and	and	CCONJ
fuelectenerg-6946	694	39	cloud	cloud	NOUN
fuelectenerg-6946	694	40	workshops	workshop	NOUN
fuelectenerg-6946	694	41	(	(	PUNCT
fuelectenerg-6946	694	42	ficloudw	ficloudw	PROPN
fuelectenerg-6946	694	43	)	)	PUNCT
fuelectenerg-6946	694	44	.	.	PUNCT
fuelectenerg-6946	695	1	ieee	ieee	PROPN
fuelectenerg-6946	695	2	,	,	PUNCT
fuelectenerg-6946	695	3	2016	2016	NUM
fuelectenerg-6946	695	4	,	,	PUNCT
fuelectenerg-6946	695	5	pp	pp	ADV
fuelectenerg-6946	695	6	.	.	PUNCT
fuelectenerg-6946	696	1	77–82	77–82	X
fuelectenerg-6946	696	2	.	.	PUNCT
fuelectenerg-6946	697	1	[	[	X
fuelectenerg-6946	697	2	5	5	NUM
fuelectenerg-6946	697	3	]	]	X
fuelectenerg-6946	697	4	b.	b.	PROPN
fuelectenerg-6946	697	5	schneier	schneier	PROPN
fuelectenerg-6946	697	6	,	,	PUNCT
fuelectenerg-6946	697	7	“	"	PUNCT
fuelectenerg-6946	697	8	managed	manage	VERB
fuelectenerg-6946	697	9	security	security	NOUN
fuelectenerg-6946	697	10	monitoring	monitoring	NOUN
fuelectenerg-6946	697	11	:	:	PUNCT
fuelectenerg-6946	697	12	network	network	NOUN
fuelectenerg-6946	697	13	security	security	NOUN
fuelectenerg-6946	697	14	for	for	ADP
fuelectenerg-6946	697	15	the	the	DET
fuelectenerg-6946	697	16	21st	21st	ADJ
fuelectenerg-6946	697	17	century	century	NOUN
fuelectenerg-6946	697	18	,	,	PUNCT
fuelectenerg-6946	697	19	”	"	PUNCT
fuelectenerg-6946	697	20	computers	computer	NOUN
fuelectenerg-6946	697	21	&	&	CCONJ
fuelectenerg-6946	697	22	security	security	NOUN
fuelectenerg-6946	697	23	,	,	PUNCT
fuelectenerg-6946	697	24	vol	vol	NOUN
fuelectenerg-6946	697	25	.	.	PROPN
fuelectenerg-6946	697	26	20	20	NUM
fuelectenerg-6946	697	27	,	,	PUNCT
fuelectenerg-6946	697	28	no	no	INTJ
fuelectenerg-6946	697	29	.	.	NOUN
fuelectenerg-6946	697	30	6	6	NUM
fuelectenerg-6946	697	31	,	,	PUNCT
fuelectenerg-6946	697	32	pp	pp	ADJ
fuelectenerg-6946	697	33	.	.	PUNCT
fuelectenerg-6946	698	1	491–503	491–503	NUM
fuelectenerg-6946	698	2	,	,	PUNCT
fuelectenerg-6946	698	3	2001	2001	NUM
fuelectenerg-6946	698	4	.	.	PUNCT
fuelectenerg-6946	699	1	[	[	X
fuelectenerg-6946	699	2	6	6	NUM
fuelectenerg-6946	699	3	]	]	PUNCT
fuelectenerg-6946	699	4	g.	g.	PROPN
fuelectenerg-6946	699	5	kumar	kumar	PROPN
fuelectenerg-6946	699	6	,	,	PUNCT
fuelectenerg-6946	699	7	k.	k.	PROPN
fuelectenerg-6946	699	8	kumar	kumar	PROPN
fuelectenerg-6946	699	9	,	,	PUNCT
fuelectenerg-6946	699	10	and	and	CCONJ
fuelectenerg-6946	699	11	m.	m.	PROPN
fuelectenerg-6946	699	12	sachdeva	sachdeva	PROPN
fuelectenerg-6946	699	13	,	,	PUNCT
fuelectenerg-6946	699	14	“	"	PUNCT
fuelectenerg-6946	699	15	the	the	DET
fuelectenerg-6946	699	16	use	use	NOUN
fuelectenerg-6946	699	17	of	of	ADP
fuelectenerg-6946	699	18	artificial	artificial	ADJ
fuelectenerg-6946	699	19	intelligence	intelligence	NOUN
fuelectenerg-6946	699	20	based	base	VERB
fuelectenerg-6946	699	21	techniques	technique	NOUN
fuelectenerg-6946	699	22	for	for	ADP
fuelectenerg-6946	699	23	intrusion	intrusion	NOUN
fuelectenerg-6946	699	24	detection	detection	NOUN
fuelectenerg-6946	699	25	:	:	PUNCT
fuelectenerg-6946	699	26	a	a	DET
fuelectenerg-6946	699	27	review	review	NOUN
fuelectenerg-6946	699	28	,	,	PUNCT
fuelectenerg-6946	699	29	”	"	PUNCT
fuelectenerg-6946	699	30	artificial	artificial	ADJ
fuelectenerg-6946	699	31	intelligence	intelligence	NOUN
fuelectenerg-6946	699	32	review	review	NOUN
fuelectenerg-6946	699	33	,	,	PUNCT
fuelectenerg-6946	699	34	vol	vol	NOUN
fuelectenerg-6946	699	35	.	.	PROPN
fuelectenerg-6946	699	36	34	34	NUM
fuelectenerg-6946	699	37	,	,	PUNCT
fuelectenerg-6946	699	38	no	no	INTJ
fuelectenerg-6946	699	39	.	.	NOUN
fuelectenerg-6946	699	40	4	4	NUM
fuelectenerg-6946	699	41	,	,	PUNCT
fuelectenerg-6946	699	42	pp	pp	ADJ
fuelectenerg-6946	699	43	.	.	PUNCT
fuelectenerg-6946	700	1	369–387	369–387	NUM
fuelectenerg-6946	700	2	,	,	PUNCT
fuelectenerg-6946	700	3	2010	2010	NUM
fuelectenerg-6946	700	4	.	.	PUNCT
fuelectenerg-6946	701	1	[	[	X
fuelectenerg-6946	701	2	7	7	X
fuelectenerg-6946	701	3	]	]	PUNCT
fuelectenerg-6946	701	4	m.	m.	NOUN
fuelectenerg-6946	701	5	aldwairi	aldwairi	NOUN
fuelectenerg-6946	701	6	and	and	CCONJ
fuelectenerg-6946	701	7	d.	d.	PROPN
fuelectenerg-6946	701	8	alansari	alansari	PROPN
fuelectenerg-6946	701	9	,	,	PUNCT
fuelectenerg-6946	701	10	“	"	PUNCT
fuelectenerg-6946	701	11	exscind	exscind	NOUN
fuelectenerg-6946	701	12	:	:	PUNCT
fuelectenerg-6946	701	13	fast	fast	ADJ
fuelectenerg-6946	701	14	pattern	pattern	NOUN
fuelectenerg-6946	701	15	matching	match	VERB
fuelectenerg-6946	701	16	for	for	ADP
fuelectenerg-6946	701	17	intrusion	intrusion	NOUN
fuelectenerg-6946	701	18	detection	detection	NOUN
fuelectenerg-6946	701	19	using	use	VERB
fuelectenerg-6946	701	20	exclusion	exclusion	NOUN
fuelectenerg-6946	701	21	and	and	CCONJ
fuelectenerg-6946	701	22	inclusion	inclusion	NOUN
fuelectenerg-6946	701	23	filters	filter	NOUN
fuelectenerg-6946	701	24	,	,	PUNCT
fuelectenerg-6946	701	25	”	"	PUNCT
fuelectenerg-6946	701	26	in	in	ADP
fuelectenerg-6946	701	27	2011	2011	NUM
fuelectenerg-6946	701	28	7th	7th	ADJ
fuelectenerg-6946	701	29	international	international	ADJ
fuelectenerg-6946	701	30	conference	conference	NOUN
fuelectenerg-6946	701	31	on	on	ADP
fuelectenerg-6946	701	32	next	next	ADJ
fuelectenerg-6946	701	33	generation	generation	NOUN
fuelectenerg-6946	701	34	web	web	NOUN
fuelectenerg-6946	701	35	services	service	NOUN
fuelectenerg-6946	701	36	practices	practice	NOUN
fuelectenerg-6946	701	37	.	.	PUNCT
fuelectenerg-6946	702	1	ieee	ieee	PROPN
fuelectenerg-6946	702	2	,	,	PUNCT
fuelectenerg-6946	702	3	2011	2011	NUM
fuelectenerg-6946	702	4	,	,	PUNCT
fuelectenerg-6946	702	5	pp	pp	ADJ
fuelectenerg-6946	702	6	.	.	PUNCT
fuelectenerg-6946	703	1	24–30	24–30	NUM
fuelectenerg-6946	703	2	.	.	PUNCT
fuelectenerg-6946	704	1	[	[	X
fuelectenerg-6946	704	2	8	8	NUM
fuelectenerg-6946	704	3	]	]	X
fuelectenerg-6946	704	4	d.	d.	PROPN
fuelectenerg-6946	704	5	xu	xu	PROPN
fuelectenerg-6946	704	6	,	,	PUNCT
fuelectenerg-6946	704	7	h.	h.	PROPN
fuelectenerg-6946	704	8	zhang	zhang	PROPN
fuelectenerg-6946	704	9	,	,	PUNCT
fuelectenerg-6946	704	10	and	and	CCONJ
fuelectenerg-6946	704	11	y.	y.	PROPN
fuelectenerg-6946	704	12	fan	fan	PROPN
fuelectenerg-6946	704	13	,	,	PUNCT
fuelectenerg-6946	704	14	“	"	PUNCT
fuelectenerg-6946	704	15	the	the	DET
fuelectenerg-6946	704	16	gpu	gpu	NOUN
fuelectenerg-6946	704	17	-	-	PUNCT
fuelectenerg-6946	704	18	based	base	VERB
fuelectenerg-6946	704	19	high	high	ADJ
fuelectenerg-6946	704	20	-	-	PUNCT
fuelectenerg-6946	704	21	performance	performance	NOUN
fuelectenerg-6946	704	22	patternmatching	patternmatching	NOUN
fuelectenerg-6946	704	23	algorithm	algorithm	NOUN
fuelectenerg-6946	704	24	for	for	ADP
fuelectenerg-6946	704	25	intrusion	intrusion	NOUN
fuelectenerg-6946	704	26	detection	detection	NOUN
fuelectenerg-6946	704	27	,	,	PUNCT
fuelectenerg-6946	704	28	”	"	PUNCT
fuelectenerg-6946	704	29	journal	journal	NOUN
fuelectenerg-6946	704	30	of	of	ADP
fuelectenerg-6946	704	31	computational	computational	ADJ
fuelectenerg-6946	704	32	information	information	NOUN
fuelectenerg-6946	704	33	systems	system	NOUN
fuelectenerg-6946	704	34	,	,	PUNCT
fuelectenerg-6946	704	35	pp	pp	ADJ
fuelectenerg-6946	704	36	.	.	PUNCT
fuelectenerg-6946	704	37	3791–3800	3791–3800	NUM
fuelectenerg-6946	704	38	,	,	PUNCT
fuelectenerg-6946	704	39	2013	2013	NUM
fuelectenerg-6946	704	40	.	.	PUNCT
fuelectenerg-6946	705	1	input	input	NOUN
fuelectenerg-6946	705	2	splits	split	VERB
fuelectenerg-6946	705	3	design	design	NOUN
fuelectenerg-6946	705	4	techniques	technique	NOUN
fuelectenerg-6946	705	5	for	for	ADP
fuelectenerg-6946	705	6	ids	id	NOUN
fuelectenerg-6946	705	7	on	on	ADP
fuelectenerg-6946	705	8	hadoop	hadoop	NOUN
fuelectenerg-6946	705	9	cluster	cluster	NOUN
fuelectenerg-6946	705	10	19	19	NUM
fuelectenerg-6946	705	11	[	[	SYM
fuelectenerg-6946	705	12	9	9	NUM
fuelectenerg-6946	705	13	]	]	PUNCT
fuelectenerg-6946	705	14	m.	m.	NOUN
fuelectenerg-6946	705	15	kharbutli	kharbutli	PROPN
fuelectenerg-6946	705	16	,	,	PUNCT
fuelectenerg-6946	705	17	m.	m.	NOUN
fuelectenerg-6946	705	18	aldwairi	aldwairi	NOUN
fuelectenerg-6946	705	19	,	,	PUNCT
fuelectenerg-6946	705	20	and	and	CCONJ
fuelectenerg-6946	705	21	a.	a.	NOUN
fuelectenerg-6946	705	22	mughrabi	mughrabi	NOUN
fuelectenerg-6946	705	23	,	,	PUNCT
fuelectenerg-6946	705	24	“	"	PUNCT
fuelectenerg-6946	705	25	function	function	NOUN
fuelectenerg-6946	705	26	and	and	CCONJ
fuelectenerg-6946	705	27	data	datum	NOUN
fuelectenerg-6946	705	28	parallelization	parallelization	NOUN
fuelectenerg-6946	705	29	of	of	ADP
fuelectenerg-6946	705	30	wu	wu	PROPN
fuelectenerg-6946	705	31	-	-	PUNCT
fuelectenerg-6946	705	32	manber	manber	NOUN
fuelectenerg-6946	705	33	pattern	pattern	NOUN
fuelectenerg-6946	705	34	matching	match	VERB
fuelectenerg-6946	705	35	for	for	ADP
fuelectenerg-6946	705	36	intrusion	intrusion	NOUN
fuelectenerg-6946	705	37	detection	detection	NOUN
fuelectenerg-6946	705	38	systems	system	NOUN
fuelectenerg-6946	705	39	.	.	PUNCT
fuelectenerg-6946	705	40	”	"	PUNCT
fuelectenerg-6946	706	1	netw	netw	NOUN
fuelectenerg-6946	706	2	.	.	PUNCT
fuelectenerg-6946	707	1	protoc	protoc	VERB
fuelectenerg-6946	707	2	.	.	PUNCT
fuelectenerg-6946	708	1	algorithms	algorithm	NOUN
fuelectenerg-6946	708	2	,	,	PUNCT
fuelectenerg-6946	708	3	vol	vol	NOUN
fuelectenerg-6946	708	4	.	.	PROPN
fuelectenerg-6946	708	5	4	4	NUM
fuelectenerg-6946	708	6	,	,	PUNCT
fuelectenerg-6946	708	7	no	no	INTJ
fuelectenerg-6946	708	8	.	.	NOUN
fuelectenerg-6946	708	9	3	3	NUM
fuelectenerg-6946	708	10	,	,	PUNCT
fuelectenerg-6946	708	11	pp	pp	ADJ
fuelectenerg-6946	708	12	.	.	PUNCT
fuelectenerg-6946	709	1	46–61	46–61	NUM
fuelectenerg-6946	709	2	,	,	PUNCT
fuelectenerg-6946	709	3	2012	2012	NUM
fuelectenerg-6946	709	4	.	.	PUNCT
fuelectenerg-6946	710	1	[	[	X
fuelectenerg-6946	710	2	10	10	NUM
fuelectenerg-6946	710	3	]	]	X
fuelectenerg-6946	710	4	x.	x.	NOUN
fuelectenerg-6946	710	5	su	su	PROPN
fuelectenerg-6946	710	6	,	,	PUNCT
fuelectenerg-6946	710	7	z.	z.	PROPN
fuelectenerg-6946	710	8	ji	ji	PROPN
fuelectenerg-6946	710	9	,	,	PUNCT
fuelectenerg-6946	710	10	and	and	CCONJ
fuelectenerg-6946	710	11	x.	x.	NOUN
fuelectenerg-6946	710	12	lian	lian	PROPN
fuelectenerg-6946	710	13	,	,	PUNCT
fuelectenerg-6946	710	14	“	"	PUNCT
fuelectenerg-6946	710	15	a	a	DET
fuelectenerg-6946	710	16	parallel	parallel	ADJ
fuelectenerg-6946	710	17	ac	ac	PROPN
fuelectenerg-6946	710	18	algorithm	algorithm	NOUN
fuelectenerg-6946	710	19	based	base	VERB
fuelectenerg-6946	710	20	on	on	ADP
fuelectenerg-6946	710	21	spmd	spmd	NOUN
fuelectenerg-6946	710	22	for	for	ADP
fuelectenerg-6946	710	23	intrusion	intrusion	NOUN
fuelectenerg-6946	710	24	detection	detection	NOUN
fuelectenerg-6946	710	25	system	system	NOUN
fuelectenerg-6946	710	26	,	,	PUNCT
fuelectenerg-6946	710	27	”	"	PUNCT
fuelectenerg-6946	710	28	in	in	ADP
fuelectenerg-6946	710	29	proceedings	proceeding	NOUN
fuelectenerg-6946	710	30	of	of	ADP
fuelectenerg-6946	710	31	the	the	DET
fuelectenerg-6946	710	32	2nd	2nd	ADJ
fuelectenerg-6946	710	33	international	international	ADJ
fuelectenerg-6946	710	34	conference	conference	NOUN
fuelectenerg-6946	710	35	on	on	ADP
fuelectenerg-6946	710	36	computer	computer	NOUN
fuelectenerg-6946	710	37	science	science	NOUN
fuelectenerg-6946	710	38	and	and	CCONJ
fuelectenerg-6946	710	39	electronics	electronic	NOUN
fuelectenerg-6946	710	40	engineering	engineering	NOUN
fuelectenerg-6946	710	41	.	.	PUNCT
fuelectenerg-6946	711	1	atlantis	atlantis	PROPN
fuelectenerg-6946	711	2	press	press	PROPN
fuelectenerg-6946	711	3	,	,	PUNCT
fuelectenerg-6946	711	4	2013	2013	NUM
fuelectenerg-6946	711	5	.	.	PUNCT
fuelectenerg-6946	712	1	[	[	X
fuelectenerg-6946	712	2	11	11	NUM
fuelectenerg-6946	712	3	]	]	PUNCT
fuelectenerg-6946	712	4	m.	m.	NOUN
fuelectenerg-6946	712	5	aldwairi	aldwairi	PROPN
fuelectenerg-6946	712	6	,	,	PUNCT
fuelectenerg-6946	712	7	a.	a.	NOUN
fuelectenerg-6946	712	8	m.	m.	NOUN
fuelectenerg-6946	712	9	abu	abu	PROPN
fuelectenerg-6946	712	10	-	-	PUNCT
fuelectenerg-6946	712	11	dalo	dalo	NOUN
fuelectenerg-6946	712	12	,	,	PUNCT
fuelectenerg-6946	712	13	and	and	CCONJ
fuelectenerg-6946	712	14	m.	m.	NOUN
fuelectenerg-6946	712	15	jarrah	jarrah	PROPN
fuelectenerg-6946	712	16	,	,	PUNCT
fuelectenerg-6946	712	17	“	"	PUNCT
fuelectenerg-6946	712	18	pattern	pattern	NOUN
fuelectenerg-6946	712	19	matching	matching	NOUN
fuelectenerg-6946	712	20	of	of	ADP
fuelectenerg-6946	712	21	signaturebased	signaturebased	ADJ
fuelectenerg-6946	712	22	ids	id	NOUN
fuelectenerg-6946	712	23	using	use	VERB
fuelectenerg-6946	712	24	myers	myers	PROPN
fuelectenerg-6946	712	25	algorithm	algorithm	PROPN
fuelectenerg-6946	712	26	under	under	ADP
fuelectenerg-6946	712	27	mapreduce	mapreduce	PROPN
fuelectenerg-6946	712	28	framework	framework	NOUN
fuelectenerg-6946	712	29	,	,	PUNCT
fuelectenerg-6946	712	30	”	"	PUNCT
fuelectenerg-6946	712	31	eurasip	eurasip	NOUN
fuelectenerg-6946	712	32	journal	journal	PROPN
fuelectenerg-6946	712	33	on	on	ADP
fuelectenerg-6946	712	34	information	information	NOUN
fuelectenerg-6946	712	35	security	security	NOUN
fuelectenerg-6946	712	36	,	,	PUNCT
fuelectenerg-6946	712	37	vol	vol	NOUN
fuelectenerg-6946	712	38	.	.	PROPN
fuelectenerg-6946	712	39	2017	2017	NUM
fuelectenerg-6946	712	40	,	,	PUNCT
fuelectenerg-6946	712	41	no	no	INTJ
fuelectenerg-6946	712	42	.	.	NOUN
fuelectenerg-6946	712	43	1	1	NUM
fuelectenerg-6946	712	44	,	,	PUNCT
fuelectenerg-6946	712	45	pp	pp	ADJ
fuelectenerg-6946	712	46	.	.	PUNCT
fuelectenerg-6946	713	1	1–11	1–11	PROPN
fuelectenerg-6946	713	2	,	,	PUNCT
fuelectenerg-6946	713	3	2017	2017	NUM
fuelectenerg-6946	713	4	.	.	PUNCT
fuelectenerg-6946	714	1	[	[	X
fuelectenerg-6946	714	2	12	12	NUM
fuelectenerg-6946	714	3	]	]	X
fuelectenerg-6946	714	4	v.	v.	ADP
fuelectenerg-6946	714	5	ciric	ciric	ADJ
fuelectenerg-6946	714	6	,	,	PUNCT
fuelectenerg-6946	714	7	d.	d.	PROPN
fuelectenerg-6946	714	8	cvetkovic	cvetkovic	PROPN
fuelectenerg-6946	714	9	,	,	PUNCT
fuelectenerg-6946	714	10	and	and	CCONJ
fuelectenerg-6946	714	11	i.	i.	PROPN
fuelectenerg-6946	714	12	milentijevic	milentijevic	PROPN
fuelectenerg-6946	714	13	,	,	PUNCT
fuelectenerg-6946	714	14	“	"	PUNCT
fuelectenerg-6946	714	15	design	design	NOUN
fuelectenerg-6946	714	16	and	and	CCONJ
fuelectenerg-6946	714	17	implementation	implementation	NOUN
fuelectenerg-6946	714	18	of	of	ADP
fuelectenerg-6946	714	19	network	network	NOUN
fuelectenerg-6946	714	20	intrusion	intrusion	NOUN
fuelectenerg-6946	714	21	detection	detection	NOUN
fuelectenerg-6946	714	22	system	system	NOUN
fuelectenerg-6946	714	23	on	on	ADP
fuelectenerg-6946	714	24	the	the	DET
fuelectenerg-6946	714	25	apache	apache	PROPN
fuelectenerg-6946	714	26	hadoop	hadoop	NOUN
fuelectenerg-6946	714	27	platform	platform	NOUN
fuelectenerg-6946	714	28	,	,	PUNCT
fuelectenerg-6946	714	29	”	"	PUNCT
fuelectenerg-6946	714	30	in	in	ADP
fuelectenerg-6946	714	31	proceedings	proceeding	NOUN
fuelectenerg-6946	714	32	on	on	ADP
fuelectenerg-6946	714	33	5th	5th	ADJ
fuelectenerg-6946	714	34	international	international	ADJ
fuelectenerg-6946	714	35	conference	conference	NOUN
fuelectenerg-6946	714	36	on	on	ADP
fuelectenerg-6946	714	37	electrical	electrical	ADJ
fuelectenerg-6946	714	38	,	,	PUNCT
fuelectenerg-6946	714	39	electronic	electronic	ADJ
fuelectenerg-6946	714	40	,	,	PUNCT
fuelectenerg-6946	714	41	and	and	CCONJ
fuelectenerg-6946	714	42	computer	computer	NOUN
fuelectenerg-6946	714	43	engineering	engineering	NOUN
fuelectenerg-6946	714	44	(	(	PUNCT
fuelectenerg-6946	714	45	icetran	icetran	NOUN
fuelectenerg-6946	714	46	2018	2018	NUM
fuelectenerg-6946	714	47	)	)	PUNCT
fuelectenerg-6946	714	48	,	,	PUNCT
fuelectenerg-6946	714	49	palic	palic	NOUN
fuelectenerg-6946	714	50	,	,	PUNCT
fuelectenerg-6946	714	51	serbia	serbia	PROPN
fuelectenerg-6946	714	52	,	,	PUNCT
fuelectenerg-6946	714	53	2018	2018	NUM
fuelectenerg-6946	714	54	,	,	PUNCT
fuelectenerg-6946	714	55	pp	pp	ADJ
fuelectenerg-6946	714	56	.	.	PUNCT
fuelectenerg-6946	715	1	1102–1105	1102–1105	NUM
fuelectenerg-6946	715	2	.	.	PUNCT
fuelectenerg-6946	716	1	[	[	X
fuelectenerg-6946	716	2	13	13	NUM
fuelectenerg-6946	716	3	]	]	X
fuelectenerg-6946	716	4	c.	c.	PROPN
fuelectenerg-6946	716	5	lam	lam	PROPN
fuelectenerg-6946	716	6	,	,	PUNCT
fuelectenerg-6946	716	7	hadoop	hadoop	NOUN
fuelectenerg-6946	716	8	in	in	ADP
fuelectenerg-6946	716	9	action	action	NOUN
fuelectenerg-6946	716	10	.	.	PUNCT
fuelectenerg-6946	717	1	manning	man	VERB
fuelectenerg-6946	717	2	publications	publications	PROPN
fuelectenerg-6946	717	3	co.	co.	PROPN
fuelectenerg-6946	717	4	,	,	PUNCT
fuelectenerg-6946	717	5	2010	2010	NUM
fuelectenerg-6946	717	6	.	.	PUNCT
fuelectenerg-6946	718	1	[	[	X
fuelectenerg-6946	718	2	14	14	NUM
fuelectenerg-6946	718	3	]	]	PUNCT
fuelectenerg-6946	718	4	m.	m.	NOUN
fuelectenerg-6946	718	5	y.	y.	PROPN
fuelectenerg-6946	718	6	eltabakh	eltabakh	PROPN
fuelectenerg-6946	718	7	,	,	PUNCT
fuelectenerg-6946	718	8	y.	y.	PROPN
fuelectenerg-6946	718	9	tian	tian	PROPN
fuelectenerg-6946	718	10	,	,	PUNCT
fuelectenerg-6946	718	11	f.	f.	PROPN
fuelectenerg-6946	718	12	özcan	özcan	PROPN
fuelectenerg-6946	718	13	,	,	PUNCT
fuelectenerg-6946	718	14	r.	r.	PROPN
fuelectenerg-6946	718	15	gemulla	gemulla	PROPN
fuelectenerg-6946	718	16	,	,	PUNCT
fuelectenerg-6946	718	17	a.	a.	NOUN
fuelectenerg-6946	718	18	krettek	krettek	PROPN
fuelectenerg-6946	718	19	,	,	PUNCT
fuelectenerg-6946	718	20	and	and	CCONJ
fuelectenerg-6946	718	21	j.	j.	PROPN
fuelectenerg-6946	718	22	mcpherson	mcpherson	PROPN
fuelectenerg-6946	718	23	,	,	PUNCT
fuelectenerg-6946	718	24	“	"	PUNCT
fuelectenerg-6946	718	25	cohadoop	cohadoop	NOUN
fuelectenerg-6946	718	26	:	:	PUNCT
fuelectenerg-6946	718	27	flexible	flexible	ADJ
fuelectenerg-6946	718	28	data	datum	NOUN
fuelectenerg-6946	718	29	placement	placement	NOUN
fuelectenerg-6946	718	30	and	and	CCONJ
fuelectenerg-6946	718	31	its	its	PRON
fuelectenerg-6946	718	32	exploitation	exploitation	NOUN
fuelectenerg-6946	718	33	in	in	ADP
fuelectenerg-6946	718	34	hadoop	hadoop	NOUN
fuelectenerg-6946	718	35	,	,	PUNCT
fuelectenerg-6946	718	36	”	"	PUNCT
fuelectenerg-6946	718	37	proceedings	proceeding	NOUN
fuelectenerg-6946	718	38	of	of	ADP
fuelectenerg-6946	718	39	the	the	DET
fuelectenerg-6946	718	40	vldb	vldb	NOUN
fuelectenerg-6946	718	41	endowment	endowment	NOUN
fuelectenerg-6946	718	42	,	,	PUNCT
fuelectenerg-6946	718	43	vol	vol	NOUN
fuelectenerg-6946	718	44	.	.	PROPN
fuelectenerg-6946	718	45	4	4	NUM
fuelectenerg-6946	718	46	,	,	PUNCT
fuelectenerg-6946	718	47	no	no	INTJ
fuelectenerg-6946	718	48	.	.	NOUN
fuelectenerg-6946	718	49	9	9	NUM
fuelectenerg-6946	718	50	,	,	PUNCT
fuelectenerg-6946	718	51	pp	pp	ADJ
fuelectenerg-6946	718	52	.	.	PUNCT
fuelectenerg-6946	719	1	575–585	575–585	NUM
fuelectenerg-6946	719	2	,	,	PUNCT
fuelectenerg-6946	719	3	2011	2011	NUM
fuelectenerg-6946	719	4	.	.	PUNCT
fuelectenerg-6946	720	1	[	[	X
fuelectenerg-6946	720	2	15	15	NUM
fuelectenerg-6946	720	3	]	]	X
fuelectenerg-6946	720	4	a.	a.	NOUN
fuelectenerg-6946	720	5	sayar	sayar	PROPN
fuelectenerg-6946	720	6	et	et	PROPN
fuelectenerg-6946	720	7	al	al	PROPN
fuelectenerg-6946	720	8	.	.	PROPN
fuelectenerg-6946	720	9	,	,	PUNCT
fuelectenerg-6946	720	10	“	"	PUNCT
fuelectenerg-6946	720	11	hadoop	hadoop	NOUN
fuelectenerg-6946	720	12	optimization	optimization	NOUN
fuelectenerg-6946	720	13	for	for	ADP
fuelectenerg-6946	720	14	massive	massive	ADJ
fuelectenerg-6946	720	15	image	image	NOUN
fuelectenerg-6946	720	16	processing	processing	NOUN
fuelectenerg-6946	720	17	:	:	PUNCT
fuelectenerg-6946	720	18	case	case	NOUN
fuelectenerg-6946	720	19	study	study	NOUN
fuelectenerg-6946	720	20	face	face	NOUN
fuelectenerg-6946	720	21	detection	detection	NOUN
fuelectenerg-6946	720	22	,	,	PUNCT
fuelectenerg-6946	720	23	”	"	PUNCT
fuelectenerg-6946	720	24	international	international	ADJ
fuelectenerg-6946	720	25	journal	journal	NOUN
fuelectenerg-6946	720	26	of	of	ADP
fuelectenerg-6946	720	27	computers	computer	NOUN
fuelectenerg-6946	720	28	communications	communication	NOUN
fuelectenerg-6946	720	29	&	&	CCONJ
fuelectenerg-6946	720	30	control	control	PROPN
fuelectenerg-6946	720	31	,	,	PUNCT
fuelectenerg-6946	720	32	vol	vol	NOUN
fuelectenerg-6946	720	33	.	.	PROPN
fuelectenerg-6946	720	34	9	9	NUM
fuelectenerg-6946	720	35	,	,	PUNCT
fuelectenerg-6946	720	36	no	no	INTJ
fuelectenerg-6946	720	37	.	.	NOUN
fuelectenerg-6946	720	38	6	6	NUM
fuelectenerg-6946	720	39	,	,	PUNCT
fuelectenerg-6946	720	40	pp	pp	ADJ
fuelectenerg-6946	720	41	.	.	PUNCT
fuelectenerg-6946	721	1	664–671	664–671	NUM
fuelectenerg-6946	721	2	,	,	PUNCT
fuelectenerg-6946	721	3	2014	2014	NUM
fuelectenerg-6946	721	4	.	.	PUNCT
fuelectenerg-6946	722	1	[	[	X
fuelectenerg-6946	722	2	16	16	NUM
fuelectenerg-6946	722	3	]	]	X
fuelectenerg-6946	722	4	j.	j.	PROPN
fuelectenerg-6946	722	5	cheon	cheon	PROPN
fuelectenerg-6946	722	6	and	and	CCONJ
fuelectenerg-6946	722	7	t.-y	t.-y	NOUN
fuelectenerg-6946	722	8	.	.	PUNCT
fuelectenerg-6946	723	1	choe	choe	PROPN
fuelectenerg-6946	723	2	,	,	PUNCT
fuelectenerg-6946	723	3	“	"	PUNCT
fuelectenerg-6946	723	4	distributed	distribute	VERB
fuelectenerg-6946	723	5	processing	processing	NOUN
fuelectenerg-6946	723	6	of	of	ADP
fuelectenerg-6946	723	7	snort	snort	NOUN
fuelectenerg-6946	723	8	alert	alert	NOUN
fuelectenerg-6946	723	9	log	log	NOUN
fuelectenerg-6946	723	10	using	use	VERB
fuelectenerg-6946	723	11	hadoop	hadoop	NOUN
fuelectenerg-6946	723	12	,	,	PUNCT
fuelectenerg-6946	723	13	”	"	PUNCT
fuelectenerg-6946	723	14	international	international	ADJ
fuelectenerg-6946	723	15	journal	journal	NOUN
fuelectenerg-6946	723	16	of	of	ADP
fuelectenerg-6946	723	17	engineering	engineering	NOUN
fuelectenerg-6946	723	18	and	and	CCONJ
fuelectenerg-6946	723	19	technology	technology	NOUN
fuelectenerg-6946	723	20	,	,	PUNCT
fuelectenerg-6946	723	21	vol	vol	NOUN
fuelectenerg-6946	723	22	.	.	PROPN
fuelectenerg-6946	723	23	5	5	NUM
fuelectenerg-6946	723	24	,	,	PUNCT
fuelectenerg-6946	723	25	no	no	INTJ
fuelectenerg-6946	723	26	.	.	NOUN
fuelectenerg-6946	723	27	3	3	NUM
fuelectenerg-6946	723	28	,	,	PUNCT
fuelectenerg-6946	723	29	pp	pp	ADJ
fuelectenerg-6946	723	30	.	.	PUNCT
fuelectenerg-6946	724	1	2685–2690	2685–2690	NUM
fuelectenerg-6946	724	2	,	,	PUNCT
fuelectenerg-6946	724	3	2013	2013	NUM
fuelectenerg-6946	724	4	.	.	PUNCT
fuelectenerg-6946	725	1	[	[	X
fuelectenerg-6946	725	2	17	17	NUM
fuelectenerg-6946	725	3	]	]	PUNCT
fuelectenerg-6946	725	4	p.	p.	NOUN
fuelectenerg-6946	725	5	prathibha	prathibha	PROPN
fuelectenerg-6946	725	6	and	and	CCONJ
fuelectenerg-6946	725	7	e.	e.	PROPN
fuelectenerg-6946	725	8	dileesh	dileesh	PROPN
fuelectenerg-6946	725	9	,	,	PUNCT
fuelectenerg-6946	725	10	“	"	PUNCT
fuelectenerg-6946	725	11	design	design	NOUN
fuelectenerg-6946	725	12	of	of	ADP
fuelectenerg-6946	725	13	a	a	DET
fuelectenerg-6946	725	14	hybrid	hybrid	ADJ
fuelectenerg-6946	725	15	intrusion	intrusion	NOUN
fuelectenerg-6946	725	16	detection	detection	NOUN
fuelectenerg-6946	725	17	system	system	NOUN
fuelectenerg-6946	725	18	using	use	VERB
fuelectenerg-6946	725	19	snort	snort	NOUN
fuelectenerg-6946	725	20	and	and	CCONJ
fuelectenerg-6946	725	21	hadoop	hadoop	NOUN
fuelectenerg-6946	725	22	,	,	PUNCT
fuelectenerg-6946	725	23	”	"	PUNCT
fuelectenerg-6946	725	24	international	international	ADJ
fuelectenerg-6946	725	25	journal	journal	NOUN
fuelectenerg-6946	725	26	of	of	ADP
fuelectenerg-6946	725	27	computer	computer	NOUN
fuelectenerg-6946	725	28	applications	application	NOUN
fuelectenerg-6946	725	29	,	,	PUNCT
fuelectenerg-6946	725	30	vol	vol	NOUN
fuelectenerg-6946	725	31	.	.	PROPN
fuelectenerg-6946	726	1	73	73	NUM
fuelectenerg-6946	726	2	,	,	PUNCT
fuelectenerg-6946	726	3	no	no	INTJ
fuelectenerg-6946	726	4	.	.	NOUN
fuelectenerg-6946	726	5	10	10	NUM
fuelectenerg-6946	726	6	,	,	PUNCT
fuelectenerg-6946	726	7	2013	2013	NUM
fuelectenerg-6946	726	8	.	.	PUNCT
fuelectenerg-6946	727	1	[	[	X
fuelectenerg-6946	727	2	18	18	NUM
fuelectenerg-6946	727	3	]	]	PUNCT
fuelectenerg-6946	727	4	k.	k.	PROPN
fuelectenerg-6946	727	5	kato	kato	PROPN
fuelectenerg-6946	727	6	and	and	CCONJ
fuelectenerg-6946	727	7	v.	v.	ADP
fuelectenerg-6946	727	8	klyuev	klyuev	PROPN
fuelectenerg-6946	727	9	,	,	PUNCT
fuelectenerg-6946	727	10	“	"	PUNCT
fuelectenerg-6946	727	11	development	development	NOUN
fuelectenerg-6946	727	12	of	of	ADP
fuelectenerg-6946	727	13	a	a	DET
fuelectenerg-6946	727	14	network	network	NOUN
fuelectenerg-6946	727	15	intrusion	intrusion	NOUN
fuelectenerg-6946	727	16	detection	detection	NOUN
fuelectenerg-6946	727	17	system	system	NOUN
fuelectenerg-6946	727	18	using	use	VERB
fuelectenerg-6946	727	19	apache	apache	NOUN
fuelectenerg-6946	727	20	hadoop	hadoop	NOUN
fuelectenerg-6946	727	21	and	and	CCONJ
fuelectenerg-6946	727	22	spark	spark	NOUN
fuelectenerg-6946	727	23	,	,	PUNCT
fuelectenerg-6946	727	24	”	"	PUNCT
fuelectenerg-6946	727	25	in	in	ADP
fuelectenerg-6946	727	26	2017	2017	NUM
fuelectenerg-6946	727	27	ieee	ieee	NOUN
fuelectenerg-6946	727	28	conference	conference	NOUN
fuelectenerg-6946	727	29	on	on	ADP
fuelectenerg-6946	727	30	dependable	dependable	ADJ
fuelectenerg-6946	727	31	and	and	CCONJ
fuelectenerg-6946	727	32	secure	secure	ADJ
fuelectenerg-6946	727	33	computing	computing	NOUN
fuelectenerg-6946	727	34	.	.	PUNCT
fuelectenerg-6946	728	1	ieee	ieee	PROPN
fuelectenerg-6946	728	2	,	,	PUNCT
fuelectenerg-6946	728	3	2017	2017	NUM
fuelectenerg-6946	728	4	,	,	PUNCT
fuelectenerg-6946	728	5	pp	pp	ADJ
fuelectenerg-6946	728	6	.	.	PUNCT
fuelectenerg-6946	729	1	416–423	416–423	NUM
fuelectenerg-6946	729	2	.	.	PUNCT
fuelectenerg-6946	730	1	[	[	X
fuelectenerg-6946	730	2	19	19	NUM
fuelectenerg-6946	730	3	]	]	X
fuelectenerg-6946	730	4	c.	c.	PROPN
fuelectenerg-6946	730	5	f.	f.	PROPN
fuelectenerg-6946	730	6	endorf	endorf	PROPN
fuelectenerg-6946	730	7	,	,	PUNCT
fuelectenerg-6946	730	8	e.	e.	PROPN
fuelectenerg-6946	730	9	schultz	schultz	PROPN
fuelectenerg-6946	730	10	,	,	PUNCT
fuelectenerg-6946	730	11	and	and	CCONJ
fuelectenerg-6946	730	12	j.	j.	PROPN
fuelectenerg-6946	730	13	mellander	mellander	PROPN
fuelectenerg-6946	730	14	,	,	PUNCT
fuelectenerg-6946	730	15	intrusion	intrusion	NOUN
fuelectenerg-6946	730	16	detection	detection	NOUN
fuelectenerg-6946	730	17	&	&	CCONJ
fuelectenerg-6946	730	18	prevention	prevention	PROPN
fuelectenerg-6946	730	19	.	.	PUNCT
fuelectenerg-6946	731	1	mcgraw	mcgraw	PROPN
fuelectenerg-6946	731	2	-	-	PUNCT
fuelectenerg-6946	731	3	hill	hill	NOUN
fuelectenerg-6946	731	4	osborne	osborne	PROPN
fuelectenerg-6946	731	5	media	medium	NOUN
fuelectenerg-6946	731	6	,	,	PUNCT
fuelectenerg-6946	731	7	2004	2004	NUM
fuelectenerg-6946	731	8	.	.	PUNCT
fuelectenerg-6946	732	1	[	[	X
fuelectenerg-6946	732	2	20	20	NUM
fuelectenerg-6946	732	3	]	]	PUNCT
fuelectenerg-6946	732	4	h.-d	h.-d	PROPN
fuelectenerg-6946	732	5	.	.	PUNCT
fuelectenerg-6946	733	1	j.	j.	PROPN
fuelectenerg-6946	733	2	jeong	jeong	PROPN
fuelectenerg-6946	733	3	,	,	PUNCT
fuelectenerg-6946	733	4	w.	w.	PROPN
fuelectenerg-6946	733	5	hyun	hyun	PROPN
fuelectenerg-6946	733	6	,	,	PUNCT
fuelectenerg-6946	733	7	j.	j.	PROPN
fuelectenerg-6946	733	8	lim	lim	PROPN
fuelectenerg-6946	733	9	,	,	PUNCT
fuelectenerg-6946	733	10	and	and	CCONJ
fuelectenerg-6946	733	11	i.	i.	PROPN
fuelectenerg-6946	733	12	you	you	PRON
fuelectenerg-6946	733	13	,	,	PUNCT
fuelectenerg-6946	733	14	“	"	PUNCT
fuelectenerg-6946	733	15	anomaly	anomaly	NOUN
fuelectenerg-6946	733	16	teletraffic	teletraffic	NOUN
fuelectenerg-6946	733	17	intrusion	intrusion	NOUN
fuelectenerg-6946	733	18	detection	detection	NOUN
fuelectenerg-6946	733	19	systems	system	NOUN
fuelectenerg-6946	733	20	on	on	ADP
fuelectenerg-6946	733	21	hadoop	hadoop	NOUN
fuelectenerg-6946	733	22	-	-	PUNCT
fuelectenerg-6946	733	23	based	base	VERB
fuelectenerg-6946	733	24	platforms	platform	NOUN
fuelectenerg-6946	733	25	:	:	PUNCT
fuelectenerg-6946	733	26	a	a	DET
fuelectenerg-6946	733	27	survey	survey	NOUN
fuelectenerg-6946	733	28	of	of	ADP
fuelectenerg-6946	733	29	some	some	DET
fuelectenerg-6946	733	30	problems	problem	NOUN
fuelectenerg-6946	733	31	and	and	CCONJ
fuelectenerg-6946	733	32	solutions	solution	NOUN
fuelectenerg-6946	733	33	,	,	PUNCT
fuelectenerg-6946	733	34	”	"	PUNCT
fuelectenerg-6946	733	35	in	in	ADP
fuelectenerg-6946	733	36	2012	2012	NUM
fuelectenerg-6946	733	37	15th	15th	ADJ
fuelectenerg-6946	733	38	international	international	ADJ
fuelectenerg-6946	733	39	conference	conference	NOUN
fuelectenerg-6946	733	40	on	on	ADP
fuelectenerg-6946	733	41	network	network	NOUN
fuelectenerg-6946	733	42	-	-	PUNCT
fuelectenerg-6946	733	43	based	base	VERB
fuelectenerg-6946	733	44	information	information	NOUN
fuelectenerg-6946	733	45	systems	system	NOUN
fuelectenerg-6946	733	46	.	.	PUNCT
fuelectenerg-6946	734	1	ieee	ieee	PROPN
fuelectenerg-6946	734	2	,	,	PUNCT
fuelectenerg-6946	734	3	2012	2012	NUM
fuelectenerg-6946	734	4	,	,	PUNCT
fuelectenerg-6946	734	5	pp	pp	ADV
fuelectenerg-6946	734	6	.	.	PUNCT
fuelectenerg-6946	735	1	766–770	766–770	NUM
fuelectenerg-6946	735	2	.	.	PUNCT
fuelectenerg-6946	736	1	[	[	X
fuelectenerg-6946	736	2	21	21	NUM
fuelectenerg-6946	736	3	]	]	PUNCT
fuelectenerg-6946	736	4	a.	a.	NOUN
fuelectenerg-6946	736	5	khraisat	khraisat	PROPN
fuelectenerg-6946	736	6	,	,	PUNCT
fuelectenerg-6946	736	7	i.	i.	PROPN
fuelectenerg-6946	736	8	gondal	gondal	PROPN
fuelectenerg-6946	736	9	,	,	PUNCT
fuelectenerg-6946	736	10	p.	p.	NOUN
fuelectenerg-6946	736	11	vamplew	vamplew	NOUN
fuelectenerg-6946	736	12	,	,	PUNCT
fuelectenerg-6946	736	13	and	and	CCONJ
fuelectenerg-6946	736	14	j.	j.	PROPN
fuelectenerg-6946	736	15	kamruzzaman	kamruzzaman	PROPN
fuelectenerg-6946	736	16	,	,	PUNCT
fuelectenerg-6946	736	17	“	"	PUNCT
fuelectenerg-6946	736	18	survey	survey	NOUN
fuelectenerg-6946	736	19	of	of	ADP
fuelectenerg-6946	736	20	intrusion	intrusion	NOUN
fuelectenerg-6946	736	21	detection	detection	NOUN
fuelectenerg-6946	736	22	systems	system	NOUN
fuelectenerg-6946	736	23	:	:	PUNCT
fuelectenerg-6946	736	24	techniques	technique	NOUN
fuelectenerg-6946	736	25	,	,	PUNCT
fuelectenerg-6946	736	26	datasets	dataset	NOUN
fuelectenerg-6946	736	27	and	and	CCONJ
fuelectenerg-6946	736	28	challenges	challenge	NOUN
fuelectenerg-6946	736	29	,	,	PUNCT
fuelectenerg-6946	736	30	”	"	PUNCT
fuelectenerg-6946	736	31	cybersecurity	cybersecurity	NOUN
fuelectenerg-6946	736	32	,	,	PUNCT
fuelectenerg-6946	736	33	vol	vol	NOUN
fuelectenerg-6946	736	34	.	.	PROPN
fuelectenerg-6946	736	35	2	2	NUM
fuelectenerg-6946	736	36	,	,	PUNCT
fuelectenerg-6946	736	37	no	no	INTJ
fuelectenerg-6946	736	38	.	.	NOUN
fuelectenerg-6946	736	39	1	1	NUM
fuelectenerg-6946	736	40	,	,	PUNCT
fuelectenerg-6946	736	41	p.	p.	NOUN
fuelectenerg-6946	736	42	20	20	NUM
fuelectenerg-6946	736	43	,	,	PUNCT
fuelectenerg-6946	736	44	2019	2019	NUM
fuelectenerg-6946	736	45	.	.	PUNCT
fuelectenerg-6946	737	1	[	[	X
fuelectenerg-6946	737	2	22	22	NUM
fuelectenerg-6946	737	3	]	]	X
fuelectenerg-6946	737	4	u.	u.	NOUN
fuelectenerg-6946	737	5	of	of	ADP
fuelectenerg-6946	737	6	washington	washington	PROPN
fuelectenerg-6946	737	7	,	,	PUNCT
fuelectenerg-6946	737	8	“	"	PUNCT
fuelectenerg-6946	737	9	cpu	cpu	NOUN
fuelectenerg-6946	737	10	performance	performance	NOUN
fuelectenerg-6946	737	11	,	,	PUNCT
fuelectenerg-6946	737	12	”	"	PUNCT
fuelectenerg-6946	737	13	https://boinc.bakerlab.org/rosetta/cpu	https://boinc.bakerlab.org/rosetta/cpu	X
fuelectenerg-6946	737	14	list.php	list.php	X
fuelectenerg-6946	737	15	,	,	PUNCT
fuelectenerg-6946	737	16	accessed	access	VERB
fuelectenerg-6946	737	17	:	:	PUNCT
fuelectenerg-6946	737	18	2020	2020	NUM
fuelectenerg-6946	737	19	-	-	SYM
fuelectenerg-6946	737	20	10	10	NUM
fuelectenerg-6946	737	21	-	-	SYM
fuelectenerg-6946	737	22	22	22	NUM
fuelectenerg-6946	737	23	.	.	PUNCT
fuelectenerg-6946	738	1	256	256	NUM
fuelectenerg-6946	738	2	v.	v.	ADP
fuelectenerg-6946	738	3	ćirić	ćirić	NOUN
fuelectenerg-6946	738	4	,	,	PUNCT
fuelectenerg-6946	738	5	d.	d.	PROPN
fuelectenerg-6946	738	6	cvetković	cvetković	PROPN
fuelectenerg-6946	738	7	,	,	PUNCT
fuelectenerg-6946	738	8	n.	n.	PROPN
fuelectenerg-6946	738	9	gavrilović	gavrilović	PROPN
fuelectenerg-6946	738	10	,	,	PUNCT
fuelectenerg-6946	738	11	n.	n.	PROPN
fuelectenerg-6946	738	12	stojanović	stojanović	PROPN
fuelectenerg-6946	738	13	,	,	PUNCT
fuelectenerg-6946	738	14	i.	i.	PROPN
fuelectenerg-6946	738	15	milentijević	milentijević	PROPN
fuelectenerg-6946	738	16	input	input	PROPN
fuelectenerg-6946	738	17	splits	split	VERB
fuelectenerg-6946	738	18	design	design	NOUN
fuelectenerg-6946	738	19	techniques	technique	NOUN
fuelectenerg-6946	738	20	for	for	ADP
fuelectenerg-6946	738	21	ids	id	NOUN
fuelectenerg-6946	738	22	on	on	ADP
fuelectenerg-6946	738	23	hadoop	hadoop	NOUN
fuelectenerg-6946	738	24	cluster	cluster	NOUN
fuelectenerg-6946	738	25	257256	257256	NUM
fuelectenerg-6946	738	26	v.	v.	ADP
fuelectenerg-6946	738	27	ćirić	ćirić	PROPN
fuelectenerg-6946	738	28	,	,	PUNCT
fuelectenerg-6946	738	29	d.	d.	PROPN
fuelectenerg-6946	738	30	cvetković	cvetković	PROPN
fuelectenerg-6946	738	31	,	,	PUNCT
fuelectenerg-6946	738	32	n.	n.	PROPN
fuelectenerg-6946	738	33	gavrilović	gavrilović	PROPN
fuelectenerg-6946	738	34	,	,	PUNCT
fuelectenerg-6946	738	35	n.	n.	PROPN
fuelectenerg-6946	738	36	stojanović	stojanović	PROPN
fuelectenerg-6946	738	37	,	,	PUNCT
fuelectenerg-6946	738	38	i.	i.	PROPN
fuelectenerg-6946	738	39	milentijević	milentijević	PROPN
fuelectenerg-6946	738	40	input	input	PROPN
fuelectenerg-6946	738	41	splits	split	VERB
fuelectenerg-6946	738	42	design	design	NOUN
fuelectenerg-6946	738	43	techniques	technique	NOUN
fuelectenerg-6946	738	44	for	for	ADP
fuelectenerg-6946	738	45	ids	id	NOUN
fuelectenerg-6946	738	46	on	on	ADP
fuelectenerg-6946	738	47	hadoop	hadoop	NOUN
fuelectenerg-6946	738	48	cluster	cluster	NOUN
fuelectenerg-6946	738	49	257	257	NUM