id	sid	tid	token	lemma	pos
alkej-918	1	1	this	this	PRON
alkej-918	1	2	is	be	AUX
alkej-918	1	3	an	an	DET
alkej-918	1	4	open	open	ADJ
alkej-918	1	5	access	access	NOUN
alkej-918	1	6	article	article	NOUN
alkej-918	1	7	under	under	ADP
alkej-918	1	8	the	the	DET
alkej-918	1	9	cc	cc	NOUN
alkej-918	1	10	by	by	ADP
alkej-918	1	11	license	license	NOUN
alkej-918	1	12	:	:	PUNCT
alkej-918	1	13	al	al	PROPN
alkej-918	1	14	-	-	PUNCT
alkej-918	1	15	khwarizmi	khwarizmi	PROPN
alkej-918	1	16	engineering	engineering	PROPN
alkej-918	1	17	journal	journal	PROPN
alkej-918	1	18	al	al	PROPN
alkej-918	1	19	-	-	PUNCT
alkej-918	1	20	khwarizmi	khwarizmi	PROPN
alkej-918	1	21	engineering	engineering	PROPN
alkej-918	1	22	journal	journal	PROPN
alkej-918	1	23	issn	issn	PROPN
alkej-918	1	24	(	(	PUNCT
alkej-918	1	25	printed	print	VERB
alkej-918	1	26	):	):	PUNCT
alkej-918	1	27	1818	1818	NUM
alkej-918	1	28	–	–	PUNCT
alkej-918	1	29	1171	1171	NUM
alkej-918	1	30	,	,	PUNCT
alkej-918	1	31	issn	issn	PROPN
alkej-918	1	32	(	(	PUNCT
alkej-918	1	33	online	online	ADJ
alkej-918	1	34	):	):	PUNCT
alkej-918	1	35	2312	2312	NUM
alkej-918	1	36	–	–	PUNCT
alkej-918	1	37	0789	0789	NUM
alkej-918	1	38	vol	vol	NOUN
alkej-918	1	39	.	.	PROPN
alkej-918	1	40	21	21	NUM
alkej-918	1	41	,	,	PUNCT
alkej-918	1	42	no	no	INTJ
alkej-918	1	43	.	.	NOUN
alkej-918	1	44	2	2	NUM
alkej-918	1	45	,	,	PUNCT
alkej-918	1	46	june	june	PROPN
alkej-918	1	47	,	,	PUNCT
alkej-918	1	48	(	(	PUNCT
alkej-918	1	49	2025	2025	NUM
alkej-918	1	50	)	)	PUNCT
alkej-918	1	51	,	,	PUNCT
alkej-918	1	52	pp	pp	ADV
alkej-918	1	53	.	.	PUNCT
alkej-918	2	1	93–105	93–105	NUM
alkej-918	2	2	recent	recent	ADJ
alkej-918	2	3	tools	tool	NOUN
alkej-918	2	4	of	of	ADP
alkej-918	2	5	software	software	NOUN
alkej-918	2	6	-	-	PUNCT
alkej-918	2	7	defined	define	VERB
alkej-918	2	8	networking	networking	NOUN
alkej-918	2	9	traffic	traffic	NOUN
alkej-918	2	10	generation	generation	NOUN
alkej-918	2	11	and	and	CCONJ
alkej-918	2	12	data	datum	NOUN
alkej-918	2	13	collection	collection	NOUN
alkej-918	2	14	tabarak	tabarak	PROPN
alkej-918	2	15	yassin	yassin	PROPN
alkej-918	2	16	khudhair1	khudhair1	PROPN
alkej-918	2	17	*	*	PROPN
alkej-918	2	18	and	and	CCONJ
alkej-918	2	19	omar	omar	PROPN
alkej-918	2	20	ali	ali	PROPN
alkej-918	2	21	athab2	athab2	PROPN
alkej-918	3	1	1,2department	1,2department	NUM
alkej-918	3	2	of	of	ADP
alkej-918	3	3	information	information	NOUN
alkej-918	3	4	and	and	CCONJ
alkej-918	3	5	communications	communication	NOUN
alkej-918	3	6	engineering	engineering	NOUN
alkej-918	3	7	,	,	PUNCT
alkej-918	3	8	al	al	PROPN
alkej-918	3	9	-	-	PUNCT
alkej-918	3	10	khwarizmi	khwarizmi	PROPN
alkej-918	3	11	college	college	PROPN
alkej-918	3	12	of	of	ADP
alkej-918	3	13	engineering	engineering	PROPN
alkej-918	3	14	,	,	PUNCT
alkej-918	3	15	university	university	NOUN
alkej-918	3	16	of	of	ADP
alkej-918	3	17	baghdad	baghdad	PROPN
alkej-918	3	18	,	,	PUNCT
alkej-918	3	19	baghdad	baghdad	PROPN
alkej-918	3	20	,	,	PUNCT
alkej-918	3	21	iraq	iraq	PROPN
alkej-918	3	22	corresponding	corresponding	PROPN
alkej-918	3	23	author	author	NOUN
alkej-918	3	24	’s	’s	PART
alkej-918	3	25	email:tabarak.taha1603@kecbu.uobaghdad.edu.iq	email:tabarak.taha1603@kecbu.uobaghdad.edu.iq	PROPN
alkej-918	3	26	(	(	PUNCT
alkej-918	3	27	received	receive	VERB
alkej-918	3	28	13	13	NUM
alkej-918	3	29	november	november	PROPN
alkej-918	3	30	2023	2023	NUM
alkej-918	3	31	;	;	PUNCT
alkej-918	3	32	revised	revise	VERB
alkej-918	3	33	7	7	NUM
alkej-918	3	34	june	june	PROPN
alkej-918	3	35	2024	2024	NUM
alkej-918	3	36	;	;	PUNCT
alkej-918	3	37	accepted	accept	VERB
alkej-918	3	38	26	26	NUM
alkej-918	3	39	june	june	PROPN
alkej-918	3	40	2024	2024	NUM
alkej-918	3	41	;	;	PUNCT
alkej-918	3	42	published	publish	VERB
alkej-918	3	43	1	1	NUM
alkej-918	3	44	june	june	PROPN
alkej-918	3	45	2025	2025	NUM
alkej-918	3	46	)	)	PUNCT
alkej-918	3	47	https://doi.org/10.22153/kej.2025.06.002	https://doi.org/10.22153/kej.2025.06.002	ADP
alkej-918	3	48	abstract	abstract	ADJ
alkej-918	3	49	software	software	NOUN
alkej-918	3	50	-	-	PUNCT
alkej-918	3	51	defined	define	VERB
alkej-918	3	52	networking	networking	NOUN
alkej-918	3	53	(	(	PUNCT
alkej-918	3	54	sdn	sdn	PROPN
alkej-918	3	55	)	)	PUNCT
alkej-918	3	56	has	have	AUX
alkej-918	3	57	proven	prove	VERB
alkej-918	3	58	its	its	PRON
alkej-918	3	59	superiority	superiority	NOUN
alkej-918	3	60	in	in	ADP
alkej-918	3	61	addressing	address	VERB
alkej-918	3	62	ordinary	ordinary	ADJ
alkej-918	3	63	network	network	NOUN
alkej-918	3	64	problems	problem	NOUN
alkej-918	3	65	,	,	PUNCT
alkej-918	3	66	such	such	ADJ
alkej-918	3	67	as	as	ADP
alkej-918	3	68	scalability	scalability	NOUN
alkej-918	3	69	,	,	PUNCT
alkej-918	3	70	agility	agility	NOUN
alkej-918	3	71	and	and	CCONJ
alkej-918	3	72	security	security	NOUN
alkej-918	3	73	.	.	PUNCT
alkej-918	4	1	this	this	DET
alkej-918	4	2	advantage	advantage	NOUN
alkej-918	4	3	of	of	ADP
alkej-918	4	4	sdn	sdn	PROPN
alkej-918	4	5	comes	come	VERB
alkej-918	4	6	because	because	SCONJ
alkej-918	4	7	of	of	ADP
alkej-918	4	8	its	its	PRON
alkej-918	4	9	separation	separation	NOUN
alkej-918	4	10	of	of	ADP
alkej-918	4	11	the	the	DET
alkej-918	4	12	control	control	NOUN
alkej-918	4	13	plane	plane	NOUN
alkej-918	4	14	from	from	ADP
alkej-918	4	15	the	the	DET
alkej-918	4	16	data	datum	NOUN
alkej-918	4	17	plane	plane	NOUN
alkej-918	4	18	.	.	PUNCT
alkej-918	5	1	although	although	SCONJ
alkej-918	5	2	many	many	ADJ
alkej-918	5	3	studies	study	NOUN
alkej-918	5	4	have	have	AUX
alkej-918	5	5	focused	focus	VERB
alkej-918	5	6	on	on	ADP
alkej-918	5	7	sdn	sdn	NOUN
alkej-918	5	8	management	management	NOUN
alkej-918	5	9	,	,	PUNCT
alkej-918	5	10	monitoring	monitoring	NOUN
alkej-918	5	11	,	,	PUNCT
alkej-918	5	12	control	control	NOUN
alkej-918	5	13	and	and	CCONJ
alkej-918	5	14	improving	improve	VERB
alkej-918	5	15	quality	quality	NOUN
alkej-918	5	16	of	of	ADP
alkej-918	5	17	service	service	NOUN
alkej-918	5	18	,	,	PUNCT
alkej-918	5	19	only	only	ADV
alkej-918	5	20	a	a	DET
alkej-918	5	21	few	few	ADJ
alkej-918	5	22	are	be	AUX
alkej-918	5	23	focused	focus	VERB
alkej-918	5	24	on	on	ADP
alkej-918	5	25	presenting	present	VERB
alkej-918	5	26	what	what	PRON
alkej-918	5	27	is	be	AUX
alkej-918	5	28	used	use	VERB
alkej-918	5	29	to	to	PART
alkej-918	5	30	generate	generate	VERB
alkej-918	5	31	traffic	traffic	NOUN
alkej-918	5	32	and	and	CCONJ
alkej-918	5	33	collect	collect	VERB
alkej-918	5	34	data	datum	NOUN
alkej-918	5	35	.	.	PUNCT
alkej-918	6	1	the	the	DET
alkej-918	6	2	literature	literature	NOUN
alkej-918	6	3	also	also	ADV
alkej-918	6	4	lacks	lack	VERB
alkej-918	6	5	comparisons	comparison	NOUN
alkej-918	6	6	amongst	amongst	ADP
alkej-918	6	7	the	the	DET
alkej-918	6	8	tools	tool	NOUN
alkej-918	6	9	and	and	CCONJ
alkej-918	6	10	methods	method	NOUN
alkej-918	6	11	used	use	VERB
alkej-918	6	12	in	in	ADP
alkej-918	6	13	this	this	DET
alkej-918	6	14	context	context	NOUN
alkej-918	6	15	.	.	PUNCT
alkej-918	7	1	therefore	therefore	ADV
alkej-918	7	2	,	,	PUNCT
alkej-918	7	3	this	this	DET
alkej-918	7	4	study	study	NOUN
alkej-918	7	5	introduces	introduce	VERB
alkej-918	7	6	the	the	DET
alkej-918	7	7	recent	recent	ADJ
alkej-918	7	8	tools	tool	NOUN
alkej-918	7	9	used	use	VERB
alkej-918	7	10	to	to	PART
alkej-918	7	11	simulate	simulate	VERB
alkej-918	7	12	,	,	PUNCT
alkej-918	7	13	generate	generate	VERB
alkej-918	7	14	and	and	CCONJ
alkej-918	7	15	obtain	obtain	VERB
alkej-918	7	16	traffic	traffic	NOUN
alkej-918	7	17	statistics	statistic	NOUN
alkej-918	7	18	from	from	ADP
alkej-918	7	19	an	an	DET
alkej-918	7	20	sdn	sdn	NOUN
alkej-918	7	21	environment	environment	NOUN
alkej-918	7	22	.	.	PUNCT
alkej-918	8	1	in	in	ADP
alkej-918	8	2	addition	addition	NOUN
alkej-918	8	3	,	,	PUNCT
alkej-918	8	4	the	the	DET
alkej-918	8	5	methods	method	NOUN
alkej-918	8	6	used	use	VERB
alkej-918	8	7	in	in	ADP
alkej-918	8	8	sdn	sdn	PROPN
alkej-918	8	9	data	datum	NOUN
alkej-918	8	10	gathering	gathering	NOUN
alkej-918	8	11	are	be	AUX
alkej-918	8	12	compared	compare	VERB
alkej-918	8	13	to	to	PART
alkej-918	8	14	explore	explore	VERB
alkej-918	8	15	the	the	DET
alkej-918	8	16	capability	capability	NOUN
alkej-918	8	17	of	of	ADP
alkej-918	8	18	each	each	DET
alkej-918	8	19	one	one	NUM
alkej-918	8	20	and	and	CCONJ
alkej-918	8	21	hence	hence	ADV
alkej-918	8	22	,	,	PUNCT
alkej-918	8	23	determine	determine	VERB
alkej-918	8	24	the	the	DET
alkej-918	8	25	suitable	suitable	ADJ
alkej-918	8	26	environment	environment	NOUN
alkej-918	8	27	for	for	ADP
alkej-918	8	28	each	each	DET
alkej-918	8	29	method	method	NOUN
alkej-918	8	30	.	.	PUNCT
alkej-918	9	1	the	the	DET
alkej-918	9	2	sdn	sdn	PROPN
alkej-918	9	3	testbed	testbe	VERB
alkej-918	9	4	is	be	AUX
alkej-918	9	5	simulated	simulate	VERB
alkej-918	9	6	using	use	VERB
alkej-918	9	7	mininet	mininet	ADJ
alkej-918	9	8	software	software	NOUN
alkej-918	9	9	with	with	ADP
alkej-918	9	10	tree	tree	NOUN
alkej-918	9	11	topology	topology	NOUN
alkej-918	9	12	and	and	CCONJ
alkej-918	9	13	openflow	openflow	ADJ
alkej-918	9	14	switches	switch	NOUN
alkej-918	9	15	.	.	PUNCT
alkej-918	10	1	an	an	DET
alkej-918	10	2	ryu	ryu	ADJ
alkej-918	10	3	controller	controller	NOUN
alkej-918	10	4	was	be	AUX
alkej-918	10	5	connected	connect	VERB
alkej-918	10	6	to	to	PART
alkej-918	10	7	control	control	VERB
alkej-918	10	8	forwarding	forwarding	NOUN
alkej-918	10	9	.	.	PUNCT
alkej-918	11	1	the	the	DET
alkej-918	11	2	famous	famous	ADJ
alkej-918	11	3	tools	tool	NOUN
alkej-918	11	4	iperf3	iperf3	NOUN
alkej-918	11	5	,	,	PUNCT
alkej-918	11	6	ping	ping	NOUN
alkej-918	11	7	and	and	CCONJ
alkej-918	11	8	python	python	PROPN
alkej-918	11	9	scripts	script	NOUN
alkej-918	11	10	are	be	AUX
alkej-918	11	11	used	use	VERB
alkej-918	11	12	to	to	PART
alkej-918	11	13	generate	generate	VERB
alkej-918	11	14	network	network	NOUN
alkej-918	11	15	datasets	dataset	NOUN
alkej-918	11	16	from	from	ADP
alkej-918	11	17	selected	select	VERB
alkej-918	11	18	devices	device	NOUN
alkej-918	11	19	in	in	ADP
alkej-918	11	20	the	the	DET
alkej-918	11	21	network	network	NOUN
alkej-918	11	22	.	.	PUNCT
alkej-918	12	1	wireshark	wireshark	PROPN
alkej-918	12	2	,	,	PUNCT
alkej-918	12	3	the	the	DET
alkej-918	12	4	ryu	ryu	PROPN
alkej-918	12	5	application	application	NOUN
alkej-918	12	6	and	and	CCONJ
alkej-918	12	7	the	the	DET
alkej-918	12	8	ovs	ovs	NOUN
alkej-918	12	9	-	-	PUNCT
alkej-918	12	10	ofctl	ofctl	NOUN
alkej-918	12	11	command	command	NOUN
alkej-918	12	12	are	be	AUX
alkej-918	12	13	used	use	VERB
alkej-918	12	14	to	to	PART
alkej-918	12	15	monitor	monitor	VERB
alkej-918	12	16	and	and	CCONJ
alkej-918	12	17	gather	gather	VERB
alkej-918	12	18	the	the	DET
alkej-918	12	19	dataset	dataset	NOUN
alkej-918	12	20	.	.	PUNCT
alkej-918	13	1	results	result	NOUN
alkej-918	13	2	show	show	VERB
alkej-918	13	3	success	success	NOUN
alkej-918	13	4	in	in	ADP
alkej-918	13	5	generating	generate	VERB
alkej-918	13	6	several	several	ADJ
alkej-918	13	7	types	type	NOUN
alkej-918	13	8	of	of	ADP
alkej-918	13	9	network	network	NOUN
alkej-918	13	10	metrics	metric	NOUN
alkej-918	13	11	to	to	PART
alkej-918	13	12	be	be	AUX
alkej-918	13	13	used	use	VERB
alkej-918	13	14	in	in	ADP
alkej-918	13	15	the	the	DET
alkej-918	13	16	future	future	NOUN
alkej-918	13	17	for	for	ADP
alkej-918	13	18	training	training	NOUN
alkej-918	13	19	machine	machine	NOUN
alkej-918	13	20	or	or	CCONJ
alkej-918	13	21	deep	deep	ADJ
alkej-918	13	22	learning	learning	NOUN
alkej-918	13	23	algorithms	algorithm	NOUN
alkej-918	13	24	.	.	PUNCT
alkej-918	14	1	therefore	therefore	ADV
alkej-918	14	2	,	,	PUNCT
alkej-918	14	3	when	when	SCONJ
alkej-918	14	4	generating	generate	VERB
alkej-918	14	5	data	datum	NOUN
alkej-918	14	6	for	for	ADP
alkej-918	14	7	the	the	DET
alkej-918	14	8	purpose	purpose	NOUN
alkej-918	14	9	of	of	ADP
alkej-918	14	10	congestion	congestion	NOUN
alkej-918	14	11	control	control	NOUN
alkej-918	14	12	,	,	PUNCT
alkej-918	14	13	iperf3	iperf3	NOUN
alkej-918	14	14	is	be	AUX
alkej-918	14	15	the	the	DET
alkej-918	14	16	best	good	ADJ
alkej-918	14	17	tool	tool	NOUN
alkej-918	14	18	,	,	PUNCT
alkej-918	14	19	whilst	whilst	SCONJ
alkej-918	14	20	ping	ping	NOUN
alkej-918	14	21	is	be	AUX
alkej-918	14	22	useful	useful	ADJ
alkej-918	14	23	when	when	SCONJ
alkej-918	14	24	generating	generate	VERB
alkej-918	14	25	data	datum	NOUN
alkej-918	14	26	for	for	ADP
alkej-918	14	27	the	the	DET
alkej-918	14	28	purpose	purpose	NOUN
alkej-918	14	29	of	of	ADP
alkej-918	14	30	detecting	detect	VERB
alkej-918	14	31	distributed	distribute	VERB
alkej-918	14	32	denial	denial	NOUN
alkej-918	14	33	-	-	PUNCT
alkej-918	14	34	of	of	ADP
alkej-918	14	35	-	-	PUNCT
alkej-918	14	36	service	service	NOUN
alkej-918	14	37	attacks	attack	NOUN
alkej-918	14	38	.	.	PUNCT
alkej-918	15	1	ryu	ryu	PROPN
alkej-918	15	2	applications	application	NOUN
alkej-918	15	3	are	be	AUX
alkej-918	15	4	the	the	DET
alkej-918	15	5	most	most	ADV
alkej-918	15	6	suitable	suitable	ADJ
alkej-918	15	7	monitoring	monitoring	NOUN
alkej-918	15	8	tool	tool	NOUN
alkej-918	15	9	for	for	ADP
alkej-918	15	10	obtaining	obtain	VERB
alkej-918	15	11	all	all	DET
alkej-918	15	12	network	network	NOUN
alkej-918	15	13	details	detail	NOUN
alkej-918	15	14	,	,	PUNCT
alkej-918	15	15	such	such	ADJ
alkej-918	15	16	as	as	ADP
alkej-918	15	17	the	the	DET
alkej-918	15	18	topology	topology	NOUN
alkej-918	15	19	,	,	PUNCT
alkej-918	15	20	characteristics	characteristic	NOUN
alkej-918	15	21	and	and	CCONJ
alkej-918	15	22	statistics	statistic	NOUN
alkej-918	15	23	of	of	ADP
alkej-918	15	24	the	the	DET
alkej-918	15	25	components	component	NOUN
alkej-918	15	26	.	.	PUNCT
alkej-918	16	1	many	many	ADJ
alkej-918	16	2	obstacles	obstacle	NOUN
alkej-918	16	3	and	and	CCONJ
alkej-918	16	4	mistakes	mistake	NOUN
alkej-918	16	5	are	be	AUX
alkej-918	16	6	also	also	ADV
alkej-918	16	7	explored	explore	VERB
alkej-918	16	8	and	and	CCONJ
alkej-918	16	9	listed	list	VERB
alkej-918	16	10	to	to	PART
alkej-918	16	11	be	be	AUX
alkej-918	16	12	prevented	prevent	VERB
alkej-918	16	13	when	when	SCONJ
alkej-918	16	14	researchers	researcher	NOUN
alkej-918	16	15	try	try	VERB
alkej-918	16	16	to	to	PART
alkej-918	16	17	generate	generate	VERB
alkej-918	16	18	such	such	ADJ
alkej-918	16	19	datasets	dataset	NOUN
alkej-918	16	20	in	in	ADP
alkej-918	16	21	their	their	PRON
alkej-918	16	22	next	next	ADJ
alkej-918	16	23	scientific	scientific	ADJ
alkej-918	16	24	efforts	effort	NOUN
alkej-918	16	25	.	.	PUNCT
alkej-918	17	1	keywords	keyword	NOUN
alkej-918	17	2	:	:	PUNCT
alkej-918	17	3	sdn	sdn	NOUN
alkej-918	17	4	;	;	PUNCT
alkej-918	17	5	openflow1.3	openflow1.3	NUM
alkej-918	17	6	;	;	PUNCT
alkej-918	17	7	ryu	ryu	NOUN
alkej-918	17	8	controller	controller	NOUN
alkej-918	17	9	;	;	PUNCT
alkej-918	17	10	mininet	mininet	NOUN
alkej-918	17	11	;	;	PUNCT
alkej-918	17	12	iperf3	iperf3	NOUN
alkej-918	17	13	;	;	PUNCT
alkej-918	17	14	wireshark	wireshark	NOUN
alkej-918	17	15	;	;	PUNCT
alkej-918	17	16	python	python	PROPN
alkej-918	17	17	.	.	PUNCT
alkej-918	18	1	1	1	X
alkej-918	18	2	.	.	X
alkej-918	18	3	introduction	introduction	NOUN
alkej-918	18	4	software	software	NOUN
alkej-918	18	5	-	-	PUNCT
alkej-918	18	6	defined	define	VERB
alkej-918	18	7	networking	networking	NOUN
alkej-918	18	8	(	(	PUNCT
alkej-918	18	9	sdn	sdn	PROPN
alkej-918	18	10	)	)	PUNCT
alkej-918	18	11	is	be	AUX
alkej-918	18	12	a	a	DET
alkej-918	18	13	networking	network	VERB
alkej-918	18	14	paradigm	paradigm	NOUN
alkej-918	18	15	that	that	PRON
alkej-918	18	16	decouples	decouple	VERB
alkej-918	18	17	the	the	DET
alkej-918	18	18	network	network	NOUN
alkej-918	18	19	’s	’s	PART
alkej-918	18	20	control	control	NOUN
alkej-918	18	21	plane	plane	NOUN
alkej-918	18	22	from	from	ADP
alkej-918	18	23	the	the	DET
alkej-918	18	24	data	data	NOUN
alkej-918	18	25	plane	plane	NOUN
alkej-918	18	26	[	[	X
alkej-918	18	27	1	1	NUM
alkej-918	18	28	]	]	PUNCT
alkej-918	18	29	.	.	PUNCT
alkej-918	19	1	in	in	ADP
alkej-918	19	2	traditional	traditional	ADJ
alkej-918	19	3	networks	network	NOUN
alkej-918	19	4	,	,	PUNCT
alkej-918	19	5	the	the	DET
alkej-918	19	6	control	control	NOUN
alkej-918	19	7	plane	plane	NOUN
alkej-918	19	8	and	and	CCONJ
alkej-918	19	9	data	datum	NOUN
alkej-918	19	10	plane	plane	NOUN
alkej-918	19	11	are	be	AUX
alkej-918	19	12	coupled	couple	VERB
alkej-918	19	13	.	.	PUNCT
alkej-918	20	1	in	in	ADP
alkej-918	20	2	other	other	ADJ
alkej-918	20	3	words	word	NOUN
alkej-918	20	4	,	,	PUNCT
alkej-918	20	5	the	the	DET
alkej-918	20	6	network	network	NOUN
alkej-918	20	7	devices	device	NOUN
alkej-918	20	8	,	,	PUNCT
alkej-918	20	9	such	such	ADJ
alkej-918	20	10	as	as	ADP
alkej-918	20	11	routers	router	NOUN
alkej-918	20	12	and	and	CCONJ
alkej-918	20	13	switches	switch	NOUN
alkej-918	20	14	,	,	PUNCT
alkej-918	20	15	are	be	AUX
alkej-918	20	16	responsible	responsible	ADJ
alkej-918	20	17	for	for	ADP
alkej-918	20	18	making	make	VERB
alkej-918	20	19	decisions	decision	NOUN
alkej-918	20	20	about	about	ADP
alkej-918	20	21	how	how	SCONJ
alkej-918	20	22	to	to	PART
alkej-918	20	23	forward	forward	VERB
alkej-918	20	24	traffic	traffic	NOUN
alkej-918	21	1	[	[	X
alkej-918	21	2	2	2	NUM
alkej-918	21	3	]	]	PUNCT
alkej-918	21	4	.	.	PUNCT
alkej-918	22	1	the	the	DET
alkej-918	22	2	separation	separation	NOUN
alkej-918	22	3	of	of	ADP
alkej-918	22	4	the	the	DET
alkej-918	22	5	control	control	NOUN
alkej-918	22	6	and	and	CCONJ
alkej-918	22	7	data	datum	NOUN
alkej-918	22	8	planes	plane	NOUN
alkej-918	22	9	in	in	ADP
alkej-918	22	10	sdn	sdn	PROPN
alkej-918	22	11	provides	provide	VERB
alkej-918	22	12	a	a	DET
alkej-918	22	13	number	number	NOUN
alkej-918	22	14	of	of	ADP
alkej-918	22	15	advantages	advantage	NOUN
alkej-918	22	16	,	,	PUNCT
alkej-918	22	17	such	such	ADJ
alkej-918	22	18	as	as	ADP
alkej-918	22	19	the	the	DET
alkej-918	22	20	ease	ease	NOUN
alkej-918	22	21	of	of	ADP
alkej-918	22	22	making	make	VERB
alkej-918	22	23	changes	change	NOUN
alkej-918	22	24	to	to	ADP
alkej-918	22	25	network	network	NOUN
alkej-918	22	26	configuration	configuration	NOUN
alkej-918	22	27	.	.	PUNCT
alkej-918	23	1	the	the	DET
alkej-918	23	2	changes	change	NOUN
alkej-918	23	3	can	can	AUX
alkej-918	23	4	be	be	AUX
alkej-918	23	5	made	make	VERB
alkej-918	23	6	to	to	ADP
alkej-918	23	7	the	the	DET
alkej-918	23	8	centralised	centralised	ADJ
alkej-918	23	9	controller	controller	NOUN
alkej-918	23	10	rather	rather	ADV
alkej-918	23	11	than	than	ADP
alkej-918	23	12	to	to	ADP
alkej-918	23	13	individual	individual	ADJ
alkej-918	23	14	devices	device	NOUN
alkej-918	23	15	,	,	PUNCT
alkej-918	23	16	which	which	PRON
alkej-918	23	17	can	can	AUX
alkej-918	23	18	be	be	AUX
alkej-918	23	19	particularly	particularly	ADV
alkej-918	23	20	beneficial	beneficial	ADJ
alkej-918	23	21	in	in	ADP
alkej-918	23	22	many	many	ADJ
alkej-918	23	23	environments	environment	NOUN
alkej-918	23	24	,	,	PUNCT
alkej-918	23	25	such	such	ADJ
alkej-918	23	26	as	as	ADP
alkej-918	23	27	data	data	NOUN
alkej-918	23	28	centres	centre	NOUN
alkej-918	23	29	[	[	X
alkej-918	23	30	3	3	NUM
alkej-918	23	31	]	]	PUNCT
alkej-918	23	32	,	,	PUNCT
alkej-918	23	33	[	[	X
alkej-918	23	34	4	4	NUM
alkej-918	23	35	]	]	PUNCT
alkej-918	23	36	,	,	PUNCT
alkej-918	23	37	5	5	NUM
alkej-918	23	38	g	g	NOUN
alkej-918	23	39	[	[	X
alkej-918	23	40	5	5	NUM
alkej-918	23	41	]	]	PUNCT
alkej-918	23	42	and	and	CCONJ
alkej-918	23	43	iot	iot	PROPN
alkej-918	23	44	networks	network	NOUN
alkej-918	23	45	[	[	X
alkej-918	23	46	6	6	NUM
alkej-918	23	47	]	]	PUNCT
alkej-918	23	48	,	,	PUNCT
alkej-918	23	49	where	where	SCONJ
alkej-918	23	50	the	the	DET
alkej-918	23	51	number	number	NOUN
alkej-918	23	52	and	and	CCONJ
alkej-918	23	53	types	type	NOUN
alkej-918	23	54	of	of	ADP
alkej-918	23	55	workloads	workload	NOUN
alkej-918	23	56	can	can	AUX
alkej-918	23	57	change	change	VERB
alkej-918	23	58	frequently	frequently	ADV
alkej-918	23	59	.	.	PUNCT
alkej-918	24	1	sdn	sdn	PROPN
alkej-918	24	2	also	also	ADV
alkej-918	24	3	allows	allow	VERB
alkej-918	24	4	for	for	SCONJ
alkej-918	24	5	the	the	DET
alkej-918	24	6	network	network	NOUN
alkej-918	24	7	to	to	PART
alkej-918	24	8	be	be	AUX
alkej-918	24	9	programmed	program	VERB
alkej-918	24	10	using	use	VERB
alkej-918	24	11	software	software	NOUN
alkej-918	24	12	applications	application	NOUN
alkej-918	24	13	.	.	PUNCT
alkej-918	25	1	many	many	ADJ
alkej-918	25	2	studies	study	NOUN
alkej-918	25	3	have	have	AUX
alkej-918	25	4	been	be	AUX
alkej-918	25	5	conducted	conduct	VERB
alkej-918	25	6	in	in	ADP
alkej-918	25	7	the	the	DET
alkej-918	25	8	field	field	NOUN
alkej-918	25	9	of	of	ADP
alkej-918	25	10	generating	generate	VERB
alkej-918	25	11	and	and	CCONJ
alkej-918	25	12	collecting	collect	VERB
alkej-918	25	13	sdn	sdn	NOUN
alkej-918	25	14	flows	flow	NOUN
alkej-918	25	15	.	.	PUNCT
alkej-918	26	1	mu	mu	NOUN
alkej-918	27	1	[	[	X
alkej-918	27	2	4	4	X
alkej-918	27	3	]	]	PUNCT
alkej-918	27	4	used	use	VERB
alkej-918	27	5	the	the	DET
alkej-918	27	6	built	build	VERB
alkej-918	27	7	-	-	PUNCT
alkej-918	27	8	in	in	ADP
alkej-918	27	9	iperf	iperf	NOUN
alkej-918	27	10	tool	tool	NOUN
alkej-918	27	11	with	with	ADP
alkej-918	27	12	a	a	DET
alkej-918	27	13	python	python	NOUN
alkej-918	27	14	script	script	NOUN
alkej-918	27	15	to	to	PART
alkej-918	27	16	simulate	simulate	VERB
alkej-918	27	17	25.6	25.6	NUM
alkej-918	27	18	mb	mb	ADP
alkej-918	27	19	and	and	CCONJ
alkej-918	27	20	256	256	NUM
alkej-918	27	21	kb	kb	PROPN
alkej-918	27	22	flows	flow	NOUN
alkej-918	27	23	using	use	VERB
alkej-918	27	24	the	the	DET
alkej-918	27	25	transmission	transmission	NOUN
alkej-918	27	26	control	control	NOUN
alkej-918	27	27	protocol	protocol	NOUN
alkej-918	27	28	(	(	PUNCT
alkej-918	27	29	tcp)/internet	tcp)/internet	NOUN
alkej-918	27	30	protocol	protocol	NOUN
alkej-918	27	31	in	in	ADP
alkej-918	27	32	1	1	NUM
alkej-918	27	33	gb	gb	NOUN
alkej-918	27	34	/	/	SYM
alkej-918	27	35	s	s	NOUN
alkej-918	27	36	links	link	NOUN
alkej-918	27	37	.	.	PUNCT
alkej-918	28	1	the	the	DET
alkej-918	28	2	configuration	configuration	NOUN
alkej-918	28	3	overhead	overhead	NOUN
alkej-918	28	4	was	be	AUX
alkej-918	28	5	reduced	reduce	VERB
alkej-918	28	6	,	,	PUNCT
alkej-918	28	7	and	and	CCONJ
alkej-918	28	8	execution	execution	NOUN
alkej-918	28	9	time	time	NOUN
alkej-918	28	10	was	be	AUX
alkej-918	28	11	improved	improve	VERB
alkej-918	28	12	by	by	ADP
alkej-918	28	13	50	50	NUM
alkej-918	28	14	%	%	NOUN
alkej-918	28	15	,	,	PUNCT
alkej-918	28	16	but	but	CCONJ
alkej-918	28	17	how	how	SCONJ
alkej-918	28	18	a	a	DET
alkej-918	28	19	built	build	VERB
alkej-918	28	20	-	-	PUNCT
alkej-918	28	21	in	in	ADP
alkej-918	28	22	iperf	iperf	NOUN
alkej-918	28	23	was	be	AUX
alkej-918	28	24	used	use	VERB
alkej-918	28	25	inside	inside	ADP
alkej-918	28	26	a	a	DET
alkej-918	28	27	python	python	NOUN
alkej-918	28	28	script	script	NOUN
alkej-918	28	29	is	be	AUX
alkej-918	28	30	not	not	PART
alkej-918	28	31	explained	explain	VERB
alkej-918	28	32	.	.	PUNCT
alkej-918	29	1	jiang	jiang	PROPN
alkej-918	29	2	et	et	PROPN
alkej-918	29	3	al	al	PROPN
alkej-918	29	4	.	.	PUNCT
alkej-918	30	1	[	[	X
alkej-918	30	2	6	6	NUM
alkej-918	30	3	]	]	PUNCT
alkej-918	30	4	utilised	utilise	VERB
alkej-918	30	5	the	the	DET
alkej-918	30	6	iperf	iperf	NOUN
alkej-918	30	7	tool	tool	NOUN
alkej-918	30	8	to	to	PART
alkej-918	30	9	generate	generate	VERB
alkej-918	30	10	traffic	traffic	NOUN
alkej-918	30	11	and	and	CCONJ
alkej-918	30	12	send	send	VERB
alkej-918	30	13	it	it	PRON
alkej-918	30	14	in	in	ADP
alkej-918	30	15	links	link	NOUN
alkej-918	30	16	that	that	PRON
alkej-918	30	17	have	have	VERB
alkej-918	30	18	a	a	DET
alkej-918	30	19	bandwidth	bandwidth	ADJ
alkej-918	30	20	(	(	PUNCT
alkej-918	30	21	bw	bw	NOUN
alkej-918	30	22	)	)	PUNCT
alkej-918	30	23	of	of	ADP
alkej-918	30	24	1	1	NUM
alkej-918	30	25	gbps	gbp	NOUN
alkej-918	30	26	and	and	CCONJ
alkej-918	30	27	https://doi.org/10.22153/kej.2025.06.002	https://doi.org/10.22153/kej.2025.06.002	ADP
alkej-918	30	28	tabarak	tabarak	PROPN
alkej-918	30	29	yassin	yassin	PROPN
alkej-918	30	30	khudhair	khudhair	PROPN
alkej-918	30	31	al	al	PROPN
alkej-918	30	32	-	-	PUNCT
alkej-918	30	33	khwarizmi	khwarizmi	PROPN
alkej-918	30	34	engineering	engineering	NOUN
alkej-918	30	35	journal	journal	PROPN
alkej-918	30	36	,	,	PUNCT
alkej-918	30	37	vol	vol	NOUN
alkej-918	30	38	.	.	PROPN
alkej-918	30	39	21	21	NUM
alkej-918	30	40	,	,	PUNCT
alkej-918	30	41	no.2	no.2	PROPN
alkej-918	30	42	,	,	PUNCT
alkej-918	30	43	pp	pp	ADJ
alkej-918	30	44	.	.	PUNCT
alkej-918	31	1	93105	93105	NUM
alkej-918	31	2	(	(	PUNCT
alkej-918	31	3	2025	2025	NUM
alkej-918	31	4	)	)	PUNCT
alkej-918	31	5	94	94	NUM
alkej-918	31	6	a	a	DET
alkej-918	31	7	round	round	ADJ
alkej-918	31	8	-	-	PUNCT
alkej-918	31	9	trip	trip	NOUN
alkej-918	31	10	time	time	NOUN
alkej-918	31	11	(	(	PUNCT
alkej-918	31	12	rtt	rtt	NOUN
alkej-918	31	13	)	)	PUNCT
alkej-918	31	14	of	of	ADP
alkej-918	31	15	0.3	0.3	NUM
alkej-918	31	16	ms	ms	NOUN
alkej-918	31	17	to	to	PART
alkej-918	31	18	achieve	achieve	VERB
alkej-918	31	19	high	high	ADJ
alkej-918	31	20	throughput	throughput	NOUN
alkej-918	31	21	with	with	ADP
alkej-918	31	22	increasing	increase	VERB
alkej-918	31	23	packet	packet	NOUN
alkej-918	31	24	loss	loss	NOUN
alkej-918	31	25	rates	rate	NOUN
alkej-918	31	26	and	and	CCONJ
alkej-918	31	27	rtt	rtt	NOUN
alkej-918	31	28	to	to	PART
alkej-918	31	29	control	control	VERB
alkej-918	31	30	congestion	congestion	NOUN
alkej-918	31	31	;	;	PUNCT
alkej-918	31	32	however	however	ADV
alkej-918	31	33	,	,	PUNCT
alkej-918	31	34	the	the	DET
alkej-918	31	35	controller	controller	NOUN
alkej-918	31	36	’s	’s	PART
alkej-918	31	37	type	type	NOUN
alkej-918	31	38	or	or	CCONJ
alkej-918	31	39	version	version	NOUN
alkej-918	31	40	is	be	AUX
alkej-918	31	41	not	not	PART
alkej-918	31	42	referred	refer	VERB
alkej-918	31	43	to	to	ADP
alkej-918	31	44	.	.	PUNCT
alkej-918	32	1	zhao	zhao	PROPN
alkej-918	32	2	et	et	PROPN
alkej-918	32	3	al	al	PROPN
alkej-918	32	4	.	.	PUNCT
alkej-918	33	1	[	[	X
alkej-918	33	2	7	7	X
alkej-918	33	3	]	]	PUNCT
alkej-918	33	4	employed	employ	VERB
alkej-918	33	5	the	the	DET
alkej-918	33	6	iperf	iperf	NOUN
alkej-918	33	7	tool	tool	NOUN
alkej-918	33	8	to	to	PART
alkej-918	33	9	generate	generate	VERB
alkej-918	33	10	traffic	traffic	NOUN
alkej-918	33	11	between	between	ADP
alkej-918	33	12	pairs	pair	NOUN
alkej-918	33	13	of	of	ADP
alkej-918	33	14	hosts	host	NOUN
alkej-918	33	15	in	in	ADP
alkej-918	33	16	intervals	interval	NOUN
alkej-918	33	17	equal	equal	ADJ
alkej-918	33	18	to	to	ADP
alkej-918	33	19	10	10	NUM
alkej-918	33	20	s	s	NOUN
alkej-918	33	21	,	,	PUNCT
alkej-918	33	22	and	and	CCONJ
alkej-918	33	23	the	the	DET
alkej-918	33	24	flow	flow	NOUN
alkej-918	33	25	load	load	NOUN
alkej-918	33	26	increased	increase	VERB
alkej-918	33	27	from	from	ADP
alkej-918	33	28	0	0	NUM
alkej-918	33	29	mbit	mbit	NOUN
alkej-918	33	30	/	/	SYM
alkej-918	33	31	s	s	NOUN
alkej-918	33	32	to	to	PART
alkej-918	33	33	25	25	NUM
alkej-918	33	34	mbit	mbit	NOUN
alkej-918	33	35	/	/	SYM
alkej-918	33	36	s	s	NOUN
alkej-918	33	37	to	to	PART
alkej-918	33	38	create	create	VERB
alkej-918	33	39	congestion	congestion	NOUN
alkej-918	33	40	in	in	ADP
alkej-918	33	41	the	the	DET
alkej-918	33	42	network	network	NOUN
alkej-918	33	43	.	.	PUNCT
alkej-918	34	1	sdn	sdn	PROPN
alkej-918	34	2	controller	controller	NOUN
alkej-918	34	3	messages	message	NOUN
alkej-918	34	4	were	be	AUX
alkej-918	34	5	also	also	ADV
alkej-918	34	6	used	use	VERB
alkej-918	34	7	to	to	PART
alkej-918	34	8	monitor	monitor	VERB
alkej-918	34	9	network	network	NOUN
alkej-918	34	10	status	status	NOUN
alkej-918	34	11	and	and	CCONJ
alkej-918	34	12	request	request	VERB
alkej-918	34	13	information	information	NOUN
alkej-918	34	14	about	about	ADP
alkej-918	34	15	the	the	DET
alkej-918	34	16	topology	topology	NOUN
alkej-918	34	17	,	,	PUNCT
alkej-918	34	18	quality	quality	NOUN
alkej-918	34	19	of	of	ADP
alkej-918	34	20	service	service	NOUN
alkej-918	34	21	(	(	PUNCT
alkej-918	34	22	qos	qos	PROPN
alkej-918	34	23	)	)	PUNCT
alkej-918	34	24	and	and	CCONJ
alkej-918	34	25	links	link	NOUN
alkej-918	34	26	.	.	PUNCT
alkej-918	35	1	given	give	VERB
alkej-918	35	2	their	their	PRON
alkej-918	35	3	efforts	effort	NOUN
alkej-918	35	4	,	,	PUNCT
alkej-918	35	5	congestion	congestion	NOUN
alkej-918	35	6	was	be	AUX
alkej-918	35	7	successfully	successfully	ADV
alkej-918	35	8	controlled	control	VERB
alkej-918	35	9	and	and	CCONJ
alkej-918	35	10	reduced	reduce	VERB
alkej-918	35	11	,	,	PUNCT
alkej-918	35	12	and	and	CCONJ
alkej-918	35	13	network	network	NOUN
alkej-918	35	14	performance	performance	NOUN
alkej-918	35	15	was	be	AUX
alkej-918	35	16	increased	increase	VERB
alkej-918	35	17	.	.	PUNCT
alkej-918	36	1	however	however	ADV
alkej-918	36	2	,	,	PUNCT
alkej-918	36	3	the	the	DET
alkej-918	36	4	specific	specific	ADJ
alkej-918	36	5	built	build	VERB
alkej-918	36	6	-	-	PUNCT
alkej-918	36	7	in	in	ADP
alkej-918	36	8	or	or	CCONJ
alkej-918	36	9	external	external	ADJ
alkej-918	36	10	tool	tool	NOUN
alkej-918	36	11	that	that	PRON
alkej-918	36	12	was	be	AUX
alkej-918	36	13	used	use	VERB
alkej-918	36	14	,	,	PUNCT
alkej-918	36	15	the	the	DET
alkej-918	36	16	version	version	NOUN
alkej-918	36	17	of	of	ADP
alkej-918	36	18	the	the	DET
alkej-918	36	19	tool	tool	NOUN
alkej-918	36	20	and	and	CCONJ
alkej-918	36	21	the	the	DET
alkej-918	36	22	protocol	protocol	NOUN
alkej-918	36	23	used	use	VERB
alkej-918	36	24	in	in	ADP
alkej-918	36	25	their	their	PRON
alkej-918	36	26	work	work	NOUN
alkej-918	36	27	are	be	AUX
alkej-918	36	28	not	not	PART
alkej-918	36	29	explained	explain	VERB
alkej-918	36	30	.	.	PUNCT
alkej-918	37	1	wu	wu	PROPN
alkej-918	37	2	et	et	PROPN
alkej-918	37	3	al	al	PROPN
alkej-918	37	4	.	.	PUNCT
alkej-918	38	1	[	[	X
alkej-918	38	2	8	8	NUM
alkej-918	38	3	]	]	PUNCT
alkej-918	38	4	used	use	VERB
alkej-918	38	5	the	the	DET
alkej-918	38	6	iperf	iperf	NOUN
alkej-918	38	7	tool	tool	NOUN
alkej-918	38	8	to	to	PART
alkej-918	38	9	simulate	simulate	VERB
alkej-918	38	10	user	user	NOUN
alkej-918	38	11	datagram	datagram	NOUN
alkej-918	38	12	protocol	protocol	NOUN
alkej-918	38	13	(	(	PUNCT
alkej-918	38	14	udp	udp	NOUN
alkej-918	38	15	)	)	PUNCT
alkej-918	38	16	traffic	traffic	NOUN
alkej-918	38	17	between	between	ADP
alkej-918	38	18	three	three	NUM
alkej-918	38	19	host	host	NOUN
alkej-918	38	20	pairs	pair	NOUN
alkej-918	38	21	at	at	ADP
alkej-918	38	22	the	the	DET
alkej-918	38	23	same	same	ADJ
alkej-918	38	24	time	time	NOUN
alkej-918	38	25	with	with	ADP
alkej-918	38	26	a	a	DET
alkej-918	38	27	changed	change	VERB
alkej-918	38	28	transmission	transmission	NOUN
alkej-918	38	29	rate	rate	NOUN
alkej-918	38	30	to	to	PART
alkej-918	38	31	predict	predict	VERB
alkej-918	38	32	link	link	NOUN
alkej-918	38	33	congestion	congestion	NOUN
alkej-918	38	34	and	and	CCONJ
alkej-918	38	35	reach	reach	VERB
alkej-918	38	36	95.4	95.4	NUM
alkej-918	38	37	%	%	NOUN
alkej-918	38	38	accuracy	accuracy	NOUN
alkej-918	38	39	.	.	PUNCT
alkej-918	39	1	meena	meena	PROPN
alkej-918	39	2	et	et	PROPN
alkej-918	39	3	al	al	PROPN
alkej-918	39	4	.	.	PUNCT
alkej-918	40	1	[	[	X
alkej-918	40	2	9	9	NUM
alkej-918	40	3	]	]	PUNCT
alkej-918	40	4	investigated	investigate	VERB
alkej-918	40	5	wireshark	wireshark	NOUN
alkej-918	40	6	,	,	PUNCT
alkej-918	40	7	the	the	DET
alkej-918	40	8	ovsofctl	ovsofctl	NOUN
alkej-918	40	9	dump	dump	NOUN
alkej-918	40	10	-	-	PUNCT
alkej-918	40	11	flows	flow	NOUN
alkej-918	40	12	instruction	instruction	NOUN
alkej-918	40	13	and	and	CCONJ
alkej-918	40	14	the	the	DET
alkej-918	40	15	pingallfull	pingallfull	NOUN
alkej-918	40	16	command	command	NOUN
alkej-918	40	17	to	to	PART
alkej-918	40	18	reduce	reduce	VERB
alkej-918	40	19	the	the	DET
alkej-918	40	20	first	first	ADJ
alkej-918	40	21	packet	packet	NOUN
alkej-918	40	22	forwarding	forwarding	NOUN
alkej-918	40	23	time	time	NOUN
alkej-918	40	24	and	and	CCONJ
alkej-918	40	25	succeeded	succeed	VERB
alkej-918	40	26	in	in	ADP
alkej-918	40	27	reducing	reduce	VERB
alkej-918	40	28	83	83	NUM
alkej-918	40	29	%	%	NOUN
alkej-918	40	30	of	of	ADP
alkej-918	40	31	the	the	DET
alkej-918	40	32	forwarding	forwarding	NOUN
alkej-918	40	33	time	time	NOUN
alkej-918	40	34	.	.	PUNCT
alkej-918	41	1	wireshark	wireshark	PROPN
alkej-918	41	2	was	be	AUX
alkej-918	41	3	used	use	VERB
alkej-918	41	4	to	to	PART
alkej-918	41	5	capture	capture	VERB
alkej-918	41	6	and	and	CCONJ
alkej-918	41	7	analyse	analyse	NOUN
alkej-918	41	8	packets	packet	NOUN
alkej-918	41	9	,	,	PUNCT
alkej-918	41	10	the	the	DET
alkej-918	41	11	ovs	ovs	NOUN
alkej-918	41	12	-	-	PUNCT
alkej-918	41	13	ofctl	ofctl	NOUN
alkej-918	41	14	dump	dump	NOUN
alkej-918	41	15	-	-	PUNCT
alkej-918	41	16	flows	flow	NOUN
alkej-918	41	17	instruction	instruction	NOUN
alkej-918	41	18	to	to	PART
alkej-918	41	19	capture	capture	VERB
alkej-918	41	20	and	and	CCONJ
alkej-918	41	21	analyse	analyse	NOUN
alkej-918	41	22	flow	flow	NOUN
alkej-918	41	23	entries	entry	NOUN
alkej-918	41	24	of	of	ADP
alkej-918	41	25	openflow	openflow	ADJ
alkej-918	41	26	switches	switch	NOUN
alkej-918	41	27	,	,	PUNCT
alkej-918	41	28	and	and	CCONJ
alkej-918	41	29	a	a	DET
alkej-918	41	30	built	build	VERB
alkej-918	41	31	-	-	PUNCT
alkej-918	41	32	in	in	ADP
alkej-918	41	33	pingallfull	pingallfull	NOUN
alkej-918	41	34	command	command	NOUN
alkej-918	41	35	on	on	ADP
alkej-918	41	36	the	the	DET
alkej-918	41	37	mininet	mininet	NOUN
alkej-918	41	38	to	to	PART
alkej-918	41	39	measure	measure	VERB
alkej-918	41	40	rtt	rtt	VERB
alkej-918	41	41	,	,	PUNCT
alkej-918	41	42	yet	yet	CCONJ
alkej-918	41	43	why	why	SCONJ
alkej-918	41	44	the	the	DET
alkej-918	41	45	pingallfull	pingallfull	NOUN
alkej-918	41	46	command	command	NOUN
alkej-918	41	47	was	be	AUX
alkej-918	41	48	selected	select	VERB
alkej-918	41	49	instead	instead	ADV
alkej-918	41	50	of	of	ADP
alkej-918	41	51	ping	ping	NOUN
alkej-918	41	52	and	and	CCONJ
alkej-918	41	53	the	the	DET
alkej-918	41	54	advantages	advantage	NOUN
alkej-918	41	55	of	of	ADP
alkej-918	41	56	using	use	VERB
alkej-918	41	57	this	this	DET
alkej-918	41	58	tool	tool	NOUN
alkej-918	41	59	are	be	AUX
alkej-918	41	60	not	not	PART
alkej-918	41	61	explained	explain	VERB
alkej-918	41	62	.	.	PUNCT
alkej-918	42	1	ali	ali	PROPN
alkej-918	42	2	et	et	PROPN
alkej-918	42	3	al	al	PROPN
alkej-918	42	4	.	.	PUNCT
alkej-918	43	1	[	[	X
alkej-918	43	2	10	10	NUM
alkej-918	43	3	]	]	PUNCT
alkej-918	43	4	applied	apply	VERB
alkej-918	43	5	a	a	DET
alkej-918	43	6	built	build	VERB
alkej-918	43	7	-	-	PUNCT
alkej-918	43	8	in	in	ADP
alkej-918	43	9	iperf3	iperf3	NOUN
alkej-918	43	10	tool	tool	NOUN
alkej-918	43	11	inside	inside	ADP
alkej-918	43	12	mininet	mininet	NOUN
alkej-918	43	13	to	to	PART
alkej-918	43	14	generate	generate	VERB
alkej-918	43	15	tcp	tcp	ADV
alkej-918	43	16	and	and	CCONJ
alkej-918	43	17	udp	udp	NOUN
alkej-918	43	18	traffic	traffic	NOUN
alkej-918	43	19	between	between	ADP
alkej-918	43	20	hosts	host	NOUN
alkej-918	43	21	and	and	CCONJ
alkej-918	43	22	measure	measure	VERB
alkej-918	43	23	the	the	DET
alkej-918	43	24	throughput	throughput	NOUN
alkej-918	43	25	and	and	CCONJ
alkej-918	43	26	transfer	transfer	VERB
alkej-918	43	27	data	datum	NOUN
alkej-918	43	28	to	to	PART
alkej-918	43	29	enhance	enhance	VERB
alkej-918	43	30	traffic	traffic	NOUN
alkej-918	43	31	load	load	NOUN
alkej-918	43	32	balancing	balancing	NOUN
alkej-918	43	33	,	,	PUNCT
alkej-918	43	34	even	even	ADV
alkej-918	43	35	though	though	SCONJ
alkej-918	43	36	the	the	DET
alkej-918	43	37	bw	bw	NOUN
alkej-918	43	38	and	and	CCONJ
alkej-918	43	39	transfer	transfer	VERB
alkej-918	43	40	duration	duration	NOUN
alkej-918	43	41	of	of	ADP
alkej-918	43	42	the	the	DET
alkej-918	43	43	generated	generate	VERB
alkej-918	43	44	traffic	traffic	NOUN
alkej-918	43	45	is	be	AUX
alkej-918	43	46	not	not	PART
alkej-918	43	47	determined	determine	VERB
alkej-918	43	48	by	by	ADP
alkej-918	43	49	them	they	PRON
alkej-918	43	50	.	.	PUNCT
alkej-918	44	1	nougnanke	nougnanke	ADJ
alkej-918	44	2	[	[	X
alkej-918	44	3	11	11	NUM
alkej-918	44	4	]	]	PUNCT
alkej-918	44	5	employed	employ	VERB
alkej-918	44	6	the	the	DET
alkej-918	44	7	iperf	iperf	NOUN
alkej-918	44	8	tool	tool	NOUN
alkej-918	44	9	to	to	PART
alkej-918	44	10	measure	measure	VERB
alkej-918	44	11	delay	delay	VERB
alkej-918	44	12	,	,	PUNCT
alkej-918	44	13	jitter	jitter	NOUN
alkej-918	44	14	and	and	CCONJ
alkej-918	44	15	bw	bw	NOUN
alkej-918	44	16	to	to	PART
alkej-918	44	17	control	control	VERB
alkej-918	44	18	congestion	congestion	NOUN
alkej-918	44	19	.	.	PUNCT
alkej-918	45	1	diel	diel	PROPN
alkej-918	45	2	et	et	PROPN
alkej-918	45	3	al	al	PROPN
alkej-918	45	4	.	.	PUNCT
alkej-918	46	1	[	[	X
alkej-918	46	2	12	12	NUM
alkej-918	46	3	]	]	PUNCT
alkej-918	46	4	used	use	VERB
alkej-918	46	5	the	the	DET
alkej-918	46	6	iperf3	iperf3	NOUN
alkej-918	46	7	tool	tool	NOUN
alkej-918	46	8	to	to	PART
alkej-918	46	9	generate	generate	VERB
alkej-918	46	10	5	5	NUM
alkej-918	46	11	gb	gb	NOUN
alkej-918	46	12	of	of	ADP
alkej-918	46	13	flows	flow	NOUN
alkej-918	46	14	and	and	CCONJ
alkej-918	46	15	send	send	VERB
alkej-918	46	16	them	they	PRON
alkej-918	46	17	in	in	ADP
alkej-918	46	18	links	link	NOUN
alkej-918	46	19	with	with	ADP
alkej-918	46	20	1	1	NUM
alkej-918	46	21	gbps	gbp	NOUN
alkej-918	46	22	of	of	ADP
alkej-918	46	23	capacity	capacity	NOUN
alkej-918	46	24	,	,	PUNCT
alkej-918	46	25	and	and	CCONJ
alkej-918	46	26	the	the	DET
alkej-918	46	27	ryu	ryu	PROPN
alkej-918	46	28	controller	controller	NOUN
alkej-918	46	29	was	be	AUX
alkej-918	46	30	used	use	VERB
alkej-918	46	31	to	to	PART
alkej-918	46	32	collect	collect	VERB
alkej-918	46	33	the	the	DET
alkej-918	46	34	sent	send	VERB
alkej-918	46	35	and	and	CCONJ
alkej-918	46	36	received	receive	VERB
alkej-918	46	37	numbers	number	NOUN
alkej-918	46	38	of	of	ADP
alkej-918	46	39	packets	packet	NOUN
alkej-918	46	40	,	,	PUNCT
alkej-918	46	41	bytes	byte	NOUN
alkej-918	46	42	,	,	PUNCT
alkej-918	46	43	drops	drop	NOUN
alkej-918	46	44	,	,	PUNCT
alkej-918	46	45	errors	error	NOUN
alkej-918	46	46	and	and	CCONJ
alkej-918	46	47	collisions	collision	NOUN
alkej-918	46	48	to	to	PART
alkej-918	46	49	avoid	avoid	VERB
alkej-918	46	50	congestion	congestion	NOUN
alkej-918	46	51	in	in	ADP
alkej-918	46	52	the	the	DET
alkej-918	46	53	data	data	NOUN
alkej-918	46	54	centre	centre	NOUN
alkej-918	46	55	,	,	PUNCT
alkej-918	46	56	which	which	PRON
alkej-918	46	57	succeeded	succeed	VERB
alkej-918	46	58	in	in	ADP
alkej-918	46	59	reducing	reduce	VERB
alkej-918	46	60	flow	flow	NOUN
alkej-918	46	61	completion	completion	NOUN
alkej-918	46	62	time	time	NOUN
alkej-918	46	63	by	by	ADP
alkej-918	46	64	half	half	NOUN
alkej-918	46	65	,	,	PUNCT
alkej-918	46	66	but	but	CCONJ
alkej-918	46	67	the	the	DET
alkej-918	46	68	specific	specific	ADJ
alkej-918	46	69	tool	tool	NOUN
alkej-918	46	70	or	or	CCONJ
alkej-918	46	71	method	method	NOUN
alkej-918	46	72	used	use	VERB
alkej-918	46	73	to	to	PART
alkej-918	46	74	collect	collect	VERB
alkej-918	46	75	data	datum	NOUN
alkej-918	46	76	was	be	AUX
alkej-918	46	77	not	not	PART
alkej-918	46	78	clarified	clarify	VERB
alkej-918	46	79	.	.	PUNCT
alkej-918	47	1	mohsin	mohsin	PROPN
alkej-918	47	2	and	and	CCONJ
alkej-918	47	3	hamad	hamad	PROPN
alkej-918	48	1	[	[	X
alkej-918	48	2	13	13	NUM
alkej-918	48	3	]	]	PUNCT
alkej-918	48	4	implemented	implement	VERB
alkej-918	48	5	a	a	DET
alkej-918	48	6	ping	ping	NOUN
alkej-918	48	7	command	command	NOUN
alkej-918	48	8	inside	inside	ADP
alkej-918	48	9	a	a	DET
alkej-918	48	10	python	python	NOUN
alkej-918	48	11	script	script	NOUN
alkej-918	48	12	to	to	PART
alkej-918	48	13	generate	generate	VERB
alkej-918	48	14	internet	internet	NOUN
alkej-918	48	15	control	control	NOUN
alkej-918	48	16	message	message	NOUN
alkej-918	48	17	protocol	protocol	NOUN
alkej-918	48	18	(	(	PUNCT
alkej-918	48	19	icmp	icmp	NOUN
alkej-918	48	20	)	)	PUNCT
alkej-918	48	21	flood	flood	NOUN
alkej-918	48	22	traffic	traffic	NOUN
alkej-918	48	23	between	between	ADP
alkej-918	48	24	hosts	host	NOUN
alkej-918	48	25	at	at	ADP
alkej-918	48	26	different	different	ADJ
alkej-918	48	27	rates	rate	NOUN
alkej-918	48	28	for	for	ADP
alkej-918	48	29	single	single	ADJ
alkej-918	48	30	topology	topology	NOUN
alkej-918	48	31	,	,	PUNCT
alkej-918	48	32	linear	linear	ADJ
alkej-918	48	33	topology	topology	NOUN
alkej-918	48	34	and	and	CCONJ
alkej-918	48	35	linear	linear	VERB
alkej-918	48	36	with	with	ADP
alkej-918	48	37	multicontroller	multicontroller	NOUN
alkej-918	48	38	topology	topology	NOUN
alkej-918	48	39	,	,	PUNCT
alkej-918	48	40	respectively	respectively	ADV
alkej-918	48	41	,	,	PUNCT
alkej-918	48	42	to	to	PART
alkej-918	48	43	detect	detect	VERB
alkej-918	48	44	and	and	CCONJ
alkej-918	48	45	eliminate	eliminate	VERB
alkej-918	48	46	ddos	ddos	NOUN
alkej-918	48	47	attacks	attack	NOUN
alkej-918	48	48	.	.	PUNCT
alkej-918	49	1	increased	increase	VERB
alkej-918	49	2	switches	switch	NOUN
alkej-918	49	3	in	in	ADP
alkej-918	49	4	single	single	ADJ
alkej-918	49	5	topology	topology	NOUN
alkej-918	49	6	reduce	reduce	VERB
alkej-918	49	7	load	load	NOUN
alkej-918	49	8	,	,	PUNCT
alkej-918	49	9	eliminate	eliminate	VERB
alkej-918	49	10	attack	attack	NOUN
alkej-918	49	11	effects	effect	NOUN
alkej-918	49	12	quickly	quickly	ADV
alkej-918	49	13	and	and	CCONJ
alkej-918	49	14	minimise	minimise	NOUN
alkej-918	49	15	detection	detection	NOUN
alkej-918	49	16	and	and	CCONJ
alkej-918	49	17	mitigation	mitigation	NOUN
alkej-918	49	18	time	time	NOUN
alkej-918	49	19	.	.	PUNCT
alkej-918	50	1	increased	increase	VERB
alkej-918	50	2	controllers	controller	NOUN
alkej-918	50	3	enhance	enhance	VERB
alkej-918	50	4	detection	detection	NOUN
alkej-918	50	5	and	and	CCONJ
alkej-918	50	6	mitigation	mitigation	NOUN
alkej-918	50	7	by	by	ADP
alkej-918	50	8	minimising	minimise	VERB
alkej-918	50	9	error	error	NOUN
alkej-918	50	10	rates	rate	NOUN
alkej-918	50	11	,	,	PUNCT
alkej-918	50	12	but	but	CCONJ
alkej-918	50	13	how	how	SCONJ
alkej-918	50	14	this	this	DET
alkej-918	50	15	method	method	NOUN
alkej-918	50	16	was	be	AUX
alkej-918	50	17	implemented	implement	VERB
alkej-918	50	18	is	be	AUX
alkej-918	50	19	not	not	PART
alkej-918	50	20	stated	state	VERB
alkej-918	50	21	.	.	PUNCT
alkej-918	51	1	this	this	DET
alkej-918	51	2	research	research	NOUN
alkej-918	51	3	aims	aim	VERB
alkej-918	51	4	to	to	PART
alkej-918	51	5	address	address	VERB
alkej-918	51	6	the	the	DET
alkej-918	51	7	shortcomings	shortcoming	NOUN
alkej-918	51	8	found	find	VERB
alkej-918	51	9	in	in	ADP
alkej-918	51	10	the	the	DET
alkej-918	51	11	literature	literature	NOUN
alkej-918	51	12	,	,	PUNCT
alkej-918	51	13	such	such	ADJ
alkej-918	51	14	as	as	ADP
alkej-918	51	15	the	the	DET
alkej-918	51	16	lack	lack	NOUN
alkej-918	51	17	of	of	ADP
alkej-918	51	18	details	detail	NOUN
alkej-918	51	19	about	about	ADP
alkej-918	51	20	the	the	DET
alkej-918	51	21	tools	tool	NOUN
alkej-918	51	22	and	and	CCONJ
alkej-918	51	23	methods	method	NOUN
alkej-918	51	24	used	use	VERB
alkej-918	51	25	to	to	PART
alkej-918	51	26	generate	generate	VERB
alkej-918	51	27	data	datum	NOUN
alkej-918	51	28	in	in	ADP
alkej-918	51	29	sdn	sdn	PROPN
alkej-918	51	30	networks	network	NOUN
alkej-918	51	31	.	.	PUNCT
alkej-918	52	1	failing	fail	VERB
alkej-918	52	2	to	to	PART
alkej-918	52	3	explain	explain	VERB
alkej-918	52	4	how	how	SCONJ
alkej-918	52	5	to	to	PART
alkej-918	52	6	hire	hire	VERB
alkej-918	52	7	many	many	ADJ
alkej-918	52	8	tools	tool	NOUN
alkej-918	52	9	or	or	CCONJ
alkej-918	52	10	how	how	SCONJ
alkej-918	52	11	to	to	PART
alkej-918	52	12	utilise	utilise	VERB
alkej-918	52	13	different	different	ADJ
alkej-918	52	14	tools	tool	NOUN
alkej-918	52	15	to	to	PART
alkej-918	52	16	accomplish	accomplish	VERB
alkej-918	52	17	the	the	DET
alkej-918	52	18	same	same	ADJ
alkej-918	52	19	task	task	NOUN
alkej-918	52	20	is	be	AUX
alkej-918	52	21	a	a	DET
alkej-918	52	22	shortcoming	shortcoming	NOUN
alkej-918	52	23	of	of	ADP
alkej-918	52	24	many	many	ADJ
alkej-918	52	25	researchers	researcher	NOUN
alkej-918	52	26	.	.	PUNCT
alkej-918	53	1	moreover	moreover	ADV
alkej-918	53	2	,	,	PUNCT
alkej-918	53	3	this	this	DET
alkej-918	53	4	work	work	NOUN
alkej-918	53	5	focuses	focus	VERB
alkej-918	53	6	on	on	ADP
alkej-918	53	7	avoiding	avoid	VERB
alkej-918	53	8	practical	practical	ADJ
alkej-918	53	9	programming	programming	NOUN
alkej-918	53	10	obstacles	obstacle	NOUN
alkej-918	53	11	during	during	ADP
alkej-918	53	12	data	datum	NOUN
alkej-918	53	13	generation	generation	NOUN
alkej-918	53	14	,	,	PUNCT
alkej-918	53	15	such	such	ADJ
alkej-918	53	16	as	as	ADP
alkej-918	53	17	the	the	DET
alkej-918	53	18	mismatch	mismatch	NOUN
alkej-918	53	19	between	between	ADP
alkej-918	53	20	the	the	DET
alkej-918	53	21	versions	version	NOUN
alkej-918	53	22	of	of	ADP
alkej-918	53	23	all	all	PRON
alkej-918	53	24	of	of	ADP
alkej-918	53	25	the	the	DET
alkej-918	53	26	software	software	NOUN
alkej-918	53	27	and	and	CCONJ
alkej-918	53	28	the	the	DET
alkej-918	53	29	programming	programming	NOUN
alkej-918	53	30	languages	language	NOUN
alkej-918	53	31	used	use	VERB
alkej-918	53	32	in	in	ADP
alkej-918	53	33	each	each	PRON
alkej-918	53	34	of	of	ADP
alkej-918	53	35	the	the	DET
alkej-918	53	36	network	network	NOUN
alkej-918	53	37	components	component	NOUN
alkej-918	53	38	.	.	PUNCT
alkej-918	54	1	this	this	DET
alkej-918	54	2	study	study	NOUN
alkej-918	54	3	also	also	ADV
alkej-918	54	4	addresses	address	VERB
alkej-918	54	5	technical	technical	ADJ
alkej-918	54	6	errors	error	NOUN
alkej-918	54	7	to	to	PART
alkej-918	54	8	achieve	achieve	VERB
alkej-918	54	9	an	an	DET
alkej-918	54	10	acceptable	acceptable	ADJ
alkej-918	54	11	reliability	reliability	NOUN
alkej-918	54	12	in	in	ADP
alkej-918	54	13	the	the	DET
alkej-918	54	14	data	datum	NOUN
alkej-918	54	15	,	,	PUNCT
alkej-918	54	16	e.g.	e.g.	ADV
alkej-918	54	17	time	time	NOUN
alkej-918	54	18	synchronisation	synchronisation	NOUN
alkej-918	54	19	when	when	SCONJ
alkej-918	54	20	using	use	VERB
alkej-918	54	21	more	more	ADJ
alkej-918	54	22	than	than	ADP
alkej-918	54	23	one	one	NUM
alkej-918	54	24	tool	tool	NOUN
alkej-918	54	25	between	between	ADP
alkej-918	54	26	specific	specific	ADJ
alkej-918	54	27	host	host	NOUN
alkej-918	54	28	pairs	pair	NOUN
alkej-918	54	29	,	,	PUNCT
alkej-918	54	30	when	when	SCONJ
alkej-918	54	31	used	use	VERB
alkej-918	54	32	as	as	ADP
alkej-918	54	33	a	a	DET
alkej-918	54	34	dataset	dataset	ADJ
alkej-918	54	35	input	input	NOUN
alkej-918	54	36	in	in	ADP
alkej-918	54	37	machine	machine	NOUN
alkej-918	54	38	learning	learning	NOUN
alkej-918	54	39	and	and	CCONJ
alkej-918	54	40	deep	deep	ADJ
alkej-918	54	41	learning	learning	NOUN
alkej-918	54	42	training	training	NOUN
alkej-918	54	43	.	.	PUNCT
alkej-918	55	1	section	section	NOUN
alkej-918	55	2	2	2	NUM
alkej-918	55	3	explains	explain	VERB
alkej-918	55	4	the	the	DET
alkej-918	55	5	sdn	sdn	NOUN
alkej-918	55	6	layers	layer	NOUN
alkej-918	55	7	and	and	CCONJ
alkej-918	55	8	devices	device	NOUN
alkej-918	55	9	used	use	VERB
alkej-918	55	10	in	in	ADP
alkej-918	55	11	the	the	DET
alkej-918	55	12	structure	structure	NOUN
alkej-918	55	13	of	of	ADP
alkej-918	55	14	the	the	DET
alkej-918	55	15	network	network	NOUN
alkej-918	55	16	.	.	PUNCT
alkej-918	56	1	section	section	NOUN
alkej-918	56	2	3	3	NUM
alkej-918	56	3	demonstrates	demonstrate	VERB
alkej-918	56	4	the	the	DET
alkej-918	56	5	work	work	NOUN
alkej-918	56	6	infrastructure	infrastructure	NOUN
alkej-918	56	7	and	and	CCONJ
alkej-918	56	8	design	design	NOUN
alkej-918	56	9	.	.	PUNCT
alkej-918	57	1	section	section	NOUN
alkej-918	57	2	4	4	NUM
alkej-918	57	3	presents	present	VERB
alkej-918	57	4	the	the	DET
alkej-918	57	5	simulated	simulate	VERB
alkej-918	57	6	topology	topology	NOUN
alkej-918	57	7	used	use	VERB
alkej-918	57	8	in	in	ADP
alkej-918	57	9	this	this	DET
alkej-918	57	10	study	study	NOUN
alkej-918	57	11	.	.	PUNCT
alkej-918	58	1	section	section	NOUN
alkej-918	58	2	5	5	NUM
alkej-918	58	3	shows	show	VERB
alkej-918	58	4	the	the	DET
alkej-918	58	5	methods	method	NOUN
alkej-918	58	6	and	and	CCONJ
alkej-918	58	7	tools	tool	NOUN
alkej-918	58	8	used	use	VERB
alkej-918	58	9	to	to	PART
alkej-918	58	10	generate	generate	VERB
alkej-918	58	11	traffic	traffic	NOUN
alkej-918	58	12	in	in	ADP
alkej-918	58	13	sdn	sdn	PROPN
alkej-918	58	14	.	.	PUNCT
alkej-918	59	1	section	section	NOUN
alkej-918	59	2	6	6	NUM
alkej-918	59	3	states	state	NOUN
alkej-918	59	4	methods	method	NOUN
alkej-918	59	5	and	and	CCONJ
alkej-918	59	6	tools	tool	NOUN
alkej-918	59	7	used	use	VERB
alkej-918	59	8	to	to	PART
alkej-918	59	9	monitor	monitor	VERB
alkej-918	59	10	network	network	NOUN
alkej-918	59	11	statistics	statistic	NOUN
alkej-918	59	12	and	and	CCONJ
alkej-918	59	13	performance	performance	NOUN
alkej-918	59	14	.	.	PUNCT
alkej-918	60	1	section	section	NOUN
alkej-918	60	2	7	7	NUM
alkej-918	60	3	conducts	conduct	VERB
alkej-918	60	4	a	a	DET
alkej-918	60	5	comparison	comparison	NOUN
alkej-918	60	6	between	between	ADP
alkej-918	60	7	all	all	DET
alkej-918	60	8	the	the	DET
alkej-918	60	9	methods	method	NOUN
alkej-918	60	10	and	and	CCONJ
alkej-918	60	11	tools	tool	NOUN
alkej-918	60	12	included	include	VERB
alkej-918	60	13	in	in	ADP
alkej-918	60	14	this	this	DET
alkej-918	60	15	study	study	NOUN
alkej-918	60	16	.	.	PUNCT
alkej-918	61	1	section	section	NOUN
alkej-918	61	2	8	8	NUM
alkej-918	61	3	contains	contain	VERB
alkej-918	61	4	the	the	DET
alkej-918	61	5	main	main	ADJ
alkej-918	61	6	conclusion	conclusion	NOUN
alkej-918	61	7	of	of	ADP
alkej-918	61	8	the	the	DET
alkej-918	61	9	study	study	NOUN
alkej-918	61	10	.	.	PUNCT
alkej-918	62	1	2	2	X
alkej-918	62	2	.	.	X
alkej-918	62	3	sdn	sdn	PROPN
alkej-918	62	4	layers	layer	NOUN
alkej-918	62	5	and	and	CCONJ
alkej-918	62	6	devices	device	NOUN
alkej-918	62	7	the	the	DET
alkej-918	62	8	sdn	sdn	PROPN
alkej-918	62	9	network	network	NOUN
alkej-918	62	10	system	system	NOUN
alkej-918	62	11	model	model	NOUN
alkej-918	62	12	consists	consist	VERB
alkej-918	62	13	of	of	ADP
alkej-918	62	14	three	three	NUM
alkej-918	62	15	layers	layer	NOUN
alkej-918	62	16	:	:	PUNCT
alkej-918	62	17	the	the	DET
alkej-918	62	18	data	data	NOUN
alkej-918	62	19	layer	layer	NOUN
alkej-918	62	20	,	,	PUNCT
alkej-918	62	21	the	the	DET
alkej-918	62	22	control	control	NOUN
alkej-918	62	23	layer	layer	NOUN
alkej-918	62	24	and	and	CCONJ
alkej-918	62	25	the	the	DET
alkej-918	62	26	application	application	NOUN
alkej-918	62	27	layer	layer	NOUN
alkej-918	62	28	[	[	X
alkej-918	62	29	14	14	NUM
alkej-918	62	30	]	]	PUNCT
alkej-918	62	31	.	.	PUNCT
alkej-918	63	1	the	the	DET
alkej-918	63	2	application	application	NOUN
alkej-918	63	3	layer	layer	NOUN
alkej-918	63	4	contains	contain	VERB
alkej-918	63	5	network	network	NOUN
alkej-918	63	6	services	service	NOUN
alkej-918	63	7	and	and	CCONJ
alkej-918	63	8	applications	application	NOUN
alkej-918	63	9	that	that	PRON
alkej-918	63	10	interact	interact	VERB
alkej-918	63	11	with	with	ADP
alkej-918	63	12	the	the	DET
alkej-918	63	13	control	control	NOUN
alkej-918	63	14	layer	layer	NOUN
alkej-918	64	1	[	[	X
alkej-918	64	2	5	5	NUM
alkej-918	64	3	]	]	PUNCT
alkej-918	64	4	.	.	PUNCT
alkej-918	65	1	the	the	DET
alkej-918	65	2	control	control	NOUN
alkej-918	65	3	layer	layer	NOUN
alkej-918	65	4	provides	provide	VERB
alkej-918	65	5	a	a	DET
alkej-918	65	6	centralised	centralised	ADJ
alkej-918	65	7	global	global	ADJ
alkej-918	65	8	view	view	NOUN
alkej-918	65	9	of	of	ADP
alkej-918	65	10	the	the	DET
alkej-918	65	11	entire	entire	ADJ
alkej-918	65	12	network	network	NOUN
alkej-918	65	13	,	,	PUNCT
alkej-918	65	14	represented	represent	VERB
alkej-918	65	15	by	by	ADP
alkej-918	65	16	controllers	controller	NOUN
alkej-918	65	17	,	,	PUNCT
alkej-918	65	18	that	that	PRON
alkej-918	65	19	provides	provide	VERB
alkej-918	65	20	updates	update	NOUN
alkej-918	65	21	and	and	CCONJ
alkej-918	65	22	collects	collect	VERB
alkej-918	65	23	data	datum	NOUN
alkej-918	65	24	from	from	ADP
alkej-918	65	25	network	network	NOUN
alkej-918	65	26	switches	switch	NOUN
alkej-918	65	27	[	[	X
alkej-918	65	28	12	12	NUM
alkej-918	65	29	]	]	PUNCT
alkej-918	65	30	.	.	PUNCT
alkej-918	66	1	given	give	VERB
alkej-918	66	2	a	a	DET
alkej-918	66	3	centralised	centralised	ADJ
alkej-918	66	4	view	view	NOUN
alkej-918	66	5	of	of	ADP
alkej-918	66	6	every	every	DET
alkej-918	66	7	device	device	NOUN
alkej-918	66	8	in	in	ADP
alkej-918	66	9	the	the	DET
alkej-918	66	10	network	network	NOUN
alkej-918	66	11	,	,	PUNCT
alkej-918	66	12	all	all	DET
alkej-918	66	13	network	network	NOUN
alkej-918	66	14	characteristics	characteristic	NOUN
alkej-918	66	15	and	and	CCONJ
alkej-918	66	16	metrics	metric	NOUN
alkej-918	66	17	can	can	AUX
alkej-918	66	18	be	be	AUX
alkej-918	66	19	monitored	monitor	VERB
alkej-918	66	20	and	and	CCONJ
alkej-918	66	21	measured	measure	VERB
alkej-918	66	22	.	.	PUNCT
alkej-918	67	1	the	the	DET
alkej-918	67	2	controller	controller	NOUN
alkej-918	67	3	gathers	gather	VERB
alkej-918	67	4	real	real	ADJ
alkej-918	67	5	-	-	PUNCT
alkej-918	67	6	time	time	NOUN
alkej-918	67	7	statistics	statistic	NOUN
alkej-918	67	8	from	from	ADP
alkej-918	67	9	all	all	DET
alkej-918	67	10	the	the	DET
alkej-918	67	11	switches	switch	NOUN
alkej-918	67	12	through	through	ADP
alkej-918	67	13	openflow	openflow	ADJ
alkej-918	67	14	messages	message	NOUN
alkej-918	67	15	that	that	PRON
alkej-918	67	16	inquire	inquire	VERB
alkej-918	67	17	the	the	DET
alkej-918	67	18	state	state	NOUN
alkej-918	67	19	of	of	ADP
alkej-918	67	20	the	the	DET
alkej-918	67	21	switches	switch	NOUN
alkej-918	67	22	periodically	periodically	ADV
alkej-918	67	23	[	[	X
alkej-918	67	24	16	16	NUM
alkej-918	67	25	]	]	PUNCT
alkej-918	67	26	,	,	PUNCT
alkej-918	67	27	allowing	allow	VERB
alkej-918	67	28	the	the	DET
alkej-918	67	29	controller	controller	NOUN
alkej-918	67	30	to	to	PART
alkej-918	67	31	be	be	AUX
alkej-918	67	32	directly	directly	ADV
alkej-918	67	33	programmable	programmable	ADJ
alkej-918	67	34	and	and	CCONJ
alkej-918	67	35	have	have	VERB
alkej-918	67	36	full	full	ADJ
alkej-918	67	37	management	management	NOUN
alkej-918	67	38	of	of	ADP
alkej-918	67	39	the	the	DET
alkej-918	67	40	switches	switch	NOUN
alkej-918	67	41	[	[	X
alkej-918	67	42	17	17	NUM
alkej-918	67	43	]	]	PUNCT
alkej-918	67	44	.	.	PUNCT
alkej-918	68	1	the	the	DET
alkej-918	68	2	controller	controller	NOUN
alkej-918	68	3	manages	manage	VERB
alkej-918	68	4	the	the	DET
alkej-918	68	5	switches	switch	NOUN
alkej-918	68	6	through	through	ADP
alkej-918	68	7	the	the	DET
alkej-918	68	8	southbound	southbound	ADJ
alkej-918	68	9	interface	interface	NOUN
alkej-918	68	10	,	,	PUNCT
alkej-918	68	11	whilst	whilst	SCONJ
alkej-918	68	12	the	the	DET
alkej-918	68	13	application	application	NOUN
alkej-918	68	14	layer	layer	NOUN
alkej-918	68	15	communicates	communicate	VERB
alkej-918	68	16	with	with	ADP
alkej-918	68	17	the	the	DET
alkej-918	68	18	controller	controller	NOUN
alkej-918	68	19	through	through	ADP
alkej-918	68	20	the	the	DET
alkej-918	68	21	northbound	northbound	NOUN
alkej-918	68	22	interface	interface	NOUN
alkej-918	68	23	.	.	PUNCT
alkej-918	69	1	the	the	DET
alkej-918	69	2	northbound	northbound	PROPN
alkej-918	69	3	interface	interface	NOUN
alkej-918	69	4	personalises	personalise	NOUN
alkej-918	69	5	the	the	DET
alkej-918	69	6	application	application	NOUN
alkej-918	69	7	of	of	ADP
alkej-918	69	8	the	the	DET
alkej-918	69	9	sdn	sdn	NOUN
alkej-918	69	10	network	network	NOUN
alkej-918	69	11	[	[	X
alkej-918	69	12	18	18	NUM
alkej-918	69	13	]	]	PUNCT
alkej-918	69	14	.	.	PUNCT
alkej-918	70	1	tabarak	tabarak	PROPN
alkej-918	70	2	yassin	yassin	PROPN
alkej-918	70	3	khudhair	khudhair	PROPN
alkej-918	70	4	al	al	PROPN
alkej-918	70	5	-	-	PUNCT
alkej-918	70	6	khwarizmi	khwarizmi	PROPN
alkej-918	70	7	engineering	engineering	NOUN
alkej-918	70	8	journal	journal	PROPN
alkej-918	70	9	,	,	PUNCT
alkej-918	70	10	vol	vol	NOUN
alkej-918	70	11	.	.	PROPN
alkej-918	70	12	21	21	NUM
alkej-918	70	13	,	,	PUNCT
alkej-918	70	14	no.2	no.2	PROPN
alkej-918	70	15	,	,	PUNCT
alkej-918	70	16	pp	pp	ADJ
alkej-918	70	17	.	.	PUNCT
alkej-918	70	18	93105	93105	NUM
alkej-918	70	19	(	(	PUNCT
alkej-918	70	20	2025	2025	NUM
alkej-918	70	21	)	)	PUNCT
alkej-918	70	22	95	95	NUM
alkej-918	71	1	the	the	DET
alkej-918	71	2	data	data	NOUN
alkej-918	71	3	layer	layer	NOUN
alkej-918	71	4	consists	consist	VERB
alkej-918	71	5	of	of	ADP
alkej-918	71	6	openflow	openflow	ADJ
alkej-918	71	7	switches	switch	NOUN
alkej-918	71	8	and	and	CCONJ
alkej-918	71	9	terminal	terminal	ADJ
alkej-918	71	10	hosts	host	NOUN
alkej-918	71	11	that	that	PRON
alkej-918	71	12	transmit	transmit	VERB
alkej-918	71	13	packets	packet	NOUN
alkej-918	71	14	according	accord	VERB
alkej-918	71	15	to	to	ADP
alkej-918	71	16	the	the	DET
alkej-918	71	17	rules	rule	NOUN
alkej-918	71	18	imposed	impose	VERB
alkej-918	71	19	by	by	ADP
alkej-918	71	20	the	the	DET
alkej-918	71	21	control	control	NOUN
alkej-918	71	22	layer	layer	NOUN
alkej-918	71	23	[	[	X
alkej-918	71	24	19	19	NUM
alkej-918	71	25	]	]	PUNCT
alkej-918	71	26	.	.	PUNCT
alkej-918	72	1	sdn	sdn	PROPN
alkej-918	72	2	uses	use	VERB
alkej-918	72	3	the	the	DET
alkej-918	72	4	openflow	openflow	ADJ
alkej-918	72	5	protocol	protocol	NOUN
alkej-918	72	6	to	to	PART
alkej-918	72	7	deal	deal	VERB
alkej-918	72	8	with	with	ADP
alkej-918	72	9	openflow	openflow	ADJ
alkej-918	72	10	switches	switch	NOUN
alkej-918	72	11	,	,	PUNCT
alkej-918	72	12	allowing	allow	VERB
alkej-918	72	13	the	the	DET
alkej-918	72	14	controller	controller	NOUN
alkej-918	72	15	and	and	CCONJ
alkej-918	72	16	switches	switch	NOUN
alkej-918	72	17	to	to	PART
alkej-918	72	18	understand	understand	VERB
alkej-918	72	19	each	each	DET
alkej-918	72	20	other	other	ADJ
alkej-918	72	21	.	.	PUNCT
alkej-918	73	1	openflow	openflow	ADJ
alkej-918	73	2	switches	switch	NOUN
alkej-918	73	3	consist	consist	VERB
alkej-918	73	4	of	of	ADP
alkej-918	73	5	several	several	ADJ
alkej-918	73	6	flow	flow	NOUN
alkej-918	73	7	tables	table	NOUN
alkej-918	73	8	[	[	X
alkej-918	73	9	3	3	NUM
alkej-918	73	10	]	]	PUNCT
alkej-918	73	11	.	.	PUNCT
alkej-918	74	1	a	a	DET
alkej-918	74	2	flow	flow	NOUN
alkej-918	74	3	table	table	NOUN
alkej-918	74	4	is	be	AUX
alkej-918	74	5	composed	compose	VERB
alkej-918	74	6	of	of	ADP
alkej-918	74	7	multiple	multiple	ADJ
alkej-918	74	8	flow	flow	NOUN
alkej-918	74	9	entries	entry	NOUN
alkej-918	74	10	that	that	PRON
alkej-918	74	11	include	include	VERB
alkej-918	74	12	the	the	DET
alkej-918	74	13	following	follow	VERB
alkej-918	74	14	:	:	PUNCT
alkej-918	74	15	match	match	VERB
alkej-918	74	16	fields	field	NOUN
alkej-918	74	17	,	,	PUNCT
alkej-918	74	18	used	use	VERB
alkej-918	74	19	to	to	PART
alkej-918	74	20	match	match	VERB
alkej-918	74	21	flows	flow	NOUN
alkej-918	74	22	;	;	PUNCT
alkej-918	74	23	priority	priority	NOUN
alkej-918	74	24	,	,	PUNCT
alkej-918	74	25	used	use	VERB
alkej-918	74	26	to	to	PART
alkej-918	74	27	match	match	VERB
alkej-918	74	28	the	the	DET
alkej-918	74	29	priority	priority	NOUN
alkej-918	74	30	of	of	ADP
alkej-918	74	31	the	the	DET
alkej-918	74	32	flow	flow	NOUN
alkej-918	74	33	;	;	PUNCT
alkej-918	74	34	counters	counter	NOUN
alkej-918	74	35	,	,	PUNCT
alkej-918	74	36	to	to	PART
alkej-918	74	37	be	be	AUX
alkej-918	74	38	refreshed	refresh	VERB
alkej-918	74	39	to	to	PART
alkej-918	74	40	match	match	VERB
alkej-918	74	41	the	the	DET
alkej-918	74	42	packets	packet	NOUN
alkej-918	74	43	;	;	PUNCT
alkej-918	74	44	instructions	instruction	NOUN
alkej-918	74	45	,	,	PUNCT
alkej-918	74	46	to	to	PART
alkej-918	74	47	determine	determine	VERB
alkej-918	74	48	the	the	DET
alkej-918	74	49	action	action	NOUN
alkej-918	74	50	taken	take	VERB
alkej-918	74	51	;	;	PUNCT
alkej-918	74	52	timeouts	timeout	NOUN
alkej-918	74	53	,	,	PUNCT
alkej-918	74	54	the	the	DET
alkej-918	74	55	total	total	ADJ
alkej-918	74	56	time	time	NOUN
alkej-918	74	57	or	or	CCONJ
alkej-918	74	58	idle	idle	ADJ
alkej-918	74	59	time	time	NOUN
alkej-918	74	60	before	before	SCONJ
alkej-918	74	61	the	the	DET
alkej-918	74	62	timeout	timeout	NOUN
alkej-918	74	63	ends	end	VERB
alkej-918	74	64	;	;	PUNCT
alkej-918	74	65	and	and	CCONJ
alkej-918	74	66	cookies	cookie	NOUN
alkej-918	74	67	,	,	PUNCT
alkej-918	74	68	the	the	DET
alkej-918	74	69	implicit	implicit	ADJ
alkej-918	74	70	value	value	NOUN
alkej-918	74	71	of	of	ADP
alkej-918	74	72	the	the	DET
alkej-918	74	73	data	datum	NOUN
alkej-918	74	74	assigned	assign	VERB
alkej-918	74	75	by	by	ADP
alkej-918	74	76	the	the	DET
alkej-918	74	77	controller	controller	NOUN
alkej-918	74	78	[	[	X
alkej-918	74	79	20	20	NUM
alkej-918	74	80	]	]	PUNCT
alkej-918	74	81	.	.	PUNCT
alkej-918	75	1	3	3	X
alkej-918	75	2	.	.	X
alkej-918	75	3	infrastructure	infrastructure	NOUN
alkej-918	75	4	and	and	CCONJ
alkej-918	75	5	design	design	NOUN
alkej-918	75	6	of	of	ADP
alkej-918	75	7	the	the	DET
alkej-918	75	8	work	work	NOUN
alkej-918	75	9	the	the	DET
alkej-918	75	10	work	work	NOUN
alkej-918	75	11	was	be	AUX
alkej-918	75	12	divided	divide	VERB
alkej-918	75	13	into	into	ADP
alkej-918	75	14	four	four	NUM
alkej-918	75	15	main	main	ADJ
alkej-918	75	16	parts	part	NOUN
alkej-918	75	17	:	:	PUNCT
alkej-918	75	18	topology	topology	NOUN
alkej-918	75	19	simulation	simulation	NOUN
alkej-918	75	20	,	,	PUNCT
alkej-918	75	21	traffic	traffic	NOUN
alkej-918	75	22	generation	generation	NOUN
alkej-918	75	23	,	,	PUNCT
alkej-918	75	24	data	datum	NOUN
alkej-918	75	25	collection	collection	NOUN
alkej-918	75	26	and	and	CCONJ
alkej-918	75	27	tool	tool	NOUN
alkej-918	75	28	comparison	comparison	NOUN
alkej-918	75	29	,	,	PUNCT
alkej-918	75	30	as	as	SCONJ
alkej-918	75	31	shown	show	VERB
alkej-918	75	32	in	in	ADP
alkej-918	75	33	figure	figure	NOUN
alkej-918	75	34	1	1	NUM
alkej-918	75	35	.	.	PUNCT
alkej-918	76	1	the	the	DET
alkej-918	76	2	topology	topology	NOUN
alkej-918	76	3	simulation	simulation	NOUN
alkej-918	76	4	part	part	NOUN
alkej-918	76	5	consists	consist	VERB
alkej-918	76	6	of	of	ADP
alkej-918	76	7	a	a	DET
alkej-918	76	8	description	description	NOUN
alkej-918	76	9	of	of	ADP
alkej-918	76	10	the	the	DET
alkej-918	76	11	simulator	simulator	NOUN
alkej-918	76	12	,	,	PUNCT
alkej-918	76	13	starting	start	VERB
alkej-918	76	14	from	from	ADP
alkej-918	76	15	a	a	DET
alkej-918	76	16	simulation	simulation	NOUN
alkej-918	76	17	of	of	ADP
alkej-918	76	18	the	the	DET
alkej-918	76	19	topology	topology	NOUN
alkej-918	76	20	,	,	PUNCT
alkej-918	76	21	then	then	ADV
alkej-918	76	22	its	its	PRON
alkej-918	76	23	connection	connection	NOUN
alkej-918	76	24	to	to	ADP
alkej-918	76	25	the	the	DET
alkej-918	76	26	controller	controller	NOUN
alkej-918	76	27	,	,	PUNCT
alkej-918	76	28	until	until	ADP
alkej-918	76	29	the	the	DET
alkej-918	76	30	operation	operation	NOUN
alkej-918	76	31	of	of	ADP
alkej-918	76	32	all	all	DET
alkej-918	76	33	the	the	DET
alkej-918	76	34	network	network	NOUN
alkej-918	76	35	components	component	NOUN
alkej-918	76	36	.	.	PUNCT
alkej-918	77	1	the	the	DET
alkej-918	77	2	second	second	ADJ
alkej-918	77	3	part	part	NOUN
alkej-918	77	4	explains	explain	VERB
alkej-918	77	5	how	how	SCONJ
alkej-918	77	6	traffic	traffic	NOUN
alkej-918	77	7	is	be	AUX
alkej-918	77	8	generated	generate	VERB
alkej-918	77	9	using	use	VERB
alkej-918	77	10	different	different	ADJ
alkej-918	77	11	tools	tool	NOUN
alkej-918	77	12	such	such	ADJ
alkej-918	77	13	as	as	ADP
alkej-918	77	14	iperf3	iperf3	NOUN
alkej-918	77	15	,	,	PUNCT
alkej-918	77	16	ping	ping	NOUN
alkej-918	77	17	,	,	PUNCT
alkej-918	77	18	and	and	CCONJ
alkej-918	77	19	python	python	NOUN
alkej-918	77	20	scripts	script	NOUN
alkej-918	77	21	.	.	PUNCT
alkej-918	78	1	afterwards	afterwards	ADV
alkej-918	78	2	,	,	PUNCT
alkej-918	78	3	in	in	ADP
alkej-918	78	4	part	part	NOUN
alkej-918	78	5	three	three	NUM
alkej-918	78	6	,	,	PUNCT
alkej-918	78	7	data	datum	NOUN
alkej-918	78	8	are	be	AUX
alkej-918	78	9	collected	collect	VERB
alkej-918	78	10	on	on	ADP
alkej-918	78	11	different	different	ADJ
alkej-918	78	12	network	network	NOUN
alkej-918	78	13	devices	device	NOUN
alkej-918	78	14	using	use	VERB
alkej-918	78	15	many	many	ADJ
alkej-918	78	16	applications	application	NOUN
alkej-918	78	17	and	and	CCONJ
alkej-918	78	18	tools	tool	NOUN
alkej-918	78	19	such	such	ADJ
alkej-918	78	20	as	as	ADP
alkej-918	78	21	wireshark	wireshark	NOUN
alkej-918	78	22	,	,	PUNCT
alkej-918	78	23	sdn	sdn	NOUN
alkej-918	78	24	controllers	controller	NOUN
alkej-918	78	25	and	and	CCONJ
alkej-918	78	26	a	a	DET
alkej-918	78	27	mininet	mininet	ADJ
alkej-918	78	28	simulator	simulator	NOUN
alkej-918	78	29	.	.	PUNCT
alkej-918	79	1	in	in	ADP
alkej-918	79	2	the	the	DET
alkej-918	79	3	final	final	ADJ
alkej-918	79	4	part	part	NOUN
alkej-918	79	5	,	,	PUNCT
alkej-918	79	6	all	all	DET
alkej-918	79	7	the	the	DET
alkej-918	79	8	tools	tool	NOUN
alkej-918	79	9	that	that	PRON
alkej-918	79	10	generate	generate	VERB
alkej-918	79	11	traffic	traffic	NOUN
alkej-918	79	12	were	be	AUX
alkej-918	79	13	compared	compare	VERB
alkej-918	79	14	,	,	PUNCT
alkej-918	79	15	and	and	CCONJ
alkej-918	79	16	the	the	DET
alkej-918	79	17	data	datum	NOUN
alkej-918	79	18	are	be	AUX
alkej-918	79	19	collected	collect	VERB
alkej-918	79	20	separately	separately	ADV
alkej-918	79	21	.	.	PUNCT
alkej-918	80	1	fig	fig	NOUN
alkej-918	80	2	.	.	PUNCT
alkej-918	81	1	1	1	X
alkej-918	81	2	.	.	X
alkej-918	81	3	workflow	workflow	NOUN
alkej-918	81	4	diagram	diagram	NOUN
alkej-918	81	5	4	4	NUM
alkej-918	81	6	.	.	PUNCT
alkej-918	82	1	simulation	simulation	NOUN
alkej-918	82	2	this	this	DET
alkej-918	82	3	research	research	NOUN
alkej-918	82	4	was	be	AUX
alkej-918	82	5	performed	perform	VERB
alkej-918	82	6	to	to	PART
alkej-918	82	7	generate	generate	VERB
alkej-918	82	8	and	and	CCONJ
alkej-918	82	9	collect	collect	VERB
alkej-918	82	10	flow	flow	NOUN
alkej-918	82	11	statistics	statistic	NOUN
alkej-918	82	12	from	from	ADP
alkej-918	82	13	the	the	DET
alkej-918	82	14	sdn	sdn	PROPN
alkej-918	82	15	switches	switch	NOUN
alkej-918	82	16	.	.	PUNCT
alkej-918	83	1	the	the	DET
alkej-918	83	2	topology	topology	NOUN
alkej-918	83	3	used	use	VERB
alkej-918	83	4	in	in	ADP
alkej-918	83	5	this	this	DET
alkej-918	83	6	study	study	NOUN
alkej-918	83	7	was	be	AUX
alkej-918	83	8	created	create	VERB
alkej-918	83	9	in	in	ADP
alkej-918	83	10	a	a	DET
alkej-918	83	11	mininet	mininet	ADJ
alkej-918	83	12	simulator	simulator	NOUN
alkej-918	83	13	[	[	X
alkej-918	83	14	21	21	NUM
alkej-918	83	15	]	]	PUNCT
alkej-918	83	16	,	,	PUNCT
alkej-918	83	17	and	and	CCONJ
alkej-918	83	18	the	the	DET
alkej-918	83	19	openflow	openflow	ADJ
alkej-918	83	20	protocol	protocol	NOUN
alkej-918	83	21	v1.3	v1.3	PROPN
alkej-918	83	22	was	be	AUX
alkej-918	83	23	used	use	VERB
alkej-918	83	24	.	.	PUNCT
alkej-918	84	1	version	version	NOUN
alkej-918	84	2	2.3.1b4	2.3.1b4	NOUN
alkej-918	84	3	of	of	ADP
alkej-918	84	4	mininet	mininet	NOUN
alkej-918	84	5	,	,	PUNCT
alkej-918	84	6	a	a	DET
alkej-918	84	7	software	software	NOUN
alkej-918	84	8	simulator	simulator	NOUN
alkej-918	84	9	,	,	PUNCT
alkej-918	84	10	was	be	AUX
alkej-918	84	11	installed	instal	VERB
alkej-918	84	12	on	on	ADP
alkej-918	84	13	a	a	DET
alkej-918	84	14	linux	linux	NOUN
alkej-918	84	15	operating	operating	NOUN
alkej-918	84	16	system	system	NOUN
alkej-918	84	17	and	and	CCONJ
alkej-918	84	18	initialised	initialise	VERB
alkej-918	84	19	for	for	ADP
alkej-918	84	20	the	the	DET
alkej-918	84	21	sdn	sdn	PROPN
alkej-918	84	22	network	network	NOUN
alkej-918	84	23	simulation	simulation	NOUN
alkej-918	84	24	.	.	PUNCT
alkej-918	85	1	it	it	PRON
alkej-918	85	2	can	can	AUX
alkej-918	85	3	simulate	simulate	VERB
alkej-918	85	4	many	many	ADJ
alkej-918	85	5	network	network	NOUN
alkej-918	85	6	topologies	topology	NOUN
alkej-918	85	7	,	,	PUNCT
alkej-918	85	8	such	such	ADJ
alkej-918	85	9	as	as	ADP
alkej-918	85	10	star	star	NOUN
alkej-918	85	11	,	,	PUNCT
alkej-918	85	12	linear	linear	ADJ
alkej-918	85	13	,	,	PUNCT
alkej-918	85	14	tree	tree	NOUN
alkej-918	85	15	,	,	PUNCT
alkej-918	85	16	etc	etc	X
alkej-918	85	17	.	.	X
alkej-918	86	1	an	an	DET
alkej-918	86	2	ryu	ryu	ADJ
alkej-918	86	3	controller	controller	NOUN
alkej-918	86	4	is	be	AUX
alkej-918	86	5	an	an	DET
alkej-918	86	6	sdn	sdn	NOUN
alkej-918	86	7	framework	framework	NOUN
alkej-918	86	8	software	software	NOUN
alkej-918	86	9	,	,	PUNCT
alkej-918	86	10	version	version	NOUN
alkej-918	86	11	4.34	4.34	NUM
alkej-918	86	12	was	be	AUX
alkej-918	86	13	used	use	VERB
alkej-918	86	14	in	in	ADP
alkej-918	86	15	this	this	DET
alkej-918	86	16	work	work	NOUN
alkej-918	86	17	.	.	PUNCT
alkej-918	87	1	the	the	DET
alkej-918	87	2	ryu	ryu	PROPN
alkej-918	87	3	controller	controller	NOUN
alkej-918	87	4	is	be	AUX
alkej-918	87	5	coded	code	VERB
alkej-918	87	6	with	with	ADP
alkej-918	87	7	python	python	NOUN
alkej-918	87	8	and	and	CCONJ
alkej-918	87	9	installed	instal	VERB
alkej-918	87	10	separately	separately	ADV
alkej-918	87	11	from	from	ADP
alkej-918	87	12	mininet	mininet	NOUN
alkej-918	87	13	but	but	CCONJ
alkej-918	87	14	has	have	VERB
alkej-918	87	15	the	the	DET
alkej-918	87	16	ability	ability	NOUN
alkej-918	87	17	to	to	PART
alkej-918	87	18	connect	connect	VERB
alkej-918	87	19	with	with	ADP
alkej-918	87	20	mininet	mininet	NOUN
alkej-918	87	21	.	.	PUNCT
alkej-918	88	1	the	the	DET
alkej-918	88	2	ryu	ryu	PROPN
alkej-918	88	3	controller	controller	NOUN
alkej-918	88	4	was	be	AUX
alkej-918	88	5	selected	select	VERB
alkej-918	88	6	instead	instead	ADV
alkej-918	88	7	of	of	ADP
alkej-918	88	8	the	the	DET
alkej-918	88	9	default	default	NOUN
alkej-918	88	10	pox	pox	NOUN
alkej-918	88	11	controller	controller	NOUN
alkej-918	88	12	because	because	SCONJ
alkej-918	88	13	of	of	ADP
alkej-918	88	14	its	its	PRON
alkej-918	88	15	ability	ability	NOUN
alkej-918	88	16	to	to	PART
alkej-918	88	17	support	support	VERB
alkej-918	88	18	all	all	DET
alkej-918	88	19	openflow	openflow	ADJ
alkej-918	88	20	protocol	protocol	NOUN
alkej-918	88	21	versions	version	NOUN
alkej-918	88	22	.	.	PUNCT
alkej-918	89	1	as	as	SCONJ
alkej-918	89	2	shown	show	VERB
alkej-918	89	3	in	in	ADP
alkej-918	89	4	figure	figure	NOUN
alkej-918	89	5	2	2	NUM
alkej-918	89	6	,	,	PUNCT
alkej-918	89	7	the	the	DET
alkej-918	89	8	network	network	NOUN
alkej-918	89	9	was	be	AUX
alkej-918	89	10	made	make	VERB
alkej-918	89	11	in	in	ADP
alkej-918	89	12	the	the	DET
alkej-918	89	13	form	form	NOUN
alkej-918	89	14	of	of	ADP
alkej-918	89	15	a	a	DET
alkej-918	89	16	tree	tree	NOUN
alkej-918	89	17	topology	topology	NOUN
alkej-918	89	18	in	in	ADP
alkej-918	89	19	depth	depth	NOUN
alkej-918	89	20	3	3	NUM
alkej-918	89	21	,	,	PUNCT
alkej-918	89	22	which	which	PRON
alkej-918	89	23	contains	contain	VERB
alkej-918	89	24	one	one	NUM
alkej-918	89	25	controller	controller	NOUN
alkej-918	89	26	,	,	PUNCT
alkej-918	89	27	seven	seven	NUM
alkej-918	89	28	switches	switch	NOUN
alkej-918	89	29	and	and	CCONJ
alkej-918	89	30	eight	eight	NUM
alkej-918	89	31	hosts	host	NOUN
alkej-918	89	32	.	.	PUNCT
alkej-918	90	1	the	the	DET
alkej-918	90	2	switches	switch	NOUN
alkej-918	90	3	are	be	AUX
alkej-918	90	4	provided	provide	VERB
alkej-918	90	5	by	by	ADP
alkej-918	90	6	mininet	mininet	NOUN
alkej-918	90	7	and	and	CCONJ
alkej-918	90	8	run	run	VERB
alkej-918	90	9	using	use	VERB
alkej-918	90	10	open	open	ADJ
alkej-918	90	11	vswitch	vswitch	NOUN
alkej-918	90	12	version	version	NOUN
alkej-918	90	13	2.13.8	2.13.8	NUM
alkej-918	90	14	.	.	PUNCT
alkej-918	91	1	all	all	DET
alkej-918	91	2	switches	switch	NOUN
alkej-918	91	3	have	have	VERB
alkej-918	91	4	three	three	NUM
alkej-918	91	5	ports	port	NOUN
alkej-918	91	6	,	,	PUNCT
alkej-918	91	7	except	except	SCONJ
alkej-918	91	8	s1	s1	PROPN
alkej-918	91	9	,	,	PUNCT
alkej-918	91	10	which	which	PRON
alkej-918	91	11	has	have	VERB
alkej-918	91	12	two	two	NUM
alkej-918	91	13	ports	port	NOUN
alkej-918	91	14	,	,	PUNCT
alkej-918	91	15	which	which	PRON
alkej-918	91	16	work	work	VERB
alkej-918	91	17	as	as	ADP
alkej-918	91	18	sending	send	VERB
alkej-918	91	19	and	and	CCONJ
alkej-918	91	20	receiving	receive	VERB
alkej-918	91	21	ports	port	NOUN
alkej-918	91	22	.	.	PUNCT
alkej-918	92	1	the	the	DET
alkej-918	92	2	hosts	host	NOUN
alkej-918	92	3	are	be	AUX
alkej-918	92	4	pcs	pc	NOUN
alkej-918	92	5	provided	provide	VERB
alkej-918	92	6	by	by	ADP
alkej-918	92	7	mininet	mininet	NOUN
alkej-918	92	8	to	to	PART
alkej-918	92	9	send	send	VERB
alkej-918	92	10	traffic	traffic	NOUN
alkej-918	92	11	.	.	PUNCT
alkej-918	93	1	tabarak	tabarak	PROPN
alkej-918	93	2	yassin	yassin	PROPN
alkej-918	93	3	khudhair	khudhair	PROPN
alkej-918	93	4	al	al	PROPN
alkej-918	93	5	-	-	PUNCT
alkej-918	93	6	khwarizmi	khwarizmi	PROPN
alkej-918	93	7	engineering	engineering	NOUN
alkej-918	93	8	journal	journal	PROPN
alkej-918	93	9	,	,	PUNCT
alkej-918	93	10	vol	vol	NOUN
alkej-918	93	11	.	.	PROPN
alkej-918	93	12	21	21	NUM
alkej-918	93	13	,	,	PUNCT
alkej-918	93	14	no.2	no.2	PROPN
alkej-918	93	15	,	,	PUNCT
alkej-918	93	16	pp	pp	ADJ
alkej-918	93	17	.	.	PUNCT
alkej-918	93	18	93105	93105	NUM
alkej-918	93	19	(	(	PUNCT
alkej-918	93	20	2025	2025	NUM
alkej-918	93	21	)	)	PUNCT
alkej-918	93	22	96	96	NUM
alkej-918	93	23	fig	fig	NOUN
alkej-918	93	24	.	.	PUNCT
alkej-918	94	1	2	2	X
alkej-918	94	2	.	.	X
alkej-918	94	3	sdn	sdn	PROPN
alkej-918	94	4	topology	topology	NOUN
alkej-918	94	5	5	5	NUM
alkej-918	94	6	.	.	PUNCT
alkej-918	94	7	methodologies	methodology	NOUN
alkej-918	94	8	to	to	PART
alkej-918	94	9	generate	generate	VERB
alkej-918	94	10	sdn	sdn	NOUN
alkej-918	94	11	traffic	traffic	NOUN
alkej-918	94	12	many	many	ADJ
alkej-918	94	13	tools	tool	NOUN
alkej-918	94	14	are	be	AUX
alkej-918	94	15	built	build	VERB
alkej-918	94	16	-	-	PUNCT
alkej-918	94	17	in	in	ADP
alkej-918	94	18	or	or	CCONJ
alkej-918	94	19	built	build	VERB
alkej-918	94	20	-	-	PUNCT
alkej-918	94	21	out	out	NOUN
alkej-918	94	22	in	in	ADP
alkej-918	94	23	the	the	DET
alkej-918	94	24	mininet	mininet	ADJ
alkej-918	94	25	simulator	simulator	NOUN
alkej-918	94	26	to	to	PART
alkej-918	94	27	generate	generate	VERB
alkej-918	94	28	traffic	traffic	NOUN
alkej-918	94	29	between	between	ADP
alkej-918	94	30	end	end	NOUN
alkej-918	94	31	hosts	host	NOUN
alkej-918	94	32	and	and	CCONJ
alkej-918	94	33	measure	measure	VERB
alkej-918	94	34	specific	specific	ADJ
alkej-918	94	35	network	network	NOUN
alkej-918	94	36	performance	performance	NOUN
alkej-918	94	37	attributes	attribute	VERB
alkej-918	94	38	.	.	PUNCT
alkej-918	95	1	the	the	DET
alkej-918	95	2	most	most	ADV
alkej-918	95	3	common	common	ADJ
alkej-918	95	4	and	and	CCONJ
alkej-918	95	5	widely	widely	ADV
alkej-918	95	6	used	use	VERB
alkej-918	95	7	tools	tool	NOUN
alkej-918	95	8	are	be	AUX
alkej-918	95	9	iperf	iperf	NOUN
alkej-918	95	10	,	,	PUNCT
alkej-918	95	11	ping	ping	NOUN
alkej-918	95	12	and	and	CCONJ
alkej-918	95	13	python	python	NOUN
alkej-918	95	14	scripts	script	NOUN
alkej-918	95	15	.	.	PUNCT
alkej-918	96	1	5.1	5.1	NUM
alkej-918	96	2	.	.	PUNCT
alkej-918	97	1	iperf3	iperf3	NOUN
alkej-918	97	2	iperf	iperf	NOUN
alkej-918	98	1	[	[	X
alkej-918	98	2	22	22	NUM
alkej-918	98	3	]	]	PUNCT
alkej-918	98	4	is	be	AUX
alkej-918	98	5	a	a	DET
alkej-918	98	6	built	build	VERB
alkej-918	98	7	-	-	PUNCT
alkej-918	98	8	out	out	ADP
alkej-918	98	9	mininet	mininet	ADJ
alkej-918	98	10	tool	tool	NOUN
alkej-918	98	11	that	that	PRON
alkej-918	98	12	generates	generate	VERB
alkej-918	98	13	and	and	CCONJ
alkej-918	98	14	simulates	simulate	NOUN
alkej-918	98	15	tcp	tcp	VERB
alkej-918	98	16	and	and	CCONJ
alkej-918	98	17	udp	udp	NOUN
alkej-918	98	18	traffic	traffic	NOUN
alkej-918	98	19	between	between	ADP
alkej-918	98	20	any	any	DET
alkej-918	98	21	pair	pair	NOUN
alkej-918	98	22	of	of	ADP
alkej-918	98	23	hosts	host	NOUN
alkej-918	98	24	,	,	PUNCT
alkej-918	98	25	one	one	NUM
alkej-918	98	26	of	of	ADP
alkej-918	98	27	which	which	PRON
alkej-918	98	28	is	be	AUX
alkej-918	98	29	a	a	DET
alkej-918	98	30	server	server	NOUN
alkej-918	98	31	and	and	CCONJ
alkej-918	98	32	the	the	DET
alkej-918	98	33	other	other	ADJ
alkej-918	98	34	a	a	DET
alkej-918	98	35	client	client	NOUN
alkej-918	98	36	.	.	PUNCT
alkej-918	99	1	the	the	DET
alkej-918	99	2	iperf	iperf	NOUN
alkej-918	99	3	tool	tool	NOUN
alkej-918	99	4	can	can	AUX
alkej-918	99	5	also	also	ADV
alkej-918	99	6	measure	measure	VERB
alkej-918	99	7	network	network	NOUN
alkej-918	99	8	performance	performance	NOUN
alkej-918	99	9	parameters	parameter	NOUN
alkej-918	99	10	such	such	ADJ
alkej-918	99	11	bw	bw	NOUN
alkej-918	99	12	,	,	PUNCT
alkej-918	99	13	jitter	jitter	NOUN
alkej-918	99	14	and	and	CCONJ
alkej-918	99	15	transferring	transfer	VERB
alkej-918	99	16	data	datum	NOUN
alkej-918	99	17	.	.	PUNCT
alkej-918	100	1	figure	figure	NOUN
alkej-918	100	2	3	3	NUM
alkej-918	100	3	shows	show	VERB
alkej-918	100	4	a	a	DET
alkej-918	100	5	sample	sample	NOUN
alkej-918	100	6	of	of	ADP
alkej-918	100	7	the	the	DET
alkej-918	100	8	generated	generate	VERB
alkej-918	100	9	traffic	traffic	NOUN
alkej-918	100	10	using	use	VERB
alkej-918	100	11	the	the	DET
alkej-918	100	12	iperf3	iperf3	NOUN
alkej-918	100	13	tool	tool	NOUN
alkej-918	100	14	between	between	ADP
alkej-918	100	15	h2	h2	PROPN
alkej-918	100	16	as	as	ADP
alkej-918	100	17	a	a	DET
alkej-918	100	18	server	server	NOUN
alkej-918	100	19	and	and	CCONJ
alkej-918	100	20	h5	h5	NOUN
alkej-918	100	21	as	as	ADP
alkej-918	100	22	a	a	DET
alkej-918	100	23	client	client	NOUN
alkej-918	100	24	;	;	PUNCT
alkej-918	100	25	given	give	VERB
alkej-918	100	26	that	that	SCONJ
alkej-918	100	27	they	they	PRON
alkej-918	100	28	are	be	AUX
alkej-918	100	29	located	locate	VERB
alkej-918	100	30	in	in	ADP
alkej-918	100	31	two	two	NUM
alkej-918	100	32	different	different	ADJ
alkej-918	100	33	subtrees	subtree	NOUN
alkej-918	100	34	,	,	PUNCT
alkej-918	100	35	this	this	PRON
alkej-918	100	36	forces	force	VERB
alkej-918	100	37	the	the	DET
alkej-918	100	38	traffic	traffic	NOUN
alkej-918	100	39	to	to	PART
alkej-918	100	40	pass	pass	VERB
alkej-918	100	41	through	through	ADP
alkej-918	100	42	most	most	ADJ
alkej-918	100	43	of	of	ADP
alkej-918	100	44	the	the	DET
alkej-918	100	45	switches	switch	NOUN
alkej-918	100	46	to	to	PART
alkej-918	100	47	reach	reach	VERB
alkej-918	100	48	the	the	DET
alkej-918	100	49	client	client	NOUN
alkej-918	100	50	.	.	PUNCT
alkej-918	101	1	tcp	tcp	PROPN
alkej-918	101	2	is	be	AUX
alkej-918	101	3	used	use	VERB
alkej-918	101	4	in	in	ADP
alkej-918	101	5	part	part	NOUN
alkej-918	101	6	a	a	PRON
alkej-918	101	7	of	of	ADP
alkej-918	101	8	figure	figure	NOUN
alkej-918	101	9	3	3	NUM
alkej-918	101	10	,	,	PUNCT
alkej-918	101	11	and	and	CCONJ
alkej-918	101	12	udp	udp	NOUN
alkej-918	101	13	is	be	AUX
alkej-918	101	14	used	use	VERB
alkej-918	101	15	in	in	ADP
alkej-918	101	16	part	part	NOUN
alkej-918	101	17	b.	b.	PROPN
alkej-918	101	18	the	the	DET
alkej-918	101	19	i	i	PROPN
alkej-918	101	20	d	d	PROPN
alkej-918	101	21	in	in	ADP
alkej-918	101	22	the	the	DET
alkej-918	101	23	list	list	NOUN
alkej-918	101	24	represents	represent	VERB
alkej-918	101	25	the	the	DET
alkej-918	101	26	identification	identification	NOUN
alkej-918	101	27	number	number	NOUN
alkej-918	101	28	of	of	ADP
alkej-918	101	29	the	the	DET
alkej-918	101	30	connection	connection	NOUN
alkej-918	101	31	.	.	PUNCT
alkej-918	102	1	the	the	DET
alkej-918	102	2	‘	'	PUNCT
alkej-918	102	3	interval	interval	NOUN
alkej-918	102	4	’	'	PUNCT
alkej-918	102	5	is	be	AUX
alkej-918	102	6	the	the	DET
alkej-918	102	7	time	time	NOUN
alkej-918	102	8	interval	interval	NOUN
alkej-918	102	9	to	to	PART
alkej-918	102	10	report	report	VERB
alkej-918	102	11	the	the	DET
alkej-918	102	12	throughput	throughput	NOUN
alkej-918	102	13	.	.	PUNCT
alkej-918	103	1	‘	'	PUNCT
alkej-918	103	2	transfer	transfer	NOUN
alkej-918	103	3	’	'	PUNCT
alkej-918	103	4	represents	represent	VERB
alkej-918	103	5	how	how	SCONJ
alkej-918	103	6	much	much	ADJ
alkej-918	103	7	data	datum	NOUN
alkej-918	103	8	was	be	AUX
alkej-918	103	9	transferred	transfer	VERB
alkej-918	103	10	in	in	ADP
alkej-918	103	11	each	each	DET
alkej-918	103	12	interval	interval	NOUN
alkej-918	103	13	.	.	PUNCT
alkej-918	104	1	‘	'	PUNCT
alkej-918	104	2	bitrate	bitrate	NOUN
alkej-918	104	3	’	'	PUNCT
alkej-918	104	4	is	be	AUX
alkej-918	104	5	the	the	DET
alkej-918	104	6	measured	measured	ADJ
alkej-918	104	7	throughput	throughput	NOUN
alkej-918	104	8	in	in	ADP
alkej-918	104	9	each	each	DET
alkej-918	104	10	interval	interval	NOUN
alkej-918	104	11	.	.	PUNCT
alkej-918	105	1	‘	'	PUNCT
alkej-918	105	2	retr	retr	NOUN
alkej-918	105	3	’	'	PUNCT
alkej-918	105	4	is	be	AUX
alkej-918	105	5	the	the	DET
alkej-918	105	6	number	number	NOUN
alkej-918	105	7	of	of	ADP
alkej-918	105	8	tcp	tcp	ADJ
alkej-918	105	9	segments	segment	NOUN
alkej-918	105	10	retransmitted	retransmit	VERB
alkej-918	105	11	in	in	ADP
alkej-918	105	12	each	each	DET
alkej-918	105	13	interval	interval	NOUN
alkej-918	105	14	.	.	PUNCT
alkej-918	106	1	‘	'	PUNCT
alkej-918	106	2	congestion	congestion	NOUN
alkej-918	106	3	window	window	NOUN
alkej-918	106	4	’	'	PUNCT
alkej-918	106	5	(	(	PUNCT
alkej-918	106	6	cwnd	cwnd	ADJ
alkej-918	106	7	)	)	PUNCT
alkej-918	106	8	indicates	indicate	VERB
alkej-918	106	9	the	the	DET
alkej-918	106	10	congestion	congestion	NOUN
alkej-918	106	11	window	window	NOUN
alkej-918	106	12	size	size	NOUN
alkej-918	106	13	in	in	ADP
alkej-918	106	14	each	each	DET
alkej-918	106	15	interval	interval	NOUN
alkej-918	106	16	.	.	PUNCT
alkej-918	107	1	‘	'	PUNCT
alkej-918	107	2	jitter	jitter	NOUN
alkej-918	107	3	’	'	PUNCT
alkej-918	107	4	represents	represent	VERB
alkej-918	107	5	the	the	DET
alkej-918	107	6	difference	difference	NOUN
alkej-918	107	7	in	in	ADP
alkej-918	107	8	packet	packet	ADJ
alkej-918	107	9	delay	delay	NOUN
alkej-918	107	10	.	.	PUNCT
alkej-918	108	1	finally	finally	ADV
alkej-918	108	2	,	,	PUNCT
alkej-918	108	3	‘	'	PUNCT
alkej-918	108	4	lost	lose	VERB
alkej-918	108	5	/	/	SYM
alkej-918	108	6	total	total	NOUN
alkej-918	108	7	’	'	PUNCT
alkej-918	108	8	indicates	indicate	VERB
alkej-918	108	9	the	the	DET
alkej-918	108	10	number	number	NOUN
alkej-918	108	11	of	of	ADP
alkej-918	108	12	lost	lose	VERB
alkej-918	108	13	datagrams	datagram	NOUN
alkej-918	108	14	over	over	ADP
alkej-918	108	15	the	the	DET
alkej-918	108	16	total	total	ADJ
alkej-918	108	17	number	number	NOUN
alkej-918	108	18	of	of	ADP
alkej-918	108	19	datagrams	datagram	NOUN
alkej-918	108	20	.	.	PUNCT
alkej-918	109	1	(	(	PUNCT
alkej-918	109	2	a	a	X
alkej-918	109	3	)	)	PUNCT
alkej-918	109	4	tcp	tcp	PROPN
alkej-918	109	5	traffic	traffic	NOUN
alkej-918	109	6	tabarak	tabarak	PROPN
alkej-918	109	7	yassin	yassin	PROPN
alkej-918	109	8	khudhair	khudhair	PROPN
alkej-918	109	9	al	al	PROPN
alkej-918	109	10	-	-	PUNCT
alkej-918	109	11	khwarizmi	khwarizmi	PROPN
alkej-918	109	12	engineering	engineering	NOUN
alkej-918	109	13	journal	journal	PROPN
alkej-918	109	14	,	,	PUNCT
alkej-918	109	15	vol	vol	NOUN
alkej-918	109	16	.	.	PROPN
alkej-918	109	17	21	21	NUM
alkej-918	109	18	,	,	PUNCT
alkej-918	109	19	no.2	no.2	PROPN
alkej-918	109	20	,	,	PUNCT
alkej-918	109	21	pp	pp	ADJ
alkej-918	109	22	.	.	PUNCT
alkej-918	110	1	93105	93105	NUM
alkej-918	110	2	(	(	PUNCT
alkej-918	110	3	2025	2025	NUM
alkej-918	110	4	)	)	PUNCT
alkej-918	110	5	97	97	NUM
alkej-918	110	6	(	(	PUNCT
alkej-918	110	7	b	b	NOUN
alkej-918	110	8	)	)	PUNCT
alkej-918	110	9	udp	udp	NOUN
alkej-918	110	10	traffic	traffic	NOUN
alkej-918	110	11	fig	fig	NOUN
alkej-918	110	12	.	.	PUNCT
alkej-918	111	1	3	3	X
alkej-918	111	2	.	.	X
alkej-918	111	3	output	output	NOUN
alkej-918	111	4	of	of	ADP
alkej-918	111	5	iperf3	iperf3	NOUN
alkej-918	111	6	tool	tool	NOUN
alkej-918	111	7	to	to	PART
alkej-918	111	8	generate	generate	VERB
alkej-918	111	9	(	(	PUNCT
alkej-918	111	10	a	a	X
alkej-918	111	11	)	)	PUNCT
alkej-918	111	12	tcp	tcp	PROPN
alkej-918	111	13	traffic	traffic	NOUN
alkej-918	111	14	,	,	PUNCT
alkej-918	111	15	(	(	PUNCT
alkej-918	111	16	b	b	X
alkej-918	111	17	)	)	PUNCT
alkej-918	111	18	udp	udp	NOUN
alkej-918	111	19	traffic	traffic	NOUN
alkej-918	111	20	5.2	5.2	NUM
alkej-918	111	21	.	.	PUNCT
alkej-918	112	1	ping	ping	PROPN
alkej-918	112	2	ping	ping	PROPN
alkej-918	112	3	is	be	AUX
alkej-918	112	4	another	another	DET
alkej-918	112	5	tool	tool	NOUN
alkej-918	112	6	that	that	PRON
alkej-918	112	7	generates	generate	VERB
alkej-918	112	8	icmp	icmp	ADJ
alkej-918	112	9	traffic	traffic	NOUN
alkej-918	112	10	between	between	ADP
alkej-918	112	11	hosts	host	NOUN
alkej-918	112	12	and	and	CCONJ
alkej-918	112	13	sends	send	VERB
alkej-918	112	14	icmp	icmp	ADJ
alkej-918	112	15	echo	echo	VERB
alkej-918	112	16	request	request	NOUN
alkej-918	112	17	and	and	CCONJ
alkej-918	112	18	echo	echo	VERB
alkej-918	112	19	reply	reply	NOUN
alkej-918	112	20	messages	message	NOUN
alkej-918	112	21	over	over	ADP
alkej-918	112	22	the	the	DET
alkej-918	112	23	network	network	NOUN
alkej-918	112	24	to	to	ADP
alkej-918	112	25	a	a	DET
alkej-918	112	26	targeted	target	VERB
alkej-918	112	27	host	host	NOUN
alkej-918	112	28	.	.	PUNCT
alkej-918	113	1	ping	ping	NOUN
alkej-918	113	2	can	can	AUX
alkej-918	113	3	be	be	AUX
alkej-918	113	4	used	use	VERB
alkej-918	113	5	to	to	PART
alkej-918	113	6	determine	determine	VERB
alkej-918	113	7	the	the	DET
alkej-918	113	8	number	number	NOUN
alkej-918	113	9	of	of	ADP
alkej-918	113	10	transmitted	transmit	VERB
alkej-918	113	11	and	and	CCONJ
alkej-918	113	12	received	receive	VERB
alkej-918	113	13	packets	packet	NOUN
alkej-918	113	14	,	,	PUNCT
alkej-918	113	15	packet	packet	NOUN
alkej-918	113	16	loss	loss	NOUN
alkej-918	113	17	percentage	percentage	NOUN
alkej-918	113	18	,	,	PUNCT
alkej-918	113	19	total	total	ADJ
alkej-918	113	20	time	time	NOUN
alkej-918	113	21	of	of	ADP
alkej-918	113	22	transmission	transmission	NOUN
alkej-918	113	23	and	and	CCONJ
alkej-918	113	24	the	the	DET
alkej-918	113	25	rtt	rtt	NOUN
alkej-918	113	26	for	for	ADP
alkej-918	113	27	end	end	NOUN
alkej-918	113	28	-	-	PUNCT
alkej-918	113	29	to	to	ADP
alkej-918	113	30	-	-	PUNCT
alkej-918	113	31	end	end	NOUN
alkej-918	113	32	network	network	NOUN
alkej-918	113	33	hosts	host	NOUN
alkej-918	113	34	.	.	PUNCT
alkej-918	114	1	figure	figure	VERB
alkej-918	114	2	4	4	NUM
alkej-918	114	3	shows	show	VERB
alkej-918	114	4	the	the	DET
alkej-918	114	5	output	output	NOUN
alkej-918	114	6	result	result	NOUN
alkej-918	114	7	of	of	ADP
alkej-918	114	8	using	use	VERB
alkej-918	114	9	the	the	DET
alkej-918	114	10	ping	ping	NOUN
alkej-918	114	11	tool	tool	NOUN
alkej-918	114	12	in	in	ADP
alkej-918	114	13	the	the	DET
alkej-918	114	14	sdn	sdn	NOUN
alkej-918	114	15	topology	topology	NOUN
alkej-918	114	16	mentioned	mention	VERB
alkej-918	114	17	in	in	ADP
alkej-918	114	18	figure	figure	NOUN
alkej-918	114	19	2	2	NUM
alkej-918	114	20	.	.	PUNCT
alkej-918	114	21	as	as	SCONJ
alkej-918	114	22	shown	show	VERB
alkej-918	114	23	in	in	ADP
alkej-918	114	24	figure	figure	NOUN
alkej-918	114	25	4	4	NUM
alkej-918	114	26	-	-	PUNCT
alkej-918	114	27	a	a	NOUN
alkej-918	114	28	,	,	PUNCT
alkej-918	114	29	h6	h6	PROPN
alkej-918	114	30	pings	ping	NOUN
alkej-918	114	31	in	in	ADP
alkej-918	114	32	10	10	NUM
alkej-918	114	33	packets	packet	NOUN
alkej-918	114	34	to	to	ADP
alkej-918	114	35	h3	h3	NOUN
alkej-918	114	36	by	by	ADP
alkej-918	114	37	using	use	VERB
alkej-918	114	38	its	its	PRON
alkej-918	114	39	ip	ip	NOUN
alkej-918	114	40	,	,	PUNCT
alkej-918	114	41	whereas	whereas	SCONJ
alkej-918	114	42	in	in	ADP
alkej-918	114	43	figure	figure	NOUN
alkej-918	114	44	4	4	NUM
alkej-918	114	45	-	-	SYM
alkej-918	114	46	b	b	NOUN
alkej-918	114	47	,	,	PUNCT
alkej-918	114	48	a	a	DET
alkej-918	114	49	built	build	VERB
alkej-918	114	50	-	-	PUNCT
alkej-918	114	51	in	in	ADP
alkej-918	114	52	ping	ping	NOUN
alkej-918	114	53	tool	tool	NOUN
alkej-918	114	54	is	be	AUX
alkej-918	114	55	used	use	VERB
alkej-918	114	56	between	between	ADP
alkej-918	114	57	h1	h1	NOUN
alkej-918	114	58	and	and	CCONJ
alkej-918	114	59	h7	h7	PROPN
alkej-918	114	60	by	by	ADP
alkej-918	114	61	sending	send	VERB
alkej-918	114	62	10	10	NUM
alkej-918	114	63	packets	packet	NOUN
alkej-918	114	64	with	with	ADP
alkej-918	114	65	a	a	DET
alkej-918	114	66	5	5	NUM
alkej-918	114	67	kb	kb	PROPN
alkej-918	114	68	data	datum	NOUN
alkej-918	114	69	size	size	NOUN
alkej-918	114	70	.	.	PUNCT
alkej-918	115	1	hosts	host	NOUN
alkej-918	115	2	are	be	AUX
alkej-918	115	3	selected	select	VERB
alkej-918	115	4	to	to	PART
alkej-918	115	5	measure	measure	VERB
alkej-918	115	6	the	the	DET
alkej-918	115	7	performance	performance	NOUN
alkej-918	115	8	between	between	ADP
alkej-918	115	9	different	different	ADJ
alkej-918	115	10	subtrees	subtree	NOUN
alkej-918	115	11	on	on	ADP
alkej-918	115	12	each	each	DET
alkej-918	115	13	side	side	NOUN
alkej-918	115	14	.	.	PUNCT
alkej-918	116	1	(	(	PUNCT
alkej-918	116	2	a	a	X
alkej-918	116	3	)	)	PUNCT
alkej-918	116	4	(	(	PUNCT
alkej-918	116	5	b	b	X
alkej-918	116	6	)	)	PUNCT
alkej-918	116	7	fig	fig	NOUN
alkej-918	116	8	.	.	PUNCT
alkej-918	117	1	4	4	X
alkej-918	117	2	.	.	X
alkej-918	117	3	using	use	VERB
alkej-918	117	4	a	a	DET
alkej-918	117	5	ping	ping	NOUN
alkej-918	117	6	tool	tool	NOUN
alkej-918	117	7	to	to	PART
alkej-918	117	8	generate	generate	VERB
alkej-918	117	9	traffic	traffic	NOUN
alkej-918	117	10	:	:	PUNCT
alkej-918	117	11	(	(	PUNCT
alkej-918	117	12	a	a	X
alkej-918	117	13	)	)	PUNCT
alkej-918	117	14	external	external	ADJ
alkej-918	117	15	host	host	NOUN
alkej-918	117	16	terminal	terminal	NOUN
alkej-918	117	17	,	,	PUNCT
alkej-918	117	18	(	(	PUNCT
alkej-918	117	19	b	b	NOUN
alkej-918	117	20	)	)	PUNCT
alkej-918	117	21	built	build	VERB
alkej-918	117	22	-	-	PUNCT
alkej-918	117	23	in	in	ADP
alkej-918	117	24	tool	tool	NOUN
alkej-918	117	25	5.3	5.3	NUM
alkej-918	117	26	.	.	PUNCT
alkej-918	118	1	python	python	PROPN
alkej-918	118	2	scripts	script	NOUN
alkej-918	118	3	the	the	DET
alkej-918	118	4	mininet	mininet	NOUN
alkej-918	118	5	simulator	simulator	NOUN
alkej-918	118	6	supports	support	VERB
alkej-918	118	7	the	the	DET
alkej-918	118	8	ability	ability	NOUN
alkej-918	118	9	to	to	PART
alkej-918	118	10	run	run	VERB
alkej-918	118	11	built	build	VERB
alkej-918	118	12	-	-	PUNCT
alkej-918	118	13	out	out	ADP
alkej-918	118	14	python	python	NOUN
alkej-918	118	15	scripts	script	NOUN
alkej-918	118	16	sequentially	sequentially	ADV
alkej-918	118	17	within	within	ADP
alkej-918	118	18	each	each	DET
alkej-918	118	19	endpoint	endpoint	NOUN
alkej-918	118	20	host	host	NOUN
alkej-918	118	21	,	,	PUNCT
alkej-918	118	22	thus	thus	ADV
alkej-918	118	23	allowing	allow	VERB
alkej-918	118	24	tcp	tcp	NOUN
alkej-918	118	25	or	or	CCONJ
alkej-918	118	26	udp	udp	VERB
alkej-918	118	27	traffic	traffic	NOUN
alkej-918	118	28	to	to	PART
alkej-918	118	29	be	be	AUX
alkej-918	118	30	generated	generate	VERB
alkej-918	118	31	and	and	CCONJ
alkej-918	118	32	sent	send	VERB
alkej-918	118	33	to	to	ADP
alkej-918	118	34	the	the	DET
alkej-918	118	35	predefined	predefine	VERB
alkej-918	118	36	destination	destination	NOUN
alkej-918	118	37	at	at	ADP
alkej-918	118	38	the	the	DET
alkej-918	118	39	given	give	VERB
alkej-918	118	40	port	port	NOUN
alkej-918	118	41	number	number	NOUN
alkej-918	118	42	.	.	PUNCT
alkej-918	119	1	tabarak	tabarak	PROPN
alkej-918	119	2	yassin	yassin	PROPN
alkej-918	119	3	khudhair	khudhair	PROPN
alkej-918	119	4	al	al	PROPN
alkej-918	119	5	-	-	PUNCT
alkej-918	119	6	khwarizmi	khwarizmi	PROPN
alkej-918	119	7	engineering	engineering	NOUN
alkej-918	119	8	journal	journal	PROPN
alkej-918	119	9	,	,	PUNCT
alkej-918	119	10	vol	vol	NOUN
alkej-918	119	11	.	.	PROPN
alkej-918	119	12	21	21	NUM
alkej-918	119	13	,	,	PUNCT
alkej-918	119	14	no.2	no.2	PROPN
alkej-918	119	15	,	,	PUNCT
alkej-918	119	16	pp	pp	ADJ
alkej-918	119	17	.	.	PUNCT
alkej-918	119	18	93105	93105	NUM
alkej-918	119	19	(	(	PUNCT
alkej-918	119	20	2025	2025	NUM
alkej-918	119	21	)	)	PUNCT
alkej-918	119	22	98	98	NUM
alkej-918	119	23	figure	figure	NOUN
alkej-918	119	24	5	5	NUM
alkej-918	119	25	shows	show	VERB
alkej-918	119	26	an	an	DET
alkej-918	119	27	example	example	NOUN
alkej-918	119	28	of	of	ADP
alkej-918	119	29	a	a	DET
alkej-918	119	30	tcp	tcp	ADJ
alkej-918	119	31	client	client	NOUN
alkej-918	119	32	–	–	PUNCT
alkej-918	119	33	server	server	NOUN
alkej-918	119	34	program	program	NOUN
alkej-918	119	35	.	.	PUNCT
alkej-918	120	1	the	the	DET
alkej-918	120	2	program	program	NOUN
alkej-918	120	3	is	be	AUX
alkej-918	120	4	a	a	DET
alkej-918	120	5	simple	simple	ADJ
alkej-918	120	6	e	e	NOUN
alkej-918	120	7	-	-	NOUN
alkej-918	120	8	mail	mail	NOUN
alkej-918	120	9	application	application	NOUN
alkej-918	120	10	where	where	SCONJ
alkej-918	120	11	the	the	DET
alkej-918	120	12	server	server	NOUN
alkej-918	120	13	is	be	AUX
alkej-918	120	14	running	run	VERB
alkej-918	120	15	on	on	ADP
alkej-918	120	16	host	host	NOUN
alkej-918	120	17	3	3	NUM
alkej-918	120	18	and	and	CCONJ
alkej-918	120	19	the	the	DET
alkej-918	120	20	clients	client	NOUN
alkej-918	120	21	,	,	PUNCT
alkej-918	120	22	on	on	ADP
alkej-918	120	23	hosts	host	NOUN
alkej-918	120	24	4	4	NUM
alkej-918	120	25	and	and	CCONJ
alkej-918	120	26	8	8	NUM
alkej-918	120	27	,	,	PUNCT
alkej-918	120	28	connect	connect	VERB
alkej-918	120	29	to	to	ADP
alkej-918	120	30	the	the	DET
alkej-918	120	31	server	server	NOUN
alkej-918	120	32	to	to	PART
alkej-918	120	33	view	view	VERB
alkej-918	120	34	received	receive	VERB
alkej-918	120	35	e	e	NOUN
alkej-918	120	36	-	-	NOUN
alkej-918	120	37	mails	mail	NOUN
alkej-918	120	38	or	or	CCONJ
alkej-918	120	39	send	send	VERB
alkej-918	120	40	a	a	DET
alkej-918	120	41	new	new	ADJ
alkej-918	120	42	one	one	NUM
alkej-918	120	43	.	.	PUNCT
alkej-918	121	1	fig	fig	NOUN
alkej-918	121	2	.	.	PUNCT
alkej-918	122	1	5	5	X
alkej-918	122	2	.	.	X
alkej-918	122	3	running	run	VERB
alkej-918	122	4	python	python	NOUN
alkej-918	122	5	script	script	NOUN
alkej-918	122	6	to	to	PART
alkej-918	122	7	generate	generate	VERB
alkej-918	122	8	traffic	traffic	NOUN
alkej-918	122	9	between	between	ADP
alkej-918	122	10	hosts	host	NOUN
alkej-918	122	11	6	6	NUM
alkej-918	122	12	.	.	PUNCT
alkej-918	123	1	methods	method	NOUN
alkej-918	123	2	of	of	ADP
alkej-918	123	3	traffic	traffic	NOUN
alkej-918	123	4	monitoring	monitor	VERB
alkej-918	123	5	many	many	ADJ
alkej-918	123	6	different	different	ADJ
alkej-918	123	7	monitoring	monitoring	NOUN
alkej-918	123	8	techniques	technique	NOUN
alkej-918	123	9	are	be	AUX
alkej-918	123	10	used	use	VERB
alkej-918	123	11	with	with	ADP
alkej-918	123	12	mininet	mininet	NOUN
alkej-918	123	13	to	to	PART
alkej-918	123	14	capture	capture	VERB
alkej-918	123	15	statistics	statistic	NOUN
alkej-918	123	16	about	about	ADP
alkej-918	123	17	the	the	DET
alkej-918	123	18	sdn	sdn	NOUN
alkej-918	123	19	network	network	NOUN
alkej-918	123	20	by	by	ADP
alkej-918	123	21	using	use	VERB
alkej-918	123	22	some	some	PRON
alkej-918	123	23	of	of	ADP
alkej-918	123	24	the	the	DET
alkej-918	123	25	openflow	openflow	ADJ
alkej-918	123	26	messages	message	NOUN
alkej-918	123	27	specified	specify	VERB
alkej-918	123	28	in	in	ADP
alkej-918	123	29	the	the	DET
alkej-918	123	30	openflow	openflow	ADJ
alkej-918	123	31	specification	specification	NOUN
alkej-918	124	1	[	[	X
alkej-918	124	2	23	23	NUM
alkej-918	124	3	]	]	PUNCT
alkej-918	124	4	.	.	PUNCT
alkej-918	125	1	the	the	DET
alkej-918	125	2	most	most	ADV
alkej-918	125	3	common	common	ADJ
alkej-918	125	4	methods	method	NOUN
alkej-918	125	5	used	use	VERB
alkej-918	125	6	to	to	PART
alkej-918	125	7	obtain	obtain	VERB
alkej-918	125	8	network	network	NOUN
alkej-918	125	9	statistics	statistic	NOUN
alkej-918	125	10	are	be	AUX
alkej-918	125	11	the	the	DET
alkej-918	125	12	controller	controller	NOUN
alkej-918	125	13	itself	itself	PRON
alkej-918	125	14	and	and	CCONJ
alkej-918	125	15	the	the	DET
alkej-918	125	16	wireshark	wireshark	NOUN
alkej-918	125	17	tool	tool	NOUN
alkej-918	125	18	.	.	PUNCT
alkej-918	126	1	6.1	6.1	NUM
alkej-918	126	2	.	.	PUNCT
alkej-918	126	3	wireshark	wireshark	PROPN
alkej-918	126	4	tool	tool	PROPN
alkej-918	126	5	wireshark	wireshark	PROPN
alkej-918	127	1	[	[	X
alkej-918	127	2	24	24	NUM
alkej-918	127	3	]	]	PUNCT
alkej-918	127	4	is	be	AUX
alkej-918	127	5	a	a	DET
alkej-918	127	6	packet	packet	NOUN
alkej-918	127	7	-	-	PUNCT
alkej-918	127	8	capture	capture	NOUN
alkej-918	127	9	tool	tool	NOUN
alkej-918	127	10	.	.	PUNCT
alkej-918	128	1	wireshark	wireshark	NOUN
alkej-918	128	2	contains	contain	VERB
alkej-918	128	3	three	three	NUM
alkej-918	128	4	panes	pane	NOUN
alkej-918	128	5	called	call	VERB
alkej-918	128	6	the	the	DET
alkej-918	128	7	packet	packet	NOUN
alkej-918	128	8	list	list	NOUN
alkej-918	128	9	pane	pane	NOUN
alkej-918	128	10	,	,	PUNCT
alkej-918	128	11	the	the	DET
alkej-918	128	12	packet	packet	NOUN
alkej-918	128	13	details	detail	NOUN
alkej-918	128	14	pane	pane	NOUN
alkej-918	128	15	,	,	PUNCT
alkej-918	128	16	and	and	CCONJ
alkej-918	128	17	the	the	DET
alkej-918	128	18	packet	packet	NOUN
alkej-918	128	19	bytes	byte	NOUN
alkej-918	128	20	pane	pane	NOUN
alkej-918	128	21	.	.	PUNCT
alkej-918	129	1	the	the	DET
alkej-918	129	2	packet	packet	NOUN
alkej-918	129	3	list	list	NOUN
alkej-918	129	4	pane	pane	NOUN
alkej-918	129	5	displays	display	VERB
alkej-918	129	6	packets	packet	NOUN
alkej-918	129	7	from	from	ADP
alkej-918	129	8	a	a	DET
alkej-918	129	9	selected	select	VERB
alkej-918	129	10	interface	interface	NOUN
alkej-918	129	11	.	.	PUNCT
alkej-918	130	1	the	the	DET
alkej-918	130	2	packet	packet	NOUN
alkej-918	130	3	details	detail	NOUN
alkej-918	130	4	pane	pane	NOUN
alkej-918	130	5	displays	display	VERB
alkej-918	130	6	the	the	DET
alkej-918	130	7	protocol	protocol	NOUN
alkej-918	130	8	fields	field	NOUN
alkej-918	130	9	used	use	VERB
alkej-918	130	10	in	in	ADP
alkej-918	130	11	the	the	DET
alkej-918	130	12	selected	select	VERB
alkej-918	130	13	packet	packet	NOUN
alkej-918	130	14	from	from	ADP
alkej-918	130	15	the	the	DET
alkej-918	130	16	packet	packet	NOUN
alkej-918	130	17	list	list	NOUN
alkej-918	130	18	pane	pane	NOUN
alkej-918	130	19	.	.	PUNCT
alkej-918	131	1	finally	finally	ADV
alkej-918	131	2	,	,	PUNCT
alkej-918	131	3	the	the	DET
alkej-918	131	4	packet	packet	NOUN
alkej-918	131	5	bytes	byte	VERB
alkej-918	131	6	pane	pane	NOUN
alkej-918	131	7	displays	display	VERB
alkej-918	131	8	the	the	DET
alkej-918	131	9	data	datum	NOUN
alkej-918	131	10	of	of	ADP
alkej-918	131	11	a	a	DET
alkej-918	131	12	packet	packet	NOUN
alkej-918	131	13	in	in	ADP
alkej-918	131	14	a	a	DET
alkej-918	131	15	hex	hex	NOUN
alkej-918	131	16	dump	dump	NOUN
alkej-918	131	17	.	.	PUNCT
alkej-918	132	1	figure	figure	NOUN
alkej-918	132	2	6	6	NUM
alkej-918	132	3	shows	show	VERB
alkej-918	132	4	a	a	DET
alkej-918	132	5	wireshark	wireshark	NOUN
alkej-918	132	6	window	window	NOUN
alkej-918	132	7	that	that	PRON
alkej-918	132	8	runs	run	VERB
alkej-918	132	9	in	in	ADP
alkej-918	132	10	the	the	DET
alkej-918	132	11	s1	s1	NOUN
alkej-918	132	12	to	to	PART
alkej-918	132	13	display	display	VERB
alkej-918	132	14	openflow	openflow	ADJ
alkej-918	132	15	packets	packet	NOUN
alkej-918	132	16	between	between	ADP
alkej-918	132	17	the	the	DET
alkej-918	132	18	switch	switch	NOUN
alkej-918	132	19	and	and	CCONJ
alkej-918	132	20	the	the	DET
alkej-918	132	21	controller	controller	NOUN
alkej-918	132	22	in	in	ADP
alkej-918	132	23	the	the	DET
alkej-918	132	24	topology	topology	NOUN
alkej-918	132	25	of	of	ADP
alkej-918	132	26	figure	figure	NOUN
alkej-918	132	27	2	2	NUM
alkej-918	132	28	.	.	PUNCT
alkej-918	132	29	as	as	SCONJ
alkej-918	132	30	shown	show	VERB
alkej-918	132	31	,	,	PUNCT
alkej-918	132	32	the	the	DET
alkej-918	132	33	packet	packet	NOUN
alkej-918	132	34	list	list	NOUN
alkej-918	132	35	pane	pane	NOUN
alkej-918	132	36	displays	display	VERB
alkej-918	132	37	the	the	DET
alkej-918	132	38	packet	packet	NOUN
alkej-918	132	39	number	number	NOUN
alkej-918	132	40	,	,	PUNCT
alkej-918	132	41	capture	capture	VERB
alkej-918	132	42	time	time	NOUN
alkej-918	132	43	of	of	ADP
alkej-918	132	44	a	a	DET
alkej-918	132	45	packet	packet	NOUN
alkej-918	132	46	,	,	PUNCT
alkej-918	132	47	ip	ip	ADJ
alkej-918	132	48	address	address	NOUN
alkej-918	132	49	and	and	CCONJ
alkej-918	132	50	port	port	NOUN
alkej-918	132	51	number	number	NOUN
alkej-918	132	52	of	of	ADP
alkej-918	132	53	the	the	DET
alkej-918	132	54	source	source	NOUN
alkej-918	132	55	and	and	CCONJ
alkej-918	132	56	destination	destination	NOUN
alkej-918	132	57	,	,	PUNCT
alkej-918	132	58	length	length	NOUN
alkej-918	132	59	of	of	ADP
alkej-918	132	60	packet	packet	NOUN
alkej-918	132	61	and	and	CCONJ
alkej-918	132	62	the	the	DET
alkej-918	132	63	packet	packet	NOUN
alkej-918	132	64	message	message	NOUN
alkej-918	132	65	type	type	NOUN
alkej-918	132	66	.	.	PUNCT
alkej-918	133	1	when	when	SCONJ
alkej-918	133	2	selecting	select	VERB
alkej-918	133	3	a	a	DET
alkej-918	133	4	packet	packet	NOUN
alkej-918	133	5	,	,	PUNCT
alkej-918	133	6	more	more	ADJ
alkej-918	133	7	details	detail	NOUN
alkej-918	133	8	about	about	ADP
alkej-918	133	9	the	the	DET
alkej-918	133	10	header	header	NOUN
alkej-918	133	11	and	and	CCONJ
alkej-918	133	12	data	datum	NOUN
alkej-918	133	13	are	be	AUX
alkej-918	133	14	presented	present	VERB
alkej-918	133	15	in	in	ADP
alkej-918	133	16	the	the	DET
alkej-918	133	17	packet	packet	NOUN
alkej-918	133	18	details	detail	NOUN
alkej-918	133	19	and	and	CCONJ
alkej-918	133	20	packet	packet	NOUN
alkej-918	133	21	bytes	byte	NOUN
alkej-918	133	22	panes	pane	NOUN
alkej-918	133	23	.	.	PUNCT
alkej-918	134	1	fig	fig	NOUN
alkej-918	134	2	.	.	PUNCT
alkej-918	135	1	6	6	X
alkej-918	135	2	.	.	X
alkej-918	135	3	output	output	NOUN
alkej-918	135	4	of	of	ADP
alkej-918	135	5	wireshark	wireshark	PROPN
alkej-918	135	6	tool	tool	PROPN
alkej-918	135	7	tabarak	tabarak	PROPN
alkej-918	135	8	yassin	yassin	PROPN
alkej-918	135	9	khudhair	khudhair	PROPN
alkej-918	135	10	al	al	PROPN
alkej-918	135	11	-	-	PUNCT
alkej-918	135	12	khwarizmi	khwarizmi	PROPN
alkej-918	135	13	engineering	engineering	NOUN
alkej-918	135	14	journal	journal	PROPN
alkej-918	135	15	,	,	PUNCT
alkej-918	135	16	vol	vol	NOUN
alkej-918	135	17	.	.	PROPN
alkej-918	135	18	21	21	NUM
alkej-918	135	19	,	,	PUNCT
alkej-918	135	20	no.2	no.2	PROPN
alkej-918	135	21	,	,	PUNCT
alkej-918	135	22	pp	pp	ADJ
alkej-918	135	23	.	.	PUNCT
alkej-918	135	24	93105	93105	NUM
alkej-918	135	25	(	(	PUNCT
alkej-918	135	26	2025	2025	NUM
alkej-918	135	27	)	)	PUNCT
alkej-918	135	28	99	99	NUM
alkej-918	135	29	6.2	6.2	NUM
alkej-918	135	30	.	.	PUNCT
alkej-918	136	1	sdn	sdn	PROPN
alkej-918	136	2	controller	controller	NOUN
alkej-918	136	3	applications	application	NOUN
alkej-918	136	4	the	the	DET
alkej-918	136	5	controller	controller	NOUN
alkej-918	136	6	is	be	AUX
alkej-918	136	7	connected	connect	VERB
alkej-918	136	8	to	to	ADP
alkej-918	136	9	sdn	sdn	PROPN
alkej-918	136	10	switches	switch	NOUN
alkej-918	136	11	through	through	ADP
alkej-918	136	12	the	the	DET
alkej-918	136	13	openflow	openflow	ADJ
alkej-918	136	14	protocol	protocol	NOUN
alkej-918	136	15	.	.	PUNCT
alkej-918	137	1	the	the	DET
alkej-918	137	2	controller	controller	NOUN
alkej-918	137	3	sends	send	VERB
alkej-918	137	4	request	request	NOUN
alkej-918	137	5	messages	message	NOUN
alkej-918	137	6	to	to	PART
alkej-918	137	7	acquire	acquire	VERB
alkej-918	137	8	statistics	statistic	NOUN
alkej-918	137	9	about	about	ADP
alkej-918	137	10	the	the	DET
alkej-918	137	11	port	port	NOUN
alkej-918	137	12	,	,	PUNCT
alkej-918	137	13	flow	flow	NOUN
alkej-918	137	14	entry	entry	NOUN
alkej-918	137	15	,	,	PUNCT
alkej-918	137	16	queue	queue	NOUN
alkej-918	137	17	,	,	PUNCT
alkej-918	137	18	group	group	NOUN
alkej-918	137	19	,	,	PUNCT
alkej-918	137	20	meter	meter	NOUN
alkej-918	137	21	and	and	CCONJ
alkej-918	137	22	topology	topology	NOUN
alkej-918	137	23	statistics	statistic	NOUN
alkej-918	137	24	.	.	PUNCT
alkej-918	138	1	when	when	SCONJ
alkej-918	138	2	a	a	DET
alkej-918	138	3	switch	switch	NOUN
alkej-918	138	4	receives	receive	VERB
alkej-918	138	5	a	a	DET
alkej-918	138	6	‘	'	PUNCT
alkej-918	138	7	request	request	NOUN
alkej-918	138	8	’	'	PUNCT
alkej-918	138	9	message	message	NOUN
alkej-918	138	10	,	,	PUNCT
alkej-918	138	11	it	it	PRON
alkej-918	138	12	sends	send	VERB
alkej-918	138	13	out	out	ADP
alkej-918	138	14	a	a	DET
alkej-918	138	15	response	response	NOUN
alkej-918	138	16	with	with	ADP
alkej-918	138	17	a	a	DET
alkej-918	138	18	‘	'	PUNCT
alkej-918	138	19	reply	reply	NOUN
alkej-918	138	20	’	'	PUNCT
alkej-918	138	21	message	message	NOUN
alkej-918	138	22	.	.	PUNCT
alkej-918	139	1	this	this	DET
alkej-918	139	2	message	message	NOUN
alkej-918	139	3	holds	hold	VERB
alkej-918	139	4	the	the	DET
alkej-918	139	5	statistics	statistic	NOUN
alkej-918	139	6	collected	collect	VERB
alkej-918	139	7	from	from	ADP
alkej-918	139	8	the	the	DET
alkej-918	139	9	switch	switch	NOUN
alkej-918	139	10	counters	counter	NOUN
alkej-918	139	11	and	and	CCONJ
alkej-918	139	12	can	can	AUX
alkej-918	139	13	also	also	ADV
alkej-918	139	14	query	query	VERB
alkej-918	139	15	about	about	ADP
alkej-918	139	16	the	the	DET
alkej-918	139	17	link	link	NOUN
alkej-918	139	18	load	load	NOUN
alkej-918	139	19	,	,	PUNCT
alkej-918	139	20	network	network	NOUN
alkej-918	139	21	topology	topology	NOUN
alkej-918	139	22	and	and	CCONJ
alkej-918	139	23	network	network	PROPN
alkej-918	139	24	qos	qos	PROPN
alkej-918	139	25	parameters	parameter	NOUN
alkej-918	139	26	.	.	PUNCT
alkej-918	140	1	6.2.1	6.2.1	X
alkej-918	140	2	.	.	PUNCT
alkej-918	141	1	simple_monitor_13.py	simple_monitor_13.py	VERB
alkej-918	141	2	the	the	DET
alkej-918	141	3	controller	controller	NOUN
alkej-918	141	4	sends	send	VERB
alkej-918	141	5	‘	'	PUNCT
alkej-918	141	6	ofportstatsrequest	ofportstatsrequest	NOUN
alkej-918	141	7	’	'	PUNCT
alkej-918	141	8	and	and	CCONJ
alkej-918	141	9	‘	'	PUNCT
alkej-918	141	10	ofpflowstatsrequest	ofpflowstatsrequest	ADJ
alkej-918	141	11	’	'	PUNCT
alkej-918	141	12	messages	message	NOUN
alkej-918	141	13	and	and	CCONJ
alkej-918	141	14	receives	receive	VERB
alkej-918	141	15	‘	'	PUNCT
alkej-918	141	16	ofportstatsreply	ofportstatsreply	ADJ
alkej-918	141	17	’	'	PUNCT
alkej-918	141	18	and	and	CCONJ
alkej-918	141	19	‘	'	PUNCT
alkej-918	141	20	ofpflowstatsreply	ofpflowstatsreply	ADJ
alkej-918	141	21	’	'	PUNCT
alkej-918	141	22	messages	message	NOUN
alkej-918	141	23	that	that	PRON
alkej-918	141	24	include	include	VERB
alkej-918	141	25	information	information	NOUN
alkej-918	141	26	about	about	ADP
alkej-918	141	27	both	both	DET
alkej-918	141	28	port	port	NOUN
alkej-918	141	29	statistics	statistic	NOUN
alkej-918	141	30	,	,	PUNCT
alkej-918	141	31	the	the	DET
alkej-918	141	32	transmitted	transmit	VERB
alkej-918	141	33	and	and	CCONJ
alkej-918	141	34	received	receive	VERB
alkej-918	141	35	number	number	NOUN
alkej-918	141	36	of	of	ADP
alkej-918	141	37	dropped	drop	VERB
alkej-918	141	38	packets	packet	NOUN
alkej-918	141	39	,	,	PUNCT
alkej-918	141	40	bytes	byte	NOUN
alkej-918	141	41	,	,	PUNCT
alkej-918	141	42	errors	error	NOUN
alkej-918	141	43	and	and	CCONJ
alkej-918	141	44	collisions	collision	NOUN
alkej-918	141	45	.	.	PUNCT
alkej-918	142	1	it	it	PRON
alkej-918	142	2	also	also	ADV
alkej-918	142	3	receives	receive	VERB
alkej-918	142	4	messages	message	NOUN
alkej-918	142	5	about	about	ADP
alkej-918	142	6	the	the	DET
alkej-918	142	7	flow	flow	NOUN
alkej-918	142	8	statistics	statistic	NOUN
alkej-918	142	9	,	,	PUNCT
alkej-918	142	10	the	the	DET
alkej-918	142	11	duration	duration	NOUN
alkej-918	142	12	of	of	ADP
alkej-918	142	13	the	the	DET
alkej-918	142	14	flow	flow	NOUN
alkej-918	142	15	,	,	PUNCT
alkej-918	142	16	packet	packet	NOUN
alkej-918	142	17	and	and	CCONJ
alkej-918	142	18	byte	byte	NOUN
alkej-918	142	19	count	count	NOUN
alkej-918	142	20	.	.	PUNCT
alkej-918	143	1	figure	figure	NOUN
alkej-918	143	2	7	7	NUM
alkej-918	143	3	shows	show	VERB
alkej-918	143	4	the	the	DET
alkej-918	143	5	output	output	NOUN
alkej-918	143	6	of	of	ADP
alkej-918	143	7	using	use	VERB
alkej-918	143	8	the	the	DET
alkej-918	143	9	ryu	ryu	PROPN
alkej-918	143	10	simple_monitor_13.py	simple_monitor_13.py	PROPN
alkej-918	143	11	script	script	NOUN
alkej-918	143	12	to	to	PART
alkej-918	143	13	determine	determine	VERB
alkej-918	143	14	which	which	PRON
alkej-918	143	15	attributes	attribute	VERB
alkej-918	143	16	’	'	PUNCT
alkej-918	143	17	statistics	statistic	NOUN
alkej-918	143	18	are	be	AUX
alkej-918	143	19	needed	need	VERB
alkej-918	143	20	in	in	ADP
alkej-918	143	21	‘	'	PUNCT
alkej-918	143	22	ofportstatsreply	ofportstatsreply	ADJ
alkej-918	143	23	’	'	PUNCT
alkej-918	143	24	and	and	CCONJ
alkej-918	143	25	‘	'	PUNCT
alkej-918	143	26	ofpflowstatsreply	ofpflowstatsreply	ADJ
alkej-918	143	27	’	'	PUNCT
alkej-918	143	28	messages	message	NOUN
alkej-918	143	29	for	for	ADP
alkej-918	143	30	switch	switch	NOUN
alkej-918	143	31	6	6	NUM
alkej-918	143	32	in	in	ADP
alkej-918	143	33	figure	figure	NOUN
alkej-918	143	34	2	2	NUM
alkej-918	143	35	.	.	PUNCT
alkej-918	144	1	(	(	PUNCT
alkej-918	144	2	a	a	X
alkej-918	144	3	)	)	PUNCT
alkej-918	144	4	(	(	PUNCT
alkej-918	144	5	b	b	X
alkej-918	144	6	)	)	PUNCT
alkej-918	144	7	fig	fig	NOUN
alkej-918	144	8	.	.	PUNCT
alkej-918	145	1	7	7	X
alkej-918	145	2	.	.	X
alkej-918	145	3	simple_monitor_13.py	simple_monitor_13.py	NOUN
alkej-918	145	4	outputs	output	NOUN
alkej-918	145	5	for	for	ADP
alkej-918	145	6	(	(	PUNCT
alkej-918	145	7	a	a	DET
alkej-918	145	8	)	)	PUNCT
alkej-918	145	9	port	port	NOUN
alkej-918	145	10	statistics	statistic	NOUN
alkej-918	145	11	and	and	CCONJ
alkej-918	145	12	(	(	PUNCT
alkej-918	145	13	b	b	NOUN
alkej-918	145	14	)	)	PUNCT
alkej-918	145	15	flow	flow	NOUN
alkej-918	145	16	statistics	statistic	NOUN
alkej-918	145	17	6.2.2	6.2.2	NUM
alkej-918	145	18	.	.	PUNCT
alkej-918	146	1	gui-topology.py	gui-topology.py	NOUN
alkej-918	146	2	gui-topology.py	gui-topology.py	PROPN
alkej-918	146	3	is	be	AUX
alkej-918	146	4	a	a	DET
alkej-918	146	5	distinct	distinct	ADJ
alkej-918	146	6	ryu	ryu	ADJ
alkej-918	146	7	application	application	NOUN
alkej-918	146	8	that	that	PRON
alkej-918	146	9	views	view	VERB
alkej-918	146	10	the	the	DET
alkej-918	146	11	topology	topology	NOUN
alkej-918	146	12	’s	’s	PART
alkej-918	146	13	switches	switch	NOUN
alkej-918	146	14	,	,	PUNCT
alkej-918	146	15	ports	port	NOUN
alkej-918	146	16	of	of	ADP
alkej-918	146	17	each	each	DET
alkej-918	146	18	link	link	NOUN
alkej-918	146	19	and	and	CCONJ
alkej-918	146	20	the	the	DET
alkej-918	146	21	switch	switch	NOUN
alkej-918	146	22	i	i	NOUN
alkej-918	146	23	d	d	VERB
alkej-918	146	24	as	as	ADP
alkej-918	146	25	data	data	NOUN
alkej-918	146	26	-	-	PUNCT
alkej-918	146	27	path	path	NOUN
alkej-918	146	28	-	-	PUNCT
alkej-918	146	29	id	id	NOUN
alkej-918	146	30	(	(	PUNCT
alkej-918	146	31	dpid	dpid	NOUN
alkej-918	146	32	)	)	PUNCT
alkej-918	146	33	.	.	PUNCT
alkej-918	147	1	this	this	DET
alkej-918	147	2	script	script	NOUN
alkej-918	147	3	also	also	ADV
alkej-918	147	4	provides	provide	VERB
alkej-918	147	5	information	information	NOUN
alkej-918	147	6	about	about	ADP
alkej-918	147	7	flows	flow	NOUN
alkej-918	147	8	for	for	ADP
alkej-918	147	9	each	each	DET
alkej-918	147	10	switch	switch	NOUN
alkej-918	147	11	.	.	PUNCT
alkej-918	148	1	figure	figure	NOUN
alkej-918	148	2	8	8	NUM
alkej-918	148	3	shows	show	VERB
alkej-918	148	4	the	the	DET
alkej-918	148	5	information	information	NOUN
alkej-918	148	6	that	that	PRON
alkej-918	148	7	was	be	AUX
alkej-918	148	8	provided	provide	VERB
alkej-918	148	9	from	from	ADP
alkej-918	148	10	the	the	DET
alkej-918	148	11	gui	gui	NOUN
alkej-918	148	12	-	-	PUNCT
alkej-918	148	13	topology	topology	NOUN
alkej-918	148	14	application	application	NOUN
alkej-918	148	15	.	.	PUNCT
alkej-918	149	1	tabarak	tabarak	PROPN
alkej-918	149	2	yassin	yassin	PROPN
alkej-918	149	3	khudhair	khudhair	PROPN
alkej-918	149	4	al	al	PROPN
alkej-918	149	5	-	-	PUNCT
alkej-918	149	6	khwarizmi	khwarizmi	PROPN
alkej-918	149	7	engineering	engineering	NOUN
alkej-918	149	8	journal	journal	PROPN
alkej-918	149	9	,	,	PUNCT
alkej-918	149	10	vol	vol	NOUN
alkej-918	149	11	.	.	PROPN
alkej-918	149	12	21	21	NUM
alkej-918	149	13	,	,	PUNCT
alkej-918	149	14	no.2	no.2	PROPN
alkej-918	149	15	,	,	PUNCT
alkej-918	149	16	pp	pp	ADJ
alkej-918	149	17	.	.	PUNCT
alkej-918	149	18	93105	93105	NUM
alkej-918	149	19	(	(	PUNCT
alkej-918	149	20	2025	2025	NUM
alkej-918	149	21	)	)	PUNCT
alkej-918	149	22	100	100	NUM
alkej-918	149	23	fig	fig	NOUN
alkej-918	149	24	.	.	PUNCT
alkej-918	150	1	8	8	X
alkej-918	150	2	.	.	X
alkej-918	150	3	gui	gui	NOUN
alkej-918	150	4	-	-	PUNCT
alkej-918	150	5	topology	topology	NOUN
alkej-918	150	6	application	application	NOUN
alkej-918	150	7	for	for	ADP
alkej-918	150	8	viewing	view	VERB
alkej-918	150	9	sdn	sdn	NOUN
alkej-918	150	10	topology	topology	NOUN
alkej-918	150	11	and	and	CCONJ
alkej-918	150	12	flow	flow	NOUN
alkej-918	150	13	statistics	statistic	NOUN
alkej-918	150	14	6.2.3	6.2.3	NUM
alkej-918	150	15	.	.	PUNCT
alkej-918	151	1	flowmanager.py	flowmanager.py	PRON
alkej-918	151	2	flowmanager.py	flowmanager.py	PRON
alkej-918	152	1	[	[	X
alkej-918	152	2	25	25	NUM
alkej-918	152	3	]	]	PUNCT
alkej-918	152	4	is	be	AUX
alkej-918	152	5	a	a	DET
alkej-918	152	6	web	web	NOUN
alkej-918	152	7	application	application	NOUN
alkej-918	152	8	that	that	PRON
alkej-918	152	9	views	view	VERB
alkej-918	152	10	the	the	DET
alkej-918	152	11	switches	switch	NOUN
alkej-918	152	12	and	and	CCONJ
alkej-918	152	13	hosts	host	NOUN
alkej-918	152	14	of	of	ADP
alkej-918	152	15	the	the	DET
alkej-918	152	16	topology	topology	NOUN
alkej-918	152	17	,	,	PUNCT
alkej-918	152	18	ports	port	NOUN
alkej-918	152	19	in	in	ADP
alkej-918	152	20	each	each	DET
alkej-918	152	21	switch	switch	NOUN
alkej-918	152	22	and	and	CCONJ
alkej-918	152	23	host	host	NOUN
alkej-918	152	24	,	,	PUNCT
alkej-918	152	25	switch	switch	VERB
alkej-918	152	26	i	i	PROPN
alkej-918	152	27	d	d	PROPN
alkej-918	152	28	and	and	CCONJ
alkej-918	152	29	host	host	PROPN
alkej-918	152	30	mac	mac	PROPN
alkej-918	152	31	address	address	NOUN
alkej-918	152	32	.	.	PUNCT
alkej-918	153	1	this	this	DET
alkej-918	153	2	application	application	NOUN
alkej-918	153	3	can	can	AUX
alkej-918	153	4	also	also	ADV
alkej-918	153	5	provide	provide	VERB
alkej-918	153	6	information	information	NOUN
alkej-918	153	7	about	about	ADP
alkej-918	153	8	switches	switch	NOUN
alkej-918	153	9	.	.	PUNCT
alkej-918	154	1	figure	figure	NOUN
alkej-918	154	2	9	9	NUM
alkej-918	154	3	shows	show	VERB
alkej-918	154	4	the	the	DET
alkej-918	154	5	topology	topology	NOUN
alkej-918	154	6	that	that	PRON
alkej-918	154	7	was	be	AUX
alkej-918	154	8	presented	present	VERB
alkej-918	154	9	using	use	VERB
alkej-918	154	10	the	the	DET
alkej-918	154	11	flowmanager.py	flowmanager.py	NOUN
alkej-918	154	12	application	application	NOUN
alkej-918	154	13	.	.	PUNCT
alkej-918	155	1	fig	fig	NOUN
alkej-918	155	2	.	.	PUNCT
alkej-918	156	1	9	9	X
alkej-918	156	2	.	.	X
alkej-918	156	3	flowmanager	flowmanager	NOUN
alkej-918	156	4	application	application	NOUN
alkej-918	156	5	for	for	ADP
alkej-918	156	6	viewing	view	VERB
alkej-918	156	7	sdn	sdn	NOUN
alkej-918	156	8	topology	topology	NOUN
alkej-918	156	9	and	and	CCONJ
alkej-918	156	10	switch	switch	VERB
alkej-918	156	11	statistics	statistics	PROPN
alkej-918	156	12	tabarak	tabarak	PROPN
alkej-918	156	13	yassin	yassin	PROPN
alkej-918	156	14	khudhair	khudhair	PROPN
alkej-918	156	15	al	al	PROPN
alkej-918	156	16	-	-	PUNCT
alkej-918	156	17	khwarizmi	khwarizmi	PROPN
alkej-918	156	18	engineering	engineering	NOUN
alkej-918	156	19	journal	journal	PROPN
alkej-918	156	20	,	,	PUNCT
alkej-918	156	21	vol	vol	NOUN
alkej-918	156	22	.	.	PROPN
alkej-918	156	23	21	21	NUM
alkej-918	156	24	,	,	PUNCT
alkej-918	156	25	no.2	no.2	PROPN
alkej-918	156	26	,	,	PUNCT
alkej-918	156	27	pp	pp	ADJ
alkej-918	156	28	.	.	PUNCT
alkej-918	157	1	93105	93105	NUM
alkej-918	157	2	(	(	PUNCT
alkej-918	157	3	2025	2025	NUM
alkej-918	157	4	)	)	PUNCT
alkej-918	157	5	101	101	NUM
alkej-918	157	6	6.3	6.3	NUM
alkej-918	157	7	.	.	PUNCT
alkej-918	158	1	mininet	mininet	ADJ
alkej-918	158	2	commands	command	NOUN
alkej-918	158	3	mininet	mininet	NOUN
alkej-918	158	4	offers	offer	VERB
alkej-918	158	5	a	a	DET
alkej-918	158	6	built	build	VERB
alkej-918	158	7	-	-	PUNCT
alkej-918	158	8	in	in	ADP
alkej-918	158	9	command	command	NOUN
alkej-918	158	10	-	-	PUNCT
alkej-918	158	11	line	line	NOUN
alkej-918	158	12	interface	interface	NOUN
alkej-918	158	13	(	(	PUNCT
alkej-918	158	14	cli	cli	NOUN
alkej-918	158	15	)	)	PUNCT
alkej-918	158	16	for	for	ADP
alkej-918	158	17	managing	manage	VERB
alkej-918	158	18	virtual	virtual	ADJ
alkej-918	158	19	networks	network	NOUN
alkej-918	158	20	and	and	CCONJ
alkej-918	158	21	communicating	communicate	VERB
alkej-918	158	22	with	with	ADP
alkej-918	158	23	them	they	PRON
alkej-918	158	24	.	.	PUNCT
alkej-918	159	1	network	network	NOUN
alkej-918	159	2	topologies	topology	NOUN
alkej-918	159	3	,	,	PUNCT
alkej-918	159	4	network	network	NOUN
alkej-918	159	5	starts	start	VERB
alkej-918	159	6	and	and	CCONJ
alkej-918	159	7	stops	stop	NOUN
alkej-918	159	8	,	,	PUNCT
alkej-918	159	9	network	network	NOUN
alkej-918	159	10	device	device	NOUN
alkej-918	159	11	configurations	configuration	NOUN
alkej-918	159	12	and	and	CCONJ
alkej-918	159	13	connectivity	connectivity	NOUN
alkej-918	159	14	tests	test	NOUN
alkej-918	159	15	are	be	AUX
alkej-918	159	16	all	all	PRON
alkej-918	159	17	accomplished	accomplish	VERB
alkej-918	159	18	with	with	ADP
alkej-918	159	19	the	the	DET
alkej-918	159	20	use	use	NOUN
alkej-918	159	21	of	of	ADP
alkej-918	159	22	cli	cli	NOUN
alkej-918	159	23	commands	command	NOUN
alkej-918	159	24	.	.	PUNCT
alkej-918	160	1	6.3.1	6.3.1	NUM
alkej-918	160	2	.	.	PUNCT
alkej-918	160	3	built	build	VERB
alkej-918	160	4	-	-	PUNCT
alkej-918	160	5	in	in	ADP
alkej-918	160	6	iperf	iperf	NOUN
alkej-918	160	7	figure	figure	NOUN
alkej-918	160	8	10	10	NUM
alkej-918	160	9	shows	show	VERB
alkej-918	160	10	the	the	DET
alkej-918	160	11	result	result	NOUN
alkej-918	160	12	of	of	ADP
alkej-918	160	13	using	use	VERB
alkej-918	160	14	a	a	DET
alkej-918	160	15	built	build	VERB
alkej-918	160	16	-	-	PUNCT
alkej-918	160	17	in	in	ADP
alkej-918	160	18	iperf	iperf	NOUN
alkej-918	160	19	tool	tool	NOUN
alkej-918	160	20	to	to	PART
alkej-918	160	21	measure	measure	VERB
alkej-918	160	22	the	the	DET
alkej-918	160	23	bw	bw	PROPN
alkej-918	160	24	of	of	ADP
alkej-918	160	25	tcp	tcp	PROPN
alkej-918	160	26	and	and	CCONJ
alkej-918	160	27	udp	udp	PROPN
alkej-918	160	28	protocols	protocol	NOUN
alkej-918	160	29	between	between	ADP
alkej-918	160	30	two	two	NUM
alkej-918	160	31	pairs	pair	NOUN
alkej-918	160	32	of	of	ADP
alkej-918	160	33	hosts	host	NOUN
alkej-918	160	34	from	from	ADP
alkej-918	160	35	figure	figure	NOUN
alkej-918	160	36	2	2	NUM
alkej-918	160	37	.	.	PUNCT
alkej-918	160	38	when	when	SCONJ
alkej-918	160	39	comparing	compare	VERB
alkej-918	160	40	the	the	DET
alkej-918	160	41	results	result	NOUN
alkej-918	160	42	with	with	ADP
alkej-918	160	43	the	the	DET
alkej-918	160	44	results	result	NOUN
alkej-918	160	45	of	of	ADP
alkej-918	160	46	figure	figure	NOUN
alkej-918	160	47	3	3	NUM
alkej-918	160	48	,	,	PUNCT
alkej-918	160	49	the	the	DET
alkej-918	160	50	same	same	ADJ
alkej-918	160	51	results	result	NOUN
alkej-918	160	52	are	be	AUX
alkej-918	160	53	present	present	ADJ
alkej-918	160	54	,	,	PUNCT
alkej-918	160	55	but	but	CCONJ
alkej-918	160	56	a	a	DET
alkej-918	160	57	built	build	VERB
alkej-918	160	58	-	-	PUNCT
alkej-918	160	59	in	in	ADP
alkej-918	160	60	tool	tool	NOUN
alkej-918	160	61	divided	divide	VERB
alkej-918	160	62	the	the	DET
alkej-918	160	63	bw	bw	NOUN
alkej-918	160	64	into	into	ADP
alkej-918	160	65	uplink	uplink	NOUN
alkej-918	160	66	and	and	CCONJ
alkej-918	160	67	downlink	downlink	NOUN
alkej-918	160	68	.	.	PUNCT
alkej-918	161	1	(	(	PUNCT
alkej-918	161	2	a	a	X
alkej-918	161	3	)	)	PUNCT
alkej-918	161	4	tcp	tcp	PROPN
alkej-918	161	5	traffic	traffic	NOUN
alkej-918	161	6	(	(	PUNCT
alkej-918	161	7	b	b	NOUN
alkej-918	161	8	)	)	PUNCT
alkej-918	161	9	udp	udp	NOUN
alkej-918	161	10	traffic	traffic	NOUN
alkej-918	161	11	fig	fig	NOUN
alkej-918	161	12	.	.	PUNCT
alkej-918	162	1	10	10	NUM
alkej-918	162	2	.	.	PUNCT
alkej-918	163	1	use	use	NOUN
alkej-918	163	2	of	of	ADP
alkej-918	163	3	a	a	DET
alkej-918	163	4	built	build	VERB
alkej-918	163	5	-	-	PUNCT
alkej-918	163	6	in	in	ADP
alkej-918	163	7	iperf	iperf	NOUN
alkej-918	163	8	tool	tool	NOUN
alkej-918	163	9	to	to	PART
alkej-918	163	10	measure	measure	VERB
alkej-918	163	11	the	the	DET
alkej-918	163	12	bw	bw	PROPN
alkej-918	163	13	of	of	ADP
alkej-918	163	14	(	(	PUNCT
alkej-918	163	15	a	a	X
alkej-918	163	16	)	)	PUNCT
alkej-918	163	17	tcp	tcp	NOUN
alkej-918	163	18	traffic	traffic	NOUN
alkej-918	163	19	and	and	CCONJ
alkej-918	163	20	(	(	PUNCT
alkej-918	163	21	b	b	NOUN
alkej-918	163	22	)	)	PUNCT
alkej-918	163	23	udp	udp	NOUN
alkej-918	163	24	traffic	traffic	NOUN
alkej-918	163	25	6.3.2	6.3.2	PROPN
alkej-918	163	26	.	.	PUNCT
alkej-918	164	1	built	build	VERB
alkej-918	164	2	-	-	PUNCT
alkej-918	164	3	in	in	ADP
alkej-918	164	4	ovs	ovs	NOUN
alkej-918	164	5	-	-	PUNCT
alkej-918	164	6	ofctl	ofctl	NOUN
alkej-918	164	7	one	one	NUM
alkej-918	164	8	of	of	ADP
alkej-918	164	9	the	the	DET
alkej-918	164	10	most	most	ADV
alkej-918	164	11	important	important	ADJ
alkej-918	164	12	tools	tool	NOUN
alkej-918	164	13	for	for	ADP
alkej-918	164	14	controlling	control	VERB
alkej-918	164	15	and	and	CCONJ
alkej-918	164	16	adjusting	adjust	VERB
alkej-918	164	17	open	open	ADJ
alkej-918	164	18	vswitch	vswitch	NOUN
alkej-918	164	19	(	(	PUNCT
alkej-918	164	20	ovs	ovs	NOUN
alkej-918	164	21	)	)	PUNCT
alkej-918	164	22	switches	switch	NOUN
alkej-918	164	23	in	in	ADP
alkej-918	164	24	mininet	mininet	ADJ
alkej-918	164	25	networks	network	NOUN
alkej-918	164	26	is	be	AUX
alkej-918	164	27	the	the	DET
alkej-918	164	28	ovs	ovs	NOUN
alkej-918	164	29	-	-	PUNCT
alkej-918	164	30	ofctl	ofctl	NOUN
alkej-918	164	31	command	command	NOUN
alkej-918	164	32	.	.	PUNCT
alkej-918	165	1	it	it	PRON
alkej-918	165	2	offers	offer	VERB
alkej-918	165	3	an	an	DET
alkej-918	165	4	extensive	extensive	ADJ
alkej-918	165	5	feature	feature	NOUN
alkej-918	165	6	set	set	VERB
alkej-918	165	7	for	for	ADP
alkej-918	165	8	specifying	specify	VERB
alkej-918	165	9	switch	switch	NOUN
alkej-918	165	10	parameters	parameter	NOUN
alkej-918	165	11	,	,	PUNCT
alkej-918	165	12	collecting	collect	VERB
alkej-918	165	13	performance	performance	NOUN
alkej-918	165	14	data	datum	NOUN
alkej-918	165	15	and	and	CCONJ
alkej-918	165	16	managing	manage	VERB
alkej-918	165	17	switch	switch	NOUN
alkej-918	165	18	behavior	behavior	NOUN
alkej-918	165	19	.	.	PUNCT
alkej-918	166	1	by	by	ADP
alkej-918	166	2	understanding	understanding	NOUN
alkej-918	166	3	and	and	CCONJ
alkej-918	166	4	utilising	utilise	VERB
alkej-918	166	5	the	the	DET
alkej-918	166	6	ovs	ovs	NOUN
alkej-918	166	7	-	-	PUNCT
alkej-918	166	8	ofctl	ofctl	NOUN
alkej-918	166	9	command	command	NOUN
alkej-918	166	10	,	,	PUNCT
alkej-918	166	11	users	user	NOUN
alkej-918	166	12	can	can	AUX
alkej-918	166	13	effectively	effectively	ADV
alkej-918	166	14	manage	manage	VERB
alkej-918	166	15	and	and	CCONJ
alkej-918	166	16	optimise	optimise	ADJ
alkej-918	166	17	mininet	mininet	ADJ
alkej-918	166	18	networks	network	NOUN
alkej-918	166	19	for	for	ADP
alkej-918	166	20	various	various	ADJ
alkej-918	166	21	testing	testing	NOUN
alkej-918	166	22	and	and	CCONJ
alkej-918	166	23	experimentation	experimentation	NOUN
alkej-918	166	24	purposes	purpose	NOUN
alkej-918	166	25	figure	figure	VERB
alkej-918	166	26	11	11	NUM
alkej-918	166	27	shows	show	VERB
alkej-918	166	28	the	the	DET
alkej-918	166	29	results	result	NOUN
alkej-918	166	30	when	when	SCONJ
alkej-918	166	31	ovs	ovs	NOUN
alkej-918	166	32	-	-	PUNCT
alkej-918	166	33	ofctl	ofctl	NOUN
alkej-918	166	34	commands	command	NOUN
alkej-918	166	35	are	be	AUX
alkej-918	166	36	called	call	VERB
alkej-918	166	37	in	in	ADP
alkej-918	166	38	for	for	ADP
alkej-918	166	39	port	port	NOUN
alkej-918	166	40	statistics	statistic	NOUN
alkej-918	166	41	in	in	ADP
alkej-918	166	42	part	part	NOUN
alkej-918	166	43	a	a	PRON
alkej-918	166	44	and	and	CCONJ
alkej-918	166	45	flow	flow	NOUN
alkej-918	166	46	statistics	statistic	NOUN
alkej-918	166	47	in	in	ADP
alkej-918	166	48	part	part	PROPN
alkej-918	166	49	b.	b.	PROPN
alkej-918	166	50	(	(	PUNCT
alkej-918	166	51	a	a	NOUN
alkej-918	166	52	)	)	PUNCT
alkej-918	166	53	(	(	PUNCT
alkej-918	166	54	b	b	X
alkej-918	166	55	)	)	PUNCT
alkej-918	166	56	fig	fig	NOUN
alkej-918	166	57	.	.	PUNCT
alkej-918	167	1	11	11	NUM
alkej-918	167	2	.	.	X
alkej-918	168	1	view	view	NOUN
alkej-918	168	2	port	port	NOUN
alkej-918	168	3	and	and	CCONJ
alkej-918	168	4	flow	flow	NOUN
alkej-918	168	5	statistics	statistic	NOUN
alkej-918	168	6	by	by	ADP
alkej-918	168	7	using	use	VERB
alkej-918	168	8	the	the	DET
alkej-918	168	9	ovs	ovs	NOUN
alkej-918	168	10	-	-	PUNCT
alkej-918	168	11	ofctl	ofctl	NOUN
alkej-918	168	12	command	command	NOUN
alkej-918	168	13	:	:	PUNCT
alkej-918	168	14	(	(	PUNCT
alkej-918	168	15	a	a	X
alkej-918	168	16	)	)	PUNCT
alkej-918	168	17	port	port	NOUN
alkej-918	168	18	statistic	statistic	NOUN
alkej-918	168	19	,	,	PUNCT
alkej-918	168	20	(	(	PUNCT
alkej-918	168	21	b	b	X
alkej-918	168	22	)	)	PUNCT
alkej-918	168	23	flow	flow	NOUN
alkej-918	168	24	statistic	statistic	PROPN
alkej-918	168	25	tabarak	tabarak	PROPN
alkej-918	168	26	yassin	yassin	PROPN
alkej-918	168	27	khudhair	khudhair	PROPN
alkej-918	168	28	al	al	PROPN
alkej-918	168	29	-	-	PUNCT
alkej-918	168	30	khwarizmi	khwarizmi	PROPN
alkej-918	168	31	engineering	engineering	NOUN
alkej-918	168	32	journal	journal	PROPN
alkej-918	168	33	,	,	PUNCT
alkej-918	168	34	vol	vol	NOUN
alkej-918	168	35	.	.	PROPN
alkej-918	168	36	21	21	NUM
alkej-918	168	37	,	,	PUNCT
alkej-918	168	38	no.2	no.2	PROPN
alkej-918	168	39	,	,	PUNCT
alkej-918	168	40	pp	pp	ADJ
alkej-918	168	41	.	.	PUNCT
alkej-918	169	1	93105	93105	NUM
alkej-918	169	2	(	(	PUNCT
alkej-918	169	3	2025	2025	NUM
alkej-918	169	4	)	)	PUNCT
alkej-918	169	5	102	102	NUM
alkej-918	169	6	7	7	NUM
alkej-918	169	7	.	.	PUNCT
alkej-918	169	8	discussion	discussion	NOUN
alkej-918	169	9	and	and	CCONJ
alkej-918	169	10	comparisons	comparison	NOUN
alkej-918	169	11	in	in	ADP
alkej-918	169	12	recent	recent	ADJ
alkej-918	169	13	years	year	NOUN
alkej-918	169	14	,	,	PUNCT
alkej-918	169	15	sdn	sdn	PROPN
alkej-918	169	16	has	have	AUX
alkej-918	169	17	gained	gain	VERB
alkej-918	169	18	considerable	considerable	ADJ
alkej-918	169	19	attention	attention	NOUN
alkej-918	169	20	and	and	CCONJ
alkej-918	169	21	popularity	popularity	NOUN
alkej-918	169	22	due	due	ADP
alkej-918	169	23	to	to	ADP
alkej-918	169	24	its	its	PRON
alkej-918	169	25	ability	ability	NOUN
alkej-918	169	26	to	to	PART
alkej-918	169	27	integrate	integrate	VERB
alkej-918	169	28	with	with	ADP
alkej-918	169	29	machine	machine	NOUN
alkej-918	169	30	learning	learning	NOUN
alkej-918	169	31	and	and	CCONJ
alkej-918	169	32	deep	deep	ADJ
alkej-918	169	33	learning	learning	NOUN
alkej-918	169	34	,	,	PUNCT
alkej-918	169	35	which	which	PRON
alkej-918	169	36	enables	enable	VERB
alkej-918	169	37	sdn	sdn	NOUN
alkej-918	169	38	to	to	PART
alkej-918	169	39	leverage	leverage	VERB
alkej-918	169	40	intelligent	intelligent	ADJ
alkej-918	169	41	algorithms	algorithm	NOUN
alkej-918	169	42	and	and	CCONJ
alkej-918	169	43	data	datum	NOUN
alkej-918	169	44	analytics	analytic	NOUN
alkej-918	169	45	to	to	PART
alkej-918	169	46	optimise	optimise	VERB
alkej-918	169	47	network	network	NOUN
alkej-918	169	48	performance	performance	NOUN
alkej-918	169	49	and	and	CCONJ
alkej-918	169	50	enhance	enhance	VERB
alkej-918	169	51	security	security	NOUN
alkej-918	169	52	.	.	PUNCT
alkej-918	170	1	for	for	ADP
alkej-918	170	2	that	that	PRON
alkej-918	170	3	,	,	PUNCT
alkej-918	170	4	an	an	DET
alkej-918	170	5	efficient	efficient	ADJ
alkej-918	170	6	dataset	dataset	NOUN
alkej-918	170	7	should	should	AUX
alkej-918	170	8	be	be	AUX
alkej-918	170	9	gathered	gather	VERB
alkej-918	170	10	to	to	PART
alkej-918	170	11	train	train	VERB
alkej-918	170	12	the	the	DET
alkej-918	170	13	learning	learning	NOUN
alkej-918	170	14	algorithm	algorithm	NOUN
alkej-918	170	15	.	.	PUNCT
alkej-918	171	1	however	however	ADV
alkej-918	171	2	,	,	PUNCT
alkej-918	171	3	no	no	DET
alkej-918	171	4	current	current	ADJ
alkej-918	171	5	application	application	NOUN
alkej-918	171	6	or	or	CCONJ
alkej-918	171	7	tool	tool	NOUN
alkej-918	171	8	can	can	AUX
alkej-918	171	9	collect	collect	VERB
alkej-918	171	10	all	all	DET
alkej-918	171	11	the	the	DET
alkej-918	171	12	required	require	VERB
alkej-918	171	13	datasets	dataset	NOUN
alkej-918	171	14	in	in	ADP
alkej-918	171	15	various	various	ADJ
alkej-918	171	16	sdn	sdn	NOUN
alkej-918	171	17	networks	network	NOUN
alkej-918	171	18	.	.	PUNCT
alkej-918	172	1	for	for	ADP
alkej-918	172	2	that	that	PRON
alkej-918	172	3	,	,	PUNCT
alkej-918	172	4	this	this	DET
alkej-918	172	5	study	study	NOUN
alkej-918	172	6	offers	offer	VERB
alkej-918	172	7	the	the	DET
alkej-918	172	8	most	most	ADV
alkej-918	172	9	popular	popular	ADJ
alkej-918	172	10	methods	method	NOUN
alkej-918	172	11	and	and	CCONJ
alkej-918	172	12	tools	tool	NOUN
alkej-918	172	13	to	to	PART
alkej-918	172	14	generate	generate	VERB
alkej-918	172	15	various	various	ADJ
alkej-918	172	16	data	datum	NOUN
alkej-918	172	17	and	and	CCONJ
alkej-918	172	18	collect	collect	VERB
alkej-918	172	19	the	the	DET
alkej-918	172	20	required	require	VERB
alkej-918	172	21	metrics	metric	NOUN
alkej-918	172	22	.	.	PUNCT
alkej-918	173	1	table	table	NOUN
alkej-918	173	2	1	1	NUM
alkej-918	173	3	compares	compare	VERB
alkej-918	173	4	the	the	DET
alkej-918	173	5	tools	tool	NOUN
alkej-918	173	6	presented	present	VERB
alkej-918	173	7	in	in	ADP
alkej-918	173	8	section	section	NOUN
alkej-918	173	9	5	5	NUM
alkej-918	173	10	.	.	PUNCT
alkej-918	174	1	as	as	SCONJ
alkej-918	174	2	shown	show	VERB
alkej-918	174	3	in	in	ADP
alkej-918	174	4	table	table	NOUN
alkej-918	174	5	1	1	NUM
alkej-918	174	6	,	,	PUNCT
alkej-918	174	7	the	the	DET
alkej-918	174	8	iperf3	iperf3	NOUN
alkej-918	174	9	,	,	PUNCT
alkej-918	174	10	ping	ping	NOUN
alkej-918	174	11	and	and	CCONJ
alkej-918	174	12	python	python	PROPN
alkej-918	174	13	scripts	script	NOUN
alkej-918	174	14	can	can	AUX
alkej-918	174	15	be	be	AUX
alkej-918	174	16	used	use	VERB
alkej-918	174	17	to	to	PART
alkej-918	174	18	generate	generate	VERB
alkej-918	174	19	traffic	traffic	NOUN
alkej-918	174	20	in	in	ADP
alkej-918	174	21	sdn	sdn	PROPN
alkej-918	174	22	.	.	PUNCT
alkej-918	175	1	scripts	script	NOUN
alkej-918	175	2	written	write	VERB
alkej-918	175	3	using	use	VERB
alkej-918	175	4	the	the	DET
alkej-918	175	5	python	python	NOUN
alkej-918	175	6	language	language	NOUN
alkej-918	175	7	are	be	AUX
alkej-918	175	8	used	use	VERB
alkej-918	175	9	to	to	PART
alkej-918	175	10	generate	generate	VERB
alkej-918	175	11	traffic	traffic	NOUN
alkej-918	175	12	between	between	ADP
alkej-918	175	13	hosts	host	NOUN
alkej-918	175	14	and	and	CCONJ
alkej-918	175	15	are	be	AUX
alkej-918	175	16	sometimes	sometimes	ADV
alkej-918	175	17	used	use	VERB
alkej-918	175	18	to	to	PART
alkej-918	175	19	save	save	VERB
alkej-918	175	20	the	the	DET
alkej-918	175	21	results	result	NOUN
alkej-918	175	22	from	from	ADP
alkej-918	175	23	other	other	ADJ
alkej-918	175	24	tools	tool	NOUN
alkej-918	175	25	and	and	CCONJ
alkej-918	175	26	applications	application	NOUN
alkej-918	175	27	in	in	ADP
alkej-918	175	28	a	a	DET
alkej-918	175	29	comma	comma	NOUN
alkej-918	175	30	-	-	PUNCT
alkej-918	175	31	separated	separate	VERB
alkej-918	175	32	values	value	NOUN
alkej-918	175	33	file	file	NOUN
alkej-918	175	34	(	(	PUNCT
alkej-918	175	35	csv	csv	NOUN
alkej-918	175	36	)	)	PUNCT
alkej-918	175	37	or	or	CCONJ
alkej-918	175	38	json	json	NOUN
alkej-918	175	39	file	file	NOUN
alkej-918	175	40	,	,	PUNCT
alkej-918	175	41	whilst	whilst	SCONJ
alkej-918	175	42	iperf3	iperf3	NOUN
alkej-918	175	43	and	and	CCONJ
alkej-918	175	44	ping	ping	NOUN
alkej-918	175	45	are	be	AUX
alkej-918	175	46	used	use	VERB
alkej-918	175	47	to	to	PART
alkej-918	175	48	generate	generate	VERB
alkej-918	175	49	traffic	traffic	NOUN
alkej-918	175	50	in	in	ADP
alkej-918	175	51	sdn	sdn	PROPN
alkej-918	175	52	.	.	PUNCT
alkej-918	176	1	it	it	PRON
alkej-918	176	2	shows	show	VERB
alkej-918	176	3	that	that	SCONJ
alkej-918	176	4	iperf3	iperf3	NOUN
alkej-918	176	5	is	be	AUX
alkej-918	176	6	widely	widely	ADV
alkej-918	176	7	used	use	VERB
alkej-918	176	8	to	to	PART
alkej-918	176	9	generate	generate	VERB
alkej-918	176	10	traffic	traffic	NOUN
alkej-918	176	11	for	for	ADP
alkej-918	176	12	many	many	ADJ
alkej-918	176	13	network	network	NOUN
alkej-918	176	14	applications	application	NOUN
alkej-918	176	15	,	,	PUNCT
alkej-918	176	16	such	such	ADJ
alkej-918	176	17	as	as	ADP
alkej-918	176	18	congestion	congestion	NOUN
alkej-918	176	19	control	control	NOUN
alkej-918	176	20	and	and	CCONJ
alkej-918	176	21	load	load	NOUN
alkej-918	176	22	balancing	balancing	NOUN
alkej-918	176	23	,	,	PUNCT
alkej-918	176	24	whilst	whilst	SCONJ
alkej-918	176	25	for	for	ADP
alkej-918	176	26	ddos	ddos	NOUN
alkej-918	176	27	attacks	attack	NOUN
alkej-918	176	28	,	,	PUNCT
alkej-918	176	29	the	the	DET
alkej-918	176	30	ping	ping	NOUN
alkej-918	176	31	tool	tool	NOUN
alkej-918	176	32	is	be	AUX
alkej-918	176	33	widely	widely	ADV
alkej-918	176	34	used	use	VERB
alkej-918	176	35	to	to	PART
alkej-918	176	36	generate	generate	VERB
alkej-918	176	37	attacks	attack	NOUN
alkej-918	176	38	.	.	PUNCT
alkej-918	177	1	therefore	therefore	ADV
alkej-918	177	2	,	,	PUNCT
alkej-918	177	3	the	the	DET
alkej-918	177	4	selection	selection	NOUN
alkej-918	177	5	of	of	ADP
alkej-918	177	6	the	the	DET
alkej-918	177	7	tool	tool	NOUN
alkej-918	177	8	depends	depend	VERB
alkej-918	177	9	on	on	ADP
alkej-918	177	10	what	what	PRON
alkej-918	177	11	the	the	DET
alkej-918	177	12	application	application	NOUN
alkej-918	177	13	demands	demand	VERB
alkej-918	177	14	.	.	PUNCT
alkej-918	178	1	table	table	NOUN
alkej-918	178	2	1	1	NUM
alkej-918	178	3	,	,	PUNCT
alkej-918	178	4	comparison	comparison	NOUN
alkej-918	178	5	of	of	ADP
alkej-918	178	6	tools	tool	NOUN
alkej-918	178	7	that	that	PRON
alkej-918	178	8	generate	generate	VERB
alkej-918	178	9	data	datum	NOUN
alkej-918	178	10	in	in	ADP
alkej-918	178	11	this	this	DET
alkej-918	178	12	study	study	NOUN
alkej-918	178	13	tool	tool	NOUN
alkej-918	178	14	packet	packet	NOUN
alkej-918	178	15	generated	generate	VERB
alkej-918	178	16	type	type	NOUN
alkej-918	178	17	work	work	NOUN
alkej-918	178	18	style	style	NOUN
alkej-918	178	19	tool	tool	NOUN
alkej-918	178	20	type	type	NOUN
alkej-918	178	21	application	application	NOUN
alkej-918	178	22	iperf3	iperf3	NOUN
alkej-918	178	23	tcp	tcp	X
alkej-918	178	24	and	and	CCONJ
alkej-918	178	25	udp	udp	PROPN
alkej-918	178	26	segments	segment	NOUN
alkej-918	178	27	client	client	PROPN
alkej-918	178	28	–	–	PUNCT
alkej-918	178	29	server	server	NOUN
alkej-918	178	30	pair	pair	NOUN
alkej-918	178	31	built	build	VERB
alkej-918	178	32	-	-	PUNCT
alkej-918	178	33	out	out	ADP
alkej-918	178	34	congestion	congestion	NOUN
alkej-918	178	35	controlling	controlling	NOUN
alkej-918	178	36	,	,	PUNCT
alkej-918	178	37	predicting	predict	VERB
alkej-918	178	38	and	and	CCONJ
alkej-918	178	39	avoiding	avoid	VERB
alkej-918	178	40	.	.	PUNCT
alkej-918	179	1	traffic	traffic	NOUN
alkej-918	179	2	load	load	NOUN
alkej-918	179	3	balancing	balance	VERB
alkej-918	179	4	ping	ping	NOUN
alkej-918	179	5	icmp	icmp	PROPN
alkej-918	179	6	datagrams	datagrams	PROPN
alkej-918	179	7	source	source	NOUN
alkej-918	179	8	–	–	PUNCT
alkej-918	179	9	destination	destination	NOUN
alkej-918	179	10	pair	pair	NOUN
alkej-918	179	11	built	build	VERB
alkej-918	179	12	-	-	PUNCT
alkej-918	179	13	in	in	ADP
alkej-918	179	14	and	and	CCONJ
alkej-918	179	15	built	build	VERB
alkej-918	179	16	-	-	PUNCT
alkej-918	179	17	out	out	ADP
alkej-918	179	18	detect	detect	NOUN
alkej-918	179	19	ddos	ddos	NOUN
alkej-918	179	20	attacks	attack	NOUN
alkej-918	179	21	.	.	PUNCT
alkej-918	180	1	python	python	PROPN
alkej-918	180	2	scripts	script	NOUN
alkej-918	180	3	http	http	PROPN
alkej-918	180	4	,	,	PUNCT
alkej-918	180	5	dns	dns	PROPN
alkej-918	180	6	,	,	PUNCT
alkej-918	180	7	ftp	ftp	PROPN
alkej-918	180	8	,	,	PUNCT
alkej-918	180	9	and	and	CCONJ
alkej-918	180	10	smtp	smtp	NOUN
alkej-918	180	11	messages	message	NOUN
alkej-918	180	12	client	client	NOUN
alkej-918	180	13	–	–	PUNCT
alkej-918	180	14	server	server	NOUN
alkej-918	180	15	pair	pair	NOUN
alkej-918	180	16	built	build	VERB
alkej-918	180	17	-	-	PUNCT
alkej-918	180	18	out	out	ADP
alkej-918	180	19	flow	flow	NOUN
alkej-918	180	20	management	management	NOUN
alkej-918	180	21	.	.	PUNCT
alkej-918	181	1	detect	detect	NOUN
alkej-918	181	2	ddos	ddos	NOUN
alkej-918	181	3	attacks	attack	NOUN
alkej-918	181	4	table	table	NOUN
alkej-918	181	5	2	2	NUM
alkej-918	181	6	compares	compare	VERB
alkej-918	181	7	the	the	DET
alkej-918	181	8	tools	tool	NOUN
alkej-918	181	9	presented	present	VERB
alkej-918	181	10	in	in	ADP
alkej-918	181	11	section	section	NOUN
alkej-918	181	12	6	6	NUM
alkej-918	181	13	.	.	PUNCT
alkej-918	182	1	as	as	SCONJ
alkej-918	182	2	shown	show	VERB
alkej-918	182	3	in	in	ADP
alkej-918	182	4	table	table	NOUN
alkej-918	182	5	2	2	NUM
alkej-918	182	6	,	,	PUNCT
alkej-918	182	7	the	the	DET
alkej-918	182	8	openflow	openflow	ADJ
alkej-918	182	9	command	command	NOUN
alkej-918	182	10	‘	'	PUNCT
alkej-918	182	11	ovs	ovs	NOUN
alkej-918	182	12	-	-	PUNCT
alkej-918	182	13	ofctl	ofctl	NOUN
alkej-918	182	14	’	'	PUNCT
alkej-918	182	15	is	be	AUX
alkej-918	182	16	used	use	VERB
alkej-918	182	17	to	to	PART
alkej-918	182	18	monitor	monitor	VERB
alkej-918	182	19	and	and	CCONJ
alkej-918	182	20	configure	configure	NOUN
alkej-918	182	21	switches	switch	NOUN
alkej-918	182	22	.	.	PUNCT
alkej-918	183	1	it	it	PRON
alkej-918	183	2	can	can	AUX
alkej-918	183	3	also	also	ADV
alkej-918	183	4	view	view	VERB
alkej-918	183	5	the	the	DET
alkej-918	183	6	states	state	NOUN
alkej-918	183	7	of	of	ADP
alkej-918	183	8	the	the	DET
alkej-918	183	9	switches	switch	NOUN
alkej-918	183	10	such	such	ADJ
alkej-918	183	11	as	as	ADP
alkej-918	183	12	table	table	NOUN
alkej-918	183	13	entries	entry	NOUN
alkej-918	183	14	,	,	PUNCT
alkej-918	183	15	features	feature	NOUN
alkej-918	183	16	and	and	CCONJ
alkej-918	183	17	configurations	configuration	NOUN
alkej-918	183	18	to	to	PART
alkej-918	183	19	analyse	analyse	VERB
alkej-918	183	20	the	the	DET
alkej-918	183	21	flow	flow	NOUN
alkej-918	183	22	in	in	ADP
alkej-918	183	23	the	the	DET
alkej-918	183	24	switches	switch	NOUN
alkej-918	183	25	.	.	PUNCT
alkej-918	184	1	wireshark	wireshark	NOUN
alkej-918	184	2	is	be	AUX
alkej-918	184	3	used	use	VERB
alkej-918	184	4	for	for	ADP
alkej-918	184	5	capturing	capture	VERB
alkej-918	184	6	packets	packet	NOUN
alkej-918	184	7	and	and	CCONJ
alkej-918	184	8	viewing	view	VERB
alkej-918	184	9	their	their	PRON
alkej-918	184	10	details	detail	NOUN
alkej-918	184	11	to	to	PART
alkej-918	184	12	control	control	VERB
alkej-918	184	13	forwarding	forwarding	NOUN
alkej-918	184	14	time	time	NOUN
alkej-918	184	15	.	.	PUNCT
alkej-918	185	1	simple_mointor_13	simple_mointor_13	PROPN
alkej-918	185	2	is	be	AUX
alkej-918	185	3	an	an	DET
alkej-918	185	4	ryu	ryu	PROPN
alkej-918	185	5	application	application	NOUN
alkej-918	185	6	script	script	NOUN
alkej-918	185	7	that	that	PRON
alkej-918	185	8	is	be	AUX
alkej-918	185	9	written	write	VERB
alkej-918	185	10	in	in	ADP
alkej-918	185	11	python	python	NOUN
alkej-918	185	12	and	and	CCONJ
alkej-918	185	13	is	be	AUX
alkej-918	185	14	used	use	VERB
alkej-918	185	15	to	to	PART
alkej-918	185	16	send	send	VERB
alkej-918	185	17	stats	stat	NOUN
alkej-918	185	18	and	and	CCONJ
alkej-918	185	19	request	request	VERB
alkej-918	185	20	messages	message	NOUN
alkej-918	185	21	from	from	ADP
alkej-918	185	22	the	the	DET
alkej-918	185	23	controller	controller	NOUN
alkej-918	185	24	to	to	ADP
alkej-918	185	25	the	the	DET
alkej-918	185	26	switches	switch	NOUN
alkej-918	185	27	to	to	PART
alkej-918	185	28	inform	inform	VERB
alkej-918	185	29	about	about	ADP
alkej-918	185	30	every	every	DET
alkej-918	185	31	feature	feature	NOUN
alkej-918	185	32	and	and	CCONJ
alkej-918	185	33	entry	entry	NOUN
alkej-918	185	34	.	.	PUNCT
alkej-918	186	1	when	when	SCONJ
alkej-918	186	2	the	the	DET
alkej-918	186	3	controller	controller	NOUN
alkej-918	186	4	receives	receive	VERB
alkej-918	186	5	stats	stat	NOUN
alkej-918	186	6	and	and	CCONJ
alkej-918	186	7	reply	reply	VERB
alkej-918	186	8	messages	message	NOUN
alkej-918	186	9	,	,	PUNCT
alkej-918	186	10	it	it	PRON
alkej-918	186	11	updates	update	VERB
alkej-918	186	12	its	its	PRON
alkej-918	186	13	records	record	NOUN
alkej-918	186	14	and	and	CCONJ
alkej-918	186	15	stores	store	NOUN
alkej-918	186	16	the	the	DET
alkej-918	186	17	new	new	ADJ
alkej-918	186	18	records	record	NOUN
alkej-918	186	19	in	in	ADP
alkej-918	186	20	a	a	DET
alkej-918	186	21	csv	csv	NOUN
alkej-918	186	22	or	or	CCONJ
alkej-918	186	23	json	json	NOUN
alkej-918	186	24	file	file	NOUN
alkej-918	186	25	.	.	PUNCT
alkej-918	187	1	gui	gui	NOUN
alkej-918	187	2	-	-	PUNCT
alkej-918	187	3	topology	topology	NOUN
alkej-918	187	4	is	be	AUX
alkej-918	187	5	another	another	DET
alkej-918	187	6	ryu	ryu	PROPN
alkej-918	187	7	application	application	NOUN
alkej-918	187	8	that	that	PRON
alkej-918	187	9	is	be	AUX
alkej-918	187	10	used	use	VERB
alkej-918	187	11	to	to	PART
alkej-918	187	12	view	view	VERB
alkej-918	187	13	the	the	DET
alkej-918	187	14	topology	topology	NOUN
alkej-918	187	15	that	that	PRON
alkej-918	187	16	was	be	AUX
alkej-918	187	17	implemented	implement	VERB
alkej-918	187	18	.	.	PUNCT
alkej-918	188	1	gui	gui	NOUN
alkej-918	188	2	-	-	PUNCT
alkej-918	188	3	topology	topology	NOUN
alkej-918	188	4	only	only	ADV
alkej-918	188	5	views	view	VERB
alkej-918	188	6	switches	switch	NOUN
alkej-918	188	7	and	and	CCONJ
alkej-918	188	8	prints	print	NOUN
alkej-918	188	9	their	their	PRON
alkej-918	188	10	i	i	PROPN
alkej-918	188	11	d	d	PROPN
alkej-918	188	12	and	and	CCONJ
alkej-918	188	13	uses	use	VERB
alkej-918	188	14	ports	port	NOUN
alkej-918	188	15	to	to	PART
alkej-918	188	16	link	link	VERB
alkej-918	188	17	between	between	ADP
alkej-918	188	18	them	they	PRON
alkej-918	188	19	.	.	PUNCT
alkej-918	189	1	gui	gui	NOUN
alkej-918	189	2	-	-	PUNCT
alkej-918	189	3	topology	topology	NOUN
alkej-918	189	4	can	can	AUX
alkej-918	189	5	also	also	ADV
alkej-918	189	6	view	view	VERB
alkej-918	189	7	a	a	DET
alkej-918	189	8	summary	summary	NOUN
alkej-918	189	9	of	of	ADP
alkej-918	189	10	flow	flow	NOUN
alkej-918	189	11	statistics	statistic	NOUN
alkej-918	189	12	for	for	ADP
alkej-918	189	13	each	each	DET
alkej-918	189	14	switch	switch	NOUN
alkej-918	189	15	.	.	PUNCT
alkej-918	190	1	flowmanager	flowmanager	NOUN
alkej-918	190	2	is	be	AUX
alkej-918	190	3	another	another	DET
alkej-918	190	4	ryu	ryu	PROPN
alkej-918	190	5	script	script	NOUN
alkej-918	190	6	that	that	PRON
alkej-918	190	7	is	be	AUX
alkej-918	190	8	used	use	VERB
alkej-918	190	9	to	to	PART
alkej-918	190	10	view	view	VERB
alkej-918	190	11	network	network	NOUN
alkej-918	190	12	topology	topology	NOUN
alkej-918	190	13	.	.	PUNCT
alkej-918	191	1	it	it	PRON
alkej-918	191	2	differs	differ	VERB
alkej-918	191	3	from	from	ADP
alkej-918	191	4	gui	gui	NOUN
alkej-918	191	5	-	-	PUNCT
alkej-918	191	6	topology	topology	NOUN
alkej-918	191	7	by	by	ADP
alkej-918	191	8	showing	show	VERB
alkej-918	191	9	hosts	host	NOUN
alkej-918	191	10	and	and	CCONJ
alkej-918	191	11	printing	print	VERB
alkej-918	191	12	their	their	PRON
alkej-918	191	13	mac	mac	NOUN
alkej-918	191	14	or	or	CCONJ
alkej-918	191	15	ip	ip	ADJ
alkej-918	191	16	address	address	NOUN
alkej-918	191	17	.	.	PUNCT
alkej-918	192	1	whilst	whilst	SCONJ
alkej-918	192	2	iperf	iperf	NOUN
alkej-918	192	3	and	and	CCONJ
alkej-918	192	4	ping	ping	NOUN
alkej-918	192	5	are	be	AUX
alkej-918	192	6	used	use	VERB
alkej-918	192	7	to	to	PART
alkej-918	192	8	generate	generate	VERB
alkej-918	192	9	traffic	traffic	NOUN
alkej-918	192	10	in	in	ADP
alkej-918	192	11	sdn	sdn	PROPN
alkej-918	192	12	,	,	PUNCT
alkej-918	192	13	each	each	DET
alkej-918	192	14	one	one	NUM
alkej-918	192	15	measures	measure	VERB
alkej-918	192	16	different	different	ADJ
alkej-918	192	17	metrics	metric	NOUN
alkej-918	192	18	.	.	PUNCT
alkej-918	193	1	iperf	iperf	NOUN
alkej-918	193	2	measures	measure	NOUN
alkej-918	193	3	bw	bw	NOUN
alkej-918	193	4	,	,	PUNCT
alkej-918	193	5	throughput	throughput	NOUN
alkej-918	193	6	,	,	PUNCT
alkej-918	193	7	the	the	DET
alkej-918	193	8	number	number	NOUN
alkej-918	193	9	of	of	ADP
alkej-918	193	10	retransmitted	retransmit	VERB
alkej-918	193	11	segments	segment	NOUN
alkej-918	193	12	,	,	PUNCT
alkej-918	193	13	cwnd	cwnd	ADJ
alkej-918	193	14	,	,	PUNCT
alkej-918	193	15	jitter	jitter	NOUN
alkej-918	193	16	and	and	CCONJ
alkej-918	193	17	the	the	DET
alkej-918	193	18	number	number	NOUN
alkej-918	193	19	of	of	ADP
alkej-918	193	20	lost	lose	VERB
alkej-918	193	21	datagrams	datagram	NOUN
alkej-918	193	22	,	,	PUNCT
alkej-918	193	23	whilst	whilst	SCONJ
alkej-918	193	24	ping	ping	NOUN
alkej-918	193	25	measures	measure	NOUN
alkej-918	193	26	rtt	rtt	PROPN
alkej-918	193	27	,	,	PUNCT
alkej-918	193	28	the	the	DET
alkej-918	193	29	number	number	NOUN
alkej-918	193	30	of	of	ADP
alkej-918	193	31	transmitted	transmit	VERB
alkej-918	193	32	and	and	CCONJ
alkej-918	193	33	received	receive	VERB
alkej-918	193	34	packets	packet	NOUN
alkej-918	193	35	,	,	PUNCT
alkej-918	193	36	packet	packet	NOUN
alkej-918	193	37	loss	loss	NOUN
alkej-918	193	38	and	and	CCONJ
alkej-918	193	39	the	the	DET
alkej-918	193	40	time	time	NOUN
alkej-918	193	41	of	of	ADP
alkej-918	193	42	transmission	transmission	NOUN
alkej-918	193	43	.	.	PUNCT
alkej-918	194	1	as	as	ADP
alkej-918	194	2	a	a	DET
alkej-918	194	3	result	result	NOUN
alkej-918	194	4	,	,	PUNCT
alkej-918	194	5	the	the	DET
alkej-918	194	6	application	application	NOUN
alkej-918	194	7	or	or	CCONJ
alkej-918	194	8	the	the	DET
alkej-918	194	9	metrics	metric	NOUN
alkej-918	194	10	the	the	DET
alkej-918	194	11	researcher	researcher	NOUN
alkej-918	194	12	wishes	wish	VERB
alkej-918	194	13	to	to	PART
alkej-918	194	14	measure	measure	VERB
alkej-918	194	15	or	or	CCONJ
alkej-918	194	16	examine	examine	VERB
alkej-918	194	17	will	will	AUX
alkej-918	194	18	determine	determine	VERB
alkej-918	194	19	which	which	DET
alkej-918	194	20	tool	tool	NOUN
alkej-918	194	21	is	be	AUX
alkej-918	194	22	best	good	ADJ
alkej-918	194	23	.	.	PUNCT
alkej-918	195	1	tabarak	tabarak	PROPN
alkej-918	195	2	yassin	yassin	PROPN
alkej-918	195	3	khudhair	khudhair	PROPN
alkej-918	195	4	al	al	PROPN
alkej-918	195	5	-	-	PUNCT
alkej-918	195	6	khwarizmi	khwarizmi	PROPN
alkej-918	195	7	engineering	engineering	NOUN
alkej-918	195	8	journal	journal	PROPN
alkej-918	195	9	,	,	PUNCT
alkej-918	195	10	vol	vol	NOUN
alkej-918	195	11	.	.	PROPN
alkej-918	195	12	21	21	NUM
alkej-918	195	13	,	,	PUNCT
alkej-918	195	14	no.2	no.2	PROPN
alkej-918	195	15	,	,	PUNCT
alkej-918	195	16	pp	pp	ADJ
alkej-918	195	17	.	.	PUNCT
alkej-918	195	18	93105	93105	NUM
alkej-918	195	19	(	(	PUNCT
alkej-918	195	20	2025	2025	NUM
alkej-918	195	21	)	)	PUNCT
alkej-918	195	22	103	103	NUM
alkej-918	195	23	table	table	NOUN
alkej-918	195	24	2	2	NUM
alkej-918	195	25	,	,	PUNCT
alkej-918	195	26	comparison	comparison	NOUN
alkej-918	195	27	of	of	ADP
alkej-918	195	28	tools	tool	NOUN
alkej-918	195	29	that	that	PRON
alkej-918	195	30	collected	collect	VERB
alkej-918	195	31	data	datum	NOUN
alkej-918	195	32	in	in	ADP
alkej-918	195	33	this	this	DET
alkej-918	195	34	study	study	NOUN
alkej-918	195	35	tool	tool	NOUN
alkej-918	195	36	metrics	metric	NOUN
alkej-918	195	37	collected	collect	VERB
alkej-918	195	38	monitoring	monitor	VERB
alkej-918	195	39	work	work	NOUN
alkej-918	195	40	style	style	NOUN
alkej-918	195	41	tool	tool	NOUN
alkej-918	195	42	type	type	NOUN
alkej-918	195	43	application	application	NOUN
alkej-918	195	44	wireshark	wireshark	NOUN
alkej-918	195	45	header	header	NOUN
alkej-918	195	46	and	and	CCONJ
alkej-918	195	47	data	datum	NOUN
alkej-918	195	48	fields	field	NOUN
alkej-918	195	49	of	of	ADP
alkej-918	195	50	the	the	DET
alkej-918	195	51	protocol	protocol	NOUN
alkej-918	195	52	anywhere	anywhere	ADV
alkej-918	195	53	in	in	ADP
alkej-918	195	54	network	network	NOUN
alkej-918	195	55	built	build	VERB
alkej-918	195	56	-	-	PUNCT
alkej-918	195	57	out	out	ADP
alkej-918	195	58	reduce	reduce	VERB
alkej-918	195	59	forwarding	forwarding	NOUN
alkej-918	195	60	time	time	NOUN
alkej-918	195	61	simple_mointor_13	simple_mointor_13	NOUN
alkej-918	195	62	switch	switch	NOUN
alkej-918	195	63	statistics	statistic	NOUN
alkej-918	195	64	such	such	ADJ
alkej-918	195	65	as	as	ADP
alkej-918	195	66	flow	flow	NOUN
alkej-918	195	67	,	,	PUNCT
alkej-918	195	68	port	port	NOUN
alkej-918	195	69	,	,	PUNCT
alkej-918	195	70	queue	queue	NOUN
alkej-918	195	71	,	,	PUNCT
alkej-918	195	72	vlan	vlan	NOUN
alkej-918	195	73	,	,	PUNCT
alkej-918	195	74	meter	meter	NOUN
alkej-918	195	75	table	table	NOUN
alkej-918	195	76	,	,	PUNCT
alkej-918	195	77	etc	etc	X
alkej-918	195	78	.	.	X
alkej-918	195	79	centralised	centralised	ADJ
alkej-918	195	80	controller	controller	NOUN
alkej-918	195	81	built	build	VERB
alkej-918	195	82	-	-	PUNCT
alkej-918	195	83	out	out	ADP
alkej-918	195	84	ryu	ryu	PROPN
alkej-918	195	85	congestion	congestion	NOUN
alkej-918	195	86	controlling	controlling	NOUN
alkej-918	195	87	and	and	CCONJ
alkej-918	195	88	avoiding	avoid	VERB
alkej-918	195	89	.	.	PUNCT
alkej-918	196	1	gui	gui	NOUN
alkej-918	196	2	-	-	PUNCT
alkej-918	196	3	topology	topology	NOUN
alkej-918	196	4	switch	switch	NOUN
alkej-918	196	5	i	i	PROPN
alkej-918	196	6	d	d	PROPN
alkej-918	196	7	,	,	PUNCT
alkej-918	196	8	port	port	NOUN
alkej-918	196	9	number	number	NOUN
alkej-918	196	10	,	,	PUNCT
alkej-918	196	11	and	and	CCONJ
alkej-918	196	12	flow	flow	NOUN
alkej-918	196	13	statistics	statistic	NOUN
alkej-918	196	14	centralised	centralised	ADJ
alkej-918	196	15	controller	controller	NOUN
alkej-918	196	16	built	build	VERB
alkej-918	196	17	-	-	PUNCT
alkej-918	196	18	out	out	ADP
alkej-918	196	19	ryu	ryu	PROPN
alkej-918	196	20	topology	topology	NOUN
alkej-918	196	21	discovering	discovering	NOUN
alkej-918	196	22	.	.	PUNCT
alkej-918	197	1	flowmanager	flowmanager	NOUN
alkej-918	197	2	switch	switch	NOUN
alkej-918	197	3	i	i	PROPN
alkej-918	197	4	d	d	PROPN
alkej-918	197	5	,	,	PUNCT
alkej-918	197	6	hosts	host	NOUN
alkej-918	197	7	mac	mac	PROPN
alkej-918	197	8	or	or	CCONJ
alkej-918	197	9	ip	ip	ADJ
alkej-918	197	10	address	address	NOUN
alkej-918	197	11	,	,	PUNCT
alkej-918	197	12	and	and	CCONJ
alkej-918	197	13	port	port	NOUN
alkej-918	197	14	numbers	number	NOUN
alkej-918	197	15	.	.	PUNCT
alkej-918	198	1	centralised	centralised	ADJ
alkej-918	198	2	controller	controller	NOUN
alkej-918	198	3	built	build	VERB
alkej-918	198	4	-	-	PUNCT
alkej-918	198	5	out	out	ADP
alkej-918	198	6	ryu	ryu	PROPN
alkej-918	198	7	topology	topology	NOUN
alkej-918	198	8	discovering	discovering	NOUN
alkej-918	198	9	.	.	PUNCT
alkej-918	199	1	iperf3	iperf3	NOUN
alkej-918	199	2	bandwidth	bandwidth	NOUN
alkej-918	199	3	,	,	PUNCT
alkej-918	199	4	throughput	throughput	NOUN
alkej-918	199	5	,	,	PUNCT
alkej-918	199	6	number	number	NOUN
alkej-918	199	7	of	of	ADP
alkej-918	199	8	retransmitted	retransmit	VERB
alkej-918	199	9	segments	segment	NOUN
alkej-918	199	10	,	,	PUNCT
alkej-918	199	11	cwnd	cwnd	ADJ
alkej-918	199	12	,	,	PUNCT
alkej-918	199	13	jitter	jitter	NOUN
alkej-918	199	14	,	,	PUNCT
alkej-918	199	15	and	and	CCONJ
alkej-918	199	16	number	number	NOUN
alkej-918	199	17	of	of	ADP
alkej-918	199	18	lost	lose	VERB
alkej-918	199	19	datagrams	datagram	NOUN
alkej-918	199	20	end	end	NOUN
alkej-918	199	21	-	-	PUNCT
alkej-918	199	22	to	to	ADP
alkej-918	199	23	-	-	PUNCT
alkej-918	199	24	end	end	NOUN
alkej-918	199	25	hosts	host	NOUN
alkej-918	199	26	built	build	VERB
alkej-918	199	27	-	-	PUNCT
alkej-918	199	28	in	in	ADP
alkej-918	199	29	mininet	mininet	ADJ
alkej-918	199	30	congestion	congestion	NOUN
alkej-918	199	31	controlling	control	VERB
alkej-918	199	32	,	,	PUNCT
alkej-918	199	33	predicting	predict	VERB
alkej-918	199	34	and	and	CCONJ
alkej-918	199	35	avoiding	avoid	VERB
alkej-918	199	36	.	.	PUNCT
alkej-918	200	1	traffic	traffic	NOUN
alkej-918	200	2	load	load	NOUN
alkej-918	200	3	-	-	PUNCT
alkej-918	200	4	balancing	balance	VERB
alkej-918	200	5	ping	ping	NOUN
alkej-918	200	6	rtt	rtt	PROPN
alkej-918	200	7	,	,	PUNCT
alkej-918	200	8	number	number	NOUN
alkej-918	200	9	of	of	ADP
alkej-918	200	10	transmitted	transmit	VERB
alkej-918	200	11	and	and	CCONJ
alkej-918	200	12	received	receive	VERB
alkej-918	200	13	packets	packet	NOUN
alkej-918	200	14	,	,	PUNCT
alkej-918	200	15	packet	packet	NOUN
alkej-918	200	16	loss	loss	NOUN
alkej-918	200	17	,	,	PUNCT
alkej-918	200	18	and	and	CCONJ
alkej-918	200	19	time	time	NOUN
alkej-918	200	20	of	of	ADP
alkej-918	200	21	transmission	transmission	NOUN
alkej-918	200	22	.	.	PUNCT
alkej-918	201	1	end	end	NOUN
alkej-918	201	2	-	-	PUNCT
alkej-918	201	3	to	to	ADP
alkej-918	201	4	-	-	PUNCT
alkej-918	201	5	end	end	NOUN
alkej-918	201	6	hosts	host	NOUN
alkej-918	201	7	built	build	VERB
alkej-918	201	8	-	-	PUNCT
alkej-918	201	9	in	in	ADP
alkej-918	201	10	mininet	mininet	ADJ
alkej-918	201	11	detect	detect	NOUN
alkej-918	201	12	ddos	ddos	NOUN
alkej-918	201	13	attacks	attack	NOUN
alkej-918	201	14	.	.	PUNCT
alkej-918	202	1	ovs	ovs	NOUN
alkej-918	202	2	-	-	PUNCT
alkej-918	202	3	ofctl	ofctl	NOUN
alkej-918	202	4	command	command	NOUN
alkej-918	202	5	switch	switch	NOUN
alkej-918	202	6	statistics	statistic	NOUN
alkej-918	202	7	like	like	ADP
alkej-918	202	8	ports	port	NOUN
alkej-918	202	9	,	,	PUNCT
alkej-918	202	10	flows	flow	NOUN
alkej-918	202	11	,	,	PUNCT
alkej-918	202	12	queues	queue	NOUN
alkej-918	202	13	,	,	PUNCT
alkej-918	202	14	and	and	CCONJ
alkej-918	202	15	vlan	vlan	NOUN
alkej-918	202	16	switch	switch	VERB
alkej-918	202	17	ports	port	NOUN
alkej-918	202	18	built	build	VERB
alkej-918	202	19	-	-	PUNCT
alkej-918	202	20	in	in	ADP
alkej-918	202	21	mininet	mininet	NOUN
alkej-918	202	22	reduce	reduce	VERB
alkej-918	202	23	forwarding	forward	VERB
alkej-918	202	24	time	time	NOUN
alkej-918	202	25	8	8	NUM
alkej-918	202	26	.	.	PUNCT
alkej-918	203	1	conclusion	conclusion	NOUN
alkej-918	203	2	a	a	DET
alkej-918	203	3	mininet	mininet	NOUN
alkej-918	203	4	simulator	simulator	NOUN
alkej-918	203	5	is	be	AUX
alkej-918	203	6	used	use	VERB
alkej-918	203	7	to	to	PART
alkej-918	203	8	create	create	VERB
alkej-918	203	9	sdn	sdn	NOUN
alkej-918	203	10	topologies	topology	NOUN
alkej-918	203	11	and	and	CCONJ
alkej-918	203	12	connect	connect	VERB
alkej-918	203	13	to	to	ADP
alkej-918	203	14	controllers	controller	NOUN
alkej-918	203	15	.	.	PUNCT
alkej-918	204	1	this	this	DET
alkej-918	204	2	tool	tool	NOUN
alkej-918	204	3	can	can	AUX
alkej-918	204	4	integrate	integrate	VERB
alkej-918	204	5	with	with	ADP
alkej-918	204	6	many	many	ADJ
alkej-918	204	7	tools	tool	NOUN
alkej-918	204	8	to	to	PART
alkej-918	204	9	simulate	simulate	VERB
alkej-918	204	10	real	real	ADJ
alkej-918	204	11	networks	network	NOUN
alkej-918	204	12	.	.	PUNCT
alkej-918	205	1	one	one	NUM
alkej-918	205	2	of	of	ADP
alkej-918	205	3	these	these	DET
alkej-918	205	4	tools	tool	NOUN
alkej-918	205	5	is	be	AUX
alkej-918	205	6	iperf3	iperf3	NOUN
alkej-918	205	7	,	,	PUNCT
alkej-918	205	8	which	which	PRON
alkej-918	205	9	is	be	AUX
alkej-918	205	10	used	use	VERB
alkej-918	205	11	to	to	PART
alkej-918	205	12	generate	generate	VERB
alkej-918	205	13	traffic	traffic	NOUN
alkej-918	205	14	between	between	ADP
alkej-918	205	15	two	two	NUM
alkej-918	205	16	hosts	host	NOUN
alkej-918	205	17	and	and	CCONJ
alkej-918	205	18	measure	measure	VERB
alkej-918	205	19	the	the	DET
alkej-918	205	20	number	number	NOUN
alkej-918	205	21	of	of	ADP
alkej-918	205	22	bytes	byte	NOUN
alkej-918	205	23	that	that	PRON
alkej-918	205	24	can	can	AUX
alkej-918	205	25	be	be	AUX
alkej-918	205	26	sent	send	VERB
alkej-918	205	27	,	,	PUNCT
alkej-918	205	28	bw	bw	NOUN
alkej-918	205	29	,	,	PUNCT
alkej-918	205	30	cwnd	cwnd	ADJ
alkej-918	205	31	,	,	PUNCT
alkej-918	205	32	number	number	NOUN
alkej-918	205	33	of	of	ADP
alkej-918	205	34	retransmitted	retransmit	VERB
alkej-918	205	35	segments	segment	NOUN
alkej-918	205	36	,	,	PUNCT
alkej-918	205	37	jitter	jitter	NOUN
alkej-918	205	38	and	and	CCONJ
alkej-918	205	39	the	the	DET
alkej-918	205	40	number	number	NOUN
alkej-918	205	41	of	of	ADP
alkej-918	205	42	lost	lose	VERB
alkej-918	205	43	datagrams	datagram	NOUN
alkej-918	205	44	.	.	PUNCT
alkej-918	206	1	another	another	DET
alkej-918	206	2	important	important	ADJ
alkej-918	206	3	tool	tool	NOUN
alkej-918	206	4	is	be	AUX
alkej-918	206	5	ping	ping	NOUN
alkej-918	206	6	,	,	PUNCT
alkej-918	206	7	a	a	DET
alkej-918	206	8	tool	tool	NOUN
alkej-918	206	9	that	that	PRON
alkej-918	206	10	sends	send	VERB
alkej-918	206	11	icmp	icmp	ADJ
alkej-918	206	12	packets	packet	NOUN
alkej-918	206	13	between	between	ADP
alkej-918	206	14	two	two	NUM
alkej-918	206	15	hosts	host	NOUN
alkej-918	206	16	and	and	CCONJ
alkej-918	206	17	measures	measure	NOUN
alkej-918	206	18	the	the	DET
alkej-918	206	19	rtt	rtt	NOUN
alkej-918	206	20	,	,	PUNCT
alkej-918	206	21	time	time	NOUN
alkej-918	206	22	-	-	PUNCT
alkej-918	206	23	to	to	ADP
alkej-918	206	24	-	-	PUNCT
alkej-918	206	25	life	life	NOUN
alkej-918	206	26	,	,	PUNCT
alkej-918	206	27	number	number	NOUN
alkej-918	206	28	of	of	ADP
alkej-918	206	29	segments	segment	NOUN
alkej-918	206	30	and	and	CCONJ
alkej-918	206	31	the	the	DET
alkej-918	206	32	time	time	NOUN
alkej-918	206	33	of	of	ADP
alkej-918	206	34	transfer	transfer	NOUN
alkej-918	206	35	.	.	PUNCT
alkej-918	207	1	python	python	NOUN
alkej-918	207	2	scripts	script	NOUN
alkej-918	207	3	can	can	AUX
alkej-918	207	4	also	also	ADV
alkej-918	207	5	run	run	VERB
alkej-918	207	6	on	on	ADP
alkej-918	207	7	the	the	DET
alkej-918	207	8	mininet	mininet	NOUN
alkej-918	207	9	and	and	CCONJ
alkej-918	207	10	generate	generate	VERB
alkej-918	207	11	traffic	traffic	NOUN
alkej-918	207	12	between	between	ADP
alkej-918	207	13	hosts	host	NOUN
alkej-918	207	14	.	.	PUNCT
alkej-918	208	1	all	all	DET
alkej-918	208	2	three	three	NUM
alkej-918	208	3	of	of	ADP
alkej-918	208	4	the	the	DET
alkej-918	208	5	previous	previous	ADJ
alkej-918	208	6	tools	tool	NOUN
alkej-918	208	7	are	be	AUX
alkej-918	208	8	used	use	VERB
alkej-918	208	9	to	to	PART
alkej-918	208	10	generate	generate	VERB
alkej-918	208	11	traffic	traffic	NOUN
alkej-918	208	12	,	,	PUNCT
alkej-918	208	13	but	but	CCONJ
alkej-918	208	14	mininet	mininet	NOUN
alkej-918	208	15	also	also	ADV
alkej-918	208	16	has	have	VERB
alkej-918	208	17	tools	tool	NOUN
alkej-918	208	18	to	to	PART
alkej-918	208	19	capture	capture	VERB
alkej-918	208	20	traffic	traffic	NOUN
alkej-918	208	21	and	and	CCONJ
alkej-918	208	22	view	view	VERB
alkej-918	208	23	information	information	NOUN
alkej-918	208	24	,	,	PUNCT
alkej-918	208	25	such	such	ADJ
alkej-918	208	26	as	as	ADP
alkej-918	208	27	the	the	DET
alkej-918	208	28	ryu	ryu	PROPN
alkej-918	208	29	controller	controller	PROPN
alkej-918	208	30	application	application	NOUN
alkej-918	208	31	.	.	PUNCT
alkej-918	209	1	wireshark	wireshark	NOUN
alkej-918	209	2	is	be	AUX
alkej-918	209	3	one	one	NUM
alkej-918	209	4	such	such	ADJ
alkej-918	209	5	tool	tool	NOUN
alkej-918	209	6	that	that	PRON
alkej-918	209	7	captures	capture	VERB
alkej-918	209	8	packets	packet	NOUN
alkej-918	209	9	and	and	CCONJ
alkej-918	209	10	displays	display	VERB
alkej-918	209	11	their	their	PRON
alkej-918	209	12	headers	header	NOUN
alkej-918	209	13	and	and	CCONJ
alkej-918	209	14	data	datum	NOUN
alkej-918	209	15	.	.	PUNCT
alkej-918	210	1	ovs	ovs	NOUN
alkej-918	210	2	-	-	PUNCT
alkej-918	210	3	ofctl	ofctl	NOUN
alkej-918	210	4	is	be	AUX
alkej-918	210	5	another	another	DET
alkej-918	210	6	built	build	VERB
alkej-918	210	7	-	-	PUNCT
alkej-918	210	8	in	in	ADP
alkej-918	210	9	command	command	NOUN
alkej-918	210	10	that	that	PRON
alkej-918	210	11	is	be	AUX
alkej-918	210	12	integrated	integrate	VERB
alkej-918	210	13	into	into	ADP
alkej-918	210	14	mininet	mininet	NOUN
alkej-918	210	15	to	to	PART
alkej-918	210	16	view	view	VERB
alkej-918	210	17	statistics	statistic	NOUN
alkej-918	210	18	about	about	ADP
alkej-918	210	19	the	the	DET
alkej-918	210	20	network	network	NOUN
alkej-918	210	21	,	,	PUNCT
alkej-918	210	22	such	such	ADJ
alkej-918	210	23	as	as	ADP
alkej-918	210	24	ports	port	NOUN
alkej-918	210	25	,	,	PUNCT
alkej-918	210	26	queues	queue	NOUN
alkej-918	210	27	,	,	PUNCT
alkej-918	210	28	etc	etc	X
alkej-918	210	29	.	.	X
alkej-918	210	30	gui	gui	NOUN
alkej-918	210	31	-	-	PUNCT
alkej-918	210	32	topology	topology	NOUN
alkej-918	210	33	and	and	CCONJ
alkej-918	210	34	flowmanager	flowmanager	NOUN
alkej-918	210	35	are	be	AUX
alkej-918	210	36	ryu	ryu	PROPN
alkej-918	210	37	controller	controller	NOUN
alkej-918	210	38	applications	application	NOUN
alkej-918	210	39	used	use	VERB
alkej-918	210	40	to	to	PART
alkej-918	210	41	monitor	monitor	VERB
alkej-918	210	42	and	and	CCONJ
alkej-918	210	43	view	view	NOUN
alkej-918	210	44	network	network	NOUN
alkej-918	210	45	topology	topology	NOUN
alkej-918	210	46	,	,	PUNCT
alkej-918	210	47	switches	switch	NOUN
alkej-918	210	48	’	'	PUNCT
alkej-918	210	49	ids	id	NOUN
alkej-918	210	50	,	,	PUNCT
alkej-918	210	51	host	host	NOUN
alkej-918	210	52	mac	mac	NOUN
alkej-918	210	53	addresses	address	NOUN
alkej-918	210	54	and	and	CCONJ
alkej-918	210	55	port	port	NOUN
alkej-918	210	56	numbers	number	NOUN
alkej-918	210	57	.	.	PUNCT
alkej-918	211	1	this	this	DET
alkej-918	211	2	study	study	NOUN
alkej-918	211	3	was	be	AUX
alkej-918	211	4	conducted	conduct	VERB
alkej-918	211	5	to	to	PART
alkej-918	211	6	view	view	VERB
alkej-918	211	7	the	the	DET
alkej-918	211	8	most	most	ADV
alkej-918	211	9	used	use	VERB
alkej-918	211	10	tools	tool	NOUN
alkej-918	211	11	that	that	PRON
alkej-918	211	12	connect	connect	VERB
alkej-918	211	13	with	with	ADP
alkej-918	211	14	the	the	DET
alkej-918	211	15	sdn	sdn	PROPN
alkej-918	211	16	environment	environment	NOUN
alkej-918	211	17	to	to	PART
alkej-918	211	18	generate	generate	VERB
alkej-918	211	19	traffic	traffic	NOUN
alkej-918	211	20	and	and	CCONJ
alkej-918	211	21	collect	collect	VERB
alkej-918	211	22	data	datum	NOUN
alkej-918	211	23	.	.	PUNCT
alkej-918	212	1	after	after	ADP
alkej-918	212	2	explaining	explain	VERB
alkej-918	212	3	each	each	DET
alkej-918	212	4	tool	tool	NOUN
alkej-918	212	5	,	,	PUNCT
alkej-918	212	6	comparisons	comparison	NOUN
alkej-918	212	7	were	be	AUX
alkej-918	212	8	added	add	VERB
alkej-918	212	9	to	to	PART
alkej-918	212	10	clarify	clarify	VERB
alkej-918	212	11	the	the	DET
alkej-918	212	12	difference	difference	NOUN
alkej-918	212	13	in	in	ADP
alkej-918	212	14	work	work	NOUN
alkej-918	212	15	style	style	NOUN
alkej-918	212	16	,	,	PUNCT
alkej-918	212	17	type	type	NOUN
alkej-918	212	18	and	and	CCONJ
alkej-918	212	19	the	the	DET
alkej-918	212	20	applications	application	NOUN
alkej-918	212	21	of	of	ADP
alkej-918	212	22	each	each	DET
alkej-918	212	23	tool	tool	NOUN
alkej-918	212	24	.	.	PUNCT
alkej-918	213	1	in	in	ADP
alkej-918	213	2	conclusion	conclusion	NOUN
alkej-918	213	3	,	,	PUNCT
alkej-918	213	4	each	each	DET
alkej-918	213	5	application	application	NOUN
alkej-918	213	6	requires	require	VERB
alkej-918	213	7	a	a	DET
alkej-918	213	8	specific	specific	ADJ
alkej-918	213	9	tool	tool	NOUN
alkej-918	213	10	to	to	PART
alkej-918	213	11	generate	generate	VERB
alkej-918	213	12	and	and	CCONJ
alkej-918	213	13	collect	collect	VERB
alkej-918	213	14	data	datum	NOUN
alkej-918	213	15	.	.	PUNCT
alkej-918	214	1	therefore	therefore	ADV
alkej-918	214	2	,	,	PUNCT
alkej-918	214	3	recommending	recommend	VERB
alkej-918	214	4	one	one	NUM
alkej-918	214	5	tool	tool	NOUN
alkej-918	214	6	to	to	PART
alkej-918	214	7	select	select	VERB
alkej-918	214	8	when	when	SCONJ
alkej-918	214	9	working	work	VERB
alkej-918	214	10	in	in	ADP
alkej-918	214	11	an	an	DET
alkej-918	214	12	sdn	sdn	NOUN
alkej-918	214	13	network	network	NOUN
alkej-918	214	14	is	be	AUX
alkej-918	214	15	not	not	PART
alkej-918	214	16	advisable	advisable	ADJ
alkej-918	214	17	,	,	PUNCT
alkej-918	214	18	and	and	CCONJ
alkej-918	214	19	the	the	DET
alkej-918	214	20	choice	choice	NOUN
alkej-918	214	21	depends	depend	VERB
alkej-918	214	22	on	on	ADP
alkej-918	214	23	the	the	DET
alkej-918	214	24	final	final	ADJ
alkej-918	214	25	goal	goal	NOUN
alkej-918	214	26	of	of	ADP
alkej-918	214	27	the	the	DET
alkej-918	214	28	work	work	NOUN
alkej-918	214	29	.	.	PUNCT
alkej-918	215	1	acknowledgments	acknowledgment	NOUN
alkej-918	215	2	this	this	DET
alkej-918	215	3	work	work	NOUN
alkej-918	215	4	is	be	AUX
alkej-918	215	5	supported	support	VERB
alkej-918	215	6	by	by	ADP
alkej-918	215	7	the	the	DET
alkej-918	215	8	information	information	NOUN
alkej-918	215	9	and	and	CCONJ
alkej-918	215	10	communications	communication	NOUN
alkej-918	215	11	engineering	engineering	NOUN
alkej-918	215	12	department	department	PROPN
alkej-918	215	13	,	,	PUNCT
alkej-918	215	14	alkhawarizmi	alkhawarizmi	PROPN
alkej-918	215	15	engineering	engineering	PROPN
alkej-918	215	16	college	college	PROPN
alkej-918	215	17	,	,	PUNCT
alkej-918	215	18	university	university	NOUN
alkej-918	215	19	of	of	ADP
alkej-918	215	20	baghdad	baghdad	PROPN
alkej-918	215	21	.	.	PUNCT
alkej-918	216	1			PROPN
alkej-918	216	2			PROPN
alkej-918	216	3	references	reference	NOUN
alkej-918	216	4	[	[	X
alkej-918	216	5	1	1	NUM
alkej-918	216	6	]	]	PUNCT
alkej-918	216	7	a.	a.	NOUN
alkej-918	216	8	sha	sha	PROPN
alkej-918	216	9	,	,	PUNCT
alkej-918	216	10	s.	s.	PROPN
alkej-918	216	11	madhan	madhan	PROPN
alkej-918	216	12	,	,	PUNCT
alkej-918	216	13	s.	s.	PROPN
alkej-918	216	14	neemkar	neemkar	PROPN
alkej-918	216	15	,	,	PUNCT
alkej-918	216	16	v.	v.	PROPN
alkej-918	216	17	b.	b.	PROPN
alkej-918	216	18	c.	c.	PROPN
alkej-918	216	19	varma	varma	PROPN
alkej-918	216	20	and	and	CCONJ
alkej-918	216	21	l.	l.	PROPN
alkej-918	216	22	s.	s.	PROPN
alkej-918	216	23	nair	nair	PROPN
alkej-918	216	24	,	,	PUNCT
alkej-918	216	25	“	"	PUNCT
alkej-918	216	26	machine	machine	NOUN
alkej-918	216	27	learning	learn	VERB
alkej-918	216	28	integrated	integrate	VERB
alkej-918	216	29	software	software	NOUN
alkej-918	216	30	defined	define	VERB
alkej-918	216	31	networking	network	VERB
alkej-918	216	32	architecture	architecture	NOUN
alkej-918	216	33	for	for	ADP
alkej-918	216	34	congestion	congestion	NOUN
alkej-918	216	35	control	control	NOUN
alkej-918	216	36	,	,	PUNCT
alkej-918	216	37	”	"	PUNCT
alkej-918	216	38	in	in	ADP
alkej-918	216	39	:	:	PUNCT
alkej-918	216	40	2023	2023	NUM
alkej-918	216	41	inter	inter	ADJ
alkej-918	216	42	-	-	ADJ
alkej-918	216	43	national	national	ADJ
alkej-918	216	44	conference	conference	NOUN
alkej-918	216	45	on	on	ADP
alkej-918	216	46	distributed	distribute	VERB
alkej-918	216	47	computing	computing	NOUN
alkej-918	216	48	and	and	CCONJ
alkej-918	216	49	electrical	electrical	ADJ
alkej-918	216	50	circuits	circuit	NOUN
alkej-918	216	51	and	and	CCONJ
alkej-918	216	52	electronics	electronic	NOUN
alkej-918	216	53	(	(	PUNCT
alkej-918	216	54	icdcece	icdcece	NOUN
alkej-918	216	55	)	)	PUNCT
alkej-918	216	56	,	,	PUNCT
alkej-918	216	57	ballar	ballar	ADJ
alkej-918	216	58	,	,	PUNCT
alkej-918	216	59	india	india	PROPN
alkej-918	216	60	,	,	PUNCT
alkej-918	216	61	pp	pp	ADJ
alkej-918	216	62	.	.	PUNCT
alkej-918	217	1	1	1	NUM
alkej-918	217	2	-	-	SYM
alkej-918	217	3	5	5	NUM
alkej-918	217	4	,	,	PUNCT
alkej-918	217	5	2023	2023	NUM
alkej-918	217	6	,	,	PUNCT
alkej-918	217	7	doi	doi	NOUN
alkej-918	217	8	:	:	PUNCT
alkej-918	217	9	10.1109	10.1109	NUM
alkej-918	217	10	/	/	SYM
alkej-918	217	11	icdcece57866.2023.10151339	icdcece57866.2023.10151339	PROPN
alkej-918	217	12	.	.	PUNCT
alkej-918	218	1	[	[	X
alkej-918	218	2	2	2	NUM
alkej-918	218	3	]	]	PUNCT
alkej-918	218	4	a.	a.	NOUN
alkej-918	218	5	t.	t.	PROPN
alkej-918	218	6	albu	albu	PROPN
alkej-918	218	7	-	-	PUNCT
alkej-918	218	8	salih	salih	PROPN
alkej-918	218	9	,	,	PUNCT
alkej-918	218	10	s.	s.	PROPN
alkej-918	218	11	a.	a.	PROPN
alkej-918	218	12	h.	h.	PROPN
alkej-918	218	13	seno	seno	PROPN
alkej-918	218	14	,	,	PUNCT
alkej-918	218	15	and	and	CCONJ
alkej-918	218	16	s.	s.	PROPN
alkej-918	218	17	j.	j.	PROPN
alkej-918	218	18	mohammed	mohammed	PROPN
alkej-918	218	19	,	,	PUNCT
alkej-918	218	20	“	"	PUNCT
alkej-918	218	21	dynamic	dynamic	ADJ
alkej-918	218	22	routing	routing	NOUN
alkej-918	218	23	method	method	NOUN
alkej-918	218	24	over	over	ADP
alkej-918	218	25	hybrid	hybrid	ADJ
alkej-918	218	26	sdn	sdn	NOUN
alkej-918	218	27	for	for	ADP
alkej-918	218	28	flying	fly	VERB
alkej-918	218	29	ad	ad	NOUN
alkej-918	218	30	hoc	hoc	X
alkej-918	218	31	networks	network	NOUN
alkej-918	218	32	,	,	PUNCT
alkej-918	218	33	”	"	PUNCT
alkej-918	218	34	baghdad	baghdad	PROPN
alkej-918	218	35	sci.j	sci.j	NUM
alkej-918	218	36	,	,	PUNCT
alkej-918	218	37	vol	vol	NOUN
alkej-918	218	38	.	.	PROPN
alkej-918	218	39	15	15	NUM
alkej-918	218	40	,	,	PUNCT
alkej-918	218	41	no	no	INTJ
alkej-918	218	42	.	.	NOUN
alkej-918	218	43	3	3	NUM
alkej-918	218	44	,	,	PUNCT
alkej-918	218	45	0361	0361	NUM
alkej-918	218	46	,	,	PUNCT
alkej-918	218	47	sep	sep	PROPN
alkej-918	218	48	.	.	PROPN
alkej-918	218	49	2018	2018	NUM
alkej-918	218	50	.	.	PUNCT
alkej-918	219	1	[	[	X
alkej-918	219	2	3	3	X
alkej-918	219	3	]	]	PUNCT
alkej-918	219	4	t.	t.	PROPN
alkej-918	219	5	e.	e.	PROPN
alkej-918	219	6	ali	ali	PROPN
alkej-918	219	7	,	,	PUNCT
alkej-918	219	8	a.h	a.h	PROPN
alkej-918	219	9	.	.	PROPN
alkej-918	219	10	morad	morad	PROPN
alkej-918	219	11	,	,	PUNCT
alkej-918	219	12	and	and	CCONJ
alkej-918	219	13	m.	m.	NOUN
alkej-918	219	14	a.	a.	NOUN
alkej-918	219	15	abdala	abdala	PROPN
alkej-918	219	16	,	,	PUNCT
alkej-918	219	17	“	"	PUNCT
alkej-918	219	18	sdn	sdn	NOUN
alkej-918	219	19	implementation	implementation	NOUN
alkej-918	219	20	in	in	ADP
alkej-918	219	21	data	datum	NOUN
alkej-918	219	22	center	center	NOUN
alkej-918	219	23	network	network	NOUN
alkej-918	219	24	,	,	PUNCT
alkej-918	219	25	”	"	PUNCT
alkej-918	219	26	journal	journal	NOUN
alkej-918	219	27	of	of	ADP
alkej-918	219	28	communications	communication	NOUN
alkej-918	219	29	,	,	PUNCT
alkej-918	219	30	vol	vol	NOUN
alkej-918	219	31	.	.	PROPN
alkej-918	219	32	14	14	NUM
alkej-918	219	33	,	,	PUNCT
alkej-918	219	34	no	no	INTJ
alkej-918	219	35	.	.	NOUN
alkej-918	219	36	3	3	NUM
alkej-918	219	37	,	,	PUNCT
alkej-918	219	38	223	223	NUM
alkej-918	219	39	–	–	PUNCT
alkej-918	219	40	228	228	NUM
alkej-918	219	41	,	,	PUNCT
alkej-918	219	42	march	march	PROPN
alkej-918	219	43	2019	2019	NUM
alkej-918	219	44	.	.	PUNCT
alkej-918	220	1	[	[	X
alkej-918	220	2	4	4	X
alkej-918	220	3	]	]	PUNCT
alkej-918	220	4	t.	t.	PROPN
alkej-918	220	5	y.	y.	PROPN
alkej-918	220	6	mu	mu	PROPN
alkej-918	220	7	,	,	PUNCT
alkej-918	220	8	“	"	PUNCT
alkej-918	220	9	toward	toward	ADP
alkej-918	220	10	self	self	NOUN
alkej-918	220	11	-	-	PUNCT
alkej-918	220	12	reconfigurable	reconfigurable	ADJ
alkej-918	220	13	parametric	parametric	ADJ
alkej-918	220	14	systems	system	NOUN
alkej-918	220	15	:	:	PUNCT
alkej-918	220	16	reinforcement	reinforcement	NOUN
alkej-918	220	17	learning	learn	VERB
alkej-918	220	18	tabarak	tabarak	PROPN
alkej-918	220	19	yassin	yassin	PROPN
alkej-918	220	20	khudhair	khudhair	PROPN
alkej-918	220	21	al	al	PROPN
alkej-918	220	22	-	-	PUNCT
alkej-918	220	23	khwarizmi	khwarizmi	PROPN
alkej-918	220	24	engineering	engineering	NOUN
alkej-918	220	25	journal	journal	PROPN
alkej-918	220	26	,	,	PUNCT
alkej-918	220	27	vol	vol	NOUN
alkej-918	220	28	.	.	PROPN
alkej-918	220	29	21	21	NUM
alkej-918	220	30	,	,	PUNCT
alkej-918	220	31	no.2	no.2	PROPN
alkej-918	220	32	,	,	PUNCT
alkej-918	220	33	pp	pp	ADJ
alkej-918	220	34	.	.	PUNCT
alkej-918	221	1	93105	93105	NUM
alkej-918	221	2	(	(	PUNCT
alkej-918	221	3	2025	2025	NUM
alkej-918	221	4	)	)	PUNCT
alkej-918	222	1	104	104	NUM
alkej-918	222	2	approach	approach	NOUN
alkej-918	222	3	,	,	PUNCT
alkej-918	222	4	”	"	PUNCT
alkej-918	222	5	doctoral	doctoral	ADJ
alkej-918	222	6	thesis	thesis	NOUN
alkej-918	222	7	,	,	PUNCT
alkej-918	222	8	western	western	PROPN
alkej-918	222	9	michigan	michigan	PROPN
alkej-918	222	10	university	university	PROPN
alkej-918	222	11	,	,	PUNCT
alkej-918	222	12	dec	dec	PROPN
alkej-918	222	13	.	.	PROPN
alkej-918	222	14	2019	2019	NUM
alkej-918	222	15	.	.	PUNCT
alkej-918	223	1	[	[	X
alkej-918	223	2	5	5	X
alkej-918	223	3	]	]	X
alkej-918	223	4	n.	n.	PROPN
alkej-918	223	5	s.	s.	PROPN
alkej-918	223	6	soud	soud	PROPN
alkej-918	223	7	and	and	CCONJ
alkej-918	223	8	n.	n.	PROPN
alkej-918	223	9	a.	a.	PROPN
alkej-918	223	10	s.	s.	PROPN
alkej-918	223	11	al	al	PROPN
alkej-918	223	12	-	-	PUNCT
alkej-918	223	13	jamali	jamali	PROPN
alkej-918	223	14	,	,	PUNCT
alkej-918	223	15	“	"	PUNCT
alkej-918	223	16	intelligent	intelligent	ADJ
alkej-918	223	17	congestion	congestion	NOUN
alkej-918	223	18	control	control	NOUN
alkej-918	223	19	of	of	ADP
alkej-918	223	20	5	5	NUM
alkej-918	223	21	g	g	NOUN
alkej-918	223	22	traffic	traffic	NOUN
alkej-918	223	23	in	in	ADP
alkej-918	223	24	sdn	sdn	NOUN
alkej-918	223	25	using	use	VERB
alkej-918	223	26	dual	dual	ADJ
alkej-918	223	27	-	-	PUNCT
alkej-918	223	28	spike	spike	ADJ
alkej-918	223	29	neural	neural	ADJ
alkej-918	223	30	network	network	NOUN
alkej-918	223	31	,	,	PUNCT
alkej-918	223	32	”	"	PUNCT
alkej-918	223	33	jcoeng	jcoeng	PROPN
alkej-918	223	34	,	,	PUNCT
alkej-918	223	35	vol	vol	NOUN
alkej-918	223	36	.	.	PROPN
alkej-918	223	37	29	29	NUM
alkej-918	223	38	,	,	PUNCT
alkej-918	223	39	no	no	INTJ
alkej-918	223	40	.	.	NOUN
alkej-918	223	41	1	1	NUM
alkej-918	223	42	,	,	PUNCT
alkej-918	223	43	pp	pp	ADJ
alkej-918	223	44	.	.	PUNCT
alkej-918	224	1	110–127	110–127	NUM
alkej-918	224	2	,	,	PUNCT
alkej-918	224	3	jan	jan	PROPN
alkej-918	224	4	.	.	PROPN
alkej-918	224	5	2023	2023	NUM
alkej-918	224	6	.	.	PUNCT
alkej-918	225	1	[	[	X
alkej-918	225	2	6	6	NUM
alkej-918	225	3	]	]	PUNCT
alkej-918	225	4	h.	h.	PROPN
alkej-918	225	5	jiang	jiang	PROPN
alkej-918	225	6	,	,	PUNCT
alkej-918	225	7	q.	q.	PROPN
alkej-918	225	8	li	li	PROPN
alkej-918	225	9	,	,	PUNCT
alkej-918	225	10	y.	y.	PROPN
alkej-918	225	11	jiang	jiang	PROPN
alkej-918	225	12	,	,	PUNCT
alkej-918	225	13	g.	g.	PROPN
alkej-918	225	14	shen	shen	PROPN
alkej-918	225	15	,	,	PUNCT
alkej-918	225	16	r.	r.	PROPN
alkej-918	225	17	sinnott	sinnott	PROPN
alkej-918	225	18	,	,	PUNCT
alkej-918	225	19	c.	c.	PROPN
alkej-918	225	20	tian	tian	PROPN
alkej-918	225	21	,	,	PUNCT
alkej-918	225	22	and	and	CCONJ
alkej-918	225	23	m.	m.	PROPN
alkej-918	225	24	xu	xu	PROPN
alkej-918	225	25	,	,	PUNCT
alkej-918	225	26	“	"	PUNCT
alkej-918	225	27	when	when	SCONJ
alkej-918	225	28	machine	machine	NOUN
alkej-918	225	29	learning	learning	NOUN
alkej-918	225	30	meets	meet	VERB
alkej-918	225	31	congestion	congestion	NOUN
alkej-918	225	32	control	control	NOUN
alkej-918	225	33	:	:	PUNCT
alkej-918	225	34	a	a	DET
alkej-918	225	35	survey	survey	NOUN
alkej-918	225	36	and	and	CCONJ
alkej-918	225	37	comparison	comparison	NOUN
alkej-918	225	38	,	,	PUNCT
alkej-918	225	39	”	"	PUNCT
alkej-918	225	40	computer	computer	NOUN
alkej-918	225	41	networks	network	NOUN
alkej-918	225	42	,	,	PUNCT
alkej-918	225	43	vol	vol	NOUN
alkej-918	225	44	.	.	PROPN
alkej-918	225	45	192	192	NUM
alkej-918	225	46	,	,	PUNCT
alkej-918	225	47	2021	2021	NUM
alkej-918	225	48	,	,	PUNCT
alkej-918	225	49	108033	108033	NUM
alkej-918	225	50	,	,	PUNCT
alkej-918	225	51	issn	issn	PROPN
alkej-918	225	52	1389	1389	NUM
alkej-918	225	53	-	-	SYM
alkej-918	225	54	1286	1286	NUM
alkej-918	225	55	.	.	PUNCT
alkej-918	226	1	[	[	X
alkej-918	226	2	7	7	X
alkej-918	226	3	]	]	PUNCT
alkej-918	226	4	j.	j.	PROPN
alkej-918	226	5	zhao	zhao	PROPN
alkej-918	226	6	,	,	PUNCT
alkej-918	226	7	m.	m.	NOUN
alkej-918	226	8	tong	tong	PROPN
alkej-918	226	9	,	,	PUNCT
alkej-918	226	10	h.	h.	PROPN
alkej-918	226	11	qu	qu	PROPN
alkej-918	226	12	,	,	PUNCT
alkej-918	226	13	and	and	CCONJ
alkej-918	226	14	j.	j.	PROPN
alkej-918	226	15	zhao	zhao	PROPN
alkej-918	226	16	,	,	PUNCT
alkej-918	226	17	“	"	PUNCT
alkej-918	226	18	an	an	DET
alkej-918	226	19	intelligent	intelligent	ADJ
alkej-918	226	20	congestion	congestion	NOUN
alkej-918	226	21	control	control	NOUN
alkej-918	226	22	method	method	NOUN
alkej-918	226	23	in	in	ADP
alkej-918	226	24	software	software	NOUN
alkej-918	226	25	defined	define	VERB
alkej-918	226	26	networks	network	NOUN
alkej-918	226	27	,	,	PUNCT
alkej-918	226	28	”	"	PUNCT
alkej-918	226	29	2019	2019	NUM
alkej-918	226	30	ieee	ieee	NOUN
alkej-918	226	31	11th	11th	ADJ
alkej-918	226	32	international	international	ADJ
alkej-918	226	33	conference	conference	NOUN
alkej-918	226	34	on	on	ADP
alkej-918	226	35	communication	communication	NOUN
alkej-918	226	36	software	software	NOUN
alkej-918	226	37	and	and	CCONJ
alkej-918	226	38	networks	network	NOUN
alkej-918	226	39	(	(	PUNCT
alkej-918	226	40	iccsn	iccsn	NOUN
alkej-918	226	41	)	)	PUNCT
alkej-918	226	42	,	,	PUNCT
alkej-918	226	43	pp	pp	ADP
alkej-918	226	44	.	.	PUNCT
alkej-918	227	1	51	51	NUM
alkej-918	227	2	-	-	SYM
alkej-918	227	3	56	56	NUM
alkej-918	227	4	,	,	PUNCT
alkej-918	227	5	chongqing	chongqing	NOUN
alkej-918	227	6	,	,	PUNCT
alkej-918	227	7	china	china	PROPN
alkej-918	227	8	,	,	PUNCT
alkej-918	227	9	2019	2019	NUM
alkej-918	227	10	,	,	PUNCT
alkej-918	227	11	doi	doi	NOUN
alkej-918	227	12	:	:	PUNCT
alkej-918	227	13	10.1109	10.1109	NUM
alkej-918	227	14	/	/	SYM
alkej-918	227	15	iccsn.2019.8905364	iccsn.2019.8905364	NOUN
alkej-918	227	16	.	.	PUNCT
alkej-918	228	1	[	[	X
alkej-918	228	2	8	8	X
alkej-918	228	3	]	]	PUNCT
alkej-918	228	4	j.	j.	PROPN
alkej-918	228	5	wu	wu	PROPN
alkej-918	228	6	,	,	PUNCT
alkej-918	228	7	y.	y.	PROPN
alkej-918	228	8	peng	peng	PROPN
alkej-918	228	9	,	,	PUNCT
alkej-918	228	10	m.	m.	NOUN
alkej-918	228	11	song	song	NOUN
alkej-918	228	12	,	,	PUNCT
alkej-918	228	13	m.	m.	NOUN
alkej-918	228	14	cui	cui	NOUN
alkej-918	228	15	and	and	CCONJ
alkej-918	228	16	l.	l.	PROPN
alkej-918	228	17	zhang	zhang	PROPN
alkej-918	228	18	,	,	PUNCT
alkej-918	228	19	“	"	PUNCT
alkej-918	228	20	link	link	VERB
alkej-918	228	21	congestion	congestion	NOUN
alkej-918	228	22	prediction	prediction	NOUN
alkej-918	228	23	using	use	VERB
alkej-918	228	24	machine	machine	NOUN
alkej-918	228	25	learning	learning	NOUN
alkej-918	228	26	for	for	ADP
alkej-918	228	27	software	software	NOUN
alkej-918	228	28	-	-	PUNCT
alkej-918	228	29	defined	define	VERB
alkej-918	228	30	-	-	PUNCT
alkej-918	228	31	network	network	NOUN
alkej-918	228	32	data	datum	NOUN
alkej-918	228	33	plane	plane	NOUN
alkej-918	228	34	,	,	PUNCT
alkej-918	228	35	”	"	PUNCT
alkej-918	228	36	2019	2019	NUM
alkej-918	228	37	international	international	ADJ
alkej-918	228	38	conference	conference	NOUN
alkej-918	228	39	on	on	ADP
alkej-918	228	40	computer	computer	NOUN
alkej-918	228	41	,	,	PUNCT
alkej-918	228	42	information	information	NOUN
alkej-918	228	43	and	and	CCONJ
alkej-918	228	44	telecommunication	telecommunication	NOUN
alkej-918	228	45	systems	system	NOUN
alkej-918	228	46	(	(	PUNCT
alkej-918	228	47	cits	cit	NOUN
alkej-918	228	48	)	)	PUNCT
alkej-918	228	49	,	,	PUNCT
alkej-918	228	50	pp	pp	ADP
alkej-918	228	51	.	.	PUNCT
alkej-918	229	1	1	1	NUM
alkej-918	229	2	-	-	SYM
alkej-918	229	3	5	5	NUM
alkej-918	229	4	,	,	PUNCT
alkej-918	229	5	beijing	beijing	PROPN
alkej-918	229	6	,	,	PUNCT
alkej-918	229	7	china	china	PROPN
alkej-918	229	8	,	,	PUNCT
alkej-918	229	9	2019	2019	NUM
alkej-918	229	10	,	,	PUNCT
alkej-918	229	11	doi	doi	NOUN
alkej-918	229	12	:	:	PUNCT
alkej-918	229	13	10.1109	10.1109	NUM
alkej-918	229	14	/	/	SYM
alkej-918	229	15	cits.2019.8862098	cits.2019.8862098	NOUN
alkej-918	229	16	.	.	PUNCT
alkej-918	230	1	[	[	X
alkej-918	230	2	9	9	NUM
alkej-918	230	3	]	]	SYM
alkej-918	230	4	r.	r.	PROPN
alkej-918	230	5	c.	c.	PROPN
alkej-918	230	6	meena	meena	PROPN
alkej-918	230	7	,	,	PUNCT
alkej-918	230	8	m.	m.	NOUN
alkej-918	230	9	bundele	bundele	NOUN
alkej-918	230	10	,	,	PUNCT
alkej-918	230	11	and	and	CCONJ
alkej-918	230	12	m.	m.	NOUN
alkej-918	230	13	nawal	nawal	PROPN
alkej-918	230	14	,	,	PUNCT
alkej-918	230	15	“	"	PUNCT
alkej-918	230	16	sdn	sdn	NOUN
alkej-918	230	17	-	-	PUNCT
alkej-918	230	18	cife	cife	NOUN
alkej-918	230	19	:	:	PUNCT
alkej-918	230	20	sdn	sdn	NOUN
alkej-918	230	21	-	-	PUNCT
alkej-918	230	22	controller	controller	NOUN
alkej-918	230	23	with	with	ADP
alkej-918	230	24	instant	instant	ADJ
alkej-918	230	25	flow	flow	NOUN
alkej-918	230	26	entries	entry	NOUN
alkej-918	230	27	to	to	PART
alkej-918	230	28	improve	improve	VERB
alkej-918	230	29	first	first	ADJ
alkej-918	230	30	packet	packet	NOUN
alkej-918	230	31	processing	processing	NOUN
alkej-918	230	32	period	period	NOUN
alkej-918	230	33	,	,	PUNCT
alkej-918	230	34	”	"	PUNCT
alkej-918	230	35	test	test	NOUN
alkej-918	230	36	engineering	engineering	NOUN
alkej-918	230	37	and	and	CCONJ
alkej-918	230	38	management	management	NOUN
alkej-918	230	39	,	,	PUNCT
alkej-918	230	40	vol	vol	NOUN
alkej-918	230	41	.	.	PROPN
alkej-918	230	42	83	83	NUM
alkej-918	230	43	,	,	PUNCT
alkej-918	230	44	pp	pp	ADJ
alkej-918	230	45	.	.	PUNCT
alkej-918	231	1	911	911	NUM
alkej-918	231	2	-	-	SYM
alkej-918	231	3	919	919	NUM
alkej-918	231	4	,	,	PUNCT
alkej-918	231	5	march	march	PROPN
alkej-918	231	6	-	-	PUNCT
alkej-918	231	7	april	april	PROPN
alkej-918	231	8	2020	2020	NUM
alkej-918	231	9	,	,	PUNCT
alkej-918	231	10	available	available	ADJ
alkej-918	231	11	at	at	ADP
alkej-918	231	12	ssrn	ssrn	NOUN
alkej-918	231	13	:	:	PUNCT
alkej-918	231	14	https://ssrn.com/abstract=3569521	https://ssrn.com/abstract=3569521	NOUN
alkej-918	231	15	.	.	PUNCT
alkej-918	232	1	[	[	X
alkej-918	232	2	10	10	NUM
alkej-918	232	3	]	]	PUNCT
alkej-918	232	4	t.	t.	PROPN
alkej-918	232	5	e.	e.	PROPN
alkej-918	232	6	ali	ali	PROPN
alkej-918	232	7	,	,	PUNCT
alkej-918	232	8	a.h	a.h	PROPN
alkej-918	232	9	.	.	PROPN
alkej-918	232	10	morad	morad	PROPN
alkej-918	232	11	,	,	PUNCT
alkej-918	232	12	and	and	CCONJ
alkej-918	232	13	m.	m.	NOUN
alkej-918	232	14	a.	a.	NOUN
alkej-918	232	15	abdala	abdala	PROPN
alkej-918	232	16	,	,	PUNCT
alkej-918	232	17	“	"	PUNCT
alkej-918	232	18	traffic	traffic	NOUN
alkej-918	232	19	management	management	NOUN
alkej-918	232	20	inside	inside	ADP
alkej-918	232	21	software	software	NOUN
alkej-918	232	22	-	-	PUNCT
alkej-918	232	23	defined	define	VERB
alkej-918	232	24	data	data	NOUN
alkej-918	232	25	centre	centre	NOUN
alkej-918	232	26	networking	networking	NOUN
alkej-918	232	27	,	,	PUNCT
alkej-918	232	28	”	"	PUNCT
alkej-918	232	29	bulletin	bulletin	NOUN
alkej-918	232	30	of	of	ADP
alkej-918	232	31	electrical	electrical	ADJ
alkej-918	232	32	engineering	engineering	NOUN
alkej-918	232	33	and	and	CCONJ
alkej-918	232	34	informatics	informatic	NOUN
alkej-918	232	35	,	,	PUNCT
alkej-918	232	36	vol	vol	NOUN
alkej-918	232	37	.	.	PROPN
alkej-918	232	38	9	9	NUM
alkej-918	232	39	,	,	PUNCT
alkej-918	232	40	no	no	INTJ
alkej-918	232	41	.	.	NOUN
alkej-918	232	42	5	5	NUM
alkej-918	232	43	,	,	PUNCT
alkej-918	232	44	pp	pp	ADJ
alkej-918	232	45	.	.	PUNCT
alkej-918	233	1	2045	2045	NUM
alkej-918	233	2	-	-	SYM
alkej-918	233	3	2054	2054	NUM
alkej-918	233	4	,	,	PUNCT
alkej-918	233	5	october	october	PROPN
alkej-918	233	6	2020	2020	NUM
alkej-918	233	7	.	.	PUNCT
alkej-918	234	1	[	[	X
alkej-918	234	2	11	11	NUM
alkej-918	234	3	]	]	PUNCT
alkej-918	234	4	k.	k.	PROPN
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alkej-918	234	7	,	,	PUNCT
alkej-918	234	8	“	"	PUNCT
alkej-918	234	9	towards	towards	ADP
alkej-918	234	10	ml	ml	ADV
alkej-918	234	11	-	-	PUNCT
alkej-918	234	12	based	base	VERB
alkej-918	234	13	management	management	NOUN
alkej-918	234	14	of	of	ADP
alkej-918	234	15	software	software	NOUN
alkej-918	234	16	-	-	PUNCT
alkej-918	234	17	defined	define	VERB
alkej-918	234	18	networks	network	NOUN
alkej-918	234	19	,	,	PUNCT
alkej-918	234	20	”	"	PUNCT
alkej-918	234	21	doctoral	doctoral	ADJ
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alkej-918	234	23	,	,	PUNCT
alkej-918	234	24	université	université	PROPN
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alkej-918	234	26	sabatiertoulouse	sabatiertoulouse	PROPN
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alkej-918	234	28	,	,	PUNCT
alkej-918	234	29	2021	2021	NUM
alkej-918	234	30	.	.	PUNCT
alkej-918	235	1	[	[	X
alkej-918	235	2	12	12	NUM
alkej-918	235	3	]	]	X
alkej-918	235	4	g.	g.	PROPN
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alkej-918	235	6	,	,	PUNCT
alkej-918	235	7	c.	c.	PROPN
alkej-918	235	8	c.	c.	PROPN
alkej-918	235	9	miers	miers	PROPN
alkej-918	235	10	,	,	PUNCT
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alkej-918	235	12	a.	a.	NOUN
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alkej-918	235	25	to	to	PART
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alkej-918	235	29	sdn	sdn	PROPN
alkej-918	235	30	-	-	PUNCT
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alkej-918	235	38	2022	2022	NUM
alkej-918	235	39	ieee	ieee	PROPN
alkej-918	235	40	global	global	PROPN
alkej-918	235	41	communications	communications	PROPN
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alkej-918	235	43	,	,	PUNCT
alkej-918	235	44	rio	rio	PROPN
alkej-918	235	45	de	de	PROPN
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alkej-918	235	47	,	,	PUNCT
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alkej-918	235	49	,	,	PUNCT
alkej-918	235	50	pp	pp	ADP
alkej-918	235	51	.	.	PUNCT
alkej-918	235	52	28612866	28612866	NUM
alkej-918	235	53	,	,	PUNCT
alkej-918	235	54	2022	2022	NUM
alkej-918	235	55	,	,	PUNCT
alkej-918	235	56	doi	doi	NOUN
alkej-918	235	57	:	:	PUNCT
alkej-918	235	58	10.1109	10.1109	NUM
alkej-918	235	59	/	/	SYM
alkej-918	235	60	globecom48099.2022.10000708	globecom48099.2022.10000708	PROPN
alkej-918	235	61	.	.	PUNCT
alkej-918	236	1	[	[	X
alkej-918	236	2	13	13	NUM
alkej-918	236	3	]	]	X
alkej-918	236	4	m.a	m.a	PROPN
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alkej-918	236	8	and	and	CCONJ
alkej-918	236	9	a.h	a.h	PROPN
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alkej-918	236	13	“	"	PUNCT
alkej-918	236	14	performance	performance	NOUN
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alkej-918	236	16	of	of	ADP
alkej-918	236	17	sdn	sdn	PROPN
alkej-918	236	18	ddos	ddo	NOUN
alkej-918	236	19	attack	attack	NOUN
alkej-918	236	20	detection	detection	NOUN
alkej-918	236	21	and	and	CCONJ
alkej-918	236	22	mitigation	mitigation	NOUN
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alkej-918	236	24	random	random	ADJ
alkej-918	236	25	forest	forest	NOUN
alkej-918	236	26	and	and	CCONJ
alkej-918	236	27	k	k	NOUN
alkej-918	236	28	-	-	PUNCT
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alkej-918	236	36	revue	revue	PROPN
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alkej-918	236	38	artificielle	artificielle	PROPN
alkej-918	236	39	,	,	PUNCT
alkej-918	236	40	vol	vol	NOUN
alkej-918	236	41	.	.	PROPN
alkej-918	236	42	36	36	NUM
alkej-918	236	43	,	,	PUNCT
alkej-918	236	44	no	no	INTJ
alkej-918	236	45	.	.	NOUN
alkej-918	236	46	2	2	NUM
alkej-918	236	47	,	,	PUNCT
alkej-918	236	48	pp	pp	ADJ
alkej-918	236	49	.	.	PUNCT
alkej-918	237	1	233	233	NUM
alkej-918	237	2	-	-	SYM
alkej-918	237	3	240	240	NUM
alkej-918	237	4	,	,	PUNCT
alkej-918	237	5	2022	2022	NUM
alkej-918	237	6	,	,	PUNCT
alkej-918	238	1	https://doi.org/10.18280/ria.360207	https://doi.org/10.18280/ria.360207	NOUN
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alkej-918	238	3	14	14	NUM
alkej-918	238	4	]	]	X
alkej-918	238	5	i.	i.	PROPN
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alkej-918	238	9	m.	m.	PROPN
alkej-918	238	10	i.	i.	PROPN
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alkej-918	238	29	environment	environment	NOUN
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alkej-918	238	31	”	"	PUNCT
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alkej-918	238	33	journal	journal	NOUN
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alkej-918	238	44	,	,	PUNCT
alkej-918	238	45	pp	pp	ADJ
alkej-918	238	46	.	.	PUNCT
alkej-918	239	1	1525	1525	NUM
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alkej-918	239	3	1540	1540	NUM
alkej-918	239	4	,	,	PUNCT
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alkej-918	240	2	15	15	NUM
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alkej-918	240	14	“	"	PUNCT
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alkej-918	240	30	.	.	PROPN
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alkej-918	240	32	,	,	PUNCT
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alkej-918	240	35	7	7	NUM
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alkej-918	240	39	,	,	PUNCT
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alkej-918	240	42	2023	2023	NUM
alkej-918	240	43	,	,	PUNCT
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alkej-918	241	3	]	]	PUNCT
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alkej-918	241	7	,	,	PUNCT
alkej-918	241	8	s.	s.	PROPN
alkej-918	241	9	a.	a.	PROPN
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alkej-918	241	11	and	and	CCONJ
alkej-918	241	12	s.	s.	PROPN
alkej-918	241	13	shirmohammadi	shirmohammadi	PROPN
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alkej-918	241	15	"	"	PUNCT
alkej-918	241	16	machine	machine	NOUN
alkej-918	241	17	learning	learning	NOUN
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alkej-918	241	19	deep	deep	ADJ
alkej-918	241	20	learning	learning	NOUN
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alkej-918	241	26	in	in	ADP
alkej-918	241	27	software	software	NOUN
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alkej-918	241	29	networking	networking	NOUN
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alkej-918	241	34	international	international	ADJ
alkej-918	241	35	symposium	symposium	NOUN
alkej-918	241	36	on	on	ADP
alkej-918	241	37	measurements	measurement	NOUN
alkej-918	241	38	&	&	CCONJ
alkej-918	241	39	networking	network	VERB
alkej-918	241	40	(	(	PUNCT
alkej-918	241	41	m&n	m&n	PROPN
alkej-918	241	42	)	)	PUNCT
alkej-918	241	43	,	,	PUNCT
alkej-918	241	44	pp	pp	PROPN
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alkej-918	242	1	1	1	NUM
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alkej-918	242	3	6	6	NUM
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alkej-918	242	10	,	,	PUNCT
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alkej-918	242	16	.	.	PUNCT
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alkej-918	243	2	17	17	NUM
alkej-918	243	3	]	]	PUNCT
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alkej-918	243	9	.	.	PUNCT
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alkej-918	244	27	vol	vol	NOUN
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alkej-918	244	29	13	13	NUM
alkej-918	244	30	,	,	PUNCT
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alkej-918	244	34	,	,	PUNCT
alkej-918	244	35	pp	pp	ADJ
alkej-918	244	36	.	.	PUNCT
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alkej-918	244	42	,	,	PUNCT
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alkej-918	244	48	.	.	PUNCT
alkej-918	245	1	[	[	X
alkej-918	245	2	18	18	NUM
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alkej-918	245	8	b.	b.	PROPN
alkej-918	245	9	r.	r.	PROPN
alkej-918	245	10	al	al	PROPN
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alkej-918	245	12	kaseem	kaseem	PROPN
alkej-918	245	13	,	,	PUNCT
alkej-918	245	14	and	and	CCONJ
alkej-918	245	15	o.	o.	PROPN
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alkej-918	245	19	“	"	PUNCT
alkej-918	245	20	smart	smart	ADJ
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alkej-918	245	43	,	,	PUNCT
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alkej-918	245	47	,	,	PUNCT
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alkej-918	246	3	]	]	PUNCT
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alkej-918	247	1	1(suppl	1(suppl	NUM
alkej-918	247	2	.	.	PUNCT
alkej-918	247	3	)	)	PUNCT
alkej-918	247	4	,	,	PUNCT
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alkej-918	248	2	.	.	PUNCT
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alkej-918	254	1	[	[	X
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alkej-918	255	1	[	[	X
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alkej-918	257	4	https://github.com/martimy/flowmanager	https://github.com/martimy/flowmanager	X
alkej-918	257	5	(	(	PUNCT
alkej-918	257	6	2025	2025	NUM
alkej-918	257	7	)	)	PUNCT
alkej-918	257	8	93	93	NUM
alkej-918	257	9	-	-	SYM
alkej-918	257	10	105	105	NUM
alkej-918	257	11	،	،	NOUN
alkej-918	257	12	صفحة	صفحة	NOUN
alkej-918	257	13	2العدد	2العدد	NUM
alkej-918	257	14	،	،	NOUN
alkej-918	257	15	21مجلة	21مجلة	NUM
alkej-918	257	16	الخوارزمي	الخوارزمي	PROPN
alkej-918	257	17	الهندسية	الهندسية	PROPN
alkej-918	257	18	المجلد	المجلد	PROPN
alkej-918	257	19	تبارك	تبارك	VERB
alkej-918	257	20	ياسين	ياسين	PROPN
alkej-918	257	21	خضير	خضير	PROPN
alkej-918	257	22	105	105	NUM
alkej-918	257	23			PROPN
alkej-918	257	24	األدوات	األدوات	PROPN
alkej-918	257	25	الحديثة	الحديثة	PROPN
alkej-918	257	26	للشبكات	للشبكات	ADJ
alkej-918	257	27	المعرفة	المعرفة	ADJ
alkej-918	257	28	بالبرمجيات	بالبرمجيات	NOUN
alkej-918	257	29	توليد	توليد	PROPN
alkej-918	257	30	حركة	حركة	PROPN
alkej-918	257	31	المرور	المرور	PROPN
alkej-918	257	32	وجمع	وجمع	PROPN
alkej-918	257	33	البيانات	البيانات	PROPN
alkej-918	258	1	2عمر	2عمر	PROPN
alkej-918	258	2	علي	علي	NOUN
alkej-918	258	3	عذاب	عذاب	PROPN
alkej-918	258	4	*	*	SYM
alkej-918	258	5	1تبارك	1تبارك	NUM
alkej-918	258	6	ياسين	ياسين	PROPN
alkej-918	258	7	خضير	خضير	PROPN
alkej-918	258	8	،	،	PROPN
alkej-918	258	9	بغداد	بغداد	PROPN
alkej-918	258	10	،	،	PROPN
alkej-918	258	11	العراق	العراق	PROPN
alkej-918	258	12	جامعة	جامعة	PROPN
alkej-918	258	13	بغداد	بغداد	PROPN
alkej-918	258	14	،	،	PROPN
alkej-918	258	15	كلية	كلية	PROPN
alkej-918	258	16	الهندسة	الهندسة	PROPN
alkej-918	258	17	الخوارزمي	الخوارزمي	VERB
alkej-918	258	18	،	،	PROPN
alkej-918	258	19	قسم	قسم	PROPN
alkej-918	258	20	هندسة	هندسة	NOUN
alkej-918	258	21	المعلومات	المعلومات	VERB
alkej-918	259	1	واالتصاالت	واالتصاالت	INTJ
alkej-918	259	2	1،2	1،2	NUM
alkej-918	259	3	tabarak.taha1603@kecbu.uobaghdad.edu.iq	tabarak.taha1603@kecbu.uobaghdad.edu.iq	ADJ
alkej-918	259	4	االلكتروني	االلكتروني	PROPN
alkej-918	259	5	:	:	PUNCT
alkej-918	259	6	البريد	البريد	NOUN
alkej-918	259	7	*	*	PUNCT
alkej-918	259	8	المستخلص	المستخلص	PROPN
alkej-918	259	9	قابلية	قابلية	NOUN
alkej-918	259	10	التوسع	التوسع	PROPN
alkej-918	259	11	والمرونة	والمرونة	PROPN
alkej-918	259	12	واألمان	واألمان	PROPN
alkej-918	259	13	.	.	PUNCT
alkej-918	260	1	وتعود	وتعود	PROPN
alkej-918	260	2	هذه	هذه	PROPN
alkej-918	260	3	الميزة	الميزة	PROPN
alkej-918	260	4	إلى	إلى	VERB
alkej-918	260	5	sdnأثبتت	sdnأثبتت	PROPN
alkej-918	260	6	الشبكات	الشبكات	PROPN
alkej-918	260	7	الُمعّرفة	الُمعّرفة	X
alkej-918	260	8	بالبرمجيات	بالبرمجيات	NOUN
alkej-918	260	9	)	)	PUNCT
alkej-918	260	10	(	(	PUNCT
alkej-918	260	11	تفوقها	تفوقها	NOUN
alkej-918	260	12	في	في	ADP
alkej-918	260	13	معالجة	معالجة	NOUN
alkej-918	260	14	مشاكل	مشاكل	PROPN
alkej-918	260	15	الشبكات	الشبكات	PROPN
alkej-918	260	16	التقليدية	التقليدية	PROPN
alkej-918	260	17	،	،	PROPN
alkej-918	260	18	مثل	مثل	PROPN
alkej-918	261	1	م	م	PROPN
alkej-918	261	2	فيها	فيها	PROPN
alkej-918	261	3	وتحسين	وتحسين	PROPN
alkej-918	261	4	فصلها	فصلها	NOUN
alkej-918	261	5	مستوى	مستوى	PROPN
alkej-918	261	6	التحكم	التحكم	PROPN
alkej-918	261	7	عن	عن	PROPN
alkej-918	261	8	مستوى	مستوى	PROPN
alkej-918	261	9	البيانات	البيانات	PROPN
alkej-918	261	10	.	.	PUNCT
alkej-918	262	1	ورغم	ورغم	PROPN
alkej-918	262	2	أن	أن	PRON
alkej-918	262	3	العديد	العديد	ADV
alkej-918	262	4	من	من	PROPN
alkej-918	262	5	الدراسات	الدراسات	NOUN
alkej-918	262	6	ركزت	ركزت	PROPN
alkej-918	262	7	على	على	PROPN
alkej-918	262	8	إدارة	إدارة	NOUN
alkej-918	262	9	الشبكات	الشبكات	PROPN
alkej-918	262	10	الُمعّرفة	الُمعّرفة	PROPN
alkej-918	262	11	بالبرمجيات	بالبرمجيات	NOUN
alkej-918	262	12	ومراقبتها	ومراقبتها	NOUN
alkej-918	262	13	والتحك	والتحك	NOUN
alkej-918	262	14	أن	أن	ADP
alkej-918	262	15	القليل	القليل	NOUN
alkej-918	262	16	منها	منها	NOUN
alkej-918	262	17	ركز	ركز	NOUN
alkej-918	262	18	على	على	NOUN
alkej-918	263	1	عرض	عرض	NOUN
alkej-918	263	2	ما	ما	ADP
alkej-918	263	3	يُستخدم	يُستخدم	INTJ
alkej-918	263	4	لتوليد	لتوليد	VERB
alkej-918	263	5	حركة	حركة	NOUN
alkej-918	263	6	المرور	المرور	PROPN
alkej-918	263	7	وجمع	وجمع	PROPN
alkej-918	263	8	البيانات	البيانات	PROPN
alkej-918	263	9	.	.	PUNCT
alkej-918	264	1	كما	كما	PROPN
alkej-918	264	2	تفتقر	تفتقر	PROPN
alkej-918	264	3	األدبيات	األدبيات	PROPN
alkej-918	264	4	إلى	إلى	NOUN
alkej-918	264	5	مقارنات	مقارنات	PROPN
alkej-918	264	6	بين	بين	PROPN
alkej-918	264	7	األدوات	األدوات	PROPN
alkej-918	264	8	واألساليب	واألساليب	PROPN
alkej-918	264	9	جودة	جودة	PROPN
alkej-918	264	10	الخدمة	الخدمة	PROPN
alkej-918	264	11	،	،	PROPN
alkej-918	264	12	إال	إال	PROPN
alkej-918	264	13	بكات	بكات	NOUN
alkej-918	265	1	الُمعّرفة	الُمعّرفة	PROPN
alkej-918	265	2	ة	ة	DET
alkej-918	265	3	الش	الش	NOUN
alkej-918	265	4	المستخدمة	المستخدمة	VERB
alkej-918	265	5	في	في	PRON
alkej-918	265	6	هذا	هذا	NOUN
alkej-918	265	7	السياق	السياق	PROPN
alkej-918	265	8	.	.	PUNCT
alkej-918	266	1	لذلك	لذلك	PROPN
alkej-918	266	2	،	،	PROPN
alkej-918	266	3	تُقدم	تُقدم	PUNCT
alkej-918	267	1	هذه	هذه	PROPN
alkej-918	267	2	الدراسة	الدراسة	PROPN
alkej-918	267	3	أحدث	أحدث	PROPN
alkej-918	267	4	األدوات	األدوات	PROPN
alkej-918	267	5	المستخدمة	المستخدمة	VERB
alkej-918	267	6	لمحاكاة	لمحاكاة	NOUN
alkej-918	267	7	وتوليد	وتوليد	NOUN
alkej-918	267	8	والحصول	والحصول	VERB
alkej-918	267	9	على	على	NOUN
alkej-918	267	10	إحصاءات	إحصاءات	NOUN
alkej-918	267	11	حركة	حركة	NOUN
alkej-918	267	12	المرور	المرور	PROPN
alkej-918	267	13	من	من	PROPN
alkej-918	267	14	بيئ	بيئ	VERB
alkej-918	267	15	ومن	ومن	PROPN
alkej-918	267	16	ثم	ثم	ADP
alkej-918	267	17	تحديد	تحديد	PROPN
alkej-918	267	18	البيئة	البيئة	PROPN
alkej-918	267	19	بالبرمجيات	بالبرمجيات	PROPN
alkej-918	267	20	.	.	PUNCT
alkej-918	268	1	باإلضافة	باإلضافة	PROPN
alkej-918	268	2	إلى	إلى	PROPN
alkej-918	268	3	ذلك	ذلك	PROPN
alkej-918	268	4	،	،	PROPN
alkej-918	268	5	تُقارن	تُقارن	X
alkej-918	268	6	األساليب	األساليب	PROPN
alkej-918	268	7	المستخدمة	المستخدمة	VERB
alkej-918	268	8	في	في	DET
alkej-918	268	9	جمع	جمع	NOUN
alkej-918	268	10	بيانات	بيانات	NOUN
alkej-918	268	11	الشبكات	الشبكات	PROPN
alkej-918	268	12	الُمعّرفة	الُمعّرفة	X
alkej-918	268	13	بالبرمجيات	بالبرمجيات	NOUN
alkej-918	268	14	الستكشاف	الستكشاف	PROPN
alkej-918	268	15	إمكانيات	إمكانيات	PROPN
alkej-918	268	16	كل	كل	PROPN
alkej-918	268	17	منها	منها	NOUN
alkej-918	268	18	،	،	NOUN
alkej-918	268	19	.	.	PUNCT
alkej-918	269	1	تم	تم	NOUN
alkej-918	269	2	openflowمع	openflowمع	NOUN
alkej-918	269	3	طوبولوجيا	طوبولوجيا	PROPN
alkej-918	269	4	الشجرة	الشجرة	PROPN
alkej-918	269	5	ومفاتيح	ومفاتيح	PROPN
alkej-918	269	6	mininetالمناسبة	mininetالمناسبة	NOUN
alkej-918	269	7	لكل	لكل	NOUN
alkej-918	269	8	طريقة	طريقة	NOUN
alkej-918	269	9	.	.	PUNCT
alkej-918	270	1	تمت	تمت	PROPN
alkej-918	270	2	محاكاة	محاكاة	PROPN
alkej-918	270	3	منصة	منصة	PROPN
alkej-918	270	4	اختبار	اختبار	NOUN
alkej-918	270	5	الشبكات	الشبكات	ADJ
alkej-918	270	6	الُمعّرفة	الُمعّرفة	NOUN
alkej-918	270	7	بالبرمجيات	بالبرمجيات	NOUN
alkej-918	270	8	باستخدام	باستخدام	NOUN
alkej-918	270	9	برنامج	برنامج	PROPN
alkej-918	270	10	إلنشاء	إلنشاء	PROPN
alkej-918	270	11	مجموعات	مجموعات	VERB
alkej-918	270	12	بيانات	بيانات	NOUN
alkej-918	271	1	الشبكة	الشبكة	NOUN
alkej-918	271	2	من	من	PRON
alkej-918	271	3	أجهزة	أجهزة	NOUN
alkej-918	271	4	pythonونصوص	pythonونصوص	NOUN
alkej-918	271	5	pingو	pingو	NOUN
alkej-918	271	6	iperf3للتحكم	iperf3للتحكم	VERB
alkej-918	271	7	في	في	ADP
alkej-918	271	8	إعادة	إعادة	PROPN
alkej-918	271	9	التوجيه	التوجيه	PROPN
alkej-918	271	10	.	.	PUNCT
alkej-918	272	1	تُستخدم	تُستخدم	PROPN
alkej-918	272	2	األدوات	األدوات	PROPN
alkej-918	272	3	الشهيرة	الشهيرة	PROPN
alkej-918	272	4	ryuتوصيل	ryuتوصيل	VERB
alkej-918	272	5	وحدة	وحدة	PROPN
alkej-918	272	6	تحكم	تحكم	PROPN
alkej-918	272	7	وعة	وعة	PROPN
alkej-918	272	8	البيانات	البيانات	PROPN
alkej-918	272	9	وجمعها	وجمعها	PROPN
alkej-918	272	10	.	.	PUNCT
alkej-918	273	1	تُظهر	تُظهر	PUNCT
alkej-918	274	1	النتائج	النتائج	PROPN
alkej-918	274	2	نجاًحا	نجاًحا	PROPN
alkej-918	274	3	في	في	ADP
alkej-918	274	4	توليد	توليد	PROPN
alkej-918	274	5	أنواع	أنواع	PROPN
alkej-918	274	6	لمراقبة	لمراقبة	PROPN
alkej-918	274	7	مجم	مجم	PROPN
alkej-918	274	8	ovs	ovs	NOUN
alkej-918	274	9	-	-	PUNCT
alkej-918	274	10	ofctlوأمر	ofctlوأمر	NOUN
alkej-918	274	11	ryuوتطبيق	ryuوتطبيق	PROPN
alkej-918	274	12	wiresharkُمحددة	wiresharkُمحددة	NOUN
alkej-918	274	13	في	في	INTJ
alkej-918	275	1	الشبكة	الشبكة	NOUN
alkej-918	275	2	.	.	PUNCT
alkej-918	276	1	يُستخدم	يُستخدم	PROPN
alkej-918	276	2	برنامج	برنامج	NOUN
alkej-918	276	3	األداة	األداة	PROPN
alkej-918	276	4	األمثل	األمثل	PROPN
alkej-918	276	5	لتوليد	لتوليد	PROPN
alkej-918	276	6	البيانات	البيانات	PROPN
alkej-918	276	7	للتحكم	للتحكم	VERB
alkej-918	276	8	في	في	ADP
alkej-918	276	9	iperf3متعددة	iperf3متعددة	NOUN
alkej-918	276	10	من	من	PRON
alkej-918	276	11	مقاييس	مقاييس	PROPN
alkej-918	276	12	الشبكة	الشبكة	PROPN
alkej-918	276	13	الستخدامها	الستخدامها	PROPN
alkej-918	276	14	مستقبًًل	مستقبًًل	NOUN
alkej-918	276	15	في	في	ADP
alkej-918	276	16	تدريب	تدريب	PROPN
alkej-918	276	17	خوارزميات	خوارزميات	PROPN
alkej-918	276	18	التعلم	التعلم	PROPN
alkej-918	276	19	اآللي	اآللي	NOUN
alkej-918	276	20	أو	أو	ADP
alkej-918	276	21	التعلم	التعلم	PROPN
alkej-918	276	22	العميق	العميق	PROPN
alkej-918	276	23	.	.	PUNCT
alkej-918	277	1	لذلك	لذلك	PROPN
alkej-918	277	2	،	،	PROPN
alkej-918	277	3	يُعدّ	يُعدّ	PROPN
alkej-918	277	4	أداة	أداة	PROPN
alkej-918	277	5	المراقبة	المراقبة	PROPN
alkej-918	277	6	األنسب	األنسب	PROPN
alkej-918	277	7	للحصول	للحصول	PROPN
alkej-918	277	8	على	على	PROPN
alkej-918	277	9	جميع	جميع	VERB
alkej-918	277	10	ryuمفيدًا	ryuمفيدًا	NOUN
alkej-918	277	11	لتوليد	لتوليد	NOUN
alkej-918	278	1	البيانات	البيانات	PROPN
alkej-918	278	2	للكشف	للكشف	PROPN
alkej-918	278	3	عن	عن	PROPN
alkej-918	278	4	هجمات	هجمات	VERB
alkej-918	278	5	رفض	رفض	ADJ
alkej-918	278	6	الخدمة	الخدمة	PROPN
alkej-918	278	7	الموزعة	الموزعة	PROPN
alkej-918	278	8	.	.	PUNCT
alkej-918	279	1	تُعد	تُعد	PROPN
alkej-918	279	2	تطبيقات	تطبيقات	PROPN
alkej-918	279	3	pingاالزدحام	pingاالزدحام	PROPN
alkej-918	279	4	،	،	PROPN
alkej-918	279	5	بينما	بينما	PROPN
alkej-918	279	6	يُعدّ	يُعدّ	PROPN
alkej-918	279	7	الباحثين	الباحثين	PROPN
alkej-918	279	8	توليد	توليد	PROPN
alkej-918	279	9	تفاصيل	تفاصيل	PROPN
alkej-918	279	10	الشبكة	الشبكة	PROPN
alkej-918	279	11	،	،	PROPN
alkej-918	279	12	مثل	مثل	PROPN
alkej-918	279	13	طوبولوجيا	طوبولوجيا	PROPN
alkej-918	279	14	وخصائص	وخصائص	PROPN
alkej-918	279	15	وإحصائيات	وإحصائيات	PROPN
alkej-918	279	16	المكونات	المكونات	PROPN
alkej-918	279	17	.	.	PUNCT
alkej-918	280	1	كما	كما	PROPN
alkej-918	280	2	تم	تم	PUNCT
alkej-918	280	3	استكشاف	استكشاف	PROPN
alkej-918	281	1	العديد	العديد	ADV
alkej-918	281	2	من	من	INTJ
alkej-918	282	1	العقبات	العقبات	PROPN
alkej-918	282	2	واألخطاء	واألخطاء	VERB
alkej-918	283	1	وسردها	وسردها	INTJ
alkej-918	283	2	لتجنّبها	لتجنّبها	PUNCT
alkej-918	283	3	عند	عند	PROPN
alkej-918	283	4	محاولة	محاولة	ADJ
alkej-918	283	5	بيانات	بيانات	PROPN
alkej-918	283	6	في	في	ADP
alkej-918	283	7	جهودهم	جهودهم	NOUN
alkej-918	283	8	العلمية	العلمية	PROPN
alkej-918	283	9	القادمة	القادمة	PROPN
alkej-918	283	10	.	.	PUNCT
alkej-918	284	1	مثل	مثل	PROPN
alkej-918	284	2	هذه	هذه	PROPN
alkej-918	284	3	المجموعات	المجموعات	NOUN
alkej-918	284	4	من	من	X
alkej-918	284	5	ال	ال	ADV