id	sid	tid	token	lemma	pos
ijassa-761	1	1	microsoft	microsoft	PROPN
ijassa-761	1	2	word	word	NOUN
ijassa-761	1	3	761	761	NUM
ijassa-761	1	4	enhancing	enhance	VERB
ijassa-761	1	5	hadoop	hadoop	NOUN
ijassa-761	1	6	performance	performance	NOUN
ijassa-761	1	7	in	in	ADP
ijassa-761	1	8	homogenous	homogenous	ADJ
ijassa-761	1	9	and	and	CCONJ
ijassa-761	1	10	heterogeneous	heterogeneous	ADJ
ijassa-761	1	11	big	big	ADJ
ijassa-761	1	12	data	datum	NOUN
ijassa-761	1	13	environment	environment	NOUN
ijassa-761	1	14	adv	adv	PROPN
ijassa-761	1	15	syst	syst	PROPN
ijassa-761	1	16	sci	sci	PROPN
ijassa-761	1	17	appl2020	appl2020	PROPN
ijassa-761	1	18	;	;	PUNCT
ijassa-761	1	19	01	01	NUM
ijassa-761	1	20	;	;	PUNCT
ijassa-761	1	21	13	13	NUM
ijassa-761	1	22	-	-	SYM
ijassa-761	1	23	26	26	NUM
ijassa-761	1	24	published	publish	VERB
ijassa-761	1	25	online	online	ADV
ijassa-761	1	26	at	at	ADP
ijassa-761	1	27	http://ijassa.ipu.ru/index.php/ijassa/article/view/761	http://ijassa.ipu.ru/index.php/ijassa/article/view/761	NOUN
ijassa-761	1	28	enhancing	enhance	VERB
ijassa-761	1	29	hadoop	hadoop	NOUN
ijassa-761	1	30	performance	performance	NOUN
ijassa-761	1	31	in	in	ADP
ijassa-761	1	32	homogenous	homogenous	ADJ
ijassa-761	1	33	and	and	CCONJ
ijassa-761	1	34	heterogeneous	heterogeneous	ADJ
ijassa-761	1	35	big	big	ADJ
ijassa-761	1	36	data	datum	NOUN
ijassa-761	1	37	environments	environment	NOUN
ijassa-761	1	38	by	by	ADP
ijassa-761	1	39	dynamic	dynamic	ADJ
ijassa-761	1	40	slot	slot	NOUN
ijassa-761	1	41	configuration	configuration	NOUN
ijassa-761	1	42	ekhlas	ekhla	NOUN
ijassa-761	1	43	k.	k.	PROPN
ijassa-761	1	44	hamza	hamza	PROPN
ijassa-761	1	45	1	1	NUM
ijassa-761	1	46	)	)	PUNCT
ijassa-761	1	47	control	control	NOUN
ijassa-761	1	48	and	and	CCONJ
ijassa-761	1	49	systems	systems	PROPN
ijassa-761	1	50	engineering	engineering	PROPN
ijassa-761	1	51	department	department	PROPN
ijassa-761	1	52	,	,	PUNCT
ijassa-761	1	53	university	university	NOUN
ijassa-761	1	54	of	of	ADP
ijassa-761	1	55	technology	technology	NOUN
ijassa-761	1	56	,	,	PUNCT
ijassa-761	1	57	iraq	iraq	PROPN
ijassa-761	1	58	e	e	NOUN
ijassa-761	1	59	-	-	NOUN
ijassa-761	1	60	mail	mail	NOUN
ijassa-761	1	61	:	:	PUNCT
ijassa-761	1	62	100374@uotechnology.edu.iq	100374@uotechnology.edu.iq	NUM
ijassa-761	1	63	,	,	PUNCT
ijassa-761	1	64	drekhlaskadhum@gmail.com	drekhlaskadhum@gmail.com	X
ijassa-761	1	65	,	,	PUNCT
ijassa-761	1	66	abstract	abstract	ADJ
ijassa-761	1	67	:	:	PUNCT
ijassa-761	1	68	hadoop	hadoop	NOUN
ijassa-761	1	69	is	be	AUX
ijassa-761	1	70	one	one	NUM
ijassa-761	1	71	of	of	ADP
ijassa-761	1	72	the	the	DET
ijassa-761	1	73	most	most	ADV
ijassa-761	1	74	famous	famous	ADJ
ijassa-761	1	75	platform	platform	NOUN
ijassa-761	1	76	solutions	solution	NOUN
ijassa-761	1	77	for	for	ADP
ijassa-761	1	78	processing	process	VERB
ijassa-761	1	79	large	large	ADJ
ijassa-761	1	80	volume	volume	NOUN
ijassa-761	1	81	and	and	CCONJ
ijassa-761	1	82	scale	scale	NOUN
ijassa-761	1	83	of	of	ADP
ijassa-761	1	84	data	datum	NOUN
ijassa-761	1	85	in	in	ADP
ijassa-761	1	86	parallel	parallel	ADJ
ijassa-761	1	87	processing	processing	NOUN
ijassa-761	1	88	in	in	ADP
ijassa-761	1	89	cloud	cloud	NOUN
ijassa-761	1	90	computing	computing	NOUN
ijassa-761	1	91	.	.	PUNCT
ijassa-761	2	1	a	a	DET
ijassa-761	2	2	hadoop	hadoop	NOUN
ijassa-761	2	3	system	system	NOUN
ijassa-761	2	4	can	can	AUX
ijassa-761	2	5	be	be	AUX
ijassa-761	2	6	characterized	characterize	VERB
ijassa-761	2	7	based	base	VERB
ijassa-761	2	8	on	on	ADP
ijassa-761	2	9	three	three	NUM
ijassa-761	2	10	main	main	ADJ
ijassa-761	2	11	factors	factor	NOUN
ijassa-761	2	12	:	:	PUNCT
ijassa-761	2	13	cluster	cluster	NOUN
ijassa-761	2	14	,	,	PUNCT
ijassa-761	2	15	workload	workload	NOUN
ijassa-761	2	16	and	and	CCONJ
ijassa-761	2	17	user	user	NOUN
ijassa-761	2	18	.	.	PUNCT
ijassa-761	3	1	each	each	PRON
ijassa-761	3	2	of	of	ADP
ijassa-761	3	3	these	these	DET
ijassa-761	3	4	factors	factor	NOUN
ijassa-761	3	5	can	can	AUX
ijassa-761	3	6	be	be	AUX
ijassa-761	3	7	described	describe	VERB
ijassa-761	3	8	as	as	ADP
ijassa-761	3	9	either	either	CCONJ
ijassa-761	3	10	heterogeneous	heterogeneous	ADJ
ijassa-761	3	11	or	or	CCONJ
ijassa-761	3	12	homogenous	homogenous	ADJ
ijassa-761	3	13	,	,	PUNCT
ijassa-761	3	14	which	which	PRON
ijassa-761	3	15	reflects	reflect	VERB
ijassa-761	3	16	the	the	DET
ijassa-761	3	17	heterogeneity	heterogeneity	NOUN
ijassa-761	3	18	degree	degree	NOUN
ijassa-761	3	19	of	of	ADP
ijassa-761	3	20	the	the	DET
ijassa-761	3	21	hadoop	hadoop	NOUN
ijassa-761	3	22	systemthe	systemthe	DET
ijassa-761	3	23	objective	objective	NOUN
ijassa-761	3	24	of	of	ADP
ijassa-761	3	25	this	this	DET
ijassa-761	3	26	proposed	propose	VERB
ijassa-761	3	27	research	research	NOUN
ijassa-761	3	28	work	work	NOUN
ijassa-761	3	29	is	be	AUX
ijassa-761	3	30	to	to	PART
ijassa-761	3	31	investigate	investigate	VERB
ijassa-761	3	32	the	the	DET
ijassa-761	3	33	degree	degree	NOUN
ijassa-761	3	34	of	of	ADP
ijassa-761	3	35	influence	influence	NOUN
ijassa-761	3	36	of	of	ADP
ijassa-761	3	37	heterogeneity	heterogeneity	NOUN
ijassa-761	3	38	for	for	ADP
ijassa-761	3	39	each	each	PRON
ijassa-761	3	40	of	of	ADP
ijassa-761	3	41	these	these	DET
ijassa-761	3	42	factors	factor	NOUN
ijassa-761	3	43	on	on	ADP
ijassa-761	3	44	the	the	DET
ijassa-761	3	45	performance	performance	NOUN
ijassa-761	3	46	of	of	ADP
ijassa-761	3	47	hadoop	hadoop	NOUN
ijassa-761	3	48	based	base	VERB
ijassa-761	3	49	on	on	ADP
ijassa-761	3	50	different	different	ADJ
ijassa-761	3	51	schedulers	scheduler	NOUN
ijassa-761	3	52	.	.	PUNCT
ijassa-761	4	1	three	three	NUM
ijassa-761	4	2	schedulers	scheduler	NOUN
ijassa-761	4	3	are	be	AUX
ijassa-761	4	4	considered	consider	VERB
ijassa-761	4	5	with	with	ADP
ijassa-761	4	6	different	different	ADJ
ijassa-761	4	7	levels	level	NOUN
ijassa-761	4	8	of	of	ADP
ijassa-761	4	9	hadoop	hadoop	NOUN
ijassa-761	4	10	heterogeneity	heterogeneity	NOUN
ijassa-761	4	11	and	and	CCONJ
ijassa-761	4	12	are	be	AUX
ijassa-761	4	13	tested	test	VERB
ijassa-761	4	14	and	and	CCONJ
ijassa-761	4	15	analyzed	analyze	VERB
ijassa-761	4	16	:	:	PUNCT
ijassa-761	4	17	the	the	DET
ijassa-761	4	18	first	first	ADJ
ijassa-761	4	19	algorithm	algorithm	NOUN
ijassa-761	4	20	considered	consider	VERB
ijassa-761	4	21	is	be	AUX
ijassa-761	4	22	the	the	DET
ijassa-761	4	23	fifo	fifo	ADJ
ijassa-761	4	24	(	(	PUNCT
ijassa-761	4	25	first	first	ADV
ijassa-761	4	26	in	in	ADP
ijassa-761	4	27	first	first	ADV
ijassa-761	4	28	out	out	ADV
ijassa-761	4	29	)	)	PUNCT
ijassa-761	4	30	,	,	PUNCT
ijassa-761	4	31	the	the	DET
ijassa-761	4	32	second	second	NOUN
ijassa-761	4	33	is	be	AUX
ijassa-761	4	34	the	the	DET
ijassa-761	4	35	fair	fair	ADJ
ijassa-761	4	36	sharing	sharing	NOUN
ijassa-761	4	37	,	,	PUNCT
ijassa-761	4	38	and	and	CCONJ
ijassa-761	4	39	the	the	DET
ijassa-761	4	40	final	final	ADJ
ijassa-761	4	41	is	be	AUX
ijassa-761	4	42	the	the	DET
ijassa-761	4	43	coshh	coshh	PROPN
ijassa-761	4	44	(	(	PUNCT
ijassa-761	4	45	classification	classification	NOUN
ijassa-761	4	46	and	and	CCONJ
ijassa-761	4	47	optimization	optimization	NOUN
ijassa-761	4	48	based	base	VERB
ijassa-761	4	49	scheduler	scheduler	NOUN
ijassa-761	4	50	for	for	ADP
ijassa-761	4	51	heterogeneous	heterogeneous	ADJ
ijassa-761	4	52	hadoop	hadoop	NOUN
ijassa-761	4	53	)	)	PUNCT
ijassa-761	4	54	.	.	PUNCT
ijassa-761	5	1	performance	performance	NOUN
ijassa-761	5	2	issues	issue	NOUN
ijassa-761	5	3	are	be	AUX
ijassa-761	5	4	related	relate	VERB
ijassa-761	5	5	to	to	ADP
ijassa-761	5	6	hadoop	hadoop	NOUN
ijassa-761	5	7	schedulers	scheduler	NOUN
ijassa-761	5	8	and	and	CCONJ
ijassa-761	5	9	comparative	comparative	ADJ
ijassa-761	5	10	performance	performance	NOUN
ijassa-761	5	11	analysis	analysis	NOUN
ijassa-761	5	12	between	between	ADP
ijassa-761	5	13	different	different	ADJ
ijassa-761	5	14	cases	case	NOUN
ijassa-761	5	15	of	of	ADP
ijassa-761	5	16	jobs	job	NOUN
ijassa-761	5	17	submission	submission	NOUN
ijassa-761	5	18	.	.	PUNCT
ijassa-761	6	1	these	these	DET
ijassa-761	6	2	jobs	job	NOUN
ijassa-761	6	3	are	be	AUX
ijassa-761	6	4	processed	process	VERB
ijassa-761	6	5	in	in	ADP
ijassa-761	6	6	different	different	ADJ
ijassa-761	6	7	homogenous	homogenous	ADJ
ijassa-761	6	8	or	or	CCONJ
ijassa-761	6	9	heterogeneous	heterogeneous	ADJ
ijassa-761	6	10	data	datum	NOUN
ijassa-761	6	11	environments	environment	NOUN
ijassa-761	6	12	and	and	CCONJ
ijassa-761	6	13	under	under	ADP
ijassa-761	6	14	fixed	fix	VERB
ijassa-761	6	15	or	or	CCONJ
ijassa-761	6	16	reconfigurable	reconfigurable	ADJ
ijassa-761	6	17	slot	slot	NOUN
ijassa-761	6	18	between	between	ADP
ijassa-761	6	19	map	map	NOUN
ijassa-761	6	20	and	and	CCONJ
ijassa-761	6	21	reduce	reduce	VERB
ijassa-761	6	22	tasks	task	NOUN
ijassa-761	6	23	for	for	ADP
ijassa-761	6	24	hadoop	hadoop	NOUN
ijassa-761	6	25	mapreduce	mapreduce	PROPN
ijassa-761	6	26	java	java	PROPN
ijassa-761	6	27	programming	programming	PROPN
ijassa-761	6	28	clustering	clustering	NOUN
ijassa-761	6	29	model	model	NOUN
ijassa-761	6	30	.	.	PUNCT
ijassa-761	7	1	the	the	DET
ijassa-761	7	2	results	result	NOUN
ijassa-761	7	3	showed	show	VERB
ijassa-761	7	4	that	that	SCONJ
ijassa-761	7	5	when	when	SCONJ
ijassa-761	7	6	assigning	assign	VERB
ijassa-761	7	7	tunable	tunable	ADJ
ijassa-761	7	8	knob	knob	NOUN
ijassa-761	7	9	between	between	ADP
ijassa-761	7	10	map	map	NOUN
ijassa-761	7	11	and	and	CCONJ
ijassa-761	7	12	reduce	reduce	VERB
ijassa-761	7	13	tasks	task	NOUN
ijassa-761	7	14	under	under	ADP
ijassa-761	7	15	certain	certain	ADJ
ijassa-761	7	16	schedulers	scheduler	NOUN
ijassa-761	7	17	like	like	ADP
ijassa-761	7	18	fifo	fifo	ADJ
ijassa-761	7	19	algorithm	algorithm	NOUN
ijassa-761	7	20	,	,	PUNCT
ijassa-761	7	21	the	the	DET
ijassa-761	7	22	performance	performance	NOUN
ijassa-761	7	23	enhanced	enhance	VERB
ijassa-761	7	24	significantly	significantly	ADV
ijassa-761	7	25	especially	especially	ADV
ijassa-761	7	26	in	in	ADP
ijassa-761	7	27	cases	case	NOUN
ijassa-761	7	28	of	of	ADP
ijassa-761	7	29	heterogeneity	heterogeneity	NOUN
ijassa-761	7	30	environment	environment	NOUN
ijassa-761	7	31	where	where	SCONJ
ijassa-761	7	32	the	the	DET
ijassa-761	7	33	workload	workload	NOUN
ijassa-761	7	34	decreased	decrease	VERB
ijassa-761	7	35	significantly	significantly	ADV
ijassa-761	7	36	and	and	CCONJ
ijassa-761	7	37	the	the	DET
ijassa-761	7	38	utilization	utilization	NOUN
ijassa-761	7	39	of	of	ADP
ijassa-761	7	40	computational	computational	ADJ
ijassa-761	7	41	resources	resource	NOUN
ijassa-761	7	42	increase	increase	NOUN
ijassa-761	7	43	was	be	AUX
ijassa-761	7	44	obvious	obvious	ADJ
ijassa-761	7	45	.	.	PUNCT
ijassa-761	8	1	keywords	keyword	NOUN
ijassa-761	8	2	:	:	PUNCT
ijassa-761	8	3	hadoop	hadoop	NOUN
ijassa-761	8	4	,	,	PUNCT
ijassa-761	8	5	mapreduce	mapreduce	PROPN
ijassa-761	8	6	,	,	PUNCT
ijassa-761	8	7	big	big	ADJ
ijassa-761	8	8	data	datum	NOUN
ijassa-761	8	9	,	,	PUNCT
ijassa-761	8	10	slot	slot	NOUN
ijassa-761	8	11	configuration	configuration	NOUN
ijassa-761	8	12	,	,	PUNCT
ijassa-761	8	13	scheduling	scheduling	NOUN
ijassa-761	8	14	algorithms	algorithm	NOUN
ijassa-761	8	15	,	,	PUNCT
ijassa-761	8	16	makespan	makespan	ADV
ijassa-761	8	17	,	,	PUNCT
ijassa-761	8	18	resources	resource	VERB
ijassa-761	8	19	utilization	utilization	NOUN
ijassa-761	8	20	.	.	PUNCT
ijassa-761	9	1	1	1	X
ijassa-761	9	2	.	.	X
ijassa-761	9	3	introduction	introduction	NOUN
ijassa-761	9	4	recently	recently	ADV
ijassa-761	9	5	,	,	PUNCT
ijassa-761	9	6	big	big	ADJ
ijassa-761	9	7	and	and	CCONJ
ijassa-761	9	8	parallel	parallel	ADJ
ijassa-761	9	9	data	data	NOUN
ijassa-761	9	10	processing	processing	NOUN
ijassa-761	9	11	has	have	AUX
ijassa-761	9	12	become	become	VERB
ijassa-761	9	13	a	a	DET
ijassa-761	9	14	main	main	ADJ
ijassa-761	9	15	concern	concern	NOUN
ijassa-761	9	16	for	for	ADP
ijassa-761	9	17	modern	modern	ADJ
ijassa-761	9	18	analysis	analysis	NOUN
ijassa-761	9	19	and	and	CCONJ
ijassa-761	9	20	knowledge	knowledge	NOUN
ijassa-761	9	21	extraction	extraction	NOUN
ijassa-761	9	22	for	for	ADP
ijassa-761	9	23	feasible	feasible	ADJ
ijassa-761	9	24	prediction	prediction	NOUN
ijassa-761	9	25	and	and	CCONJ
ijassa-761	9	26	decision	decision	NOUN
ijassa-761	9	27	making	making	NOUN
ijassa-761	9	28	in	in	ADP
ijassa-761	9	29	many	many	ADJ
ijassa-761	9	30	fields	field	NOUN
ijassa-761	9	31	of	of	ADP
ijassa-761	9	32	businesses	business	NOUN
ijassa-761	9	33	.	.	PUNCT
ijassa-761	10	1	data	datum	NOUN
ijassa-761	10	2	has	have	AUX
ijassa-761	10	3	recently	recently	ADV
ijassa-761	10	4	become	become	VERB
ijassa-761	10	5	more	more	ADV
ijassa-761	10	6	complicated	complicated	ADJ
ijassa-761	10	7	when	when	SCONJ
ijassa-761	10	8	generated	generate	VERB
ijassa-761	10	9	in	in	ADP
ijassa-761	10	10	huge	huge	ADJ
ijassa-761	10	11	volumes	volume	NOUN
ijassa-761	10	12	and	and	CCONJ
ijassa-761	10	13	in	in	ADP
ijassa-761	10	14	many	many	ADJ
ijassa-761	10	15	cases	case	NOUN
ijassa-761	10	16	mixed	mix	VERB
ijassa-761	10	17	between	between	ADP
ijassa-761	10	18	structure	structure	NOUN
ijassa-761	10	19	and	and	CCONJ
ijassa-761	10	20	unstructured	unstructured	ADJ
ijassa-761	10	21	data	datum	NOUN
ijassa-761	10	22	.	.	PUNCT
ijassa-761	11	1	thus	thus	ADV
ijassa-761	11	2	,	,	PUNCT
ijassa-761	11	3	analyzing	analyze	VERB
ijassa-761	11	4	it	it	PRON
ijassa-761	11	5	exposes	expose	VERB
ijassa-761	11	6	many	many	ADJ
ijassa-761	11	7	challenges	challenge	NOUN
ijassa-761	11	8	.	.	PUNCT
ijassa-761	12	1	moreover	moreover	ADV
ijassa-761	12	2	,	,	PUNCT
ijassa-761	12	3	modern	modern	ADJ
ijassa-761	12	4	data	datum	NOUN
ijassa-761	12	5	is	be	AUX
ijassa-761	12	6	acquired	acquire	VERB
ijassa-761	12	7	from	from	ADP
ijassa-761	12	8	different	different	ADJ
ijassa-761	12	9	server	server	NOUN
ijassa-761	12	10	sources	source	NOUN
ijassa-761	12	11	and	and	CCONJ
ijassa-761	12	12	from	from	ADP
ijassa-761	12	13	different	different	ADJ
ijassa-761	12	14	users	user	NOUN
ijassa-761	12	15	in	in	ADP
ijassa-761	12	16	real	real	ADJ
ijassa-761	12	17	-	-	PUNCT
ijassa-761	12	18	time	time	NOUN
ijassa-761	12	19	,	,	PUNCT
ijassa-761	12	20	which	which	PRON
ijassa-761	12	21	add	add	VERB
ijassa-761	12	22	more	more	ADJ
ijassa-761	12	23	complexity	complexity	NOUN
ijassa-761	12	24	to	to	ADP
ijassa-761	12	25	the	the	DET
ijassa-761	12	26	analysis	analysis	NOUN
ijassa-761	12	27	processes	process	NOUN
ijassa-761	12	28	[	[	X
ijassa-761	12	29	1],[2	1],[2	NOUN
ijassa-761	12	30	]	]	PUNCT
ijassa-761	12	31	.	.	PUNCT
ijassa-761	13	1	analyzing	analyze	VERB
ijassa-761	13	2	these	these	DET
ijassa-761	13	3	big	big	ADJ
ijassa-761	13	4	complicated	complicated	ADJ
ijassa-761	13	5	and	and	CCONJ
ijassa-761	13	6	parallel	parallel	ADJ
ijassa-761	13	7	data	datum	NOUN
ijassa-761	13	8	is	be	AUX
ijassa-761	13	9	always	always	ADV
ijassa-761	13	10	beneficial	beneficial	ADJ
ijassa-761	13	11	in	in	ADP
ijassa-761	13	12	terms	term	NOUN
ijassa-761	13	13	of	of	ADP
ijassa-761	13	14	mining	mining	NOUN
ijassa-761	13	15	and	and	CCONJ
ijassa-761	13	16	extraction	extraction	NOUN
ijassa-761	13	17	of	of	ADP
ijassa-761	13	18	useful	useful	ADJ
ijassa-761	13	19	information	information	NOUN
ijassa-761	13	20	and	and	CCONJ
ijassa-761	13	21	for	for	ADP
ijassa-761	13	22	knowledge	knowledge	NOUN
ijassa-761	13	23	discovery	discovery	NOUN
ijassa-761	13	24	purposes	purpose	NOUN
ijassa-761	13	25	[	[	X
ijassa-761	13	26	3	3	NUM
ijassa-761	13	27	]	]	PUNCT
ijassa-761	13	28	.	.	PUNCT
ijassa-761	14	1	recently	recently	ADV
ijassa-761	14	2	,	,	PUNCT
ijassa-761	14	3	hadoop	hadoop	NOUN
ijassa-761	14	4	has	have	AUX
ijassa-761	14	5	been	be	AUX
ijassa-761	14	6	considered	consider	VERB
ijassa-761	14	7	as	as	ADP
ijassa-761	14	8	the	the	DET
ijassa-761	14	9	most	most	ADV
ijassa-761	14	10	promising	promising	ADJ
ijassa-761	14	11	open	open	ADJ
ijassa-761	14	12	source	source	NOUN
ijassa-761	14	13	platform	platform	NOUN
ijassa-761	14	14	for	for	ADP
ijassa-761	14	15	the	the	DET
ijassa-761	14	16	big	big	ADJ
ijassa-761	14	17	and	and	CCONJ
ijassa-761	14	18	parallel	parallel	ADJ
ijassa-761	14	19	data	datum	NOUN
ijassa-761	14	20	processing	processing	NOUN
ijassa-761	14	21	in	in	ADP
ijassa-761	14	22	real	real	ADJ
ijassa-761	14	23	-	-	PUNCT
ijassa-761	14	24	time	time	NOUN
ijassa-761	14	25	[	[	X
ijassa-761	14	26	4	4	NUM
ijassa-761	14	27	]	]	PUNCT
ijassa-761	14	28	.	.	PUNCT
ijassa-761	15	1	understanding	understand	VERB
ijassa-761	15	2	the	the	DET
ijassa-761	15	3	hadoop	hadoop	NOUN
ijassa-761	15	4	architecture	architecture	NOUN
ijassa-761	15	5	and	and	CCONJ
ijassa-761	15	6	how	how	SCONJ
ijassa-761	15	7	it	it	PRON
ijassa-761	15	8	works	work	VERB
ijassa-761	15	9	is	be	AUX
ijassa-761	15	10	a	a	DET
ijassa-761	15	11	challenge	challenge	NOUN
ijassa-761	15	12	by	by	ADP
ijassa-761	15	13	itself	itself	PRON
ijassa-761	15	14	.	.	PUNCT
ijassa-761	16	1	the	the	DET
ijassa-761	16	2	target	target	NOUN
ijassa-761	16	3	of	of	ADP
ijassa-761	16	4	utilizing	utilize	VERB
ijassa-761	16	5	hadoop	hadoop	NOUN
ijassa-761	16	6	is	be	AUX
ijassa-761	16	7	always	always	ADV
ijassa-761	16	8	to	to	PART
ijassa-761	16	9	process	process	VERB
ijassa-761	16	10	the	the	DET
ijassa-761	16	11	big	big	ADJ
ijassa-761	16	12	and	and	CCONJ
ijassa-761	16	13	parallel	parallel	ADJ
ijassa-761	16	14	data	datum	NOUN
ijassa-761	16	15	thereby	thereby	ADV
ijassa-761	16	16	reducing	reduce	VERB
ijassa-761	16	17	the	the	DET
ijassa-761	16	18	computational	computational	ADJ
ijassa-761	16	19	costs	cost	NOUN
ijassa-761	16	20	of	of	ADP
ijassa-761	16	21	the	the	DET
ijassa-761	16	22	usage	usage	NOUN
ijassa-761	16	23	of	of	ADP
ijassa-761	16	24	the	the	DET
ijassa-761	16	25	processors	processor	NOUN
ijassa-761	16	26	and	and	CCONJ
ijassa-761	16	27	memory	memory	NOUN
ijassa-761	16	28	resources	resource	NOUN
ijassa-761	16	29	[	[	X
ijassa-761	16	30	5	5	NUM
ijassa-761	16	31	]	]	PUNCT
ijassa-761	16	32	as	as	ADV
ijassa-761	16	33	well	well	ADV
ijassa-761	16	34	as	as	ADP
ijassa-761	16	35	clustering	cluster	VERB
ijassa-761	16	36	efficiently	efficiently	ADV
ijassa-761	16	37	the	the	DET
ijassa-761	16	38	data	datum	NOUN
ijassa-761	16	39	in	in	ADP
ijassa-761	16	40	homogeneity	homogeneity	NOUN
ijassa-761	16	41	and	and	CCONJ
ijassa-761	16	42	heterogeneity	heterogeneity	NOUN
ijassa-761	16	43	classifications	classification	NOUN
ijassa-761	16	44	.	.	PUNCT
ijassa-761	17	1	the	the	DET
ijassa-761	17	2	accuracy	accuracy	NOUN
ijassa-761	17	3	of	of	ADP
ijassa-761	17	4	the	the	DET
ijassa-761	17	5	data	data	NOUN
ijassa-761	17	6	classification	classification	NOUN
ijassa-761	17	7	is	be	AUX
ijassa-761	17	8	aimed	aim	VERB
ijassa-761	17	9	at	at	ADP
ijassa-761	17	10	researching	research	VERB
ijassa-761	17	11	14	14	NUM
ijassa-761	17	12	ekhlas	ekhla	NOUN
ijassa-761	17	13	k.	k.	PROPN
ijassa-761	17	14	hamza	hamza	PROPN
ijassa-761	18	1	copyright	copyright	PROPN
ijassa-761	18	2	©	©	PROPN
ijassa-761	18	3	2020	2020	NUM
ijassa-761	18	4	assa	assa	PROPN
ijassa-761	18	5	adv	adv	PROPN
ijassa-761	18	6	.	.	PUNCT
ijassa-761	19	1	in	in	ADP
ijassa-761	19	2	systems	system	NOUN
ijassa-761	19	3	science	science	NOUN
ijassa-761	19	4	and	and	CCONJ
ijassa-761	19	5	appl	appl	NOUN
ijassa-761	19	6	.	.	PUNCT
ijassa-761	20	1	(	(	PUNCT
ijassa-761	20	2	2020	2020	NUM
ijassa-761	20	3	)	)	PUNCT
ijassa-761	20	4	this	this	DET
ijassa-761	20	5	topic	topic	NOUN
ijassa-761	20	6	,	,	PUNCT
ijassa-761	20	7	as	as	ADV
ijassa-761	20	8	well	well	ADV
ijassa-761	20	9	as	as	ADP
ijassa-761	20	10	reducing	reduce	VERB
ijassa-761	20	11	the	the	DET
ijassa-761	20	12	latency	latency	NOUN
ijassa-761	20	13	time	time	NOUN
ijassa-761	20	14	when	when	SCONJ
ijassa-761	20	15	answering	answer	VERB
ijassa-761	20	16	the	the	DET
ijassa-761	20	17	end	end	NOUN
ijassa-761	20	18	users	user	NOUN
ijassa-761	20	19	’	’	PART
ijassa-761	20	20	enquiries	enquiry	NOUN
ijassa-761	20	21	for	for	ADP
ijassa-761	20	22	the	the	DET
ijassa-761	20	23	purposes	purpose	NOUN
ijassa-761	20	24	of	of	ADP
ijassa-761	20	25	data	data	NOUN
ijassa-761	20	26	mining	mining	NOUN
ijassa-761	20	27	or	or	CCONJ
ijassa-761	20	28	discovery	discovery	NOUN
ijassa-761	20	29	of	of	ADP
ijassa-761	20	30	certain	certain	ADJ
ijassa-761	20	31	knowledge	knowledge	NOUN
ijassa-761	21	1	[	[	X
ijassa-761	21	2	6	6	NUM
ijassa-761	21	3	]	]	PUNCT
ijassa-761	21	4	.	.	PUNCT
ijassa-761	22	1	from	from	ADP
ijassa-761	22	2	the	the	DET
ijassa-761	22	3	beginning	beginning	NOUN
ijassa-761	22	4	,	,	PUNCT
ijassa-761	22	5	this	this	DET
ijassa-761	22	6	research	research	NOUN
ijassa-761	22	7	has	have	AUX
ijassa-761	22	8	been	be	AUX
ijassa-761	22	9	motivated	motivate	VERB
ijassa-761	22	10	from	from	ADP
ijassa-761	22	11	certain	certain	ADJ
ijassa-761	22	12	challenging	challenging	ADJ
ijassa-761	22	13	factors	factor	NOUN
ijassa-761	22	14	,	,	PUNCT
ijassa-761	22	15	which	which	PRON
ijassa-761	22	16	are	be	AUX
ijassa-761	22	17	as	as	SCONJ
ijassa-761	22	18	follows	follow	VERB
ijassa-761	22	19	:	:	PUNCT
ijassa-761	22	20	firstly	firstly	ADV
ijassa-761	22	21	,	,	PUNCT
ijassa-761	22	22	simulating	simulate	VERB
ijassa-761	22	23	the	the	DET
ijassa-761	22	24	real	real	ADJ
ijassa-761	22	25	-	-	PUNCT
ijassa-761	22	26	time	time	NOUN
ijassa-761	22	27	hadoop	hadoop	NOUN
ijassa-761	22	28	homogenous	homogenous	ADJ
ijassa-761	22	29	and	and	CCONJ
ijassa-761	22	30	heterogeneous	heterogeneous	ADJ
ijassa-761	22	31	environments	environment	NOUN
ijassa-761	22	32	in	in	ADP
ijassa-761	22	33	one	one	NUM
ijassa-761	22	34	desktop	desktop	NOUN
ijassa-761	22	35	.	.	PUNCT
ijassa-761	23	1	secondly	secondly	ADV
ijassa-761	23	2	,	,	PUNCT
ijassa-761	23	3	to	to	PART
ijassa-761	23	4	simulate	simulate	VERB
ijassa-761	23	5	different	different	ADJ
ijassa-761	23	6	users	user	NOUN
ijassa-761	23	7	’	’	PART
ijassa-761	23	8	enquiries	enquiry	NOUN
ijassa-761	23	9	and	and	CCONJ
ijassa-761	23	10	even	even	ADV
ijassa-761	23	11	if	if	SCONJ
ijassa-761	23	12	they	they	PRON
ijassa-761	23	13	are	be	AUX
ijassa-761	23	14	heterogeneous	heterogeneous	ADJ
ijassa-761	23	15	users	user	NOUN
ijassa-761	23	16	it	it	PRON
ijassa-761	23	17	may	may	AUX
ijassa-761	23	18	mean	mean	VERB
ijassa-761	23	19	loading	load	VERB
ijassa-761	23	20	the	the	DET
ijassa-761	23	21	data	datum	NOUN
ijassa-761	23	22	to	to	PART
ijassa-761	23	23	hadoop	hadoop	VERB
ijassa-761	23	24	from	from	ADP
ijassa-761	23	25	different	different	ADJ
ijassa-761	23	26	distributed	distribute	VERB
ijassa-761	23	27	file	file	NOUN
ijassa-761	23	28	systems	system	NOUN
ijassa-761	23	29	and	and	CCONJ
ijassa-761	23	30	servers	server	NOUN
ijassa-761	23	31	.	.	PUNCT
ijassa-761	24	1	besides	besides	SCONJ
ijassa-761	24	2	that	that	PRON
ijassa-761	24	3	,	,	PUNCT
ijassa-761	24	4	the	the	DET
ijassa-761	24	5	makespan	makespan	NOUN
ijassa-761	24	6	or	or	CCONJ
ijassa-761	24	7	alternatively	alternatively	ADV
ijassa-761	24	8	the	the	DET
ijassa-761	24	9	workload	workload	NOUN
ijassa-761	24	10	should	should	AUX
ijassa-761	24	11	be	be	AUX
ijassa-761	24	12	determined	determine	VERB
ijassa-761	24	13	especially	especially	ADV
ijassa-761	24	14	for	for	ADP
ijassa-761	24	15	job	job	NOUN
ijassa-761	24	16	enquiries	enquiry	NOUN
ijassa-761	24	17	submitted	submit	VERB
ijassa-761	24	18	to	to	PART
ijassa-761	24	19	hadoop	hadoop	VERB
ijassa-761	24	20	from	from	ADP
ijassa-761	24	21	different	different	ADJ
ijassa-761	24	22	distributed	distribute	VERB
ijassa-761	24	23	file	file	NOUN
ijassa-761	24	24	systems	system	NOUN
ijassa-761	24	25	and	and	CCONJ
ijassa-761	24	26	the	the	DET
ijassa-761	24	27	data	datum	NOUN
ijassa-761	24	28	obtained	obtain	VERB
ijassa-761	24	29	from	from	ADP
ijassa-761	24	30	different	different	ADJ
ijassa-761	24	31	heterogeneous	heterogeneous	ADJ
ijassa-761	24	32	clusters	cluster	NOUN
ijassa-761	24	33	[	[	X
ijassa-761	24	34	7	7	NUM
ijassa-761	24	35	]	]	PUNCT
ijassa-761	24	36	.	.	PUNCT
ijassa-761	25	1	the	the	DET
ijassa-761	25	2	focus	focus	NOUN
ijassa-761	25	3	here	here	ADV
ijassa-761	25	4	is	be	AUX
ijassa-761	25	5	to	to	PART
ijassa-761	25	6	analyze	analyze	VERB
ijassa-761	25	7	the	the	DET
ijassa-761	25	8	volume	volume	NOUN
ijassa-761	25	9	of	of	ADP
ijassa-761	25	10	workload	workload	NOUN
ijassa-761	25	11	assigned	assign	VERB
ijassa-761	25	12	to	to	ADP
ijassa-761	25	13	each	each	DET
ijassa-761	25	14	job	job	NOUN
ijassa-761	25	15	,	,	PUNCT
ijassa-761	25	16	which	which	PRON
ijassa-761	25	17	is	be	AUX
ijassa-761	25	18	assigned	assign	VERB
ijassa-761	25	19	to	to	ADP
ijassa-761	25	20	the	the	DET
ijassa-761	25	21	hadoop	hadoop	NOUN
ijassa-761	25	22	system	system	NOUN
ijassa-761	25	23	by	by	ADP
ijassa-761	25	24	determining	determine	VERB
ijassa-761	25	25	the	the	DET
ijassa-761	25	26	consumption	consumption	NOUN
ijassa-761	25	27	of	of	ADP
ijassa-761	25	28	the	the	DET
ijassa-761	25	29	processors	processor	NOUN
ijassa-761	25	30	and	and	CCONJ
ijassa-761	25	31	memory	memory	NOUN
ijassa-761	25	32	sources	source	NOUN
ijassa-761	25	33	as	as	ADV
ijassa-761	25	34	well	well	ADV
ijassa-761	25	35	as	as	ADP
ijassa-761	25	36	the	the	DET
ijassa-761	25	37	time	time	NOUN
ijassa-761	25	38	taken	take	VERB
ijassa-761	25	39	for	for	ADP
ijassa-761	25	40	completing	complete	VERB
ijassa-761	25	41	the	the	DET
ijassa-761	25	42	job	job	NOUN
ijassa-761	25	43	.	.	PUNCT
ijassa-761	26	1	most	most	ADV
ijassa-761	26	2	important	important	ADJ
ijassa-761	26	3	of	of	ADP
ijassa-761	26	4	all	all	PRON
ijassa-761	26	5	is	be	AUX
ijassa-761	26	6	how	how	SCONJ
ijassa-761	26	7	to	to	PART
ijassa-761	26	8	reduce	reduce	VERB
ijassa-761	26	9	the	the	DET
ijassa-761	26	10	makespan	makespan	NOUN
ijassa-761	26	11	or	or	CCONJ
ijassa-761	26	12	the	the	DET
ijassa-761	26	13	workload	workload	NOUN
ijassa-761	26	14	in	in	ADP
ijassa-761	26	15	hadoop	hadoop	NOUN
ijassa-761	26	16	mapreduce	mapreduce	NOUN
ijassa-761	26	17	architecture	architecture	NOUN
ijassa-761	26	18	,	,	PUNCT
ijassa-761	26	19	especially	especially	ADV
ijassa-761	26	20	for	for	ADP
ijassa-761	26	21	obtaining	obtain	VERB
ijassa-761	26	22	data	datum	NOUN
ijassa-761	26	23	from	from	ADP
ijassa-761	26	24	heterogeneous	heterogeneous	ADJ
ijassa-761	26	25	clusters	cluster	NOUN
ijassa-761	26	26	loaded	load	VERB
ijassa-761	26	27	from	from	ADP
ijassa-761	26	28	different	different	ADJ
ijassa-761	26	29	distributed	distribute	VERB
ijassa-761	26	30	file	file	NOUN
ijassa-761	26	31	systems	system	NOUN
ijassa-761	26	32	(	(	PUNCT
ijassa-761	26	33	servers	server	NOUN
ijassa-761	26	34	)	)	PUNCT
ijassa-761	26	35	.	.	PUNCT
ijassa-761	27	1	mainly	mainly	ADV
ijassa-761	27	2	fixing	fix	VERB
ijassa-761	27	3	the	the	DET
ijassa-761	27	4	number	number	NOUN
ijassa-761	27	5	and	and	CCONJ
ijassa-761	27	6	the	the	DET
ijassa-761	27	7	ratio	ratio	NOUN
ijassa-761	27	8	between	between	ADP
ijassa-761	27	9	map	map	NOUN
ijassa-761	27	10	and	and	CCONJ
ijassa-761	27	11	reduce	reduce	VERB
ijassa-761	27	12	processes	process	NOUN
ijassa-761	27	13	by	by	ADP
ijassa-761	27	14	using	use	VERB
ijassa-761	27	15	traditional	traditional	ADJ
ijassa-761	27	16	scheduling	scheduling	NOUN
ijassa-761	27	17	algorithms	algorithm	NOUN
ijassa-761	27	18	such	such	ADJ
ijassa-761	27	19	as	as	ADP
ijassa-761	27	20	fifo	fifo	ADJ
ijassa-761	27	21	and	and	CCONJ
ijassa-761	27	22	fair	fair	ADJ
ijassa-761	27	23	sharing	sharing	NOUN
ijassa-761	27	24	algorithms	algorithm	NOUN
ijassa-761	27	25	seems	seem	VERB
ijassa-761	27	26	to	to	PART
ijassa-761	27	27	have	have	VERB
ijassa-761	27	28	some	some	DET
ijassa-761	27	29	difficulties	difficulty	NOUN
ijassa-761	27	30	as	as	SCONJ
ijassa-761	27	31	some	some	DET
ijassa-761	27	32	jobs	job	NOUN
ijassa-761	27	33	maybe	maybe	ADV
ijassa-761	27	34	stuck	stick	VERB
ijassa-761	27	35	sometimes	sometimes	ADV
ijassa-761	27	36	,	,	PUNCT
ijassa-761	27	37	especially	especially	ADV
ijassa-761	27	38	in	in	ADP
ijassa-761	27	39	case	case	NOUN
ijassa-761	27	40	of	of	ADP
ijassa-761	27	41	fifo	fifo	ADJ
ijassa-761	27	42	scheduling	scheduling	NOUN
ijassa-761	27	43	[	[	X
ijassa-761	27	44	8	8	NUM
ijassa-761	27	45	]	]	PUNCT
ijassa-761	27	46	.	.	PUNCT
ijassa-761	28	1	further	far	ADV
ijassa-761	28	2	,	,	PUNCT
ijassa-761	28	3	the	the	DET
ijassa-761	28	4	job	job	NOUN
ijassa-761	28	5	convergence	convergence	NOUN
ijassa-761	28	6	is	be	AUX
ijassa-761	28	7	not	not	PART
ijassa-761	28	8	optimized	optimize	VERB
ijassa-761	28	9	especially	especially	ADV
ijassa-761	28	10	in	in	ADP
ijassa-761	28	11	the	the	DET
ijassa-761	28	12	case	case	NOUN
ijassa-761	28	13	of	of	ADP
ijassa-761	28	14	dealing	deal	VERB
ijassa-761	28	15	with	with	ADP
ijassa-761	28	16	intensive	intensive	ADJ
ijassa-761	28	17	heterogeneous	heterogeneous	ADJ
ijassa-761	28	18	data	datum	NOUN
ijassa-761	28	19	environments	environment	NOUN
ijassa-761	28	20	.	.	PUNCT
ijassa-761	29	1	this	this	PRON
ijassa-761	29	2	will	will	AUX
ijassa-761	29	3	lead	lead	VERB
ijassa-761	29	4	to	to	ADP
ijassa-761	29	5	increased	increase	VERB
ijassa-761	29	6	workload	workload	NOUN
ijassa-761	29	7	(	(	PUNCT
ijassa-761	29	8	make	make	VERB
ijassa-761	29	9	span	span	NOUN
ijassa-761	29	10	)	)	PUNCT
ijassa-761	29	11	,	,	PUNCT
ijassa-761	29	12	which	which	PRON
ijassa-761	29	13	consumes	consume	VERB
ijassa-761	29	14	more	more	ADJ
ijassa-761	29	15	computational	computational	ADJ
ijassa-761	29	16	resources	resource	NOUN
ijassa-761	29	17	and	and	CCONJ
ijassa-761	29	18	resulting	result	VERB
ijassa-761	29	19	in	in	ADP
ijassa-761	29	20	more	more	ADJ
ijassa-761	29	21	time	time	NOUN
ijassa-761	29	22	processing	processing	NOUN
ijassa-761	29	23	.	.	PUNCT
ijassa-761	30	1	the	the	DET
ijassa-761	30	2	proposed	propose	VERB
ijassa-761	30	3	system	system	NOUN
ijassa-761	30	4	implements	implement	VERB
ijassa-761	30	5	a	a	DET
ijassa-761	30	6	mechanism	mechanism	NOUN
ijassa-761	30	7	to	to	PART
ijassa-761	30	8	dynamically	dynamically	VERB
ijassa-761	30	9	allocate	allocate	VERB
ijassa-761	30	10	slots	slot	NOUN
ijassa-761	30	11	for	for	ADP
ijassa-761	30	12	map	map	NOUN
ijassa-761	30	13	and	and	CCONJ
ijassa-761	30	14	reduce	reduce	VERB
ijassa-761	30	15	tasks	task	NOUN
ijassa-761	30	16	or	or	CCONJ
ijassa-761	30	17	alternatively	alternatively	ADV
ijassa-761	30	18	it	it	PRON
ijassa-761	30	19	means	mean	VERB
ijassa-761	30	20	optimally	optimally	ADV
ijassa-761	30	21	adjusting	adjust	VERB
ijassa-761	30	22	the	the	DET
ijassa-761	30	23	ratio	ratio	NOUN
ijassa-761	30	24	between	between	ADP
ijassa-761	30	25	map	map	NOUN
ijassa-761	30	26	and	and	CCONJ
ijassa-761	30	27	reduce	reduce	VERB
ijassa-761	30	28	processes	process	NOUN
ijassa-761	30	29	by	by	ADP
ijassa-761	30	30	using	use	VERB
ijassa-761	30	31	more	more	ADV
ijassa-761	30	32	efficient	efficient	ADJ
ijassa-761	30	33	scheduling	scheduling	NOUN
ijassa-761	30	34	algorithms	algorithm	NOUN
ijassa-761	30	35	for	for	ADP
ijassa-761	30	36	optimized	optimize	VERB
ijassa-761	30	37	classification	classification	NOUN
ijassa-761	30	38	in	in	ADP
ijassa-761	30	39	a	a	DET
ijassa-761	30	40	heterogeneous	heterogeneous	ADJ
ijassa-761	30	41	data	data	NOUN
ijassa-761	30	42	environment	environment	NOUN
ijassa-761	30	43	.	.	PUNCT
ijassa-761	31	1	this	this	PRON
ijassa-761	31	2	,	,	PUNCT
ijassa-761	31	3	as	as	SCONJ
ijassa-761	31	4	the	the	DET
ijassa-761	31	5	results	result	NOUN
ijassa-761	31	6	show	show	VERB
ijassa-761	31	7	,	,	PUNCT
ijassa-761	31	8	will	will	AUX
ijassa-761	31	9	decrease	decrease	VERB
ijassa-761	31	10	the	the	DET
ijassa-761	31	11	make	make	NOUN
ijassa-761	31	12	span	span	NOUN
ijassa-761	31	13	and	and	CCONJ
ijassa-761	31	14	more	more	ADV
ijassa-761	31	15	efficiently	efficiently	ADV
ijassa-761	31	16	utilize	utilize	VERB
ijassa-761	31	17	the	the	DET
ijassa-761	31	18	processors	processor	NOUN
ijassa-761	31	19	and	and	CCONJ
ijassa-761	31	20	memory	memory	NOUN
ijassa-761	31	21	resources	resource	NOUN
ijassa-761	31	22	.	.	PUNCT
ijassa-761	32	1	2	2	X
ijassa-761	32	2	.	.	X
ijassa-761	32	3	research	research	NOUN
ijassa-761	32	4	background	background	NOUN
ijassa-761	32	5	and	and	CCONJ
ijassa-761	32	6	literature	literature	NOUN
ijassa-761	32	7	review	review	NOUN
ijassa-761	32	8	in	in	ADP
ijassa-761	32	9	this	this	DET
ijassa-761	32	10	section	section	NOUN
ijassa-761	32	11	,	,	PUNCT
ijassa-761	32	12	the	the	DET
ijassa-761	32	13	main	main	ADJ
ijassa-761	32	14	concepts	concept	NOUN
ijassa-761	32	15	of	of	ADP
ijassa-761	32	16	this	this	DET
ijassa-761	32	17	research	research	NOUN
ijassa-761	32	18	field	field	NOUN
ijassa-761	32	19	are	be	AUX
ijassa-761	32	20	defined	define	VERB
ijassa-761	32	21	and	and	CCONJ
ijassa-761	32	22	explained	explain	VERB
ijassa-761	32	23	to	to	PART
ijassa-761	32	24	understand	understand	VERB
ijassa-761	32	25	the	the	DET
ijassa-761	32	26	system	system	NOUN
ijassa-761	32	27	architecture	architecture	NOUN
ijassa-761	32	28	of	of	ADP
ijassa-761	32	29	the	the	DET
ijassa-761	32	30	proposal	proposal	NOUN
ijassa-761	32	31	and	and	CCONJ
ijassa-761	32	32	how	how	SCONJ
ijassa-761	32	33	it	it	PRON
ijassa-761	32	34	works	work	VERB
ijassa-761	32	35	in	in	ADP
ijassa-761	32	36	processing	processing	NOUN
ijassa-761	32	37	and	and	CCONJ
ijassa-761	32	38	analyzing	analyze	VERB
ijassa-761	32	39	big	big	ADJ
ijassa-761	32	40	and	and	CCONJ
ijassa-761	32	41	medical	medical	ADJ
ijassa-761	32	42	data	datum	NOUN
ijassa-761	32	43	in	in	ADP
ijassa-761	32	44	real	real	ADJ
ijassa-761	32	45	time	time	NOUN
ijassa-761	32	46	.	.	PUNCT
ijassa-761	33	1	at	at	ADP
ijassa-761	33	2	this	this	DET
ijassa-761	33	3	point	point	NOUN
ijassa-761	33	4	it	it	PRON
ijassa-761	33	5	is	be	AUX
ijassa-761	33	6	important	important	ADJ
ijassa-761	33	7	to	to	PART
ijassa-761	33	8	understand	understand	VERB
ijassa-761	33	9	from	from	ADP
ijassa-761	33	10	the	the	DET
ijassa-761	33	11	beginning	beginning	NOUN
ijassa-761	33	12	the	the	DET
ijassa-761	33	13	characteristics	characteristic	NOUN
ijassa-761	33	14	and	and	CCONJ
ijassa-761	33	15	definition	definition	NOUN
ijassa-761	33	16	of	of	ADP
ijassa-761	33	17	the	the	DET
ijassa-761	33	18	modern	modern	ADJ
ijassa-761	33	19	big	big	ADJ
ijassa-761	33	20	data	datum	NOUN
ijassa-761	33	21	.	.	PUNCT
ijassa-761	34	1	big	big	ADJ
ijassa-761	34	2	data	datum	NOUN
ijassa-761	34	3	can	can	AUX
ijassa-761	34	4	be	be	AUX
ijassa-761	34	5	identified	identify	VERB
ijassa-761	34	6	mainly	mainly	ADV
ijassa-761	34	7	in	in	ADP
ijassa-761	34	8	three	three	NUM
ijassa-761	34	9	parameters	parameter	NOUN
ijassa-761	34	10	,	,	PUNCT
ijassa-761	34	11	which	which	PRON
ijassa-761	34	12	are	be	AUX
ijassa-761	34	13	complexity	complexity	NOUN
ijassa-761	34	14	,	,	PUNCT
ijassa-761	34	15	volume	volume	NOUN
ijassa-761	34	16	and	and	CCONJ
ijassa-761	34	17	dynamicity	dynamicity	NOUN
ijassa-761	34	18	.	.	PUNCT
ijassa-761	35	1	as	as	SCONJ
ijassa-761	35	2	regards	regard	VERB
ijassa-761	35	3	the	the	DET
ijassa-761	35	4	complexity	complexity	NOUN
ijassa-761	35	5	parameter	parameter	NOUN
ijassa-761	35	6	,	,	PUNCT
ijassa-761	35	7	this	this	PRON
ijassa-761	35	8	will	will	AUX
ijassa-761	35	9	make	make	VERB
ijassa-761	35	10	sense	sense	NOUN
ijassa-761	35	11	when	when	SCONJ
ijassa-761	35	12	it	it	PRON
ijassa-761	35	13	is	be	AUX
ijassa-761	35	14	understood	understand	VERB
ijassa-761	35	15	that	that	SCONJ
ijassa-761	35	16	the	the	DET
ijassa-761	35	17	generated	generate	VERB
ijassa-761	35	18	data	datum	NOUN
ijassa-761	35	19	in	in	ADP
ijassa-761	35	20	recent	recent	ADJ
ijassa-761	35	21	modern	modern	ADJ
ijassa-761	35	22	scenarios	scenario	NOUN
ijassa-761	35	23	are	be	AUX
ijassa-761	35	24	coming	come	VERB
ijassa-761	35	25	from	from	ADP
ijassa-761	35	26	different	different	ADJ
ijassa-761	35	27	sources	source	NOUN
ijassa-761	35	28	and	and	CCONJ
ijassa-761	35	29	formats	format	NOUN
ijassa-761	35	30	.	.	PUNCT
ijassa-761	36	1	this	this	PRON
ijassa-761	36	2	can	can	AUX
ijassa-761	36	3	be	be	AUX
ijassa-761	36	4	text	text	NOUN
ijassa-761	36	5	,	,	PUNCT
ijassa-761	36	6	audio	audio	NOUN
ijassa-761	36	7	,	,	PUNCT
ijassa-761	36	8	videos	video	NOUN
ijassa-761	36	9	,	,	PUNCT
ijassa-761	36	10	symbols	symbol	NOUN
ijassa-761	36	11	or	or	CCONJ
ijassa-761	36	12	numbers	number	NOUN
ijassa-761	36	13	,	,	PUNCT
ijassa-761	36	14	which	which	PRON
ijassa-761	36	15	are	be	AUX
ijassa-761	36	16	different	different	ADJ
ijassa-761	36	17	extensions	extension	NOUN
ijassa-761	36	18	and	and	CCONJ
ijassa-761	36	19	formats	format	NOUN
ijassa-761	36	20	.	.	PUNCT
ijassa-761	37	1	it	it	PRON
ijassa-761	37	2	is	be	AUX
ijassa-761	37	3	clear	clear	ADJ
ijassa-761	37	4	that	that	SCONJ
ijassa-761	37	5	dealing	deal	VERB
ijassa-761	37	6	with	with	ADP
ijassa-761	37	7	such	such	ADJ
ijassa-761	37	8	unstructured	unstructured	ADJ
ijassa-761	37	9	data	datum	NOUN
ijassa-761	37	10	will	will	AUX
ijassa-761	37	11	impose	impose	VERB
ijassa-761	37	12	enormous	enormous	ADJ
ijassa-761	37	13	complexity	complexity	NOUN
ijassa-761	37	14	for	for	ADP
ijassa-761	37	15	purpose	purpose	NOUN
ijassa-761	37	16	of	of	ADP
ijassa-761	37	17	analysis	analysis	NOUN
ijassa-761	37	18	and	and	CCONJ
ijassa-761	37	19	data	datum	NOUN
ijassa-761	37	20	mining	mining	NOUN
ijassa-761	37	21	.	.	PUNCT
ijassa-761	38	1	there	there	PRON
ijassa-761	38	2	should	should	AUX
ijassa-761	38	3	be	be	AUX
ijassa-761	38	4	efforts	effort	NOUN
ijassa-761	38	5	during	during	ADP
ijassa-761	38	6	pre	pre	ADJ
ijassa-761	38	7	-	-	ADJ
ijassa-761	38	8	processing	processing	NOUN
ijassa-761	38	9	to	to	PART
ijassa-761	38	10	make	make	VERB
ijassa-761	38	11	such	such	ADJ
ijassa-761	38	12	data	datum	NOUN
ijassa-761	38	13	more	more	ADV
ijassa-761	38	14	uniformed	uniformed	ADJ
ijassa-761	38	15	in	in	ADP
ijassa-761	38	16	order	order	NOUN
ijassa-761	38	17	to	to	PART
ijassa-761	38	18	make	make	VERB
ijassa-761	38	19	pattern	pattern	NOUN
ijassa-761	38	20	recognition	recognition	NOUN
ijassa-761	38	21	feasible	feasible	ADJ
ijassa-761	38	22	.	.	PUNCT
ijassa-761	39	1	with	with	ADP
ijassa-761	39	2	reference	reference	NOUN
ijassa-761	39	3	to	to	ADP
ijassa-761	39	4	the	the	DET
ijassa-761	39	5	volume	volume	NOUN
ijassa-761	39	6	parameter	parameter	NOUN
ijassa-761	39	7	,	,	PUNCT
ijassa-761	39	8	the	the	DET
ijassa-761	39	9	volume	volume	NOUN
ijassa-761	39	10	and	and	CCONJ
ijassa-761	39	11	the	the	DET
ijassa-761	39	12	size	size	NOUN
ijassa-761	39	13	of	of	ADP
ijassa-761	39	14	the	the	DET
ijassa-761	39	15	data	datum	NOUN
ijassa-761	39	16	are	be	AUX
ijassa-761	39	17	increased	increase	VERB
ijassa-761	39	18	rapidly	rapidly	ADV
ijassa-761	39	19	,	,	PUNCT
ijassa-761	39	20	dynamically	dynamically	ADV
ijassa-761	39	21	and	and	CCONJ
ijassa-761	39	22	spontaneously	spontaneously	ADV
ijassa-761	39	23	in	in	ADP
ijassa-761	39	24	real	real	ADJ
ijassa-761	39	25	-	-	PUNCT
ijassa-761	39	26	time	time	NOUN
ijassa-761	39	27	.	.	PUNCT
ijassa-761	40	1	this	this	PRON
ijassa-761	40	2	can	can	AUX
ijassa-761	40	3	become	become	VERB
ijassa-761	40	4	clear	clear	ADJ
ijassa-761	40	5	if	if	SCONJ
ijassa-761	40	6	we	we	PRON
ijassa-761	40	7	imagine	imagine	VERB
ijassa-761	40	8	that	that	SCONJ
ijassa-761	40	9	in	in	ADP
ijassa-761	40	10	modern	modern	ADJ
ijassa-761	40	11	scenarios	scenario	NOUN
ijassa-761	40	12	of	of	ADP
ijassa-761	40	13	medical	medical	ADJ
ijassa-761	40	14	data	datum	NOUN
ijassa-761	40	15	collection	collection	NOUN
ijassa-761	40	16	to	to	PART
ijassa-761	40	17	support	support	VERB
ijassa-761	40	18	personal	personal	ADJ
ijassa-761	40	19	health	health	NOUN
ijassa-761	40	20	records	record	NOUN
ijassa-761	40	21	and	and	CCONJ
ijassa-761	40	22	monitoring	monitor	VERB
ijassa-761	40	23	health	health	NOUN
ijassa-761	40	24	status	status	NOUN
ijassa-761	40	25	remotely	remotely	ADV
ijassa-761	40	26	,	,	PUNCT
ijassa-761	40	27	the	the	DET
ijassa-761	40	28	data	datum	NOUN
ijassa-761	40	29	are	be	AUX
ijassa-761	40	30	collected	collect	VERB
ijassa-761	40	31	by	by	ADP
ijassa-761	40	32	different	different	ADJ
ijassa-761	40	33	sensors	sensor	NOUN
ijassa-761	40	34	for	for	ADP
ijassa-761	40	35	different	different	ADJ
ijassa-761	40	36	health	health	NOUN
ijassa-761	40	37	parameters	parameter	NOUN
ijassa-761	40	38	such	such	ADJ
ijassa-761	40	39	as	as	ADP
ijassa-761	40	40	heart	heart	NOUN
ijassa-761	40	41	rate	rate	NOUN
ijassa-761	40	42	,	,	PUNCT
ijassa-761	40	43	blood	blood	NOUN
ijassa-761	40	44	pressure	pressure	NOUN
ijassa-761	40	45	,	,	PUNCT
ijassa-761	40	46	body	body	NOUN
ijassa-761	40	47	temperature	temperature	NOUN
ijassa-761	40	48	and	and	CCONJ
ijassa-761	40	49	glucose	glucose	NOUN
ijassa-761	40	50	levels	level	NOUN
ijassa-761	40	51	.	.	PUNCT
ijassa-761	41	1	all	all	DET
ijassa-761	41	2	these	these	DET
ijassa-761	41	3	data	datum	NOUN
ijassa-761	41	4	are	be	AUX
ijassa-761	41	5	collected	collect	VERB
ijassa-761	41	6	simultaneously	simultaneously	ADV
ijassa-761	41	7	and	and	CCONJ
ijassa-761	41	8	in	in	ADP
ijassa-761	41	9	parallel	parallel	NOUN
ijassa-761	41	10	in	in	ADP
ijassa-761	41	11	one	one	NUM
ijassa-761	41	12	database	database	NOUN
ijassa-761	41	13	center	center	NOUN
ijassa-761	41	14	for	for	ADP
ijassa-761	41	15	further	further	ADJ
ijassa-761	41	16	analysis	analysis	NOUN
ijassa-761	41	17	so	so	SCONJ
ijassa-761	41	18	as	as	SCONJ
ijassa-761	41	19	to	to	PART
ijassa-761	41	20	send	send	VERB
ijassa-761	41	21	certain	certain	ADJ
ijassa-761	41	22	pattern	pattern	NOUN
ijassa-761	41	23	recognition	recognition	NOUN
ijassa-761	41	24	or	or	CCONJ
ijassa-761	41	25	trend	trend	NOUN
ijassa-761	41	26	analysis	analysis	NOUN
ijassa-761	41	27	as	as	ADP
ijassa-761	41	28	results	result	NOUN
ijassa-761	41	29	for	for	ADP
ijassa-761	41	30	end	end	NOUN
ijassa-761	41	31	users	user	NOUN
ijassa-761	41	32	to	to	PART
ijassa-761	41	33	allow	allow	VERB
ijassa-761	41	34	them	they	PRON
ijassa-761	41	35	to	to	PART
ijassa-761	41	36	monitor	monitor	VERB
ijassa-761	41	37	their	their	PRON
ijassa-761	41	38	health	health	NOUN
ijassa-761	41	39	conditions	condition	NOUN
ijassa-761	41	40	.	.	PUNCT
ijassa-761	42	1	in	in	ADP
ijassa-761	42	2	this	this	DET
ijassa-761	42	3	case	case	NOUN
ijassa-761	42	4	the	the	DET
ijassa-761	42	5	data	data	NOUN
ijassa-761	42	6	is	be	AUX
ijassa-761	42	7	growing	grow	VERB
ijassa-761	42	8	exponentially	exponentially	ADV
ijassa-761	42	9	in	in	ADP
ijassa-761	42	10	size	size	NOUN
ijassa-761	42	11	,	,	PUNCT
ijassa-761	42	12	volume	volume	NOUN
ijassa-761	42	13	and	and	CCONJ
ijassa-761	42	14	dynamically	dynamically	ADV
ijassa-761	42	15	in	in	ADP
ijassa-761	42	16	real	real	ADJ
ijassa-761	42	17	-	-	PUNCT
ijassa-761	42	18	time	time	NOUN
ijassa-761	42	19	with	with	ADP
ijassa-761	42	20	different	different	ADJ
ijassa-761	42	21	formats	format	NOUN
ijassa-761	42	22	and	and	CCONJ
ijassa-761	42	23	structures	structure	NOUN
ijassa-761	42	24	.	.	PUNCT
ijassa-761	43	1	in	in	ADP
ijassa-761	43	2	the	the	DET
ijassa-761	43	3	centralized	centralized	ADJ
ijassa-761	43	4	management	management	NOUN
ijassa-761	43	5	efforts	effort	NOUN
ijassa-761	43	6	of	of	ADP
ijassa-761	43	7	the	the	DET
ijassa-761	43	8	big	big	ADJ
ijassa-761	43	9	data	datum	NOUN
ijassa-761	43	10	analysis	analysis	NOUN
ijassa-761	43	11	,	,	PUNCT
ijassa-761	43	12	another	another	DET
ijassa-761	43	13	added	add	VERB
ijassa-761	43	14	complexity	complexity	NOUN
ijassa-761	43	15	factor	factor	NOUN
ijassa-761	43	16	is	be	AUX
ijassa-761	43	17	represented	represent	VERB
ijassa-761	43	18	as	as	SCONJ
ijassa-761	43	19	the	the	DET
ijassa-761	43	20	data	datum	NOUN
ijassa-761	43	21	come	come	VERB
ijassa-761	43	22	from	from	ADP
ijassa-761	43	23	different	different	ADJ
ijassa-761	43	24	distributed	distribute	VERB
ijassa-761	43	25	sources	source	NOUN
ijassa-761	43	26	and	and	CCONJ
ijassa-761	43	27	in	in	ADP
ijassa-761	43	28	many	many	ADJ
ijassa-761	43	29	cases	case	NOUN
ijassa-761	43	30	enhancing	enhance	VERB
ijassa-761	43	31	hadoop	hadoop	NOUN
ijassa-761	43	32	performance	performance	NOUN
ijassa-761	43	33	in	in	ADP
ijassa-761	43	34	homogenous	homogenous	ADJ
ijassa-761	43	35	and	and	CCONJ
ijassa-761	43	36	heterogeneous	heterogeneous	ADJ
ijassa-761	43	37	big	big	ADJ
ijassa-761	43	38	data	datum	NOUN
ijassa-761	43	39	environments	environment	NOUN
ijassa-761	43	40	by	by	ADP
ijassa-761	43	41	dynamic	dynamic	ADJ
ijassa-761	43	42	slot	slot	NOUN
ijassa-761	43	43	configuration	configuration	NOUN
ijassa-761	43	44	15	15	NUM
ijassa-761	43	45	copyright	copyright	NOUN
ijassa-761	43	46	©	©	PROPN
ijassa-761	43	47	2020	2020	NUM
ijassa-761	43	48	assa	assa	PROPN
ijassa-761	43	49	adv	adv	PROPN
ijassa-761	43	50	.	.	PUNCT
ijassa-761	44	1	in	in	ADP
ijassa-761	44	2	systems	system	NOUN
ijassa-761	44	3	science	science	NOUN
ijassa-761	44	4	and	and	CCONJ
ijassa-761	44	5	appl	appl	NOUN
ijassa-761	44	6	.	.	PUNCT
ijassa-761	45	1	(	(	PUNCT
ijassa-761	45	2	2020	2020	NUM
ijassa-761	45	3	)	)	PUNCT
ijassa-761	45	4	from	from	ADP
ijassa-761	45	5	heterogeneous	heterogeneous	ADJ
ijassa-761	45	6	sources	source	NOUN
ijassa-761	45	7	.	.	PUNCT
ijassa-761	46	1	hadoop	hadoop	NOUN
ijassa-761	46	2	recently	recently	ADV
ijassa-761	46	3	appeared	appear	VERB
ijassa-761	46	4	as	as	ADP
ijassa-761	46	5	the	the	DET
ijassa-761	46	6	most	most	ADV
ijassa-761	46	7	interesting	interesting	ADJ
ijassa-761	46	8	open	open	ADJ
ijassa-761	46	9	-	-	PUNCT
ijassa-761	46	10	source	source	NOUN
ijassa-761	46	11	software	software	NOUN
ijassa-761	46	12	platform	platform	NOUN
ijassa-761	46	13	utilized	utilize	VERB
ijassa-761	46	14	for	for	ADP
ijassa-761	46	15	distributed	distribute	VERB
ijassa-761	46	16	storage	storage	NOUN
ijassa-761	46	17	and	and	CCONJ
ijassa-761	46	18	parallel	parallel	ADJ
ijassa-761	46	19	processing	processing	NOUN
ijassa-761	46	20	of	of	ADP
ijassa-761	46	21	big	big	ADJ
ijassa-761	46	22	data	datum	NOUN
ijassa-761	46	23	by	by	ADP
ijassa-761	46	24	using	use	VERB
ijassa-761	46	25	the	the	DET
ijassa-761	46	26	mapreduce	mapreduce	PROPN
ijassa-761	46	27	programming	programming	NOUN
ijassa-761	46	28	model	model	NOUN
ijassa-761	46	29	[	[	X
ijassa-761	46	30	9	9	NUM
ijassa-761	46	31	]	]	PUNCT
ijassa-761	46	32	.	.	PUNCT
ijassa-761	47	1	the	the	DET
ijassa-761	47	2	main	main	ADJ
ijassa-761	47	3	parts	part	NOUN
ijassa-761	47	4	of	of	ADP
ijassa-761	47	5	the	the	DET
ijassa-761	47	6	hadoop	hadoop	NOUN
ijassa-761	47	7	architecture	architecture	NOUN
ijassa-761	47	8	consist	consist	NOUN
ijassa-761	47	9	of	of	ADP
ijassa-761	47	10	the	the	DET
ijassa-761	47	11	storage	storage	NOUN
ijassa-761	47	12	part	part	NOUN
ijassa-761	47	13	,	,	PUNCT
ijassa-761	47	14	which	which	PRON
ijassa-761	47	15	is	be	AUX
ijassa-761	47	16	known	know	VERB
ijassa-761	47	17	as	as	ADP
ijassa-761	47	18	hadoop	hadoop	NOUN
ijassa-761	47	19	distributed	distribute	VERB
ijassa-761	47	20	file	file	NOUN
ijassa-761	47	21	system	system	NOUN
ijassa-761	47	22	(	(	PUNCT
ijassa-761	47	23	hdfs	hdfs	PROPN
ijassa-761	47	24	)	)	PUNCT
ijassa-761	47	25	and	and	CCONJ
ijassa-761	47	26	the	the	DET
ijassa-761	47	27	processing	processing	NOUN
ijassa-761	47	28	part	part	NOUN
ijassa-761	47	29	,	,	PUNCT
ijassa-761	47	30	which	which	PRON
ijassa-761	47	31	is	be	AUX
ijassa-761	47	32	the	the	DET
ijassa-761	47	33	mapreduce	mapreduce	PROPN
ijassa-761	47	34	programming	programming	NOUN
ijassa-761	47	35	model	model	NOUN
ijassa-761	47	36	.	.	PUNCT
ijassa-761	48	1	hadoop	hadoop	NOUN
ijassa-761	48	2	’s	’s	PART
ijassa-761	48	3	main	main	ADJ
ijassa-761	48	4	job	job	NOUN
ijassa-761	48	5	is	be	AUX
ijassa-761	48	6	to	to	PART
ijassa-761	48	7	split	split	VERB
ijassa-761	48	8	large	large	ADJ
ijassa-761	48	9	blocks	block	NOUN
ijassa-761	48	10	of	of	ADP
ijassa-761	48	11	data	datum	NOUN
ijassa-761	48	12	and	and	CCONJ
ijassa-761	48	13	distribute	distribute	VERB
ijassa-761	48	14	them	they	PRON
ijassa-761	48	15	across	across	ADP
ijassa-761	48	16	nodes	node	NOUN
ijassa-761	48	17	in	in	ADP
ijassa-761	48	18	different	different	ADJ
ijassa-761	48	19	clusters	cluster	NOUN
ijassa-761	48	20	in	in	ADP
ijassa-761	48	21	parallel	parallel	ADJ
ijassa-761	48	22	and	and	CCONJ
ijassa-761	48	23	simultaneously	simultaneously	ADV
ijassa-761	48	24	[	[	X
ijassa-761	48	25	10	10	NUM
ijassa-761	48	26	]	]	PUNCT
ijassa-761	48	27	.	.	PUNCT
ijassa-761	49	1	the	the	DET
ijassa-761	49	2	simplest	simple	ADJ
ijassa-761	49	3	cluster	cluster	NOUN
ijassa-761	49	4	contains	contain	VERB
ijassa-761	49	5	one	one	NUM
ijassa-761	49	6	master	master	NOUN
ijassa-761	49	7	node	node	NOUN
ijassa-761	49	8	and	and	CCONJ
ijassa-761	49	9	multiple	multiple	ADJ
ijassa-761	49	10	slave	slave	NOUN
ijassa-761	49	11	nodes	node	NOUN
ijassa-761	49	12	.	.	PUNCT
ijassa-761	50	1	the	the	DET
ijassa-761	50	2	master	master	NOUN
ijassa-761	50	3	node	node	NOUN
ijassa-761	50	4	keeps	keep	VERB
ijassa-761	50	5	tracking	track	VERB
ijassa-761	50	6	the	the	DET
ijassa-761	50	7	tasks	task	NOUN
ijassa-761	50	8	acomplished	acomplishe	VERB
ijassa-761	50	9	in	in	ADP
ijassa-761	50	10	the	the	DET
ijassa-761	50	11	slave	slave	NOUN
ijassa-761	50	12	nodes	node	NOUN
ijassa-761	50	13	by	by	ADP
ijassa-761	50	14	the	the	DET
ijassa-761	50	15	job	job	NOUN
ijassa-761	50	16	tracker	tracker	NOUN
ijassa-761	50	17	in	in	ADP
ijassa-761	50	18	each	each	DET
ijassa-761	50	19	master	master	NOUN
ijassa-761	50	20	node.some	node.some	NOUN
ijassa-761	50	21	researchers	researcher	NOUN
ijassa-761	50	22	have	have	AUX
ijassa-761	50	23	discussed	discuss	VERB
ijassa-761	50	24	scheduling	scheduling	NOUN
ijassa-761	50	25	techniques	technique	NOUN
ijassa-761	50	26	in	in	ADP
ijassa-761	50	27	[	[	PUNCT
ijassa-761	50	28	12	12	NUM
ijassa-761	50	29	-	-	SYM
ijassa-761	50	30	15	15	NUM
ijassa-761	50	31	]	]	PUNCT
ijassa-761	50	32	.	.	PUNCT
ijassa-761	51	1	they	they	PRON
ijassa-761	51	2	have	have	AUX
ijassa-761	51	3	provided	provide	VERB
ijassa-761	51	4	scheduling	scheduling	NOUN
ijassa-761	51	5	-	-	PUNCT
ijassa-761	51	6	aware	aware	ADJ
ijassa-761	51	7	data	datum	NOUN
ijassa-761	51	8	,	,	PUNCT
ijassa-761	51	9	prefetching	prefetching	NOUN
ijassa-761	51	10	and	and	CCONJ
ijassa-761	51	11	eviction	eviction	NOUN
ijassa-761	51	12	mechanisms	mechanism	NOUN
ijassa-761	51	13	based	base	VERB
ijassa-761	51	14	on	on	ADP
ijassa-761	51	15	spark	spark	NOUN
ijassa-761	51	16	,	,	PUNCT
ijassa-761	51	17	alluxio	alluxio	NOUN
ijassa-761	51	18	and	and	CCONJ
ijassa-761	51	19	hadoop	hadoop	NOUN
ijassa-761	51	20	.	.	PUNCT
ijassa-761	52	1	the	the	DET
ijassa-761	52	2	main	main	ADJ
ijassa-761	52	3	advantage	advantage	NOUN
ijassa-761	52	4	of	of	ADP
ijassa-761	52	5	the	the	DET
ijassa-761	52	6	mapreduce	mapreduce	PROPN
ijassa-761	52	7	programming	programming	NOUN
ijassa-761	52	8	model	model	NOUN
ijassa-761	52	9	in	in	ADP
ijassa-761	52	10	hadoop	hadoop	NOUN
ijassa-761	52	11	is	be	AUX
ijassa-761	52	12	scaling	scale	VERB
ijassa-761	52	13	the	the	DET
ijassa-761	52	14	data	datum	NOUN
ijassa-761	52	15	processing	process	VERB
ijassa-761	52	16	over	over	ADP
ijassa-761	52	17	multiple	multiple	ADJ
ijassa-761	52	18	computing	computing	NOUN
ijassa-761	52	19	nodes	node	NOUN
ijassa-761	52	20	.	.	PUNCT
ijassa-761	53	1	first	first	ADV
ijassa-761	53	2	,	,	PUNCT
ijassa-761	53	3	the	the	DET
ijassa-761	53	4	map	map	NOUN
ijassa-761	53	5	process	process	NOUN
ijassa-761	53	6	takes	take	VERB
ijassa-761	53	7	a	a	DET
ijassa-761	53	8	set	set	NOUN
ijassa-761	53	9	of	of	ADP
ijassa-761	53	10	data	datum	NOUN
ijassa-761	53	11	and	and	CCONJ
ijassa-761	53	12	converts	convert	VERB
ijassa-761	53	13	it	it	PRON
ijassa-761	53	14	to	to	ADP
ijassa-761	53	15	another	another	DET
ijassa-761	53	16	form	form	NOUN
ijassa-761	53	17	by	by	ADP
ijassa-761	53	18	simply	simply	ADV
ijassa-761	53	19	breaking	break	VERB
ijassa-761	53	20	the	the	DET
ijassa-761	53	21	data	datum	NOUN
ijassa-761	53	22	into	into	ADP
ijassa-761	53	23	(	(	PUNCT
ijassa-761	53	24	key	key	ADJ
ijassa-761	53	25	/	/	SYM
ijassa-761	53	26	value	value	NOUN
ijassa-761	53	27	pairs	pair	NOUN
ijassa-761	53	28	)	)	PUNCT
ijassa-761	53	29	format	format	NOUN
ijassa-761	53	30	.	.	PUNCT
ijassa-761	54	1	thereafter	thereafter	ADV
ijassa-761	54	2	,	,	PUNCT
ijassa-761	54	3	the	the	DET
ijassa-761	54	4	reduce	reduce	NOUN
ijassa-761	54	5	process	process	NOUN
ijassa-761	54	6	takes	take	VERB
ijassa-761	54	7	the	the	DET
ijassa-761	54	8	output	output	NOUN
ijassa-761	54	9	from	from	ADP
ijassa-761	54	10	the	the	DET
ijassa-761	54	11	map	map	NOUN
ijassa-761	54	12	task	task	NOUN
ijassa-761	54	13	as	as	ADP
ijassa-761	54	14	input	input	NOUN
ijassa-761	54	15	and	and	CCONJ
ijassa-761	54	16	then	then	ADV
ijassa-761	54	17	shuffles	shuffle	VERB
ijassa-761	54	18	the	the	DET
ijassa-761	54	19	data	datum	NOUN
ijassa-761	54	20	combined	combine	VERB
ijassa-761	54	21	,	,	PUNCT
ijassa-761	54	22	as	as	SCONJ
ijassa-761	54	23	shown	show	VERB
ijassa-761	54	24	in	in	ADP
ijassa-761	54	25	figure	figure	NOUN
ijassa-761	54	26	1	1	NUM
ijassa-761	54	27	.	.	PUNCT
ijassa-761	55	1	the	the	DET
ijassa-761	55	2	jobs	job	NOUN
ijassa-761	55	3	for	for	ADP
ijassa-761	55	4	assigned	assign	VERB
ijassa-761	55	5	jobs	job	NOUN
ijassa-761	55	6	of	of	ADP
ijassa-761	55	7	hadoop	hadoop	NOUN
ijassa-761	55	8	mapreduce	mapreduce	NOUN
ijassa-761	55	9	are	be	AUX
ijassa-761	55	10	scheduled	schedule	VERB
ijassa-761	55	11	from	from	ADP
ijassa-761	55	12	the	the	DET
ijassa-761	55	13	beginning	beginning	NOUN
ijassa-761	55	14	based	base	VERB
ijassa-761	55	15	on	on	ADP
ijassa-761	55	16	certain	certain	ADJ
ijassa-761	55	17	scheduling	scheduling	NOUN
ijassa-761	55	18	algorithms	algorithm	NOUN
ijassa-761	55	19	such	such	ADJ
ijassa-761	55	20	as	as	ADP
ijassa-761	55	21	first	first	ADJ
ijassa-761	55	22	input	input	NOUN
ijassa-761	55	23	first	first	ADJ
ijassa-761	55	24	output	output	NOUN
ijassa-761	55	25	(	(	PUNCT
ijassa-761	55	26	fifo	fifo	ADJ
ijassa-761	55	27	)	)	PUNCT
ijassa-761	55	28	,	,	PUNCT
ijassa-761	55	29	fair	fair	ADJ
ijassa-761	55	30	sharing	sharing	NOUN
ijassa-761	55	31	and	and	CCONJ
ijassa-761	55	32	others	other	NOUN
ijassa-761	55	33	.	.	PUNCT
ijassa-761	56	1	fig	fig	NOUN
ijassa-761	56	2	.	.	PUNCT
ijassa-761	57	1	1	1	X
ijassa-761	57	2	.	.	X
ijassa-761	57	3	hadoop	hadoop	NOUN
ijassa-761	57	4	map	map	NOUN
ijassa-761	57	5	and	and	CCONJ
ijassa-761	57	6	reduce	reduce	VERB
ijassa-761	57	7	processes	process	NOUN
ijassa-761	57	8	[	[	X
ijassa-761	57	9	10	10	NUM
ijassa-761	57	10	]	]	X
ijassa-761	57	11	it	it	PRON
ijassa-761	57	12	is	be	AUX
ijassa-761	57	13	always	always	ADV
ijassa-761	57	14	desirable	desirable	ADJ
ijassa-761	57	15	to	to	PART
ijassa-761	57	16	reduce	reduce	VERB
ijassa-761	57	17	the	the	DET
ijassa-761	57	18	number	number	NOUN
ijassa-761	57	19	of	of	ADP
ijassa-761	57	20	maps	map	NOUN
ijassa-761	57	21	and	and	CCONJ
ijassa-761	57	22	processes	process	NOUN
ijassa-761	57	23	so	so	SCONJ
ijassa-761	57	24	as	as	SCONJ
ijassa-761	57	25	to	to	PART
ijassa-761	57	26	decrease	decrease	VERB
ijassa-761	57	27	the	the	DET
ijassa-761	57	28	workload	workload	NOUN
ijassa-761	57	29	in	in	ADP
ijassa-761	57	30	hadoop	hadoop	NOUN
ijassa-761	57	31	processing	processing	NOUN
ijassa-761	57	32	and	and	CCONJ
ijassa-761	57	33	that	that	PRON
ijassa-761	57	34	depends	depend	VERB
ijassa-761	57	35	on	on	ADP
ijassa-761	57	36	the	the	DET
ijassa-761	57	37	power	power	NOUN
ijassa-761	57	38	of	of	ADP
ijassa-761	57	39	the	the	DET
ijassa-761	57	40	scheduling	scheduling	NOUN
ijassa-761	57	41	algorithms	algorithm	NOUN
ijassa-761	57	42	as	as	ADV
ijassa-761	57	43	well	well	ADV
ijassa-761	57	44	as	as	ADP
ijassa-761	57	45	the	the	DET
ijassa-761	57	46	ratio	ratio	NOUN
ijassa-761	57	47	between	between	ADP
ijassa-761	57	48	maps	map	NOUN
ijassa-761	57	49	,	,	PUNCT
ijassa-761	57	50	which	which	PRON
ijassa-761	57	51	reduces	reduce	VERB
ijassa-761	57	52	implementation	implementation	NOUN
ijassa-761	57	53	.	.	PUNCT
ijassa-761	58	1	this	this	DET
ijassa-761	58	2	research	research	NOUN
ijassa-761	58	3	work	work	NOUN
ijassa-761	58	4	focuses	focus	VERB
ijassa-761	58	5	in	in	ADP
ijassa-761	58	6	reducing	reduce	VERB
ijassa-761	58	7	the	the	DET
ijassa-761	58	8	workload	workload	NOUN
ijassa-761	58	9	of	of	ADP
ijassa-761	58	10	the	the	DET
ijassa-761	58	11	hadoop	hadoop	NOUN
ijassa-761	58	12	processing	processing	NOUN
ijassa-761	58	13	jobs	job	NOUN
ijassa-761	58	14	(	(	PUNCT
ijassa-761	58	15	referred	refer	VERB
ijassa-761	58	16	to	to	ADP
ijassa-761	58	17	as	as	ADV
ijassa-761	58	18	same	same	ADJ
ijassa-761	58	19	meaning	meaning	NOUN
ijassa-761	58	20	as	as	SCONJ
ijassa-761	58	21	make	make	VERB
ijassa-761	58	22	span	span	NOUN
ijassa-761	58	23	)	)	PUNCT
ijassa-761	58	24	by	by	ADP
ijassa-761	58	25	adjusting	adjust	VERB
ijassa-761	58	26	the	the	DET
ijassa-761	58	27	ratio	ratio	NOUN
ijassa-761	58	28	between	between	ADP
ijassa-761	58	29	maps	map	NOUN
ijassa-761	58	30	and	and	CCONJ
ijassa-761	58	31	reducing	reduce	VERB
ijassa-761	58	32	the	the	DET
ijassa-761	58	33	optimal	optimal	ADJ
ijassa-761	58	34	minimum	minimum	ADJ
ijassa-761	58	35	number	number	NOUN
ijassa-761	58	36	to	to	PART
ijassa-761	58	37	achieve	achieve	VERB
ijassa-761	58	38	the	the	DET
ijassa-761	58	39	different	different	ADJ
ijassa-761	58	40	tasks	task	NOUN
ijassa-761	58	41	even	even	ADV
ijassa-761	58	42	in	in	ADP
ijassa-761	58	43	homogenous	homogenous	ADJ
ijassa-761	58	44	or	or	CCONJ
ijassa-761	58	45	heterogeneous	heterogeneous	ADJ
ijassa-761	58	46	data	datum	NOUN
ijassa-761	58	47	clustering	cluster	VERB
ijassa-761	58	48	to	to	PART
ijassa-761	58	49	answer	answer	VERB
ijassa-761	58	50	different	different	ADJ
ijassa-761	58	51	end	end	NOUN
ijassa-761	58	52	-	-	PUNCT
ijassa-761	58	53	users	user	NOUN
ijassa-761	58	54	’	'	PUNCT
ijassa-761	58	55	enquiries	enquiry	NOUN
ijassa-761	58	56	.	.	PUNCT
ijassa-761	59	1	the	the	DET
ijassa-761	59	2	incoming	incoming	ADJ
ijassa-761	59	3	jobs	job	NOUN
ijassa-761	59	4	submitted	submit	VERB
ijassa-761	59	5	to	to	ADP
ijassa-761	59	6	the	the	DET
ijassa-761	59	7	hadoop	hadoop	NOUN
ijassa-761	59	8	system	system	NOUN
ijassa-761	59	9	can	can	AUX
ijassa-761	59	10	be	be	AUX
ijassa-761	59	11	considered	consider	VERB
ijassa-761	59	12	heterogeneous	heterogeneous	ADJ
ijassa-761	59	13	with	with	ADP
ijassa-761	59	14	respect	respect	NOUN
ijassa-761	59	15	to	to	ADP
ijassa-761	59	16	certain	certain	ADJ
ijassa-761	59	17	factors	factor	NOUN
ijassa-761	59	18	such	such	ADJ
ijassa-761	59	19	as	as	ADP
ijassa-761	59	20	the	the	DET
ijassa-761	59	21	number	number	NOUN
ijassa-761	59	22	of	of	ADP
ijassa-761	59	23	tasks	task	NOUN
ijassa-761	59	24	,	,	PUNCT
ijassa-761	59	25	data	datum	NOUN
ijassa-761	59	26	volume	volume	NOUN
ijassa-761	59	27	,	,	PUNCT
ijassa-761	59	28	required	required	ADJ
ijassa-761	59	29	computation	computation	NOUN
ijassa-761	59	30	,	,	PUNCT
ijassa-761	59	31	arrival	arrival	NOUN
ijassa-761	59	32	rates	rate	NOUN
ijassa-761	59	33	and	and	CCONJ
ijassa-761	59	34	the	the	DET
ijassa-761	59	35	execution	execution	NOUN
ijassa-761	59	36	times	time	NOUN
ijassa-761	59	37	.	.	PUNCT
ijassa-761	60	1	it	it	PRON
ijassa-761	60	2	is	be	AUX
ijassa-761	60	3	worthy	worthy	ADJ
ijassa-761	60	4	to	to	PART
ijassa-761	60	5	notice	notice	VERB
ijassa-761	60	6	that	that	SCONJ
ijassa-761	60	7	hadoop	hadoop	NOUN
ijassa-761	60	8	resources	resource	NOUN
ijassa-761	60	9	are	be	AUX
ijassa-761	60	10	different	different	ADJ
ijassa-761	60	11	in	in	ADP
ijassa-761	60	12	capabilities	capability	NOUN
ijassa-761	60	13	of	of	ADP
ijassa-761	60	14	data	datum	NOUN
ijassa-761	60	15	storage	storage	NOUN
ijassa-761	60	16	as	as	ADV
ijassa-761	60	17	well	well	ADV
ijassa-761	60	18	as	as	ADP
ijassa-761	60	19	the	the	DET
ijassa-761	60	20	processing	processing	NOUN
ijassa-761	60	21	units	unit	NOUN
ijassa-761	60	22	.	.	PUNCT
ijassa-761	61	1	this	this	PRON
ijassa-761	61	2	leads	lead	VERB
ijassa-761	61	3	to	to	ADP
ijassa-761	61	4	different	different	ADJ
ijassa-761	61	5	priorities	priority	NOUN
ijassa-761	61	6	and	and	CCONJ
ijassa-761	61	7	minimum	minimum	NOUN
ijassa-761	61	8	requirements	requirement	NOUN
ijassa-761	61	9	for	for	ADP
ijassa-761	61	10	sharing	share	VERB
ijassa-761	61	11	between	between	ADP
ijassa-761	61	12	different	different	ADJ
ijassa-761	61	13	users	user	NOUN
ijassa-761	61	14	taking	take	VERB
ijassa-761	61	15	into	into	ADP
ijassa-761	61	16	consideration	consideration	NOUN
ijassa-761	61	17	that	that	SCONJ
ijassa-761	61	18	the	the	DET
ijassa-761	61	19	number	number	NOUN
ijassa-761	61	20	and	and	CCONJ
ijassa-761	61	21	type	type	NOUN
ijassa-761	61	22	of	of	ADP
ijassa-761	61	23	jobs	job	NOUN
ijassa-761	61	24	assigned	assign	VERB
ijassa-761	61	25	to	to	ADP
ijassa-761	61	26	each	each	DET
ijassa-761	61	27	user	user	NOUN
ijassa-761	61	28	can	can	AUX
ijassa-761	61	29	be	be	AUX
ijassa-761	61	30	different	different	ADJ
ijassa-761	61	31	as	as	ADV
ijassa-761	61	32	well	well	ADV
ijassa-761	61	33	.	.	PUNCT
ijassa-761	62	1	the	the	DET
ijassa-761	62	2	mean	mean	ADJ
ijassa-761	62	3	execution	execution	NOUN
ijassa-761	62	4	time	time	NOUN
ijassa-761	62	5	for	for	ADP
ijassa-761	62	6	certain	certain	ADJ
ijassa-761	62	7	jobs	job	NOUN
ijassa-761	62	8	is	be	AUX
ijassa-761	62	9	considered	consider	VERB
ijassa-761	62	10	as	as	ADP
ijassa-761	62	11	indicator	indicator	NOUN
ijassa-761	62	12	of	of	ADP
ijassa-761	62	13	the	the	DET
ijassa-761	62	14	heterogeneity	heterogeneity	NOUN
ijassa-761	62	15	degree	degree	NOUN
ijassa-761	62	16	for	for	ADP
ijassa-761	62	17	both	both	CCONJ
ijassa-761	62	18	the	the	DET
ijassa-761	62	19	workload	workload	NOUN
ijassa-761	62	20	and	and	CCONJ
ijassa-761	62	21	clusters	cluster	NOUN
ijassa-761	62	22	in	in	ADP
ijassa-761	62	23	the	the	DET
ijassa-761	62	24	hadoop	hadoop	NOUN
ijassa-761	62	25	system	system	NOUN
ijassa-761	62	26	.	.	PUNCT
ijassa-761	63	1	mainly	mainly	ADV
ijassa-761	63	2	fixing	fix	VERB
ijassa-761	63	3	the	the	DET
ijassa-761	63	4	number	number	NOUN
ijassa-761	63	5	and	and	CCONJ
ijassa-761	63	6	the	the	DET
ijassa-761	63	7	ratio	ratio	NOUN
ijassa-761	63	8	between	between	ADP
ijassa-761	63	9	map	map	NOUN
ijassa-761	63	10	and	and	CCONJ
ijassa-761	63	11	reducing	reduce	VERB
ijassa-761	63	12	processes	process	NOUN
ijassa-761	63	13	by	by	ADP
ijassa-761	63	14	using	use	VERB
ijassa-761	63	15	the	the	DET
ijassa-761	63	16	traditional	traditional	ADJ
ijassa-761	63	17	scheduling	scheduling	NOUN
ijassa-761	63	18	algorithms	algorithm	NOUN
ijassa-761	63	19	such	such	ADJ
ijassa-761	63	20	as	as	ADP
ijassa-761	63	21	fifo	fifo	ADJ
ijassa-761	63	22	and	and	CCONJ
ijassa-761	63	23	fair	fair	ADJ
ijassa-761	63	24	sharing	sharing	NOUN
ijassa-761	63	25	algorithms	algorithm	NOUN
ijassa-761	63	26	,	,	PUNCT
ijassa-761	63	27	seem	seem	VERB
ijassa-761	63	28	to	to	PART
ijassa-761	63	29	have	have	VERB
ijassa-761	63	30	some	some	DET
ijassa-761	63	31	difficulties	difficulty	NOUN
ijassa-761	63	32	as	as	SCONJ
ijassa-761	63	33	some	some	DET
ijassa-761	63	34	jobs	job	NOUN
ijassa-761	63	35	maybe	maybe	ADV
ijassa-761	63	36	stuck	stick	VERB
ijassa-761	63	37	sometimes	sometimes	ADV
ijassa-761	63	38	,	,	PUNCT
ijassa-761	63	39	especially	especially	ADV
ijassa-761	63	40	in	in	ADP
ijassa-761	63	41	case	case	NOUN
ijassa-761	63	42	of	of	ADP
ijassa-761	63	43	fifo	fifo	ADJ
ijassa-761	63	44	scheduling	scheduling	NOUN
ijassa-761	63	45	.	.	PUNCT
ijassa-761	64	1	moreover	moreover	ADV
ijassa-761	64	2	,	,	PUNCT
ijassa-761	64	3	the	the	DET
ijassa-761	64	4	job	job	NOUN
ijassa-761	64	5	convergence	convergence	NOUN
ijassa-761	64	6	is	be	AUX
ijassa-761	64	7	not	not	PART
ijassa-761	64	8	optimized	optimize	VERB
ijassa-761	64	9	especially	especially	ADV
ijassa-761	64	10	in	in	ADP
ijassa-761	64	11	case	case	NOUN
ijassa-761	64	12	of	of	ADP
ijassa-761	64	13	dealing	deal	VERB
ijassa-761	64	14	with	with	ADP
ijassa-761	64	15	intensive	intensive	ADJ
ijassa-761	64	16	heterogeneous	heterogeneous	ADJ
ijassa-761	64	17	data	datum	NOUN
ijassa-761	64	18	environment	environment	NOUN
ijassa-761	64	19	.	.	PUNCT
ijassa-761	65	1	this	this	PRON
ijassa-761	65	2	will	will	AUX
ijassa-761	65	3	lead	lead	VERB
ijassa-761	65	4	to	to	PART
ijassa-761	65	5	increase	increase	VERB
ijassa-761	65	6	in	in	ADP
ijassa-761	65	7	workload	workload	NOUN
ijassa-761	65	8	16	16	NUM
ijassa-761	65	9	ekhlas	ekhla	NOUN
ijassa-761	65	10	k.	k.	PROPN
ijassa-761	65	11	hamza	hamza	PROPN
ijassa-761	66	1	copyright	copyright	PROPN
ijassa-761	66	2	©	©	PROPN
ijassa-761	66	3	2020	2020	NUM
ijassa-761	66	4	assa	assa	PROPN
ijassa-761	66	5	adv	adv	PROPN
ijassa-761	66	6	.	.	PUNCT
ijassa-761	67	1	in	in	ADP
ijassa-761	67	2	systems	system	NOUN
ijassa-761	67	3	science	science	NOUN
ijassa-761	67	4	and	and	CCONJ
ijassa-761	67	5	appl	appl	NOUN
ijassa-761	67	6	.	.	PUNCT
ijassa-761	68	1	(	(	PUNCT
ijassa-761	68	2	2020	2020	NUM
ijassa-761	68	3	)	)	PUNCT
ijassa-761	68	4	(	(	PUNCT
ijassa-761	68	5	makespan	makespan	ADV
ijassa-761	68	6	)	)	PUNCT
ijassa-761	68	7	,	,	PUNCT
ijassa-761	68	8	which	which	PRON
ijassa-761	68	9	consumes	consume	VERB
ijassa-761	68	10	more	more	ADJ
ijassa-761	68	11	computational	computational	ADJ
ijassa-761	68	12	resources	resource	NOUN
ijassa-761	68	13	and	and	CCONJ
ijassa-761	68	14	resulting	result	VERB
ijassa-761	68	15	in	in	ADP
ijassa-761	68	16	more	more	ADJ
ijassa-761	68	17	time	time	NOUN
ijassa-761	68	18	processing	processing	NOUN
ijassa-761	68	19	.	.	PUNCT
ijassa-761	69	1	table	table	NOUN
ijassa-761	69	2	1	1	NUM
ijassa-761	69	3	shows	show	VERB
ijassa-761	69	4	the	the	DET
ijassa-761	69	5	comparisons	comparison	NOUN
ijassa-761	69	6	of	of	ADP
ijassa-761	69	7	various	various	ADJ
ijassa-761	69	8	scheduling	scheduling	NOUN
ijassa-761	69	9	techniques	technique	NOUN
ijassa-761	69	10	.	.	PUNCT
ijassa-761	70	1	table	table	NOUN
ijassa-761	70	2	1	1	NUM
ijassa-761	70	3	.	.	PUNCT
ijassa-761	70	4	show	show	VERB
ijassa-761	70	5	the	the	DET
ijassa-761	70	6	comparative	comparative	NOUN
ijassa-761	70	7	a	a	PRON
ijassa-761	70	8	of	of	ADP
ijassa-761	70	9	various	various	ADJ
ijassa-761	70	10	scheduling	scheduling	NOUN
ijassa-761	70	11	techniques	technique	NOUN
ijassa-761	70	12	disadvantages	disadvantage	VERB
ijassa-761	70	13	advantages	advantage	NOUN
ijassa-761	70	14	environment	environment	NOUN
ijassa-761	70	15	heterogeneous	heterogeneous	ADJ
ijassa-761	70	16	or	or	CCONJ
ijassa-761	70	17	homogenous	homogenous	ADJ
ijassa-761	70	18	idea	idea	NOUN
ijassa-761	70	19	of	of	ADP
ijassa-761	70	20	implementation	implementation	NOUN
ijassa-761	70	21	preemp	preemp	NOUN
ijassa-761	70	22	tion	tion	NOUN
ijassa-761	70	23	working	work	VERB
ijassa-761	70	24	taxonomy	taxonomy	NOUN
ijassa-761	70	25	scheduler	scheduler	VERB
ijassa-761	70	26	1	1	NUM
ijassa-761	70	27	-	-	PUNCT
ijassa-761	70	28	considered	consider	VERB
ijassa-761	70	29	only	only	ADV
ijassa-761	70	30	for	for	ADP
ijassa-761	70	31	singlekind	singlekind	NOUN
ijassa-761	70	32	of	of	ADP
ijassa-761	70	33	work	work	NOUN
ijassa-761	70	34	.	.	PUNCT
ijassa-761	71	1	2	2	X
ijassa-761	71	2	.	.	X
ijassa-761	71	3	low	low	ADJ
ijassa-761	71	4	performance	performance	NOUN
ijassa-761	71	5	when	when	SCONJ
ijassa-761	71	6	run	run	VERB
ijassa-761	71	7	manykinds	manykind	NOUN
ijassa-761	71	8	of	of	ADP
ijassa-761	71	9	works	work	NOUN
ijassa-761	71	10	.	.	PUNCT
ijassa-761	72	1	3	3	X
ijassa-761	72	2	.	.	X
ijassa-761	72	3	poor	poor	ADJ
ijassa-761	72	4	response	response	NOUN
ijassa-761	72	5	periods	period	NOUN
ijassa-761	72	6	for	for	ADP
ijassa-761	72	7	short	short	ADJ
ijassa-761	72	8	worksrelated	worksrelate	VERB
ijassa-761	72	9	to	to	ADP
ijassa-761	72	10	large	large	ADJ
ijassa-761	72	11	works	work	NOUN
ijassa-761	72	12	.	.	PUNCT
ijassa-761	73	1	.1	.1	NOUN
ijassa-761	73	2	-	-	PUNCT
ijassa-761	73	3	rate	rate	NOUN
ijassa-761	73	4	of	of	ADP
ijassa-761	73	5	entire	entire	ADJ
ijassa-761	73	6	cluster	cluster	NOUN
ijassa-761	73	7	arrangement	arrangement	NOUN
ijassa-761	73	8	method	method	NOUN
ijassa-761	73	9	is	be	AUX
ijassa-761	73	10	less	less	ADJ
ijassa-761	73	11	2	2	NUM
ijassa-761	73	12	.	.	NOUN
ijassa-761	73	13	simple	simple	ADJ
ijassa-761	73	14	to	to	PART
ijassa-761	73	15	implement	implement	VERB
ijassa-761	73	16	andcapable	andcapable	ADJ
ijassa-761	73	17	homogenous	homogenous	ADJ
ijassa-761	73	18	schedule	schedule	NOUN
ijassa-761	73	19	works	work	NOUN
ijassa-761	73	20	based	base	VERB
ijassa-761	73	21	on	on	ADP
ijassa-761	73	22	their	their	PRON
ijassa-761	73	23	significances	significance	NOUN
ijassa-761	73	24	in	in	ADP
ijassa-761	73	25	first	first	ADV
ijassa-761	73	26	-	-	PUNCT
ijassa-761	73	27	come	come	VERB
ijassa-761	73	28	first	first	ADV
ijassa-761	73	29	out	out	ADV
ijassa-761	73	30	.	.	PUNCT
ijassa-761	74	1	no	no	PRON
ijassa-761	74	2	better	well	ADJ
ijassa-761	74	3	work	work	NOUN
ijassa-761	74	4	with	with	ADP
ijassa-761	74	5	small	small	ADJ
ijassa-761	74	6	clusters	cluster	NOUN
ijassa-761	74	7	nonadaptive	nonadaptive	ADJ
ijassa-761	74	8	fifo	fifo	PROPN
ijassa-761	74	9	.1	.1	PROPN
ijassa-761	74	10	-	-	PUNCT
ijassa-761	74	11	does	do	AUX
ijassa-761	74	12	not	not	PART
ijassa-761	74	13	consider	consider	VERB
ijassa-761	74	14	thework	thework	NOUN
ijassa-761	74	15	weight	weight	NOUN
ijassa-761	74	16	of	of	ADP
ijassa-761	74	17	each	each	DET
ijassa-761	74	18	nodule	nodule	NOUN
ijassa-761	74	19	.	.	PUNCT
ijassa-761	75	1	1	1	NUM
ijassa-761	75	2	-	-	SYM
ijassa-761	75	3	less	less	ADV
ijassa-761	75	4	difficult	difficult	ADJ
ijassa-761	75	5	.	.	PUNCT
ijassa-761	76	1	2	2	X
ijassa-761	76	2	.	.	NUM
ijassa-761	76	3	mechanisms	mechanism	NOUN
ijassa-761	76	4	well	well	INTJ
ijassa-761	76	5	when	when	SCONJ
ijassa-761	76	6	both	both	PRON
ijassa-761	76	7	lesser	less	ADJ
ijassa-761	76	8	and	and	CCONJ
ijassa-761	76	9	large	large	ADJ
ijassa-761	76	10	clusters	cluster	NOUN
ijassa-761	76	11	.	.	PUNCT
ijassa-761	77	1	3	3	X
ijassa-761	77	2	.	.	X
ijassa-761	77	3	it	it	PRON
ijassa-761	77	4	can	can	AUX
ijassa-761	77	5	offerfast	offerfast	VERB
ijassa-761	77	6	responseperi	responseperi	ADJ
ijassa-761	77	7	ods	od	NOUN
ijassa-761	77	8	for	for	ADP
ijassa-761	77	9	small	small	ADJ
ijassa-761	77	10	jobs	job	NOUN
ijassa-761	77	11	mixed	mix	VERB
ijassa-761	77	12	with	with	ADP
ijassa-761	77	13	larger	large	ADJ
ijassa-761	77	14	works	work	NOUN
ijassa-761	77	15	.	.	PUNCT
ijassa-761	78	1	homogenous	homogenous	ADJ
ijassa-761	78	2	do	do	VERB
ijassa-761	78	3	a	a	DET
ijassa-761	78	4	equal	equal	ADJ
ijassa-761	78	5	spreadingof	spreadingof	NOUN
ijassa-761	78	6	calculatepropertie	calculatepropertie	NOUN
ijassa-761	78	7	s	s	VERB
ijassa-761	78	8	among	among	ADP
ijassa-761	78	9	the	the	DET
ijassa-761	78	10	users	user	NOUN
ijassa-761	78	11	/	/	SYM
ijassa-761	78	12	jobs	job	NOUN
ijassa-761	78	13	in	in	ADP
ijassa-761	78	14	the	the	DET
ijassa-761	78	15	system	system	NOUN
ijassa-761	78	16	yes	yes	INTJ
ijassa-761	78	17	better	well	ADV
ijassa-761	78	18	work	work	VERB
ijassa-761	78	19	with	with	ADP
ijassa-761	78	20	small	small	ADJ
ijassa-761	78	21	clusters	cluster	NOUN
ijassa-761	78	22	adaptive	adaptive	ADJ
ijassa-761	78	23	fair	fair	ADJ
ijassa-761	78	24	scheduling	scheduling	NOUN
ijassa-761	78	25	1	1	NUM
ijassa-761	78	26	.	.	PUNCT
ijassa-761	79	1	improve	improve	VERB
ijassa-761	79	2	the	the	DET
ijassa-761	79	3	overall	overall	ADJ
ijassa-761	79	4	system	system	NOUN
ijassa-761	79	5	per	per	ADP
ijassa-761	79	6	formance	formance	NOUN
ijassa-761	79	7	.	.	PUNCT
ijassa-761	80	1	2	2	NUM
ijassa-761	80	2	.	.	NOUN
ijassa-761	80	3	addresses	address	VERB
ijassa-761	80	4	the	the	DET
ijassa-761	80	5	fairness	fairness	NOUN
ijassa-761	80	6	and	and	CCONJ
ijassa-761	80	7	the	the	DET
ijassa-761	80	8	minimum	minimum	ADJ
ijassa-761	80	9	share	share	NOUN
ijassa-761	80	10	requirements	requirement	NOUN
ijassa-761	80	11	.	.	PUNCT
ijassa-761	81	1	heterogeneous	heterogeneous	ADJ
ijassa-761	81	2	planned	plan	VERB
ijassa-761	81	3	to	to	PART
ijassa-761	81	4	improve	improve	VERB
ijassa-761	81	5	the	the	DET
ijassa-761	81	6	mean	mean	ADJ
ijassa-761	81	7	completion	completion	NOUN
ijassa-761	81	8	time	time	NOUN
ijassa-761	81	9	of	of	ADP
ijassa-761	81	10	jobs	job	NOUN
ijassa-761	81	11	yes	yes	INTJ
ijassa-761	81	12	better	well	ADV
ijassa-761	81	13	work	work	VERB
ijassa-761	81	14	with	with	ADP
ijassa-761	81	15	large	large	ADJ
ijassa-761	81	16	clusters	cluster	NOUN
ijassa-761	81	17	adaptive	adaptive	ADJ
ijassa-761	81	18	coshh	coshh	PROPN
ijassa-761	81	19	3	3	X
ijassa-761	81	20	.	.	PUNCT
ijassa-761	81	21	architecture	architecture	NOUN
ijassa-761	81	22	of	of	ADP
ijassa-761	81	23	the	the	DET
ijassa-761	81	24	proposed	propose	VERB
ijassa-761	81	25	system	system	NOUN
ijassa-761	81	26	in	in	ADP
ijassa-761	81	27	both	both	CCONJ
ijassa-761	81	28	the	the	DET
ijassa-761	81	29	homogeneous	homogeneous	ADJ
ijassa-761	81	30	and	and	CCONJ
ijassa-761	81	31	heterogeneous	heterogeneous	ADJ
ijassa-761	81	32	hadoop	hadoop	NOUN
ijassa-761	81	33	environments	environment	NOUN
ijassa-761	81	34	,	,	PUNCT
ijassa-761	81	35	the	the	DET
ijassa-761	81	36	two	two	NUM
ijassa-761	81	37	modules	module	NOUN
ijassa-761	81	38	are	be	AUX
ijassa-761	81	39	initially	initially	ADV
ijassa-761	81	40	added	add	VERB
ijassa-761	81	41	to	to	ADP
ijassa-761	81	42	the	the	DET
ijassa-761	81	43	job	job	NOUN
ijassa-761	81	44	tracker	tracker	NOUN
ijassa-761	81	45	,	,	PUNCT
ijassa-761	81	46	which	which	PRON
ijassa-761	81	47	is	be	AUX
ijassa-761	81	48	described	describe	VERB
ijassa-761	81	49	below	below	ADV
ijassa-761	81	50	.	.	PUNCT
ijassa-761	82	1			NOUN
ijassa-761	82	2	workload	workload	NOUN
ijassa-761	82	3	monitoring	monitoring	NOUN
ijassa-761	82	4	(	(	PUNCT
ijassa-761	82	5	wm	wm	PROPN
ijassa-761	82	6	)	)	PUNCT
ijassa-761	82	7			NOUN
ijassa-761	82	8	slot	slot	NOUN
ijassa-761	82	9	assignment	assignment	NOUN
ijassa-761	82	10	(	(	PUNCT
ijassa-761	82	11	sa	sa	NOUN
ijassa-761	82	12	)	)	PUNCT
ijassa-761	82	13	the	the	DET
ijassa-761	82	14	function	function	NOUN
ijassa-761	82	15	of	of	ADP
ijassa-761	82	16	wm	wm	PROPN
ijassa-761	82	17	is	be	AUX
ijassa-761	82	18	to	to	PART
ijassa-761	82	19	collect	collect	VERB
ijassa-761	82	20	previous	previous	ADJ
ijassa-761	82	21	workload	workload	NOUN
ijassa-761	82	22	information	information	NOUN
ijassa-761	82	23	asexecution	asexecution	NOUN
ijassa-761	82	24	times	time	NOUN
ijassa-761	82	25	are	be	AUX
ijassa-761	82	26	needed	need	VERB
ijassa-761	82	27	for	for	ADP
ijassa-761	82	28	completed	complete	VERB
ijassa-761	82	29	tasks	task	NOUN
ijassa-761	82	30	.	.	PUNCT
ijassa-761	83	1	based	base	VERB
ijassa-761	83	2	on	on	ADP
ijassa-761	83	3	this	this	DET
ijassa-761	83	4	collected	collect	VERB
ijassa-761	83	5	information	information	NOUN
ijassa-761	83	6	,	,	PUNCT
ijassa-761	83	7	the	the	DET
ijassa-761	83	8	workload	workload	NOUN
ijassa-761	83	9	of	of	ADP
ijassa-761	83	10	the	the	DET
ijassa-761	83	11	current	current	ADJ
ijassa-761	83	12	map	map	NOUN
ijassa-761	83	13	and	and	CCONJ
ijassa-761	83	14	reduced	reduced	ADJ
ijassa-761	83	15	tasks	task	NOUN
ijassa-761	83	16	are	be	AUX
ijassa-761	83	17	estimated	estimate	VERB
ijassa-761	83	18	.	.	PUNCT
ijassa-761	84	1	thereafter	thereafter	ADV
ijassa-761	84	2	,	,	PUNCT
ijassa-761	84	3	the	the	DET
ijassa-761	84	4	role	role	NOUN
ijassa-761	84	5	of	of	ADP
ijassa-761	84	6	sa	sa	PROPN
ijassa-761	84	7	is	be	AUX
ijassa-761	84	8	to	to	PART
ijassa-761	84	9	adjust	adjust	VERB
ijassa-761	84	10	the	the	DET
ijassa-761	84	11	slot	slot	NOUN
ijassa-761	84	12	ratio	ratio	NOUN
ijassa-761	84	13	between	between	ADP
ijassa-761	84	14	map	map	NOUN
ijassa-761	84	15	and	and	CCONJ
ijassa-761	84	16	reduce	reduce	VERB
ijassa-761	84	17	tasks	task	NOUN
ijassa-761	84	18	by	by	ADP
ijassa-761	84	19	using	use	VERB
ijassa-761	84	20	estimated	estimate	VERB
ijassa-761	84	21	information	information	NOUN
ijassa-761	84	22	received	receive	VERB
ijassa-761	84	23	from	from	ADP
ijassa-761	84	24	wm	wm	PROPN
ijassa-761	84	25	.	.	PUNCT
ijassa-761	85	1	this	this	DET
ijassa-761	85	2	adjustment	adjustment	NOUN
ijassa-761	85	3	is	be	AUX
ijassa-761	85	4	performed	perform	VERB
ijassa-761	85	5	on	on	ADP
ijassa-761	85	6	each	each	DET
ijassa-761	85	7	slave	slave	NOUN
ijassa-761	85	8	node	node	NOUN
ijassa-761	85	9	.	.	PUNCT
ijassa-761	86	1	based	base	VERB
ijassa-761	86	2	on	on	ADP
ijassa-761	86	3	adjusting	adjust	VERB
ijassa-761	86	4	the	the	DET
ijassa-761	86	5	slot	slot	NOUN
ijassa-761	86	6	ratio	ratio	NOUN
ijassa-761	86	7	as	as	ADV
ijassa-761	86	8	well	well	ADV
ijassa-761	86	9	as	as	ADP
ijassa-761	86	10	the	the	DET
ijassa-761	86	11	current	current	ADJ
ijassa-761	86	12	slot	slot	NOUN
ijassa-761	86	13	status	status	NOUN
ijassa-761	86	14	,	,	PUNCT
ijassa-761	86	15	the	the	DET
ijassa-761	86	16	job	job	NOUN
ijassa-761	86	17	tracker	tracker	NOUN
ijassa-761	86	18	is	be	AUX
ijassa-761	86	19	used	use	VERB
ijassa-761	86	20	to	to	PART
ijassa-761	86	21	assign	assign	VERB
ijassa-761	86	22	tasks	task	NOUN
ijassa-761	86	23	to	to	ADP
ijassa-761	86	24	slave	slave	NOUN
ijassa-761	86	25	nodes	node	NOUN
ijassa-761	86	26	by	by	ADP
ijassa-761	86	27	both	both	CCONJ
ijassa-761	86	28	the	the	DET
ijassa-761	86	29	workload	workload	NOUN
ijassa-761	86	30	monitor	monitor	NOUN
ijassa-761	86	31	and	and	CCONJ
ijassa-761	86	32	slot	slot	NOUN
ijassa-761	86	33	assigner	assigner	NOUN
ijassa-761	86	34	functions	function	NOUN
ijassa-761	86	35	.	.	PUNCT
ijassa-761	87	1	in	in	ADP
ijassa-761	87	2	addition	addition	NOUN
ijassa-761	87	3	,	,	PUNCT
ijassa-761	87	4	the	the	DET
ijassa-761	87	5	task	task	NOUN
ijassa-761	87	6	tracker	tracker	NOUN
ijassa-761	87	7	module	module	NOUN
ijassa-761	87	8	along	along	ADP
ijassa-761	87	9	with	with	ADP
ijassa-761	87	10	the	the	DET
ijassa-761	87	11	task	task	NOUN
ijassa-761	87	12	manager	manager	NOUN
ijassa-761	87	13	function	function	VERB
ijassa-761	87	14	for	for	ADP
ijassa-761	87	15	checking	check	VERB
ijassa-761	87	16	the	the	DET
ijassa-761	87	17	number	number	NOUN
ijassa-761	87	18	of	of	ADP
ijassa-761	87	19	individual	individual	ADJ
ijassa-761	87	20	maps	map	NOUN
ijassa-761	87	21	,	,	PUNCT
ijassa-761	87	22	reduce	reduce	VERB
ijassa-761	87	23	tasks	task	NOUN
ijassa-761	87	24	running	run	VERB
ijassa-761	87	25	on	on	ADP
ijassa-761	87	26	the	the	DET
ijassa-761	87	27	node	node	NOUN
ijassa-761	87	28	.	.	PUNCT
ijassa-761	88	1	the	the	DET
ijassa-761	88	2	performance	performance	NOUN
ijassa-761	88	3	of	of	ADP
ijassa-761	88	4	checking	checking	NOUN
ijassa-761	88	5	is	be	AUX
ijassa-761	88	6	done	do	VERB
ijassa-761	88	7	based	base	VERB
ijassa-761	88	8	on	on	ADP
ijassa-761	88	9	the	the	DET
ijassa-761	88	10	new	new	ADJ
ijassa-761	88	11	slot	slot	NOUN
ijassa-761	88	12	ratio	ratio	NOUN
ijassa-761	88	13	received	receive	VERB
ijassa-761	88	14	from	from	ADP
ijassa-761	88	15	the	the	DET
ijassa-761	88	16	job	job	NOUN
ijassa-761	88	17	tracker	tracker	NOUN
ijassa-761	88	18	by	by	ADP
ijassa-761	88	19	running	run	VERB
ijassa-761	88	20	the	the	DET
ijassa-761	88	21	task	task	NOUN
ijassa-761	88	22	on	on	ADP
ijassa-761	88	23	each	each	DET
ijassa-761	88	24	slave	slave	NOUN
ijassa-761	88	25	node.fig	node.fig	NOUN
ijassa-761	88	26	.	.	PROPN
ijassa-761	88	27	2	2	NUM
ijassa-761	88	28	shows	show	VERB
ijassa-761	88	29	the	the	DET
ijassa-761	88	30	architecture	architecture	NOUN
ijassa-761	88	31	of	of	ADP
ijassa-761	88	32	the	the	DET
ijassa-761	88	33	proposed	propose	VERB
ijassa-761	88	34	method	method	NOUN
ijassa-761	88	35	a	a	DET
ijassa-761	88	36	batch	batch	NOUN
ijassa-761	88	37	of	of	ADP
ijassa-761	88	38	jobs	job	NOUN
ijassa-761	88	39	is	be	AUX
ijassa-761	88	40	submitted	submit	VERB
ijassa-761	88	41	from	from	ADP
ijassa-761	88	42	a	a	DET
ijassa-761	88	43	user	user	NOUN
ijassa-761	88	44	to	to	ADP
ijassa-761	88	45	the	the	DET
ijassa-761	88	46	job	job	NOUN
ijassa-761	88	47	tracker	tracker	NOUN
ijassa-761	88	48	.	.	PUNCT
ijassa-761	89	1	the	the	DET
ijassa-761	89	2	three	three	NUM
ijassa-761	89	3	modules	module	NOUN
ijassa-761	89	4	involved	involve	VERB
ijassa-761	89	5	in	in	ADP
ijassa-761	89	6	the	the	DET
ijassa-761	89	7	job	job	NOUN
ijassa-761	89	8	tracker	tracker	NOUN
ijassa-761	89	9	are	be	AUX
ijassa-761	89	10	workload	workload	NOUN
ijassa-761	89	11	monitor	monitor	NOUN
ijassa-761	89	12	,	,	PUNCT
ijassa-761	89	13	slot	slot	NOUN
ijassa-761	89	14	assigner	assigner	NOUN
ijassa-761	89	15	and	and	CCONJ
ijassa-761	89	16	scheduler	scheduler	NOUN
ijassa-761	89	17	.	.	PUNCT
ijassa-761	90	1	the	the	DET
ijassa-761	90	2	status	status	NOUN
ijassa-761	90	3	of	of	ADP
ijassa-761	90	4	slot	slot	NOUN
ijassa-761	90	5	enhancing	enhance	VERB
ijassa-761	90	6	hadoop	hadoop	NOUN
ijassa-761	90	7	performance	performance	NOUN
ijassa-761	90	8	in	in	ADP
ijassa-761	90	9	homogenous	homogenous	ADJ
ijassa-761	90	10	and	and	CCONJ
ijassa-761	90	11	heterogeneous	heterogeneous	ADJ
ijassa-761	90	12	big	big	ADJ
ijassa-761	90	13	data	datum	NOUN
ijassa-761	90	14	environments	environment	NOUN
ijassa-761	90	15	by	by	ADP
ijassa-761	90	16	dynamic	dynamic	ADJ
ijassa-761	90	17	slot	slot	NOUN
ijassa-761	90	18	configuration	configuration	NOUN
ijassa-761	90	19	17	17	NUM
ijassa-761	90	20	copyright	copyright	NOUN
ijassa-761	90	21	©	©	PROPN
ijassa-761	90	22	2020	2020	NUM
ijassa-761	90	23	assa	assa	PROPN
ijassa-761	90	24	adv	adv	PROPN
ijassa-761	90	25	.	.	PUNCT
ijassa-761	91	1	in	in	ADP
ijassa-761	91	2	systems	system	NOUN
ijassa-761	91	3	science	science	NOUN
ijassa-761	91	4	and	and	CCONJ
ijassa-761	91	5	appl	appl	NOUN
ijassa-761	91	6	.	.	PUNCT
ijassa-761	92	1	(	(	PUNCT
ijassa-761	92	2	2020	2020	NUM
ijassa-761	92	3	)	)	PUNCT
ijassa-761	92	4	assignment	assignment	NOUN
ijassa-761	92	5	and	and	CCONJ
ijassa-761	92	6	task	task	NOUN
ijassa-761	92	7	assignment	assignment	NOUN
ijassa-761	92	8	is	be	AUX
ijassa-761	92	9	communicated	communicate	VERB
ijassa-761	92	10	between	between	ADP
ijassa-761	92	11	job	job	NOUN
ijassa-761	92	12	tracker	tracker	NOUN
ijassa-761	92	13	and	and	CCONJ
ijassa-761	92	14	task	task	PROPN
ijassa-761	92	15	tracker	tracker	NOUN
ijassa-761	92	16	in	in	ADP
ijassa-761	92	17	order	order	NOUN
ijassa-761	92	18	to	to	PART
ijassa-761	92	19	perform	perform	VERB
ijassa-761	92	20	the	the	DET
ijassa-761	92	21	data	data	NOUN
ijassa-761	92	22	communication	communication	NOUN
ijassa-761	92	23	with	with	ADP
ijassa-761	92	24	large	large	ADJ
ijassa-761	92	25	-	-	PUNCT
ijassa-761	92	26	scale	scale	NOUN
ijassa-761	92	27	information	information	NOUN
ijassa-761	92	28	.	.	PUNCT
ijassa-761	93	1	the	the	DET
ijassa-761	93	2	task	task	NOUN
ijassa-761	93	3	is	be	AUX
ijassa-761	93	4	split	split	VERB
ijassa-761	93	5	into	into	ADP
ijassa-761	93	6	several	several	ADJ
ijassa-761	93	7	parts	part	NOUN
ijassa-761	93	8	,	,	PUNCT
ijassa-761	93	9	which	which	PRON
ijassa-761	93	10	are	be	AUX
ijassa-761	93	11	functioned	function	VERB
ijassa-761	93	12	by	by	ADP
ijassa-761	93	13	different	different	ADJ
ijassa-761	93	14	slots	slot	NOUN
ijassa-761	93	15	.	.	PUNCT
ijassa-761	94	1	thus	thus	ADV
ijassa-761	94	2	,	,	PUNCT
ijassa-761	94	3	various	various	ADJ
ijassa-761	94	4	slot	slot	NOUN
ijassa-761	94	5	configurations	configuration	NOUN
ijassa-761	94	6	are	be	AUX
ijassa-761	94	7	performed	perform	VERB
ijassa-761	94	8	and	and	CCONJ
ijassa-761	94	9	each	each	DET
ijassa-761	94	10	slot	slot	NOUN
ijassa-761	94	11	contains	contain	VERB
ijassa-761	94	12	separate	separate	ADJ
ijassa-761	94	13	task	task	NOUN
ijassa-761	94	14	tracker	tracker	NOUN
ijassa-761	94	15	and	and	CCONJ
ijassa-761	94	16	task	task	NOUN
ijassa-761	94	17	manager	manager	NOUN
ijassa-761	94	18	.	.	PUNCT
ijassa-761	95	1	the	the	DET
ijassa-761	95	2	four	four	NUM
ijassa-761	95	3	functions	function	NOUN
ijassa-761	95	4	involved	involve	VERB
ijassa-761	95	5	in	in	ADP
ijassa-761	95	6	the	the	DET
ijassa-761	95	7	proposed	propose	VERB
ijassa-761	95	8	architecture	architecture	NOUN
ijassa-761	95	9	are	be	AUX
ijassa-761	95	10	:	:	PUNCT
ijassa-761	95	11			VERB
ijassa-761	95	12	the	the	DET
ijassa-761	95	13	present	present	ADJ
ijassa-761	95	14	workloads	workload	NOUN
ijassa-761	95	15	and	and	CCONJ
ijassa-761	95	16	their	their	PRON
ijassa-761	95	17	functions	function	NOUN
ijassa-761	95	18	are	be	AUX
ijassa-761	95	19	estimated	estimate	VERB
ijassa-761	95	20	.	.	PUNCT
ijassa-761	96	1			VERB
ijassa-761	96	2	the	the	DET
ijassa-761	96	3	best	good	ADJ
ijassa-761	96	4	slot	slot	NOUN
ijassa-761	96	5	assignment	assignment	NOUN
ijassa-761	96	6	of	of	ADP
ijassa-761	96	7	each	each	DET
ijassa-761	96	8	node	node	NOUN
ijassa-761	96	9	is	be	AUX
ijassa-761	96	10	decided	decide	VERB
ijassa-761	96	11	in	in	ADP
ijassa-761	96	12	order	order	NOUN
ijassa-761	96	13	to	to	PART
ijassa-761	96	14	communicate	communicate	VERB
ijassa-761	96	15	between	between	ADP
ijassa-761	96	16	the	the	DET
ijassa-761	96	17	job	job	NOUN
ijassa-761	96	18	tracker	tracker	NOUN
ijassa-761	96	19	and	and	CCONJ
ijassa-761	96	20	task	task	PROPN
ijassa-761	96	21	tracker	tracker	PROPN
ijassa-761	96	22	.	.	PUNCT
ijassa-761	97	1			NOUN
ijassa-761	97	2	the	the	DET
ijassa-761	97	3	task	task	NOUN
ijassa-761	97	4	is	be	AUX
ijassa-761	97	5	assigned	assign	VERB
ijassa-761	97	6	to	to	ADP
ijassa-761	97	7	each	each	DET
ijassa-761	97	8	slave	slave	NOUN
ijassa-761	97	9	node	node	NOUN
ijassa-761	97	10	.	.	PUNCT
ijassa-761	98	1			NOUN
ijassa-761	98	2	constant	constant	ADJ
ijassa-761	98	3	monitoring	monitoring	NOUN
ijassa-761	98	4	of	of	ADP
ijassa-761	98	5	the	the	DET
ijassa-761	98	6	task	task	NOUN
ijassa-761	98	7	execution	execution	NOUN
ijassa-761	98	8	as	as	ADV
ijassa-761	98	9	well	well	ADV
ijassa-761	98	10	as	as	ADP
ijassa-761	98	11	the	the	DET
ijassa-761	98	12	slot	slot	NOUN
ijassa-761	98	13	occupation	occupation	NOUN
ijassa-761	98	14	situation	situation	NOUN
ijassa-761	98	15	.	.	PUNCT
ijassa-761	99	1	fig	fig	NOUN
ijassa-761	99	2	.	.	PUNCT
ijassa-761	100	1	2	2	X
ijassa-761	100	2	.	.	X
ijassa-761	100	3	architecture	architecture	NOUN
ijassa-761	100	4	of	of	ADP
ijassa-761	100	5	the	the	DET
ijassa-761	100	6	proposed	propose	VERB
ijassa-761	100	7	method	method	NOUN
ijassa-761	101	1	[	[	X
ijassa-761	101	2	11	11	NUM
ijassa-761	101	3	]	]	PUNCT
ijassa-761	101	4	the	the	DET
ijassa-761	101	5	modules	module	NOUN
ijassa-761	101	6	involved	involve	VERB
ijassa-761	101	7	in	in	ADP
ijassa-761	101	8	the	the	DET
ijassa-761	101	9	proposed	propose	VERB
ijassa-761	101	10	method	method	NOUN
ijassa-761	101	11	to	to	PART
ijassa-761	101	12	minimize	minimize	VERB
ijassa-761	101	13	the	the	DET
ijassa-761	101	14	makespan	makespan	NOUN
ijassa-761	101	15	are	be	AUX
ijassa-761	101	16	as	as	SCONJ
ijassa-761	101	17	follows	follow	VERB
ijassa-761	101	18	:	:	PUNCT
ijassa-761	101	19			NOUN
ijassa-761	101	20	homogenous	homogenous	ADJ
ijassa-761	101	21	environment	environment	NOUN
ijassa-761	101	22			PROPN
ijassa-761	101	23	heterogeneous	heterogeneous	ADJ
ijassa-761	101	24	environment	environment	NOUN
ijassa-761	101	25			NOUN
ijassa-761	101	26	makespan	makespan	ADP
ijassa-761	101	27	analysis	analysis	NOUN
ijassa-761	101	28			NOUN
ijassa-761	101	29	slot	slot	NOUN
ijassa-761	101	30	configuration	configuration	NOUN
ijassa-761	101	31	prediction	prediction	NOUN
ijassa-761	101	32			NOUN
ijassa-761	101	33	evaluation	evaluation	NOUN
ijassa-761	101	34	3.1	3.1	NUM
ijassa-761	101	35	.	.	PUNCT
ijassa-761	101	36	homogenous	homogenous	ADJ
ijassa-761	101	37	environment	environment	NOUN
ijassa-761	101	38	the	the	DET
ijassa-761	101	39	homogenous	homogenous	ADJ
ijassa-761	101	40	system	system	NOUN
ijassa-761	101	41	is	be	AUX
ijassa-761	101	42	defined	define	VERB
ijassa-761	101	43	as	as	ADP
ijassa-761	101	44	the	the	DET
ijassa-761	101	45	homogenous	homogenous	ADJ
ijassa-761	101	46	characteristics	characteristic	NOUN
ijassa-761	101	47	of	of	ADP
ijassa-761	101	48	both	both	DET
ijassa-761	101	49	workload	workload	NOUN
ijassa-761	101	50	and	and	CCONJ
ijassa-761	101	51	cluster	cluster	NOUN
ijassa-761	101	52	.	.	PUNCT
ijassa-761	102	1	based	base	VERB
ijassa-761	102	2	on	on	ADP
ijassa-761	102	3	the	the	DET
ijassa-761	102	4	job	job	NOUN
ijassa-761	102	5	sizes	size	NOUN
ijassa-761	102	6	,	,	PUNCT
ijassa-761	102	7	the	the	DET
ijassa-761	102	8	homogenous	homogenous	ADJ
ijassa-761	102	9	system	system	NOUN
ijassa-761	102	10	can	can	AUX
ijassa-761	102	11	be	be	AUX
ijassa-761	102	12	classified	classify	VERB
ijassa-761	102	13	into	into	ADP
ijassa-761	102	14	either	either	CCONJ
ijassa-761	102	15	homogenous	homogenous	ADJ
ijassa-761	102	16	-	-	PUNCT
ijassa-761	102	17	small	small	ADJ
ijassa-761	102	18	or	or	CCONJ
ijassa-761	102	19	homogenous	homogenous	ADJ
ijassa-761	102	20	-	-	PUNCT
ijassa-761	102	21	large	large	ADJ
ijassa-761	102	22	.	.	PUNCT
ijassa-761	103	1	if	if	SCONJ
ijassa-761	103	2	all	all	DET
ijassa-761	103	3	the	the	DET
ijassa-761	103	4	jobs	job	NOUN
ijassa-761	103	5	are	be	AUX
ijassa-761	103	6	small	small	ADJ
ijassa-761	103	7	,	,	PUNCT
ijassa-761	103	8	then	then	ADV
ijassa-761	103	9	the	the	DET
ijassa-761	103	10	system	system	NOUN
ijassa-761	103	11	is	be	AUX
ijassa-761	103	12	defined	define	VERB
ijassa-761	103	13	as	as	ADP
ijassa-761	103	14	homogenous	homogenous	ADJ
ijassa-761	103	15	-	-	PUNCT
ijassa-761	103	16	small	small	ADJ
ijassa-761	103	17	.	.	PUNCT
ijassa-761	104	1	if	if	SCONJ
ijassa-761	104	2	all	all	DET
ijassa-761	104	3	the	the	DET
ijassa-761	104	4	jobs	job	NOUN
ijassa-761	104	5	are	be	AUX
ijassa-761	104	6	large	large	ADJ
ijassa-761	104	7	,	,	PUNCT
ijassa-761	104	8	then	then	ADV
ijassa-761	104	9	the	the	DET
ijassa-761	104	10	system	system	NOUN
ijassa-761	104	11	is	be	AUX
ijassa-761	104	12	classified	classify	VERB
ijassa-761	104	13	as	as	ADP
ijassa-761	104	14	homogenouslarge	homogenouslarge	NOUN
ijassa-761	104	15	.	.	PUNCT
ijassa-761	105	1	mostly	mostly	ADV
ijassa-761	105	2	,	,	PUNCT
ijassa-761	105	3	the	the	DET
ijassa-761	105	4	job	job	NOUN
ijassa-761	105	5	size	size	NOUN
ijassa-761	105	6	parameters	parameter	NOUN
ijassa-761	105	7	affect	affect	VERB
ijassa-761	105	8	the	the	DET
ijassa-761	105	9	performance	performance	NOUN
ijassa-761	105	10	of	of	ADP
ijassa-761	105	11	the	the	DET
ijassa-761	105	12	hadoop	hadoop	NOUN
ijassa-761	105	13	schedulers	scheduler	NOUN
ijassa-761	105	14	.	.	PUNCT
ijassa-761	106	1	the	the	DET
ijassa-761	106	2	average	average	ADJ
ijassa-761	106	3	completion	completion	NOUN
ijassa-761	106	4	time	time	NOUN
ijassa-761	106	5	of	of	ADP
ijassa-761	106	6	all	all	DET
ijassa-761	106	7	schedulers	scheduler	NOUN
ijassa-761	106	8	is	be	AUX
ijassa-761	106	9	almost	almost	ADV
ijassa-761	106	10	equal	equal	ADJ
ijassa-761	106	11	.	.	PUNCT
ijassa-761	107	1	as	as	SCONJ
ijassa-761	107	2	both	both	CCONJ
ijassa-761	107	3	the	the	DET
ijassa-761	107	4	cluster	cluster	NOUN
ijassa-761	107	5	and	and	CCONJ
ijassa-761	107	6	workload	workload	NOUN
ijassa-761	107	7	are	be	AUX
ijassa-761	107	8	homogenous	homogenous	ADJ
ijassa-761	107	9	,	,	PUNCT
ijassa-761	107	10	the	the	DET
ijassa-761	107	11	coshh	coshh	PROPN
ijassa-761	107	12	algorithm	algorithm	PROPN
ijassa-761	107	13	suggests	suggest	VERB
ijassa-761	107	14	all	all	DET
ijassa-761	107	15	resources	resource	NOUN
ijassa-761	107	16	as	as	ADP
ijassa-761	107	17	the	the	DET
ijassa-761	107	18	best	good	ADJ
ijassa-761	107	19	choice	choice	NOUN
ijassa-761	107	20	for	for	ADP
ijassa-761	107	21	all	all	DET
ijassa-761	107	22	job	job	NOUN
ijassa-761	107	23	classes	class	NOUN
ijassa-761	107	24	.	.	PUNCT
ijassa-761	108	1	the	the	DET
ijassa-761	108	2	two	two	NUM
ijassa-761	108	3	conditions	condition	NOUN
ijassa-761	108	4	used	use	VERB
ijassa-761	108	5	to	to	PART
ijassa-761	108	6	develop	develop	VERB
ijassa-761	108	7	homogenous	homogenous	ADJ
ijassa-761	108	8	computing	computing	NOUN
ijassa-761	108	9	environment	environment	NOUN
ijassa-761	108	10	are	be	AUX
ijassa-761	108	11	as	as	SCONJ
ijassa-761	108	12	follows	follow	VERB
ijassa-761	108	13	:	:	PUNCT
ijassa-761	108	14			VERB
ijassa-761	108	15	the	the	DET
ijassa-761	108	16	same	same	ADJ
ijassa-761	108	17	storage	storage	NOUN
ijassa-761	108	18	representations	representation	NOUN
ijassa-761	108	19	along	along	ADP
ijassa-761	108	20	with	with	ADP
ijassa-761	108	21	the	the	DET
ijassa-761	108	22	same	same	ADJ
ijassa-761	108	23	results	result	NOUN
ijassa-761	108	24	are	be	AUX
ijassa-761	108	25	considered	consider	VERB
ijassa-761	108	26	as	as	ADP
ijassa-761	108	27	correct	correct	ADJ
ijassa-761	108	28	in	in	ADP
ijassa-761	108	29	hardware	hardware	NOUN
ijassa-761	108	30	and	and	CCONJ
ijassa-761	108	31	software	software	NOUN
ijassa-761	108	32	module	module	NOUN
ijassa-761	108	33	of	of	ADP
ijassa-761	108	34	processor	processor	NOUN
ijassa-761	108	35	for	for	ADP
ijassa-761	108	36	operations	operation	NOUN
ijassa-761	108	37	on	on	ADP
ijassa-761	108	38	floating	float	VERB
ijassa-761	108	39	point	point	NOUN
ijassa-761	108	40	numbers	number	NOUN
ijassa-761	108	41	.	.	PUNCT
ijassa-761	109	1	18	18	NUM
ijassa-761	109	2	ekhlas	ekhla	NOUN
ijassa-761	109	3	k.	k.	PROPN
ijassa-761	109	4	hamza	hamza	PROPN
ijassa-761	110	1	copyright	copyright	PROPN
ijassa-761	110	2	©	©	PROPN
ijassa-761	110	3	2020	2020	NUM
ijassa-761	110	4	assa	assa	PROPN
ijassa-761	110	5	adv	adv	PROPN
ijassa-761	110	6	.	.	PUNCT
ijassa-761	111	1	in	in	ADP
ijassa-761	111	2	systems	system	NOUN
ijassa-761	111	3	science	science	NOUN
ijassa-761	111	4	and	and	CCONJ
ijassa-761	111	5	appl	appl	NOUN
ijassa-761	111	6	.	.	PUNCT
ijassa-761	112	1	(	(	PUNCT
ijassa-761	112	2	2020	2020	NUM
ijassa-761	112	3	)	)	PUNCT
ijassa-761	112	4			VERB
ijassa-761	112	5	the	the	DET
ijassa-761	112	6	correct	correct	ADJ
ijassa-761	112	7	floatingpoint	floatingpoint	NOUN
ijassa-761	112	8	value	value	NOUN
ijassa-761	112	9	is	be	AUX
ijassa-761	112	10	transmitted	transmit	VERB
ijassa-761	112	11	and	and	CCONJ
ijassa-761	112	12	guarantee	guarantee	NOUN
ijassa-761	112	13	is	be	AUX
ijassa-761	112	14	provided	provide	VERB
ijassa-761	112	15	to	to	ADP
ijassa-761	112	16	the	the	DET
ijassa-761	112	17	communication	communication	NOUN
ijassa-761	112	18	layer	layer	NOUN
ijassa-761	112	19	during	during	ADP
ijassa-761	112	20	the	the	DET
ijassa-761	112	21	process	process	NOUN
ijassa-761	112	22	of	of	ADP
ijassa-761	112	23	floating	float	VERB
ijassa-761	112	24	point	point	NOUN
ijassa-761	112	25	number	number	NOUN
ijassa-761	112	26	between	between	ADP
ijassa-761	112	27	processors	processor	NOUN
ijassa-761	112	28	.	.	PUNCT
ijassa-761	113	1	the	the	DET
ijassa-761	113	2	module	module	NOUN
ijassa-761	113	3	involved	involve	VERB
ijassa-761	113	4	in	in	ADP
ijassa-761	113	5	the	the	DET
ijassa-761	113	6	homogenous	homogenous	ADJ
ijassa-761	113	7	phase	phase	NOUN
ijassa-761	113	8	is	be	AUX
ijassa-761	113	9	described	describe	VERB
ijassa-761	113	10	as	as	ADP
ijassa-761	113	11	a	a	DET
ijassa-761	113	12	flow	flow	NOUN
ijassa-761	113	13	diagram	diagram	NOUN
ijassa-761	113	14	,	,	PUNCT
ijassa-761	113	15	as	as	SCONJ
ijassa-761	113	16	shown	show	VERB
ijassa-761	113	17	in	in	ADP
ijassa-761	113	18	figure	figure	NOUN
ijassa-761	113	19	3	3	NUM
ijassa-761	113	20	.	.	PUNCT
ijassa-761	114	1	the	the	DET
ijassa-761	114	2	five	five	NUM
ijassa-761	114	3	representations	representation	NOUN
ijassa-761	114	4	of	of	ADP
ijassa-761	114	5	data	data	NOUN
ijassa-761	114	6	-	-	PUNCT
ijassa-761	114	7	analyzing	analyze	VERB
ijassa-761	114	8	hadoop	hadoop	NOUN
ijassa-761	114	9	benchmarks	benchmark	NOUN
ijassa-761	114	10	are	be	AUX
ijassa-761	114	11	described	describe	VERB
ijassa-761	114	12	in	in	ADP
ijassa-761	114	13	the	the	DET
ijassa-761	114	14	heterogeneous	heterogeneous	ADJ
ijassa-761	114	15	phase	phase	NOUN
ijassa-761	114	16	as	as	ADP
ijassa-761	114	17	a	a	DET
ijassa-761	114	18	module	module	NOUN
ijassa-761	114	19	for	for	ADP
ijassa-761	114	20	makespan	makespan	ADV
ijassa-761	114	21	and	and	CCONJ
ijassa-761	114	22	slot	slot	NOUN
ijassa-761	114	23	configuration	configuration	NOUN
ijassa-761	114	24	prediction	prediction	NOUN
ijassa-761	114	25	.	.	PUNCT
ijassa-761	115	1	the	the	DET
ijassa-761	115	2	benchmarks	benchmark	NOUN
ijassa-761	115	3	are	be	AUX
ijassa-761	115	4	derived	derive	VERB
ijassa-761	115	5	from	from	ADP
ijassa-761	115	6	mapreduce	mapreduce	PROPN
ijassa-761	115	7	benchmarks	benchmark	NOUN
ijassa-761	115	8	suite	suite	PROPN
ijassa-761	115	9	,	,	PUNCT
ijassa-761	115	10	which	which	PRON
ijassa-761	115	11	are	be	AUX
ijassa-761	115	12	described	describe	VERB
ijassa-761	115	13	below	below	ADV
ijassa-761	115	14	.	.	PUNCT
ijassa-761	116	1			NOUN
ijassa-761	116	2	inverting	invert	VERB
ijassa-761	116	3	the	the	DET
ijassa-761	116	4	index	index	NOUN
ijassa-761	116	5	task	task	NOUN
ijassa-761	116	6	:	:	PUNCT
ijassa-761	116	7	generate	generate	VERB
ijassa-761	116	8	certain	certain	ADJ
ijassa-761	116	9	list	list	NOUN
ijassa-761	116	10	of	of	ADP
ijassa-761	116	11	the	the	DET
ijassa-761	116	12	words	word	NOUN
ijassa-761	116	13	as	as	ADP
ijassa-761	116	14	document	document	NOUN
ijassa-761	116	15	indexing	indexing	NOUN
ijassa-761	116	16	when	when	SCONJ
ijassa-761	116	17	entering	enter	VERB
ijassa-761	116	18	a	a	DET
ijassa-761	116	19	text	text	NOUN
ijassa-761	116	20	file	file	NOUN
ijassa-761	116	21	as	as	ADP
ijassa-761	116	22	an	an	DET
ijassa-761	116	23	input	input	NOUN
ijassa-761	116	24	.	.	PUNCT
ijassa-761	117	1			NOUN
ijassa-761	117	2	rating	rate	VERB
ijassa-761	117	3	the	the	DET
ijassa-761	117	4	frequency	frequency	NOUN
ijassa-761	117	5	to	to	PART
ijassa-761	117	6	generate	generate	VERB
ijassa-761	117	7	the	the	DET
ijassa-761	117	8	histogram	histogram	NOUN
ijassa-761	117	9	:	:	PUNCT
ijassa-761	117	10	as	as	ADP
ijassa-761	117	11	example	example	NOUN
ijassa-761	117	12	,	,	PUNCT
ijassa-761	117	13	calculating	calculate	VERB
ijassa-761	117	14	the	the	DET
ijassa-761	117	15	histogram	histogram	NOUN
ijassa-761	117	16	from	from	ADP
ijassa-761	117	17	certain	certain	ADJ
ijassa-761	117	18	input	input	NOUN
ijassa-761	117	19	of	of	ADP
ijassa-761	117	20	movie	movie	NOUN
ijassa-761	117	21	rating	rating	NOUN
ijassa-761	117	22	data	datum	NOUN
ijassa-761	117	23	.	.	PUNCT
ijassa-761	118	1			NOUN
ijassa-761	118	2	counter	counter	NOUN
ijassa-761	118	3	for	for	ADP
ijassa-761	118	4	certain	certain	ADJ
ijassa-761	118	5	word	word	NOUN
ijassa-761	118	6	tasks	task	NOUN
ijassa-761	118	7	:	:	PUNCT
ijassa-761	118	8	this	this	DET
ijassa-761	118	9	job	job	NOUN
ijassa-761	118	10	can	can	AUX
ijassa-761	118	11	be	be	AUX
ijassa-761	118	12	described	describe	VERB
ijassa-761	118	13	as	as	ADP
ijassa-761	118	14	counting	count	VERB
ijassa-761	118	15	the	the	DET
ijassa-761	118	16	occurrence	occurrence	NOUN
ijassa-761	118	17	of	of	ADP
ijassa-761	118	18	each	each	DET
ijassa-761	118	19	word	word	NOUN
ijassa-761	118	20	when	when	SCONJ
ijassa-761	118	21	entering	enter	VERB
ijassa-761	118	22	input	input	NOUN
ijassa-761	118	23	text	text	NOUN
ijassa-761	118	24	-	-	PUNCT
ijassa-761	118	25	file	file	NOUN
ijassa-761	118	26	.	.	PUNCT
ijassa-761	119	1			NOUN
ijassa-761	119	2	classifier	classifier	NOUN
ijassa-761	119	3	:	:	PUNCT
ijassa-761	119	4	when	when	SCONJ
ijassa-761	119	5	inputting	inputte	VERB
ijassa-761	119	6	the	the	DET
ijassa-761	119	7	movie	movie	NOUN
ijassa-761	119	8	rating	rating	NOUN
ijassa-761	119	9	data	datum	NOUN
ijassa-761	119	10	then	then	ADV
ijassa-761	119	11	,	,	PUNCT
ijassa-761	119	12	classify	classify	VERB
ijassa-761	119	13	these	these	DET
ijassa-761	119	14	movies	movie	NOUN
ijassa-761	119	15	into	into	ADP
ijassa-761	119	16	predefined	predefine	VERB
ijassa-761	119	17	clusters	cluster	NOUN
ijassa-761	119	18	.	.	PUNCT
ijassa-761	120	1			PROPN
ijassa-761	120	2	grepping	grepping	PROPN
ijassa-761	120	3	task	task	NOUN
ijassa-761	120	4	:	:	PUNCT
ijassa-761	120	5	to	to	PART
ijassa-761	120	6	find	find	VERB
ijassa-761	120	7	certain	certain	ADJ
ijassa-761	120	8	patterns	pattern	NOUN
ijassa-761	120	9	on	on	ADP
ijassa-761	120	10	the	the	DET
ijassa-761	120	11	files	file	NOUN
ijassa-761	120	12	from	from	ADP
ijassa-761	120	13	certain	certain	ADJ
ijassa-761	120	14	input	input	NOUN
ijassa-761	120	15	text	text	NOUN
ijassa-761	120	16	files	file	NOUN
ijassa-761	120	17	.	.	PUNCT
ijassa-761	121	1	fig	fig	NOUN
ijassa-761	121	2	.	.	PUNCT
ijassa-761	122	1	3	3	X
ijassa-761	122	2	.	.	X
ijassa-761	122	3	flow	flow	NOUN
ijassa-761	122	4	diagram	diagram	NOUN
ijassa-761	122	5	of	of	ADP
ijassa-761	122	6	homogeneous	homogeneous	ADJ
ijassa-761	122	7	environment	environment	NOUN
ijassa-761	122	8	the	the	DET
ijassa-761	122	9	implementation	implementation	NOUN
ijassa-761	122	10	of	of	ADP
ijassa-761	122	11	the	the	DET
ijassa-761	122	12	proposed	propose	VERB
ijassa-761	122	13	system	system	NOUN
ijassa-761	122	14	architecture	architecture	NOUN
ijassa-761	122	15	is	be	AUX
ijassa-761	122	16	achieved	achieve	VERB
ijassa-761	122	17	by	by	ADP
ijassa-761	122	18	simulating	simulate	VERB
ijassa-761	122	19	the	the	DET
ijassa-761	122	20	medical	medical	ADJ
ijassa-761	122	21	unstructured	unstructured	ADJ
ijassa-761	122	22	big	big	ADJ
ijassa-761	122	23	data	datum	NOUN
ijassa-761	122	24	in	in	ADP
ijassa-761	122	25	cloud	cloud	NOUN
ijassa-761	122	26	environment	environment	NOUN
ijassa-761	122	27	developed	develop	VERB
ijassa-761	122	28	in	in	ADP
ijassa-761	122	29	a	a	DET
ijassa-761	122	30	single	single	ADJ
ijassa-761	122	31	desktop	desktop	NOUN
ijassa-761	122	32	using	use	VERB
ijassa-761	122	33	java	java	PROPN
ijassa-761	122	34	programming	programming	PROPN
ijassa-761	122	35	in	in	ADP
ijassa-761	122	36	netbeans	netbeans	PROPN
ijassa-761	122	37	ide	ide	ADJ
ijassa-761	122	38	and	and	CCONJ
ijassa-761	122	39	wamp	wamp	PROPN
ijassa-761	122	40	server	server	NOUN
ijassa-761	122	41	services	service	NOUN
ijassa-761	122	42	all	all	PRON
ijassa-761	122	43	working	work	VERB
ijassa-761	122	44	together	together	ADV
ijassa-761	122	45	,	,	PUNCT
ijassa-761	122	46	as	as	SCONJ
ijassa-761	122	47	depicted	depict	VERB
ijassa-761	122	48	in	in	ADP
ijassa-761	122	49	figure4	figure4	PROPN
ijassa-761	122	50	.	.	PUNCT
ijassa-761	123	1	enhancing	enhance	VERB
ijassa-761	123	2	hadoop	hadoop	NOUN
ijassa-761	123	3	performance	performance	NOUN
ijassa-761	123	4	in	in	ADP
ijassa-761	123	5	homogenous	homogenous	ADJ
ijassa-761	123	6	and	and	CCONJ
ijassa-761	123	7	heterogeneous	heterogeneous	ADJ
ijassa-761	123	8	big	big	ADJ
ijassa-761	123	9	data	datum	NOUN
ijassa-761	123	10	environments	environment	NOUN
ijassa-761	123	11	by	by	ADP
ijassa-761	123	12	dynamic	dynamic	ADJ
ijassa-761	123	13	slot	slot	NOUN
ijassa-761	123	14	configuration	configuration	NOUN
ijassa-761	123	15	19	19	NUM
ijassa-761	123	16	copyright	copyright	NOUN
ijassa-761	123	17	©	©	PROPN
ijassa-761	123	18	2020	2020	NUM
ijassa-761	123	19	assa	assa	PROPN
ijassa-761	123	20	adv	adv	PROPN
ijassa-761	123	21	.	.	PUNCT
ijassa-761	124	1	in	in	ADP
ijassa-761	124	2	systems	system	NOUN
ijassa-761	124	3	science	science	NOUN
ijassa-761	124	4	and	and	CCONJ
ijassa-761	124	5	appl	appl	NOUN
ijassa-761	124	6	.	.	PUNCT
ijassa-761	125	1	(	(	PUNCT
ijassa-761	125	2	2020	2020	NUM
ijassa-761	125	3	)	)	PUNCT
ijassa-761	125	4	fig	fig	NOUN
ijassa-761	125	5	.	.	PUNCT
ijassa-761	126	1	4	4	X
ijassa-761	126	2	.	.	NUM
ijassa-761	126	3	developed	develop	VERB
ijassa-761	126	4	cloud	cloud	NOUN
ijassa-761	126	5	computing	computing	NOUN
ijassa-761	126	6	platform	platform	NOUN
ijassa-761	126	7	for	for	ADP
ijassa-761	126	8	medical	medical	ADJ
ijassa-761	126	9	big	big	ADJ
ijassa-761	126	10	data	datum	NOUN
ijassa-761	126	11	of	of	ADP
ijassa-761	126	12	homogenous	homogenous	ADJ
ijassa-761	126	13	tasks	task	NOUN
ijassa-761	126	14	3.2	3.2	NUM
ijassa-761	126	15	.	.	PUNCT
ijassa-761	127	1	heterogeneous	heterogeneous	ADJ
ijassa-761	127	2	environment	environment	NOUN
ijassa-761	127	3	based	base	VERB
ijassa-761	127	4	on	on	ADP
ijassa-761	127	5	the	the	DET
ijassa-761	127	6	workload	workload	NOUN
ijassa-761	127	7	and	and	CCONJ
ijassa-761	127	8	cluster	cluster	NOUN
ijassa-761	127	9	factors	factor	NOUN
ijassa-761	127	10	,	,	PUNCT
ijassa-761	127	11	the	the	DET
ijassa-761	127	12	user	user	NOUN
ijassa-761	127	13	is	be	AUX
ijassa-761	127	14	either	either	CCONJ
ijassa-761	127	15	classified	classify	VERB
ijassa-761	127	16	as	as	ADP
ijassa-761	127	17	homogenous	homogenous	ADJ
ijassa-761	127	18	or	or	CCONJ
ijassa-761	127	19	heterogeneous	heterogeneous	ADJ
ijassa-761	127	20	.	.	PUNCT
ijassa-761	128	1	here	here	ADV
ijassa-761	128	2	,	,	PUNCT
ijassa-761	128	3	these	these	DET
ijassa-761	128	4	factors	factor	NOUN
ijassa-761	128	5	are	be	AUX
ijassa-761	128	6	considered	consider	VERB
ijassa-761	128	7	as	as	ADP
ijassa-761	128	8	heterogeneous	heterogeneous	ADJ
ijassa-761	128	9	,	,	PUNCT
ijassa-761	128	10	thus	thus	ADV
ijassa-761	128	11	,	,	PUNCT
ijassa-761	128	12	the	the	DET
ijassa-761	128	13	user	user	NOUN
ijassa-761	128	14	is	be	AUX
ijassa-761	128	15	also	also	ADV
ijassa-761	128	16	selected	select	VERB
ijassa-761	128	17	from	from	ADP
ijassa-761	128	18	a	a	DET
ijassa-761	128	19	heterogeneous	heterogeneous	ADJ
ijassa-761	128	20	system.the	system.the	DET
ijassa-761	128	21	challenging	challenging	ADJ
ijassa-761	128	22	issue	issue	NOUN
ijassa-761	128	23	for	for	ADP
ijassa-761	128	24	the	the	DET
ijassa-761	128	25	schedulers	scheduler	NOUN
ijassa-761	128	26	in	in	ADP
ijassa-761	128	27	this	this	DET
ijassa-761	128	28	system	system	NOUN
ijassa-761	128	29	is	be	AUX
ijassa-761	128	30	the	the	DET
ijassa-761	128	31	arrival	arrival	NOUN
ijassa-761	128	32	rate	rate	NOUN
ijassa-761	128	33	of	of	ADP
ijassa-761	128	34	different	different	ADJ
ijassa-761	128	35	size	size	NOUN
ijassa-761	128	36	jobs	job	NOUN
ijassa-761	128	37	.	.	PUNCT
ijassa-761	129	1	based	base	VERB
ijassa-761	129	2	on	on	ADP
ijassa-761	129	3	the	the	DET
ijassa-761	129	4	challenges	challenge	NOUN
ijassa-761	129	5	,	,	PUNCT
ijassa-761	129	6	the	the	DET
ijassa-761	129	7	system	system	NOUN
ijassa-761	129	8	is	be	AUX
ijassa-761	129	9	classified	classify	VERB
ijassa-761	129	10	into	into	ADP
ijassa-761	129	11	three	three	NUM
ijassa-761	129	12	such	such	ADJ
ijassa-761	129	13	as	as	ADP
ijassa-761	129	14	heterogeneous	heterogeneous	ADJ
ijassa-761	129	15	-	-	PUNCT
ijassa-761	129	16	small	small	ADJ
ijassa-761	129	17	,	,	PUNCT
ijassa-761	129	18	heterogeneous	heterogeneous	ADJ
ijassa-761	129	19	-	-	PUNCT
ijassa-761	129	20	equal	equal	ADJ
ijassa-761	129	21	and	and	CCONJ
ijassa-761	129	22	heterogeneous	heterogeneous	ADJ
ijassa-761	129	23	-	-	PUNCT
ijassa-761	129	24	large	large	ADJ
ijassa-761	129	25	.	.	PUNCT
ijassa-761	130	1	if	if	SCONJ
ijassa-761	130	2	the	the	DET
ijassa-761	130	3	arrival	arrival	NOUN
ijassa-761	130	4	rate	rate	NOUN
ijassa-761	130	5	is	be	AUX
ijassa-761	130	6	high	high	ADJ
ijassa-761	130	7	for	for	ADP
ijassa-761	130	8	small	small	ADJ
ijassa-761	130	9	jobs	job	NOUN
ijassa-761	130	10	,	,	PUNCT
ijassa-761	130	11	then	then	ADV
ijassa-761	130	12	the	the	DET
ijassa-761	130	13	system	system	NOUN
ijassa-761	130	14	is	be	AUX
ijassa-761	130	15	classified	classify	VERB
ijassa-761	130	16	as	as	ADP
ijassa-761	130	17	heterogeneous	heterogeneous	ADJ
ijassa-761	130	18	-	-	PUNCT
ijassa-761	130	19	small	small	ADJ
ijassa-761	130	20	.	.	PUNCT
ijassa-761	131	1	if	if	SCONJ
ijassa-761	131	2	the	the	DET
ijassa-761	131	3	arrival	arrival	NOUN
ijassa-761	131	4	rate	rate	NOUN
ijassa-761	131	5	is	be	AUX
ijassa-761	131	6	equal	equal	ADJ
ijassa-761	131	7	for	for	ADP
ijassa-761	131	8	all	all	DET
ijassa-761	131	9	job	job	NOUN
ijassa-761	131	10	sizes	size	NOUN
ijassa-761	131	11	,	,	PUNCT
ijassa-761	131	12	then	then	ADV
ijassa-761	131	13	the	the	DET
ijassa-761	131	14	system	system	NOUN
ijassa-761	131	15	is	be	AUX
ijassa-761	131	16	classified	classify	VERB
ijassa-761	131	17	as	as	ADP
ijassa-761	131	18	heterogeneous	heterogeneous	ADJ
ijassa-761	131	19	-	-	PUNCT
ijassa-761	131	20	equal	equal	ADJ
ijassa-761	131	21	.	.	PUNCT
ijassa-761	132	1	if	if	SCONJ
ijassa-761	132	2	the	the	DET
ijassa-761	132	3	arrival	arrival	NOUN
ijassa-761	132	4	rate	rate	NOUN
ijassa-761	132	5	is	be	AUX
ijassa-761	132	6	high	high	ADJ
ijassa-761	132	7	for	for	ADP
ijassa-761	132	8	large	large	ADJ
ijassa-761	132	9	jobs	job	NOUN
ijassa-761	132	10	,	,	PUNCT
ijassa-761	132	11	then	then	ADV
ijassa-761	132	12	the	the	DET
ijassa-761	132	13	system	system	NOUN
ijassa-761	132	14	is	be	AUX
ijassa-761	132	15	classified	classify	VERB
ijassa-761	132	16	as	as	ADP
ijassa-761	132	17	heterogeneous	heterogeneous	ADJ
ijassa-761	132	18	-	-	PUNCT
ijassa-761	132	19	large	large	ADJ
ijassa-761	132	20	.	.	PUNCT
ijassa-761	133	1	due	due	ADP
ijassa-761	133	2	to	to	ADP
ijassa-761	133	3	the	the	DET
ijassa-761	133	4	resolving	resolve	VERB
ijassa-761	133	5	resource	resource	NOUN
ijassa-761	133	6	and	and	CCONJ
ijassa-761	133	7	job	job	NOUN
ijassa-761	133	8	mismatch	mismatch	NOUN
ijassa-761	133	9	problem	problem	NOUN
ijassa-761	133	10	schedulers	scheduler	NOUN
ijassa-761	133	11	algorithm	algorithm	PROPN
ijassa-761	133	12	,	,	PUNCT
ijassa-761	133	13	the	the	DET
ijassa-761	133	14	average	average	ADJ
ijassa-761	133	15	completion	completion	NOUN
ijassa-761	133	16	time	time	NOUN
ijassa-761	133	17	is	be	AUX
ijassa-761	133	18	intended	intend	VERB
ijassa-761	133	19	to	to	PART
ijassa-761	133	20	be	be	AUX
ijassa-761	133	21	improved	improve	VERB
ijassa-761	133	22	in	in	ADP
ijassa-761	133	23	all	all	DET
ijassa-761	133	24	three	three	NUM
ijassa-761	133	25	heterogeneous	heterogeneous	ADJ
ijassa-761	133	26	systems	system	NOUN
ijassa-761	133	27	using	use	VERB
ijassa-761	133	28	the	the	DET
ijassa-761	133	29	proposed	propose	VERB
ijassa-761	133	30	architecture	architecture	NOUN
ijassa-761	133	31	.	.	PUNCT
ijassa-761	134	1	in	in	ADP
ijassa-761	134	2	the	the	DET
ijassa-761	134	3	proposed	propose	VERB
ijassa-761	134	4	method	method	NOUN
ijassa-761	134	5	,	,	PUNCT
ijassa-761	134	6	the	the	DET
ijassa-761	134	7	modules	module	NOUN
ijassa-761	134	8	are	be	AUX
ijassa-761	134	9	divided	divide	VERB
ijassa-761	134	10	into	into	ADP
ijassa-761	134	11	three	three	NUM
ijassa-761	134	12	sectionsas	sectionsas	PROPN
ijassa-761	134	13	follows	follow	VERB
ijassa-761	134	14	:	:	PUNCT
ijassa-761	134	15			NOUN
ijassa-761	134	16	query	query	NOUN
ijassa-761	134	17	process	process	NOUN
ijassa-761	134	18			NOUN
ijassa-761	134	19	three	three	NUM
ijassa-761	134	20	different	different	ADJ
ijassa-761	134	21	queries	query	NOUN
ijassa-761	134	22			VERB
ijassa-761	134	23	sub	sub	NOUN
ijassa-761	134	24	-	-	ADJ
ijassa-761	134	25	query	query	ADJ
ijassa-761	134	26	the	the	DET
ijassa-761	134	27	processes	process	NOUN
ijassa-761	134	28	involved	involve	VERB
ijassa-761	134	29	in	in	ADP
ijassa-761	134	30	the	the	DET
ijassa-761	134	31	proposed	propose	VERB
ijassa-761	134	32	heterogeneous	heterogeneous	ADJ
ijassa-761	134	33	platform	platform	NOUN
ijassa-761	134	34	of	of	ADP
ijassa-761	134	35	medical	medical	ADJ
ijassa-761	134	36	big	big	ADJ
ijassa-761	134	37	data	datum	NOUN
ijassa-761	134	38	is	be	AUX
ijassa-761	134	39	illustrated	illustrate	VERB
ijassa-761	134	40	in	in	ADP
ijassa-761	134	41	the	the	DET
ijassa-761	134	42	figure	figure	NOUN
ijassa-761	134	43	below	below	ADV
ijassa-761	134	44	.	.	PUNCT
ijassa-761	135	1	20	20	NUM
ijassa-761	135	2	ekhlas	ekhla	NOUN
ijassa-761	135	3	k.	k.	PROPN
ijassa-761	135	4	hamza	hamza	PROPN
ijassa-761	135	5	copyright	copyright	PROPN
ijassa-761	135	6	©	©	PROPN
ijassa-761	135	7	2020	2020	NUM
ijassa-761	135	8	assa	assa	PROPN
ijassa-761	135	9	adv	adv	PROPN
ijassa-761	135	10	.	.	PUNCT
ijassa-761	136	1	in	in	ADP
ijassa-761	136	2	systems	system	NOUN
ijassa-761	136	3	science	science	NOUN
ijassa-761	136	4	and	and	CCONJ
ijassa-761	136	5	appl	appl	NOUN
ijassa-761	136	6	.	.	PUNCT
ijassa-761	137	1	(	(	PUNCT
ijassa-761	137	2	2020	2020	NUM
ijassa-761	137	3	)	)	PUNCT
ijassa-761	137	4	fig	fig	NOUN
ijassa-761	137	5	.	.	PUNCT
ijassa-761	138	1	5	5	X
ijassa-761	138	2	.	.	X
ijassa-761	138	3	processes	process	NOUN
ijassa-761	138	4	flow	flow	NOUN
ijassa-761	138	5	diagram	diagram	NOUN
ijassa-761	138	6	of	of	ADP
ijassa-761	138	7	heterogeneous	heterogeneous	ADJ
ijassa-761	138	8	environment	environment	NOUN
ijassa-761	138	9	enhancing	enhance	VERB
ijassa-761	138	10	hadoop	hadoop	NOUN
ijassa-761	138	11	performance	performance	NOUN
ijassa-761	138	12	in	in	ADP
ijassa-761	138	13	homogenous	homogenous	ADJ
ijassa-761	138	14	and	and	CCONJ
ijassa-761	138	15	heterogeneous	heterogeneous	ADJ
ijassa-761	138	16	big	big	ADJ
ijassa-761	138	17	data	datum	NOUN
ijassa-761	138	18	environments	environment	NOUN
ijassa-761	138	19	by	by	ADP
ijassa-761	138	20	dynamic	dynamic	ADJ
ijassa-761	138	21	slot	slot	NOUN
ijassa-761	138	22	configuration	configuration	NOUN
ijassa-761	138	23	21	21	NUM
ijassa-761	138	24	copyright	copyright	NOUN
ijassa-761	138	25	©	©	PROPN
ijassa-761	138	26	2020	2020	NUM
ijassa-761	138	27	assa	assa	PROPN
ijassa-761	138	28	adv	adv	PROPN
ijassa-761	138	29	.	.	PUNCT
ijassa-761	139	1	in	in	ADP
ijassa-761	139	2	systems	system	NOUN
ijassa-761	139	3	science	science	NOUN
ijassa-761	139	4	and	and	CCONJ
ijassa-761	139	5	appl	appl	NOUN
ijassa-761	139	6	.	.	PUNCT
ijassa-761	140	1	(	(	PUNCT
ijassa-761	140	2	2020	2020	NUM
ijassa-761	140	3	)	)	PUNCT
ijassa-761	140	4	the	the	DET
ijassa-761	140	5	implementation	implementation	NOUN
ijassa-761	140	6	of	of	ADP
ijassa-761	140	7	the	the	DET
ijassa-761	140	8	heterogeneous	heterogeneous	ADJ
ijassa-761	140	9	part	part	NOUN
ijassa-761	140	10	of	of	ADP
ijassa-761	140	11	the	the	DET
ijassa-761	140	12	proposed	propose	VERB
ijassa-761	140	13	architecture	architecture	NOUN
ijassa-761	140	14	methodology	methodology	NOUN
ijassa-761	140	15	is	be	AUX
ijassa-761	140	16	depicted	depict	VERB
ijassa-761	140	17	from	from	ADP
ijassa-761	140	18	the	the	DET
ijassa-761	140	19	clients	client	NOUN
ijassa-761	140	20	’	’	PART
ijassa-761	140	21	enquiry	enquiry	NOUN
ijassa-761	140	22	side	side	NOUN
ijassa-761	140	23	as	as	ADV
ijassa-761	140	24	well	well	ADV
ijassa-761	140	25	as	as	ADP
ijassa-761	140	26	the	the	DET
ijassa-761	140	27	distributed	distribute	VERB
ijassa-761	140	28	servers	server	NOUN
ijassa-761	140	29	’	'	PUNCT
ijassa-761	140	30	side	side	NOUN
ijassa-761	140	31	,	,	PUNCT
ijassa-761	140	32	as	as	SCONJ
ijassa-761	140	33	shown	show	VERB
ijassa-761	140	34	infigures	infigure	NOUN
ijassa-761	140	35	6	6	NUM
ijassa-761	140	36	and	and	CCONJ
ijassa-761	140	37	7	7	NUM
ijassa-761	140	38	.	.	X
ijassa-761	140	39	fig	fig	NOUN
ijassa-761	140	40	.	.	PUNCT
ijassa-761	141	1	6	6	X
ijassa-761	141	2	.	.	X
ijassa-761	141	3	client	client	NOUN
ijassa-761	141	4	query	query	NOUN
ijassa-761	141	5	from	from	ADP
ijassa-761	141	6	heterogenous	heterogenous	ADJ
ijassa-761	141	7	distributed	distribute	VERB
ijassa-761	141	8	server	server	NOUN
ijassa-761	141	9	in	in	ADP
ijassa-761	141	10	medical	medical	ADJ
ijassa-761	141	11	big	big	ADJ
ijassa-761	141	12	cloud	cloud	PROPN
ijassa-761	141	13	environment	environment	NOUN
ijassa-761	141	14	fig	fig	NOUN
ijassa-761	141	15	.	.	PUNCT
ijassa-761	142	1	7	7	X
ijassa-761	142	2	.	.	NUM
ijassa-761	142	3	processed	process	VERB
ijassa-761	142	4	data	datum	NOUN
ijassa-761	142	5	from	from	ADP
ijassa-761	142	6	heterogenous	heterogenous	ADJ
ijassa-761	142	7	distributed	distribute	VERB
ijassa-761	142	8	servers	server	NOUN
ijassa-761	142	9	in	in	ADP
ijassa-761	142	10	medical	medical	ADJ
ijassa-761	142	11	big	big	ADJ
ijassa-761	142	12	cloud	cloud	PROPN
ijassa-761	142	13	environment	environment	NOUN
ijassa-761	142	14	3.3	3.3	NUM
ijassa-761	142	15	.	.	PUNCT
ijassa-761	143	1	makespan	makespan	ADV
ijassa-761	143	2	prediction	prediction	VERB
ijassa-761	143	3	the	the	DET
ijassa-761	143	4	proposed	propose	VERB
ijassa-761	143	5	algorithm	algorithm	NOUN
ijassa-761	143	6	tunable	tunable	NOUN
ijassa-761	143	7	slot	slot	NOUN
ijassa-761	143	8	configurations	configuration	NOUN
ijassa-761	143	9	for	for	ADP
ijassa-761	143	10	reduced	reduced	ADJ
ijassa-761	143	11	makespan	makespan	NOUN
ijassa-761	143	12	(	(	PUNCT
ijassa-761	143	13	tuscrd	tuscrd	NOUN
ijassa-761	143	14	)	)	PUNCT
ijassa-761	143	15	is	be	AUX
ijassa-761	143	16	used	use	VERB
ijassa-761	143	17	to	to	PART
ijassa-761	143	18	improve	improve	VERB
ijassa-761	143	19	the	the	DET
ijassa-761	143	20	performance	performance	NOUN
ijassa-761	143	21	of	of	ADP
ijassa-761	143	22	a	a	DET
ijassa-761	143	23	batch	batch	NOUN
ijassa-761	143	24	of	of	ADP
ijassa-761	143	25	mapreduce	mapreduce	NOUN
ijassa-761	143	26	jobs	job	NOUN
ijassa-761	143	27	by	by	ADP
ijassa-761	143	28	adjusting	adjust	VERB
ijassa-761	143	29	a	a	DET
ijassa-761	143	30	basic	basic	ADJ
ijassa-761	143	31	system	system	NOUN
ijassa-761	143	32	parameter	parameter	NOUN
ijassa-761	143	33	with	with	ADP
ijassa-761	143	34	the	the	DET
ijassa-761	143	35	objective	objective	NOUN
ijassa-761	143	36	of	of	ADP
ijassa-761	143	37	the	the	DET
ijassa-761	143	38	proposed	propose	VERB
ijassa-761	143	39	system	system	NOUN
ijassa-761	143	40	.	.	PUNCT
ijassa-761	144	1	the	the	DET
ijassa-761	144	2	significant	significant	ADJ
ijassa-761	144	3	challenge	challenge	NOUN
ijassa-761	144	4	available	available	ADJ
ijassa-761	144	5	in	in	ADP
ijassa-761	144	6	the	the	DET
ijassa-761	144	7	cloud	cloud	NOUN
ijassa-761	144	8	is	be	AUX
ijassa-761	144	9	a	a	DET
ijassa-761	144	10	prediction	prediction	NOUN
ijassa-761	144	11	of	of	ADP
ijassa-761	144	12	makespan	makespan	NOUN
ijassa-761	144	13	.	.	PUNCT
ijassa-761	145	1	the	the	DET
ijassa-761	145	2	three	three	NUM
ijassa-761	145	3	modules	module	NOUN
ijassa-761	145	4	involved	involve	VERB
ijassa-761	145	5	in	in	ADP
ijassa-761	145	6	the	the	DET
ijassa-761	145	7	makespan	makespan	ADJ
ijassa-761	145	8	prediction	prediction	NOUN
ijassa-761	145	9	are	be	AUX
ijassa-761	145	10	described	describe	VERB
ijassa-761	145	11	below	below	ADP
ijassa-761	145	12	:	:	PUNCT
ijassa-761	145	13			NOUN
ijassa-761	145	14	launch	launch	VERB
ijassa-761	145	15	a	a	DET
ijassa-761	145	16	hadoop	hadoop	NOUN
ijassa-761	145	17	cluster	cluster	NOUN
ijassa-761	145	18			NOUN
ijassa-761	145	19	tuning	tune	VERB
ijassa-761	145	20	the	the	DET
ijassa-761	145	21	slot	slot	NOUN
ijassa-761	145	22	assignment	assignment	NOUN
ijassa-761	145	23			NOUN
ijassa-761	145	24	tunable	tunable	NOUN
ijassa-761	145	25	slot	slot	NOUN
ijassa-761	145	26	configurations	configuration	NOUN
ijassa-761	145	27	for	for	ADP
ijassa-761	145	28	reduced	reduced	ADJ
ijassa-761	145	29	makespan	makespan	NOUN
ijassa-761	145	30	(	(	PUNCT
ijassa-761	145	31	tuscrd	tuscrd	NOUN
ijassa-761	145	32	)	)	PUNCT
ijassa-761	145	33	under	under	ADP
ijassa-761	145	34	fifo	fifo	PROPN
ijassa-761	145	35	a	a	DET
ijassa-761	145	36	classic	classic	ADJ
ijassa-761	145	37	hadoop	hadoop	NOUN
ijassa-761	145	38	cluster	cluster	NOUN
ijassa-761	145	39	consists	consist	VERB
ijassa-761	145	40	of	of	ADP
ijassa-761	145	41	multiple	multiple	ADJ
ijassa-761	145	42	slave	slave	NOUN
ijassa-761	145	43	nodes	node	NOUN
ijassa-761	145	44	and	and	CCONJ
ijassa-761	145	45	a	a	DET
ijassa-761	145	46	single	single	ADJ
ijassa-761	145	47	master	master	NOUN
ijassa-761	145	48	node	node	NOUN
ijassa-761	145	49	.	.	PUNCT
ijassa-761	146	1	the	the	DET
ijassa-761	146	2	master	master	PROPN
ijassa-761	146	3	node	node	NOUN
ijassa-761	146	4	executes	execute	VERB
ijassa-761	146	5	the	the	DET
ijassa-761	146	6	jobtracker	jobtracker	NOUN
ijassa-761	146	7	section	section	NOUN
ijassa-761	146	8	,	,	PUNCT
ijassa-761	146	9	which	which	PRON
ijassa-761	146	10	acts	act	VERB
ijassa-761	146	11	for	for	ADP
ijassa-761	146	12	the	the	DET
ijassa-761	146	13	scheduling	scheduling	NOUN
ijassa-761	146	14	jobs	job	NOUN
ijassa-761	146	15	along	along	ADP
ijassa-761	146	16	with	with	ADP
ijassa-761	146	17	22	22	NUM
ijassa-761	146	18	ekhlas	ekhla	NOUN
ijassa-761	146	19	k.	k.	PROPN
ijassa-761	146	20	hamza	hamza	PROPN
ijassa-761	147	1	copyright	copyright	PROPN
ijassa-761	147	2	©	©	PROPN
ijassa-761	147	3	2020	2020	NUM
ijassa-761	147	4	assa	assa	PROPN
ijassa-761	147	5	adv	adv	PROPN
ijassa-761	147	6	.	.	PUNCT
ijassa-761	148	1	in	in	ADP
ijassa-761	148	2	systems	system	NOUN
ijassa-761	148	3	science	science	NOUN
ijassa-761	148	4	and	and	CCONJ
ijassa-761	148	5	appl	appl	NOUN
ijassa-761	148	6	.	.	PUNCT
ijassa-761	149	1	(	(	PUNCT
ijassa-761	149	2	2020	2020	NUM
ijassa-761	149	3	)	)	PUNCT
ijassa-761	149	4	coordination	coordination	NOUN
ijassa-761	149	5	between	between	ADP
ijassa-761	149	6	each	each	DET
ijassa-761	149	7	job	job	NOUN
ijassa-761	149	8	’s	’s	PART
ijassa-761	149	9	executions	execution	NOUN
ijassa-761	149	10	of	of	ADP
ijassa-761	149	11	tasks	task	NOUN
ijassa-761	149	12	.	.	PUNCT
ijassa-761	150	1	each	each	DET
ijassa-761	150	2	slave	slave	NOUN
ijassa-761	150	3	node	node	NOUN
ijassa-761	150	4	executes	execute	VERB
ijassa-761	150	5	the	the	DET
ijassa-761	150	6	tasktracker	tasktracker	NOUN
ijassa-761	150	7	part	part	NOUN
ijassa-761	150	8	from	from	ADP
ijassa-761	150	9	the	the	DET
ijassa-761	150	10	architecture	architecture	NOUN
ijassa-761	150	11	for	for	ADP
ijassa-761	150	12	hosting	host	VERB
ijassa-761	150	13	the	the	DET
ijassa-761	150	14	execution	execution	NOUN
ijassa-761	150	15	of	of	ADP
ijassa-761	150	16	mapreduce	mapreduce	PROPN
ijassa-761	150	17	jobs	job	NOUN
ijassa-761	150	18	.	.	PUNCT
ijassa-761	151	1	the	the	DET
ijassa-761	151	2	task	task	NOUN
ijassa-761	151	3	is	be	AUX
ijassa-761	151	4	stored	store	VERB
ijassa-761	151	5	as	as	ADP
ijassa-761	151	6	input	input	NOUN
ijassa-761	151	7	data	datum	NOUN
ijassa-761	151	8	in	in	ADP
ijassa-761	151	9	the	the	DET
ijassa-761	151	10	data	datum	NOUN
ijassa-761	151	11	node	node	NOUN
ijassa-761	151	12	,	,	PUNCT
ijassa-761	151	13	which	which	PRON
ijassa-761	151	14	is	be	AUX
ijassa-761	151	15	derived	derive	VERB
ijassa-761	151	16	as	as	ADP
ijassa-761	151	17	local	local	ADJ
ijassa-761	151	18	whereas	whereas	SCONJ
ijassa-761	151	19	the	the	DET
ijassa-761	151	20	remote	remote	NOUN
ijassa-761	151	21	is	be	AUX
ijassa-761	151	22	denoted	denote	VERB
ijassa-761	151	23	by	by	ADP
ijassa-761	151	24	storing	store	VERB
ijassa-761	151	25	all	all	DET
ijassa-761	151	26	the	the	DET
ijassa-761	151	27	tasks	task	NOUN
ijassa-761	151	28	in	in	ADP
ijassa-761	151	29	another	another	DET
ijassa-761	151	30	node	node	NOUN
ijassa-761	151	31	.	.	PUNCT
ijassa-761	152	1	if	if	SCONJ
ijassa-761	152	2	the	the	DET
ijassa-761	152	3	data	datum	NOUN
ijassa-761	152	4	nodes	node	NOUN
ijassa-761	152	5	are	be	AUX
ijassa-761	152	6	unknown	unknown	ADJ
ijassa-761	152	7	,	,	PUNCT
ijassa-761	152	8	then	then	ADV
ijassa-761	152	9	the	the	DET
ijassa-761	152	10	reduce	reduce	NOUN
ijassa-761	152	11	tasks	task	NOUN
ijassa-761	152	12	are	be	AUX
ijassa-761	152	13	considered	consider	VERB
ijassa-761	152	14	as	as	ADP
ijassa-761	152	15	remote	remote	ADJ
ijassa-761	152	16	on	on	ADP
ijassa-761	152	17	all	all	DET
ijassa-761	152	18	nodes	node	NOUN
ijassa-761	152	19	and	and	CCONJ
ijassa-761	152	20	map	map	VERB
ijassa-761	152	21	tasks	task	NOUN
ijassa-761	152	22	are	be	AUX
ijassa-761	152	23	considered	consider	VERB
ijassa-761	152	24	as	as	ADP
ijassa-761	152	25	scheduler	scheduler	NOUN
ijassa-761	152	26	on	on	ADP
ijassa-761	152	27	the	the	DET
ijassa-761	152	28	input	input	NOUN
ijassa-761	152	29	node	node	NOUN
ijassa-761	152	30	.	.	PUNCT
ijassa-761	153	1	every	every	DET
ijassa-761	153	2	task	task	NOUN
ijassa-761	153	3	is	be	AUX
ijassa-761	153	4	non	non	ADJ
ijassa-761	153	5	-	-	ADJ
ijassa-761	153	6	preemptable	preemptable	ADJ
ijassa-761	153	7	and	and	CCONJ
ijassa-761	153	8	shares	share	VERB
ijassa-761	153	9	the	the	DET
ijassa-761	153	10	same	same	ADJ
ijassa-761	153	11	deadline	deadline	NOUN
ijassa-761	153	12	and	and	CCONJ
ijassa-761	153	13	release	release	VERB
ijassa-761	153	14	time	time	NOUN
ijassa-761	153	15	as	as	ADP
ijassa-761	153	16	its	its	PRON
ijassa-761	153	17	job	job	NOUN
ijassa-761	153	18	.	.	PUNCT
ijassa-761	154	1	initially	initially	ADV
ijassa-761	154	2	,	,	PUNCT
ijassa-761	154	3	the	the	DET
ijassa-761	154	4	system	system	NOUN
ijassa-761	154	5	model	model	NOUN
ijassa-761	154	6	is	be	AUX
ijassa-761	154	7	considered	consider	VERB
ijassa-761	154	8	without	without	ADP
ijassa-761	154	9	failure	failure	NOUN
ijassa-761	154	10	and	and	CCONJ
ijassa-761	154	11	with	with	ADP
ijassa-761	154	12	pipeline	pipeline	NOUN
ijassa-761	154	13	/	/	SYM
ijassa-761	154	14	speculative	speculative	ADJ
ijassa-761	154	15	execution	execution	NOUN
ijassa-761	154	16	.	.	PUNCT
ijassa-761	155	1	then	then	ADV
ijassa-761	155	2	,	,	PUNCT
ijassa-761	155	3	jobs	job	NOUN
ijassa-761	155	4	are	be	AUX
ijassa-761	155	5	submitted	submit	VERB
ijassa-761	155	6	continuously	continuously	ADV
ijassa-761	155	7	to	to	ADP
ijassa-761	155	8	the	the	DET
ijassa-761	155	9	cluster	cluster	NOUN
ijassa-761	155	10	and	and	CCONJ
ijassa-761	155	11	the	the	DET
ijassa-761	155	12	master	master	NOUN
ijassa-761	155	13	scheduler	scheduler	NOUN
ijassa-761	155	14	needs	need	VERB
ijassa-761	155	15	to	to	PART
ijassa-761	155	16	schedule	schedule	VERB
ijassa-761	155	17	their	their	PRON
ijassa-761	155	18	tasks	task	NOUN
ijassa-761	155	19	on	on	ADP
ijassa-761	155	20	the	the	DET
ijassa-761	155	21	slaves	slave	NOUN
ijassa-761	155	22	without	without	ADP
ijassa-761	155	23	prior	prior	ADJ
ijassa-761	155	24	knowledge	knowledge	NOUN
ijassa-761	155	25	of	of	ADP
ijassa-761	155	26	future	future	ADJ
ijassa-761	155	27	job	job	NOUN
ijassa-761	155	28	arrivals	arrival	NOUN
ijassa-761	155	29	.	.	PUNCT
ijassa-761	156	1	fig	fig	NOUN
ijassa-761	156	2	.	.	PUNCT
ijassa-761	157	1	8	8	NUM
ijassa-761	157	2	.	.	X
ijassa-761	157	3	flow	flow	NOUN
ijassa-761	157	4	diagram	diagram	NOUN
ijassa-761	157	5	of	of	ADP
ijassa-761	157	6	slot	slot	NOUN
ijassa-761	157	7	configurations	configuration	NOUN
ijassa-761	157	8	4	4	NUM
ijassa-761	157	9	.	.	PUNCT
ijassa-761	158	1	performance	performance	NOUN
ijassa-761	158	2	analysis	analysis	NOUN
ijassa-761	158	3	of	of	ADP
ijassa-761	158	4	homogenous	homogenous	ADJ
ijassa-761	158	5	hadoop	hadoop	NOUN
ijassa-761	158	6	submitted	submit	VERB
ijassa-761	158	7	jobs	job	NOUN
ijassa-761	158	8	makespan	makespan	ADV
ijassa-761	158	9	and	and	CCONJ
ijassa-761	158	10	resource	resource	NOUN
ijassa-761	158	11	utilization	utilization	NOUN
ijassa-761	158	12	are	be	AUX
ijassa-761	158	13	calculated	calculate	VERB
ijassa-761	158	14	once	once	ADV
ijassa-761	158	15	any	any	DET
ijassa-761	158	16	homogeneity	homogeneity	NOUN
ijassa-761	158	17	tasks	task	NOUN
ijassa-761	158	18	such	such	ADJ
ijassa-761	158	19	as	as	ADP
ijassa-761	158	20	line	line	NOUN
ijassa-761	158	21	indexer	indexer	NOUN
ijassa-761	158	22	,	,	PUNCT
ijassa-761	158	23	word	word	NOUN
ijassa-761	158	24	counting	counting	NOUN
ijassa-761	158	25	and	and	CCONJ
ijassa-761	158	26	classification	classification	NOUN
ijassa-761	158	27	are	be	AUX
ijassa-761	158	28	clicked	click	VERB
ijassa-761	158	29	or	or	CCONJ
ijassa-761	158	30	the	the	DET
ijassa-761	158	31	heterogeneity	heterogeneity	NOUN
ijassa-761	158	32	task	task	NOUN
ijassa-761	158	33	of	of	ADP
ijassa-761	158	34	enquiring	enquire	VERB
ijassa-761	158	35	about	about	ADP
ijassa-761	158	36	medical	medical	ADJ
ijassa-761	158	37	data	datum	NOUN
ijassa-761	158	38	from	from	ADP
ijassa-761	158	39	different	different	ADJ
ijassa-761	158	40	distributed	distribute	VERB
ijassa-761	158	41	servers	server	NOUN
ijassa-761	158	42	.	.	PUNCT
ijassa-761	159	1	figure	figure	NOUN
ijassa-761	159	2	9	9	NUM
ijassa-761	159	3	shows	show	VERB
ijassa-761	159	4	an	an	DET
ijassa-761	159	5	example	example	NOUN
ijassa-761	159	6	of	of	ADP
ijassa-761	159	7	the	the	DET
ijassa-761	159	8	makespan	makespan	NOUN
ijassa-761	159	9	and	and	CCONJ
ijassa-761	159	10	cpu	cpu	VERB
ijassa-761	159	11	processing	processing	NOUN
ijassa-761	159	12	time	time	NOUN
ijassa-761	159	13	as	as	ADV
ijassa-761	159	14	well	well	ADV
ijassa-761	159	15	as	as	ADP
ijassa-761	159	16	the	the	DET
ijassa-761	159	17	memory	memory	NOUN
ijassa-761	159	18	space	space	NOUN
ijassa-761	159	19	consumed	consume	VERB
ijassa-761	159	20	during	during	ADP
ijassa-761	159	21	processing	processing	NOUN
ijassa-761	159	22	.	.	PUNCT
ijassa-761	160	1	fig	fig	NOUN
ijassa-761	160	2	.	.	PUNCT
ijassa-761	161	1	9	9	X
ijassa-761	161	2	.	.	X
ijassa-761	161	3	evaluation	evaluation	NOUN
ijassa-761	161	4	of	of	ADP
ijassa-761	161	5	the	the	DET
ijassa-761	161	6	inverted	inverted	ADJ
ijassa-761	161	7	index	index	NOUN
ijassa-761	161	8	homogenous	homogenous	ADJ
ijassa-761	161	9	task	task	NOUN
ijassa-761	161	10	in	in	ADP
ijassa-761	161	11	term	term	NOUN
ijassa-761	161	12	of	of	ADP
ijassa-761	161	13	makepsan	makepsan	ADJ
ijassa-761	161	14	and	and	CCONJ
ijassa-761	161	15	processing	processing	NOUN
ijassa-761	161	16	time	time	NOUN
ijassa-761	161	17	enhancing	enhance	VERB
ijassa-761	161	18	hadoop	hadoop	NOUN
ijassa-761	161	19	performance	performance	NOUN
ijassa-761	161	20	in	in	ADP
ijassa-761	161	21	homogenous	homogenous	ADJ
ijassa-761	161	22	and	and	CCONJ
ijassa-761	161	23	heterogeneous	heterogeneous	ADJ
ijassa-761	161	24	big	big	ADJ
ijassa-761	161	25	data	datum	NOUN
ijassa-761	161	26	environments	environment	NOUN
ijassa-761	161	27	by	by	ADP
ijassa-761	161	28	dynamic	dynamic	ADJ
ijassa-761	161	29	slot	slot	NOUN
ijassa-761	161	30	configuration	configuration	NOUN
ijassa-761	161	31	23	23	NUM
ijassa-761	161	32	copyright	copyright	NOUN
ijassa-761	161	33	©	©	PROPN
ijassa-761	161	34	2020	2020	NUM
ijassa-761	161	35	assa	assa	PROPN
ijassa-761	161	36	adv	adv	PROPN
ijassa-761	161	37	.	.	PUNCT
ijassa-761	162	1	in	in	ADP
ijassa-761	162	2	systems	system	NOUN
ijassa-761	162	3	science	science	NOUN
ijassa-761	162	4	and	and	CCONJ
ijassa-761	162	5	appl	appl	NOUN
ijassa-761	162	6	.	.	PUNCT
ijassa-761	163	1	(	(	PUNCT
ijassa-761	163	2	2020	2020	NUM
ijassa-761	163	3	)	)	PUNCT
ijassa-761	163	4	table1explains	table1explain	VERB
ijassa-761	163	5	thecomparative	thecomparative	ADJ
ijassa-761	163	6	values	value	NOUN
ijassa-761	163	7	of	of	ADP
ijassa-761	163	8	makespan	makespan	NOUN
ijassa-761	163	9	between	between	ADP
ijassa-761	163	10	the	the	DET
ijassa-761	163	11	inverted	inverted	ADJ
ijassa-761	163	12	index	index	NOUN
ijassa-761	163	13	under	under	ADP
ijassa-761	163	14	tunable	tunable	ADJ
ijassa-761	163	15	slot	slot	NOUN
ijassa-761	163	16	configuration	configuration	NOUN
ijassa-761	163	17	and	and	CCONJ
ijassa-761	163	18	the	the	DET
ijassa-761	163	19	existing	exist	VERB
ijassa-761	163	20	system	system	NOUN
ijassa-761	163	21	.	.	PUNCT
ijassa-761	164	1	this	this	PRON
ijassa-761	164	2	shows	show	VERB
ijassa-761	164	3	that	that	SCONJ
ijassa-761	164	4	the	the	DET
ijassa-761	164	5	inverted	inverted	ADJ
ijassa-761	164	6	index	index	NOUN
ijassa-761	164	7	is	be	AUX
ijassa-761	164	8	slightly	slightly	ADV
ijassa-761	164	9	higher	high	ADJ
ijassa-761	164	10	compared	compare	VERB
ijassa-761	164	11	tothe	tothe	ADJ
ijassa-761	164	12	existing	exist	VERB
ijassa-761	164	13	system	system	NOUN
ijassa-761	164	14	as	as	SCONJ
ijassa-761	164	15	the	the	DET
ijassa-761	164	16	medical	medical	ADJ
ijassa-761	164	17	big	big	ADJ
ijassa-761	164	18	data	datum	NOUN
ijassa-761	164	19	are	be	AUX
ijassa-761	164	20	loaded	load	VERB
ijassa-761	164	21	from	from	ADP
ijassa-761	164	22	the	the	DET
ijassa-761	164	23	same	same	ADJ
ijassa-761	164	24	file	file	NOUN
ijassa-761	164	25	.	.	PUNCT
ijassa-761	165	1	table	table	NOUN
ijassa-761	165	2	1	1	NUM
ijassa-761	165	3	.	.	PUNCT
ijassa-761	165	4	performance	performance	NOUN
ijassa-761	165	5	of	of	ADP
ijassa-761	165	6	tunable	tunable	ADJ
ijassa-761	165	7	slot	slot	NOUN
ijassa-761	165	8	solution	solution	NOUN
ijassa-761	165	9	in	in	ADP
ijassa-761	165	10	hadoop	hadoop	NOUN
ijassa-761	165	11	homogenous	homogenous	ADJ
ijassa-761	165	12	inverted	inverted	ADJ
ijassa-761	165	13	task	task	NOUN
ijassa-761	165	14	on	on	ADP
ijassa-761	165	15	the	the	DET
ijassa-761	165	16	other	other	ADJ
ijassa-761	165	17	hand	hand	NOUN
ijassa-761	165	18	,	,	PUNCT
ijassa-761	165	19	tables	table	NOUN
ijassa-761	165	20	2	2	NUM
ijassa-761	165	21	and	and	CCONJ
ijassa-761	165	22	3	3	NUM
ijassa-761	165	23	show	show	VERB
ijassa-761	165	24	significant	significant	ADJ
ijassa-761	165	25	enhancements	enhancement	NOUN
ijassa-761	165	26	of	of	ADP
ijassa-761	165	27	reducing	reduce	VERB
ijassa-761	165	28	the	the	DET
ijassa-761	165	29	makespan	makespan	ADJ
ijassa-761	165	30	workload	workload	NOUN
ijassa-761	165	31	where	where	SCONJ
ijassa-761	165	32	the	the	DET
ijassa-761	165	33	medical	medical	ADJ
ijassa-761	165	34	big	big	ADJ
ijassa-761	165	35	data	datum	NOUN
ijassa-761	165	36	are	be	AUX
ijassa-761	165	37	loaded	load	VERB
ijassa-761	165	38	from	from	ADP
ijassa-761	165	39	different	different	ADJ
ijassa-761	165	40	distributed	distribute	VERB
ijassa-761	165	41	files	file	NOUN
ijassa-761	165	42	.	.	PUNCT
ijassa-761	166	1	table	table	NOUN
ijassa-761	166	2	2	2	NUM
ijassa-761	166	3	.	.	PUNCT
ijassa-761	166	4	performance	performance	NOUN
ijassa-761	166	5	of	of	ADP
ijassa-761	166	6	tunable	tunable	ADJ
ijassa-761	166	7	slot	slot	NOUN
ijassa-761	166	8	solution	solution	NOUN
ijassa-761	166	9	in	in	ADP
ijassa-761	166	10	hadoop	hadoop	NOUN
ijassa-761	166	11	classification	classification	NOUN
ijassa-761	166	12	table	table	NOUN
ijassa-761	166	13	3	3	NUM
ijassa-761	166	14	.	.	PUNCT
ijassa-761	166	15	performance	performance	NOUN
ijassa-761	166	16	of	of	ADP
ijassa-761	166	17	tunable	tunable	ADJ
ijassa-761	166	18	slot	slot	NOUN
ijassa-761	166	19	solution	solution	NOUN
ijassa-761	166	20	for	for	ADP
ijassa-761	166	21	word	word	NOUN
ijassa-761	166	22	count	count	NOUN
ijassa-761	166	23	it	it	PRON
ijassa-761	166	24	is	be	AUX
ijassa-761	166	25	clear	clear	ADJ
ijassa-761	166	26	even	even	ADV
ijassa-761	166	27	in	in	ADP
ijassa-761	166	28	the	the	DET
ijassa-761	166	29	homogenous	homogenous	ADJ
ijassa-761	166	30	hadoop	hadoop	NOUN
ijassa-761	166	31	big	big	ADJ
ijassa-761	166	32	data	datum	NOUN
ijassa-761	166	33	environment	environment	NOUN
ijassa-761	166	34	but	but	CCONJ
ijassa-761	166	35	when	when	SCONJ
ijassa-761	166	36	loading	load	VERB
ijassa-761	166	37	the	the	DET
ijassa-761	166	38	data	datum	NOUN
ijassa-761	166	39	from	from	ADP
ijassa-761	166	40	different	different	ADJ
ijassa-761	166	41	files	file	NOUN
ijassa-761	166	42	the	the	DET
ijassa-761	166	43	makespan	makespan	ADJ
ijassa-761	166	44	load	load	NOUN
ijassa-761	166	45	is	be	AUX
ijassa-761	166	46	reduced	reduce	VERB
ijassa-761	166	47	significantly	significantly	ADV
ijassa-761	166	48	.	.	PUNCT
ijassa-761	167	1	in	in	ADP
ijassa-761	167	2	the	the	DET
ijassa-761	167	3	second	second	ADJ
ijassa-761	167	4	part	part	NOUN
ijassa-761	167	5	of	of	ADP
ijassa-761	167	6	the	the	DET
ijassa-761	167	7	implementation	implementation	NOUN
ijassa-761	167	8	of	of	ADP
ijassa-761	167	9	the	the	DET
ijassa-761	167	10	tunable	tunable	ADJ
ijassa-761	167	11	slot	slot	NOUN
ijassa-761	167	12	configuration	configuration	NOUN
ijassa-761	167	13	of	of	ADP
ijassa-761	167	14	the	the	DET
ijassa-761	167	15	mapreduce	mapreduce	PROPN
ijassa-761	167	16	hadoop	hadoop	NOUN
ijassa-761	167	17	,	,	PUNCT
ijassa-761	167	18	the	the	DET
ijassa-761	167	19	environment	environment	NOUN
ijassa-761	167	20	considered	consider	VERB
ijassa-761	167	21	is	be	AUX
ijassa-761	167	22	heterogeneous	heterogeneous	ADJ
ijassa-761	167	23	medical	medical	ADJ
ijassa-761	167	24	big	big	ADJ
ijassa-761	167	25	data	datum	NOUN
ijassa-761	167	26	environment	environment	NOUN
ijassa-761	167	27	.	.	PUNCT
ijassa-761	168	1	in	in	ADP
ijassa-761	168	2	these	these	DET
ijassa-761	168	3	cases	case	NOUN
ijassa-761	168	4	,	,	PUNCT
ijassa-761	168	5	the	the	DET
ijassa-761	168	6	end	end	NOUN
ijassa-761	168	7	-	-	PUNCT
ijassa-761	168	8	clients	client	NOUN
ijassa-761	168	9	can	can	AUX
ijassa-761	168	10	have	have	VERB
ijassa-761	168	11	different	different	ADJ
ijassa-761	168	12	specific	specific	ADJ
ijassa-761	168	13	enquiries	enquiry	NOUN
ijassa-761	168	14	and	and	CCONJ
ijassa-761	168	15	the	the	DET
ijassa-761	168	16	data	datum	NOUN
ijassa-761	168	17	are	be	AUX
ijassa-761	168	18	loaded	load	VERB
ijassa-761	168	19	and	and	CCONJ
ijassa-761	168	20	processed	process	VERB
ijassa-761	168	21	in	in	ADP
ijassa-761	168	22	different	different	ADJ
ijassa-761	168	23	distributed	distribute	VERB
ijassa-761	168	24	servers.thereafter	servers.thereafter	NOUN
ijassa-761	168	25	,	,	PUNCT
ijassa-761	168	26	the	the	DET
ijassa-761	168	27	makespan	makespan	ADJ
ijassa-761	168	28	workload	workload	NOUN
ijassa-761	168	29	and	and	CCONJ
ijassa-761	168	30	resources	resource	VERB
ijassa-761	168	31	utilization	utilization	NOUN
ijassa-761	168	32	in	in	ADP
ijassa-761	168	33	terms	term	NOUN
ijassa-761	168	34	of	of	ADP
ijassa-761	168	35	cpu	cpu	NOUN
ijassa-761	168	36	processing	processing	NOUN
ijassa-761	168	37	and	and	CCONJ
ijassa-761	168	38	memory	memory	NOUN
ijassa-761	168	39	space	space	NOUN
ijassa-761	168	40	are	be	AUX
ijassa-761	168	41	determined	determine	VERB
ijassa-761	168	42	,	,	PUNCT
ijassa-761	168	43	as	as	SCONJ
ijassa-761	168	44	shown	show	VERB
ijassa-761	168	45	in	in	ADP
ijassa-761	168	46	the	the	DET
ijassa-761	168	47	following	follow	VERB
ijassa-761	168	48	figure	figure	NOUN
ijassa-761	168	49	.	.	PUNCT
ijassa-761	169	1	24	24	NUM
ijassa-761	169	2	ekhlas	ekhla	NOUN
ijassa-761	169	3	k.	k.	PROPN
ijassa-761	169	4	hamza	hamza	PROPN
ijassa-761	170	1	copyright	copyright	PROPN
ijassa-761	170	2	©	©	PROPN
ijassa-761	170	3	2020	2020	NUM
ijassa-761	170	4	assa	assa	PROPN
ijassa-761	170	5	adv	adv	PROPN
ijassa-761	170	6	.	.	PUNCT
ijassa-761	171	1	in	in	ADP
ijassa-761	171	2	systems	system	NOUN
ijassa-761	171	3	science	science	NOUN
ijassa-761	171	4	and	and	CCONJ
ijassa-761	171	5	appl	appl	NOUN
ijassa-761	171	6	.	.	PUNCT
ijassa-761	172	1	(	(	PUNCT
ijassa-761	172	2	2020	2020	NUM
ijassa-761	172	3	)	)	PUNCT
ijassa-761	172	4	fig	fig	NOUN
ijassa-761	172	5	.	.	PUNCT
ijassa-761	173	1	10	10	NUM
ijassa-761	173	2	.	.	PUNCT
ijassa-761	173	3	client	client	NOUN
ijassa-761	173	4	query	query	NOUN
ijassa-761	173	5	from	from	ADP
ijassa-761	173	6	heterogenous	heterogenous	ADJ
ijassa-761	173	7	distributed	distribute	VERB
ijassa-761	173	8	server	server	NOUN
ijassa-761	173	9	workload	workload	NOUN
ijassa-761	173	10	and	and	CCONJ
ijassa-761	173	11	resources	resource	NOUN
ijassa-761	173	12	utilization	utilization	NOUN
ijassa-761	173	13	table4	table4	NOUN
ijassa-761	173	14	below	below	ADV
ijassa-761	173	15	shows	show	VERB
ijassa-761	173	16	that	that	SCONJ
ijassa-761	173	17	the	the	DET
ijassa-761	173	18	workload	workload	NOUN
ijassa-761	173	19	significantly	significantly	ADV
ijassa-761	173	20	reduces	reduce	VERB
ijassa-761	173	21	,	,	PUNCT
ijassa-761	173	22	in	in	ADP
ijassa-761	173	23	case	case	NOUN
ijassa-761	173	24	of	of	ADP
ijassa-761	173	25	loading	load	VERB
ijassa-761	173	26	the	the	DET
ijassa-761	173	27	data	datum	NOUN
ijassa-761	173	28	from	from	ADP
ijassa-761	173	29	heterogeneous	heterogeneous	ADJ
ijassa-761	173	30	distributed	distribute	VERB
ijassa-761	173	31	files	file	NOUN
ijassa-761	173	32	from	from	ADP
ijassa-761	173	33	distributed	distribute	VERB
ijassa-761	173	34	servers	server	NOUN
ijassa-761	173	35	with	with	ADP
ijassa-761	173	36	the	the	DET
ijassa-761	173	37	proposed	propose	VERB
ijassa-761	173	38	technique	technique	NOUN
ijassa-761	173	39	of	of	ADP
ijassa-761	173	40	tunable	tunable	ADJ
ijassa-761	173	41	slot	slot	NOUN
ijassa-761	173	42	configuration	configuration	NOUN
ijassa-761	173	43	for	for	ADP
ijassa-761	173	44	the	the	DET
ijassa-761	173	45	hadoop	hadoop	NOUN
ijassa-761	173	46	mapreduce	mapreduce	NOUN
ijassa-761	173	47	platform	platform	NOUN
ijassa-761	173	48	of	of	ADP
ijassa-761	173	49	processing	process	VERB
ijassa-761	173	50	the	the	DET
ijassa-761	173	51	big	big	ADJ
ijassa-761	173	52	data	datum	NOUN
ijassa-761	173	53	.	.	PUNCT
ijassa-761	174	1	table	table	NOUN
ijassa-761	174	2	4	4	NUM
ijassa-761	174	3	.	.	PUNCT
ijassa-761	175	1	makespan	makespan	ADV
ijassa-761	175	2	work	work	NOUN
ijassa-761	175	3	load	load	VERB
ijassa-761	175	4	analysis	analysis	NOUN
ijassa-761	175	5	of	of	ADP
ijassa-761	175	6	answering	answer	VERB
ijassa-761	175	7	end	end	NOUN
ijassa-761	175	8	-	-	PUNCT
ijassa-761	175	9	client	client	NOUN
ijassa-761	175	10	enquires	enquire	NOUN
ijassa-761	175	11	from	from	ADP
ijassa-761	175	12	heterogeneous	heterogeneous	ADJ
ijassa-761	175	13	hadoop	hadoop	NOUN
ijassa-761	175	14	big	big	ADJ
ijassa-761	175	15	data	datum	NOUN
ijassa-761	175	16	environment	environment	NOUN
ijassa-761	175	17	.	.	PUNCT
ijassa-761	176	1	in	in	ADP
ijassa-761	176	2	brief	brief	NOUN
ijassa-761	176	3	from	from	ADP
ijassa-761	176	4	the	the	DET
ijassa-761	176	5	presented	present	VERB
ijassa-761	176	6	data	data	NOUN
ijassa-761	176	7	analysis	analysis	NOUN
ijassa-761	176	8	,	,	PUNCT
ijassa-761	176	9	it	it	PRON
ijassa-761	176	10	clearly	clearly	ADV
ijassa-761	176	11	shows	show	VERB
ijassa-761	176	12	that	that	SCONJ
ijassa-761	176	13	allowing	allow	VERB
ijassa-761	176	14	the	the	DET
ijassa-761	176	15	slot	slot	NOUN
ijassa-761	176	16	between	between	ADP
ijassa-761	176	17	map	map	NOUN
ijassa-761	176	18	and	and	CCONJ
ijassa-761	176	19	reduce	reduce	VERB
ijassa-761	176	20	processes	process	NOUN
ijassa-761	176	21	to	to	PART
ijassa-761	176	22	be	be	AUX
ijassa-761	176	23	tunable	tunable	ADJ
ijassa-761	176	24	under	under	ADP
ijassa-761	176	25	certain	certain	ADJ
ijassa-761	176	26	scheduling	scheduling	NOUN
ijassa-761	176	27	algorithm	algorithm	NOUN
ijassa-761	176	28	in	in	ADP
ijassa-761	176	29	hadoop	hadoop	NOUN
ijassa-761	176	30	big	big	ADJ
ijassa-761	176	31	data	datum	NOUN
ijassa-761	176	32	environment	environment	NOUN
ijassa-761	176	33	,	,	PUNCT
ijassa-761	176	34	will	will	AUX
ijassa-761	176	35	result	result	VERB
ijassa-761	176	36	in	in	ADP
ijassa-761	176	37	significant	significant	ADJ
ijassa-761	176	38	workload	workload	NOUN
ijassa-761	176	39	reduction	reduction	NOUN
ijassa-761	176	40	and	and	CCONJ
ijassa-761	176	41	computational	computational	ADJ
ijassa-761	176	42	resources	resource	NOUN
ijassa-761	176	43	utilization	utilization	NOUN
ijassa-761	176	44	,	,	PUNCT
ijassa-761	176	45	especially	especially	ADV
ijassa-761	176	46	when	when	SCONJ
ijassa-761	176	47	the	the	DET
ijassa-761	176	48	heterogeneity	heterogeneity	NOUN
ijassa-761	176	49	level	level	NOUN
ijassa-761	176	50	increased	increase	VERB
ijassa-761	176	51	when	when	SCONJ
ijassa-761	176	52	loading	load	VERB
ijassa-761	176	53	the	the	DET
ijassa-761	176	54	data	datum	NOUN
ijassa-761	176	55	from	from	ADP
ijassa-761	176	56	different	different	ADJ
ijassa-761	176	57	distributed	distribute	VERB
ijassa-761	176	58	files	file	NOUN
ijassa-761	176	59	and	and	CCONJ
ijassa-761	176	60	servers	server	NOUN
ijassa-761	176	61	.	.	PUNCT
ijassa-761	177	1	recent	recent	ADJ
ijassa-761	177	2	researchers	researcher	NOUN
ijassa-761	177	3	[	[	X
ijassa-761	177	4	16	16	NUM
ijassa-761	177	5	-	-	SYM
ijassa-761	177	6	21	21	NUM
ijassa-761	177	7	]	]	PUNCT
ijassa-761	177	8	have	have	AUX
ijassa-761	177	9	been	be	AUX
ijassa-761	177	10	presented	present	VERB
ijassa-761	177	11	relating	relate	VERB
ijassa-761	177	12	to	to	ADP
ijassa-761	177	13	the	the	DET
ijassa-761	177	14	big	big	ADJ
ijassa-761	177	15	data	data	PROPN
ijassa-761	177	16	mobile	mobile	NOUN
ijassa-761	177	17	network	network	NOUN
ijassa-761	177	18	.	.	PUNCT
ijassa-761	178	1	they	they	PRON
ijassa-761	178	2	have	have	AUX
ijassa-761	178	3	discussed	discuss	VERB
ijassa-761	178	4	the	the	DET
ijassa-761	178	5	ultimate	ultimate	ADJ
ijassa-761	178	6	research	research	NOUN
ijassa-761	178	7	of	of	ADP
ijassa-761	178	8	wireless	wireless	ADJ
ijassa-761	178	9	classifications	classification	NOUN
ijassa-761	178	10	for	for	ADP
ijassa-761	178	11	big	big	ADJ
ijassa-761	178	12	data	datum	NOUN
ijassa-761	178	13	in	in	ADP
ijassa-761	178	14	the	the	DET
ijassa-761	178	15	structure	structure	NOUN
ijassa-761	178	16	of	of	ADP
ijassa-761	178	17	a	a	DET
ijassa-761	178	18	smart	smart	ADJ
ijassa-761	178	19	factory	factory	NOUN
ijassa-761	178	20	,	,	PUNCT
ijassa-761	178	21	which	which	PRON
ijassa-761	178	22	are	be	AUX
ijassa-761	178	23	a	a	DET
ijassa-761	178	24	)	)	PUNCT
ijassa-761	178	25	mobile	mobile	ADJ
ijassa-761	178	26	nodes	node	NOUN
ijassa-761	178	27	and	and	CCONJ
ijassa-761	178	28	b	b	X
ijassa-761	178	29	)	)	PUNCT
ijassa-761	178	30	animatedly	animatedly	ADV
ijassa-761	178	31	changing	change	VERB
ijassa-761	178	32	heavy	heavy	ADJ
ijassa-761	178	33	traffic	traffic	NOUN
ijassa-761	178	34	load	load	NOUN
ijassa-761	178	35	.	.	PUNCT
ijassa-761	179	1	these	these	PRON
ijassa-761	179	2	can	can	AUX
ijassa-761	179	3	cause	cause	VERB
ijassa-761	179	4	differences	difference	NOUN
ijassa-761	179	5	in	in	ADP
ijassa-761	179	6	traffic	traffic	NOUN
ijassa-761	179	7	and	and	CCONJ
ijassa-761	179	8	energy	energy	NOUN
ijassa-761	179	9	consumptions	consumption	NOUN
ijassa-761	179	10	of	of	ADP
ijassa-761	179	11	cluster	cluster	NOUN
ijassa-761	179	12	head	head	NOUN
ijassa-761	179	13	nodes	nod	VERB
ijassa-761	179	14	in	in	ADP
ijassa-761	179	15	categorized	categorize	VERB
ijassa-761	179	16	networks	network	NOUN
ijassa-761	179	17	.	.	PUNCT
ijassa-761	180	1	however	however	ADV
ijassa-761	180	2	,	,	PUNCT
ijassa-761	180	3	supporting	support	VERB
ijassa-761	180	4	the	the	DET
ijassa-761	180	5	program	program	NOUN
ijassa-761	180	6	big	big	ADJ
ijassa-761	180	7	data	data	NOUN
ijassa-761	180	8	transmission	transmission	NOUN
ijassa-761	180	9	over	over	ADP
ijassa-761	180	10	5	5	NUM
ijassa-761	180	11	g	g	NOUN
ijassa-761	180	12	wireless	wireless	NOUN
ijassa-761	180	13	systems	system	NOUN
ijassa-761	180	14	forces	force	NOUN
ijassa-761	180	15	many	many	ADJ
ijassa-761	180	16	new	new	ADJ
ijassa-761	180	17	and	and	CCONJ
ijassa-761	180	18	open	open	ADJ
ijassa-761	180	19	challenges	challenge	NOUN
ijassa-761	180	20	because	because	SCONJ
ijassa-761	180	21	the	the	DET
ijassa-761	180	22	program	program	NOUN
ijassa-761	180	23	big	big	ADJ
ijassa-761	180	24	data	datum	NOUN
ijassa-761	180	25	services	service	NOUN
ijassa-761	180	26	are	be	AUX
ijassa-761	180	27	both	both	PRON
ijassa-761	180	28	time	time	NOUN
ijassa-761	180	29	-	-	PUNCT
ijassa-761	180	30	subtle	subtle	ADJ
ijassa-761	180	31	and	and	CCONJ
ijassa-761	180	32	bandwidth	bandwidth	ADJ
ijassa-761	180	33	-	-	PUNCT
ijassa-761	180	34	intensive	intensive	ADJ
ijassa-761	180	35	over	over	ADP
ijassa-761	180	36	time	time	NOUN
ijassa-761	180	37	-	-	PUNCT
ijassa-761	180	38	varying	vary	VERB
ijassa-761	180	39	wireless	wireless	ADJ
ijassa-761	180	40	channels	channel	NOUN
ijassa-761	180	41	with	with	ADP
ijassa-761	180	42	controlled	control	VERB
ijassa-761	180	43	wireless	wireless	ADJ
ijassa-761	180	44	resources	resource	NOUN
ijassa-761	180	45	.	.	PUNCT
ijassa-761	181	1	the	the	DET
ijassa-761	181	2	new	new	ADJ
ijassa-761	181	3	generations	generation	NOUN
ijassa-761	181	4	of	of	ADP
ijassa-761	181	5	mobile	mobile	ADJ
ijassa-761	181	6	devices	device	NOUN
ijassa-761	181	7	have	have	AUX
ijassa-761	181	8	high	high	ADJ
ijassa-761	181	9	enhancing	enhance	VERB
ijassa-761	181	10	hadoop	hadoop	NOUN
ijassa-761	181	11	performance	performance	NOUN
ijassa-761	181	12	in	in	ADP
ijassa-761	181	13	homogenous	homogenous	ADJ
ijassa-761	181	14	and	and	CCONJ
ijassa-761	181	15	heterogeneous	heterogeneous	ADJ
ijassa-761	181	16	big	big	ADJ
ijassa-761	181	17	data	datum	NOUN
ijassa-761	181	18	environments	environment	NOUN
ijassa-761	181	19	by	by	ADP
ijassa-761	181	20	dynamic	dynamic	ADJ
ijassa-761	181	21	slot	slot	NOUN
ijassa-761	181	22	configuration	configuration	NOUN
ijassa-761	181	23	25	25	NUM
ijassa-761	181	24	copyright	copyright	NOUN
ijassa-761	181	25	©	©	PROPN
ijassa-761	181	26	2020	2020	NUM
ijassa-761	181	27	assa	assa	PROPN
ijassa-761	181	28	adv	adv	PROPN
ijassa-761	181	29	.	.	PUNCT
ijassa-761	182	1	in	in	ADP
ijassa-761	182	2	systems	system	NOUN
ijassa-761	182	3	science	science	NOUN
ijassa-761	182	4	and	and	CCONJ
ijassa-761	182	5	appl	appl	NOUN
ijassa-761	182	6	.	.	PUNCT
ijassa-761	183	1	(	(	PUNCT
ijassa-761	183	2	2020	2020	NUM
ijassa-761	183	3	)	)	PUNCT
ijassa-761	183	4	processing	processing	NOUN
ijassa-761	183	5	power	power	NOUN
ijassa-761	183	6	and	and	CCONJ
ijassa-761	183	7	storage	storage	NOUN
ijassa-761	183	8	but	but	CCONJ
ijassa-761	183	9	they	they	PRON
ijassa-761	183	10	lag	lag	VERB
ijassa-761	183	11	behind	behind	ADV
ijassa-761	183	12	in	in	ADP
ijassa-761	183	13	terms	term	NOUN
ijassa-761	183	14	of	of	ADP
ijassa-761	183	15	software	software	NOUN
ijassa-761	183	16	systems	system	NOUN
ijassa-761	183	17	for	for	ADP
ijassa-761	183	18	big	big	ADJ
ijassa-761	183	19	data	datum	NOUN
ijassa-761	183	20	storage	storage	NOUN
ijassa-761	183	21	and	and	CCONJ
ijassa-761	183	22	processing	processing	NOUN
ijassa-761	183	23	.	.	PUNCT
ijassa-761	184	1	hadoop	hadoop	NOUN
ijassa-761	184	2	is	be	AUX
ijassa-761	184	3	a	a	DET
ijassa-761	184	4	accessible	accessible	ADJ
ijassa-761	184	5	platform	platform	NOUN
ijassa-761	184	6	that	that	PRON
ijassa-761	184	7	arrange	arrange	VERB
ijassa-761	184	8	for	for	ADP
ijassa-761	184	9	spread	spread	ADJ
ijassa-761	184	10	storage	storage	NOUN
ijassa-761	184	11	and	and	CCONJ
ijassa-761	184	12	computational	computational	ADJ
ijassa-761	184	13	capabilities	capability	NOUN
ijassa-761	184	14	on	on	ADP
ijassa-761	184	15	clusters	cluster	NOUN
ijassa-761	184	16	of	of	ADP
ijassa-761	184	17	commodity	commodity	NOUN
ijassa-761	184	18	hardware	hardware	NOUN
ijassa-761	184	19	.	.	PUNCT
ijassa-761	185	1	5	5	X
ijassa-761	185	2	.	.	X
ijassa-761	185	3	conclusion	conclusion	NOUN
ijassa-761	185	4	and	and	CCONJ
ijassa-761	185	5	future	future	NOUN
ijassa-761	185	6	works	work	VERB
ijassa-761	185	7	the	the	DET
ijassa-761	185	8	problem	problem	NOUN
ijassa-761	185	9	of	of	ADP
ijassa-761	185	10	high	high	ADJ
ijassa-761	185	11	workload	workload	NOUN
ijassa-761	185	12	and	and	CCONJ
ijassa-761	185	13	therefore	therefore	ADV
ijassa-761	185	14	,	,	PUNCT
ijassa-761	185	15	increased	increase	VERB
ijassa-761	185	16	computational	computational	ADJ
ijassa-761	185	17	resources	resource	NOUN
ijassa-761	185	18	in	in	ADP
ijassa-761	185	19	hadoop	hadoop	NOUN
ijassa-761	185	20	mapreduce	mapreduce	NOUN
ijassa-761	185	21	platform	platform	NOUN
ijassa-761	185	22	for	for	ADP
ijassa-761	185	23	big	big	ADJ
ijassa-761	185	24	data	datum	NOUN
ijassa-761	185	25	processing	processing	NOUN
ijassa-761	185	26	,	,	PUNCT
ijassa-761	185	27	is	be	AUX
ijassa-761	185	28	an	an	DET
ijassa-761	185	29	attempt	attempt	NOUN
ijassa-761	185	30	to	to	PART
ijassa-761	185	31	mitigate	mitigate	VERB
ijassa-761	185	32	the	the	DET
ijassa-761	185	33	optimized	optimize	VERB
ijassa-761	185	34	hadoop	hadoop	NOUN
ijassa-761	185	35	solution	solution	NOUN
ijassa-761	185	36	by	by	ADP
ijassa-761	185	37	allowing	allow	VERB
ijassa-761	185	38	the	the	DET
ijassa-761	185	39	slot	slot	NOUN
ijassa-761	185	40	configuration	configuration	NOUN
ijassa-761	185	41	between	between	ADP
ijassa-761	185	42	maps	map	NOUN
ijassa-761	185	43	and	and	CCONJ
ijassa-761	185	44	reduce	reduce	VERB
ijassa-761	185	45	the	the	DET
ijassa-761	185	46	tunable	tunable	NOUN
ijassa-761	185	47	according	accord	VERB
ijassa-761	185	48	to	to	ADP
ijassa-761	185	49	certain	certain	ADJ
ijassa-761	185	50	job	job	NOUN
ijassa-761	185	51	priority	priority	NOUN
ijassa-761	185	52	or	or	CCONJ
ijassa-761	185	53	homogeneity	homogeneity	NOUN
ijassa-761	185	54	as	as	ADV
ijassa-761	185	55	well	well	ADV
ijassa-761	185	56	as	as	ADP
ijassa-761	185	57	the	the	DET
ijassa-761	185	58	available	available	ADJ
ijassa-761	185	59	resource	resource	NOUN
ijassa-761	185	60	spontaneously	spontaneously	ADV
ijassa-761	185	61	.	.	PUNCT
ijassa-761	186	1	the	the	DET
ijassa-761	186	2	simulation	simulation	NOUN
ijassa-761	186	3	of	of	ADP
ijassa-761	186	4	the	the	DET
ijassa-761	186	5	proposed	propose	VERB
ijassa-761	186	6	system	system	NOUN
ijassa-761	186	7	shows	show	VERB
ijassa-761	186	8	that	that	SCONJ
ijassa-761	186	9	a	a	DET
ijassa-761	186	10	high	high	ADJ
ijassa-761	186	11	percentage	percentage	NOUN
ijassa-761	186	12	of	of	ADP
ijassa-761	186	13	reduced	reduce	VERB
ijassa-761	186	14	workload	workload	NOUN
ijassa-761	186	15	and	and	CCONJ
ijassa-761	186	16	increased	increase	VERB
ijassa-761	186	17	utilization	utilization	NOUN
ijassa-761	186	18	of	of	ADP
ijassa-761	186	19	the	the	DET
ijassa-761	186	20	computational	computational	ADJ
ijassa-761	186	21	resources	resource	NOUN
ijassa-761	186	22	can	can	AUX
ijassa-761	186	23	simply	simply	ADV
ijassa-761	186	24	be	be	AUX
ijassa-761	186	25	observed	observe	VERB
ijassa-761	186	26	by	by	ADP
ijassa-761	186	27	the	the	DET
ijassa-761	186	28	lesser	less	ADJ
ijassa-761	186	29	number	number	NOUN
ijassa-761	186	30	of	of	ADP
ijassa-761	186	31	map	map	NOUN
ijassa-761	186	32	and	and	CCONJ
ijassa-761	186	33	reduce	reduce	VERB
ijassa-761	186	34	tasks	task	NOUN
ijassa-761	186	35	needed	need	VERB
ijassa-761	186	36	to	to	PART
ijassa-761	186	37	accomplish	accomplish	VERB
ijassa-761	186	38	certain	certain	ADJ
ijassa-761	186	39	jobs	job	NOUN
ijassa-761	186	40	.	.	PUNCT
ijassa-761	187	1	this	this	PRON
ijassa-761	187	2	is	be	AUX
ijassa-761	187	3	shown	show	VERB
ijassa-761	187	4	in	in	ADP
ijassa-761	187	5	the	the	DET
ijassa-761	187	6	proposed	propose	VERB
ijassa-761	187	7	solution	solution	NOUN
ijassa-761	187	8	for	for	ADP
ijassa-761	187	9	three	three	NUM
ijassa-761	187	10	jobs	job	NOUN
ijassa-761	187	11	submitted	submit	VERB
ijassa-761	187	12	in	in	ADP
ijassa-761	187	13	a	a	DET
ijassa-761	187	14	homogenous	homogenous	ADJ
ijassa-761	187	15	hadoop	hadoop	NOUN
ijassa-761	187	16	environment	environment	NOUN
ijassa-761	187	17	where	where	SCONJ
ijassa-761	187	18	the	the	DET
ijassa-761	187	19	data	datum	NOUN
ijassa-761	187	20	in	in	ADP
ijassa-761	187	21	some	some	DET
ijassa-761	187	22	cases	case	NOUN
ijassa-761	187	23	are	be	AUX
ijassa-761	187	24	loaded	load	VERB
ijassa-761	187	25	from	from	ADP
ijassa-761	187	26	different	different	ADJ
ijassa-761	187	27	distributed	distribute	VERB
ijassa-761	187	28	files	file	NOUN
ijassa-761	187	29	in	in	ADP
ijassa-761	187	30	different	different	ADJ
ijassa-761	187	31	servers	server	NOUN
ijassa-761	187	32	as	as	ADV
ijassa-761	187	33	well	well	ADV
ijassa-761	187	34	as	as	ADP
ijassa-761	187	35	for	for	ADP
ijassa-761	187	36	different	different	ADJ
ijassa-761	187	37	job	job	NOUN
ijassa-761	187	38	queries	query	NOUN
ijassa-761	187	39	in	in	ADP
ijassa-761	187	40	heterogeneous	heterogeneous	ADJ
ijassa-761	187	41	hadoop	hadoop	NOUN
ijassa-761	187	42	clustering	clustering	NOUN
ijassa-761	187	43	environment	environment	NOUN
ijassa-761	187	44	as	as	SCONJ
ijassa-761	187	45	the	the	DET
ijassa-761	187	46	data	data	NOUN
ijassa-761	187	47	is	be	AUX
ijassa-761	187	48	loaded	load	VERB
ijassa-761	187	49	as	as	ADV
ijassa-761	187	50	well	well	ADV
ijassa-761	187	51	from	from	ADP
ijassa-761	187	52	distributed	distribute	VERB
ijassa-761	187	53	files	file	NOUN
ijassa-761	187	54	.	.	PUNCT
ijassa-761	188	1	it	it	PRON
ijassa-761	188	2	is	be	AUX
ijassa-761	188	3	recommended	recommend	VERB
ijassa-761	188	4	to	to	PART
ijassa-761	188	5	test	test	VERB
ijassa-761	188	6	as	as	ADV
ijassa-761	188	7	well	well	ADV
ijassa-761	188	8	the	the	DET
ijassa-761	188	9	other	other	ADJ
ijassa-761	188	10	scheduling	scheduling	NOUN
ijassa-761	188	11	algorithms	algorithm	NOUN
ijassa-761	188	12	such	such	ADJ
ijassa-761	188	13	as	as	ADP
ijassa-761	188	14	fair	fair	ADJ
ijassa-761	188	15	sharing	sharing	NOUN
ijassa-761	188	16	and	and	CCONJ
ijassa-761	188	17	classification	classification	NOUN
ijassa-761	188	18	and	and	CCONJ
ijassa-761	188	19	optimizationbased	optimizationbased	ADJ
ijassa-761	188	20	scheduler	scheduler	NOUN
ijassa-761	188	21	for	for	ADP
ijassa-761	188	22	heterogeneous	heterogeneous	ADJ
ijassa-761	188	23	hadoop	hadoop	NOUN
ijassa-761	188	24	(	(	PUNCT
ijassa-761	188	25	coshh	coshh	PROPN
ijassa-761	188	26	)	)	PUNCT
ijassa-761	188	27	.	.	PUNCT
ijassa-761	189	1	it	it	PRON
ijassa-761	189	2	is	be	AUX
ijassa-761	189	3	expected	expect	VERB
ijassa-761	189	4	that	that	SCONJ
ijassa-761	189	5	the	the	DET
ijassa-761	189	6	performance	performance	NOUN
ijassa-761	189	7	will	will	AUX
ijassa-761	189	8	be	be	AUX
ijassa-761	189	9	more	more	ADV
ijassa-761	189	10	optimized	optimize	VERB
ijassa-761	189	11	specially	specially	ADV
ijassa-761	189	12	for	for	ADP
ijassa-761	189	13	the	the	DET
ijassa-761	189	14	coshh	coshh	PROPN
ijassa-761	189	15	scheduling	scheduling	NOUN
ijassa-761	189	16	algorithm	algorithm	NOUN
ijassa-761	189	17	with	with	ADP
ijassa-761	189	18	dynamic	dynamic	ADJ
ijassa-761	189	19	slot	slot	NOUN
ijassa-761	189	20	configuration	configuration	NOUN
ijassa-761	189	21	.	.	PUNCT
ijassa-761	190	1	references	reference	NOUN
ijassa-761	190	2	1	1	NUM
ijassa-761	190	3	.	.	PUNCT
ijassa-761	190	4	bhosale	bhosale	PROPN
ijassa-761	190	5	,	,	PUNCT
ijassa-761	190	6	h.	h.	PROPN
ijassa-761	190	7	s.	s.	PROPN
ijassa-761	190	8	,	,	PUNCT
ijassa-761	190	9	gadekar	gadekar	PROPN
ijassa-761	190	10	,	,	PUNCT
ijassa-761	190	11	d.	d.	PROPN
ijassa-761	190	12	p.	p.	PROPN
ijassa-761	190	13	(	(	PUNCT
ijassa-761	190	14	2014	2014	NUM
ijassa-761	190	15	)	)	PUNCT
ijassa-761	190	16	.	.	PUNCT
ijassa-761	191	1	a	a	DET
ijassa-761	191	2	review	review	NOUN
ijassa-761	191	3	paper	paper	NOUN
ijassa-761	191	4	on	on	ADP
ijassa-761	191	5	big	big	ADJ
ijassa-761	191	6	data	datum	NOUN
ijassa-761	191	7	and	and	CCONJ
ijassa-761	191	8	hadoop	hadoop	NOUN
ijassa-761	191	9	.	.	PUNCT
ijassa-761	192	1	international	international	ADJ
ijassa-761	192	2	journal	journal	PROPN
ijassa-761	192	3	of	of	ADP
ijassa-761	192	4	scientific	scientific	ADJ
ijassa-761	192	5	and	and	CCONJ
ijassa-761	192	6	research	research	NOUN
ijassa-761	192	7	publications	publication	NOUN
ijassa-761	192	8	,	,	PUNCT
ijassa-761	192	9	4(10	4(10	NUM
ijassa-761	192	10	)	)	PUNCT
ijassa-761	192	11	,	,	PUNCT
ijassa-761	192	12	1	1	NUM
ijassa-761	192	13	.	.	SYM
ijassa-761	192	14	2	2	NUM
ijassa-761	192	15	.	.	X
ijassa-761	192	16	big	big	ADJ
ijassa-761	192	17	data	datum	NOUN
ijassa-761	192	18	.	.	PUNCT
ijassa-761	193	1	(	(	PUNCT
ijassa-761	193	2	2015	2015	NUM
ijassa-761	193	3	)	)	PUNCT
ijassa-761	193	4	.	.	PUNCT
ijassa-761	194	1	new	new	ADJ
ijassa-761	194	2	delhi	delhi	PROPN
ijassa-761	194	3	:	:	PUNCT
ijassa-761	194	4	springer	springer	NOUN
ijassa-761	194	5	,	,	PUNCT
ijassa-761	194	6	india	india	PROPN
ijassa-761	194	7	,	,	PUNCT
ijassa-761	194	8	private	private	PROPN
ijassa-761	194	9	ltd	ltd	PROPN
ijassa-761	194	10	.	.	PROPN
ijassa-761	194	11	3	3	X
ijassa-761	194	12	.	.	X
ijassa-761	194	13	hilbert	hilbert	PROPN
ijassa-761	194	14	,	,	PUNCT
ijassa-761	194	15	m.	m.	NOUN
ijassa-761	194	16	(	(	PUNCT
ijassa-761	194	17	2016	2016	NUM
ijassa-761	194	18	)	)	PUNCT
ijassa-761	194	19	.	.	PUNCT
ijassa-761	195	1	big	big	ADJ
ijassa-761	195	2	data	datum	NOUN
ijassa-761	195	3	for	for	ADP
ijassa-761	195	4	development	development	NOUN
ijassa-761	195	5	:	:	PUNCT
ijassa-761	195	6	a	a	DET
ijassa-761	195	7	review	review	NOUN
ijassa-761	195	8	of	of	ADP
ijassa-761	195	9	promises	promise	NOUN
ijassa-761	195	10	and	and	CCONJ
ijassa-761	195	11	challenges	challenge	NOUN
ijassa-761	195	12	.	.	PUNCT
ijassa-761	196	1	development	development	NOUN
ijassa-761	196	2	policy	policy	PROPN
ijassa-761	196	3	review	review	PROPN
ijassa-761	196	4	,	,	PUNCT
ijassa-761	196	5	34(1	34(1	NUM
ijassa-761	196	6	)	)	PUNCT
ijassa-761	196	7	,	,	PUNCT
ijassa-761	196	8	135	135	NUM
ijassa-761	196	9	-	-	SYM
ijassa-761	196	10	174	174	NUM
ijassa-761	196	11	.	.	PUNCT
ijassa-761	197	1	4	4	NUM
ijassa-761	197	2	.	.	X
ijassa-761	197	3	che	che	PROPN
ijassa-761	197	4	,	,	PUNCT
ijassa-761	197	5	d.	d.	PROPN
ijassa-761	197	6	,	,	PUNCT
ijassa-761	197	7	safran	safran	NOUN
ijassa-761	197	8	,	,	PUNCT
ijassa-761	197	9	m.	m.	NOUN
ijassa-761	197	10	,	,	PUNCT
ijassa-761	197	11	peng	peng	PROPN
ijassa-761	197	12	,	,	PUNCT
ijassa-761	197	13	z.	z.	PROPN
ijassa-761	197	14	(	(	PUNCT
ijassa-761	197	15	2013	2013	NUM
ijassa-761	197	16	,	,	PUNCT
ijassa-761	197	17	april	april	PROPN
ijassa-761	197	18	)	)	PUNCT
ijassa-761	197	19	.	.	PUNCT
ijassa-761	198	1	from	from	ADP
ijassa-761	198	2	big	big	ADJ
ijassa-761	198	3	data	datum	NOUN
ijassa-761	198	4	to	to	ADP
ijassa-761	198	5	big	big	ADJ
ijassa-761	198	6	data	datum	NOUN
ijassa-761	198	7	mining	mining	NOUN
ijassa-761	198	8	:	:	PUNCT
ijassa-761	198	9	challenges	challenge	NOUN
ijassa-761	198	10	,	,	PUNCT
ijassa-761	198	11	issues	issue	NOUN
ijassa-761	198	12	,	,	PUNCT
ijassa-761	198	13	and	and	CCONJ
ijassa-761	198	14	opportunities	opportunity	NOUN
ijassa-761	198	15	.	.	PUNCT
ijassa-761	199	1	in	in	ADP
ijassa-761	199	2	international	international	ADJ
ijassa-761	199	3	conference	conference	NOUN
ijassa-761	199	4	on	on	ADP
ijassa-761	199	5	database	database	NOUN
ijassa-761	199	6	systems	system	NOUN
ijassa-761	199	7	for	for	ADP
ijassa-761	199	8	advanced	advanced	ADJ
ijassa-761	199	9	applications	application	NOUN
ijassa-761	199	10	(	(	PUNCT
ijassa-761	199	11	pp	pp	ADJ
ijassa-761	199	12	.	.	PUNCT
ijassa-761	200	1	1	1	NUM
ijassa-761	200	2	-	-	SYM
ijassa-761	200	3	15	15	NUM
ijassa-761	200	4	)	)	PUNCT
ijassa-761	200	5	.	.	PUNCT
ijassa-761	201	1	springer	springer	PROPN
ijassa-761	201	2	berlin	berlin	PROPN
ijassa-761	201	3	heidelberg	heidelberg	PROPN
ijassa-761	201	4	.	.	PUNCT
ijassa-761	202	1	5	5	NUM
ijassa-761	202	2	.	.	X
ijassa-761	202	3	o’driscoll	o’driscoll	PROPN
ijassa-761	202	4	,	,	PUNCT
ijassa-761	202	5	a.	a.	NOUN
ijassa-761	202	6	,	,	PUNCT
ijassa-761	202	7	daugelaite	daugelaite	PROPN
ijassa-761	202	8	,	,	PUNCT
ijassa-761	202	9	j.	j.	PROPN
ijassa-761	202	10	,	,	PUNCT
ijassa-761	202	11	sleator	sleator	PROPN
ijassa-761	202	12	,	,	PUNCT
ijassa-761	202	13	r.	r.	PROPN
ijassa-761	202	14	d.	d.	PROPN
ijassa-761	202	15	(	(	PUNCT
ijassa-761	202	16	2013	2013	NUM
ijassa-761	202	17	)	)	PUNCT
ijassa-761	202	18	.	.	PUNCT
ijassa-761	203	1	‘	'	PUNCT
ijassa-761	203	2	big	big	ADJ
ijassa-761	203	3	data	datum	NOUN
ijassa-761	203	4	’	'	PUNCT
ijassa-761	203	5	,	,	PUNCT
ijassa-761	203	6	hadoop	hadoop	NOUN
ijassa-761	203	7	and	and	CCONJ
ijassa-761	203	8	cloud	cloud	NOUN
ijassa-761	203	9	computing	computing	NOUN
ijassa-761	203	10	in	in	ADP
ijassa-761	203	11	genomics	genomic	NOUN
ijassa-761	203	12	.	.	PUNCT
ijassa-761	204	1	journal	journal	PROPN
ijassa-761	204	2	of	of	ADP
ijassa-761	204	3	biomedical	biomedical	ADJ
ijassa-761	204	4	informatics	informatic	NOUN
ijassa-761	204	5	,	,	PUNCT
ijassa-761	204	6	46(5	46(5	NOUN
ijassa-761	204	7	)	)	PUNCT
ijassa-761	204	8	,	,	PUNCT
ijassa-761	204	9	774	774	NUM
ijassa-761	204	10	-	-	SYM
ijassa-761	204	11	781	781	NUM
ijassa-761	204	12	.	.	NOUN
ijassa-761	204	13	6	6	NUM
ijassa-761	204	14	.	.	NUM
ijassa-761	204	15	suthaharan	suthaharan	VERB
ijassa-761	204	16	,	,	PUNCT
ijassa-761	204	17	s.	s.	PROPN
ijassa-761	204	18	(	(	PUNCT
ijassa-761	204	19	2014	2014	NUM
ijassa-761	204	20	)	)	PUNCT
ijassa-761	204	21	.	.	PUNCT
ijassa-761	205	1	big	big	ADJ
ijassa-761	205	2	data	data	PROPN
ijassa-761	205	3	classification	classification	NOUN
ijassa-761	205	4	:	:	PUNCT
ijassa-761	205	5	problems	problem	NOUN
ijassa-761	205	6	and	and	CCONJ
ijassa-761	205	7	challenges	challenge	NOUN
ijassa-761	205	8	in	in	ADP
ijassa-761	205	9	network	network	NOUN
ijassa-761	205	10	intrusion	intrusion	NOUN
ijassa-761	205	11	prediction	prediction	NOUN
ijassa-761	205	12	with	with	ADP
ijassa-761	205	13	machine	machine	NOUN
ijassa-761	205	14	learning	learning	NOUN
ijassa-761	205	15	.	.	PUNCT
ijassa-761	206	1	acm	acm	PROPN
ijassa-761	206	2	sigmetrics	sigmetric	NOUN
ijassa-761	206	3	performance	performance	NOUN
ijassa-761	206	4	evaluation	evaluation	NOUN
ijassa-761	206	5	review	review	NOUN
ijassa-761	206	6	,	,	PUNCT
ijassa-761	206	7	41(4	41(4	NUM
ijassa-761	206	8	)	)	PUNCT
ijassa-761	206	9	,	,	PUNCT
ijassa-761	206	10	70	70	NUM
ijassa-761	206	11	-	-	SYM
ijassa-761	206	12	73	73	NUM
ijassa-761	206	13	.	.	PUNCT
ijassa-761	207	1	7	7	X
ijassa-761	207	2	.	.	X
ijassa-761	207	3	raju	raju	PROPN
ijassa-761	207	4	,	,	PUNCT
ijassa-761	207	5	r.	r.	PROPN
ijassa-761	207	6	,	,	PUNCT
ijassa-761	207	7	amudhavel	amudhavel	PROPN
ijassa-761	207	8	,	,	PUNCT
ijassa-761	207	9	j.	j.	PROPN
ijassa-761	207	10	,	,	PUNCT
ijassa-761	207	11	pavithra	pavithra	PROPN
ijassa-761	207	12	,	,	PUNCT
ijassa-761	207	13	m.	m.	NOUN
ijassa-761	207	14	,	,	PUNCT
ijassa-761	207	15	anuja	anuja	PROPN
ijassa-761	207	16	,	,	PUNCT
ijassa-761	207	17	s.	s.	PROPN
ijassa-761	207	18	,	,	PUNCT
ijassa-761	207	19	abinaya	abinaya	PROPN
ijassa-761	207	20	,	,	PUNCT
ijassa-761	207	21	b.	b.	PROPN
ijassa-761	207	22	(	(	PUNCT
ijassa-761	207	23	2014	2014	NUM
ijassa-761	207	24	,	,	PUNCT
ijassa-761	207	25	march	march	PROPN
ijassa-761	207	26	)	)	PUNCT
ijassa-761	207	27	.	.	PUNCT
ijassa-761	208	1	a	a	DET
ijassa-761	208	2	heuristic	heuristic	ADJ
ijassa-761	208	3	fault	fault	NOUN
ijassa-761	208	4	tolerant	tolerant	ADJ
ijassa-761	208	5	mapreduce	mapreduce	NOUN
ijassa-761	208	6	framework	framework	NOUN
ijassa-761	208	7	for	for	ADP
ijassa-761	208	8	minimizing	minimize	VERB
ijassa-761	208	9	makespan	makespan	ADV
ijassa-761	208	10	in	in	ADP
ijassa-761	208	11	hybrid	hybrid	ADJ
ijassa-761	208	12	cloud	cloud	NOUN
ijassa-761	208	13	environment	environment	NOUN
ijassa-761	208	14	.	.	PUNCT
ijassa-761	209	1	in	in	ADP
ijassa-761	209	2	green	green	ADJ
ijassa-761	209	3	computing	compute	VERB
ijassa-761	209	4	communication	communication	NOUN
ijassa-761	209	5	and	and	CCONJ
ijassa-761	209	6	electrical	electrical	ADJ
ijassa-761	209	7	engineering	engineering	NOUN
ijassa-761	209	8	(	(	PUNCT
ijassa-761	209	9	icgccee	icgccee	PROPN
ijassa-761	209	10	)	)	PUNCT
ijassa-761	209	11	,	,	PUNCT
ijassa-761	209	12	2014	2014	NUM
ijassa-761	209	13	international	international	ADJ
ijassa-761	209	14	conference	conference	NOUN
ijassa-761	209	15	on	on	ADP
ijassa-761	209	16	(	(	PUNCT
ijassa-761	209	17	pp	pp	ADJ
ijassa-761	209	18	.	.	PUNCT
ijassa-761	209	19	1	1	NUM
ijassa-761	209	20	-	-	SYM
ijassa-761	209	21	4	4	NUM
ijassa-761	209	22	)	)	PUNCT
ijassa-761	209	23	.	.	PUNCT
ijassa-761	210	1	ieee	ieee	PROPN
ijassa-761	210	2	.	.	PUNCT
ijassa-761	211	1	8	8	NUM
ijassa-761	211	2	.	.	X
ijassa-761	211	3	rasooli	rasooli	PROPN
ijassa-761	211	4	,	,	PUNCT
ijassa-761	211	5	a.	a.	PROPN
ijassa-761	211	6	,	,	PUNCT
ijassa-761	211	7	down	down	ADV
ijassa-761	211	8	,	,	PUNCT
ijassa-761	211	9	d.	d.	PROPN
ijassa-761	211	10	g.	g.	PROPN
ijassa-761	211	11	(	(	PUNCT
ijassa-761	211	12	2014	2014	NUM
ijassa-761	211	13	)	)	PUNCT
ijassa-761	211	14	.	.	PUNCT
ijassa-761	212	1	coshh	coshh	PROPN
ijassa-761	212	2	:	:	PUNCT
ijassa-761	212	3	a	a	DET
ijassa-761	212	4	classification	classification	NOUN
ijassa-761	212	5	and	and	CCONJ
ijassa-761	212	6	optimization	optimization	NOUN
ijassa-761	212	7	based	base	VERB
ijassa-761	212	8	scheduler	scheduler	NOUN
ijassa-761	212	9	for	for	ADP
ijassa-761	212	10	heterogeneous	heterogeneous	ADJ
ijassa-761	212	11	hadoop	hadoop	NOUN
ijassa-761	212	12	systems	system	NOUN
ijassa-761	212	13	.	.	PUNCT
ijassa-761	213	1	future	future	ADJ
ijassa-761	213	2	generation	generation	NOUN
ijassa-761	213	3	computer	computer	NOUN
ijassa-761	213	4	systems	system	NOUN
ijassa-761	213	5	,	,	PUNCT
ijassa-761	213	6	36	36	NUM
ijassa-761	213	7	,	,	PUNCT
ijassa-761	213	8	1	1	NUM
ijassa-761	213	9	-	-	SYM
ijassa-761	213	10	15	15	NUM
ijassa-761	213	11	.	.	NOUN
ijassa-761	214	1	9	9	NUM
ijassa-761	214	2	.	.	X
ijassa-761	214	3	shvachko	shvachko	PROPN
ijassa-761	214	4	,	,	PUNCT
ijassa-761	214	5	k.	k.	PROPN
ijassa-761	214	6	,	,	PUNCT
ijassa-761	214	7	kuang	kuang	PROPN
ijassa-761	214	8	,	,	PUNCT
ijassa-761	214	9	h.	h.	PROPN
ijassa-761	214	10	,	,	PUNCT
ijassa-761	214	11	radia	radia	PROPN
ijassa-761	214	12	,	,	PUNCT
ijassa-761	214	13	s.	s.	PROPN
ijassa-761	214	14	,	,	PUNCT
ijassa-761	214	15	chansler	chansler	PROPN
ijassa-761	214	16	,	,	PUNCT
ijassa-761	214	17	r.	r.	PROPN
ijassa-761	214	18	(	(	PUNCT
ijassa-761	214	19	2010	2010	NUM
ijassa-761	214	20	,	,	PUNCT
ijassa-761	214	21	may	may	AUX
ijassa-761	214	22	)	)	PUNCT
ijassa-761	214	23	.	.	PUNCT
ijassa-761	215	1	the	the	DET
ijassa-761	215	2	hadoop	hadoop	NOUN
ijassa-761	215	3	distributed	distribute	VERB
ijassa-761	215	4	file	file	NOUN
ijassa-761	215	5	system	system	NOUN
ijassa-761	215	6	.	.	PUNCT
ijassa-761	216	1	in	in	ADP
ijassa-761	216	2	mass	mass	ADJ
ijassa-761	216	3	storage	storage	NOUN
ijassa-761	216	4	systems	system	NOUN
ijassa-761	216	5	and	and	CCONJ
ijassa-761	216	6	technologies	technology	NOUN
ijassa-761	216	7	(	(	PUNCT
ijassa-761	216	8	msst	msst	PROPN
ijassa-761	216	9	)	)	PUNCT
ijassa-761	216	10	,	,	PUNCT
ijassa-761	216	11	2010	2010	NUM
ijassa-761	216	12	ieee	ieee	NOUN
ijassa-761	216	13	26th	26th	NOUN
ijassa-761	216	14	symposium	symposium	NOUN
ijassa-761	216	15	on	on	ADP
ijassa-761	216	16	(	(	PUNCT
ijassa-761	216	17	pp	pp	ADJ
ijassa-761	216	18	.	.	PUNCT
ijassa-761	217	1	1	1	NUM
ijassa-761	217	2	-	-	SYM
ijassa-761	217	3	10	10	NUM
ijassa-761	217	4	)	)	PUNCT
ijassa-761	217	5	.	.	PUNCT
ijassa-761	218	1	ieee	ieee	PROPN
ijassa-761	218	2	.	.	PUNCT
ijassa-761	219	1	10	10	NUM
ijassa-761	219	2	.	.	PUNCT
ijassa-761	220	1	mctaggart	mctaggart	PROPN
ijassa-761	220	2	,	,	PUNCT
ijassa-761	220	3	c.	c.	PROPN
ijassa-761	220	4	(	(	PUNCT
ijassa-761	220	5	2014	2014	NUM
ijassa-761	220	6	)	)	PUNCT
ijassa-761	220	7	.	.	PUNCT
ijassa-761	221	1	hadoop	hadoop	NOUN
ijassa-761	221	2	/	/	SYM
ijassa-761	221	3	mapreduce	mapreduce	PROPN
ijassa-761	221	4	.	.	PROPN
ijassa-761	221	5	object	object	NOUN
ijassa-761	221	6	-	-	PUNCT
ijassa-761	221	7	oriented	orient	VERB
ijassa-761	221	8	framework	framework	NOUN
ijassa-761	221	9	presentation	presentation	NOUN
ijassa-761	221	10	,	,	PUNCT
ijassa-761	221	11	csci5448	csci5448	PROPN
ijassa-761	221	12	.	.	PROPN
ijassa-761	221	13	26	26	NUM
ijassa-761	221	14	ekhlas	ekhla	NOUN
ijassa-761	221	15	k.	k.	PROPN
ijassa-761	221	16	hamza	hamza	PROPN
ijassa-761	222	1	copyright	copyright	PROPN
ijassa-761	222	2	©	©	PROPN
ijassa-761	222	3	2020	2020	NUM
ijassa-761	222	4	assa	assa	PROPN
ijassa-761	222	5	adv	adv	PROPN
ijassa-761	222	6	.	.	PUNCT
ijassa-761	223	1	in	in	ADP
ijassa-761	223	2	systems	system	NOUN
ijassa-761	223	3	science	science	NOUN
ijassa-761	223	4	and	and	CCONJ
ijassa-761	223	5	appl	appl	NOUN
ijassa-761	223	6	.	.	PUNCT
ijassa-761	224	1	(	(	PUNCT
ijassa-761	224	2	2020	2020	NUM
ijassa-761	224	3	)	)	PUNCT
ijassa-761	224	4	11	11	NUM
ijassa-761	224	5	.	.	PUNCT
ijassa-761	225	1	dwivedi	dwivedi	PROPN
ijassa-761	225	2	,	,	PUNCT
ijassa-761	225	3	k.	k.	PROPN
ijassa-761	225	4	,	,	PUNCT
ijassa-761	225	5	&	&	CCONJ
ijassa-761	225	6	dubey	dubey	PROPN
ijassa-761	225	7	,	,	PUNCT
ijassa-761	225	8	s.	s.	PROPN
ijassa-761	225	9	k.	k.	PROPN
ijassa-761	225	10	(	(	PUNCT
ijassa-761	225	11	2014	2014	NUM
ijassa-761	225	12	,	,	PUNCT
ijassa-761	225	13	september	september	PROPN
ijassa-761	225	14	)	)	PUNCT
ijassa-761	225	15	.	.	PUNCT
ijassa-761	226	1	analytical	analytical	ADJ
ijassa-761	226	2	review	review	NOUN
ijassa-761	226	3	on	on	ADP
ijassa-761	226	4	hadoop	hadoop	NOUN
ijassa-761	226	5	distributed	distribute	VERB
ijassa-761	226	6	file	file	NOUN
ijassa-761	226	7	system	system	NOUN
ijassa-761	226	8	.	.	PUNCT
ijassa-761	227	1	in	in	ADP
ijassa-761	227	2	confluence	confluence	NOUN
ijassa-761	227	3	the	the	DET
ijassa-761	227	4	next	next	ADJ
ijassa-761	227	5	generation	generation	NOUN
ijassa-761	227	6	information	information	NOUN
ijassa-761	227	7	technology	technology	NOUN
ijassa-761	227	8	summit	summit	NOUN
ijassa-761	227	9	(	(	PUNCT
ijassa-761	227	10	confluence	confluence	NOUN
ijassa-761	227	11	)	)	PUNCT
ijassa-761	227	12	,	,	PUNCT
ijassa-761	227	13	2014	2014	NUM
ijassa-761	227	14	5th	5th	ADJ
ijassa-761	227	15	international	international	ADJ
ijassa-761	227	16	conference(pp	conference(pp	NOUN
ijassa-761	227	17	.	.	PUNCT
ijassa-761	227	18	174	174	NUM
ijassa-761	227	19	-	-	SYM
ijassa-761	227	20	181	181	NUM
ijassa-761	227	21	)	)	PUNCT
ijassa-761	227	22	.	.	PUNCT
ijassa-761	228	1	ieee	ieee	PROPN
ijassa-761	228	2	.	.	PUNCT
ijassa-761	229	1	12	12	NUM
ijassa-761	229	2	.	.	PUNCT
ijassa-761	230	1	frederic	frederic	PROPN
ijassa-761	230	2	nzanywayingoma	nzanywayingoma	PROPN
ijassa-761	230	3	,	,	PUNCT
ijassa-761	230	4	yang	yang	PROPN
ijassa-761	230	5	yang	yang	PROPN
ijassa-761	230	6	(	(	PUNCT
ijassa-761	230	7	2018	2018	NUM
ijassa-761	230	8	)	)	PUNCT
ijassa-761	230	9	task	task	NOUN
ijassa-761	230	10	scheduling	scheduling	NOUN
ijassa-761	230	11	and	and	CCONJ
ijassa-761	230	12	virtual	virtual	ADJ
ijassa-761	230	13	resource	resource	NOUN
ijassa-761	230	14	optimisingin	optimisingin	NOUN
ijassa-761	230	15	hadoop	hadoop	NOUN
ijassa-761	230	16	yarn	yarn	NOUN
ijassa-761	230	17	-	-	PUNCT
ijassa-761	230	18	based	base	VERB
ijassa-761	230	19	cloud	cloud	NOUN
ijassa-761	230	20	computing	computing	NOUN
ijassa-761	230	21	environment	environment	NOUN
ijassa-761	230	22	int	int	NOUN
ijassa-761	230	23	.	.	PUNCT
ijassa-761	231	1	j.	j.	PROPN
ijassa-761	231	2	cloud	cloud	PROPN
ijassa-761	231	3	computing	computing	PROPN
ijassa-761	231	4	,	,	PUNCT
ijassa-761	231	5	vol	vol	NOUN
ijassa-761	231	6	.	.	PROPN
ijassa-761	231	7	7	7	NUM
ijassa-761	231	8	,	,	PUNCT
ijassa-761	231	9	no	no	INTJ
ijassa-761	231	10	.	.	NOUN
ijassa-761	231	11	2	2	NUM
ijassa-761	231	12	,	,	PUNCT
ijassa-761	231	13	2018	2018	NUM
ijassa-761	231	14	13	13	NUM
ijassa-761	231	15	.	.	PUNCT
ijassa-761	232	1	ibrahim	ibrahim	PROPN
ijassa-761	232	2	abaker	abaker	ADV
ijassa-761	232	3	,	,	PUNCT
ijassa-761	232	4	targio	targio	PROPN
ijassa-761	232	5	hashem	hashem	PROPN
ijassa-761	232	6	,	,	PUNCT
ijassa-761	232	7	et	et	PROPN
ijassa-761	232	8	al	al	PROPN
ijassa-761	232	9	(	(	PUNCT
ijassa-761	232	10	2018	2018	NUM
ijassa-761	232	11	)	)	PUNCT
ijassa-761	232	12	mapreduce	mapreduce	NOUN
ijassa-761	232	13	scheduling	scheduling	NOUN
ijassa-761	232	14	algorithms	algorithm	NOUN
ijassa-761	232	15	:	:	PUNCT
ijassa-761	232	16	a	a	DET
ijassa-761	232	17	review	review	NOUN
ijassa-761	232	18	.	.	PUNCT
ijassa-761	233	1	the	the	DET
ijassa-761	233	2	journal	journal	NOUN
ijassa-761	233	3	of	of	ADP
ijassa-761	233	4	supercomputing	supercompute	VERB
ijassa-761	233	5	10	10	NUM
ijassa-761	233	6	december	december	PROPN
ijassa-761	233	7	2018	2018	NUM
ijassa-761	233	8	14	14	NUM
ijassa-761	233	9	.	.	PUNCT
ijassa-761	234	1	sa'ed	sa'ed	NOUN
ijassa-761	234	2	abed	abe	VERB
ijassa-761	234	3	,	,	PUNCT
ijassa-761	234	4	duha	duha	PROPN
ijassa-761	234	5	s.	s.	PROPN
ijassa-761	234	6	shubair	shubair	PROPN
ijassa-761	234	7	(	(	PUNCT
ijassa-761	234	8	2018	2018	NUM
ijassa-761	234	9	)	)	PUNCT
ijassa-761	234	10	enhancement	enhancement	NOUN
ijassa-761	234	11	of	of	ADP
ijassa-761	234	12	task	task	NOUN
ijassa-761	234	13	scheduling	scheduling	NOUN
ijassa-761	234	14	technique	technique	NOUN
ijassa-761	234	15	of	of	ADP
ijassa-761	234	16	big	big	ADJ
ijassa-761	234	17	data	datum	NOUN
ijassa-761	234	18	cloud	cloud	NOUN
ijassa-761	234	19	computing	compute	VERB
ijassa-761	234	20	2018	2018	NUM
ijassa-761	234	21	international	international	ADJ
ijassa-761	234	22	conference	conference	NOUN
ijassa-761	234	23	on	on	ADP
ijassa-761	234	24	advances	advance	NOUN
ijassa-761	234	25	in	in	ADP
ijassa-761	234	26	big	big	ADJ
ijassa-761	234	27	data	datum	NOUN
ijassa-761	234	28	,	,	PUNCT
ijassa-761	234	29	computing	computing	NOUN
ijassa-761	234	30	and	and	CCONJ
ijassa-761	234	31	data	datum	NOUN
ijassa-761	234	32	communication	communication	NOUN
ijassa-761	234	33	systems	system	NOUN
ijassa-761	234	34	(	(	PUNCT
ijassa-761	234	35	icabcd	icabcd	PROPN
ijassa-761	234	36	)	)	PUNCT
ijassa-761	234	37	15	15	NUM
ijassa-761	234	38	.	.	PUNCT
ijassa-761	235	1	xiaomin	xiaomin	PROPN
ijassa-761	235	2	li	li	PROPN
ijassa-761	235	3	,	,	PUNCT
ijassa-761	235	4	di	di	PROPN
ijassa-761	235	5	li	li	PROPN
ijassa-761	235	6	,	,	PUNCT
ijassa-761	235	7	song	song	PROPN
ijassa-761	235	8	li	li	PROPN
ijassa-761	235	9	,	,	PUNCT
ijassa-761	235	10	shiyong	shiyong	PROPN
ijassa-761	235	11	wang	wang	PROPN
ijassa-761	235	12	,	,	PUNCT
ijassa-761	235	13	chengliang	chengliang	PROPN
ijassa-761	235	14	liu	liu	PROPN
ijassa-761	235	15	(	(	PUNCT
ijassa-761	235	16	2017	2017	NUM
ijassa-761	235	17	)	)	PUNCT
ijassa-761	235	18	exploiting	exploit	VERB
ijassa-761	235	19	industrial	industrial	ADJ
ijassa-761	235	20	big	big	ADJ
ijassa-761	235	21	data	datum	NOUN
ijassa-761	235	22	strategy	strategy	NOUN
ijassa-761	235	23	for	for	ADP
ijassa-761	235	24	load	load	NOUN
ijassa-761	235	25	balancing	balance	VERB
ijassa-761	235	26	in	in	ADP
ijassa-761	235	27	industrial	industrial	ADJ
ijassa-761	235	28	wireless	wireless	ADJ
ijassa-761	235	29	mobile	mobile	NOUN
ijassa-761	235	30	networks	network	NOUN
ijassa-761	235	31	ieee	ieee	NOUN
ijassa-761	235	32	access	access	NOUN
ijassa-761	235	33	(	(	PUNCT
ijassa-761	235	34	volume	volume	NOUN
ijassa-761	235	35	:	:	PUNCT
ijassa-761	235	36	6	6	NUM
ijassa-761	235	37	)	)	PUNCT
ijassa-761	235	38	29	29	NUM
ijassa-761	235	39	december	december	PROPN
ijassa-761	235	40	2017	2017	NUM
ijassa-761	235	41	16	16	NUM
ijassa-761	235	42	.	.	PUNCT
ijassa-761	236	1	xi	xi	PROPN
ijassa-761	236	2	zhang	zhang	PROPN
ijassa-761	236	3	,	,	PUNCT
ijassa-761	236	4	qixuan	qixuan	PROPN
ijassa-761	236	5	zhu	zhu	PROPN
ijassa-761	236	6	(	(	PUNCT
ijassa-761	236	7	2019	2019	NUM
ijassa-761	236	8	)	)	PUNCT
ijassa-761	236	9	information	information	NOUN
ijassa-761	236	10	-	-	PUNCT
ijassa-761	236	11	centric	centric	NOUN
ijassa-761	236	12	virtualization	virtualization	NOUN
ijassa-761	236	13	for	for	ADP
ijassa-761	236	14	software	software	NOUN
ijassa-761	236	15	-	-	PUNCT
ijassa-761	236	16	defined	define	VERB
ijassa-761	236	17	statistical	statistical	ADJ
ijassa-761	236	18	qos	qos	NOUN
ijassa-761	236	19	provisioning	provisioning	NOUN
ijassa-761	236	20	over	over	ADP
ijassa-761	236	21	5	5	NUM
ijassa-761	236	22	g	g	NOUN
ijassa-761	236	23	multimedia	multimedia	NOUN
ijassa-761	236	24	big	big	ADJ
ijassa-761	236	25	data	data	PROPN
ijassa-761	236	26	wireless	wireless	PROPN
ijassa-761	236	27	networks	network	NOUN
ijassa-761	236	28	ieee	ieee	PROPN
ijassa-761	236	29	journal	journal	PROPN
ijassa-761	236	30	on	on	ADP
ijassa-761	236	31	selected	select	VERB
ijassa-761	236	32	areas	area	NOUN
ijassa-761	236	33	in	in	ADP
ijassa-761	236	34	communications	communication	NOUN
ijassa-761	236	35	(	(	PUNCT
ijassa-761	236	36	volume	volume	NOUN
ijassa-761	236	37	:	:	PUNCT
ijassa-761	236	38	37	37	NUM
ijassa-761	236	39	,	,	PUNCT
ijassa-761	236	40	issue	issue	NOUN
ijassa-761	236	41	:	:	PUNCT
ijassa-761	236	42	8	8	NUM
ijassa-761	236	43	,	,	PUNCT
ijassa-761	236	44	aug	aug	PROPN
ijassa-761	236	45	.	.	PROPN
ijassa-761	236	46	2019	2019	NUM
ijassa-761	236	47	)	)	PUNCT
ijassa-761	236	48	17	17	NUM
ijassa-761	236	49	.	.	PUNCT
ijassa-761	236	50	johnu	johnu	PROPN
ijassa-761	236	51	george	george	PROPN
ijassa-761	236	52	,	,	PUNCT
ijassa-761	236	53	chien	chien	PROPN
ijassa-761	236	54	-	-	PUNCT
ijassa-761	236	55	an	an	DET
ijassa-761	236	56	chen	chen	PROPN
ijassa-761	236	57	,	,	PUNCT
ijassa-761	236	58	radu	radu	PROPN
ijassa-761	236	59	stoleru	stoleru	PROPN
ijassa-761	236	60	,	,	PUNCT
ijassa-761	236	61	geoffrey	geoffrey	PROPN
ijassa-761	236	62	g.	g.	PROPN
ijassa-761	236	63	xie	xie	PROPN
ijassa-761	236	64	(	(	PUNCT
ijassa-761	236	65	2019	2019	NUM
ijassa-761	236	66	)	)	PUNCT
ijassa-761	236	67	hadoop	hadoop	NOUN
ijassa-761	236	68	mapreduce	mapreduce	NOUN
ijassa-761	236	69	for	for	ADP
ijassa-761	236	70	mobile	mobile	ADJ
ijassa-761	236	71	clouds	cloud	NOUN
ijassa-761	236	72	.	.	PUNCT
ijassa-761	237	1	ieee	ieee	NOUN
ijassa-761	237	2	transactions	transaction	NOUN
ijassa-761	237	3	on	on	ADP
ijassa-761	237	4	cloud	cloud	NOUN
ijassa-761	237	5	computing	computing	NOUN
ijassa-761	237	6	(	(	PUNCT
ijassa-761	237	7	volume	volume	NOUN
ijassa-761	237	8	:	:	PUNCT
ijassa-761	237	9	7	7	NUM
ijassa-761	237	10	,	,	PUNCT
ijassa-761	237	11	issue	issue	NOUN
ijassa-761	237	12	:	:	PUNCT
ijassa-761	237	13	1	1	NUM
ijassa-761	237	14	,	,	PUNCT
ijassa-761	237	15	jan.-march	jan.-march	ADV
ijassa-761	237	16	1	1	NUM
ijassa-761	237	17	2019	2019	NUM
ijassa-761	237	18	)	)	PUNCT
ijassa-761	237	19	18	18	NUM
ijassa-761	237	20	.	.	PUNCT
ijassa-761	238	1	sudip	sudip	PROPN
ijassa-761	238	2	misra	misra	PROPN
ijassa-761	238	3	,	,	PUNCT
ijassa-761	238	4	ayan	ayan	PROPN
ijassa-761	238	5	mondal	mondal	PROPN
ijassa-761	238	6	,	,	PUNCT
ijassa-761	238	7	swetha	swetha	PROPN
ijassa-761	238	8	khajjayam	khajjayam	PROPN
ijassa-761	238	9	(	(	PUNCT
ijassa-761	238	10	2019	2019	NUM
ijassa-761	238	11	)	)	PUNCT
ijassa-761	238	12	dynamic	dynamic	ADJ
ijassa-761	238	13	big	big	ADJ
ijassa-761	238	14	-	-	PUNCT
ijassa-761	238	15	data	data	NOUN
ijassa-761	238	16	broadcast	broadcast	NOUN
ijassa-761	238	17	in	in	ADP
ijassa-761	238	18	fat	fat	ADJ
ijassa-761	238	19	-	-	PUNCT
ijassa-761	238	20	tree	tree	NOUN
ijassa-761	238	21	data	datum	NOUN
ijassa-761	238	22	center	center	NOUN
ijassa-761	238	23	networks	network	NOUN
ijassa-761	238	24	with	with	ADP
ijassa-761	238	25	mobile	mobile	ADJ
ijassa-761	238	26	iot	iot	PROPN
ijassa-761	238	27	devices	devices	PROPN
ijassa-761	238	28	ieee	ieee	PROPN
ijassa-761	238	29	systems	systems	PROPN
ijassa-761	238	30	journal	journal	PROPN
ijassa-761	238	31	(	(	PUNCT
ijassa-761	238	32	volume	volume	NOUN
ijassa-761	238	33	:	:	PUNCT
ijassa-761	238	34	13	13	NUM
ijassa-761	238	35	,	,	PUNCT
ijassa-761	238	36	issue	issue	NOUN
ijassa-761	238	37	:	:	PUNCT
ijassa-761	238	38	3	3	NUM
ijassa-761	238	39	,	,	PUNCT
ijassa-761	238	40	sept	sept	PROPN
ijassa-761	238	41	.	.	PROPN
ijassa-761	238	42	2019	2019	NUM
ijassa-761	238	43	)	)	PUNCT
ijassa-761	238	44	19	19	NUM
ijassa-761	238	45	.	.	PUNCT
ijassa-761	239	1	muhammad	muhammad	PROPN
ijassa-761	239	2	rehan	rehan	PROPN
ijassa-761	239	3	raza	raza	PROPN
ijassa-761	239	4	,	,	PUNCT
ijassa-761	239	5	ahmad	ahmad	PROPN
ijassa-761	239	6	rostami	rostami	PROPN
ijassa-761	239	7	,	,	PUNCT
ijassa-761	239	8	lena	lena	PROPN
ijassa-761	239	9	wosinska	wosinska	PROPN
ijassa-761	239	10	,	,	PUNCT
ijassa-761	239	11	paolo	paolo	NOUN
ijassa-761	239	12	monti	monti	PROPN
ijassa-761	239	13	(	(	PUNCT
ijassa-761	239	14	2019	2019	NUM
ijassa-761	239	15	)	)	PUNCT
ijassa-761	239	16	a	a	DET
ijassa-761	239	17	slice	slice	NOUN
ijassa-761	239	18	admission	admission	NOUN
ijassa-761	239	19	policy	policy	NOUN
ijassa-761	239	20	based	base	VERB
ijassa-761	239	21	on	on	ADP
ijassa-761	239	22	big	big	ADJ
ijassa-761	239	23	data	datum	NOUN
ijassa-761	239	24	analytics	analytic	NOUN
ijassa-761	239	25	for	for	ADP
ijassa-761	239	26	multi	multi	ADJ
ijassa-761	239	27	-	-	NOUN
ijassa-761	239	28	tenant	tenant	ADJ
ijassa-761	239	29	5	5	NUM
ijassa-761	239	30	g	g	PROPN
ijassa-761	239	31	networks	network	NOUN
ijassa-761	239	32	journal	journal	NOUN
ijassa-761	239	33	of	of	ADP
ijassa-761	239	34	lightwave	lightwave	PROPN
ijassa-761	239	35	technology	technology	PROPN
ijassa-761	239	36	(	(	PUNCT
ijassa-761	239	37	volume	volume	NOUN
ijassa-761	239	38	:	:	PUNCT
ijassa-761	239	39	37	37	NUM
ijassa-761	239	40	,	,	PUNCT
ijassa-761	239	41	issue	issue	NOUN
ijassa-761	239	42	:	:	PUNCT
ijassa-761	239	43	7	7	NUM
ijassa-761	239	44	,	,	PUNCT
ijassa-761	239	45	april1	april1	NOUN
ijassa-761	239	46	,	,	PUNCT
ijassa-761	239	47	1	1	NUM
ijassa-761	239	48	2019	2019	NUM
ijassa-761	239	49	)	)	PUNCT
ijassa-761	239	50	20	20	NUM
ijassa-761	239	51	.	.	PUNCT
ijassa-761	240	1	cristo	cristo	PROPN
ijassa-761	240	2	suarez	suarez	PROPN
ijassa-761	240	3	-	-	PUNCT
ijassa-761	240	4	rodriguez	rodriguez	NOUN
ijassa-761	240	5	,	,	PUNCT
ijassa-761	240	6	ying	ying	PROPN
ijassa-761	241	1	he	he	PRON
ijassa-761	241	2	,	,	PUNCT
ijassa-761	241	3	eryk	eryk	PROPN
ijassa-761	241	4	dutkiewicz	dutkiewicz	PROPN
ijassa-761	241	5	(	(	PUNCT
ijassa-761	241	6	2019	2019	NUM
ijassa-761	241	7	)	)	PUNCT
ijassa-761	241	8	theoretical	theoretical	ADJ
ijassa-761	241	9	analysis	analysis	NOUN
ijassa-761	241	10	of	of	ADP
ijassa-761	241	11	rem	rem	NOUN
ijassa-761	241	12	-	-	PUNCT
ijassa-761	241	13	based	base	VERB
ijassa-761	241	14	handover	handover	NOUN
ijassa-761	241	15	algorithm	algorithm	NOUN
ijassa-761	241	16	for	for	ADP
ijassa-761	241	17	heterogeneous	heterogeneous	ADJ
ijassa-761	241	18	networks	network	NOUN
ijassa-761	241	19	ieee	ieee	NOUN
ijassa-761	241	20	access	access	NOUN
ijassa-761	241	21	(	(	PUNCT
ijassa-761	241	22	volume	volume	NOUN
ijassa-761	241	23	7	7	NUM
ijassa-761	241	24	)	)	PUNCT
ijassa-761	241	25	17	17	NUM
ijassa-761	241	26	july	july	PROPN
ijassa-761	241	27	2019	2019	NUM