id	sid	tid	token	lemma	pos
ijassa-411	1	1	advances	advance	NOUN
ijassa-411	1	2	in	in	ADP
ijassa-411	1	3	systems	system	NOUN
ijassa-411	1	4	science	science	NOUN
ijassa-411	1	5	and	and	CCONJ
ijassa-411	1	6	applications	application	NOUN
ijassa-411	1	7	(	(	PUNCT
ijassa-411	1	8	2014	2014	NUM
ijassa-411	1	9	)	)	PUNCT
ijassa-411	1	10	vol.14	vol.14	NOUN
ijassa-411	1	11	no.1	no.1	VERB
ijassa-411	1	12	84	84	NUM
ijassa-411	1	13	-	-	SYM
ijassa-411	1	14	100	100	NUM
ijassa-411	1	15	optimized	optimize	VERB
ijassa-411	1	16	resource	resource	NOUN
ijassa-411	1	17	-	-	PUNCT
ijassa-411	1	18	to	to	ADP
ijassa-411	1	19	-	-	PUNCT
ijassa-411	1	20	task	task	NOUN
ijassa-411	1	21	scheduler	scheduler	NOUN
ijassa-411	1	22	for	for	ADP
ijassa-411	1	23	cloud	cloud	NOUN
ijassa-411	1	24	service	service	PROPN
ijassa-411	1	25	r.	r.	PROPN
ijassa-411	1	26	a.	a.	PROPN
ijassa-411	1	27	karthika	karthika	PROPN
ijassa-411	1	28	and	and	CCONJ
ijassa-411	1	29	a.	a.	NOUN
ijassa-411	1	30	shajin	shajin	NOUN
ijassa-411	1	31	nargunam	nargunam	PROPN
ijassa-411	1	32	computer	computer	PROPN
ijassa-411	1	33	science	science	PROPN
ijassa-411	1	34	&	&	CCONJ
ijassa-411	1	35	engineering	engineering	PROPN
ijassa-411	1	36	department	department	PROPN
ijassa-411	1	37	,	,	PUNCT
ijassa-411	1	38	noorul	noorul	PROPN
ijassa-411	1	39	islam	islam	PROPN
ijassa-411	1	40	university	university	PROPN
ijassa-411	1	41	,	,	PUNCT
ijassa-411	1	42	tamilnadu	tamilnadu	NOUN
ijassa-411	1	43	,	,	PUNCT
ijassa-411	1	44	india-629180	india-629180	NOUN
ijassa-411	1	45	abstract	abstract	VERB
ijassa-411	1	46	a	a	DET
ijassa-411	1	47	key	key	ADJ
ijassa-411	1	48	concern	concern	NOUN
ijassa-411	1	49	in	in	ADP
ijassa-411	1	50	cloud	cloud	NOUN
ijassa-411	1	51	computing	computing	NOUN
ijassa-411	1	52	setting	setting	NOUN
ijassa-411	1	53	is	be	AUX
ijassa-411	1	54	to	to	PART
ijassa-411	1	55	capitalize	capitalize	VERB
ijassa-411	1	56	on	on	ADP
ijassa-411	1	57	turnover	turnover	NOUN
ijassa-411	1	58	by	by	ADP
ijassa-411	1	59	accommodating	accommodate	VERB
ijassa-411	1	60	all	all	DET
ijassa-411	1	61	arriving	arrive	VERB
ijassa-411	1	62	needs	need	NOUN
ijassa-411	1	63	and	and	CCONJ
ijassa-411	1	64	to	to	PART
ijassa-411	1	65	diminish	diminish	VERB
ijassa-411	1	66	bad	bad	ADJ
ijassa-411	1	67	consequences	consequence	NOUN
ijassa-411	1	68	for	for	ADP
ijassa-411	1	69	cloud	cloud	NOUN
ijassa-411	1	70	providers	provider	NOUN
ijassa-411	1	71	.	.	PUNCT
ijassa-411	2	1	attaining	attain	VERB
ijassa-411	2	2	these	these	DET
ijassa-411	2	3	purposes	purpose	NOUN
ijassa-411	2	4	extremely	extremely	ADV
ijassa-411	2	5	depends	depend	VERB
ijassa-411	2	6	on	on	ADP
ijassa-411	2	7	optimal	optimal	ADJ
ijassa-411	2	8	usage	usage	NOUN
ijassa-411	2	9	of	of	ADP
ijassa-411	2	10	accessible	accessible	ADJ
ijassa-411	2	11	resources	resource	NOUN
ijassa-411	2	12	in	in	ADP
ijassa-411	2	13	datacenters	datacenter	NOUN
ijassa-411	2	14	.	.	PUNCT
ijassa-411	3	1	to	to	PART
ijassa-411	3	2	diminish	diminish	VERB
ijassa-411	3	3	the	the	DET
ijassa-411	3	4	power	power	NOUN
ijassa-411	3	5	and	and	CCONJ
ijassa-411	3	6	time	time	NOUN
ijassa-411	3	7	consumption	consumption	NOUN
ijassa-411	3	8	in	in	ADP
ijassa-411	3	9	cloud	cloud	NOUN
ijassa-411	3	10	computing	computing	NOUN
ijassa-411	3	11	environment	environment	NOUN
ijassa-411	3	12	,	,	PUNCT
ijassa-411	3	13	the	the	DET
ijassa-411	3	14	previous	previous	ADJ
ijassa-411	3	15	work	work	NOUN
ijassa-411	3	16	evaluate	evaluate	VERB
ijassa-411	3	17	the	the	DET
ijassa-411	3	18	process	process	NOUN
ijassa-411	3	19	of	of	ADP
ijassa-411	3	20	identifying	identify	VERB
ijassa-411	3	21	level	level	NOUN
ijassa-411	3	22	of	of	ADP
ijassa-411	3	23	each	each	DET
ijassa-411	3	24	server	server	NOUN
ijassa-411	3	25	peer	peer	NOUN
ijassa-411	3	26	consuming	consume	VERB
ijassa-411	3	27	power	power	NOUN
ijassa-411	3	28	and	and	CCONJ
ijassa-411	3	29	task	task	NOUN
ijassa-411	3	30	execution	execution	NOUN
ijassa-411	3	31	time	time	NOUN
ijassa-411	3	32	to	to	PART
ijassa-411	3	33	perform	perform	VERB
ijassa-411	3	34	web	web	NOUN
ijassa-411	3	35	requests	request	NOUN
ijassa-411	3	36	from	from	ADP
ijassa-411	3	37	client	client	NOUN
ijassa-411	3	38	peers	peer	NOUN
ijassa-411	3	39	.	.	PUNCT
ijassa-411	4	1	this	this	DET
ijassa-411	4	2	work	work	NOUN
ijassa-411	4	3	explains	explain	VERB
ijassa-411	4	4	inadequacies	inadequacy	NOUN
ijassa-411	4	5	caused	cause	VERB
ijassa-411	4	6	by	by	ADP
ijassa-411	4	7	the	the	DET
ijassa-411	4	8	absence	absence	NOUN
ijassa-411	4	9	of	of	ADP
ijassa-411	4	10	resource	resource	NOUN
ijassa-411	4	11	organization	organization	NOUN
ijassa-411	4	12	method	method	NOUN
ijassa-411	4	13	and	and	CCONJ
ijassa-411	4	14	propose	propose	VERB
ijassa-411	4	15	a	a	DET
ijassa-411	4	16	geometric	geometric	ADJ
ijassa-411	4	17	representation	representation	NOUN
ijassa-411	4	18	using	use	VERB
ijassa-411	4	19	scheduler	scheduler	NOUN
ijassa-411	4	20	-	-	PUNCT
ijassa-411	4	21	based	base	VERB
ijassa-411	4	22	optimal	optimal	ADJ
ijassa-411	4	23	resource	resource	NOUN
ijassa-411	4	24	allocation	allocation	NOUN
ijassa-411	4	25	(	(	PUNCT
ijassa-411	4	26	s	s	NOUN
ijassa-411	4	27	-	-	PUNCT
ijassa-411	4	28	ora	ora	NOUN
ijassa-411	4	29	)	)	PUNCT
ijassa-411	4	30	.	.	PUNCT
ijassa-411	5	1	the	the	DET
ijassa-411	5	2	proposed	propose	VERB
ijassa-411	5	3	s	s	NOUN
ijassa-411	5	4	-	-	PUNCT
ijassa-411	5	5	ora	ora	NOUN
ijassa-411	5	6	scheme	scheme	NOUN
ijassa-411	5	7	investigates	investigate	VERB
ijassa-411	5	8	the	the	DET
ijassa-411	5	9	suitability	suitability	NOUN
ijassa-411	5	10	of	of	ADP
ijassa-411	5	11	commercial	commercial	ADJ
ijassa-411	5	12	cloud	cloud	NOUN
ijassa-411	5	13	service	service	NOUN
ijassa-411	5	14	using	use	VERB
ijassa-411	5	15	amazon	amazon	PROPN
ijassa-411	5	16	ec2	ec2	PROPN
ijassa-411	5	17	to	to	ADP
ijassa-411	5	18	hierarchical	hierarchical	ADJ
ijassa-411	5	19	data	datum	NOUN
ijassa-411	5	20	exchange	exchange	NOUN
ijassa-411	5	21	between	between	ADP
ijassa-411	5	22	multiple	multiple	ADJ
ijassa-411	5	23	cloud	cloud	ADJ
ijassa-411	5	24	instances	instance	NOUN
ijassa-411	5	25	with	with	ADP
ijassa-411	5	26	minimal	minimal	ADJ
ijassa-411	5	27	resource	resource	NOUN
ijassa-411	5	28	utilization	utilization	NOUN
ijassa-411	5	29	.	.	PUNCT
ijassa-411	6	1	the	the	DET
ijassa-411	6	2	experimental	experimental	ADJ
ijassa-411	6	3	evaluation	evaluation	NOUN
ijassa-411	6	4	shows	show	VERB
ijassa-411	6	5	that	that	SCONJ
ijassa-411	6	6	proposed	propose	VERB
ijassa-411	6	7	performance	performance	NOUN
ijassa-411	6	8	of	of	ADP
ijassa-411	6	9	cloud	cloud	NOUN
ijassa-411	6	10	computing	computing	NOUN
ijassa-411	6	11	services	service	NOUN
ijassa-411	6	12	including	include	VERB
ijassa-411	6	13	amazon	amazon	PROPN
ijassa-411	6	14	ec2	ec2	PROPN
ijassa-411	6	15	,	,	PUNCT
ijassa-411	6	16	with	with	ADP
ijassa-411	6	17	suitable	suitable	ADJ
ijassa-411	6	18	management	management	NOUN
ijassa-411	6	19	of	of	ADP
ijassa-411	6	20	resources	resource	NOUN
ijassa-411	6	21	result	result	VERB
ijassa-411	6	22	in	in	ADP
ijassa-411	6	23	an	an	DET
ijassa-411	6	24	increment	increment	NOUN
ijassa-411	6	25	of	of	ADP
ijassa-411	6	26	profit	profit	NOUN
ijassa-411	6	27	by	by	ADP
ijassa-411	6	28	reducing	reduce	VERB
ijassa-411	6	29	rejected	reject	VERB
ijassa-411	6	30	requests	request	NOUN
ijassa-411	6	31	of	of	ADP
ijassa-411	6	32	the	the	DET
ijassa-411	6	33	cloud	cloud	NOUN
ijassa-411	6	34	.	.	PUNCT
ijassa-411	7	1	keywords	keyword	NOUN
ijassa-411	7	2	cloud	cloud	PROPN
ijassa-411	7	3	instance	instance	NOUN
ijassa-411	7	4	,	,	PUNCT
ijassa-411	7	5	distributed	distributed	ADJ
ijassa-411	7	6	networks	network	NOUN
ijassa-411	7	7	,	,	PUNCT
ijassa-411	7	8	resource	resource	NOUN
ijassa-411	7	9	utilization	utilization	NOUN
ijassa-411	7	10	,	,	PUNCT
ijassa-411	7	11	rejected	reject	VERB
ijassa-411	7	12	requests	request	NOUN
ijassa-411	7	13	.	.	PUNCT
ijassa-411	8	1	1	1	NUM
ijassa-411	8	2	introduction	introduction	NOUN
ijassa-411	8	3	with	with	ADP
ijassa-411	8	4	the	the	DET
ijassa-411	8	5	fast	fast	ADJ
ijassa-411	8	6	development	development	NOUN
ijassa-411	8	7	of	of	ADP
ijassa-411	8	8	computing	computing	NOUN
ijassa-411	8	9	,	,	PUNCT
ijassa-411	8	10	storage	storage	NOUN
ijassa-411	8	11	space	space	NOUN
ijassa-411	8	12	and	and	CCONJ
ijassa-411	8	13	system	system	NOUN
ijassa-411	8	14	tools	tool	NOUN
ijassa-411	8	15	,	,	PUNCT
ijassa-411	8	16	dispersed	disperse	VERB
ijassa-411	8	17	calculating	calculate	VERB
ijassa-411	8	18	paradigms	paradigm	NOUN
ijassa-411	8	19	have	have	AUX
ijassa-411	8	20	undergone	undergo	VERB
ijassa-411	8	21	intense	intense	ADJ
ijassa-411	8	22	amends	amend	NOUN
ijassa-411	8	23	in	in	ADP
ijassa-411	8	24	the	the	DET
ijassa-411	8	25	precedent	precedent	NOUN
ijassa-411	8	26	decade	decade	NOUN
ijassa-411	8	27	.	.	PUNCT
ijassa-411	9	1	such	such	DET
ijassa-411	9	2	a	a	DET
ijassa-411	9	3	mutiny	mutiny	NOUN
ijassa-411	9	4	allows	allow	VERB
ijassa-411	9	5	request	request	NOUN
ijassa-411	9	6	service	service	NOUN
ijassa-411	9	7	providers	provider	NOUN
ijassa-411	9	8	(	(	PUNCT
ijassa-411	9	9	asps	asps	PROPN
ijassa-411	9	10	)	)	PUNCT
ijassa-411	9	11	to	to	PART
ijassa-411	9	12	organize	organize	VERB
ijassa-411	9	13	treacle	treacle	NOUN
ijassa-411	9	14	or	or	CCONJ
ijassa-411	9	15	even	even	ADV
ijassa-411	9	16	pet	pet	ADJ
ijassa-411	9	17	scale	scale	NOUN
ijassa-411	9	18	requests	request	NOUN
ijassa-411	9	19	for	for	ADP
ijassa-411	9	20	manufacture	manufacture	NOUN
ijassa-411	9	21	reason	reason	NOUN
ijassa-411	9	22	.	.	PUNCT
ijassa-411	10	1	for	for	ADP
ijassa-411	10	2	instance	instance	NOUN
ijassa-411	10	3	,	,	PUNCT
ijassa-411	10	4	employing	employ	VERB
ijassa-411	10	5	cluster	cluster	NOUN
ijassa-411	10	6	or	or	CCONJ
ijassa-411	10	7	grid	grid	NOUN
ijassa-411	10	8	calculating	calculate	VERB
ijassa-411	10	9	amenities	amenity	NOUN
ijassa-411	10	10	,	,	PUNCT
ijassa-411	10	11	scientists	scientist	NOUN
ijassa-411	10	12	are	be	AUX
ijassa-411	10	13	capable	capable	ADJ
ijassa-411	10	14	to	to	PART
ijassa-411	10	15	sprint	sprint	VERB
ijassa-411	10	16	large	large	ADJ
ijassa-411	10	17	-	-	PUNCT
ijassa-411	10	18	scale	scale	NOUN
ijassa-411	10	19	climate	climate	NOUN
ijassa-411	10	20	anticipate	anticipate	VERB
ijassa-411	10	21	representations	representation	NOUN
ijassa-411	10	22	with	with	ADP
ijassa-411	10	23	a	a	DET
ijassa-411	10	24	huge	huge	ADJ
ijassa-411	10	25	quantity	quantity	NOUN
ijassa-411	10	26	of	of	ADP
ijassa-411	10	27	data	datum	NOUN
ijassa-411	10	28	engendered	engender	VERB
ijassa-411	10	29	from	from	ADP
ijassa-411	10	30	the	the	DET
ijassa-411	10	31	most	most	ADV
ijassa-411	10	32	superior	superior	ADJ
ijassa-411	10	33	scientific	scientific	ADJ
ijassa-411	10	34	tools	tool	NOUN
ijassa-411	10	35	,	,	PUNCT
ijassa-411	10	36	and	and	CCONJ
ijassa-411	10	37	regularly	regularly	ADV
ijassa-411	10	38	issue	issue	VERB
ijassa-411	10	39	the	the	DET
ijassa-411	10	40	estimate	estimate	NOUN
ijassa-411	10	41	outcome	outcome	NOUN
ijassa-411	10	42	to	to	ADP
ijassa-411	10	43	the	the	DET
ijassa-411	10	44	universal	universal	ADJ
ijassa-411	10	45	public	public	NOUN
ijassa-411	10	46	.	.	PUNCT
ijassa-411	11	1	nevertheless	nevertheless	ADV
ijassa-411	11	2	,	,	PUNCT
ijassa-411	11	3	owing	owe	VERB
ijassa-411	11	4	to	to	ADP
ijassa-411	11	5	the	the	DET
ijassa-411	11	6	vast	vast	ADJ
ijassa-411	11	7	computational	computational	ADJ
ijassa-411	11	8	intricacy	intricacy	NOUN
ijassa-411	11	9	and	and	CCONJ
ijassa-411	11	10	elevated	elevated	ADJ
ijassa-411	11	11	quantity	quantity	NOUN
ijassa-411	11	12	of	of	ADP
ijassa-411	11	13	data	datum	NOUN
ijassa-411	11	14	,	,	PUNCT
ijassa-411	11	15	such	such	ADJ
ijassa-411	11	16	requests	request	NOUN
ijassa-411	11	17	need	need	VERB
ijassa-411	11	18	demanding	demand	VERB
ijassa-411	11	19	resource	resource	NOUN
ijassa-411	11	20	practice	practice	NOUN
ijassa-411	11	21	and	and	CCONJ
ijassa-411	11	22	place	place	VERB
ijassa-411	11	23	a	a	DET
ijassa-411	11	24	serious	serious	ADJ
ijassa-411	11	25	financial	financial	ADJ
ijassa-411	11	26	weight	weight	NOUN
ijassa-411	11	27	on	on	ADP
ijassa-411	11	28	the	the	DET
ijassa-411	11	29	association	association	NOUN
ijassa-411	11	30	who	who	PRON
ijassa-411	11	31	systems	system	NOUN
ijassa-411	11	32	,	,	PUNCT
ijassa-411	11	33	upholds	uphold	VERB
ijassa-411	11	34	and	and	CCONJ
ijassa-411	11	35	functions	function	VERB
ijassa-411	11	36	these	these	DET
ijassa-411	11	37	possessions	possession	NOUN
ijassa-411	11	38	.	.	PUNCT
ijassa-411	12	1	in	in	ADP
ijassa-411	12	2	the	the	DET
ijassa-411	12	3	kingdom	kingdom	NOUN
ijassa-411	12	4	of	of	ADP
ijassa-411	12	5	large	large	ADJ
ijassa-411	12	6	-	-	PUNCT
ijassa-411	12	7	scale	scale	NOUN
ijassa-411	12	8	dispersed	disperse	VERB
ijassa-411	12	9	computing	computing	NOUN
ijassa-411	12	10	,	,	PUNCT
ijassa-411	12	11	the	the	DET
ijassa-411	12	12	rising	rise	VERB
ijassa-411	12	13	cloud	cloud	NOUN
ijassa-411	12	14	computing	computing	NOUN
ijassa-411	12	15	notion	notion	NOUN
ijassa-411	12	16	,	,	PUNCT
ijassa-411	12	17	with	with	ADP
ijassa-411	12	18	its	its	PRON
ijassa-411	12	19	almost	almost	ADV
ijassa-411	12	20	infifinite	infifinite	NOUN
ijassa-411	12	21	possessions	possession	NOUN
ijassa-411	12	22	and	and	CCONJ
ijassa-411	12	23	suppleness	suppleness	NOUN
ijassa-411	12	24	,	,	PUNCT
ijassa-411	12	25	is	be	AUX
ijassa-411	12	26	being	be	AUX
ijassa-411	12	27	accepted	accept	VERB
ijassa-411	12	28	with	with	ADP
ijassa-411	12	29	the	the	DET
ijassa-411	12	30	assurance	assurance	NOUN
ijassa-411	12	31	to	to	PART
ijassa-411	12	32	release	release	VERB
ijassa-411	12	33	asps	asp	NOUN
ijassa-411	12	34	from	from	ADP
ijassa-411	12	35	the	the	DET
ijassa-411	12	36	upfront	upfront	ADJ
ijassa-411	12	37	system	system	NOUN
ijassa-411	12	38	and	and	CCONJ
ijassa-411	12	39	preservation	preservation	NOUN
ijassa-411	12	40	cost	cost	NOUN
ijassa-411	12	41	of	of	ADP
ijassa-411	12	42	the	the	DET
ijassa-411	12	43	communications	communication	NOUN
ijassa-411	12	44	.	.	PUNCT
ijassa-411	13	1	as	as	ADP
ijassa-411	13	2	an	an	DET
ijassa-411	13	3	efficient	efficient	ADJ
ijassa-411	13	4	means	mean	NOUN
ijassa-411	13	5	of	of	ADP
ijassa-411	13	6	giving	give	VERB
ijassa-411	13	7	subtracting	subtract	VERB
ijassa-411	13	8	resources	resource	NOUN
ijassa-411	13	9	in	in	ADP
ijassa-411	13	10	a	a	DET
ijassa-411	13	11	shape	shape	NOUN
ijassa-411	13	12	of	of	ADP
ijassa-411	13	13	usefulness	usefulness	NOUN
ijassa-411	13	14	,	,	PUNCT
ijassa-411	13	15	advances	advance	NOUN
ijassa-411	13	16	in	in	ADP
ijassa-411	13	17	systems	system	NOUN
ijassa-411	13	18	science	science	NOUN
ijassa-411	13	19	and	and	CCONJ
ijassa-411	13	20	applications	application	NOUN
ijassa-411	13	21	(	(	PUNCT
ijassa-411	13	22	2014	2014	NUM
ijassa-411	13	23	)	)	PUNCT
ijassa-411	13	24	vol.14	vol.14	NOUN
ijassa-411	13	25	no.1	no.1	PUNCT
ijassa-411	13	26	85	85	NUM
ijassa-411	13	27	cloud	cloud	NOUN
ijassa-411	13	28	computing	computing	NOUN
ijassa-411	13	29	has	have	AUX
ijassa-411	13	30	lately	lately	ADV
ijassa-411	13	31	concerned	concern	VERB
ijassa-411	13	32	a	a	DET
ijassa-411	13	33	considerable	considerable	ADJ
ijassa-411	13	34	quantity	quantity	NOUN
ijassa-411	13	35	of	of	ADP
ijassa-411	13	36	concentration	concentration	NOUN
ijassa-411	13	37	for	for	ADP
ijassa-411	13	38	both	both	PRON
ijassa-411	13	39	manufacturing	manufacturing	NOUN
ijassa-411	13	40	and	and	CCONJ
ijassa-411	13	41	academic	academic	ADJ
ijassa-411	13	42	world	world	NOUN
ijassa-411	13	43	.	.	PUNCT
ijassa-411	14	1	the	the	DET
ijassa-411	14	2	example	example	NOUN
ijassa-411	14	3	move	move	NOUN
ijassa-411	14	4	to	to	ADP
ijassa-411	14	5	cloud	cloud	NOUN
ijassa-411	14	6	computing	computing	NOUN
ijassa-411	14	7	is	be	AUX
ijassa-411	14	8	determined	determine	VERB
ijassa-411	14	9	by	by	ADP
ijassa-411	14	10	strapping	strap	VERB
ijassa-411	14	11	command	command	NOUN
ijassa-411	14	12	,	,	PUNCT
ijassa-411	14	13	particularly	particularly	ADV
ijassa-411	14	14	from	from	ADP
ijassa-411	14	15	endeavors	endeavor	NOUN
ijassa-411	14	16	,	,	PUNCT
ijassa-411	14	17	to	to	PART
ijassa-411	14	18	progress	progress	VERB
ijassa-411	14	19	the	the	DET
ijassa-411	14	20	general	general	ADJ
ijassa-411	14	21	efficiency	efficiency	NOUN
ijassa-411	14	22	by	by	ADP
ijassa-411	14	23	means	mean	NOUN
ijassa-411	14	24	of	of	ADP
ijassa-411	14	25	and	and	CCONJ
ijassa-411	14	26	running	run	VERB
ijassa-411	14	27	computing	computing	NOUN
ijassa-411	14	28	possessions	possession	NOUN
ijassa-411	14	29	.	.	PUNCT
ijassa-411	15	1	cloud	cloud	ADJ
ijassa-411	15	2	repair	repair	NOUN
ijassa-411	15	3	providers	provider	NOUN
ijassa-411	15	4	employ	employ	VERB
ijassa-411	15	5	datacenters	datacenter	NOUN
ijassa-411	15	6	to	to	PART
ijassa-411	15	7	stipulation	stipulation	VERB
ijassa-411	15	8	a	a	DET
ijassa-411	15	9	common	common	ADJ
ijassa-411	15	10	pool	pool	NOUN
ijassa-411	15	11	of	of	ADP
ijassa-411	15	12	calculation	calculation	NOUN
ijassa-411	15	13	,	,	PUNCT
ijassa-411	15	14	storage	storage	NOUN
ijassa-411	15	15	space	space	NOUN
ijassa-411	15	16	and	and	CCONJ
ijassa-411	15	17	bandwidth	bandwidth	ADJ
ijassa-411	15	18	possessions	possession	NOUN
ijassa-411	15	19	,	,	PUNCT
ijassa-411	15	20	to	to	PART
ijassa-411	15	21	be	be	AUX
ijassa-411	15	22	exercised	exercise	VERB
ijassa-411	15	23	by	by	ADP
ijassa-411	15	24	requests	request	NOUN
ijassa-411	15	25	when	when	SCONJ
ijassa-411	15	26	the	the	DET
ijassa-411	15	27	requirement	requirement	NOUN
ijassa-411	15	28	arises	arise	VERB
ijassa-411	15	29	.	.	PUNCT
ijassa-411	16	1	as	as	SCONJ
ijassa-411	16	2	resources	resource	NOUN
ijassa-411	16	3	at	at	ADP
ijassa-411	16	4	datacenters	datacenter	NOUN
ijassa-411	16	5	are	be	AUX
ijassa-411	16	6	common	common	ADJ
ijassa-411	16	7	by	by	ADP
ijassa-411	16	8	using	use	VERB
ijassa-411	16	9	virtualization	virtualization	NOUN
ijassa-411	16	10	,	,	PUNCT
ijassa-411	16	11	requests	request	NOUN
ijassa-411	16	12	are	be	AUX
ijassa-411	16	13	permissible	permissible	ADJ
ijassa-411	16	14	to	to	ADP
ijassa-411	16	15	statistically	statistically	ADV
ijassa-411	16	16	complex	complex	VERB
ijassa-411	16	17	such	such	ADJ
ijassa-411	16	18	possessions	possession	NOUN
ijassa-411	16	19	in	in	ADP
ijassa-411	16	20	the	the	DET
ijassa-411	16	21	structure	structure	NOUN
ijassa-411	16	22	of	of	ADP
ijassa-411	16	23	practical	practical	ADJ
ijassa-411	16	24	machines	machine	NOUN
ijassa-411	16	25	.	.	PUNCT
ijassa-411	17	1	completion	completion	NOUN
ijassa-411	17	2	of	of	ADP
ijassa-411	17	3	cloud	cloud	NOUN
ijassa-411	17	4	arrangement	arrangement	NOUN
ijassa-411	17	5	has	have	AUX
ijassa-411	17	6	been	be	AUX
ijassa-411	17	7	probable	probable	ADJ
ijassa-411	17	8	with	with	ADP
ijassa-411	17	9	release	release	NOUN
ijassa-411	17	10	source	source	NOUN
ijassa-411	17	11	and	and	CCONJ
ijassa-411	17	12	profitable	profitable	ADJ
ijassa-411	17	13	software	software	NOUN
ijassa-411	17	14	letters	letter	NOUN
ijassa-411	17	15	.	.	PUNCT
ijassa-411	18	1	in	in	ADP
ijassa-411	18	2	the	the	DET
ijassa-411	18	3	middle	middle	NOUN
ijassa-411	18	4	of	of	ADP
ijassa-411	18	5	them	they	PRON
ijassa-411	18	6	opennebula	opennebula	ADJ
ijassa-411	18	7	,	,	PUNCT
ijassa-411	18	8	eucalyptus	eucalyptus	NOUN
ijassa-411	18	9	,	,	PUNCT
ijassa-411	18	10	and	and	CCONJ
ijassa-411	18	11	openqrm	openqrm	NOUN
ijassa-411	18	12	are	be	AUX
ijassa-411	18	13	finest	fine	ADJ
ijassa-411	18	14	option	option	NOUN
ijassa-411	18	15	for	for	ADP
ijassa-411	18	16	making	make	VERB
ijassa-411	18	17	iaas	iaas	PROPN
ijassa-411	18	18	cloud	cloud	NOUN
ijassa-411	18	19	communications	communication	NOUN
ijassa-411	18	20	as	as	ADP
ijassa-411	18	21	a	a	DET
ijassa-411	18	22	release	release	NOUN
ijassa-411	18	23	basis	basis	NOUN
ijassa-411	18	24	service	service	NOUN
ijassa-411	18	25	.	.	PUNCT
ijassa-411	19	1	bringing	bring	VERB
ijassa-411	19	2	services	service	NOUN
ijassa-411	19	3	in	in	ADP
ijassa-411	19	4	iaas	iaas	PROPN
ijassa-411	19	5	stage	stage	NOUN
ijassa-411	19	6	has	have	AUX
ijassa-411	19	7	been	be	AUX
ijassa-411	19	8	probable	probable	ADJ
ijassa-411	19	9	by	by	ADP
ijassa-411	19	10	means	mean	NOUN
ijassa-411	19	11	of	of	ADP
ijassa-411	19	12	datacenters	datacenter	NOUN
ijassa-411	19	13	as	as	ADP
ijassa-411	19	14	possessions	possession	NOUN
ijassa-411	19	15	with	with	ADP
ijassa-411	19	16	the	the	DET
ijassa-411	19	17	assist	assist	NOUN
ijassa-411	19	18	of	of	ADP
ijassa-411	19	19	virtualization	virtualization	NOUN
ijassa-411	19	20	knowledge	knowledge	NOUN
ijassa-411	19	21	.	.	PUNCT
ijassa-411	20	1	virtualization	virtualization	NOUN
ijassa-411	20	2	is	be	AUX
ijassa-411	20	3	equipment	equipment	NOUN
ijassa-411	20	4	that	that	SCONJ
ijassa-411	20	5	intangibles	intangible	NOUN
ijassa-411	20	6	absent	absent	ADJ
ijassa-411	20	7	the	the	DET
ijassa-411	20	8	particulars	particular	NOUN
ijassa-411	20	9	of	of	ADP
ijassa-411	20	10	corporeal	corporeal	ADJ
ijassa-411	20	11	hardware	hardware	NOUN
ijassa-411	20	12	and	and	CCONJ
ijassa-411	20	13	gives	give	VERB
ijassa-411	20	14	virtualized	virtualize	VERB
ijassa-411	20	15	resources	resource	NOUN
ijassa-411	20	16	for	for	ADP
ijassa-411	20	17	high	high	ADJ
ijassa-411	20	18	-	-	PUNCT
ijassa-411	20	19	level	level	NOUN
ijassa-411	20	20	requests	request	NOUN
ijassa-411	20	21	.	.	PUNCT
ijassa-411	21	1	virtualization	virtualization	NOUN
ijassa-411	21	2	is	be	AUX
ijassa-411	21	3	a	a	DET
ijassa-411	21	4	leading	lead	VERB
ijassa-411	21	5	expertise	expertise	NOUN
ijassa-411	21	6	in	in	ADP
ijassa-411	21	7	the	the	DET
ijassa-411	21	8	countenance	countenance	NOUN
ijassa-411	21	9	of	of	ADP
ijassa-411	21	10	resource	resource	NOUN
ijassa-411	21	11	operation	operation	NOUN
ijassa-411	21	12	sorting	sorting	NOUN
ijassa-411	21	13	in	in	ADP
ijassa-411	21	14	huge	huge	ADJ
ijassa-411	21	15	kind	kind	NOUN
ijassa-411	21	16	of	of	ADP
ijassa-411	21	17	resources	resource	NOUN
ijassa-411	21	18	from	from	ADP
ijassa-411	21	19	mainframe	mainframe	NOUN
ijassa-411	21	20	,	,	PUNCT
ijassa-411	21	21	recall	recall	VERB
ijassa-411	21	22	to	to	ADP
ijassa-411	21	23	storage	storage	NOUN
ijassa-411	21	24	and	and	CCONJ
ijassa-411	21	25	system	system	NOUN
ijassa-411	21	26	.	.	PUNCT
ijassa-411	22	1	leveraging	leverage	VERB
ijassa-411	22	2	virtualization	virtualization	NOUN
ijassa-411	22	3	creates	create	VERB
ijassa-411	22	4	it	it	PRON
ijassa-411	22	5	probable	probable	ADJ
ijassa-411	22	6	to	to	PART
ijassa-411	22	7	combine	combine	VERB
ijassa-411	22	8	,	,	PUNCT
ijassa-411	22	9	disconnect	disconnect	PROPN
ijassa-411	22	10	and	and	CCONJ
ijassa-411	22	11	evolutes	evolute	VERB
ijassa-411	22	12	resource	resource	NOUN
ijassa-411	22	13	operation	operation	NOUN
ijassa-411	22	14	.	.	PUNCT
ijassa-411	23	1	spanning	span	VERB
ijassa-411	23	2	and	and	CCONJ
ijassa-411	23	3	dimension	dimension	NOUN
ijassa-411	23	4	of	of	ADP
ijassa-411	23	5	the	the	DET
ijassa-411	23	6	cloud	cloud	ADJ
ijassa-411	23	7	possessions	possession	NOUN
ijassa-411	23	8	demand	demand	NOUN
ijassa-411	23	9	arrangements	arrangement	NOUN
ijassa-411	23	10	for	for	ADP
ijassa-411	23	11	resource	resource	NOUN
ijassa-411	23	12	administration	administration	NOUN
ijassa-411	23	13	and	and	CCONJ
ijassa-411	23	14	transmitting	transmitting	NOUN
ijassa-411	23	15	requests	request	NOUN
ijassa-411	23	16	.	.	PUNCT
ijassa-411	24	1	this	this	DET
ijassa-411	24	2	subject	subject	NOUN
ijassa-411	24	3	is	be	AUX
ijassa-411	24	4	an	an	DET
ijassa-411	24	5	inspiration	inspiration	NOUN
ijassa-411	24	6	to	to	PART
ijassa-411	24	7	suggest	suggest	VERB
ijassa-411	24	8	algorithms	algorithm	NOUN
ijassa-411	24	9	and	and	CCONJ
ijassa-411	24	10	machines	machine	NOUN
ijassa-411	24	11	for	for	ADP
ijassa-411	24	12	allocation	allocation	NOUN
ijassa-411	24	13	,	,	PUNCT
ijassa-411	24	14	harmonizing	harmonize	VERB
ijassa-411	24	15	and	and	CCONJ
ijassa-411	24	16	organization	organization	NOUN
ijassa-411	24	17	of	of	ADP
ijassa-411	24	18	resources	resource	NOUN
ijassa-411	24	19	in	in	ADP
ijassa-411	24	20	cloud	cloud	NOUN
ijassa-411	24	21	surroundings	surrounding	NOUN
ijassa-411	24	22	.	.	PUNCT
ijassa-411	25	1	current	current	ADJ
ijassa-411	25	2	years	year	NOUN
ijassa-411	25	3	there	there	PRON
ijassa-411	25	4	have	have	AUX
ijassa-411	25	5	been	be	AUX
ijassa-411	25	6	planned	plan	VERB
ijassa-411	25	7	different	different	ADJ
ijassa-411	25	8	algorithms	algorithm	NOUN
ijassa-411	25	9	for	for	ADP
ijassa-411	25	10	organization	organization	NOUN
ijassa-411	25	11	and	and	CCONJ
ijassa-411	25	12	qos	qos	PROPN
ijassa-411	25	13	provisioning	provisioning	NOUN
ijassa-411	25	14	in	in	ADP
ijassa-411	25	15	the	the	DET
ijassa-411	25	16	cloud	cloud	ADJ
ijassa-411	25	17	resources	resource	NOUN
ijassa-411	25	18	.	.	PUNCT
ijassa-411	26	1	the	the	DET
ijassa-411	26	2	objective	objective	NOUN
ijassa-411	26	3	of	of	ADP
ijassa-411	26	4	such	such	DET
ijassa-411	26	5	a	a	DET
ijassa-411	26	6	cloud	cloud	NOUN
ijassa-411	26	7	is	be	AUX
ijassa-411	26	8	to	to	PART
ijassa-411	26	9	supply	supply	VERB
ijassa-411	26	10	competent	competent	ADJ
ijassa-411	26	11	good	good	ADJ
ijassa-411	26	12	method	method	NOUN
ijassa-411	26	13	questioning	question	VERB
ijassa-411	26	14	on	on	ADP
ijassa-411	26	15	the	the	DET
ijassa-411	26	16	back	back	ADJ
ijassa-411	26	17	-	-	PUNCT
ijassa-411	26	18	end	end	NOUN
ijassa-411	26	19	data	datum	NOUN
ijassa-411	26	20	at	at	ADP
ijassa-411	26	21	a	a	DET
ijassa-411	26	22	short	short	ADJ
ijassa-411	26	23	cost	cost	NOUN
ijassa-411	26	24	with	with	ADP
ijassa-411	26	25	clever	clever	ADJ
ijassa-411	26	26	mode	mode	NOUN
ijassa-411	26	27	while	while	SCONJ
ijassa-411	26	28	being	be	AUX
ijassa-411	26	29	reasonably	reasonably	ADV
ijassa-411	26	30	practical	practical	ADJ
ijassa-411	26	31	,	,	PUNCT
ijassa-411	26	32	and	and	CCONJ
ijassa-411	26	33	in	in	ADP
ijassa-411	26	34	addition	addition	NOUN
ijassa-411	26	35	,	,	PUNCT
ijassa-411	26	36	best	well	ADV
ijassa-411	26	37	advantageous	advantageous	ADJ
ijassa-411	26	38	and	and	CCONJ
ijassa-411	26	39	also	also	ADV
ijassa-411	26	40	receiving	receive	VERB
ijassa-411	26	41	decrease	decrease	NOUN
ijassa-411	26	42	of	of	ADP
ijassa-411	26	43	preparation	preparation	NOUN
ijassa-411	26	44	cost	cost	NOUN
ijassa-411	26	45	on	on	ADP
ijassa-411	26	46	command	command	NOUN
ijassa-411	26	47	changes	change	NOUN
ijassa-411	26	48	.	.	PUNCT
ijassa-411	27	1	a	a	DET
ijassa-411	27	2	worth	worth	NOUN
ijassa-411	27	3	over	over	ADP
ijassa-411	27	4	the	the	DET
ijassa-411	27	5	commission	commission	NOUN
ijassa-411	27	6	charge	charge	NOUN
ijassa-411	27	7	for	for	ADP
ijassa-411	27	8	every	every	DET
ijassa-411	27	9	structure	structure	NOUN
ijassa-411	27	10	can	can	AUX
ijassa-411	27	11	make	make	VERB
ijassa-411	27	12	sure	sure	ADJ
ijassa-411	27	13	proceeds	proceed	NOUN
ijassa-411	27	14	for	for	ADP
ijassa-411	27	15	the	the	DET
ijassa-411	27	16	cloud	cloud	NOUN
ijassa-411	27	17	.	.	PUNCT
ijassa-411	28	1	and	and	CCONJ
ijassa-411	28	2	also	also	ADV
ijassa-411	28	3	inside	inside	ADP
ijassa-411	28	4	cloud	cloud	NOUN
ijassa-411	28	5	is	be	AUX
ijassa-411	28	6	occasionally	occasionally	ADV
ijassa-411	28	7	inform	inform	VERB
ijassa-411	28	8	his	his	PRON
ijassa-411	28	9	caches	cache	NOUN
ijassa-411	28	10	in	in	ADP
ijassa-411	28	11	turn	turn	NOUN
ijassa-411	28	12	as	as	ADV
ijassa-411	28	13	necessary	necessary	ADJ
ijassa-411	28	14	on	on	ADP
ijassa-411	28	15	diverse	diverse	ADJ
ijassa-411	28	16	cloud	cloud	NOUN
ijassa-411	28	17	and	and	CCONJ
ijassa-411	28	18	other	other	ADJ
ijassa-411	28	19	command	command	NOUN
ijassa-411	28	20	will	will	AUX
ijassa-411	28	21	almost	almost	ADV
ijassa-411	28	22	runs	run	VERB
ijassa-411	28	23	a	a	DET
ijassa-411	28	24	diverse	diverse	ADJ
ijassa-411	28	25	enthusiastic	enthusiastic	ADJ
ijassa-411	28	26	server	server	NOUN
ijassa-411	28	27	at	at	ADP
ijassa-411	28	28	an	an	DET
ijassa-411	28	29	instance	instance	NOUN
ijassa-411	28	30	on	on	ADP
ijassa-411	28	31	cloud	cloud	NOUN
ijassa-411	28	32	.	.	PUNCT
ijassa-411	29	1	2	2	NUM
ijassa-411	29	2	related	relate	VERB
ijassa-411	29	3	work	work	NOUN
ijassa-411	29	4	cloud	cloud	NOUN
ijassa-411	29	5	computing	computing	NOUN
ijassa-411	29	6	is	be	AUX
ijassa-411	29	7	a	a	DET
ijassa-411	29	8	hopeful	hopeful	ADJ
ijassa-411	29	9	commercial	commercial	ADJ
ijassa-411	29	10	framework	framework	NOUN
ijassa-411	29	11	that	that	PRON
ijassa-411	29	12	promises	promise	VERB
ijassa-411	29	13	to	to	PART
ijassa-411	29	14	do	do	VERB
ijassa-411	29	15	away	away	ADV
ijassa-411	29	16	with	with	ADP
ijassa-411	29	17	the	the	DET
ijassa-411	29	18	obligation	obligation	NOUN
ijassa-411	29	19	for	for	ADP
ijassa-411	29	20	supporting	support	VERB
ijassa-411	29	21	pricey	pricey	ADJ
ijassa-411	29	22	computing	computing	NOUN
ijassa-411	29	23	amenities	amenity	NOUN
ijassa-411	29	24	.	.	PUNCT
ijassa-411	30	1	nonetheless	nonetheless	ADV
ijassa-411	30	2	,	,	PUNCT
ijassa-411	30	3	the	the	DET
ijassa-411	30	4	current	current	ADJ
ijassa-411	30	5	cost	cost	NOUN
ijassa-411	30	6	-	-	PUNCT
ijassa-411	30	7	effective	effective	ADJ
ijassa-411	30	8	clouds	cloud	NOUN
ijassa-411	30	9	created	create	VERB
ijassa-411	30	10	to	to	PART
ijassa-411	30	11	continue	continue	VERB
ijassa-411	30	12	web	web	NOUN
ijassa-411	30	13	and	and	CCONJ
ijassa-411	30	14	minute	minute	NOUN
ijassa-411	30	15	database	database	NOUN
ijassa-411	30	16	workloads	workload	NOUN
ijassa-411	30	17	tremendously	tremendously	ADV
ijassa-411	30	18	vary	vary	VERB
ijassa-411	30	19	from	from	ADP
ijassa-411	30	20	characteristic	characteristic	ADJ
ijassa-411	30	21	computing	computing	NOUN
ijassa-411	30	22	workloads	workload	NOUN
ijassa-411	30	23	.	.	PUNCT
ijassa-411	31	1	while	while	SCONJ
ijassa-411	31	2	services	service	NOUN
ijassa-411	31	3	related	relate	VERB
ijassa-411	31	4	to	to	ADP
ijassa-411	31	5	current	current	ADJ
ijassa-411	31	6	cloud	cloud	NOUN
ijassa-411	31	7	computing	computing	NOUN
ijassa-411	31	8	are	be	AUX
ijassa-411	31	9	insufficient	insufficient	ADJ
ijassa-411	31	10	for	for	ADP
ijassa-411	31	11	scientific	scientific	ADJ
ijassa-411	31	12	computing	computing	NOUN
ijassa-411	31	13	,	,	PUNCT
ijassa-411	31	14	many	many	ADJ
ijassa-411	31	15	-	-	PUNCT
ijassa-411	31	16	task	task	NOUN
ijassa-411	31	17	computing	computing	NOUN
ijassa-411	32	1	[	[	X
ijassa-411	32	2	1	1	X
ijassa-411	32	3	]	]	PUNCT
ijassa-411	32	4	employing	employ	VERB
ijassa-411	32	5	loosely	loosely	ADV
ijassa-411	32	6	coupled	couple	VERB
ijassa-411	32	7	applications	application	NOUN
ijassa-411	32	8	which	which	PRON
ijassa-411	32	9	did	do	AUX
ijassa-411	32	10	not	not	PART
ijassa-411	32	11	provide	provide	VERB
ijassa-411	32	12	with	with	ADP
ijassa-411	32	13	resources	resource	NOUN
ijassa-411	32	14	,	,	PUNCT
ijassa-411	32	15	required	require	VERB
ijassa-411	32	16	instantly	instantly	ADV
ijassa-411	32	17	.	.	PUNCT
ijassa-411	33	1	our	our	PRON
ijassa-411	33	2	work	work	NOUN
ijassa-411	33	3	differs	differ	VERB
ijassa-411	33	4	in	in	ADP
ijassa-411	33	5	86	86	NUM
ijassa-411	33	6	r.	r.	PROPN
ijassa-411	33	7	a.	a.	PROPN
ijassa-411	33	8	karthika	karthika	PROPN
ijassa-411	33	9	:	:	PUNCT
ijassa-411	33	10	optimized	optimize	VERB
ijassa-411	33	11	resource	resource	NOUN
ijassa-411	33	12	-	-	PUNCT
ijassa-411	33	13	to	to	ADP
ijassa-411	33	14	-	-	PUNCT
ijassa-411	33	15	task	task	NOUN
ijassa-411	33	16	scheduler	scheduler	NOUN
ijassa-411	33	17	for	for	ADP
ijassa-411	33	18	cloud	cloud	NOUN
ijassa-411	33	19	service	service	NOUN
ijassa-411	33	20	the	the	DET
ijassa-411	33	21	problem	problem	NOUN
ijassa-411	33	22	that	that	PRON
ijassa-411	33	23	the	the	DET
ijassa-411	33	24	address	address	NOUN
ijassa-411	33	25	is	be	AUX
ijassa-411	33	26	towards	towards	ADP
ijassa-411	33	27	the	the	DET
ijassa-411	33	28	minimization	minimization	NOUN
ijassa-411	33	29	of	of	ADP
ijassa-411	33	30	resource	resource	NOUN
ijassa-411	33	31	utilization	utilization	NOUN
ijassa-411	33	32	obtained	obtain	VERB
ijassa-411	33	33	from	from	ADP
ijassa-411	33	34	the	the	DET
ijassa-411	33	35	resource	resource	NOUN
ijassa-411	33	36	pool	pool	NOUN
ijassa-411	33	37	instantly	instantly	ADV
ijassa-411	33	38	.	.	PUNCT
ijassa-411	34	1	subsequently	subsequently	ADV
ijassa-411	34	2	,	,	PUNCT
ijassa-411	34	3	vm	vm	PROPN
ijassa-411	34	4	migration	migration	NOUN
ijassa-411	34	5	algorithm	algorithm	NOUN
ijassa-411	34	6	based	base	VERB
ijassa-411	34	7	on	on	ADP
ijassa-411	34	8	nash	nash	PROPN
ijassa-411	34	9	equilibrium	equilibrium	NOUN
ijassa-411	35	1	[	[	X
ijassa-411	35	2	2	2	X
ijassa-411	35	3	]	]	PUNCT
ijassa-411	35	4	solves	solve	VERB
ijassa-411	35	5	resource	resource	NOUN
ijassa-411	35	6	utilization	utilization	NOUN
ijassa-411	35	7	maximization	maximization	NOUN
ijassa-411	35	8	problem	problem	NOUN
ijassa-411	35	9	in	in	ADP
ijassa-411	35	10	virtualized	virtualized	ADJ
ijassa-411	35	11	data	data	NOUN
ijassa-411	35	12	centers	center	NOUN
ijassa-411	35	13	.	.	PUNCT
ijassa-411	36	1	cloud	cloud	NOUN
ijassa-411	36	2	computing	computing	NOUN
ijassa-411	36	3	is	be	AUX
ijassa-411	36	4	a	a	DET
ijassa-411	36	5	deep	deep	ADJ
ijassa-411	36	6	uprising	uprising	NOUN
ijassa-411	36	7	method	method	NOUN
ijassa-411	36	8	in	in	ADP
ijassa-411	36	9	its	its	PRON
ijassa-411	36	10	calculation	calculation	NOUN
ijassa-411	36	11	ability	ability	NOUN
ijassa-411	36	12	.	.	PUNCT
ijassa-411	37	1	the	the	DET
ijassa-411	37	2	major	major	ADJ
ijassa-411	37	3	purpose	purpose	NOUN
ijassa-411	37	4	currently	currently	ADV
ijassa-411	37	5	is	be	AUX
ijassa-411	37	6	to	to	PART
ijassa-411	37	7	decrease	decrease	VERB
ijassa-411	37	8	the	the	DET
ijassa-411	37	9	charge	charge	NOUN
ijassa-411	37	10	of	of	ADP
ijassa-411	37	11	organizing	organize	VERB
ijassa-411	37	12	a	a	DET
ijassa-411	37	13	service	service	NOUN
ijassa-411	37	14	in	in	ADP
ijassa-411	37	15	the	the	DET
ijassa-411	37	16	cloud	cloud	NOUN
ijassa-411	37	17	and	and	CCONJ
ijassa-411	37	18	containing	contain	VERB
ijassa-411	37	19	correct	correct	ADJ
ijassa-411	37	20	coordinative	coordinative	NOUN
ijassa-411	37	21	in	in	ADP
ijassa-411	37	22	among	among	ADP
ijassa-411	37	23	the	the	DET
ijassa-411	37	24	models	model	NOUN
ijassa-411	37	25	.	.	PUNCT
ijassa-411	38	1	public	public	ADJ
ijassa-411	38	2	,	,	PUNCT
ijassa-411	38	3	private	private	ADJ
ijassa-411	38	4	,	,	PUNCT
ijassa-411	38	5	and	and	CCONJ
ijassa-411	38	6	mixture	mixture	NOUN
ijassa-411	38	7	cloud	cloud	NOUN
ijassa-411	38	8	[	[	X
ijassa-411	38	9	3	3	X
ijassa-411	38	10	]	]	PUNCT
ijassa-411	38	11	surroundings	surrounding	NOUN
ijassa-411	38	12	all	all	PRON
ijassa-411	38	13	facade	facade	VERB
ijassa-411	38	14	the	the	DET
ijassa-411	38	15	presentation	presentation	NOUN
ijassa-411	38	16	confines	confine	NOUN
ijassa-411	38	17	intrinsic	intrinsic	ADJ
ijassa-411	38	18	in	in	ADP
ijassa-411	38	19	todays	today	NOUN
ijassa-411	38	20	requests	request	NOUN
ijassa-411	38	21	and	and	CCONJ
ijassa-411	38	22	networks	network	NOUN
ijassa-411	38	23	.	.	PUNCT
ijassa-411	39	1	in	in	ADP
ijassa-411	39	2	turn	turn	NOUN
ijassa-411	39	3	for	for	ADP
ijassa-411	39	4	endeavors	endeavor	NOUN
ijassa-411	39	5	to	to	PART
ijassa-411	39	6	exploit	exploit	VERB
ijassa-411	39	7	the	the	DET
ijassa-411	39	8	plasticity	plasticity	NOUN
ijassa-411	39	9	and	and	CCONJ
ijassa-411	39	10	cost	cost	NOUN
ijassa-411	39	11	investments	investment	NOUN
ijassa-411	39	12	of	of	ADP
ijassa-411	39	13	the	the	DET
ijassa-411	39	14	public	public	ADJ
ijassa-411	39	15	,	,	PUNCT
ijassa-411	39	16	private	private	ADJ
ijassa-411	39	17	,	,	PUNCT
ijassa-411	39	18	and	and	CCONJ
ijassa-411	39	19	cross	cross	VERB
ijassa-411	39	20	cloud	cloud	NOUN
ijassa-411	39	21	they	they	PRON
ijassa-411	39	22	have	have	VERB
ijassa-411	39	23	to	to	PART
ijassa-411	39	24	conquer	conquer	VERB
ijassa-411	39	25	the	the	DET
ijassa-411	39	26	similar	similar	ADJ
ijassa-411	39	27	latency	latency	NOUN
ijassa-411	39	28	and	and	CCONJ
ijassa-411	39	29	bandwidth	bandwidth	ADJ
ijassa-411	39	30	restraints	restraint	NOUN
ijassa-411	39	31	that	that	PRON
ijassa-411	39	32	confront	confront	VERB
ijassa-411	39	33	dispersed	disperse	VERB
ijassa-411	39	34	it	it	PRON
ijassa-411	39	35	communications	communication	VERB
ijassa-411	39	36	environments	environment	NOUN
ijassa-411	39	37	[	[	X
ijassa-411	39	38	4	4	NUM
ijassa-411	39	39	]	]	PUNCT
ijassa-411	39	40	.	.	PUNCT
ijassa-411	40	1	the	the	DET
ijassa-411	40	2	optimization	optimization	NOUN
ijassa-411	40	3	trouble	trouble	NOUN
ijassa-411	40	4	of	of	ADP
ijassa-411	40	5	reducing	reduce	VERB
ijassa-411	40	6	resource	resource	NOUN
ijassa-411	40	7	cost	cost	NOUN
ijassa-411	40	8	in	in	ADP
ijassa-411	40	9	cloud	cloud	NOUN
ijassa-411	40	10	for	for	ADP
ijassa-411	40	11	meeting	meet	VERB
ijassa-411	40	12	service	service	NOUN
ijassa-411	40	13	necessities	necessity	NOUN
ijassa-411	40	14	is	be	AUX
ijassa-411	40	15	analyzed	analyze	VERB
ijassa-411	40	16	in	in	ADP
ijassa-411	40	17	literature[5	literature[5	PROPN
ijassa-411	40	18	]	]	PUNCT
ijassa-411	40	19	.	.	PUNCT
ijassa-411	41	1	social	social	ADJ
ijassa-411	41	2	clouds	cloud	NOUN
ijassa-411	41	3	provide	provide	VERB
ijassa-411	41	4	the	the	DET
ijassa-411	41	5	possibility	possibility	NOUN
ijassa-411	41	6	to	to	PART
ijassa-411	41	7	share	share	VERB
ijassa-411	41	8	resources	resource	NOUN
ijassa-411	41	9	among	among	ADP
ijassa-411	41	10	clients	client	NOUN
ijassa-411	41	11	.	.	PUNCT
ijassa-411	42	1	the	the	DET
ijassa-411	42	2	benefit	benefit	NOUN
ijassa-411	42	3	provided	provide	VERB
ijassa-411	42	4	to	to	ADP
ijassa-411	42	5	clients	client	NOUN
ijassa-411	42	6	within	within	ADP
ijassa-411	42	7	a	a	DET
ijassa-411	42	8	social	social	ADJ
ijassa-411	42	9	network	network	NOUN
ijassa-411	42	10	community	community	NOUN
ijassa-411	42	11	using	use	VERB
ijassa-411	42	12	different	different	ADJ
ijassa-411	42	13	economic	economic	ADJ
ijassa-411	42	14	patterns	pattern	NOUN
ijassa-411	42	15	and	and	CCONJ
ijassa-411	42	16	evolved	evolve	VERB
ijassa-411	42	17	technical	technical	ADJ
ijassa-411	42	18	metrics	metric	NOUN
ijassa-411	42	19	,	,	PUNCT
ijassa-411	42	20	through	through	ADP
ijassa-411	42	21	simulation	simulation	NOUN
ijassa-411	42	22	[	[	X
ijassa-411	42	23	6	6	NUM
ijassa-411	42	24	]	]	PUNCT
ijassa-411	42	25	.	.	PUNCT
ijassa-411	43	1	a	a	DET
ijassa-411	43	2	novel	novel	ADJ
ijassa-411	43	3	framework	framework	NOUN
ijassa-411	43	4	called	call	VERB
ijassa-411	43	5	,	,	PUNCT
ijassa-411	43	6	network	network	NOUN
ijassa-411	43	7	flow	flow	NOUN
ijassa-411	43	8	based	base	VERB
ijassa-411	43	9	resource	resource	NOUN
ijassa-411	43	10	allocation	allocation	NOUN
ijassa-411	43	11	nfra	nfra	NOUN
ijassa-411	43	12	,	,	PUNCT
ijassa-411	43	13	for	for	ADP
ijassa-411	43	14	reducing	reduce	VERB
ijassa-411	43	15	the	the	DET
ijassa-411	43	16	energy	energy	NOUN
ijassa-411	43	17	consumption	consumption	NOUN
ijassa-411	43	18	and	and	CCONJ
ijassa-411	43	19	increasing	increase	VERB
ijassa-411	43	20	the	the	DET
ijassa-411	43	21	profit	profit	NOUN
ijassa-411	43	22	was	be	AUX
ijassa-411	43	23	introduced	introduce	VERB
ijassa-411	43	24	in	in	ADP
ijassa-411	43	25	[	[	X
ijassa-411	43	26	7	7	NUM
ijassa-411	43	27	]	]	PUNCT
ijassa-411	43	28	.	.	PUNCT
ijassa-411	44	1	the	the	DET
ijassa-411	44	2	ocrp	ocrp	NOUN
ijassa-411	44	3	[	[	X
ijassa-411	44	4	8	8	NUM
ijassa-411	44	5	]	]	PUNCT
ijassa-411	44	6	gave	give	VERB
ijassa-411	44	7	provisioning	provisioning	NOUN
ijassa-411	44	8	for	for	ADP
ijassa-411	44	9	computing	compute	VERB
ijassa-411	44	10	resources	resource	NOUN
ijassa-411	44	11	to	to	PART
ijassa-411	44	12	be	be	AUX
ijassa-411	44	13	used	use	VERB
ijassa-411	44	14	in	in	ADP
ijassa-411	44	15	multiple	multiple	ADJ
ijassa-411	44	16	provisioning	provisioning	NOUN
ijassa-411	44	17	stages	stage	NOUN
ijassa-411	44	18	as	as	ADV
ijassa-411	44	19	well	well	ADV
ijassa-411	44	20	as	as	ADP
ijassa-411	44	21	a	a	DET
ijassa-411	44	22	long	long	ADJ
ijassa-411	44	23	-	-	PUNCT
ijassa-411	44	24	term	term	NOUN
ijassa-411	44	25	plan	plan	NOUN
ijassa-411	44	26	in	in	ADP
ijassa-411	44	27	which	which	PRON
ijassa-411	44	28	cloud	cloud	ADJ
ijassa-411	44	29	consumer	consumer	NOUN
ijassa-411	44	30	minimize	minimize	NOUN
ijassa-411	44	31	cost	cost	NOUN
ijassa-411	44	32	of	of	ADP
ijassa-411	44	33	provisioning	provision	VERB
ijassa-411	44	34	in	in	ADP
ijassa-411	44	35	cloud	cloud	ADJ
ijassa-411	44	36	environments	environment	NOUN
ijassa-411	44	37	.	.	PUNCT
ijassa-411	45	1	in	in	ADP
ijassa-411	45	2	literature[9	literature[9	NOUN
ijassa-411	45	3	]	]	X
ijassa-411	45	4	,	,	PUNCT
ijassa-411	45	5	a	a	DET
ijassa-411	45	6	novel	novel	NOUN
ijassa-411	45	7	highly	highly	ADV
ijassa-411	45	8	decentralized	decentralize	VERB
ijassa-411	45	9	information	information	NOUN
ijassa-411	45	10	accountability	accountability	NOUN
ijassa-411	45	11	framework	framework	NOUN
ijassa-411	45	12	to	to	PART
ijassa-411	45	13	keep	keep	VERB
ijassa-411	45	14	track	track	NOUN
ijassa-411	45	15	of	of	ADP
ijassa-411	45	16	the	the	DET
ijassa-411	45	17	behavior	behavior	NOUN
ijassa-411	45	18	of	of	ADP
ijassa-411	45	19	the	the	DET
ijassa-411	45	20	users	user	NOUN
ijassa-411	45	21	in	in	ADP
ijassa-411	45	22	the	the	DET
ijassa-411	45	23	cloud	cloud	NOUN
ijassa-411	45	24	was	be	AUX
ijassa-411	45	25	maintained	maintain	VERB
ijassa-411	45	26	to	to	PART
ijassa-411	45	27	provide	provide	VERB
ijassa-411	45	28	the	the	DET
ijassa-411	45	29	accountability	accountability	NOUN
ijassa-411	45	30	.	.	PUNCT
ijassa-411	46	1	the	the	DET
ijassa-411	46	2	problem	problem	NOUN
ijassa-411	46	3	for	for	ADP
ijassa-411	46	4	assigning	assign	VERB
ijassa-411	46	5	with	with	ADP
ijassa-411	46	6	a	a	DET
ijassa-411	46	7	set	set	NOUN
ijassa-411	46	8	of	of	ADP
ijassa-411	46	9	clients	client	NOUN
ijassa-411	46	10	for	for	ADP
ijassa-411	46	11	certain	certain	ADJ
ijassa-411	46	12	demands	demand	NOUN
ijassa-411	46	13	towards	towards	ADP
ijassa-411	46	14	a	a	DET
ijassa-411	46	15	set	set	NOUN
ijassa-411	46	16	of	of	ADP
ijassa-411	46	17	servers	server	NOUN
ijassa-411	46	18	with	with	ADP
ijassa-411	46	19	capacities	capacity	NOUN
ijassa-411	46	20	and	and	CCONJ
ijassa-411	46	21	degree	degree	NOUN
ijassa-411	46	22	constraints	constraint	NOUN
ijassa-411	46	23	are	be	AUX
ijassa-411	46	24	presented	present	VERB
ijassa-411	46	25	in	in	ADP
ijassa-411	46	26	literature[10	literature[10	NOUN
ijassa-411	46	27	]	]	PUNCT
ijassa-411	46	28	.	.	PUNCT
ijassa-411	47	1	the	the	DET
ijassa-411	47	2	goal	goal	NOUN
ijassa-411	47	3	of	of	ADP
ijassa-411	47	4	heterogeneous	heterogeneous	ADJ
ijassa-411	47	5	resource	resource	NOUN
ijassa-411	47	6	allocation	allocation	NOUN
ijassa-411	47	7	was	be	AUX
ijassa-411	47	8	to	to	PART
ijassa-411	47	9	find	find	VERB
ijassa-411	47	10	an	an	DET
ijassa-411	47	11	allocation	allocation	NOUN
ijassa-411	47	12	,	,	PUNCT
ijassa-411	47	13	in	in	ADP
ijassa-411	47	14	such	such	DET
ijassa-411	47	15	a	a	DET
ijassa-411	47	16	way	way	NOUN
ijassa-411	47	17	that	that	PRON
ijassa-411	47	18	the	the	DET
ijassa-411	47	19	number	number	NOUN
ijassa-411	47	20	of	of	ADP
ijassa-411	47	21	clients	client	NOUN
ijassa-411	47	22	allocated	allocate	VERB
ijassa-411	47	23	with	with	ADP
ijassa-411	47	24	a	a	DET
ijassa-411	47	25	server	server	NOUN
ijassa-411	47	26	is	be	AUX
ijassa-411	47	27	smaller	small	ADJ
ijassa-411	47	28	than	than	ADP
ijassa-411	47	29	the	the	DET
ijassa-411	47	30	degree	degree	NOUN
ijassa-411	47	31	of	of	ADP
ijassa-411	47	32	assigning	assign	VERB
ijassa-411	47	33	to	to	ADP
ijassa-411	47	34	the	the	DET
ijassa-411	47	35	server	server	NOUN
ijassa-411	47	36	.	.	PUNCT
ijassa-411	48	1	at	at	ADP
ijassa-411	48	2	the	the	DET
ijassa-411	48	3	same	same	ADJ
ijassa-411	48	4	time	time	NOUN
ijassa-411	48	5	,	,	PUNCT
ijassa-411	48	6	their	their	PRON
ijassa-411	48	7	overall	overall	ADJ
ijassa-411	48	8	demand	demand	NOUN
ijassa-411	48	9	of	of	ADP
ijassa-411	48	10	the	the	DET
ijassa-411	48	11	client	client	NOUN
ijassa-411	48	12	should	should	AUX
ijassa-411	48	13	be	be	AUX
ijassa-411	48	14	smaller	small	ADJ
ijassa-411	48	15	than	than	ADP
ijassa-411	48	16	the	the	DET
ijassa-411	48	17	server	server	NOUN
ijassa-411	48	18	’s	’s	PART
ijassa-411	48	19	capacity	capacity	NOUN
ijassa-411	48	20	,	,	PUNCT
ijassa-411	48	21	while	while	SCONJ
ijassa-411	48	22	maximizing	maximize	VERB
ijassa-411	48	23	the	the	DET
ijassa-411	48	24	overall	overall	ADJ
ijassa-411	48	25	throughput	throughput	NOUN
ijassa-411	48	26	.	.	PUNCT
ijassa-411	49	1	however	however	ADV
ijassa-411	49	2	,	,	PUNCT
ijassa-411	49	3	achieving	achieve	VERB
ijassa-411	49	4	security	security	NOUN
ijassa-411	49	5	in	in	ADP
ijassa-411	49	6	cloud	cloud	NOUN
ijassa-411	49	7	was	be	AUX
ijassa-411	49	8	another	another	DET
ijassa-411	49	9	major	major	ADJ
ijassa-411	49	10	concern	concern	NOUN
ijassa-411	49	11	.	.	PUNCT
ijassa-411	50	1	the	the	DET
ijassa-411	50	2	author	author	NOUN
ijassa-411	50	3	presented	present	VERB
ijassa-411	50	4	fade	fade	NOUN
ijassa-411	50	5	[	[	X
ijassa-411	50	6	11	11	NUM
ijassa-411	50	7	]	]	PUNCT
ijassa-411	50	8	,	,	PUNCT
ijassa-411	50	9	a	a	DET
ijassa-411	50	10	mechanism	mechanism	NOUN
ijassa-411	50	11	to	to	PART
ijassa-411	50	12	achieve	achieve	VERB
ijassa-411	50	13	full	full	ADJ
ijassa-411	50	14	security	security	NOUN
ijassa-411	50	15	goals	goal	NOUN
ijassa-411	50	16	upon	upon	SCONJ
ijassa-411	50	17	a	a	DET
ijassa-411	50	18	set	set	NOUN
ijassa-411	50	19	of	of	ADP
ijassa-411	50	20	cryptographic	cryptographic	ADJ
ijassa-411	50	21	key	key	ADJ
ijassa-411	50	22	functions	function	NOUN
ijassa-411	50	23	supported	support	VERB
ijassa-411	50	24	by	by	ADP
ijassa-411	50	25	a	a	DET
ijassa-411	50	26	quorum	quorum	NOUN
ijassa-411	50	27	of	of	ADP
ijassa-411	50	28	key	key	ADJ
ijassa-411	50	29	managers	manager	NOUN
ijassa-411	50	30	.	.	PUNCT
ijassa-411	51	1	in	in	ADP
ijassa-411	51	2	literature[12	literature[12	PROPN
ijassa-411	51	3	]	]	PUNCT
ijassa-411	51	4	,	,	PUNCT
ijassa-411	51	5	the	the	DET
ijassa-411	51	6	task	task	NOUN
ijassa-411	51	7	of	of	ADP
ijassa-411	51	8	assigning	assign	VERB
ijassa-411	51	9	a	a	DET
ijassa-411	51	10	third	third	ADJ
ijassa-411	51	11	party	party	NOUN
ijassa-411	51	12	auditor	auditor	NOUN
ijassa-411	51	13	was	be	AUX
ijassa-411	51	14	the	the	DET
ijassa-411	51	15	main	main	ADJ
ijassa-411	51	16	focus	focus	NOUN
ijassa-411	51	17	that	that	PRON
ijassa-411	51	18	works	work	VERB
ijassa-411	51	19	on	on	ADP
ijassa-411	51	20	behalf	behalf	NOUN
ijassa-411	51	21	of	of	ADP
ijassa-411	51	22	the	the	DET
ijassa-411	51	23	cloud	cloud	NOUN
ijassa-411	51	24	and	and	CCONJ
ijassa-411	51	25	client	client	NOUN
ijassa-411	51	26	to	to	PART
ijassa-411	51	27	verify	verify	VERB
ijassa-411	51	28	the	the	DET
ijassa-411	51	29	integrity	integrity	NOUN
ijassa-411	51	30	of	of	ADP
ijassa-411	51	31	data	datum	NOUN
ijassa-411	51	32	stored	store	VERB
ijassa-411	51	33	in	in	ADP
ijassa-411	51	34	client	client	NOUN
ijassa-411	51	35	.	.	PUNCT
ijassa-411	52	1	consequently	consequently	ADV
ijassa-411	52	2	,	,	PUNCT
ijassa-411	52	3	the	the	DET
ijassa-411	52	4	choosing	choosing	NOUN
ijassa-411	52	5	nodes	node	NOUN
ijassa-411	52	6	for	for	ADP
ijassa-411	52	7	implementing	implement	VERB
ijassa-411	52	8	a	a	DET
ijassa-411	52	9	job	job	NOUN
ijassa-411	52	10	in	in	ADP
ijassa-411	52	11	the	the	DET
ijassa-411	52	12	cloud	cloud	NOUN
ijassa-411	52	13	computing	computing	NOUN
ijassa-411	52	14	must	must	AUX
ijassa-411	52	15	be	be	AUX
ijassa-411	52	16	measured	measure	VERB
ijassa-411	52	17	to	to	PART
ijassa-411	52	18	develop	develop	VERB
ijassa-411	52	19	the	the	DET
ijassa-411	52	20	efficiency	efficiency	NOUN
ijassa-411	52	21	of	of	ADP
ijassa-411	52	22	the	the	DET
ijassa-411	52	23	resources	resource	NOUN
ijassa-411	52	24	[	[	X
ijassa-411	52	25	13	13	NUM
ijassa-411	52	26	]	]	PUNCT
ijassa-411	52	27	.	.	PUNCT
ijassa-411	53	1	the	the	DET
ijassa-411	53	2	author	author	NOUN
ijassa-411	53	3	provided	provide	VERB
ijassa-411	53	4	a	a	DET
ijassa-411	53	5	method	method	NOUN
ijassa-411	53	6	called	call	VERB
ijassa-411	53	7	,	,	PUNCT
ijassa-411	53	8	nephele	nephele	PROPN
ijassa-411	53	9	,	,	PUNCT
ijassa-411	53	10	a	a	DET
ijassa-411	53	11	first	first	ADJ
ijassa-411	53	12	data	data	NOUN
ijassa-411	53	13	processing	processing	NOUN
ijassa-411	53	14	framework	framework	NOUN
ijassa-411	53	15	that	that	PRON
ijassa-411	53	16	uses	use	VERB
ijassa-411	53	17	dynamic	dynamic	ADJ
ijassa-411	53	18	resource	resource	NOUN
ijassa-411	53	19	allocation	allocation	NOUN
ijassa-411	53	20	[	[	X
ijassa-411	53	21	14	14	NUM
ijassa-411	53	22	]	]	PUNCT
ijassa-411	53	23	for	for	ADP
ijassa-411	53	24	both	both	CCONJ
ijassa-411	53	25	the	the	DET
ijassa-411	53	26	tasks	task	NOUN
ijassa-411	53	27	,	,	PUNCT
ijassa-411	53	28	scheduling	scheduling	NOUN
ijassa-411	53	29	and	and	CCONJ
ijassa-411	53	30	execution	execution	NOUN
ijassa-411	53	31	.	.	PUNCT
ijassa-411	54	1	with	with	ADP
ijassa-411	54	2	cpu	cpu	NOUN
ijassa-411	54	3	and	and	CCONJ
ijassa-411	54	4	memory	memory	NOUN
ijassa-411	54	5	as	as	ADP
ijassa-411	54	6	constraints	constraint	NOUN
ijassa-411	54	7	,	,	PUNCT
ijassa-411	54	8	a	a	DET
ijassa-411	54	9	protocol	protocol	NOUN
ijassa-411	54	10	called	call	VERB
ijassa-411	54	11	gossip	gossip	NOUN
ijassa-411	54	12	advances	advance	NOUN
ijassa-411	54	13	in	in	ADP
ijassa-411	54	14	systems	system	NOUN
ijassa-411	54	15	science	science	NOUN
ijassa-411	54	16	and	and	CCONJ
ijassa-411	54	17	applications	application	NOUN
ijassa-411	54	18	(	(	PUNCT
ijassa-411	54	19	2014	2014	NUM
ijassa-411	54	20	)	)	PUNCT
ijassa-411	54	21	vol.14	vol.14	NOUN
ijassa-411	54	22	no.1	no.1	X
ijassa-411	54	23	87	87	NUM
ijassa-411	55	1	[	[	X
ijassa-411	55	2	15	15	NUM
ijassa-411	55	3	]	]	PUNCT
ijassa-411	55	4	was	be	AUX
ijassa-411	55	5	designed	design	VERB
ijassa-411	55	6	that	that	PRON
ijassa-411	55	7	minimizes	minimize	VERB
ijassa-411	55	8	the	the	DET
ijassa-411	55	9	cost	cost	NOUN
ijassa-411	55	10	for	for	ADP
ijassa-411	55	11	adapting	adapt	VERB
ijassa-411	55	12	an	an	DET
ijassa-411	55	13	allocation	allocation	NOUN
ijassa-411	55	14	that	that	PRON
ijassa-411	55	15	executes	execute	VERB
ijassa-411	55	16	on	on	ADP
ijassa-411	55	17	dynamic	dynamic	ADJ
ijassa-411	55	18	input	input	NOUN
ijassa-411	55	19	and	and	CCONJ
ijassa-411	55	20	does	do	AUX
ijassa-411	55	21	not	not	PART
ijassa-411	55	22	require	require	VERB
ijassa-411	55	23	global	global	ADJ
ijassa-411	55	24	synchronization	synchronization	NOUN
ijassa-411	55	25	.	.	PUNCT
ijassa-411	56	1	scheduling	scheduling	NOUN
ijassa-411	56	2	algorithms	algorithm	NOUN
ijassa-411	56	3	for	for	ADP
ijassa-411	56	4	parallel	parallel	ADJ
ijassa-411	56	5	jobs	job	NOUN
ijassa-411	56	6	[	[	X
ijassa-411	56	7	16	16	NUM
ijassa-411	56	8	]	]	PUNCT
ijassa-411	56	9	make	make	VERB
ijassa-411	56	10	efficient	efficient	ADJ
ijassa-411	56	11	use	use	NOUN
ijassa-411	56	12	of	of	ADP
ijassa-411	56	13	the	the	DET
ijassa-411	56	14	two	two	NUM
ijassa-411	56	15	tier	tier	NOUN
ijassa-411	56	16	vms	vms	PROPN
ijassa-411	56	17	to	to	PART
ijassa-411	56	18	improve	improve	VERB
ijassa-411	56	19	the	the	DET
ijassa-411	56	20	responsiveness	responsiveness	NOUN
ijassa-411	56	21	which	which	PRON
ijassa-411	56	22	significantly	significantly	ADV
ijassa-411	56	23	outperforms	outperform	VERB
ijassa-411	56	24	commonly	commonly	ADV
ijassa-411	56	25	used	use	VERB
ijassa-411	56	26	algorithms	algorithm	NOUN
ijassa-411	56	27	such	such	ADJ
ijassa-411	56	28	as	as	ADP
ijassa-411	56	29	extensible	extensible	ADJ
ijassa-411	56	30	argonne	argonne	NOUN
ijassa-411	56	31	scheduling	scheduling	NOUN
ijassa-411	56	32	system	system	NOUN
ijassa-411	56	33	in	in	ADP
ijassa-411	56	34	a	a	DET
ijassa-411	56	35	data	data	NOUN
ijassa-411	56	36	center	center	NOUN
ijassa-411	56	37	setting	set	VERB
ijassa-411	56	38	.	.	PUNCT
ijassa-411	57	1	a	a	DET
ijassa-411	57	2	method	method	NOUN
ijassa-411	57	3	for	for	ADP
ijassa-411	57	4	the	the	DET
ijassa-411	57	5	efficient	efficient	ADJ
ijassa-411	57	6	mapping	mapping	NOUN
ijassa-411	57	7	of	of	ADP
ijassa-411	57	8	resource	resource	NOUN
ijassa-411	57	9	requests	request	NOUN
ijassa-411	57	10	with	with	ADP
ijassa-411	57	11	a	a	DET
ijassa-411	57	12	heuristic	heuristic	ADJ
ijassa-411	57	13	methodology	methodology	NOUN
ijassa-411	57	14	[	[	X
ijassa-411	57	15	17	17	NUM
ijassa-411	57	16	]	]	PUNCT
ijassa-411	57	17	was	be	AUX
ijassa-411	57	18	addressed	address	VERB
ijassa-411	57	19	.	.	PUNCT
ijassa-411	58	1	routing	routing	NOUN
ijassa-411	58	2	and	and	CCONJ
ijassa-411	58	3	scheduling	scheduling	NOUN
ijassa-411	58	4	algorithm	algorithm	NOUN
ijassa-411	58	5	[	[	X
ijassa-411	58	6	18	18	NUM
ijassa-411	58	7	]	]	PUNCT
ijassa-411	58	8	for	for	ADP
ijassa-411	58	9	cloud	cloud	ADJ
ijassa-411	58	10	architecture	architecture	NOUN
ijassa-411	58	11	target	target	NOUN
ijassa-411	58	12	minimal	minimal	ADJ
ijassa-411	58	13	total	total	ADJ
ijassa-411	58	14	energy	energy	NOUN
ijassa-411	58	15	consumption	consumption	NOUN
ijassa-411	58	16	by	by	ADP
ijassa-411	58	17	switching	switch	VERB
ijassa-411	58	18	off	off	ADP
ijassa-411	58	19	unused	unused	ADJ
ijassa-411	58	20	network	network	NOUN
ijassa-411	58	21	and/or	and/or	CCONJ
ijassa-411	58	22	information	information	NOUN
ijassa-411	58	23	technology	technology	NOUN
ijassa-411	58	24	(	(	PUNCT
ijassa-411	58	25	it	it	PRON
ijassa-411	58	26	)	)	PUNCT
ijassa-411	58	27	resources	resource	NOUN
ijassa-411	58	28	.	.	PUNCT
ijassa-411	59	1	the	the	DET
ijassa-411	59	2	author	author	NOUN
ijassa-411	59	3	provided	provide	VERB
ijassa-411	59	4	maximized	maximized	ADJ
ijassa-411	59	5	resource	resource	NOUN
ijassa-411	59	6	utilization	utilization	NOUN
ijassa-411	59	7	with	with	ADP
ijassa-411	59	8	optimal	optimal	ADJ
ijassa-411	59	9	execution	execution	NOUN
ijassa-411	59	10	efficiency	efficiency	NOUN
ijassa-411	59	11	[	[	X
ijassa-411	59	12	19	19	NUM
ijassa-411	59	13	]	]	PUNCT
ijassa-411	59	14	using	use	VERB
ijassa-411	59	15	the	the	DET
ijassa-411	59	16	proportional	proportional	ADJ
ijassa-411	59	17	share	share	NOUN
ijassa-411	59	18	model	model	NOUN
ijassa-411	59	19	.	.	PUNCT
ijassa-411	60	1	various	various	ADJ
ijassa-411	60	2	workflow	workflow	NOUN
ijassa-411	60	3	scheduling	scheduling	NOUN
ijassa-411	60	4	algorithms	algorithm	NOUN
ijassa-411	60	5	are	be	AUX
ijassa-411	60	6	listed	list	VERB
ijassa-411	60	7	and	and	CCONJ
ijassa-411	60	8	compared	compare	VERB
ijassa-411	60	9	their	their	PRON
ijassa-411	60	10	characteristics	characteristic	NOUN
ijassa-411	60	11	and	and	CCONJ
ijassa-411	60	12	applicability	applicability	NOUN
ijassa-411	60	13	for	for	ADP
ijassa-411	60	14	cloud	cloud	NOUN
ijassa-411	60	15	scheduling	scheduling	NOUN
ijassa-411	60	16	and	and	CCONJ
ijassa-411	60	17	concluded	conclude	VERB
ijassa-411	60	18	that	that	SCONJ
ijassa-411	60	19	hcoc	hcoc	NOUN
ijassa-411	60	20	schedulers	scheduler	NOUN
ijassa-411	60	21	superior	superior	ADJ
ijassa-411	60	22	performance	performance	NOUN
ijassa-411	60	23	may	may	AUX
ijassa-411	60	24	partially	partially	ADV
ijassa-411	60	25	be	be	AUX
ijassa-411	60	26	due	due	ADJ
ijassa-411	60	27	to	to	ADP
ijassa-411	60	28	its	its	PRON
ijassa-411	60	29	multicore	multicore	ADJ
ijassa-411	60	30	awareness	awareness	NOUN
ijassa-411	60	31	,	,	PUNCT
ijassa-411	60	32	which	which	PRON
ijassa-411	60	33	is	be	AUX
ijassa-411	60	34	clearly	clearly	ADV
ijassa-411	60	35	a	a	DET
ijassa-411	60	36	characteristic	characteristic	ADJ
ijassa-411	60	37	requiring	require	VERB
ijassa-411	60	38	consideration	consideration	NOUN
ijassa-411	60	39	in	in	ADP
ijassa-411	60	40	hybrid	hybrid	ADJ
ijassa-411	60	41	cloud	cloud	NOUN
ijassa-411	60	42	computing	computing	NOUN
ijassa-411	61	1	[	[	X
ijassa-411	61	2	20	20	NUM
ijassa-411	61	3	]	]	PUNCT
ijassa-411	61	4	.	.	PUNCT
ijassa-411	62	1	a	a	DET
ijassa-411	62	2	mechanism	mechanism	NOUN
ijassa-411	62	3	for	for	ADP
ijassa-411	62	4	scheduling	schedule	VERB
ijassa-411	62	5	single	single	ADJ
ijassa-411	62	6	tasks	task	NOUN
ijassa-411	62	7	considering	consider	VERB
ijassa-411	62	8	two	two	NUM
ijassa-411	62	9	objectives	objective	NOUN
ijassa-411	62	10	:	:	PUNCT
ijassa-411	62	11	monetary	monetary	ADJ
ijassa-411	62	12	cost	cost	NOUN
ijassa-411	62	13	and	and	CCONJ
ijassa-411	62	14	completion	completion	NOUN
ijassa-411	62	15	time	time	NOUN
ijassa-411	62	16	and	and	CCONJ
ijassa-411	62	17	dynamic	dynamic	ADJ
ijassa-411	62	18	scheduling	scheduling	NOUN
ijassa-411	62	19	of	of	ADP
ijassa-411	62	20	scientific	scientific	ADJ
ijassa-411	62	21	workflows	workflow	NOUN
ijassa-411	62	22	[	[	X
ijassa-411	62	23	21	21	NUM
ijassa-411	62	24	]	]	PUNCT
ijassa-411	62	25	was	be	AUX
ijassa-411	62	26	proposed	propose	VERB
ijassa-411	62	27	.	.	PUNCT
ijassa-411	63	1	a	a	DET
ijassa-411	63	2	cloud	cloud	NOUN
ijassa-411	63	3	scheduler	scheduler	NOUN
ijassa-411	63	4	[	[	X
ijassa-411	63	5	22	22	NUM
ijassa-411	63	6	]	]	PUNCT
ijassa-411	63	7	considers	consider	VERB
ijassa-411	63	8	both	both	PRON
ijassa-411	63	9	user	user	NOUN
ijassa-411	63	10	requirements	requirement	NOUN
ijassa-411	63	11	and	and	CCONJ
ijassa-411	63	12	infrastructure	infrastructure	NOUN
ijassa-411	63	13	properties	property	NOUN
ijassa-411	63	14	assured	assure	VERB
ijassa-411	63	15	users	user	NOUN
ijassa-411	63	16	that	that	SCONJ
ijassa-411	63	17	their	their	PRON
ijassa-411	63	18	virtual	virtual	ADJ
ijassa-411	63	19	resources	resource	NOUN
ijassa-411	63	20	are	be	AUX
ijassa-411	63	21	hosted	host	VERB
ijassa-411	63	22	using	use	VERB
ijassa-411	63	23	physical	physical	ADJ
ijassa-411	63	24	resources	resource	NOUN
ijassa-411	63	25	that	that	PRON
ijassa-411	63	26	match	match	VERB
ijassa-411	63	27	their	their	PRON
ijassa-411	63	28	requirements	requirement	NOUN
ijassa-411	63	29	without	without	ADP
ijassa-411	63	30	getting	get	VERB
ijassa-411	63	31	users	user	NOUN
ijassa-411	63	32	about	about	ADP
ijassa-411	63	33	the	the	DET
ijassa-411	63	34	details	detail	NOUN
ijassa-411	63	35	of	of	ADP
ijassa-411	63	36	the	the	DET
ijassa-411	63	37	cloud	cloud	NOUN
ijassa-411	63	38	infrastructure	infrastructure	NOUN
ijassa-411	63	39	.	.	PUNCT
ijassa-411	64	1	all	all	DET
ijassa-411	64	2	the	the	DET
ijassa-411	64	3	works	work	NOUN
ijassa-411	64	4	mentioned	mention	VERB
ijassa-411	64	5	above	above	ADP
ijassa-411	64	6	provide	provide	VERB
ijassa-411	64	7	mechanisms	mechanism	NOUN
ijassa-411	64	8	for	for	ADP
ijassa-411	64	9	resource	resource	NOUN
ijassa-411	64	10	management	management	NOUN
ijassa-411	64	11	in	in	ADP
ijassa-411	64	12	cloud	cloud	PROPN
ijassa-411	64	13	environment	environment	NOUN
ijassa-411	64	14	.	.	PUNCT
ijassa-411	65	1	certain	certain	ADJ
ijassa-411	65	2	other	other	ADJ
ijassa-411	65	3	problems	problem	NOUN
ijassa-411	65	4	related	relate	VERB
ijassa-411	65	5	to	to	ADP
ijassa-411	65	6	resource	resource	NOUN
ijassa-411	65	7	allocation	allocation	NOUN
ijassa-411	65	8	for	for	ADP
ijassa-411	65	9	cloud	cloud	NOUN
ijassa-411	65	10	in	in	ADP
ijassa-411	65	11	the	the	DET
ijassa-411	65	12	existing	exist	VERB
ijassa-411	65	13	p2p	p2p	NOUN
ijassa-411	65	14	infrastructure	infrastructure	NOUN
ijassa-411	65	15	has	have	VERB
ijassa-411	65	16	to	to	PART
ijassa-411	65	17	be	be	AUX
ijassa-411	65	18	addressed	address	VERB
ijassa-411	65	19	.	.	PUNCT
ijassa-411	66	1	so	so	ADV
ijassa-411	66	2	,	,	PUNCT
ijassa-411	66	3	the	the	DET
ijassa-411	66	4	problem	problem	NOUN
ijassa-411	66	5	specification	specification	NOUN
ijassa-411	66	6	is	be	AUX
ijassa-411	66	7	provided	provide	VERB
ijassa-411	66	8	in	in	ADP
ijassa-411	66	9	depth	depth	NOUN
ijassa-411	66	10	,	,	PUNCT
ijassa-411	66	11	followed	follow	VERB
ijassa-411	66	12	by	by	ADP
ijassa-411	66	13	the	the	DET
ijassa-411	66	14	method	method	NOUN
ijassa-411	66	15	adopted	adopt	VERB
ijassa-411	66	16	to	to	PART
ijassa-411	66	17	solve	solve	VERB
ijassa-411	66	18	the	the	DET
ijassa-411	66	19	issue	issue	NOUN
ijassa-411	66	20	.	.	PUNCT
ijassa-411	67	1	3	3	NUM
ijassa-411	67	2	problem	problem	NOUN
ijassa-411	67	3	specification	specification	NOUN
ijassa-411	67	4	normally	normally	ADV
ijassa-411	67	5	,	,	PUNCT
ijassa-411	67	6	cloud	cloud	NOUN
ijassa-411	67	7	consists	consist	VERB
ijassa-411	67	8	of	of	ADP
ijassa-411	67	9	set	set	NOUN
ijassa-411	67	10	of	of	ADP
ijassa-411	67	11	resources	resource	NOUN
ijassa-411	67	12	.	.	PUNCT
ijassa-411	68	1	to	to	PART
ijassa-411	68	2	manage	manage	VERB
ijassa-411	68	3	the	the	DET
ijassa-411	68	4	set	set	NOUN
ijassa-411	68	5	of	of	ADP
ijassa-411	68	6	resources	resource	NOUN
ijassa-411	68	7	in	in	ADP
ijassa-411	68	8	the	the	DET
ijassa-411	68	9	cloud	cloud	NOUN
ijassa-411	68	10	,	,	PUNCT
ijassa-411	68	11	it	it	PRON
ijassa-411	68	12	is	be	AUX
ijassa-411	68	13	necessary	necessary	ADJ
ijassa-411	68	14	to	to	PART
ijassa-411	68	15	provide	provide	VERB
ijassa-411	68	16	a	a	DET
ijassa-411	68	17	resource	resource	NOUN
ijassa-411	68	18	manager	manager	NOUN
ijassa-411	68	19	(	(	PUNCT
ijassa-411	68	20	rm	rm	NOUN
ijassa-411	68	21	)	)	PUNCT
ijassa-411	68	22	to	to	PART
ijassa-411	68	23	control	control	VERB
ijassa-411	68	24	and	and	CCONJ
ijassa-411	68	25	set	set	VERB
ijassa-411	68	26	up	up	ADP
ijassa-411	68	27	.	.	PUNCT
ijassa-411	69	1	the	the	DET
ijassa-411	69	2	request	request	NOUN
ijassa-411	69	3	sent	send	VERB
ijassa-411	69	4	by	by	ADP
ijassa-411	69	5	the	the	DET
ijassa-411	69	6	clients	client	NOUN
ijassa-411	69	7	(	(	PUNCT
ijassa-411	69	8	c	c	NOUN
ijassa-411	69	9	)	)	PUNCT
ijassa-411	69	10	for	for	ADP
ijassa-411	69	11	the	the	DET
ijassa-411	69	12	requisition	requisition	NOUN
ijassa-411	69	13	of	of	ADP
ijassa-411	69	14	resources	resource	NOUN
ijassa-411	69	15	is	be	AUX
ijassa-411	69	16	processed	process	VERB
ijassa-411	69	17	based	base	VERB
ijassa-411	69	18	on	on	ADP
ijassa-411	69	19	dispatcher	dispatcher	NUM
ijassa-411	69	20	algorithm	algorithm	NOUN
ijassa-411	69	21	.	.	PUNCT
ijassa-411	70	1	once	once	ADV
ijassa-411	70	2	the	the	DET
ijassa-411	70	3	resources	resource	NOUN
ijassa-411	70	4	are	be	AUX
ijassa-411	70	5	allocated	allocate	VERB
ijassa-411	70	6	and	and	CCONJ
ijassa-411	70	7	released	release	VERB
ijassa-411	70	8	,	,	PUNCT
ijassa-411	70	9	resource	resource	NOUN
ijassa-411	70	10	monitoring	monitoring	NOUN
ijassa-411	70	11	unit	unit	NOUN
ijassa-411	70	12	(	(	PUNCT
ijassa-411	70	13	rmu	rmu	PROPN
ijassa-411	70	14	)	)	PUNCT
ijassa-411	70	15	set	set	VERB
ijassa-411	70	16	up	up	ADP
ijassa-411	70	17	a	a	DET
ijassa-411	70	18	list	list	NOUN
ijassa-411	70	19	of	of	ADP
ijassa-411	70	20	resources	resource	NOUN
ijassa-411	70	21	which	which	PRON
ijassa-411	70	22	are	be	AUX
ijassa-411	70	23	free	free	ADJ
ijassa-411	70	24	from	from	ADP
ijassa-411	70	25	the	the	DET
ijassa-411	70	26	data	data	NOUN
ijassa-411	70	27	centers	center	NOUN
ijassa-411	70	28	on	on	ADP
ijassa-411	70	29	it	it	PRON
ijassa-411	70	30	.	.	PUNCT
ijassa-411	71	1	the	the	DET
ijassa-411	71	2	resource	resource	NOUN
ijassa-411	71	3	monitoring	monitor	VERB
ijassa-411	71	4	unit	unit	NOUN
ijassa-411	71	5	also	also	ADV
ijassa-411	71	6	provides	provide	VERB
ijassa-411	71	7	information	information	NOUN
ijassa-411	71	8	about	about	ADP
ijassa-411	71	9	the	the	DET
ijassa-411	71	10	unavailability	unavailability	NOUN
ijassa-411	71	11	of	of	ADP
ijassa-411	71	12	the	the	DET
ijassa-411	71	13	resources	resource	NOUN
ijassa-411	71	14	in	in	ADP
ijassa-411	71	15	the	the	DET
ijassa-411	71	16	data	data	NOUN
ijassa-411	71	17	centers	center	NOUN
ijassa-411	71	18	.	.	PUNCT
ijassa-411	72	1	the	the	DET
ijassa-411	72	2	sequence	sequence	NOUN
ijassa-411	72	3	diagram	diagram	NOUN
ijassa-411	72	4	described	describe	VERB
ijassa-411	72	5	in	in	ADP
ijassa-411	72	6	fig.1	fig.1	PROPN
ijassa-411	72	7	uses	use	VERB
ijassa-411	72	8	web	web	NOUN
ijassa-411	72	9	service	service	NOUN
ijassa-411	72	10	as	as	ADP
ijassa-411	72	11	an	an	DET
ijassa-411	72	12	interface	interface	NOUN
ijassa-411	72	13	to	to	PART
ijassa-411	72	14	enhance	enhance	VERB
ijassa-411	72	15	the	the	DET
ijassa-411	72	16	communication	communication	NOUN
ijassa-411	72	17	between	between	ADP
ijassa-411	72	18	the	the	DET
ijassa-411	72	19	clients	client	NOUN
ijassa-411	72	20	and	and	CCONJ
ijassa-411	72	21	clouds	cloud	NOUN
ijassa-411	72	22	.	.	PUNCT
ijassa-411	73	1	the	the	DET
ijassa-411	73	2	workflow	workflow	NOUN
ijassa-411	73	3	of	of	ADP
ijassa-411	73	4	managing	manage	VERB
ijassa-411	73	5	the	the	DET
ijassa-411	73	6	resources	resource	NOUN
ijassa-411	73	7	proceeds	proceed	NOUN
ijassa-411	73	8	with	with	ADP
ijassa-411	73	9	the	the	DET
ijassa-411	73	10	clients	client	NOUN
ijassa-411	73	11	’	’	PART
ijassa-411	73	12	requests	request	NOUN
ijassa-411	73	13	.	.	PUNCT
ijassa-411	74	1	the	the	DET
ijassa-411	74	2	foremost	foremost	ADJ
ijassa-411	74	3	step	step	NOUN
ijassa-411	74	4	is	be	AUX
ijassa-411	74	5	that	that	SCONJ
ijassa-411	74	6	the	the	DET
ijassa-411	74	7	client	client	NOUN
ijassa-411	74	8	sends	send	VERB
ijassa-411	74	9	a	a	DET
ijassa-411	74	10	resource	resource	NOUN
ijassa-411	74	11	request	request	NOUN
ijassa-411	74	12	to	to	ADP
ijassa-411	74	13	the	the	DET
ijassa-411	74	14	cloud	cloud	NOUN
ijassa-411	74	15	,	,	PUNCT
ijassa-411	74	16	through	through	ADP
ijassa-411	74	17	the	the	DET
ijassa-411	74	18	web	web	NOUN
ijassa-411	74	19	interface	interface	NOUN
ijassa-411	74	20	(	(	PUNCT
ijassa-411	74	21	wi	wi	PROPN
ijassa-411	74	22	)	)	PUNCT
ijassa-411	74	23	.	.	PUNCT
ijassa-411	75	1	the	the	DET
ijassa-411	75	2	wi	wi	PROPN
ijassa-411	75	3	then	then	ADV
ijassa-411	75	4	passes	pass	VERB
ijassa-411	75	5	onto	onto	ADP
ijassa-411	75	6	the	the	DET
ijassa-411	75	7	authorization	authorization	NOUN
ijassa-411	75	8	unit	unit	NOUN
ijassa-411	75	9	88	88	NUM
ijassa-411	75	10	r.	r.	PROPN
ijassa-411	75	11	a.	a.	PROPN
ijassa-411	75	12	karthika	karthika	PROPN
ijassa-411	75	13	:	:	PUNCT
ijassa-411	75	14	optimized	optimize	VERB
ijassa-411	75	15	resource	resource	NOUN
ijassa-411	75	16	-	-	PUNCT
ijassa-411	75	17	to	to	ADP
ijassa-411	75	18	-	-	PUNCT
ijassa-411	75	19	task	task	NOUN
ijassa-411	75	20	scheduler	scheduler	NOUN
ijassa-411	75	21	for	for	ADP
ijassa-411	75	22	cloud	cloud	NOUN
ijassa-411	75	23	service	service	NOUN
ijassa-411	75	24	fig.1	fig.1	ADJ
ijassa-411	75	25	resource	resource	NOUN
ijassa-411	75	26	allocation	allocation	NOUN
ijassa-411	75	27	(	(	PUNCT
ijassa-411	75	28	without	without	ADP
ijassa-411	75	29	scheduler	scheduler	NOUN
ijassa-411	75	30	)	)	PUNCT
ijassa-411	75	31	(	(	PUNCT
ijassa-411	75	32	au	au	PROPN
ijassa-411	75	33	)	)	PUNCT
ijassa-411	75	34	.	.	PUNCT
ijassa-411	76	1	the	the	DET
ijassa-411	76	2	au	au	ADJ
ijassa-411	76	3	check	check	NOUN
ijassa-411	76	4	for	for	ADP
ijassa-411	76	5	authorization	authorization	NOUN
ijassa-411	76	6	and	and	CCONJ
ijassa-411	76	7	proceeds	proceed	NOUN
ijassa-411	76	8	with	with	ADP
ijassa-411	76	9	the	the	DET
ijassa-411	76	10	next	next	ADJ
ijassa-411	76	11	process	process	NOUN
ijassa-411	76	12	upon	upon	SCONJ
ijassa-411	76	13	successful	successful	ADJ
ijassa-411	76	14	completion	completion	NOUN
ijassa-411	76	15	of	of	ADP
ijassa-411	76	16	the	the	DET
ijassa-411	76	17	authorization	authorization	NOUN
ijassa-411	76	18	.	.	PUNCT
ijassa-411	77	1	it	it	PRON
ijassa-411	77	2	will	will	AUX
ijassa-411	77	3	pass	pass	VERB
ijassa-411	77	4	the	the	DET
ijassa-411	77	5	clients	client	NOUN
ijassa-411	77	6	requests	request	NOUN
ijassa-411	77	7	to	to	ADP
ijassa-411	77	8	the	the	DET
ijassa-411	77	9	resource	resource	NOUN
ijassa-411	77	10	manager	manager	NOUN
ijassa-411	77	11	(	(	PUNCT
ijassa-411	77	12	rm	rm	PROPN
ijassa-411	77	13	)	)	PUNCT
ijassa-411	77	14	.	.	PUNCT
ijassa-411	78	1	upon	upon	SCONJ
ijassa-411	78	2	analyzing	analyze	VERB
ijassa-411	78	3	the	the	DET
ijassa-411	78	4	set	set	NOUN
ijassa-411	78	5	of	of	ADP
ijassa-411	78	6	resources	resource	NOUN
ijassa-411	78	7	required	require	VERB
ijassa-411	78	8	by	by	ADP
ijassa-411	78	9	the	the	DET
ijassa-411	78	10	client	client	NOUN
ijassa-411	78	11	,	,	PUNCT
ijassa-411	78	12	the	the	DET
ijassa-411	78	13	rm	rm	NOUN
ijassa-411	78	14	passes	pass	VERB
ijassa-411	78	15	the	the	DET
ijassa-411	78	16	requests	request	NOUN
ijassa-411	78	17	to	to	ADP
ijassa-411	78	18	the	the	DET
ijassa-411	78	19	resource	resource	NOUN
ijassa-411	78	20	dispatcher	dispatcher	NOUN
ijassa-411	78	21	unit	unit	NOUN
ijassa-411	78	22	(	(	PUNCT
ijassa-411	78	23	rdu	rdu	PROPN
ijassa-411	78	24	)	)	PUNCT
ijassa-411	78	25	.	.	PUNCT
ijassa-411	79	1	before	before	ADP
ijassa-411	79	2	dispatching	dispatch	VERB
ijassa-411	79	3	the	the	DET
ijassa-411	79	4	set	set	NOUN
ijassa-411	79	5	of	of	ADP
ijassa-411	79	6	resources	resource	NOUN
ijassa-411	79	7	to	to	ADP
ijassa-411	79	8	the	the	DET
ijassa-411	79	9	client	client	NOUN
ijassa-411	79	10	,	,	PUNCT
ijassa-411	79	11	the	the	DET
ijassa-411	79	12	rdu	rdu	PROPN
ijassa-411	79	13	checks	check	VERB
ijassa-411	79	14	the	the	DET
ijassa-411	79	15	clients	client	NOUN
ijassa-411	79	16	authorization	authorization	NOUN
ijassa-411	79	17	information	information	NOUN
ijassa-411	79	18	from	from	ADP
ijassa-411	79	19	the	the	DET
ijassa-411	79	20	authorization	authorization	NOUN
ijassa-411	79	21	unit	unit	NOUN
ijassa-411	79	22	(	(	PUNCT
ijassa-411	79	23	au	au	PROPN
ijassa-411	79	24	)	)	PUNCT
ijassa-411	79	25	.	.	PUNCT
ijassa-411	80	1	then	then	ADV
ijassa-411	80	2	the	the	DET
ijassa-411	80	3	au	au	PROPN
ijassa-411	80	4	allocates	allocate	VERB
ijassa-411	80	5	the	the	DET
ijassa-411	80	6	resources	resource	NOUN
ijassa-411	80	7	to	to	ADP
ijassa-411	80	8	the	the	DET
ijassa-411	80	9	clients	client	NOUN
ijassa-411	80	10	who	who	PRON
ijassa-411	80	11	send	send	VERB
ijassa-411	80	12	requests	request	NOUN
ijassa-411	80	13	.	.	PUNCT
ijassa-411	81	1	by	by	ADP
ijassa-411	81	2	this	this	DET
ijassa-411	81	3	way	way	NOUN
ijassa-411	81	4	,	,	PUNCT
ijassa-411	81	5	the	the	DET
ijassa-411	81	6	resources	resource	NOUN
ijassa-411	81	7	are	be	AUX
ijassa-411	81	8	allocated	allocate	VERB
ijassa-411	81	9	to	to	ADP
ijassa-411	81	10	the	the	DET
ijassa-411	81	11	clients	client	NOUN
ijassa-411	81	12	from	from	ADP
ijassa-411	81	13	the	the	DET
ijassa-411	81	14	clouds	cloud	NOUN
ijassa-411	81	15	.	.	PUNCT
ijassa-411	82	1	4	4	NUM
ijassa-411	82	2	scheduler	scheduler	NOUN
ijassa-411	82	3	-	-	PUNCT
ijassa-411	82	4	based	base	VERB
ijassa-411	82	5	optimal	optimal	ADJ
ijassa-411	82	6	resource	resource	NOUN
ijassa-411	82	7	allocation	allocation	NOUN
ijassa-411	82	8	in	in	ADP
ijassa-411	82	9	cloud	cloud	NOUN
ijassa-411	82	10	environment	environment	NOUN
ijassa-411	82	11	the	the	DET
ijassa-411	82	12	previous	previous	ADJ
ijassa-411	82	13	section	section	NOUN
ijassa-411	82	14	discussed	discuss	VERB
ijassa-411	82	15	about	about	ADP
ijassa-411	82	16	the	the	DET
ijassa-411	82	17	process	process	NOUN
ijassa-411	82	18	of	of	ADP
ijassa-411	82	19	managing	manage	VERB
ijassa-411	82	20	the	the	DET
ijassa-411	82	21	resources	resource	NOUN
ijassa-411	82	22	in	in	ADP
ijassa-411	82	23	the	the	DET
ijassa-411	82	24	clouds	cloud	NOUN
ijassa-411	82	25	in	in	ADP
ijassa-411	82	26	conventional	conventional	ADJ
ijassa-411	82	27	manner	manner	NOUN
ijassa-411	82	28	.	.	PUNCT
ijassa-411	83	1	if	if	SCONJ
ijassa-411	83	2	allocation	allocation	NOUN
ijassa-411	83	3	of	of	ADP
ijassa-411	83	4	resources	resource	NOUN
ijassa-411	83	5	is	be	AUX
ijassa-411	83	6	done	do	VERB
ijassa-411	83	7	improperly	improperly	ADV
ijassa-411	83	8	,	,	PUNCT
ijassa-411	83	9	then	then	ADV
ijassa-411	83	10	the	the	DET
ijassa-411	83	11	resources	resource	NOUN
ijassa-411	83	12	which	which	PRON
ijassa-411	83	13	are	be	AUX
ijassa-411	83	14	free	free	ADJ
ijassa-411	83	15	are	be	AUX
ijassa-411	83	16	simply	simply	ADV
ijassa-411	83	17	assigned	assign	VERB
ijassa-411	83	18	to	to	ADP
ijassa-411	83	19	the	the	DET
ijassa-411	83	20	task	task	NOUN
ijassa-411	83	21	accomplished	accomplish	VERB
ijassa-411	83	22	.	.	PUNCT
ijassa-411	84	1	this	this	DET
ijassa-411	84	2	results	result	VERB
ijassa-411	84	3	in	in	ADP
ijassa-411	84	4	the	the	DET
ijassa-411	84	5	wastage	wastage	NOUN
ijassa-411	84	6	of	of	ADP
ijassa-411	84	7	resources	resource	NOUN
ijassa-411	84	8	in	in	ADP
ijassa-411	84	9	the	the	DET
ijassa-411	84	10	resource	resource	NOUN
ijassa-411	84	11	pool	pool	NOUN
ijassa-411	84	12	.	.	PUNCT
ijassa-411	85	1	to	to	PART
ijassa-411	85	2	enhance	enhance	VERB
ijassa-411	85	3	and	and	CCONJ
ijassa-411	85	4	to	to	PART
ijassa-411	85	5	further	far	ADV
ijassa-411	85	6	optimize	optimize	VERB
ijassa-411	85	7	the	the	DET
ijassa-411	85	8	resource	resource	NOUN
ijassa-411	85	9	allocation	allocation	NOUN
ijassa-411	85	10	in	in	ADP
ijassa-411	85	11	the	the	DET
ijassa-411	85	12	cloud	cloud	NOUN
ijassa-411	85	13	,	,	PUNCT
ijassa-411	85	14	in	in	ADP
ijassa-411	85	15	this	this	DET
ijassa-411	85	16	section	section	NOUN
ijassa-411	85	17	we	we	PRON
ijassa-411	85	18	describe	describe	VERB
ijassa-411	85	19	a	a	DET
ijassa-411	85	20	mathematical	mathematical	ADJ
ijassa-411	85	21	model	model	NOUN
ijassa-411	85	22	using	use	VERB
ijassa-411	85	23	scheduler	scheduler	NOUN
ijassa-411	85	24	-	-	PUNCT
ijassa-411	85	25	based	base	VERB
ijassa-411	85	26	model	model	NOUN
ijassa-411	85	27	with	with	ADP
ijassa-411	85	28	a	a	DET
ijassa-411	85	29	set	set	NOUN
ijassa-411	85	30	of	of	ADP
ijassa-411	85	31	constraints	constraint	NOUN
ijassa-411	85	32	.	.	PUNCT
ijassa-411	86	1	as	as	ADP
ijassa-411	86	2	a	a	DET
ijassa-411	86	3	solution	solution	NOUN
ijassa-411	86	4	for	for	ADP
ijassa-411	86	5	resource	resource	NOUN
ijassa-411	86	6	utilization	utilization	NOUN
ijassa-411	86	7	in	in	ADP
ijassa-411	86	8	hierarchical	hierarchical	ADJ
ijassa-411	86	9	distributed	distribute	VERB
ijassa-411	86	10	peer	peer	NOUN
ijassa-411	86	11	networks	network	NOUN
ijassa-411	86	12	,	,	PUNCT
ijassa-411	86	13	inward	inward	ADP
ijassa-411	86	14	requests	request	NOUN
ijassa-411	86	15	to	to	PART
ijassa-411	86	16	cloud	cloud	NOUN
ijassa-411	86	17	primarily	primarily	ADV
ijassa-411	86	18	are	be	AUX
ijassa-411	86	19	sent	send	VERB
ijassa-411	86	20	to	to	ADP
ijassa-411	86	21	an	an	DET
ijassa-411	86	22	essential	essential	ADJ
ijassa-411	86	23	component	component	NOUN
ijassa-411	86	24	.	.	PUNCT
ijassa-411	87	1	this	this	DET
ijassa-411	87	2	vital	vital	ADJ
ijassa-411	87	3	component	component	NOUN
ijassa-411	87	4	called	call	VERB
ijassa-411	87	5	the	the	DET
ijassa-411	87	6	scheduler	scheduler	NOUN
ijassa-411	87	7	,	,	PUNCT
ijassa-411	87	8	judge	judge	VERB
ijassa-411	87	9	quantity	quantity	NOUN
ijassa-411	87	10	of	of	ADP
ijassa-411	87	11	present	present	ADJ
ijassa-411	87	12	resources	resource	NOUN
ijassa-411	87	13	in	in	ADP
ijassa-411	87	14	cloud	cloud	ADJ
ijassa-411	87	15	instances	instance	NOUN
ijassa-411	87	16	and	and	CCONJ
ijassa-411	87	17	employs	employ	VERB
ijassa-411	87	18	an	an	DET
ijassa-411	87	19	improvised	improvised	ADJ
ijassa-411	87	20	dispatcher	dispatcher	ADJ
ijassa-411	87	21	algorithm	algorithm	NOUN
ijassa-411	87	22	to	to	PART
ijassa-411	87	23	choose	choose	VERB
ijassa-411	87	24	which	which	DET
ijassa-411	87	25	cloud	cloud	ADJ
ijassa-411	87	26	instance	instance	NOUN
ijassa-411	87	27	swarm	swarm	NOUN
ijassa-411	87	28	this	this	DET
ijassa-411	87	29	request	request	NOUN
ijassa-411	87	30	and	and	CCONJ
ijassa-411	87	31	propels	propel	VERB
ijassa-411	87	32	essential	essential	ADJ
ijassa-411	87	33	instructions	instruction	NOUN
ijassa-411	87	34	to	to	ADP
ijassa-411	87	35	its	its	PRON
ijassa-411	87	36	virtual	virtual	ADJ
ijassa-411	87	37	machine	machine	NOUN
ijassa-411	87	38	formation	formation	NOUN
ijassa-411	87	39	.	.	PUNCT
ijassa-411	88	1	at	at	ADP
ijassa-411	88	2	first	first	ADV
ijassa-411	88	3	we	we	PRON
ijassa-411	88	4	design	design	VERB
ijassa-411	88	5	the	the	DET
ijassa-411	88	6	architecture	architecture	NOUN
ijassa-411	88	7	,	,	PUNCT
ijassa-411	88	8	further	far	ADV
ijassa-411	88	9	explain	explain	VERB
ijassa-411	88	10	the	the	DET
ijassa-411	88	11	scheduler	scheduler	NOUN
ijassa-411	88	12	-	-	PUNCT
ijassa-411	88	13	based	base	VERB
ijassa-411	88	14	optimal	optimal	ADJ
ijassa-411	88	15	resource	resource	NOUN
ijassa-411	88	16	allocation	allocation	NOUN
ijassa-411	88	17	using	use	VERB
ijassa-411	88	18	improvised	improvise	VERB
ijassa-411	88	19	dispatcher	dispatcher	ADJ
ijassa-411	88	20	algorithm	algorithm	NOUN
ijassa-411	88	21	.	.	PUNCT
ijassa-411	89	1	advances	advance	NOUN
ijassa-411	89	2	in	in	ADP
ijassa-411	89	3	systems	system	NOUN
ijassa-411	89	4	science	science	NOUN
ijassa-411	89	5	and	and	CCONJ
ijassa-411	89	6	applications	application	NOUN
ijassa-411	89	7	(	(	PUNCT
ijassa-411	89	8	2014	2014	NUM
ijassa-411	89	9	)	)	PUNCT
ijassa-411	89	10	vol.14	vol.14	NOUN
ijassa-411	89	11	no.1	no.1	X
ijassa-411	89	12	89	89	NUM
ijassa-411	89	13	fig.2	fig.2	ADJ
ijassa-411	89	14	architecture	architecture	NOUN
ijassa-411	89	15	of	of	ADP
ijassa-411	89	16	s	s	NOUN
ijassa-411	89	17	-	-	PUNCT
ijassa-411	89	18	ora	ora	ADJ
ijassa-411	89	19	4.1	4.1	NUM
ijassa-411	89	20	system	system	NOUN
ijassa-411	89	21	architecture	architecture	NOUN
ijassa-411	89	22	of	of	ADP
ijassa-411	89	23	scheduler	scheduler	NOUN
ijassa-411	89	24	-	-	PUNCT
ijassa-411	89	25	based	base	VERB
ijassa-411	89	26	optimal	optimal	ADJ
ijassa-411	89	27	resource	resource	NOUN
ijassa-411	89	28	allocation	allocation	NOUN
ijassa-411	89	29	the	the	DET
ijassa-411	89	30	scheduler	scheduler	NOUN
ijassa-411	89	31	-	-	PUNCT
ijassa-411	89	32	based	base	VERB
ijassa-411	89	33	optimal	optimal	ADJ
ijassa-411	89	34	resource	resource	NOUN
ijassa-411	89	35	allocation	allocation	NOUN
ijassa-411	89	36	is	be	AUX
ijassa-411	89	37	designed	design	VERB
ijassa-411	89	38	based	base	VERB
ijassa-411	89	39	on	on	ADP
ijassa-411	89	40	sensible	sensible	ADJ
ijassa-411	89	41	clouds	cloud	NOUN
ijassa-411	89	42	like	like	ADP
ijassa-411	89	43	amazon	amazon	PROPN
ijassa-411	89	44	ec2	ec2	PROPN
ijassa-411	89	45	.	.	PUNCT
ijassa-411	90	1	the	the	DET
ijassa-411	90	2	architecture	architecture	NOUN
ijassa-411	90	3	of	of	ADP
ijassa-411	90	4	scheduler	scheduler	NOUN
ijassa-411	90	5	-	-	PUNCT
ijassa-411	90	6	based	base	VERB
ijassa-411	90	7	resource	resource	NOUN
ijassa-411	90	8	allocation	allocation	NOUN
ijassa-411	90	9	is	be	AUX
ijassa-411	90	10	shown	show	VERB
ijassa-411	90	11	in	in	ADP
ijassa-411	90	12	fig.2	fig.2	PROPN
ijassa-411	90	13	.	.	PUNCT
ijassa-411	91	1	the	the	DET
ijassa-411	91	2	process	process	NOUN
ijassa-411	91	3	of	of	ADP
ijassa-411	91	4	allocating	allocate	VERB
ijassa-411	91	5	the	the	DET
ijassa-411	91	6	resources	resource	NOUN
ijassa-411	91	7	is	be	AUX
ijassa-411	91	8	described	describe	VERB
ijassa-411	91	9	individually	individually	ADV
ijassa-411	91	10	based	base	VERB
ijassa-411	91	11	on	on	ADP
ijassa-411	91	12	the	the	DET
ijassa-411	91	13	four	four	NUM
ijassa-411	91	14	components	component	NOUN
ijassa-411	91	15	namely	namely	ADV
ijassa-411	91	16	,	,	PUNCT
ijassa-411	91	17	the	the	DET
ijassa-411	91	18	client	client	NOUN
ijassa-411	91	19	,	,	PUNCT
ijassa-411	91	20	the	the	DET
ijassa-411	91	21	allocator	allocator	NOUN
ijassa-411	91	22	,	,	PUNCT
ijassa-411	91	23	the	the	DET
ijassa-411	91	24	scheduler	scheduler	NOUN
ijassa-411	91	25	and	and	CCONJ
ijassa-411	91	26	finally	finally	ADV
ijassa-411	91	27	the	the	DET
ijassa-411	91	28	optimizer	optimizer	NOUN
ijassa-411	91	29	.	.	PUNCT
ijassa-411	92	1	the	the	DET
ijassa-411	92	2	process	process	NOUN
ijassa-411	92	3	starts	start	VERB
ijassa-411	92	4	with	with	ADP
ijassa-411	92	5	the	the	DET
ijassa-411	92	6	(	(	PUNCT
ijassa-411	92	7	i	i	NOUN
ijassa-411	92	8	)	)	PUNCT
ijassa-411	92	9	client	client	NOUN
ijassa-411	92	10	(	(	PUNCT
ijassa-411	92	11	c	c	NOUN
ijassa-411	92	12	)	)	PUNCT
ijassa-411	92	13	,	,	PUNCT
ijassa-411	92	14	(	(	PUNCT
ijassa-411	92	15	ii	ii	NOUN
ijassa-411	92	16	)	)	PUNCT
ijassa-411	92	17	allocator	allocator	NOUN
ijassa-411	92	18	comprises	comprise	NOUN
ijassa-411	92	19	of	of	ADP
ijassa-411	92	20	web	web	NOUN
ijassa-411	92	21	interface	interface	NOUN
ijassa-411	92	22	(	(	PUNCT
ijassa-411	92	23	wi	wi	PROPN
ijassa-411	92	24	)	)	PUNCT
ijassa-411	92	25	and	and	CCONJ
ijassa-411	92	26	authorization	authorization	NOUN
ijassa-411	92	27	unit	unit	NOUN
ijassa-411	92	28	(	(	PUNCT
ijassa-411	92	29	au	au	PROPN
ijassa-411	92	30	)	)	PUNCT
ijassa-411	92	31	(	(	PUNCT
ijassa-411	92	32	iii	iii	NOUN
ijassa-411	92	33	)	)	PUNCT
ijassa-411	92	34	scheduler	scheduler	NOUN
ijassa-411	92	35	schedules	schedule	VERB
ijassa-411	92	36	the	the	DET
ijassa-411	92	37	availability	availability	NOUN
ijassa-411	92	38	of	of	ADP
ijassa-411	92	39	resources	resource	NOUN
ijassa-411	92	40	according	accord	VERB
ijassa-411	92	41	to	to	ADP
ijassa-411	92	42	the	the	DET
ijassa-411	92	43	availability	availability	NOUN
ijassa-411	92	44	and	and	CCONJ
ijassa-411	92	45	finally	finally	ADV
ijassa-411	92	46	(	(	PUNCT
ijassa-411	92	47	iv	iv	X
ijassa-411	92	48	)	)	PUNCT
ijassa-411	92	49	optimizer	optimizer	NOUN
ijassa-411	92	50	comprises	comprise	NOUN
ijassa-411	92	51	of	of	ADP
ijassa-411	92	52	resource	resource	NOUN
ijassa-411	92	53	manager	manager	NOUN
ijassa-411	92	54	(	(	PUNCT
ijassa-411	92	55	rm	rm	PROPN
ijassa-411	92	56	)	)	PUNCT
ijassa-411	92	57	,	,	PUNCT
ijassa-411	92	58	resource	resource	NOUN
ijassa-411	92	59	monitoring	monitoring	NOUN
ijassa-411	92	60	unit	unit	NOUN
ijassa-411	92	61	(	(	PUNCT
ijassa-411	92	62	rmu	rmu	PROPN
ijassa-411	92	63	)	)	PUNCT
ijassa-411	92	64	and	and	CCONJ
ijassa-411	92	65	resource	resource	NOUN
ijassa-411	92	66	dispatcher	dispatcher	NOUN
ijassa-411	92	67	unit	unit	NOUN
ijassa-411	92	68	(	(	PUNCT
ijassa-411	92	69	rdu	rdu	PROPN
ijassa-411	92	70	)	)	PUNCT
ijassa-411	92	71	.	.	PUNCT
ijassa-411	93	1	the	the	DET
ijassa-411	93	2	notations	notation	NOUN
ijassa-411	93	3	will	will	AUX
ijassa-411	93	4	be	be	AUX
ijassa-411	93	5	used	use	VERB
ijassa-411	93	6	throughout	throughout	ADP
ijassa-411	93	7	the	the	DET
ijassa-411	93	8	work	work	NOUN
ijassa-411	93	9	.	.	PUNCT
ijassa-411	94	1	4.2	4.2	NUM
ijassa-411	94	2	process	process	NOUN
ijassa-411	94	3	of	of	ADP
ijassa-411	94	4	scheduler	scheduler	NOUN
ijassa-411	94	5	-	-	PUNCT
ijassa-411	94	6	based	base	VERB
ijassa-411	94	7	optimal	optimal	ADJ
ijassa-411	94	8	resource	resource	NOUN
ijassa-411	94	9	allocation	allocation	NOUN
ijassa-411	94	10	to	to	PART
ijassa-411	94	11	balance	balance	VERB
ijassa-411	94	12	the	the	DET
ijassa-411	94	13	set	set	NOUN
ijassa-411	94	14	of	of	ADP
ijassa-411	94	15	utilized	utilize	VERB
ijassa-411	94	16	resources	resource	NOUN
ijassa-411	94	17	and	and	CCONJ
ijassa-411	94	18	free	free	ADJ
ijassa-411	94	19	resources	resource	NOUN
ijassa-411	94	20	in	in	ADP
ijassa-411	94	21	the	the	DET
ijassa-411	94	22	cloud	cloud	NOUN
ijassa-411	94	23	,	,	PUNCT
ijassa-411	94	24	in	in	ADP
ijassa-411	94	25	this	this	DET
ijassa-411	94	26	section	section	NOUN
ijassa-411	94	27	,	,	PUNCT
ijassa-411	94	28	the	the	DET
ijassa-411	94	29	resources	resource	NOUN
ijassa-411	94	30	are	be	AUX
ijassa-411	94	31	distributed	distribute	VERB
ijassa-411	94	32	among	among	ADP
ijassa-411	94	33	the	the	DET
ijassa-411	94	34	clients	client	NOUN
ijassa-411	94	35	to	to	PART
ijassa-411	94	36	increase	increase	VERB
ijassa-411	94	37	the	the	DET
ijassa-411	94	38	availability	availability	NOUN
ijassa-411	94	39	with	with	ADP
ijassa-411	94	40	the	the	DET
ijassa-411	94	41	help	help	NOUN
ijassa-411	94	42	of	of	ADP
ijassa-411	94	43	scheduler	scheduler	NOUN
ijassa-411	94	44	.	.	PUNCT
ijassa-411	95	1	the	the	DET
ijassa-411	95	2	scheduling	scheduling	NOUN
ijassa-411	95	3	of	of	ADP
ijassa-411	95	4	resources	resource	NOUN
ijassa-411	95	5	in	in	ADP
ijassa-411	95	6	the	the	DET
ijassa-411	95	7	clouds	cloud	NOUN
ijassa-411	95	8	are	be	AUX
ijassa-411	95	9	focused	focus	VERB
ijassa-411	95	10	oriented	orient	VERB
ijassa-411	95	11	towards	towards	ADP
ijassa-411	95	12	the	the	DET
ijassa-411	95	13	management	management	NOUN
ijassa-411	95	14	of	of	ADP
ijassa-411	95	15	memory	memory	NOUN
ijassa-411	95	16	and	and	CCONJ
ijassa-411	95	17	cpu	cpu	NOUN
ijassa-411	95	18	usage	usage	NOUN
ijassa-411	95	19	of	of	ADP
ijassa-411	95	20	every	every	DET
ijassa-411	95	21	clients	client	NOUN
ijassa-411	95	22	required	require	VERB
ijassa-411	95	23	.	.	PUNCT
ijassa-411	96	1	a	a	DET
ijassa-411	96	2	mathematical	mathematical	ADJ
ijassa-411	96	3	model	model	NOUN
ijassa-411	96	4	is	be	AUX
ijassa-411	96	5	presented	present	VERB
ijassa-411	96	6	here	here	ADV
ijassa-411	96	7	to	to	PART
ijassa-411	96	8	introduce	introduce	VERB
ijassa-411	96	9	a	a	DET
ijassa-411	96	10	parametric	parametric	ADJ
ijassa-411	96	11	environment	environment	NOUN
ijassa-411	96	12	for	for	ADP
ijassa-411	96	13	better	well	ADJ
ijassa-411	96	14	allocation	allocation	NOUN
ijassa-411	96	15	of	of	ADP
ijassa-411	96	16	resources	resource	NOUN
ijassa-411	96	17	in	in	ADP
ijassa-411	96	18	cloud	cloud	NOUN
ijassa-411	96	19	computing	computing	NOUN
ijassa-411	96	20	environment	environment	NOUN
ijassa-411	96	21	.	.	PUNCT
ijassa-411	97	1	before	before	ADP
ijassa-411	97	2	assigning	assign	VERB
ijassa-411	97	3	the	the	DET
ijassa-411	97	4	resources	resource	NOUN
ijassa-411	97	5	to	to	ADP
ijassa-411	97	6	the	the	DET
ijassa-411	97	7	clients	client	NOUN
ijassa-411	97	8	,	,	PUNCT
ijassa-411	97	9	the	the	DET
ijassa-411	97	10	current	current	ADJ
ijassa-411	97	11	stature	stature	NOUN
ijassa-411	97	12	of	of	ADP
ijassa-411	97	13	the	the	DET
ijassa-411	97	14	client	client	NOUN
ijassa-411	97	15	is	be	AUX
ijassa-411	97	16	to	to	PART
ijassa-411	97	17	be	be	AUX
ijassa-411	97	18	noted	note	VERB
ijassa-411	97	19	.	.	PUNCT
ijassa-411	98	1	the	the	DET
ijassa-411	98	2	stature	stature	NOUN
ijassa-411	98	3	includes	include	VERB
ijassa-411	98	4	the	the	DET
ijassa-411	98	5	requirement	requirement	NOUN
ijassa-411	98	6	of	of	ADP
ijassa-411	98	7	resources	resource	NOUN
ijassa-411	98	8	,	,	PUNCT
ijassa-411	98	9	memory	memory	NOUN
ijassa-411	98	10	and	and	CCONJ
ijassa-411	98	11	cpu	cpu	NOUN
ijassa-411	98	12	usage	usage	NOUN
ijassa-411	98	13	.	.	PUNCT
ijassa-411	99	1	for	for	ADP
ijassa-411	99	2	this	this	DET
ijassa-411	99	3	purpose	purpose	NOUN
ijassa-411	99	4	,	,	PUNCT
ijassa-411	99	5	a	a	DET
ijassa-411	99	6	parametric	parametric	ADJ
ijassa-411	99	7	setting	setting	NOUN
ijassa-411	99	8	is	be	AUX
ijassa-411	99	9	initiated	initiate	VERB
ijassa-411	99	10	in	in	ADP
ijassa-411	99	11	a	a	DET
ijassa-411	99	12	method	method	NOUN
ijassa-411	99	13	to	to	PART
ijassa-411	99	14	think	think	VERB
ijassa-411	99	15	about	about	ADP
ijassa-411	99	16	proximity	proximity	NOUN
ijassa-411	99	17	and	and	CCONJ
ijassa-411	99	18	resource	resource	NOUN
ijassa-411	99	19	consumption	consumption	NOUN
ijassa-411	99	20	on	on	ADP
ijassa-411	99	21	cloud	cloud	ADJ
ijassa-411	99	22	instances	instance	NOUN
ijassa-411	99	23	as	as	SCONJ
ijassa-411	99	24	illustrated	illustrate	VERB
ijassa-411	99	25	below	below	ADP
ijassa-411	99	26	90	90	NUM
ijassa-411	99	27	r.	r.	PROPN
ijassa-411	99	28	a.	a.	PROPN
ijassa-411	99	29	karthika	karthika	PROPN
ijassa-411	99	30	:	:	PUNCT
ijassa-411	99	31	optimized	optimize	VERB
ijassa-411	99	32	resource	resource	NOUN
ijassa-411	99	33	-	-	PUNCT
ijassa-411	99	34	to	to	ADP
ijassa-411	99	35	-	-	PUNCT
ijassa-411	99	36	task	task	NOUN
ijassa-411	99	37	scheduler	scheduler	NOUN
ijassa-411	99	38	for	for	ADP
ijassa-411	99	39	cloud	cloud	NOUN
ijassa-411	99	40	service	service	NOUN
ijassa-411	99	41	using	use	VERB
ijassa-411	99	42	the	the	DET
ijassa-411	99	43	following	follow	VERB
ijassa-411	99	44	constraints	constraint	NOUN
ijassa-411	99	45	.	.	PUNCT
ijassa-411	100	1	let	let	VERB
ijassa-411	100	2	us	we	PRON
ijassa-411	100	3	consider	consider	VERB
ijassa-411	100	4	the	the	DET
ijassa-411	100	5	scheduler	scheduler	NOUN
ijassa-411	100	6	-	-	PUNCT
ijassa-411	100	7	based	base	VERB
ijassa-411	100	8	optimal	optimal	ADJ
ijassa-411	100	9	resource	resource	NOUN
ijassa-411	100	10	allocation	allocation	NOUN
ijassa-411	100	11	problem	problem	NOUN
ijassa-411	100	12	for	for	ADP
ijassa-411	100	13	processing	processing	NOUN
ijassa-411	100	14	and	and	CCONJ
ijassa-411	100	15	memory	memory	NOUN
ijassa-411	100	16	usage	usage	NOUN
ijassa-411	100	17	denoted	denote	VERB
ijassa-411	100	18	by	by	ADP
ijassa-411	100	19	the	the	DET
ijassa-411	100	20	equations	equation	NOUN
ijassa-411	100	21	(	(	PUNCT
ijassa-411	100	22	1	1	NUM
ijassa-411	100	23	)	)	PUNCT
ijassa-411	100	24	and	and	CCONJ
ijassa-411	100	25	(	(	PUNCT
ijassa-411	100	26	2	2	X
ijassa-411	100	27	)	)	PUNCT
ijassa-411	100	28	respectively	respectively	ADV
ijassa-411	100	29	.	.	PUNCT
ijassa-411	101	1	α	α	X
ijassa-411	101	2	=	=	SYM
ijassa-411	101	3	n∑	n∑	PROPN
ijassa-411	101	4	i=1	i=1	PROPN
ijassa-411	101	5	(	(	PUNCT
ijassa-411	101	6	procc[avail]−	procc[avail]−	PROPN
ijassa-411	101	7	proci[cons	proci[cons	PROPN
ijassa-411	101	8	]	]	PUNCT
ijassa-411	101	9	total	total	ADJ
ijassa-411	101	10	procc	procc	NOUN
ijassa-411	101	11	(	(	PUNCT
ijassa-411	101	12	1	1	NUM
ijassa-411	101	13	)	)	PUNCT
ijassa-411	101	14	β	β	NOUN
ijassa-411	101	15	=	=	SYM
ijassa-411	101	16	n∑	n∑	PROPN
ijassa-411	101	17	i=1	i=1	PROPN
ijassa-411	101	18	(	(	PUNCT
ijassa-411	101	19	memc[avail]−memi[cons	memc[avail]−memi[con	NOUN
ijassa-411	101	20	]	]	PUNCT
ijassa-411	101	21	total	total	ADJ
ijassa-411	101	22	memc	memc	NOUN
ijassa-411	101	23	(	(	PUNCT
ijassa-411	101	24	2	2	NUM
ijassa-411	101	25	)	)	PUNCT
ijassa-411	101	26	where	where	SCONJ
ijassa-411	101	27	i	i	PRON
ijassa-411	101	28	=	=	NOUN
ijassa-411	101	29	1	1	NUM
ijassa-411	101	30	,	,	PUNCT
ijassa-411	101	31	2	2	NUM
ijassa-411	101	32	,	,	PUNCT
ijassa-411	101	33	...	...	PUNCT
ijassa-411	101	34	,	,	PUNCT
ijassa-411	101	35	n	n	PRON
ijassa-411	101	36	requests	request	NOUN
ijassa-411	101	37	placed	place	VERB
ijassa-411	101	38	by	by	ADP
ijassa-411	101	39	the	the	DET
ijassa-411	101	40	clients	client	NOUN
ijassa-411	101	41	to	to	ADP
ijassa-411	101	42	n	n	PRON
ijassa-411	101	43	cloud	cloud	NOUN
ijassa-411	101	44	instances	instance	NOUN
ijassa-411	101	45	denoted	denote	VERB
ijassa-411	101	46	by	by	ADP
ijassa-411	101	47	c	c	NOUN
ijassa-411	101	48	=	=	SYM
ijassa-411	101	49	1	1	NUM
ijassa-411	101	50	,	,	PUNCT
ijassa-411	101	51	2	2	NUM
ijassa-411	101	52	,	,	PUNCT
ijassa-411	101	53	...	...	PUNCT
ijassa-411	101	54	,	,	PUNCT
ijassa-411	101	55	m.	m.	NOUN
ijassa-411	101	56	the	the	DET
ijassa-411	101	57	scheduler	scheduler	NOUN
ijassa-411	101	58	-	-	PUNCT
ijassa-411	101	59	based	base	VERB
ijassa-411	101	60	optimal	optimal	ADJ
ijassa-411	101	61	resource	resource	NOUN
ijassa-411	101	62	allocation	allocation	NOUN
ijassa-411	101	63	using	use	VERB
ijassa-411	101	64	processing	processing	NOUN
ijassa-411	101	65	and	and	CCONJ
ijassa-411	101	66	memory	memory	NOUN
ijassa-411	101	67	are	be	AUX
ijassa-411	101	68	further	far	ADV
ijassa-411	101	69	denoted	denote	VERB
ijassa-411	101	70	by	by	ADP
ijassa-411	101	71	objective	objective	ADJ
ijassa-411	101	72	function	function	NOUN
ijassa-411	101	73	as	as	SCONJ
ijassa-411	101	74	given	give	VERB
ijassa-411	101	75	below	below	ADV
ijassa-411	101	76	:	:	PUNCT
ijassa-411	101	77	x	x	SYM
ijassa-411	101	78	=	=	SYM
ijassa-411	101	79	α	α	PROPN
ijassa-411	101	80	∈	∈	PROPN
ijassa-411	101	81	procnsymbolizes	procnsymbolize	VERB
ijassa-411	101	82	x	x	PUNCT
ijassa-411	101	83	=	=	SYM
ijassa-411	101	84			NOUN
ijassa-411	102	1	x1	x1	NUM
ijassa-411	102	2	x2	x2	X
ijassa-411	102	3	...	...	PUNCT
ijassa-411	102	4	xn	xn	NUM
ijassa-411	102	5			NOUN
ijassa-411	102	6	,	,	PUNCT
ijassa-411	102	7	xi	xi	PROPN
ijassa-411	102	8	∈	∈	PROPN
ijassa-411	102	9	proc	proc	NOUN
ijassa-411	102	10	(	(	PUNCT
ijassa-411	102	11	3	3	NUM
ijassa-411	102	12	)	)	PUNCT
ijassa-411	102	13	similarly	similarly	ADV
ijassa-411	102	14	,	,	PUNCT
ijassa-411	102	15	y	y	PROPN
ijassa-411	102	16	=	=	PUNCT
ijassa-411	102	17	β	β	X
ijassa-411	102	18	∈	∈	PROPN
ijassa-411	102	19	memnsymbolizes	memnsymbolize	VERB
ijassa-411	102	20	y	y	PROPN
ijassa-411	102	21	=	=	SYM
ijassa-411	102	22			PROPN
ijassa-411	102	23	y1	y1	INTJ
ijassa-411	102	24	y2	y2	NOUN
ijassa-411	102	25	...	...	PUNCT
ijassa-411	103	1	yn	yn	NUM
ijassa-411	103	2			NOUN
ijassa-411	103	3	,	,	PUNCT
ijassa-411	103	4	yi	yi	PROPN
ijassa-411	103	5	∈	∈	PROPN
ijassa-411	103	6	mem	mem	X
ijassa-411	103	7	(	(	PUNCT
ijassa-411	103	8	4	4	NUM
ijassa-411	103	9	)	)	PUNCT
ijassa-411	103	10	where	where	SCONJ
ijassa-411	103	11	procn	procn	NOUN
ijassa-411	103	12	denotes	denote	NOUN
ijassa-411	103	13	set	set	VERB
ijassa-411	103	14	of	of	ADP
ijassa-411	103	15	n	n	PRON
ijassa-411	103	16	representation	representation	NOUN
ijassa-411	103	17	or	or	CCONJ
ijassa-411	103	18	n	n	NUM
ijassa-411	103	19	requests	request	NOUN
ijassa-411	103	20	placed	place	VERB
ijassa-411	103	21	by	by	ADP
ijassa-411	103	22	the	the	DET
ijassa-411	103	23	clients	client	NOUN
ijassa-411	103	24	.	.	PUNCT
ijassa-411	104	1	procc[avail	procc[avail	NOUN
ijassa-411	104	2	]	]	PUNCT
ijassa-411	104	3	and	and	CCONJ
ijassa-411	104	4	memc[avail	memc[avail	NOUN
ijassa-411	104	5	]	]	X
ijassa-411	104	6	represent	represent	VERB
ijassa-411	104	7	the	the	DET
ijassa-411	104	8	current	current	ADJ
ijassa-411	104	9	processing	processing	NOUN
ijassa-411	104	10	and	and	CCONJ
ijassa-411	104	11	memory	memory	NOUN
ijassa-411	104	12	availability	availability	NOUN
ijassa-411	104	13	in	in	ADP
ijassa-411	104	14	cloud	cloud	ADJ
ijassa-411	104	15	instances	instance	NOUN
ijassa-411	104	16	denoted	denote	VERB
ijassa-411	104	17	by	by	ADP
ijassa-411	104	18	‘	'	PUNCT
ijassa-411	104	19	c	c	NOUN
ijassa-411	104	20	’	'	PUNCT
ijassa-411	104	21	for	for	ADP
ijassa-411	104	22	a	a	DET
ijassa-411	104	23	particular	particular	ADJ
ijassa-411	104	24	request	request	NOUN
ijassa-411	104	25	with	with	ADP
ijassa-411	104	26	total	total	ADJ
ijassa-411	104	27	processing	processing	NOUN
ijassa-411	104	28	and	and	CCONJ
ijassa-411	104	29	memory	memory	NOUN
ijassa-411	104	30	available	available	ADJ
ijassa-411	104	31	in	in	ADP
ijassa-411	104	32	cloud	cloud	NOUN
ijassa-411	104	33	‘	'	PUNCT
ijassa-411	104	34	c	c	X
ijassa-411	104	35	’	'	PUNCT
ijassa-411	104	36	represented	represent	VERB
ijassa-411	104	37	by	by	ADP
ijassa-411	104	38	total	total	ADJ
ijassa-411	104	39	procc	procc	NOUN
ijassa-411	104	40	and	and	CCONJ
ijassa-411	104	41	total	total	ADJ
ijassa-411	104	42	memc	memc	NOUN
ijassa-411	104	43	respectively	respectively	ADV
ijassa-411	104	44	.	.	PUNCT
ijassa-411	105	1	proci[cons	proci[con	NOUN
ijassa-411	105	2	]	]	PUNCT
ijassa-411	105	3	and	and	CCONJ
ijassa-411	105	4	memi[cons	memi[con	NOUN
ijassa-411	105	5	]	]	PUNCT
ijassa-411	105	6	represents	represent	VERB
ijassa-411	105	7	the	the	DET
ijassa-411	105	8	processing	processing	NOUN
ijassa-411	105	9	and	and	CCONJ
ijassa-411	105	10	memory	memory	NOUN
ijassa-411	105	11	consumed	consume	VERB
ijassa-411	105	12	for	for	ADP
ijassa-411	105	13	the	the	DET
ijassa-411	105	14	corresponding	corresponding	ADJ
ijassa-411	105	15	ith	ith	ADJ
ijassa-411	105	16	request	request	NOUN
ijassa-411	105	17	.	.	PUNCT
ijassa-411	106	1	this	this	DET
ijassa-411	106	2	design	design	NOUN
ijassa-411	106	3	creates	create	VERB
ijassa-411	106	4	the	the	DET
ijassa-411	106	5	model	model	NOUN
ijassa-411	106	6	selfsufficient	selfsufficient	NOUN
ijassa-411	106	7	of	of	ADP
ijassa-411	106	8	quantity	quantity	NOUN
ijassa-411	106	9	of	of	ADP
ijassa-411	106	10	resources	resource	NOUN
ijassa-411	106	11	in	in	ADP
ijassa-411	106	12	each	each	DET
ijassa-411	106	13	cloud	cloud	ADJ
ijassa-411	106	14	instance	instance	NOUN
ijassa-411	106	15	and	and	CCONJ
ijassa-411	106	16	creates	create	VERB
ijassa-411	106	17	a	a	DET
ijassa-411	106	18	reliable	reliable	ADJ
ijassa-411	106	19	representation	representation	NOUN
ijassa-411	106	20	for	for	ADP
ijassa-411	106	21	all	all	DET
ijassa-411	106	22	cloud	cloud	ADJ
ijassa-411	106	23	instances	instance	NOUN
ijassa-411	106	24	.	.	PUNCT
ijassa-411	107	1	the	the	DET
ijassa-411	107	2	two	two	NUM
ijassa-411	107	3	parameters	parameter	NOUN
ijassa-411	107	4	,	,	PUNCT
ijassa-411	107	5	proci	proci	NOUN
ijassa-411	107	6	and	and	CCONJ
ijassa-411	107	7	memi	memi	NOUN
ijassa-411	107	8	show	show	VERB
ijassa-411	107	9	the	the	DET
ijassa-411	107	10	ratio	ratio	NOUN
ijassa-411	107	11	of	of	ADP
ijassa-411	107	12	resource	resource	NOUN
ijassa-411	107	13	utilization	utilization	NOUN
ijassa-411	107	14	for	for	ADP
ijassa-411	107	15	every	every	DET
ijassa-411	107	16	machine	machine	NOUN
ijassa-411	107	17	.	.	PUNCT
ijassa-411	108	1	the	the	DET
ijassa-411	108	2	two	two	NUM
ijassa-411	108	3	parameters	parameter	NOUN
ijassa-411	108	4	are	be	AUX
ijassa-411	108	5	evaluated	evaluate	VERB
ijassa-411	108	6	for	for	ADP
ijassa-411	108	7	every	every	DET
ijassa-411	108	8	request	request	NOUN
ijassa-411	108	9	and	and	CCONJ
ijassa-411	108	10	for	for	ADP
ijassa-411	108	11	every	every	DET
ijassa-411	108	12	clients	client	NOUN
ijassa-411	108	13	present	present	ADJ
ijassa-411	108	14	in	in	ADP
ijassa-411	108	15	the	the	DET
ijassa-411	108	16	cloud	cloud	NOUN
ijassa-411	108	17	.	.	PUNCT
ijassa-411	109	1	the	the	DET
ijassa-411	109	2	process	process	NOUN
ijassa-411	109	3	of	of	ADP
ijassa-411	109	4	scheduler	scheduler	NOUN
ijassa-411	109	5	-	-	PUNCT
ijassa-411	109	6	based	base	VERB
ijassa-411	109	7	optimal	optimal	ADJ
ijassa-411	109	8	resource	resource	NOUN
ijassa-411	109	9	allocation	allocation	NOUN
ijassa-411	109	10	in	in	ADP
ijassa-411	109	11	cloud	cloud	NOUN
ijassa-411	109	12	computing	computing	NOUN
ijassa-411	109	13	environment	environment	NOUN
ijassa-411	109	14	is	be	AUX
ijassa-411	109	15	performed	perform	VERB
ijassa-411	109	16	using	use	VERB
ijassa-411	109	17	(	(	PUNCT
ijassa-411	109	18	a	a	PRON
ijassa-411	109	19	)	)	PUNCT
ijassa-411	109	20	cloud	cloud	NOUN
ijassa-411	109	21	interface	interface	NOUN
ijassa-411	109	22	generation	generation	NOUN
ijassa-411	109	23	and	and	CCONJ
ijassa-411	109	24	(	(	PUNCT
ijassa-411	109	25	b	b	NOUN
ijassa-411	109	26	)	)	PUNCT
ijassa-411	109	27	allocating	allocate	VERB
ijassa-411	109	28	optimal	optimal	ADJ
ijassa-411	109	29	set	set	NOUN
ijassa-411	109	30	of	of	ADP
ijassa-411	109	31	resources	resource	NOUN
ijassa-411	109	32	which	which	PRON
ijassa-411	109	33	will	will	AUX
ijassa-411	109	34	be	be	AUX
ijassa-411	109	35	discussed	discuss	VERB
ijassa-411	109	36	in	in	ADP
ijassa-411	109	37	the	the	DET
ijassa-411	109	38	forthcoming	forthcoming	ADJ
ijassa-411	109	39	section	section	NOUN
ijassa-411	109	40	.	.	PUNCT
ijassa-411	110	1	4.3	4.3	NUM
ijassa-411	110	2	cloud	cloud	ADJ
ijassa-411	110	3	interface	interface	NOUN
ijassa-411	110	4	generation	generation	NOUN
ijassa-411	110	5	the	the	DET
ijassa-411	110	6	cloud	cloud	ADJ
ijassa-411	110	7	interface	interface	NOUN
ijassa-411	110	8	generation	generation	NOUN
ijassa-411	110	9	(	(	PUNCT
ijassa-411	110	10	cig	cig	PROPN
ijassa-411	110	11	)	)	PUNCT
ijassa-411	110	12	forms	form	VERB
ijassa-411	110	13	the	the	DET
ijassa-411	110	14	foremost	foremost	ADJ
ijassa-411	110	15	step	step	NOUN
ijassa-411	110	16	in	in	ADP
ijassa-411	110	17	schedulerbased	schedulerbase	VERB
ijassa-411	110	18	optimal	optimal	ADJ
ijassa-411	110	19	resource	resource	NOUN
ijassa-411	110	20	allocation	allocation	NOUN
ijassa-411	110	21	.	.	PUNCT
ijassa-411	111	1	the	the	DET
ijassa-411	111	2	cig	cig	PROPN
ijassa-411	111	3	generate	generate	NOUN
ijassa-411	111	4	,	,	PUNCT
ijassa-411	111	5	retrieve	retrieve	VERB
ijassa-411	111	6	and	and	CCONJ
ijassa-411	111	7	modify	modify	VERB
ijassa-411	111	8	the	the	DET
ijassa-411	111	9	advances	advance	NOUN
ijassa-411	111	10	in	in	ADP
ijassa-411	111	11	systems	system	NOUN
ijassa-411	111	12	science	science	NOUN
ijassa-411	111	13	and	and	CCONJ
ijassa-411	111	14	applications	application	NOUN
ijassa-411	111	15	(	(	PUNCT
ijassa-411	111	16	2014	2014	NUM
ijassa-411	111	17	)	)	PUNCT
ijassa-411	111	18	vol.14	vol.14	NOUN
ijassa-411	111	19	no.1	no.1	X
ijassa-411	111	20	91	91	NUM
ijassa-411	111	21	fig.3	fig.3	PROPN
ijassa-411	111	22	model	model	NOUN
ijassa-411	111	23	for	for	ADP
ijassa-411	111	24	scheduler	scheduler	NOUN
ijassa-411	111	25	-	-	PUNCT
ijassa-411	111	26	based	base	VERB
ijassa-411	111	27	cloud	cloud	NOUN
ijassa-411	111	28	interface	interface	NOUN
ijassa-411	111	29	generation	generation	NOUN
ijassa-411	111	30	data	datum	NOUN
ijassa-411	111	31	items	item	NOUN
ijassa-411	111	32	from	from	ADP
ijassa-411	111	33	the	the	DET
ijassa-411	111	34	cloud	cloud	NOUN
ijassa-411	111	35	instances	instance	NOUN
ijassa-411	111	36	.	.	PUNCT
ijassa-411	112	1	with	with	SCONJ
ijassa-411	112	2	the	the	DET
ijassa-411	112	3	interface	interface	NOUN
ijassa-411	112	4	generated	generate	VERB
ijassa-411	112	5	,	,	PUNCT
ijassa-411	112	6	the	the	DET
ijassa-411	112	7	clients	client	NOUN
ijassa-411	112	8	in	in	ADP
ijassa-411	112	9	the	the	DET
ijassa-411	112	10	clouds	cloud	NOUN
ijassa-411	112	11	derive	derive	VERB
ijassa-411	112	12	the	the	DET
ijassa-411	112	13	capability	capability	NOUN
ijassa-411	112	14	of	of	ADP
ijassa-411	112	15	the	the	DET
ijassa-411	112	16	cloud	cloud	NOUN
ijassa-411	112	17	to	to	PART
ijassa-411	112	18	manage	manage	VERB
ijassa-411	112	19	,	,	PUNCT
ijassa-411	112	20	link	link	NOUN
ijassa-411	112	21	and	and	CCONJ
ijassa-411	112	22	data	datum	NOUN
ijassa-411	112	23	placed	place	VERB
ijassa-411	112	24	in	in	ADP
ijassa-411	112	25	it	it	PRON
ijassa-411	112	26	.	.	PUNCT
ijassa-411	113	1	the	the	DET
ijassa-411	113	2	cloud	cloud	PROPN
ijassa-411	113	3	interface	interface	NOUN
ijassa-411	113	4	send	send	VERB
ijassa-411	113	5	and	and	CCONJ
ijassa-411	113	6	process	process	VERB
ijassa-411	113	7	the	the	DET
ijassa-411	113	8	data	data	NOUN
ijassa-411	113	9	items	item	NOUN
ijassa-411	113	10	through	through	ADP
ijassa-411	113	11	the	the	DET
ijassa-411	113	12	set	set	NOUN
ijassa-411	113	13	of	of	ADP
ijassa-411	113	14	cloud	cloud	NOUN
ijassa-411	113	15	instances	instance	NOUN
ijassa-411	113	16	.	.	PUNCT
ijassa-411	114	1	with	with	ADP
ijassa-411	114	2	the	the	DET
ijassa-411	114	3	cloud	cloud	NOUN
ijassa-411	114	4	instances	instance	NOUN
ijassa-411	114	5	,	,	PUNCT
ijassa-411	114	6	the	the	DET
ijassa-411	114	7	client	client	NOUN
ijassa-411	114	8	sent	send	VERB
ijassa-411	114	9	the	the	DET
ijassa-411	114	10	request	request	NOUN
ijassa-411	114	11	for	for	ADP
ijassa-411	114	12	resources	resource	NOUN
ijassa-411	114	13	.	.	PUNCT
ijassa-411	115	1	most	most	ADJ
ijassa-411	115	2	of	of	ADP
ijassa-411	115	3	the	the	DET
ijassa-411	115	4	existing	exist	VERB
ijassa-411	115	5	cloud	cloud	NOUN
ijassa-411	115	6	process	process	NOUN
ijassa-411	115	7	through	through	ADP
ijassa-411	115	8	these	these	DET
ijassa-411	115	9	interfaces	interface	NOUN
ijassa-411	115	10	.	.	PUNCT
ijassa-411	116	1	a	a	DET
ijassa-411	116	2	sample	sample	NOUN
ijassa-411	116	3	model	model	NOUN
ijassa-411	116	4	for	for	ADP
ijassa-411	116	5	the	the	DET
ijassa-411	116	6	cloud	cloud	NOUN
ijassa-411	116	7	interface	interface	NOUN
ijassa-411	116	8	generation	generation	NOUN
ijassa-411	116	9	using	use	VERB
ijassa-411	116	10	scheduler	scheduler	NOUN
ijassa-411	116	11	-	-	PUNCT
ijassa-411	116	12	based	base	VERB
ijassa-411	116	13	model	model	NOUN
ijassa-411	116	14	is	be	AUX
ijassa-411	116	15	shown	show	VERB
ijassa-411	116	16	below	below	ADP
ijassa-411	116	17	in	in	ADP
ijassa-411	116	18	fig.3	fig.3	PROPN
ijassa-411	116	19	.	.	PUNCT
ijassa-411	117	1	for	for	ADP
ijassa-411	117	2	the	the	DET
ijassa-411	117	3	purpose	purpose	NOUN
ijassa-411	117	4	of	of	ADP
ijassa-411	117	5	data	datum	NOUN
ijassa-411	117	6	storage	storage	NOUN
ijassa-411	117	7	operations	operation	NOUN
ijassa-411	117	8	,	,	PUNCT
ijassa-411	117	9	the	the	DET
ijassa-411	117	10	client	client	NOUN
ijassa-411	117	11	requires	require	VERB
ijassa-411	117	12	to	to	PART
ijassa-411	117	13	know	know	VERB
ijassa-411	117	14	only	only	ADV
ijassa-411	117	15	about	about	ADP
ijassa-411	117	16	the	the	DET
ijassa-411	117	17	link	link	NOUN
ijassa-411	117	18	objects	object	NOUN
ijassa-411	117	19	and	and	CCONJ
ijassa-411	117	20	data	datum	NOUN
ijassa-411	117	21	objects	object	NOUN
ijassa-411	117	22	.	.	PUNCT
ijassa-411	118	1	as	as	SCONJ
ijassa-411	118	2	illustrated	illustrate	VERB
ijassa-411	118	3	in	in	ADP
ijassa-411	118	4	fig.3	fig.3	PROPN
ijassa-411	118	5	,	,	PUNCT
ijassa-411	118	6	the	the	DET
ijassa-411	118	7	client	client	NOUN
ijassa-411	118	8	performs	perform	VERB
ijassa-411	118	9	a	a	DET
ijassa-411	118	10	put	put	NOUN
ijassa-411	118	11	to	to	ADP
ijassa-411	118	12	the	the	DET
ijassa-411	118	13	link	link	NOUN
ijassa-411	118	14	url	url	NOUN
ijassa-411	118	15	and	and	CCONJ
ijassa-411	118	16	creates	create	VERB
ijassa-411	118	17	a	a	DET
ijassa-411	118	18	new	new	ADJ
ijassa-411	118	19	link	link	NOUN
ijassa-411	118	20	with	with	ADP
ijassa-411	118	21	the	the	DET
ijassa-411	118	22	specified	specify	VERB
ijassa-411	118	23	name	name	NOUN
ijassa-411	118	24	.	.	PUNCT
ijassa-411	119	1	once	once	SCONJ
ijassa-411	119	2	the	the	DET
ijassa-411	119	3	link	link	NOUN
ijassa-411	119	4	for	for	ADP
ijassa-411	119	5	the	the	DET
ijassa-411	119	6	client	client	NOUN
ijassa-411	119	7	is	be	AUX
ijassa-411	119	8	created	create	VERB
ijassa-411	119	9	,	,	PUNCT
ijassa-411	119	10	the	the	DET
ijassa-411	119	11	scheduler	scheduler	NOUN
ijassa-411	119	12	does	do	VERB
ijassa-411	119	13	the	the	DET
ijassa-411	119	14	job	job	NOUN
ijassa-411	119	15	of	of	ADP
ijassa-411	119	16	scheduling	schedule	VERB
ijassa-411	119	17	the	the	DET
ijassa-411	119	18	processing	processing	NOUN
ijassa-411	119	19	and	and	CCONJ
ijassa-411	119	20	memory	memory	NOUN
ijassa-411	119	21	of	of	ADP
ijassa-411	119	22	the	the	DET
ijassa-411	119	23	respective	respective	ADJ
ijassa-411	119	24	client	client	NOUN
ijassa-411	119	25	and	and	CCONJ
ijassa-411	119	26	finally	finally	ADV
ijassa-411	119	27	performs	perform	VERB
ijassa-411	119	28	a	a	DET
ijassa-411	119	29	put	put	NOUN
ijassa-411	119	30	to	to	PART
ijassa-411	119	31	form	form	VERB
ijassa-411	119	32	a	a	DET
ijassa-411	119	33	new	new	ADJ
ijassa-411	119	34	data	datum	NOUN
ijassa-411	119	35	object	object	NOUN
ijassa-411	119	36	url	url	NOUN
ijassa-411	119	37	.	.	PUNCT
ijassa-411	120	1	the	the	DET
ijassa-411	120	2	subsequent	subsequent	ADJ
ijassa-411	120	3	get	get	NOUN
ijassa-411	120	4	then	then	ADV
ijassa-411	120	5	fetches	fetch	VERB
ijassa-411	120	6	the	the	DET
ijassa-411	120	7	actual	actual	ADJ
ijassa-411	120	8	data	datum	NOUN
ijassa-411	120	9	object	object	NOUN
ijassa-411	120	10	and	and	CCONJ
ijassa-411	120	11	its	its	PRON
ijassa-411	120	12	corresponding	correspond	VERB
ijassa-411	120	13	value	value	NOUN
ijassa-411	120	14	section	section	NOUN
ijassa-411	120	15	.	.	PUNCT
ijassa-411	121	1	4.4	4.4	NUM
ijassa-411	121	2	allocating	allocate	VERB
ijassa-411	121	3	optimal	optimal	ADJ
ijassa-411	121	4	set	set	NOUN
ijassa-411	121	5	of	of	ADP
ijassa-411	121	6	resources	resource	NOUN
ijassa-411	121	7	once	once	SCONJ
ijassa-411	121	8	the	the	DET
ijassa-411	121	9	cloud	cloud	NOUN
ijassa-411	121	10	interfaces	interface	NOUN
ijassa-411	121	11	has	have	AUX
ijassa-411	121	12	been	be	AUX
ijassa-411	121	13	generated	generate	VERB
ijassa-411	121	14	,	,	PUNCT
ijassa-411	121	15	the	the	DET
ijassa-411	121	16	clients	client	NOUN
ijassa-411	121	17	select	select	VERB
ijassa-411	121	18	the	the	DET
ijassa-411	121	19	cloud	cloud	NOUN
ijassa-411	121	20	instances	instance	NOUN
ijassa-411	121	21	from	from	ADP
ijassa-411	121	22	the	the	DET
ijassa-411	121	23	set	set	NOUN
ijassa-411	121	24	of	of	ADP
ijassa-411	121	25	cloud	cloud	ADJ
ijassa-411	121	26	instances	instance	NOUN
ijassa-411	121	27	available	available	ADJ
ijassa-411	121	28	in	in	ADP
ijassa-411	121	29	the	the	DET
ijassa-411	121	30	network	network	NOUN
ijassa-411	121	31	.	.	PUNCT
ijassa-411	122	1	next	next	ADV
ijassa-411	122	2	,	,	PUNCT
ijassa-411	122	3	the	the	DET
ijassa-411	122	4	optimal	optimal	ADJ
ijassa-411	122	5	resource	resource	NOUN
ijassa-411	122	6	allocation	allocation	NOUN
ijassa-411	122	7	is	be	AUX
ijassa-411	122	8	taken	take	VERB
ijassa-411	122	9	place	place	NOUN
ijassa-411	122	10	for	for	ADP
ijassa-411	122	11	each	each	DET
ijassa-411	122	12	client	client	NOUN
ijassa-411	122	13	who	who	PRON
ijassa-411	122	14	sends	send	VERB
ijassa-411	122	15	requests	request	NOUN
ijassa-411	122	16	to	to	ADP
ijassa-411	122	17	the	the	DET
ijassa-411	122	18	scheduler	scheduler	NOUN
ijassa-411	122	19	as	as	ADP
ijassa-411	122	20	illustrated	illustrate	VERB
ijassa-411	122	21	in	in	ADP
ijassa-411	122	22	fig.4	fig.4	PROPN
ijassa-411	122	23	.	.	PUNCT
ijassa-411	123	1	the	the	DET
ijassa-411	123	2	scheduler	scheduler	NOUN
ijassa-411	123	3	allocates	allocate	VERB
ijassa-411	123	4	the	the	DET
ijassa-411	123	5	resources	resource	NOUN
ijassa-411	123	6	based	base	VERB
ijassa-411	123	7	on	on	ADP
ijassa-411	123	8	the	the	DET
ijassa-411	123	9	resource	resource	NOUN
ijassa-411	123	10	availability	availability	NOUN
ijassa-411	123	11	.	.	PUNCT
ijassa-411	124	1	the	the	DET
ijassa-411	124	2	optimal	optimal	ADJ
ijassa-411	124	3	resource	resource	NOUN
ijassa-411	124	4	allocation	allocation	NOUN
ijassa-411	124	5	is	be	AUX
ijassa-411	124	6	done	do	VERB
ijassa-411	124	7	based	base	VERB
ijassa-411	124	8	on	on	ADP
ijassa-411	124	9	the	the	DET
ijassa-411	124	10	process	process	NOUN
ijassa-411	124	11	of	of	ADP
ijassa-411	124	12	data	datum	NOUN
ijassa-411	124	13	exchange	exchange	NOUN
ijassa-411	124	14	between	between	ADP
ijassa-411	124	15	the	the	DET
ijassa-411	124	16	available	available	ADJ
ijassa-411	124	17	cloud	cloud	NOUN
ijassa-411	124	18	instances	instance	NOUN
ijassa-411	124	19	and	and	CCONJ
ijassa-411	124	20	assigning	assign	VERB
ijassa-411	124	21	/	/	SYM
ijassa-411	124	22	releasing	release	VERB
ijassa-411	124	23	the	the	DET
ijassa-411	124	24	resources	resource	NOUN
ijassa-411	124	25	based	base	VERB
ijassa-411	124	26	on	on	ADP
ijassa-411	124	27	the	the	DET
ijassa-411	124	28	users	user	NOUN
ijassa-411	124	29	tasks	task	NOUN
ijassa-411	124	30	.	.	PUNCT
ijassa-411	125	1	the	the	DET
ijassa-411	125	2	processes	process	NOUN
ijassa-411	125	3	is	be	AUX
ijassa-411	125	4	based	base	VERB
ijassa-411	125	5	on	on	ADP
ijassa-411	125	6	two	two	NUM
ijassa-411	125	7	steps	step	NOUN
ijassa-411	125	8	,	,	PUNCT
ijassa-411	125	9	one	one	NUM
ijassa-411	125	10	is	be	AUX
ijassa-411	125	11	task	task	NOUN
ijassa-411	125	12	92	92	NUM
ijassa-411	125	13	r.	r.	PROPN
ijassa-411	125	14	a.	a.	PROPN
ijassa-411	125	15	karthika	karthika	PROPN
ijassa-411	125	16	:	:	PUNCT
ijassa-411	125	17	optimized	optimize	VERB
ijassa-411	125	18	resource	resource	NOUN
ijassa-411	125	19	-	-	PUNCT
ijassa-411	125	20	to	to	ADP
ijassa-411	125	21	-	-	PUNCT
ijassa-411	125	22	task	task	NOUN
ijassa-411	125	23	scheduler	scheduler	NOUN
ijassa-411	125	24	for	for	ADP
ijassa-411	125	25	cloud	cloud	NOUN
ijassa-411	125	26	service	service	NOUN
ijassa-411	125	27	selection	selection	NOUN
ijassa-411	125	28	and	and	CCONJ
ijassa-411	125	29	node	node	ADJ
ijassa-411	125	30	selection	selection	NOUN
ijassa-411	125	31	.	.	PUNCT
ijassa-411	126	1	for	for	ADP
ijassa-411	126	2	the	the	DET
ijassa-411	126	3	optimal	optimal	ADJ
ijassa-411	126	4	set	set	NOUN
ijassa-411	126	5	of	of	ADP
ijassa-411	126	6	allocating	allocate	VERB
ijassa-411	126	7	resources	resource	NOUN
ijassa-411	126	8	,	,	PUNCT
ijassa-411	126	9	the	the	DET
ijassa-411	126	10	scheduler	scheduler	NOUN
ijassa-411	126	11	maintains	maintain	VERB
ijassa-411	126	12	resource	resource	NOUN
ijassa-411	126	13	pool	pool	NOUN
ijassa-411	126	14	and	and	CCONJ
ijassa-411	126	15	task	task	NOUN
ijassa-411	126	16	pool	pool	NOUN
ijassa-411	126	17	.	.	PUNCT
ijassa-411	127	1	the	the	DET
ijassa-411	127	2	resource	resource	NOUN
ijassa-411	127	3	pool	pool	NOUN
ijassa-411	127	4	consists	consist	VERB
ijassa-411	127	5	of	of	ADP
ijassa-411	127	6	set	set	NOUN
ijassa-411	127	7	of	of	ADP
ijassa-411	127	8	freed	free	VERB
ijassa-411	127	9	resources	resource	NOUN
ijassa-411	127	10	and	and	CCONJ
ijassa-411	127	11	the	the	DET
ijassa-411	127	12	task	task	NOUN
ijassa-411	127	13	pool	pool	NOUN
ijassa-411	127	14	consists	consist	VERB
ijassa-411	127	15	of	of	ADP
ijassa-411	127	16	set	set	NOUN
ijassa-411	127	17	of	of	ADP
ijassa-411	127	18	tasks	task	NOUN
ijassa-411	127	19	which	which	PRON
ijassa-411	127	20	are	be	AUX
ijassa-411	127	21	not	not	PART
ijassa-411	127	22	assigned	assign	VERB
ijassa-411	127	23	to	to	ADP
ijassa-411	127	24	any	any	DET
ijassa-411	127	25	resources	resource	NOUN
ijassa-411	127	26	.	.	PUNCT
ijassa-411	128	1	at	at	ADP
ijassa-411	128	2	first	first	ADV
ijassa-411	128	3	,	,	PUNCT
ijassa-411	128	4	the	the	DET
ijassa-411	128	5	scheduler	scheduler	NOUN
ijassa-411	128	6	checks	check	VERB
ijassa-411	128	7	these	these	DET
ijassa-411	128	8	two	two	NUM
ijassa-411	128	9	pools	pool	NOUN
ijassa-411	128	10	before	before	ADP
ijassa-411	128	11	assignment	assignment	NOUN
ijassa-411	128	12	of	of	ADP
ijassa-411	128	13	resources	resource	NOUN
ijassa-411	128	14	.	.	PUNCT
ijassa-411	129	1	the	the	DET
ijassa-411	129	2	scheduler	scheduler	NOUN
ijassa-411	129	3	identifies	identify	VERB
ijassa-411	129	4	the	the	DET
ijassa-411	129	5	rate	rate	NOUN
ijassa-411	129	6	of	of	ADP
ijassa-411	129	7	resource	resource	NOUN
ijassa-411	129	8	utilization	utilization	NOUN
ijassa-411	129	9	and	and	CCONJ
ijassa-411	129	10	further	far	ADV
ijassa-411	129	11	identifies	identify	VERB
ijassa-411	129	12	the	the	DET
ijassa-411	129	13	task	task	NOUN
ijassa-411	129	14	which	which	PRON
ijassa-411	129	15	is	be	AUX
ijassa-411	129	16	to	to	PART
ijassa-411	129	17	be	be	AUX
ijassa-411	129	18	performed	perform	VERB
ijassa-411	129	19	.	.	PUNCT
ijassa-411	130	1	once	once	SCONJ
ijassa-411	130	2	the	the	DET
ijassa-411	130	3	resource	resource	NOUN
ijassa-411	130	4	from	from	ADP
ijassa-411	130	5	the	the	DET
ijassa-411	130	6	resource	resource	NOUN
ijassa-411	130	7	pool	pool	NOUN
ijassa-411	130	8	is	be	AUX
ijassa-411	130	9	selected	select	VERB
ijassa-411	130	10	,	,	PUNCT
ijassa-411	130	11	the	the	DET
ijassa-411	130	12	particular	particular	ADJ
ijassa-411	130	13	resource	resource	NOUN
ijassa-411	130	14	is	be	AUX
ijassa-411	130	15	locked	lock	VERB
ijassa-411	130	16	by	by	ADP
ijassa-411	130	17	the	the	DET
ijassa-411	130	18	scheduler	scheduler	NOUN
ijassa-411	130	19	and	and	CCONJ
ijassa-411	130	20	it	it	PRON
ijassa-411	130	21	can	can	AUX
ijassa-411	130	22	not	not	PART
ijassa-411	130	23	be	be	AUX
ijassa-411	130	24	assigned	assign	VERB
ijassa-411	130	25	to	to	ADP
ijassa-411	130	26	any	any	DET
ijassa-411	130	27	other	other	ADJ
ijassa-411	130	28	tasks	task	NOUN
ijassa-411	130	29	requested	request	VERB
ijassa-411	130	30	by	by	ADP
ijassa-411	130	31	the	the	DET
ijassa-411	130	32	clients	client	NOUN
ijassa-411	130	33	.	.	PUNCT
ijassa-411	131	1	once	once	ADV
ijassa-411	131	2	the	the	DET
ijassa-411	131	3	resource	resource	NOUN
ijassa-411	131	4	is	be	AUX
ijassa-411	131	5	locked	lock	VERB
ijassa-411	131	6	,	,	PUNCT
ijassa-411	131	7	the	the	DET
ijassa-411	131	8	corresponding	correspond	VERB
ijassa-411	131	9	node	node	NOUN
ijassa-411	131	10	which	which	PRON
ijassa-411	131	11	holds	hold	VERB
ijassa-411	131	12	its	its	PRON
ijassa-411	131	13	task	task	NOUN
ijassa-411	131	14	is	be	AUX
ijassa-411	131	15	ready	ready	ADJ
ijassa-411	131	16	to	to	PART
ijassa-411	131	17	send	send	VERB
ijassa-411	131	18	the	the	DET
ijassa-411	131	19	task	task	NOUN
ijassa-411	131	20	to	to	ADP
ijassa-411	131	21	finish	finish	NOUN
ijassa-411	131	22	.	.	PUNCT
ijassa-411	132	1	once	once	SCONJ
ijassa-411	132	2	the	the	DET
ijassa-411	132	3	task	task	NOUN
ijassa-411	132	4	is	be	AUX
ijassa-411	132	5	received	receive	VERB
ijassa-411	132	6	by	by	ADP
ijassa-411	132	7	the	the	DET
ijassa-411	132	8	node	node	NOUN
ijassa-411	132	9	,	,	PUNCT
ijassa-411	132	10	the	the	DET
ijassa-411	132	11	resource	resource	NOUN
ijassa-411	132	12	starts	start	VERB
ijassa-411	132	13	its	its	PRON
ijassa-411	132	14	process	process	NOUN
ijassa-411	132	15	to	to	PART
ijassa-411	132	16	accomplish	accomplish	VERB
ijassa-411	132	17	the	the	DET
ijassa-411	132	18	task	task	NOUN
ijassa-411	132	19	.	.	PUNCT
ijassa-411	133	1	fig.4	fig.4	ADJ
ijassa-411	133	2	scheduler	scheduler	NOUN
ijassa-411	133	3	-	-	PUNCT
ijassa-411	133	4	based	base	VERB
ijassa-411	133	5	optimal	optimal	ADJ
ijassa-411	133	6	resource	resource	NOUN
ijassa-411	133	7	utilization	utilization	NOUN
ijassa-411	133	8	using	use	VERB
ijassa-411	133	9	improvised	improvise	VERB
ijassa-411	133	10	dispatcher	dispatcher	ADJ
ijassa-411	133	11	algorithm	algorithm	NOUN
ijassa-411	133	12	for	for	ADP
ijassa-411	133	13	distributed	distribute	VERB
ijassa-411	133	14	hierarchical	hierarchical	ADJ
ijassa-411	133	15	peer	peer	NOUN
ijassa-411	133	16	networks	network	NOUN
ijassa-411	133	17	if	if	SCONJ
ijassa-411	133	18	any	any	DET
ijassa-411	133	19	new	new	ADJ
ijassa-411	133	20	task	task	NOUN
ijassa-411	133	21	enters	enter	VERB
ijassa-411	133	22	into	into	ADP
ijassa-411	133	23	the	the	DET
ijassa-411	133	24	network	network	NOUN
ijassa-411	133	25	,	,	PUNCT
ijassa-411	133	26	the	the	DET
ijassa-411	133	27	scheduler	scheduler	NOUN
ijassa-411	133	28	checks	check	VERB
ijassa-411	133	29	the	the	DET
ijassa-411	133	30	status	status	NOUN
ijassa-411	133	31	of	of	ADP
ijassa-411	133	32	the	the	DET
ijassa-411	133	33	task	task	NOUN
ijassa-411	133	34	.	.	PUNCT
ijassa-411	134	1	if	if	SCONJ
ijassa-411	134	2	the	the	DET
ijassa-411	134	3	task	task	NOUN
ijassa-411	134	4	is	be	AUX
ijassa-411	134	5	unassigned	unassigne	VERB
ijassa-411	134	6	,	,	PUNCT
ijassa-411	134	7	the	the	DET
ijassa-411	134	8	scheduler	scheduler	NOUN
ijassa-411	134	9	determines	determine	VERB
ijassa-411	134	10	the	the	DET
ijassa-411	134	11	resource	resource	NOUN
ijassa-411	134	12	requirements	requirement	NOUN
ijassa-411	134	13	of	of	ADP
ijassa-411	134	14	the	the	DET
ijassa-411	134	15	corresponding	corresponding	ADJ
ijassa-411	134	16	task	task	NOUN
ijassa-411	134	17	and	and	CCONJ
ijassa-411	134	18	further	further	ADJ
ijassa-411	134	19	assigns	assign	NOUN
ijassa-411	134	20	it	it	PRON
ijassa-411	134	21	.	.	PUNCT
ijassa-411	135	1	based	base	VERB
ijassa-411	135	2	on	on	ADP
ijassa-411	135	3	the	the	DET
ijassa-411	135	4	utilization	utilization	NOUN
ijassa-411	135	5	of	of	ADP
ijassa-411	135	6	resources	resource	NOUN
ijassa-411	135	7	and	and	CCONJ
ijassa-411	135	8	task	task	NOUN
ijassa-411	135	9	,	,	PUNCT
ijassa-411	135	10	the	the	DET
ijassa-411	135	11	nodes	node	NOUN
ijassa-411	135	12	will	will	AUX
ijassa-411	135	13	adjust	adjust	VERB
ijassa-411	135	14	its	its	PRON
ijassa-411	135	15	corresponding	corresponding	ADJ
ijassa-411	135	16	resource	resource	NOUN
ijassa-411	135	17	allocation	allocation	NOUN
ijassa-411	135	18	advances	advance	NOUN
ijassa-411	135	19	in	in	ADP
ijassa-411	135	20	systems	system	NOUN
ijassa-411	135	21	science	science	NOUN
ijassa-411	135	22	and	and	CCONJ
ijassa-411	135	23	applications	application	NOUN
ijassa-411	135	24	(	(	PUNCT
ijassa-411	135	25	2014	2014	NUM
ijassa-411	135	26	)	)	PUNCT
ijassa-411	135	27	vol.14	vol.14	NOUN
ijassa-411	135	28	no.1	no.1	X
ijassa-411	135	29	93	93	NUM
ijassa-411	135	30	processes	process	NOUN
ijassa-411	135	31	.	.	PUNCT
ijassa-411	136	1	the	the	DET
ijassa-411	136	2	performance	performance	NOUN
ijassa-411	136	3	of	of	ADP
ijassa-411	136	4	the	the	DET
ijassa-411	136	5	scheduler	scheduler	NOUN
ijassa-411	136	6	-	-	PUNCT
ijassa-411	136	7	based	base	VERB
ijassa-411	136	8	optimal	optimal	ADJ
ijassa-411	136	9	resource	resource	NOUN
ijassa-411	136	10	allocation	allocation	NOUN
ijassa-411	136	11	is	be	AUX
ijassa-411	136	12	analyzed	analyze	VERB
ijassa-411	136	13	in	in	ADP
ijassa-411	136	14	the	the	DET
ijassa-411	136	15	forthcoming	forthcoming	ADJ
ijassa-411	136	16	section	section	NOUN
ijassa-411	136	17	.	.	PUNCT
ijassa-411	137	1	5	5	NUM
ijassa-411	137	2	experimental	experimental	ADJ
ijassa-411	137	3	evaluation	evaluation	NOUN
ijassa-411	137	4	the	the	DET
ijassa-411	137	5	scheduler	scheduler	NOUN
ijassa-411	137	6	-	-	PUNCT
ijassa-411	137	7	based	base	VERB
ijassa-411	137	8	optimal	optimal	ADJ
ijassa-411	137	9	resource	resource	NOUN
ijassa-411	137	10	allocation	allocation	NOUN
ijassa-411	137	11	(	(	PUNCT
ijassa-411	137	12	s	s	NOUN
ijassa-411	137	13	-	-	PUNCT
ijassa-411	137	14	ora	ora	NOUN
ijassa-411	137	15	)	)	PUNCT
ijassa-411	137	16	for	for	ADP
ijassa-411	137	17	hp2p	hp2p	PROPN
ijassa-411	137	18	networks	network	NOUN
ijassa-411	137	19	with	with	ADP
ijassa-411	137	20	efficient	efficient	ADJ
ijassa-411	137	21	data	datum	NOUN
ijassa-411	137	22	exchange	exchange	NOUN
ijassa-411	137	23	among	among	ADP
ijassa-411	137	24	cloud	cloud	ADJ
ijassa-411	137	25	instances	instance	NOUN
ijassa-411	137	26	are	be	AUX
ijassa-411	137	27	implemented	implement	VERB
ijassa-411	137	28	in	in	ADP
ijassa-411	137	29	java	java	NOUN
ijassa-411	137	30	using	use	VERB
ijassa-411	137	31	amazon	amazon	PROPN
ijassa-411	137	32	ec2	ec2	PROPN
ijassa-411	137	33	a	a	DET
ijassa-411	137	34	web	web	NOUN
ijassa-411	137	35	service	service	NOUN
ijassa-411	137	36	that	that	PRON
ijassa-411	137	37	provides	provide	VERB
ijassa-411	137	38	resizable	resizable	ADJ
ijassa-411	137	39	computing	computing	NOUN
ijassa-411	137	40	capacity	capacity	NOUN
ijassa-411	137	41	in	in	ADP
ijassa-411	137	42	cloud	cloud	NOUN
ijassa-411	137	43	.	.	PUNCT
ijassa-411	138	1	the	the	DET
ijassa-411	138	2	s	s	PROPN
ijassa-411	138	3	-	-	PUNCT
ijassa-411	138	4	ora	ora	NOUN
ijassa-411	138	5	uses	use	VERB
ijassa-411	138	6	the	the	DET
ijassa-411	138	7	amazon	amazon	PROPN
ijassa-411	138	8	ec2	ec2	PROPN
ijassa-411	138	9	’s	’s	PART
ijassa-411	138	10	simple	simple	NOUN
ijassa-411	138	11	to	to	PART
ijassa-411	138	12	use	use	VERB
ijassa-411	138	13	web	web	NOUN
ijassa-411	138	14	service	service	NOUN
ijassa-411	138	15	interface	interface	NOUN
ijassa-411	138	16	to	to	PART
ijassa-411	138	17	obtain	obtain	VERB
ijassa-411	138	18	and	and	CCONJ
ijassa-411	138	19	configure	configure	NOUN
ijassa-411	138	20	that	that	PRON
ijassa-411	138	21	reduces	reduce	VERB
ijassa-411	138	22	the	the	DET
ijassa-411	138	23	time	time	NOUN
ijassa-411	138	24	taken	take	VERB
ijassa-411	138	25	to	to	PART
ijassa-411	138	26	obtain	obtain	VERB
ijassa-411	138	27	and	and	CCONJ
ijassa-411	138	28	boot	boot	VERB
ijassa-411	138	29	new	new	ADJ
ijassa-411	138	30	server	server	NOUN
ijassa-411	138	31	instances	instance	NOUN
ijassa-411	138	32	to	to	PART
ijassa-411	138	33	minute	minute	VERB
ijassa-411	138	34	.	.	PUNCT
ijassa-411	139	1	the	the	DET
ijassa-411	139	2	performance	performance	NOUN
ijassa-411	139	3	evaluation	evaluation	NOUN
ijassa-411	139	4	tests	test	NOUN
ijassa-411	139	5	aimed	aim	VERB
ijassa-411	139	6	at	at	ADP
ijassa-411	139	7	comparing	compare	VERB
ijassa-411	139	8	the	the	DET
ijassa-411	139	9	direct	direct	ADJ
ijassa-411	139	10	invocation	invocation	NOUN
ijassa-411	139	11	for	for	ADP
ijassa-411	139	12	cloud	cloud	NOUN
ijassa-411	139	13	computing	computing	NOUN
ijassa-411	139	14	services	service	NOUN
ijassa-411	139	15	using	use	VERB
ijassa-411	139	16	hierarchical	hierarchical	ADJ
ijassa-411	139	17	distribution	distribution	NOUN
ijassa-411	139	18	process	process	NOUN
ijassa-411	139	19	with	with	ADP
ijassa-411	139	20	challenging	challenging	ADJ
ijassa-411	139	21	interactions	interaction	NOUN
ijassa-411	139	22	through	through	ADP
ijassa-411	139	23	traditional	traditional	ADJ
ijassa-411	139	24	scientific	scientific	ADJ
ijassa-411	139	25	computing	computing	NOUN
ijassa-411	139	26	.	.	PUNCT
ijassa-411	140	1	the	the	DET
ijassa-411	140	2	cloud	cloud	NOUN
ijassa-411	140	3	computing	computing	NOUN
ijassa-411	140	4	services	service	NOUN
ijassa-411	140	5	at	at	ADP
ijassa-411	140	6	first	first	ADV
ijassa-411	140	7	recognizes	recognize	VERB
ijassa-411	140	8	the	the	DET
ijassa-411	140	9	source	source	NOUN
ijassa-411	140	10	and	and	CCONJ
ijassa-411	140	11	destination	destination	NOUN
ijassa-411	140	12	node	node	NOUN
ijassa-411	140	13	for	for	ADP
ijassa-411	140	14	data	datum	NOUN
ijassa-411	140	15	transfer	transfer	NOUN
ijassa-411	140	16	from	from	ADP
ijassa-411	140	17	one	one	NUM
ijassa-411	140	18	cloud	cloud	ADJ
ijassa-411	140	19	instance	instance	NOUN
ijassa-411	140	20	to	to	ADP
ijassa-411	140	21	the	the	DET
ijassa-411	140	22	other	other	ADJ
ijassa-411	140	23	.	.	PUNCT
ijassa-411	141	1	the	the	DET
ijassa-411	141	2	source	source	NOUN
ijassa-411	141	3	nodes	node	NOUN
ijassa-411	141	4	effectively	effectively	ADV
ijassa-411	141	5	chose	choose	VERB
ijassa-411	141	6	the	the	DET
ijassa-411	141	7	destination	destination	NOUN
ijassa-411	141	8	node	node	NOUN
ijassa-411	141	9	based	base	VERB
ijassa-411	141	10	on	on	ADP
ijassa-411	141	11	hierarchical	hierarchical	ADJ
ijassa-411	141	12	distribution	distribution	NOUN
ijassa-411	141	13	process	process	NOUN
ijassa-411	141	14	.	.	PUNCT
ijassa-411	142	1	so	so	ADV
ijassa-411	142	2	,	,	PUNCT
ijassa-411	142	3	the	the	DET
ijassa-411	142	4	data	data	NOUN
ijassa-411	142	5	transfer	transfer	NOUN
ijassa-411	142	6	is	be	AUX
ijassa-411	142	7	successfully	successfully	ADV
ijassa-411	142	8	performed	perform	VERB
ijassa-411	142	9	in	in	ADP
ijassa-411	142	10	cloud	cloud	NOUN
ijassa-411	142	11	computing	compute	VERB
ijassa-411	142	12	environment	environment	NOUN
ijassa-411	142	13	with	with	ADP
ijassa-411	142	14	amazon	amazon	PROPN
ijassa-411	142	15	relational	relational	ADJ
ijassa-411	142	16	database	database	NOUN
ijassa-411	142	17	service	service	NOUN
ijassa-411	142	18	.	.	PUNCT
ijassa-411	143	1	then	then	ADV
ijassa-411	143	2	the	the	DET
ijassa-411	143	3	fitness	fitness	NOUN
ijassa-411	143	4	of	of	ADP
ijassa-411	143	5	commercial	commercial	ADJ
ijassa-411	143	6	cloud	cloud	NOUN
ijassa-411	143	7	service	service	NOUN
ijassa-411	143	8	to	to	ADP
ijassa-411	143	9	hierarchical	hierarchical	ADJ
ijassa-411	143	10	data	datum	NOUN
ijassa-411	143	11	exchange	exchange	NOUN
ijassa-411	143	12	between	between	ADP
ijassa-411	143	13	multiple	multiple	ADJ
ijassa-411	143	14	cloud	cloud	ADJ
ijassa-411	143	15	instances	instance	NOUN
ijassa-411	143	16	is	be	AUX
ijassa-411	143	17	measured	measure	VERB
ijassa-411	143	18	.	.	PUNCT
ijassa-411	144	1	presenting	present	VERB
ijassa-411	144	2	an	an	DET
ijassa-411	144	3	efficient	efficient	ADJ
ijassa-411	144	4	commercial	commercial	ADJ
ijassa-411	144	5	cloud	cloud	NOUN
ijassa-411	144	6	structure	structure	NOUN
ijassa-411	144	7	for	for	ADP
ijassa-411	144	8	service	service	NOUN
ijassa-411	144	9	provider	provider	NOUN
ijassa-411	144	10	with	with	ADP
ijassa-411	144	11	optimal	optimal	ADJ
ijassa-411	144	12	resource	resource	NOUN
ijassa-411	144	13	utilization	utilization	NOUN
ijassa-411	144	14	and	and	CCONJ
ijassa-411	144	15	fast	fast	ADJ
ijassa-411	144	16	and	and	CCONJ
ijassa-411	144	17	accurate	accurate	ADJ
ijassa-411	144	18	data	data	NOUN
ijassa-411	144	19	exchange	exchange	NOUN
ijassa-411	144	20	between	between	ADP
ijassa-411	144	21	the	the	DET
ijassa-411	144	22	cloud	cloud	NOUN
ijassa-411	144	23	service	service	NOUN
ijassa-411	144	24	users	user	NOUN
ijassa-411	144	25	.	.	PUNCT
ijassa-411	145	1	the	the	DET
ijassa-411	145	2	performance	performance	NOUN
ijassa-411	145	3	of	of	ADP
ijassa-411	145	4	scheduler	scheduler	NOUN
ijassa-411	145	5	-	-	PUNCT
ijassa-411	145	6	based	base	VERB
ijassa-411	145	7	optimal	optimal	ADJ
ijassa-411	145	8	resource	resource	NOUN
ijassa-411	145	9	allocation	allocation	NOUN
ijassa-411	145	10	is	be	AUX
ijassa-411	145	11	evaluated	evaluate	VERB
ijassa-411	145	12	by	by	ADP
ijassa-411	145	13	,	,	PUNCT
ijassa-411	145	14	number	number	NOUN
ijassa-411	145	15	of	of	ADP
ijassa-411	145	16	rejected	reject	VERB
ijassa-411	145	17	requests	request	NOUN
ijassa-411	145	18	,	,	PUNCT
ijassa-411	145	19	time	time	NOUN
ijassa-411	145	20	consumption	consumption	NOUN
ijassa-411	145	21	to	to	PART
ijassa-411	145	22	exchange	exchange	VERB
ijassa-411	145	23	data	datum	NOUN
ijassa-411	145	24	between	between	ADP
ijassa-411	145	25	cloud	cloud	NOUN
ijassa-411	145	26	instances	instance	NOUN
ijassa-411	145	27	and	and	CCONJ
ijassa-411	145	28	resource	resource	NOUN
ijassa-411	145	29	utilization	utilization	NOUN
ijassa-411	145	30	by	by	ADP
ijassa-411	145	31	clients	client	NOUN
ijassa-411	145	32	from	from	ADP
ijassa-411	145	33	different	different	ADJ
ijassa-411	145	34	cloud	cloud	NOUN
ijassa-411	145	35	instances	instance	NOUN
ijassa-411	145	36	.	.	PUNCT
ijassa-411	146	1	in	in	ADP
ijassa-411	146	2	this	this	DET
ijassa-411	146	3	section	section	NOUN
ijassa-411	146	4	the	the	DET
ijassa-411	146	5	experimental	experimental	ADJ
ijassa-411	146	6	setup	setup	NOUN
ijassa-411	146	7	for	for	ADP
ijassa-411	146	8	designing	design	VERB
ijassa-411	146	9	s	s	NOUN
ijassa-411	146	10	-	-	PUNCT
ijassa-411	146	11	ora	ora	INTJ
ijassa-411	146	12	that	that	PRON
ijassa-411	146	13	is	be	AUX
ijassa-411	146	14	used	use	VERB
ijassa-411	146	15	in	in	ADP
ijassa-411	146	16	our	our	PRON
ijassa-411	146	17	experiments	experiment	NOUN
ijassa-411	146	18	is	be	AUX
ijassa-411	146	19	explained	explain	VERB
ijassa-411	146	20	.	.	PUNCT
ijassa-411	147	1	the	the	DET
ijassa-411	147	2	experiments	experiment	NOUN
ijassa-411	147	3	were	be	AUX
ijassa-411	147	4	conducted	conduct	VERB
ijassa-411	147	5	on	on	ADP
ijassa-411	147	6	amazon	amazon	NOUN
ijassa-411	147	7	’s	’s	PART
ijassa-411	147	8	ec2	ec2	PROPN
ijassa-411	147	9	infrastructure	infrastructure	NOUN
ijassa-411	147	10	due	due	ADP
ijassa-411	147	11	to	to	ADP
ijassa-411	147	12	the	the	DET
ijassa-411	147	13	popularity	popularity	NOUN
ijassa-411	147	14	,	,	PUNCT
ijassa-411	147	15	feature	feature	NOUN
ijassa-411	147	16	rich	rich	ADJ
ijassa-411	147	17	,	,	PUNCT
ijassa-411	147	18	and	and	CCONJ
ijassa-411	147	19	stable	stable	ADJ
ijassa-411	147	20	commercial	commercial	ADJ
ijassa-411	147	21	cloud	cloud	NOUN
ijassa-411	147	22	available	available	ADJ
ijassa-411	147	23	.	.	PUNCT
ijassa-411	148	1	it	it	PRON
ijassa-411	148	2	offers	offer	VERB
ijassa-411	148	3	distinct	distinct	ADJ
ijassa-411	148	4	resource	resource	NOUN
ijassa-411	148	5	configurations	configuration	NOUN
ijassa-411	148	6	for	for	ADP
ijassa-411	148	7	virtual	virtual	ADJ
ijassa-411	148	8	machine	machine	NOUN
ijassa-411	148	9	instances	instance	NOUN
ijassa-411	148	10	.	.	PUNCT
ijassa-411	149	1	amazon	amazon	PROPN
ijassa-411	149	2	ec2	ec2	PROPN
ijassa-411	149	3	’s	’s	PART
ijassa-411	149	4	interface	interface	NOUN
ijassa-411	149	5	minimizes	minimize	VERB
ijassa-411	149	6	the	the	DET
ijassa-411	149	7	time	time	NOUN
ijassa-411	149	8	required	require	VERB
ijassa-411	149	9	for	for	ADP
ijassa-411	149	10	various	various	ADJ
ijassa-411	149	11	instances	instance	NOUN
ijassa-411	149	12	according	accord	VERB
ijassa-411	149	13	to	to	ADP
ijassa-411	149	14	the	the	DET
ijassa-411	149	15	changes	change	NOUN
ijassa-411	149	16	observed	observe	VERB
ijassa-411	149	17	in	in	ADP
ijassa-411	149	18	computing	computing	NOUN
ijassa-411	149	19	requirements	requirement	NOUN
ijassa-411	149	20	.	.	PUNCT
ijassa-411	150	1	s	s	X
ijassa-411	150	2	-	-	PUNCT
ijassa-411	150	3	ora	ora	NOUN
ijassa-411	150	4	experiments	experiment	NOUN
ijassa-411	150	5	with	with	ADP
ijassa-411	150	6	c1.medium	c1.medium	NOUN
ijassa-411	150	7	,	,	PUNCT
ijassa-411	150	8	a	a	DET
ijassa-411	150	9	compute	compute	NOUN
ijassa-411	150	10	optimized	optimize	VERB
ijassa-411	150	11	instance	instance	NOUN
ijassa-411	150	12	type	type	NOUN
ijassa-411	150	13	,	,	PUNCT
ijassa-411	150	14	a	a	DET
ijassa-411	150	15	32	32	NUM
ijassa-411	150	16	-	-	PUNCT
ijassa-411	150	17	bit	bit	NOUN
ijassa-411	150	18	processor	processor	NOUN
ijassa-411	150	19	,	,	PUNCT
ijassa-411	150	20	1.7	1.7	NUM
ijassa-411	150	21	gb	gb	NOUN
ijassa-411	150	22	ram	ram	NOUN
ijassa-411	150	23	and	and	CCONJ
ijassa-411	150	24	350	350	NUM
ijassa-411	150	25	gb	gb	NOUN
ijassa-411	150	26	local	local	ADJ
ijassa-411	150	27	disk	disk	NOUN
ijassa-411	150	28	storage	storage	NOUN
ijassa-411	150	29	.	.	PUNCT
ijassa-411	151	1	6	6	NUM
ijassa-411	151	2	results	result	NOUN
ijassa-411	151	3	and	and	CCONJ
ijassa-411	151	4	discussion	discussion	NOUN
ijassa-411	151	5	in	in	ADP
ijassa-411	151	6	s	s	NOUN
ijassa-411	151	7	-	-	PUNCT
ijassa-411	151	8	ora	ora	ADJ
ijassa-411	151	9	,	,	PUNCT
ijassa-411	151	10	hp2p	hp2p	PROPN
ijassa-411	151	11	networks	network	NOUN
ijassa-411	151	12	are	be	AUX
ijassa-411	151	13	designed	design	VERB
ijassa-411	151	14	for	for	ADP
ijassa-411	151	15	cloud	cloud	NOUN
ijassa-411	151	16	computing	computing	NOUN
ijassa-411	151	17	service	service	NOUN
ijassa-411	151	18	composition	composition	NOUN
ijassa-411	151	19	to	to	PART
ijassa-411	151	20	capture	capture	VERB
ijassa-411	151	21	the	the	DET
ijassa-411	151	22	minimal	minimal	ADJ
ijassa-411	151	23	resource	resource	NOUN
ijassa-411	151	24	allocation	allocation	NOUN
ijassa-411	151	25	for	for	ADP
ijassa-411	151	26	service	service	NOUN
ijassa-411	151	27	performance	performance	NOUN
ijassa-411	151	28	to	to	ADP
ijassa-411	151	29	other	other	ADJ
ijassa-411	151	30	systems	system	NOUN
ijassa-411	151	31	written	write	VERB
ijassa-411	151	32	in	in	ADP
ijassa-411	151	33	mainstream	mainstream	NOUN
ijassa-411	151	34	languages	language	NOUN
ijassa-411	151	35	such	such	ADJ
ijassa-411	151	36	as	as	ADP
ijassa-411	151	37	java	java	PROPN
ijassa-411	151	38	using	use	VERB
ijassa-411	151	39	amazon	amazon	PROPN
ijassa-411	151	40	ec2	ec2	PROPN
ijassa-411	151	41	web	web	NOUN
ijassa-411	151	42	service	service	NOUN
ijassa-411	151	43	.	.	PUNCT
ijassa-411	152	1	independent	independent	ADJ
ijassa-411	152	2	tests	test	NOUN
ijassa-411	152	3	are	be	AUX
ijassa-411	152	4	run	run	VERB
ijassa-411	152	5	with	with	ADP
ijassa-411	152	6	growing	grow	VERB
ijassa-411	152	7	number	number	NOUN
ijassa-411	152	8	of	of	ADP
ijassa-411	152	9	applications	application	NOUN
ijassa-411	152	10	,	,	PUNCT
ijassa-411	152	11	and	and	CCONJ
ijassa-411	152	12	constant	constant	ADJ
ijassa-411	152	13	number	number	NOUN
ijassa-411	152	14	of	of	ADP
ijassa-411	152	15	service	service	NOUN
ijassa-411	152	16	requests	request	NOUN
ijassa-411	152	17	sent	send	VERB
ijassa-411	152	18	by	by	ADP
ijassa-411	152	19	each	each	DET
ijassa-411	152	20	user	user	NOUN
ijassa-411	152	21	.	.	PUNCT
ijassa-411	153	1	the	the	DET
ijassa-411	153	2	performance	performance	NOUN
ijassa-411	153	3	graph	graph	NOUN
ijassa-411	153	4	and	and	CCONJ
ijassa-411	153	5	table	table	NOUN
ijassa-411	153	6	describes	describe	VERB
ijassa-411	153	7	the	the	DET
ijassa-411	153	8	evaluation	evaluation	NOUN
ijassa-411	153	9	of	of	ADP
ijassa-411	153	10	the	the	DET
ijassa-411	153	11	performance	performance	NOUN
ijassa-411	153	12	of	of	ADP
ijassa-411	153	13	s	s	NOUN
ijassa-411	153	14	-	-	PUNCT
ijassa-411	153	15	ora	ora	NOUN
ijassa-411	153	16	.	.	PROPN
ijassa-411	153	17	94	94	PROPN
ijassa-411	153	18	r.	r.	PROPN
ijassa-411	153	19	a.	a.	PROPN
ijassa-411	153	20	karthika	karthika	PROPN
ijassa-411	153	21	:	:	PUNCT
ijassa-411	153	22	optimized	optimize	VERB
ijassa-411	153	23	resource	resource	NOUN
ijassa-411	153	24	-	-	PUNCT
ijassa-411	153	25	to	to	ADP
ijassa-411	153	26	-	-	PUNCT
ijassa-411	153	27	task	task	NOUN
ijassa-411	153	28	scheduler	scheduler	NOUN
ijassa-411	153	29	for	for	ADP
ijassa-411	153	30	cloud	cloud	NOUN
ijassa-411	153	31	service	service	NOUN
ijassa-411	153	32	6.1	6.1	NUM
ijassa-411	153	33	measure	measure	NOUN
ijassa-411	153	34	of	of	ADP
ijassa-411	153	35	number	number	NOUN
ijassa-411	153	36	of	of	ADP
ijassa-411	153	37	rejected	reject	VERB
ijassa-411	153	38	requests	request	NOUN
ijassa-411	153	39	the	the	DET
ijassa-411	153	40	number	number	NOUN
ijassa-411	153	41	of	of	ADP
ijassa-411	153	42	rejected	reject	VERB
ijassa-411	153	43	requests	request	NOUN
ijassa-411	153	44	[	[	X
ijassa-411	153	45	clientrejreq	clientrejreq	X
ijassa-411	153	46	]	]	PUNCT
ijassa-411	153	47	measures	measure	VERB
ijassa-411	153	48	the	the	DET
ijassa-411	153	49	number	number	NOUN
ijassa-411	153	50	of	of	ADP
ijassa-411	153	51	request	request	NOUN
ijassa-411	153	52	rejected	reject	VERB
ijassa-411	153	53	as	as	SCONJ
ijassa-411	153	54	made	make	VERB
ijassa-411	153	55	by	by	ADP
ijassa-411	153	56	the	the	DET
ijassa-411	153	57	client	client	NOUN
ijassa-411	153	58	to	to	ADP
ijassa-411	153	59	the	the	DET
ijassa-411	153	60	cloud	cloud	ADJ
ijassa-411	153	61	instance	instance	NOUN
ijassa-411	153	62	through	through	ADP
ijassa-411	153	63	scheduler	scheduler	NOUN
ijassa-411	153	64	using	use	VERB
ijassa-411	153	65	amazon	amazon	PROPN
ijassa-411	153	66	ec2	ec2	PROPN
ijassa-411	153	67	with	with	ADP
ijassa-411	153	68	windows	windows	PROPN
ijassa-411	153	69	server	server	NOUN
ijassa-411	153	70	.	.	PUNCT
ijassa-411	154	1	the	the	DET
ijassa-411	154	2	rejected	reject	VERB
ijassa-411	154	3	request	request	NOUN
ijassa-411	154	4	for	for	ADP
ijassa-411	154	5	a	a	DET
ijassa-411	154	6	client	client	NOUN
ijassa-411	154	7	is	be	AUX
ijassa-411	154	8	evaluated	evaluate	VERB
ijassa-411	154	9	based	base	VERB
ijassa-411	154	10	on	on	ADP
ijassa-411	154	11	the	the	DET
ijassa-411	154	12	difference	difference	NOUN
ijassa-411	154	13	between	between	ADP
ijassa-411	154	14	the	the	DET
ijassa-411	154	15	requests	request	NOUN
ijassa-411	154	16	made	make	VERB
ijassa-411	154	17	by	by	ADP
ijassa-411	154	18	the	the	DET
ijassa-411	154	19	client	client	NOUN
ijassa-411	154	20	and	and	CCONJ
ijassa-411	154	21	rejected	reject	VERB
ijassa-411	154	22	request	request	NOUN
ijassa-411	154	23	made	make	VERB
ijassa-411	154	24	by	by	ADP
ijassa-411	154	25	the	the	DET
ijassa-411	154	26	cloud	cloud	NOUN
ijassa-411	154	27	for	for	ADP
ijassa-411	154	28	the	the	DET
ijassa-411	154	29	specific	specific	ADJ
ijassa-411	154	30	client	client	NOUN
ijassa-411	154	31	at	at	ADP
ijassa-411	154	32	a	a	DET
ijassa-411	154	33	particular	particular	ADJ
ijassa-411	154	34	time	time	NOUN
ijassa-411	154	35	period	period	NOUN
ijassa-411	154	36	.	.	PUNCT
ijassa-411	155	1	a	a	DET
ijassa-411	155	2	rejected	reject	VERB
ijassa-411	155	3	request	request	NOUN
ijassa-411	155	4	for	for	ADP
ijassa-411	155	5	a	a	DET
ijassa-411	155	6	client	client	NOUN
ijassa-411	155	7	is	be	AUX
ijassa-411	155	8	given	give	VERB
ijassa-411	155	9	as	as	ADP
ijassa-411	155	10	:	:	PUNCT
ijassa-411	155	11	clientrejreq	clientrejreq	PROPN
ijassa-411	155	12	=	=	PUNCT
ijassa-411	155	13	clientreq	clientreq	PROPN
ijassa-411	155	14	−	−	PROPN
ijassa-411	155	15	cloudrejreq	cloudrejreq	NOUN
ijassa-411	155	16	(	(	PUNCT
ijassa-411	155	17	5	5	NUM
ijassa-411	155	18	)	)	PUNCT
ijassa-411	155	19	table	table	NOUN
ijassa-411	155	20	1	1	NUM
ijassa-411	155	21	described	describe	VERB
ijassa-411	155	22	the	the	DET
ijassa-411	155	23	performance	performance	NOUN
ijassa-411	155	24	of	of	ADP
ijassa-411	155	25	s	s	NOUN
ijassa-411	155	26	-	-	PUNCT
ijassa-411	155	27	ora	ora	NOUN
ijassa-411	155	28	and	and	CCONJ
ijassa-411	155	29	compared	compare	VERB
ijassa-411	155	30	the	the	DET
ijassa-411	155	31	results	result	NOUN
ijassa-411	155	32	with	with	ADP
ijassa-411	155	33	existing	exist	VERB
ijassa-411	155	34	works	work	NOUN
ijassa-411	155	35	like	like	ADP
ijassa-411	155	36	bargaining	bargaining	NOUN
ijassa-411	155	37	towards	towards	ADP
ijassa-411	155	38	maximized	maximized	ADJ
ijassa-411	155	39	resource	resource	NOUN
ijassa-411	155	40	utilization	utilization	NOUN
ijassa-411	155	41	in	in	ADP
ijassa-411	155	42	video	video	NOUN
ijassa-411	155	43	streaming	streaming	NOUN
ijassa-411	155	44	datacenters	datacenter	NOUN
ijassa-411	156	1	[	[	X
ijassa-411	156	2	1	1	NUM
ijassa-411	156	3	]	]	PUNCT
ijassa-411	156	4	,	,	PUNCT
ijassa-411	156	5	ccs	ccs	PROPN
ijassa-411	156	6	using	use	VERB
ijassa-411	156	7	scientific	scientific	ADJ
ijassa-411	156	8	computing	computing	NOUN
ijassa-411	156	9	[	[	X
ijassa-411	156	10	2	2	NUM
ijassa-411	156	11	]	]	PUNCT
ijassa-411	156	12	based	base	VERB
ijassa-411	156	13	on	on	ADP
ijassa-411	156	14	requests	request	NOUN
ijassa-411	156	15	to	to	PART
ijassa-411	156	16	be	be	AUX
ijassa-411	156	17	rejected	reject	VERB
ijassa-411	156	18	.	.	PUNCT
ijassa-411	157	1	table	table	NOUN
ijassa-411	157	2	1	1	NUM
ijassa-411	157	3	number	number	NOUN
ijassa-411	157	4	of	of	ADP
ijassa-411	157	5	requests	request	NOUN
ijassa-411	157	6	vs.	vs.	ADP
ijassa-411	157	7	rejected	reject	VERB
ijassa-411	157	8	requests	request	NOUN
ijassa-411	157	9	number	number	NOUN
ijassa-411	157	10	of	of	ADP
ijassa-411	157	11	requests	request	NOUN
ijassa-411	157	12	(	(	PUNCT
ijassa-411	157	13	task	task	NOUN
ijassa-411	157	14	/	/	SYM
ijassa-411	157	15	minute	minute	NOUN
ijassa-411	157	16	)	)	PUNCT
ijassa-411	157	17	number	number	NOUN
ijassa-411	157	18	of	of	ADP
ijassa-411	157	19	rejected	reject	VERB
ijassa-411	157	20	requests	request	NOUN
ijassa-411	157	21	(	(	PUNCT
ijassa-411	157	22	task	task	NOUN
ijassa-411	157	23	/	/	SYM
ijassa-411	157	24	minute	minute	NOUN
ijassa-411	157	25	)	)	PUNCT
ijassa-411	157	26	proposed	propose	VERB
ijassa-411	157	27	s	s	NOUN
ijassa-411	157	28	-	-	PUNCT
ijassa-411	157	29	ora	ora	ADJ
ijassa-411	157	30	existing	exist	VERB
ijassa-411	157	31	nash	nash	NOUN
ijassa-411	157	32	bargaining	bargaining	NOUN
ijassa-411	157	33	solutions	solution	NOUN
ijassa-411	157	34	existing	exist	VERB
ijassa-411	157	35	ccs	ccs	NOUN
ijassa-411	157	36	using	use	VERB
ijassa-411	157	37	scientific	scientific	ADJ
ijassa-411	157	38	computing	computing	NOUN
ijassa-411	157	39	5	5	NUM
ijassa-411	157	40	1	1	NUM
ijassa-411	157	41	3	3	NUM
ijassa-411	157	42	4	4	NUM
ijassa-411	157	43	10	10	NUM
ijassa-411	157	44	3	3	NUM
ijassa-411	157	45	5	5	NUM
ijassa-411	157	46	7	7	NUM
ijassa-411	157	47	15	15	NUM
ijassa-411	157	48	4	4	NUM
ijassa-411	157	49	8	8	NUM
ijassa-411	157	50	13	13	NUM
ijassa-411	157	51	20	20	NUM
ijassa-411	157	52	7	7	NUM
ijassa-411	157	53	12	12	NUM
ijassa-411	157	54	16	16	NUM
ijassa-411	157	55	25	25	NUM
ijassa-411	157	56	10	10	NUM
ijassa-411	157	57	14	14	NUM
ijassa-411	157	58	17	17	NUM
ijassa-411	157	59	30	30	NUM
ijassa-411	157	60	12	12	NUM
ijassa-411	157	61	15	15	NUM
ijassa-411	157	62	22	22	NUM
ijassa-411	157	63	fig.5	fig.5	NOUN
ijassa-411	157	64	shows	show	VERB
ijassa-411	157	65	the	the	DET
ijassa-411	157	66	ratio	ratio	NOUN
ijassa-411	157	67	of	of	ADP
ijassa-411	157	68	requests	request	NOUN
ijassa-411	157	69	made	make	VERB
ijassa-411	157	70	by	by	ADP
ijassa-411	157	71	the	the	DET
ijassa-411	157	72	client	client	NOUN
ijassa-411	157	73	to	to	ADP
ijassa-411	157	74	cloud	cloud	NOUN
ijassa-411	157	75	instances	instance	NOUN
ijassa-411	157	76	,	,	PUNCT
ijassa-411	157	77	to	to	ADP
ijassa-411	157	78	the	the	DET
ijassa-411	157	79	number	number	NOUN
ijassa-411	157	80	of	of	ADP
ijassa-411	157	81	rejected	reject	VERB
ijassa-411	157	82	requests	request	NOUN
ijassa-411	157	83	from	from	ADP
ijassa-411	157	84	the	the	DET
ijassa-411	157	85	cloud	cloud	ADJ
ijassa-411	157	86	instances	instance	NOUN
ijassa-411	157	87	according	accord	VERB
ijassa-411	157	88	to	to	ADP
ijassa-411	157	89	the	the	DET
ijassa-411	157	90	availability	availability	NOUN
ijassa-411	157	91	of	of	ADP
ijassa-411	157	92	resources	resource	NOUN
ijassa-411	157	93	.	.	PUNCT
ijassa-411	158	1	sending	send	VERB
ijassa-411	158	2	the	the	DET
ijassa-411	158	3	client	client	NOUN
ijassa-411	158	4	requests	request	NOUN
ijassa-411	158	5	to	to	PART
ijassa-411	158	6	cloud	cloud	VERB
ijassa-411	158	7	,	,	PUNCT
ijassa-411	158	8	either	either	CCONJ
ijassa-411	158	9	result	result	VERB
ijassa-411	158	10	in	in	ADP
ijassa-411	158	11	accept	accept	NOUN
ijassa-411	158	12	of	of	ADP
ijassa-411	158	13	the	the	DET
ijassa-411	158	14	particular	particular	ADJ
ijassa-411	158	15	request	request	NOUN
ijassa-411	158	16	,	,	PUNCT
ijassa-411	158	17	if	if	SCONJ
ijassa-411	158	18	the	the	DET
ijassa-411	158	19	cloud	cloud	NOUN
ijassa-411	158	20	has	have	VERB
ijassa-411	158	21	resource	resource	NOUN
ijassa-411	158	22	to	to	PART
ijassa-411	158	23	be	be	AUX
ijassa-411	158	24	allocated	allocate	VERB
ijassa-411	158	25	from	from	ADP
ijassa-411	158	26	pool	pool	NOUN
ijassa-411	158	27	of	of	ADP
ijassa-411	158	28	resources	resource	NOUN
ijassa-411	158	29	or	or	CCONJ
ijassa-411	158	30	reject	reject	VERB
ijassa-411	158	31	the	the	DET
ijassa-411	158	32	clients	client	NOUN
ijassa-411	158	33	request	request	VERB
ijassa-411	158	34	if	if	SCONJ
ijassa-411	158	35	the	the	DET
ijassa-411	158	36	resource	resource	NOUN
ijassa-411	158	37	is	be	AUX
ijassa-411	158	38	not	not	PART
ijassa-411	158	39	available	available	ADJ
ijassa-411	158	40	.	.	PUNCT
ijassa-411	159	1	with	with	ADP
ijassa-411	159	2	the	the	DET
ijassa-411	159	3	help	help	NOUN
ijassa-411	159	4	of	of	ADP
ijassa-411	159	5	improved	improve	VERB
ijassa-411	159	6	dispatcher	dispatcher	ADJ
ijassa-411	159	7	algorithm	algorithm	NOUN
ijassa-411	159	8	,	,	PUNCT
ijassa-411	159	9	the	the	DET
ijassa-411	159	10	number	number	NOUN
ijassa-411	159	11	of	of	ADP
ijassa-411	159	12	rejected	reject	VERB
ijassa-411	159	13	request	request	NOUN
ijassa-411	159	14	is	be	AUX
ijassa-411	159	15	measured	measure	VERB
ijassa-411	159	16	.	.	PUNCT
ijassa-411	160	1	the	the	DET
ijassa-411	160	2	algorithms	algorithms	NOUN
ijassa-411	160	3	effectiveness	effectiveness	NOUN
ijassa-411	160	4	is	be	AUX
ijassa-411	160	5	measured	measure	VERB
ijassa-411	160	6	using	use	VERB
ijassa-411	160	7	the	the	DET
ijassa-411	160	8	rejection	rejection	NOUN
ijassa-411	160	9	rate	rate	NOUN
ijassa-411	160	10	.	.	PUNCT
ijassa-411	161	1	higher	high	ADJ
ijassa-411	161	2	the	the	DET
ijassa-411	161	3	number	number	NOUN
ijassa-411	161	4	of	of	ADP
ijassa-411	161	5	rejection	rejection	NOUN
ijassa-411	161	6	rate	rate	NOUN
ijassa-411	161	7	,	,	PUNCT
ijassa-411	161	8	lower	low	ADJ
ijassa-411	161	9	the	the	DET
ijassa-411	161	10	performance	performance	NOUN
ijassa-411	161	11	of	of	ADP
ijassa-411	161	12	algorithm	algorithm	NOUN
ijassa-411	161	13	.	.	PUNCT
ijassa-411	162	1	since	since	SCONJ
ijassa-411	162	2	the	the	DET
ijassa-411	162	3	resource	resource	NOUN
ijassa-411	162	4	is	be	AUX
ijassa-411	162	5	allocated	allocate	VERB
ijassa-411	162	6	with	with	ADP
ijassa-411	162	7	the	the	DET
ijassa-411	162	8	help	help	NOUN
ijassa-411	162	9	of	of	ADP
ijassa-411	162	10	scheduler	scheduler	NOUN
ijassa-411	162	11	in	in	ADP
ijassa-411	162	12	the	the	DET
ijassa-411	162	13	proposed	propose	VERB
ijassa-411	162	14	model	model	NOUN
ijassa-411	162	15	,	,	PUNCT
ijassa-411	162	16	the	the	DET
ijassa-411	162	17	performance	performance	NOUN
ijassa-411	162	18	of	of	ADP
ijassa-411	162	19	s	s	NOUN
ijassa-411	162	20	-	-	PUNCT
ijassa-411	162	21	ora	ora	NOUN
ijassa-411	162	22	is	be	AUX
ijassa-411	162	23	improved	improve	VERB
ijassa-411	162	24	when	when	SCONJ
ijassa-411	162	25	compared	compare	VERB
ijassa-411	162	26	to	to	ADP
ijassa-411	162	27	other	other	ADJ
ijassa-411	162	28	algorithms	algorithm	NOUN
ijassa-411	162	29	.	.	PUNCT
ijassa-411	163	1	the	the	DET
ijassa-411	163	2	number	number	NOUN
ijassa-411	163	3	of	of	ADP
ijassa-411	163	4	rejected	reject	VERB
ijassa-411	163	5	request	request	NOUN
ijassa-411	163	6	using	use	VERB
ijassa-411	163	7	s	s	NOUN
ijassa-411	163	8	-	-	PUNCT
ijassa-411	163	9	ora	ora	NOUN
ijassa-411	163	10	is	be	AUX
ijassa-411	163	11	40	40	NUM
ijassa-411	163	12	%	%	NOUN
ijassa-411	163	13	,	,	PUNCT
ijassa-411	163	14	50	50	NUM
ijassa-411	163	15	%	%	NOUN
ijassa-411	163	16	using	use	VERB
ijassa-411	163	17	nash	nash	ADJ
ijassa-411	163	18	bargaining	bargaining	NOUN
ijassa-411	163	19	solutions	solution	NOUN
ijassa-411	163	20	and	and	CCONJ
ijassa-411	163	21	70	70	NUM
ijassa-411	163	22	%	%	NOUN
ijassa-411	163	23	with	with	ADP
ijassa-411	163	24	ccs	ccs	NOUN
ijassa-411	163	25	using	use	VERB
ijassa-411	163	26	scientific	scientific	ADJ
ijassa-411	163	27	computing	computing	NOUN
ijassa-411	163	28	.	.	PUNCT
ijassa-411	164	1	when	when	SCONJ
ijassa-411	164	2	compared	compare	VERB
ijassa-411	164	3	with	with	ADP
ijassa-411	164	4	the	the	DET
ijassa-411	164	5	three	three	NUM
ijassa-411	164	6	algorithms	algorithm	NOUN
ijassa-411	164	7	,	,	PUNCT
ijassa-411	164	8	the	the	DET
ijassa-411	164	9	rejected	reject	VERB
ijassa-411	164	10	rate	rate	NOUN
ijassa-411	164	11	using	use	VERB
ijassa-411	164	12	s	s	NOUN
ijassa-411	164	13	-	-	PUNCT
ijassa-411	164	14	ora	ora	NOUN
ijassa-411	164	15	is	be	AUX
ijassa-411	164	16	comparatively	comparatively	ADV
ijassa-411	164	17	less	less	ADJ
ijassa-411	164	18	as	as	SCONJ
ijassa-411	164	19	the	the	DET
ijassa-411	164	20	scheduler	scheduler	NOUN
ijassa-411	164	21	schedules	schedule	VERB
ijassa-411	164	22	the	the	DET
ijassa-411	164	23	advances	advance	NOUN
ijassa-411	164	24	in	in	ADP
ijassa-411	164	25	systems	system	NOUN
ijassa-411	164	26	science	science	NOUN
ijassa-411	164	27	and	and	CCONJ
ijassa-411	164	28	applications	application	NOUN
ijassa-411	164	29	(	(	PUNCT
ijassa-411	164	30	2014	2014	NUM
ijassa-411	164	31	)	)	PUNCT
ijassa-411	164	32	vol.14	vol.14	NOUN
ijassa-411	164	33	no.1	no.1	X
ijassa-411	164	34	95	95	NUM
ijassa-411	164	35	fig.5	fig.5	NOUN
ijassa-411	164	36	number	number	NOUN
ijassa-411	164	37	of	of	ADP
ijassa-411	164	38	requests	request	NOUN
ijassa-411	164	39	vs.	vs.	ADP
ijassa-411	164	40	rejected	reject	VERB
ijassa-411	164	41	requests	request	NOUN
ijassa-411	164	42	resource	resource	NOUN
ijassa-411	164	43	using	use	VERB
ijassa-411	164	44	the	the	DET
ijassa-411	164	45	resource	resource	NOUN
ijassa-411	164	46	pool	pool	NOUN
ijassa-411	164	47	whereas	whereas	SCONJ
ijassa-411	164	48	the	the	DET
ijassa-411	164	49	rejected	reject	VERB
ijassa-411	164	50	rate	rate	NOUN
ijassa-411	164	51	using	use	VERB
ijassa-411	164	52	nash	nash	ADJ
ijassa-411	164	53	bargaining	bargaining	NOUN
ijassa-411	164	54	solutions	solution	NOUN
ijassa-411	164	55	is	be	AUX
ijassa-411	164	56	50	50	NUM
ijassa-411	164	57	%	%	NOUN
ijassa-411	164	58	which	which	PRON
ijassa-411	164	59	is	be	AUX
ijassa-411	164	60	less	less	ADJ
ijassa-411	164	61	when	when	SCONJ
ijassa-411	164	62	compared	compare	VERB
ijassa-411	164	63	to	to	ADP
ijassa-411	164	64	ccs	ccs	PROPN
ijassa-411	164	65	as	as	SCONJ
ijassa-411	164	66	it	it	PRON
ijassa-411	164	67	uses	use	VERB
ijassa-411	164	68	the	the	DET
ijassa-411	164	69	nash	nash	ADJ
ijassa-411	164	70	bargaining	bargaining	NOUN
ijassa-411	164	71	solution	solution	NOUN
ijassa-411	164	72	.	.	PUNCT
ijassa-411	165	1	6.2	6.2	NUM
ijassa-411	165	2	measure	measure	NOUN
ijassa-411	165	3	of	of	ADP
ijassa-411	165	4	time	time	NOUN
ijassa-411	165	5	consumption	consumption	NOUN
ijassa-411	165	6	for	for	ADP
ijassa-411	165	7	data	datum	NOUN
ijassa-411	165	8	exchange	exchange	NOUN
ijassa-411	165	9	the	the	DET
ijassa-411	165	10	time	time	NOUN
ijassa-411	165	11	consumption	consumption	NOUN
ijassa-411	165	12	[	[	X
ijassa-411	165	13	timecon	timecon	X
ijassa-411	165	14	]	]	X
ijassa-411	165	15	in	in	ADP
ijassa-411	165	16	s	s	PROPN
ijassa-411	165	17	-	-	PUNCT
ijassa-411	165	18	ora	ora	NOUN
ijassa-411	165	19	measures	measure	NOUN
ijassa-411	165	20	the	the	DET
ijassa-411	165	21	time	time	NOUN
ijassa-411	165	22	consumed	consume	VERB
ijassa-411	165	23	for	for	ADP
ijassa-411	165	24	data	datum	NOUN
ijassa-411	165	25	exchange	exchange	NOUN
ijassa-411	165	26	between	between	ADP
ijassa-411	165	27	the	the	DET
ijassa-411	165	28	cloud	cloud	NOUN
ijassa-411	165	29	instances	instance	NOUN
ijassa-411	165	30	.	.	PUNCT
ijassa-411	166	1	the	the	DET
ijassa-411	166	2	time	time	NOUN
ijassa-411	166	3	consumption	consumption	NOUN
ijassa-411	166	4	is	be	AUX
ijassa-411	166	5	evaluated	evaluate	VERB
ijassa-411	166	6	on	on	ADP
ijassa-411	166	7	the	the	DET
ijassa-411	166	8	basis	basis	NOUN
ijassa-411	166	9	of	of	ADP
ijassa-411	166	10	distance	distance	NOUN
ijassa-411	166	11	for	for	ADP
ijassa-411	166	12	particular	particular	ADJ
ijassa-411	166	13	data	datum	NOUN
ijassa-411	166	14	exchange	exchange	NOUN
ijassa-411	166	15	by	by	ADP
ijassa-411	166	16	the	the	DET
ijassa-411	166	17	cloud	cloud	NOUN
ijassa-411	166	18	instances	instance	NOUN
ijassa-411	166	19	divided	divide	VERB
ijassa-411	166	20	by	by	ADP
ijassa-411	166	21	the	the	DET
ijassa-411	166	22	speed	speed	NOUN
ijassa-411	166	23	with	with	ADP
ijassa-411	166	24	which	which	PRON
ijassa-411	166	25	the	the	DET
ijassa-411	166	26	operation	operation	NOUN
ijassa-411	166	27	is	be	AUX
ijassa-411	166	28	performed	perform	VERB
ijassa-411	166	29	.	.	PUNCT
ijassa-411	167	1	the	the	DET
ijassa-411	167	2	formula	formula	NOUN
ijassa-411	167	3	to	to	PART
ijassa-411	167	4	evaluate	evaluate	VERB
ijassa-411	167	5	time	time	NOUN
ijassa-411	167	6	consumption	consumption	NOUN
ijassa-411	167	7	is	be	AUX
ijassa-411	167	8	given	give	VERB
ijassa-411	167	9	below	below	ADP
ijassa-411	167	10	:	:	PUNCT
ijassa-411	167	11	timecon	timecon	NOUN
ijassa-411	167	12	=	=	SYM
ijassa-411	167	13	distancedataexc	distancedataexc	NOUN
ijassa-411	167	14	/	/	SYM
ijassa-411	167	15	speed	speed	NOUN
ijassa-411	167	16	(	(	PUNCT
ijassa-411	167	17	6	6	NUM
ijassa-411	167	18	)	)	PUNCT
ijassa-411	167	19	the	the	DET
ijassa-411	167	20	time	time	NOUN
ijassa-411	167	21	consumed	consume	VERB
ijassa-411	167	22	to	to	PART
ijassa-411	167	23	exchange	exchange	VERB
ijassa-411	167	24	the	the	DET
ijassa-411	167	25	data	datum	NOUN
ijassa-411	167	26	by	by	ADP
ijassa-411	167	27	the	the	DET
ijassa-411	167	28	cloud	cloud	NOUN
ijassa-411	167	29	instances	instance	NOUN
ijassa-411	167	30	are	be	AUX
ijassa-411	167	31	illustrated	illustrate	VERB
ijassa-411	167	32	in	in	ADP
ijassa-411	167	33	table	table	NOUN
ijassa-411	167	34	2	2	NUM
ijassa-411	167	35	for	for	ADP
ijassa-411	167	36	the	the	DET
ijassa-411	167	37	s	s	NOUN
ijassa-411	167	38	-	-	PUNCT
ijassa-411	167	39	ora	ora	NOUN
ijassa-411	167	40	with	with	ADP
ijassa-411	167	41	the	the	DET
ijassa-411	167	42	existing	exist	VERB
ijassa-411	167	43	works	work	NOUN
ijassa-411	167	44	like	like	ADP
ijassa-411	167	45	bargaining	bargaining	NOUN
ijassa-411	167	46	towards	towards	ADP
ijassa-411	167	47	maximized	maximized	ADJ
ijassa-411	167	48	resource	resource	NOUN
ijassa-411	167	49	utilization	utilization	NOUN
ijassa-411	167	50	in	in	ADP
ijassa-411	167	51	video	video	NOUN
ijassa-411	167	52	streaming	streaming	NOUN
ijassa-411	167	53	datacenters	datacenter	NOUN
ijassa-411	167	54	,	,	PUNCT
ijassa-411	167	55	ccs	ccs	PROPN
ijassa-411	167	56	using	use	VERB
ijassa-411	167	57	scientific	scientific	ADJ
ijassa-411	167	58	computing	computing	NOUN
ijassa-411	167	59	.	.	PUNCT
ijassa-411	168	1	fig.6	fig.6	PROPN
ijassa-411	168	2	describes	describe	VERB
ijassa-411	168	3	the	the	DET
ijassa-411	168	4	consumption	consumption	NOUN
ijassa-411	168	5	of	of	ADP
ijassa-411	168	6	time	time	NOUN
ijassa-411	168	7	taken	take	VERB
ijassa-411	168	8	to	to	PART
ijassa-411	168	9	exchange	exchange	VERB
ijassa-411	168	10	the	the	DET
ijassa-411	168	11	data	datum	NOUN
ijassa-411	168	12	among	among	ADP
ijassa-411	168	13	the	the	DET
ijassa-411	168	14	cloud	cloud	NOUN
ijassa-411	168	15	instances	instance	NOUN
ijassa-411	168	16	in	in	ADP
ijassa-411	168	17	the	the	DET
ijassa-411	168	18	distributed	distribute	VERB
ijassa-411	168	19	peer	peer	NOUN
ijassa-411	168	20	networks	network	NOUN
ijassa-411	168	21	.	.	PUNCT
ijassa-411	169	1	in	in	ADP
ijassa-411	169	2	the	the	DET
ijassa-411	169	3	proposed	propose	VERB
ijassa-411	169	4	s	s	NOUN
ijassa-411	169	5	-	-	PUNCT
ijassa-411	169	6	ora	ora	NOUN
ijassa-411	169	7	,	,	PUNCT
ijassa-411	169	8	the	the	DET
ijassa-411	169	9	deployment	deployment	NOUN
ijassa-411	169	10	of	of	ADP
ijassa-411	169	11	commercial	commercial	ADJ
ijassa-411	169	12	cloud	cloud	NOUN
ijassa-411	169	13	computing	computing	NOUN
ijassa-411	169	14	services	service	NOUN
ijassa-411	169	15	is	be	AUX
ijassa-411	169	16	efficiently	efficiently	ADV
ijassa-411	169	17	achieved	achieve	VERB
ijassa-411	169	18	using	use	VERB
ijassa-411	169	19	the	the	DET
ijassa-411	169	20	scheduler	scheduler	NOUN
ijassa-411	169	21	-	-	PUNCT
ijassa-411	169	22	based	base	VERB
ijassa-411	169	23	cloud	cloud	NOUN
ijassa-411	169	24	interface	interface	NOUN
ijassa-411	169	25	generation	generation	NOUN
ijassa-411	169	26	.	.	PUNCT
ijassa-411	170	1	the	the	PRON
ijassa-411	170	2	is	be	AUX
ijassa-411	170	3	due	due	ADJ
ijassa-411	170	4	to	to	ADP
ijassa-411	170	5	clear	clear	ADJ
ijassa-411	170	6	separation	separation	NOUN
ijassa-411	170	7	between	between	ADP
ijassa-411	170	8	resource	resource	NOUN
ijassa-411	170	9	manager	manager	NOUN
ijassa-411	170	10	(	(	PUNCT
ijassa-411	170	11	rm	rm	PROPN
ijassa-411	170	12	)	)	PUNCT
ijassa-411	170	13	and	and	CCONJ
ijassa-411	170	14	resource	resource	NOUN
ijassa-411	170	15	dispatcher	dispatcher	NOUN
ijassa-411	170	16	unit	unit	NOUN
ijassa-411	170	17	(	(	PUNCT
ijassa-411	170	18	rdu	rdu	PROPN
ijassa-411	170	19	)	)	PUNCT
ijassa-411	170	20	,	,	PUNCT
ijassa-411	170	21	where	where	SCONJ
ijassa-411	170	22	the	the	DET
ijassa-411	170	23	scheduler	scheduler	NOUN
ijassa-411	170	24	maintains	maintain	VERB
ijassa-411	170	25	the	the	DET
ijassa-411	170	26	set	set	NOUN
ijassa-411	170	27	of	of	ADP
ijassa-411	170	28	resources	resource	NOUN
ijassa-411	170	29	and	and	CCONJ
ijassa-411	170	30	at	at	ADP
ijassa-411	170	31	the	the	DET
ijassa-411	170	32	same	same	ADJ
ijassa-411	170	33	time	time	NOUN
ijassa-411	170	34	checks	check	VERB
ijassa-411	170	35	through	through	ADP
ijassa-411	170	36	the	the	DET
ijassa-411	170	37	pool	pool	NOUN
ijassa-411	170	38	of	of	ADP
ijassa-411	170	39	resources	resource	NOUN
ijassa-411	170	40	and	and	CCONJ
ijassa-411	170	41	allocates	allocate	NOUN
ijassa-411	170	42	accordingly	accordingly	ADV
ijassa-411	170	43	.	.	PUNCT
ijassa-411	171	1	this	this	PRON
ijassa-411	171	2	in	in	ADP
ijassa-411	171	3	turn	turn	NOUN
ijassa-411	171	4	results	result	NOUN
ijassa-411	171	5	in	in	ADP
ijassa-411	171	6	minimum	minimum	ADJ
ijassa-411	171	7	96	96	NUM
ijassa-411	171	8	r.	r.	PROPN
ijassa-411	171	9	a.	a.	PROPN
ijassa-411	171	10	karthika	karthika	PROPN
ijassa-411	171	11	:	:	PUNCT
ijassa-411	171	12	optimized	optimize	VERB
ijassa-411	171	13	resource	resource	NOUN
ijassa-411	171	14	-	-	PUNCT
ijassa-411	171	15	to	to	ADP
ijassa-411	171	16	-	-	PUNCT
ijassa-411	171	17	task	task	NOUN
ijassa-411	171	18	scheduler	scheduler	NOUN
ijassa-411	171	19	for	for	ADP
ijassa-411	171	20	cloud	cloud	NOUN
ijassa-411	171	21	service	service	NOUN
ijassa-411	171	22	table	table	NOUN
ijassa-411	171	23	2	2	NUM
ijassa-411	171	24	data	datum	NOUN
ijassa-411	171	25	size	size	NOUN
ijassa-411	171	26	vs.	vs.	ADP
ijassa-411	171	27	time	time	NOUN
ijassa-411	171	28	consumption	consumption	NOUN
ijassa-411	171	29	data	datum	NOUN
ijassa-411	171	30	size	size	NOUN
ijassa-411	171	31	(	(	PUNCT
ijassa-411	171	32	kb	kb	PROPN
ijassa-411	171	33	)	)	PUNCT
ijassa-411	171	34	time	time	NOUN
ijassa-411	171	35	consumption	consumption	NOUN
ijassa-411	171	36	for	for	ADP
ijassa-411	171	37	data	datum	NOUN
ijassa-411	171	38	exchange	exchange	NOUN
ijassa-411	171	39	(	(	PUNCT
ijassa-411	171	40	seconds	second	NOUN
ijassa-411	171	41	)	)	PUNCT
ijassa-411	171	42	proposed	propose	VERB
ijassa-411	171	43	s	s	NOUN
ijassa-411	171	44	-	-	PUNCT
ijassa-411	171	45	ora	ora	ADJ
ijassa-411	171	46	existing	exist	VERB
ijassa-411	171	47	nash	nash	NOUN
ijassa-411	171	48	bargaining	bargaining	NOUN
ijassa-411	171	49	solutions	solution	NOUN
ijassa-411	171	50	existing	exist	VERB
ijassa-411	171	51	ccs	ccs	NOUN
ijassa-411	171	52	using	use	VERB
ijassa-411	171	53	scientific	scientific	ADJ
ijassa-411	171	54	computing	compute	VERB
ijassa-411	171	55	10	10	NUM
ijassa-411	171	56	10	10	NUM
ijassa-411	171	57	15	15	NUM
ijassa-411	171	58	20	20	NUM
ijassa-411	171	59	20	20	NUM
ijassa-411	171	60	18	18	NUM
ijassa-411	171	61	24	24	NUM
ijassa-411	171	62	26	26	NUM
ijassa-411	171	63	30	30	NUM
ijassa-411	171	64	22	22	NUM
ijassa-411	171	65	33	33	NUM
ijassa-411	171	66	34	34	NUM
ijassa-411	171	67	40	40	NUM
ijassa-411	171	68	30	30	NUM
ijassa-411	171	69	42	42	NUM
ijassa-411	171	70	45	45	NUM
ijassa-411	171	71	50	50	NUM
ijassa-411	171	72	38	38	NUM
ijassa-411	171	73	56	56	NUM
ijassa-411	171	74	58	58	NUM
ijassa-411	171	75	60	60	NUM
ijassa-411	171	76	43	43	NUM
ijassa-411	171	77	68	68	NUM
ijassa-411	171	78	70	70	NUM
ijassa-411	171	79	fig.6	fig.6	PROPN
ijassa-411	171	80	data	datum	NOUN
ijassa-411	171	81	size	size	NOUN
ijassa-411	171	82	vs.	vs.	ADP
ijassa-411	171	83	time	time	NOUN
ijassa-411	171	84	consumption	consumption	NOUN
ijassa-411	171	85	time	time	NOUN
ijassa-411	171	86	consumption	consumption	NOUN
ijassa-411	171	87	to	to	ADP
ijassa-411	171	88	the	the	DET
ijassa-411	171	89	hierarchical	hierarchical	ADJ
ijassa-411	171	90	peer	peer	NOUN
ijassa-411	171	91	users	user	NOUN
ijassa-411	171	92	.	.	PUNCT
ijassa-411	172	1	rather	rather	ADV
ijassa-411	172	2	than	than	ADP
ijassa-411	172	3	existing	exist	VERB
ijassa-411	172	4	works	work	NOUN
ijassa-411	172	5	,	,	PUNCT
ijassa-411	172	6	the	the	DET
ijassa-411	172	7	s	s	NOUN
ijassa-411	172	8	-	-	PUNCT
ijassa-411	172	9	ora	ora	NOUN
ijassa-411	172	10	consume	consume	NOUN
ijassa-411	172	11	less	less	ADJ
ijassa-411	172	12	time	time	NOUN
ijassa-411	172	13	to	to	PART
ijassa-411	172	14	exchange	exchange	VERB
ijassa-411	172	15	the	the	DET
ijassa-411	172	16	data	datum	NOUN
ijassa-411	172	17	among	among	ADP
ijassa-411	172	18	the	the	DET
ijassa-411	172	19	set	set	NOUN
ijassa-411	172	20	of	of	ADP
ijassa-411	172	21	cloud	cloud	NOUN
ijassa-411	172	22	instances	instance	NOUN
ijassa-411	172	23	.	.	PUNCT
ijassa-411	173	1	the	the	DET
ijassa-411	173	2	variance	variance	NOUN
ijassa-411	173	3	in	in	ADP
ijassa-411	173	4	time	time	NOUN
ijassa-411	173	5	consumption	consumption	NOUN
ijassa-411	173	6	is	be	AUX
ijassa-411	173	7	5	5	NUM
ijassa-411	173	8	-	-	SYM
ijassa-411	173	9	10	10	NUM
ijassa-411	173	10	%	%	NOUN
ijassa-411	173	11	low	low	ADJ
ijassa-411	173	12	in	in	ADP
ijassa-411	173	13	the	the	DET
ijassa-411	173	14	s	s	NOUN
ijassa-411	173	15	-	-	PUNCT
ijassa-411	173	16	ora	ora	INTJ
ijassa-411	173	17	whereas	whereas	SCONJ
ijassa-411	173	18	using	use	VERB
ijassa-411	173	19	nash	nash	NOUN
ijassa-411	173	20	bargaining	bargaining	NOUN
ijassa-411	173	21	solutions	solution	NOUN
ijassa-411	173	22	the	the	DET
ijassa-411	173	23	time	time	NOUN
ijassa-411	173	24	consumption	consumption	NOUN
ijassa-411	173	25	is	be	AUX
ijassa-411	173	26	comparatively	comparatively	ADV
ijassa-411	173	27	higher	high	ADJ
ijassa-411	173	28	due	due	ADP
ijassa-411	173	29	to	to	ADP
ijassa-411	173	30	the	the	DET
ijassa-411	173	31	use	use	NOUN
ijassa-411	173	32	of	of	ADP
ijassa-411	173	33	vm	vm	NOUN
ijassa-411	173	34	migration	migration	NOUN
ijassa-411	173	35	algorithm	algorithm	NOUN
ijassa-411	173	36	and	and	CCONJ
ijassa-411	173	37	finally	finally	ADV
ijassa-411	173	38	higher	high	ADJ
ijassa-411	173	39	in	in	ADP
ijassa-411	173	40	ccs	ccs	PROPN
ijassa-411	173	41	with	with	ADP
ijassa-411	173	42	many	many	ADJ
ijassa-411	173	43	task	task	NOUN
ijassa-411	173	44	computing	computing	NOUN
ijassa-411	173	45	.	.	PUNCT
ijassa-411	174	1	6.3	6.3	NUM
ijassa-411	174	2	measure	measure	NOUN
ijassa-411	174	3	of	of	ADP
ijassa-411	174	4	resource	resource	NOUN
ijassa-411	174	5	utilization	utilization	NOUN
ijassa-411	174	6	by	by	ADP
ijassa-411	174	7	clients	client	NOUN
ijassa-411	174	8	the	the	DET
ijassa-411	174	9	resource	resource	NOUN
ijassa-411	174	10	utilization	utilization	NOUN
ijassa-411	175	1	[	[	X
ijassa-411	175	2	resutil	resutil	X
ijassa-411	175	3	]	]	PUNCT
ijassa-411	175	4	in	in	ADP
ijassa-411	175	5	s	s	PROPN
ijassa-411	175	6	-	-	PUNCT
ijassa-411	175	7	ora	ora	NOUN
ijassa-411	175	8	measures	measure	NOUN
ijassa-411	175	9	the	the	DET
ijassa-411	175	10	utilization	utilization	NOUN
ijassa-411	175	11	of	of	ADP
ijassa-411	175	12	resources	resource	NOUN
ijassa-411	175	13	by	by	ADP
ijassa-411	175	14	the	the	DET
ijassa-411	175	15	clients	client	NOUN
ijassa-411	175	16	from	from	ADP
ijassa-411	175	17	different	different	ADJ
ijassa-411	175	18	cloud	cloud	NOUN
ijassa-411	175	19	instances	instance	NOUN
ijassa-411	175	20	through	through	ADP
ijassa-411	175	21	scheduler	scheduler	NOUN
ijassa-411	175	22	.	.	PUNCT
ijassa-411	176	1	resource	resource	NOUN
ijassa-411	176	2	utilization	utilization	NOUN
ijassa-411	176	3	is	be	AUX
ijassa-411	176	4	the	the	DET
ijassa-411	176	5	summation	summation	NOUN
ijassa-411	176	6	of	of	ADP
ijassa-411	176	7	resource	resource	NOUN
ijassa-411	176	8	consumption	consumption	NOUN
ijassa-411	176	9	by	by	ADP
ijassa-411	176	10	the	the	DET
ijassa-411	176	11	total	total	ADJ
ijassa-411	176	12	resource	resource	NOUN
ijassa-411	176	13	availability	availability	NOUN
ijassa-411	176	14	.	.	PUNCT
ijassa-411	177	1	advances	advance	NOUN
ijassa-411	177	2	in	in	ADP
ijassa-411	177	3	systems	system	NOUN
ijassa-411	177	4	science	science	NOUN
ijassa-411	177	5	and	and	CCONJ
ijassa-411	177	6	applications	application	NOUN
ijassa-411	177	7	(	(	PUNCT
ijassa-411	177	8	2014	2014	NUM
ijassa-411	177	9	)	)	PUNCT
ijassa-411	177	10	vol.14	vol.14	NOUN
ijassa-411	177	11	no.1	no.1	X
ijassa-411	177	12	97	97	NUM
ijassa-411	177	13	table	table	NOUN
ijassa-411	177	14	3	3	NUM
ijassa-411	177	15	algorithms	algorithm	NOUN
ijassa-411	177	16	vs.	vs.	ADP
ijassa-411	177	17	resource	resource	NOUN
ijassa-411	177	18	utilization	utilization	NOUN
ijassa-411	177	19	.	.	PUNCT
ijassa-411	178	1	algorithms	algorithm	NOUN
ijassa-411	178	2	resource	resource	NOUN
ijassa-411	178	3	utilization	utilization	NOUN
ijassa-411	178	4	(	(	PUNCT
ijassa-411	178	5	%	%	INTJ
ijassa-411	178	6	)	)	PUNCT
ijassa-411	178	7	proposed	propose	VERB
ijassa-411	178	8	s	s	NOUN
ijassa-411	178	9	-	-	PUNCT
ijassa-411	178	10	ora	ora	INTJ
ijassa-411	178	11	50	50	NUM
ijassa-411	178	12	existing	exist	VERB
ijassa-411	178	13	nash	nash	NOUN
ijassa-411	178	14	bargaining	bargaining	NOUN
ijassa-411	178	15	towards	towards	ADP
ijassa-411	178	16	maximized	maximized	ADJ
ijassa-411	178	17	resource	resource	NOUN
ijassa-411	178	18	utilization	utilization	NOUN
ijassa-411	178	19	in	in	ADP
ijassa-411	178	20	video	video	NOUN
ijassa-411	178	21	streaming	streaming	NOUN
ijassa-411	178	22	datacenters	datacenter	NOUN
ijassa-411	178	23	70	70	NUM
ijassa-411	178	24	existing	exist	VERB
ijassa-411	178	25	ccs	ccs	NOUN
ijassa-411	178	26	using	use	VERB
ijassa-411	178	27	scientific	scientific	ADJ
ijassa-411	178	28	computing	computing	NOUN
ijassa-411	178	29	80	80	NUM
ijassa-411	178	30	fig.7	fig.7	ADJ
ijassa-411	178	31	algorithms	algorithm	NOUN
ijassa-411	178	32	vs.	vs.	ADP
ijassa-411	178	33	resource	resource	NOUN
ijassa-411	178	34	utilization	utilization	NOUN
ijassa-411	178	35	resource	resource	NOUN
ijassa-411	178	36	utilization	utilization	NOUN
ijassa-411	178	37	is	be	AUX
ijassa-411	178	38	evaluated	evaluate	VERB
ijassa-411	178	39	using	use	VERB
ijassa-411	178	40	the	the	DET
ijassa-411	178	41	formula	formula	NOUN
ijassa-411	178	42	given	give	VERB
ijassa-411	178	43	below	below	ADV
ijassa-411	178	44	:	:	PUNCT
ijassa-411	178	45	resutil	resutil	PROPN
ijassa-411	178	46	=	=	SYM
ijassa-411	178	47	actualresutil	actualresutil	NOUN
ijassa-411	178	48	/	/	SYM
ijassa-411	178	49	totalresutil	totalresutil	NOUN
ijassa-411	178	50	=	=	PUNCT
ijassa-411	178	51	proci	proci	NOUN
ijassa-411	179	1	+	+	NOUN
ijassa-411	179	2	memi	memi	NOUN
ijassa-411	179	3	/	/	SYM
ijassa-411	179	4	total	total	ADJ
ijassa-411	179	5	proci	proci	NOUN
ijassa-411	179	6	+	+	CCONJ
ijassa-411	179	7	total	total	ADJ
ijassa-411	179	8	memi	memi	NOUN
ijassa-411	179	9	(	(	PUNCT
ijassa-411	179	10	7	7	NUM
ijassa-411	179	11	)	)	PUNCT
ijassa-411	179	12	the	the	DET
ijassa-411	179	13	comparison	comparison	NOUN
ijassa-411	179	14	of	of	ADP
ijassa-411	179	15	utilization	utilization	NOUN
ijassa-411	179	16	of	of	ADP
ijassa-411	179	17	resources	resource	NOUN
ijassa-411	179	18	for	for	ADP
ijassa-411	179	19	the	the	DET
ijassa-411	179	20	purpose	purpose	NOUN
ijassa-411	179	21	of	of	ADP
ijassa-411	179	22	exchange	exchange	NOUN
ijassa-411	179	23	of	of	ADP
ijassa-411	179	24	data	datum	NOUN
ijassa-411	179	25	using	use	VERB
ijassa-411	179	26	three	three	NUM
ijassa-411	179	27	different	different	ADJ
ijassa-411	179	28	algorithms	algorithm	NOUN
ijassa-411	179	29	is	be	AUX
ijassa-411	179	30	depicted	depict	VERB
ijassa-411	179	31	in	in	ADP
ijassa-411	179	32	table	table	NOUN
ijassa-411	179	33	3	3	NUM
ijassa-411	179	34	.	.	PUNCT
ijassa-411	180	1	fig.7	fig.7	ADV
ijassa-411	180	2	describes	describe	VERB
ijassa-411	180	3	the	the	DET
ijassa-411	180	4	utilization	utilization	NOUN
ijassa-411	180	5	of	of	ADP
ijassa-411	180	6	resources	resource	NOUN
ijassa-411	180	7	for	for	ADP
ijassa-411	180	8	the	the	DET
ijassa-411	180	9	efficient	efficient	ADJ
ijassa-411	180	10	data	datum	NOUN
ijassa-411	180	11	exchange	exchange	NOUN
ijassa-411	180	12	between	between	ADP
ijassa-411	180	13	the	the	DET
ijassa-411	180	14	cloud	cloud	NOUN
ijassa-411	180	15	instances	instance	NOUN
ijassa-411	180	16	in	in	ADP
ijassa-411	180	17	the	the	DET
ijassa-411	180	18	hierarchical	hierarchical	ADJ
ijassa-411	180	19	distributed	distribute	VERB
ijassa-411	180	20	peer	peer	NOUN
ijassa-411	180	21	networks	network	NOUN
ijassa-411	180	22	.	.	PUNCT
ijassa-411	181	1	when	when	SCONJ
ijassa-411	181	2	a	a	DET
ijassa-411	181	3	network	network	NOUN
ijassa-411	181	4	resource	resource	NOUN
ijassa-411	181	5	,	,	PUNCT
ijassa-411	181	6	for	for	ADP
ijassa-411	181	7	instance	instance	NOUN
ijassa-411	181	8	a	a	DET
ijassa-411	181	9	cpu	cpu	NOUN
ijassa-411	181	10	or	or	CCONJ
ijassa-411	181	11	a	a	DET
ijassa-411	181	12	meticulous	meticulous	ADJ
ijassa-411	181	13	disk	disk	NOUN
ijassa-411	181	14	,	,	PUNCT
ijassa-411	181	15	is	be	AUX
ijassa-411	181	16	engaged	engage	VERB
ijassa-411	181	17	by	by	ADP
ijassa-411	181	18	an	an	DET
ijassa-411	181	19	operation	operation	NOUN
ijassa-411	181	20	or	or	CCONJ
ijassa-411	181	21	query	query	NOUN
ijassa-411	181	22	,	,	PUNCT
ijassa-411	181	23	it	it	PRON
ijassa-411	181	24	is	be	AUX
ijassa-411	181	25	occupied	occupy	VERB
ijassa-411	181	26	for	for	ADP
ijassa-411	181	27	handing	hand	VERB
ijassa-411	181	28	out	out	ADP
ijassa-411	181	29	further	further	ADJ
ijassa-411	181	30	requests	request	NOUN
ijassa-411	181	31	.	.	PUNCT
ijassa-411	182	1	awaiting	await	VERB
ijassa-411	182	2	requests	request	NOUN
ijassa-411	182	3	have	have	VERB
ijassa-411	182	4	to	to	PART
ijassa-411	182	5	stay	stay	VERB
ijassa-411	182	6	for	for	SCONJ
ijassa-411	182	7	the	the	DET
ijassa-411	182	8	resources	resource	NOUN
ijassa-411	182	9	to	to	PART
ijassa-411	182	10	turn	turn	VERB
ijassa-411	182	11	out	out	ADP
ijassa-411	182	12	until	until	SCONJ
ijassa-411	182	13	the	the	DET
ijassa-411	182	14	resources	resource	NOUN
ijassa-411	182	15	have	have	AUX
ijassa-411	182	16	been	be	AUX
ijassa-411	182	17	freed	free	VERB
ijassa-411	182	18	by	by	ADP
ijassa-411	182	19	other	other	ADJ
ijassa-411	182	20	clients	client	NOUN
ijassa-411	182	21	.	.	PUNCT
ijassa-411	183	1	existing	exist	VERB
ijassa-411	183	2	woks	wok	NOUN
ijassa-411	183	3	such	such	ADJ
ijassa-411	183	4	as	as	ADP
ijassa-411	183	5	bargaining	bargaining	NOUN
ijassa-411	183	6	towards	towards	ADP
ijassa-411	183	7	maximized	maximized	ADJ
ijassa-411	183	8	resource	resource	NOUN
ijassa-411	183	9	utilization	utilization	NOUN
ijassa-411	183	10	in	in	ADP
ijassa-411	183	11	video	video	NOUN
ijassa-411	183	12	streaming	streaming	NOUN
ijassa-411	183	13	datacenters	datacenter	NOUN
ijassa-411	183	14	and	and	CCONJ
ijassa-411	183	15	ccs	ccs	PROPN
ijassa-411	183	16	using	use	VERB
ijassa-411	183	17	scientific	scientific	ADJ
ijassa-411	183	18	computing	computing	NOUN
ijassa-411	183	19	has	have	VERB
ijassa-411	183	20	higher	high	ADJ
ijassa-411	183	21	the	the	DET
ijassa-411	183	22	percentage	percentage	NOUN
ijassa-411	183	23	of	of	ADP
ijassa-411	183	24	time	time	NOUN
ijassa-411	183	25	that	that	PRON
ijassa-411	183	26	the	the	DET
ijassa-411	183	27	resource	resource	NOUN
ijassa-411	183	28	is	be	AUX
ijassa-411	183	29	occupied	occupy	VERB
ijassa-411	183	30	,	,	PUNCT
ijassa-411	183	31	the	the	PRON
ijassa-411	183	32	longer	long	ADJ
ijassa-411	183	33	each	each	DET
ijassa-411	183	34	operation	operation	NOUN
ijassa-411	183	35	must	must	AUX
ijassa-411	183	36	wait	wait	VERB
ijassa-411	183	37	for	for	ADP
ijassa-411	183	38	its	its	PRON
ijassa-411	183	39	turn	turn	NOUN
ijassa-411	183	40	.	.	PUNCT
ijassa-411	184	1	so	so	ADV
ijassa-411	184	2	,	,	PUNCT
ijassa-411	184	3	rather	rather	ADV
ijassa-411	184	4	than	than	ADP
ijassa-411	184	5	using	use	VERB
ijassa-411	184	6	existing	exist	VERB
ijassa-411	184	7	schemes	scheme	NOUN
ijassa-411	184	8	,	,	PUNCT
ijassa-411	184	9	the	the	DET
ijassa-411	184	10	s	s	PROPN
ijassa-411	184	11	-	-	PUNCT
ijassa-411	184	12	ora	ora	NOUN
ijassa-411	184	13	utilizes	utilize	VERB
ijassa-411	184	14	minimal	minimal	ADJ
ijassa-411	184	15	resources	resource	NOUN
ijassa-411	184	16	for	for	ADP
ijassa-411	184	17	transfer	transfer	NOUN
ijassa-411	184	18	of	of	ADP
ijassa-411	184	19	data	datum	NOUN
ijassa-411	184	20	which	which	PRON
ijassa-411	184	21	is	be	AUX
ijassa-411	184	22	handled	handle	VERB
ijassa-411	184	23	efficiently	efficiently	ADV
ijassa-411	185	1	98	98	NUM
ijassa-411	185	2	r.	r.	PROPN
ijassa-411	185	3	a.	a.	PROPN
ijassa-411	185	4	karthika	karthika	PROPN
ijassa-411	185	5	:	:	PUNCT
ijassa-411	185	6	optimized	optimize	VERB
ijassa-411	185	7	resource	resource	NOUN
ijassa-411	185	8	-	-	PUNCT
ijassa-411	185	9	to	to	ADP
ijassa-411	185	10	-	-	PUNCT
ijassa-411	185	11	task	task	NOUN
ijassa-411	185	12	scheduler	scheduler	NOUN
ijassa-411	185	13	for	for	ADP
ijassa-411	185	14	cloud	cloud	NOUN
ijassa-411	185	15	service	service	NOUN
ijassa-411	185	16	by	by	ADP
ijassa-411	185	17	the	the	DET
ijassa-411	185	18	scheduler	scheduler	NOUN
ijassa-411	185	19	with	with	ADP
ijassa-411	185	20	the	the	DET
ijassa-411	185	21	set	set	NOUN
ijassa-411	185	22	of	of	ADP
ijassa-411	185	23	cloud	cloud	NOUN
ijassa-411	185	24	instances	instance	NOUN
ijassa-411	185	25	.	.	PUNCT
ijassa-411	186	1	further	far	ADV
ijassa-411	186	2	,	,	PUNCT
ijassa-411	186	3	from	from	ADP
ijassa-411	186	4	the	the	DET
ijassa-411	186	5	table	table	NOUN
ijassa-411	186	6	3	3	NUM
ijassa-411	186	7	it	it	PRON
ijassa-411	186	8	is	be	AUX
ijassa-411	186	9	evident	evident	ADJ
ijassa-411	186	10	that	that	SCONJ
ijassa-411	186	11	s	s	NOUN
ijassa-411	186	12	-	-	PUNCT
ijassa-411	186	13	ora	ora	NOUN
ijassa-411	186	14	uses	use	VERB
ijassa-411	186	15	minimum	minimum	ADJ
ijassa-411	186	16	resources	resource	NOUN
ijassa-411	186	17	(	(	PUNCT
ijassa-411	186	18	50	50	NUM
ijassa-411	186	19	%	%	NOUN
ijassa-411	186	20	)	)	PUNCT
ijassa-411	186	21	whereas	whereas	SCONJ
ijassa-411	186	22	the	the	DET
ijassa-411	186	23	nash	nash	NOUN
ijassa-411	186	24	bargaining	bargaining	NOUN
ijassa-411	186	25	solutions	solution	NOUN
ijassa-411	186	26	uses	use	VERB
ijassa-411	186	27	(	(	PUNCT
ijassa-411	186	28	70	70	NUM
ijassa-411	186	29	%	%	NOUN
ijassa-411	186	30	)	)	PUNCT
ijassa-411	186	31	that	that	PRON
ijassa-411	186	32	is	be	AUX
ijassa-411	186	33	minimum	minimum	ADJ
ijassa-411	186	34	when	when	SCONJ
ijassa-411	186	35	compared	compare	VERB
ijassa-411	186	36	to	to	ADP
ijassa-411	186	37	the	the	DET
ijassa-411	186	38	ccs	ccs	PROPN
ijassa-411	186	39	(	(	PUNCT
ijassa-411	186	40	80	80	NUM
ijassa-411	186	41	%	%	NOUN
ijassa-411	186	42	)	)	PUNCT
ijassa-411	186	43	as	as	SCONJ
ijassa-411	186	44	the	the	DET
ijassa-411	186	45	nash	nash	NOUN
ijassa-411	186	46	bargaining	bargaining	NOUN
ijassa-411	186	47	solutions	solution	NOUN
ijassa-411	186	48	equips	equip	VERB
ijassa-411	186	49	the	the	DET
ijassa-411	186	50	pivot	pivot	NOUN
ijassa-411	186	51	point	point	NOUN
ijassa-411	186	52	which	which	PRON
ijassa-411	186	53	is	be	AUX
ijassa-411	186	54	determined	determine	VERB
ijassa-411	186	55	by	by	ADP
ijassa-411	186	56	the	the	DET
ijassa-411	186	57	user	user	NOUN
ijassa-411	186	58	,	,	PUNCT
ijassa-411	186	59	but	but	CCONJ
ijassa-411	186	60	comparatively	comparatively	ADV
ijassa-411	186	61	higher	high	ADJ
ijassa-411	186	62	to	to	ADP
ijassa-411	186	63	the	the	DET
ijassa-411	186	64	s	s	NOUN
ijassa-411	186	65	-	-	PUNCT
ijassa-411	186	66	ora	ora	NOUN
ijassa-411	186	67	as	as	SCONJ
ijassa-411	186	68	it	it	PRON
ijassa-411	186	69	uses	use	VERB
ijassa-411	186	70	the	the	DET
ijassa-411	186	71	scheduler	scheduler	NOUN
ijassa-411	186	72	-	-	PUNCT
ijassa-411	186	73	based	base	VERB
ijassa-411	186	74	cig	cig	PROPN
ijassa-411	186	75	resulting	result	VERB
ijassa-411	186	76	in	in	ADP
ijassa-411	186	77	minimum	minimum	ADJ
ijassa-411	186	78	resource	resource	NOUN
ijassa-411	186	79	utilization	utilization	NOUN
ijassa-411	186	80	.	.	PUNCT
ijassa-411	187	1	finally	finally	ADV
ijassa-411	187	2	,	,	PUNCT
ijassa-411	187	3	it	it	PRON
ijassa-411	187	4	is	be	AUX
ijassa-411	187	5	being	be	AUX
ijassa-411	187	6	observed	observe	VERB
ijassa-411	187	7	that	that	SCONJ
ijassa-411	187	8	the	the	DET
ijassa-411	187	9	scheduler	scheduler	NOUN
ijassa-411	187	10	-	-	PUNCT
ijassa-411	187	11	based	base	VERB
ijassa-411	187	12	optimal	optimal	ADJ
ijassa-411	187	13	resource	resource	NOUN
ijassa-411	187	14	allocation	allocation	NOUN
ijassa-411	187	15	technique	technique	NOUN
ijassa-411	187	16	efficiently	efficiently	ADV
ijassa-411	187	17	manage	manage	VERB
ijassa-411	187	18	the	the	DET
ijassa-411	187	19	resources	resource	NOUN
ijassa-411	187	20	and	and	CCONJ
ijassa-411	187	21	tasks	task	NOUN
ijassa-411	187	22	of	of	ADP
ijassa-411	187	23	the	the	DET
ijassa-411	187	24	nodes	node	NOUN
ijassa-411	187	25	in	in	ADP
ijassa-411	187	26	the	the	DET
ijassa-411	187	27	cloud	cloud	NOUN
ijassa-411	187	28	instances	instance	NOUN
ijassa-411	187	29	.	.	PUNCT
ijassa-411	188	1	by	by	ADP
ijassa-411	188	2	generating	generate	VERB
ijassa-411	188	3	the	the	DET
ijassa-411	188	4	scheduler	scheduler	NOUN
ijassa-411	188	5	-	-	PUNCT
ijassa-411	188	6	based	base	VERB
ijassa-411	188	7	cloud	cloud	NOUN
ijassa-411	188	8	interface	interface	NOUN
ijassa-411	188	9	,	,	PUNCT
ijassa-411	188	10	the	the	DET
ijassa-411	188	11	allocation	allocation	NOUN
ijassa-411	188	12	of	of	ADP
ijassa-411	188	13	resources	resource	NOUN
ijassa-411	188	14	is	be	AUX
ijassa-411	188	15	done	do	VERB
ijassa-411	188	16	in	in	ADP
ijassa-411	188	17	an	an	DET
ijassa-411	188	18	optimal	optimal	ADJ
ijassa-411	188	19	manner	manner	NOUN
ijassa-411	188	20	.	.	PUNCT
ijassa-411	189	1	7	7	NUM
ijassa-411	189	2	conclusion	conclusion	NOUN
ijassa-411	189	3	this	this	DET
ijassa-411	189	4	paper	paper	NOUN
ijassa-411	189	5	efficiently	efficiently	ADV
ijassa-411	189	6	analyzes	analyze	VERB
ijassa-411	189	7	and	and	CCONJ
ijassa-411	189	8	resolves	resolve	VERB
ijassa-411	189	9	the	the	DET
ijassa-411	189	10	issue	issue	NOUN
ijassa-411	189	11	of	of	ADP
ijassa-411	189	12	resource	resource	NOUN
ijassa-411	189	13	management	management	NOUN
ijassa-411	189	14	in	in	ADP
ijassa-411	189	15	cloud	cloud	NOUN
ijassa-411	189	16	environment	environment	NOUN
ijassa-411	189	17	by	by	ADP
ijassa-411	189	18	adapting	adapt	VERB
ijassa-411	189	19	scheduler	scheduler	NOUN
ijassa-411	189	20	-	-	PUNCT
ijassa-411	189	21	based	base	VERB
ijassa-411	189	22	optimal	optimal	ADJ
ijassa-411	189	23	resource	resource	NOUN
ijassa-411	189	24	allocation	allocation	NOUN
ijassa-411	189	25	technique	technique	NOUN
ijassa-411	189	26	.	.	PUNCT
ijassa-411	190	1	to	to	PART
ijassa-411	190	2	manage	manage	VERB
ijassa-411	190	3	the	the	DET
ijassa-411	190	4	resources	resource	NOUN
ijassa-411	190	5	in	in	ADP
ijassa-411	190	6	the	the	DET
ijassa-411	190	7	clouds	cloud	NOUN
ijassa-411	190	8	,	,	PUNCT
ijassa-411	190	9	the	the	DET
ijassa-411	190	10	cloud	cloud	NOUN
ijassa-411	190	11	interface	interface	NOUN
ijassa-411	190	12	is	be	AUX
ijassa-411	190	13	generated	generate	VERB
ijassa-411	190	14	primarily	primarily	ADV
ijassa-411	190	15	with	with	ADP
ijassa-411	190	16	the	the	DET
ijassa-411	190	17	help	help	NOUN
ijassa-411	190	18	of	of	ADP
ijassa-411	190	19	scheduler	scheduler	NOUN
ijassa-411	190	20	.	.	PUNCT
ijassa-411	191	1	with	with	ADP
ijassa-411	191	2	the	the	DET
ijassa-411	191	3	cloud	cloud	NOUN
ijassa-411	191	4	interface	interface	NOUN
ijassa-411	191	5	,	,	PUNCT
ijassa-411	191	6	the	the	DET
ijassa-411	191	7	resources	resource	NOUN
ijassa-411	191	8	and	and	CCONJ
ijassa-411	191	9	the	the	DET
ijassa-411	191	10	unassigned	unassigned	ADJ
ijassa-411	191	11	tasks	task	NOUN
ijassa-411	191	12	are	be	AUX
ijassa-411	191	13	balanced	balance	VERB
ijassa-411	191	14	efficiently	efficiently	ADV
ijassa-411	191	15	using	use	VERB
ijassa-411	191	16	the	the	DET
ijassa-411	191	17	scheduler	scheduler	NOUN
ijassa-411	191	18	.	.	PUNCT
ijassa-411	192	1	then	then	ADV
ijassa-411	192	2	the	the	DET
ijassa-411	192	3	improved	improved	ADJ
ijassa-411	192	4	dispatcher	dispatcher	ADJ
ijassa-411	192	5	algorithm	algorithm	NOUN
ijassa-411	192	6	is	be	AUX
ijassa-411	192	7	presented	present	VERB
ijassa-411	192	8	to	to	PART
ijassa-411	192	9	manage	manage	VERB
ijassa-411	192	10	the	the	DET
ijassa-411	192	11	resources	resource	NOUN
ijassa-411	192	12	and	and	CCONJ
ijassa-411	192	13	tasks	task	NOUN
ijassa-411	192	14	efficiently	efficiently	ADV
ijassa-411	192	15	in	in	ADP
ijassa-411	192	16	the	the	DET
ijassa-411	192	17	cloud	cloud	NOUN
ijassa-411	192	18	instances	instance	NOUN
ijassa-411	192	19	.	.	PUNCT
ijassa-411	193	1	the	the	DET
ijassa-411	193	2	scheduler	scheduler	NOUN
ijassa-411	193	3	-	-	PUNCT
ijassa-411	193	4	based	base	VERB
ijassa-411	193	5	optimal	optimal	ADJ
ijassa-411	193	6	resource	resource	NOUN
ijassa-411	193	7	allocation	allocation	NOUN
ijassa-411	193	8	using	use	VERB
ijassa-411	193	9	improved	improve	VERB
ijassa-411	193	10	dispatcher	dispatcher	ADJ
ijassa-411	193	11	algorithm	algorithm	NOUN
ijassa-411	193	12	is	be	AUX
ijassa-411	193	13	implemented	implement	VERB
ijassa-411	193	14	on	on	ADP
ijassa-411	193	15	amazon	amazon	PROPN
ijassa-411	193	16	ec2	ec2	PROPN
ijassa-411	193	17	as	as	ADP
ijassa-411	193	18	a	a	DET
ijassa-411	193	19	practical	practical	ADJ
ijassa-411	193	20	cloud	cloud	NOUN
ijassa-411	193	21	.	.	PUNCT
ijassa-411	194	1	the	the	DET
ijassa-411	194	2	obtained	obtain	VERB
ijassa-411	194	3	results	result	NOUN
ijassa-411	194	4	are	be	AUX
ijassa-411	194	5	compared	compare	VERB
ijassa-411	194	6	with	with	ADP
ijassa-411	194	7	the	the	DET
ijassa-411	194	8	existing	exist	VERB
ijassa-411	194	9	works	work	NOUN
ijassa-411	194	10	like	like	ADP
ijassa-411	194	11	bargaining	bargaining	NOUN
ijassa-411	194	12	towards	towards	ADP
ijassa-411	194	13	maximized	maximized	ADJ
ijassa-411	194	14	resource	resource	NOUN
ijassa-411	194	15	utilization	utilization	NOUN
ijassa-411	194	16	in	in	ADP
ijassa-411	194	17	video	video	NOUN
ijassa-411	194	18	streaming	streaming	NOUN
ijassa-411	194	19	datacenters	datacenter	NOUN
ijassa-411	194	20	,	,	PUNCT
ijassa-411	194	21	ccs	ccs	PROPN
ijassa-411	194	22	using	use	VERB
ijassa-411	194	23	scientific	scientific	ADJ
ijassa-411	194	24	computing	computing	NOUN
ijassa-411	194	25	.	.	PUNCT
ijassa-411	195	1	the	the	DET
ijassa-411	195	2	results	result	NOUN
ijassa-411	195	3	had	have	AUX
ijassa-411	195	4	shown	show	VERB
ijassa-411	195	5	that	that	SCONJ
ijassa-411	195	6	improper	improper	ADJ
ijassa-411	195	7	resource	resource	NOUN
ijassa-411	195	8	allocation	allocation	NOUN
ijassa-411	195	9	in	in	ADP
ijassa-411	195	10	the	the	DET
ijassa-411	195	11	existing	exist	VERB
ijassa-411	195	12	works	work	NOUN
ijassa-411	195	13	leads	lead	VERB
ijassa-411	195	14	to	to	PART
ijassa-411	195	15	decline	decline	VERB
ijassa-411	195	16	in	in	ADP
ijassa-411	195	17	resource	resource	NOUN
ijassa-411	195	18	utilization	utilization	NOUN
ijassa-411	195	19	.	.	PUNCT
ijassa-411	196	1	experimental	experimental	ADJ
ijassa-411	196	2	results	result	NOUN
ijassa-411	196	3	showed	show	VERB
ijassa-411	196	4	that	that	SCONJ
ijassa-411	196	5	using	use	VERB
ijassa-411	196	6	the	the	DET
ijassa-411	196	7	optimal	optimal	ADJ
ijassa-411	196	8	resource	resource	NOUN
ijassa-411	196	9	allocation	allocation	NOUN
ijassa-411	196	10	algorithm	algorithm	NOUN
ijassa-411	196	11	provides	provide	VERB
ijassa-411	196	12	at	at	ADP
ijassa-411	196	13	most	most	ADV
ijassa-411	196	14	5	5	NUM
ijassa-411	196	15	-	-	SYM
ijassa-411	196	16	10	10	NUM
ijassa-411	196	17	%	%	NOUN
ijassa-411	196	18	enhancement	enhancement	NOUN
ijassa-411	196	19	in	in	ADP
ijassa-411	196	20	resource	resource	NOUN
ijassa-411	196	21	consumption	consumption	NOUN
ijassa-411	196	22	than	than	ADP
ijassa-411	196	23	unique	unique	ADJ
ijassa-411	196	24	works	work	NOUN
ijassa-411	196	25	in	in	ADP
ijassa-411	196	26	commercial	commercial	ADJ
ijassa-411	196	27	cloud	cloud	NOUN
ijassa-411	196	28	instances	instance	NOUN
ijassa-411	196	29	.	.	PUNCT
ijassa-411	197	1	references	reference	NOUN
ijassa-411	197	2	[	[	X
ijassa-411	197	3	1	1	NUM
ijassa-411	197	4	]	]	PUNCT
ijassa-411	197	5	a.	a.	NOUN
ijassa-411	197	6	iosup	iosup	PROPN
ijassa-411	197	7	,	,	PUNCT
ijassa-411	197	8	s.	s.	PROPN
ijassa-411	197	9	ostermann	ostermann	PROPN
ijassa-411	197	10	,	,	PUNCT
ijassa-411	197	11	m.	m.	NOUN
ijassa-411	197	12	n.	n.	PROPN
ijassa-411	197	13	yigitbasi	yigitbasi	PROPN
ijassa-411	197	14	,	,	PUNCT
ijassa-411	197	15	r.	r.	PROPN
ijassa-411	197	16	prodan	prodan	PROPN
ijassa-411	197	17	,	,	PUNCT
ijassa-411	197	18	t.	t.	NOUN
ijassa-411	197	19	fahringer	fahringer	NOUN
ijassa-411	197	20	and	and	CCONJ
ijassa-411	197	21	d.	d.	PROPN
ijassa-411	197	22	h.	h.	PROPN
ijassa-411	197	23	j.	j.	PROPN
ijassa-411	197	24	epema	epema	PROPN
ijassa-411	197	25	.	.	PUNCT
ijassa-411	198	1	(	(	PUNCT
ijassa-411	198	2	2011	2011	NUM
ijassa-411	198	3	)	)	PUNCT
ijassa-411	198	4	,	,	PUNCT
ijassa-411	198	5	“	"	PUNCT
ijassa-411	198	6	performance	performance	NOUN
ijassa-411	198	7	analysis	analysis	NOUN
ijassa-411	198	8	of	of	ADP
ijassa-411	198	9	cloud	cloud	NOUN
ijassa-411	198	10	computing	computing	NOUN
ijassa-411	198	11	services	service	NOUN
ijassa-411	198	12	for	for	ADP
ijassa-411	198	13	many	many	ADJ
ijassa-411	198	14	-	-	PUNCT
ijassa-411	198	15	tasks	task	NOUN
ijassa-411	198	16	scientific	scientific	ADJ
ijassa-411	198	17	computing	computing	NOUN
ijassa-411	198	18	”	"	PUNCT
ijassa-411	198	19	,	,	PUNCT
ijassa-411	198	20	ieee	ieee	NOUN
ijassa-411	198	21	transactions	transaction	NOUN
ijassa-411	198	22	on	on	ADP
ijassa-411	198	23	parallel	parallel	ADJ
ijassa-411	198	24	and	and	CCONJ
ijassa-411	198	25	distributed	distributed	ADJ
ijassa-411	198	26	systems	system	NOUN
ijassa-411	198	27	,	,	PUNCT
ijassa-411	198	28	vol.22	vol.22	NOUN
ijassa-411	198	29	,	,	PUNCT
ijassa-411	198	30	pp.931	pp.931	PROPN
ijassa-411	198	31	-	-	PUNCT
ijassa-411	198	32	945	945	NUM
ijassa-411	198	33	.	.	PUNCT
ijassa-411	199	1	[	[	X
ijassa-411	199	2	2	2	NUM
ijassa-411	199	3	]	]	PUNCT
ijassa-411	199	4	yuan	yuan	NOUN
ijassa-411	199	5	feng	feng	PROPN
ijassa-411	199	6	,	,	PUNCT
ijassa-411	199	7	baochun	baochun	PROPN
ijassa-411	199	8	li	li	PROPN
ijassa-411	199	9	and	and	CCONJ
ijassa-411	199	10	bo	bo	PROPN
ijassa-411	199	11	li	li	PROPN
ijassa-411	199	12	.	.	PROPN
ijassa-411	199	13	(	(	PUNCT
ijassa-411	199	14	2012	2012	NUM
ijassa-411	199	15	)	)	PUNCT
ijassa-411	199	16	,	,	PUNCT
ijassa-411	199	17	“	"	PUNCT
ijassa-411	199	18	bargaining	bargaining	NOUN
ijassa-411	199	19	towards	towards	ADP
ijassa-411	199	20	maximized	maximized	ADJ
ijassa-411	199	21	resource	resource	NOUN
ijassa-411	199	22	utilization	utilization	NOUN
ijassa-411	199	23	in	in	ADP
ijassa-411	199	24	video	video	NOUN
ijassa-411	199	25	streaming	streaming	NOUN
ijassa-411	199	26	datacenters	datacenter	NOUN
ijassa-411	199	27	”	"	PUNCT
ijassa-411	199	28	,	,	PUNCT
ijassa-411	199	29	ieee	ieee	PROPN
ijassa-411	199	30	infocom	infocom	PROPN
ijassa-411	199	31	,	,	PUNCT
ijassa-411	199	32	no.25	no.25	PROPN
ijassa-411	199	33	-	-	PUNCT
ijassa-411	199	34	30	30	NUM
ijassa-411	199	35	,	,	PUNCT
ijassa-411	199	36	pp.1134	pp.1134	PROPN
ijassa-411	199	37	-	-	PUNCT
ijassa-411	199	38	1142	1142	NUM
ijassa-411	199	39	.	.	PUNCT
ijassa-411	200	1	[	[	X
ijassa-411	200	2	3	3	X
ijassa-411	200	3	]	]	X
ijassa-411	200	4	v.	v.	PROPN
ijassa-411	200	5	khoshdel	khoshdel	PROPN
ijassa-411	200	6	,	,	PUNCT
ijassa-411	200	7	s.	s.	PROPN
ijassa-411	200	8	a.	a.	PROPN
ijassa-411	200	9	motamedi	motamedi	PROPN
ijassa-411	200	10	,	,	PUNCT
ijassa-411	200	11	s.	s.	PROPN
ijassa-411	200	12	sharifian	sharifian	PROPN
ijassa-411	200	13	and	and	CCONJ
ijassa-411	200	14	m.	m.	NOUN
ijassa-411	200	15	farhadi	farhadi	PROPN
ijassa-411	200	16	(	(	PUNCT
ijassa-411	200	17	2011	2011	NUM
ijassa-411	200	18	)	)	PUNCT
ijassa-411	200	19	,	,	PUNCT
ijassa-411	200	20	“	"	PUNCT
ijassa-411	200	21	a	a	DET
ijassa-411	200	22	new	new	ADJ
ijassa-411	200	23	approach	approach	NOUN
ijassa-411	200	24	for	for	ADP
ijassa-411	200	25	optimum	optimum	ADJ
ijassa-411	200	26	resource	resource	NOUN
ijassa-411	200	27	utilization	utilization	NOUN
ijassa-411	200	28	in	in	ADP
ijassa-411	200	29	cloud	cloud	NOUN
ijassa-411	200	30	computing	computing	NOUN
ijassa-411	200	31	environadvances	environadvance	NOUN
ijassa-411	200	32	in	in	ADP
ijassa-411	200	33	systems	system	NOUN
ijassa-411	200	34	science	science	NOUN
ijassa-411	200	35	and	and	CCONJ
ijassa-411	200	36	applications	application	NOUN
ijassa-411	200	37	(	(	PUNCT
ijassa-411	200	38	2014	2014	NUM
ijassa-411	200	39	)	)	PUNCT
ijassa-411	200	40	vol.14	vol.14	NOUN
ijassa-411	200	41	no.1	no.1	X
ijassa-411	200	42	99	99	NUM
ijassa-411	200	43	ments	ment	NOUN
ijassa-411	200	44	”	"	PUNCT
ijassa-411	200	45	,	,	PUNCT
ijassa-411	200	46	international	international	ADJ
ijassa-411	200	47	econference	econference	NOUN
ijassa-411	200	48	on	on	ADP
ijassa-411	200	49	computer	computer	NOUN
ijassa-411	200	50	&	&	CCONJ
ijassa-411	200	51	knowledge	knowledge	PROPN
ijassa-411	200	52	engineering	engineering	PROPN
ijassa-411	200	53	,	,	PUNCT
ijassa-411	200	54	no.13	no.13	PROPN
ijassa-411	200	55	-	-	PUNCT
ijassa-411	200	56	14	14	NUM
ijassa-411	200	57	,	,	PUNCT
ijassa-411	200	58	pp.314	pp.314	NOUN
ijassa-411	200	59	-	-	PUNCT
ijassa-411	200	60	321	321	NUM
ijassa-411	200	61	.	.	PUNCT
ijassa-411	201	1	[	[	X
ijassa-411	201	2	4	4	X
ijassa-411	201	3	]	]	X
ijassa-411	201	4	deepak	deepak	PROPN
ijassa-411	201	5	mishra	mishra	PROPN
ijassa-411	201	6	and	and	CCONJ
ijassa-411	201	7	manish	manish	PROPN
ijassa-411	201	8	shrivastava	shrivastava	PROPN
ijassa-411	201	9	(	(	PUNCT
ijassa-411	201	10	2012	2012	NUM
ijassa-411	201	11	)	)	PUNCT
ijassa-411	201	12	,	,	PUNCT
ijassa-411	201	13	“	"	PUNCT
ijassa-411	201	14	optimal	optimal	ADJ
ijassa-411	201	15	service	service	NOUN
ijassa-411	201	16	pricing	pricing	NOUN
ijassa-411	201	17	for	for	ADP
ijassa-411	201	18	cloud	cloud	NOUN
ijassa-411	201	19	based	base	VERB
ijassa-411	201	20	services	service	NOUN
ijassa-411	201	21	”	"	PUNCT
ijassa-411	201	22	,	,	PUNCT
ijassa-411	201	23	journal	journal	NOUN
ijassa-411	201	24	of	of	ADP
ijassa-411	201	25	soft	soft	ADJ
ijassa-411	201	26	computing	computing	NOUN
ijassa-411	201	27	&	&	CCONJ
ijassa-411	201	28	engineering	engineering	PROPN
ijassa-411	201	29	,	,	PUNCT
ijassa-411	201	30	vol.2	vol.2	PROPN
ijassa-411	201	31	,	,	PUNCT
ijassa-411	201	32	pp.531	pp.531	PROPN
ijassa-411	201	33	-	-	PUNCT
ijassa-411	201	34	540	540	NUM
ijassa-411	201	35	.	.	PUNCT
ijassa-411	202	1	[	[	X
ijassa-411	202	2	5	5	X
ijassa-411	202	3	]	]	X
ijassa-411	202	4	han	han	PROPN
ijassa-411	202	5	zhao	zhao	PROPN
ijassa-411	202	6	,	,	PUNCT
ijassa-411	202	7	miao	miao	PROPN
ijassa-411	202	8	pan	pan	PROPN
ijassa-411	202	9	,	,	PUNCT
ijassa-411	202	10	xinxin	xinxin	PROPN
ijassa-411	202	11	liu	liu	PROPN
ijassa-411	202	12	,	,	PUNCT
ijassa-411	202	13	xiaolin	xiaolin	PROPN
ijassa-411	202	14	li	li	PROPN
ijassa-411	202	15	,	,	PUNCT
ijassa-411	202	16	yuguang	yuguang	PROPN
ijassa-411	202	17	fang	fang	PROPN
ijassa-411	202	18	.	.	PUNCT
ijassa-411	202	19	(	(	PUNCT
ijassa-411	202	20	2012	2012	NUM
ijassa-411	202	21	)	)	PUNCT
ijassa-411	202	22	,	,	PUNCT
ijassa-411	202	23	“	"	PUNCT
ijassa-411	202	24	optimal	optimal	ADJ
ijassa-411	202	25	resource	resource	NOUN
ijassa-411	202	26	rental	rental	NOUN
ijassa-411	202	27	planning	planning	NOUN
ijassa-411	202	28	for	for	ADP
ijassa-411	202	29	elastic	elastic	ADJ
ijassa-411	202	30	applications	application	NOUN
ijassa-411	202	31	in	in	ADP
ijassa-411	202	32	cloud	cloud	ADJ
ijassa-411	202	33	market	market	NOUN
ijassa-411	202	34	”	"	PUNCT
ijassa-411	202	35	,	,	PUNCT
ijassa-411	202	36	ieee	ieee	NOUN
ijassa-411	202	37	26th	26th	NOUN
ijassa-411	202	38	ipdps	ipdps	NOUN
ijassa-411	202	39	,	,	PUNCT
ijassa-411	202	40	pp.808	pp.808	NOUN
ijassa-411	202	41	-	-	PUNCT
ijassa-411	202	42	819	819	NUM
ijassa-411	202	43	.	.	PUNCT
ijassa-411	203	1	[	[	X
ijassa-411	203	2	6	6	NUM
ijassa-411	203	3	]	]	PUNCT
ijassa-411	203	4	m.	m.	NOUN
ijassa-411	203	5	punceva	punceva	PROPN
ijassa-411	203	6	,	,	PUNCT
ijassa-411	203	7	i.	i.	NOUN
ijassa-411	203	8	rodero	rodero	PROPN
ijassa-411	203	9	,	,	PUNCT
ijassa-411	203	10	m.	m.	NOUN
ijassa-411	203	11	parashar	parashar	PROPN
ijassa-411	203	12	,	,	PUNCT
ijassa-411	203	13	o.	o.	PROPN
ijassa-411	203	14	f.	f.	PROPN
ijassa-411	203	15	rana	rana	PROPN
ijassa-411	203	16	,	,	PUNCT
ijassa-411	203	17	i.	i.	PROPN
ijassa-411	203	18	petri	petri	PROPN
ijassa-411	203	19	.	.	PUNCT
ijassa-411	204	1	(	(	PUNCT
ijassa-411	204	2	2012	2012	NUM
ijassa-411	204	3	)	)	PUNCT
ijassa-411	204	4	,	,	PUNCT
ijassa-411	204	5	“	"	PUNCT
ijassa-411	204	6	incentivising	incentivise	VERB
ijassa-411	204	7	resource	resource	NOUN
ijassa-411	204	8	sharing	sharing	NOUN
ijassa-411	204	9	in	in	ADP
ijassa-411	204	10	social	social	ADJ
ijassa-411	204	11	clouds	cloud	NOUN
ijassa-411	204	12	”	"	PUNCT
ijassa-411	204	13	,	,	PUNCT
ijassa-411	204	14	ieee	ieee	NOUN
ijassa-411	204	15	international	international	ADJ
ijassa-411	204	16	workshop	workshop	NOUN
ijassa-411	204	17	on	on	ADP
ijassa-411	204	18	infrastructure	infrastructure	NOUN
ijassa-411	204	19	for	for	ADP
ijassa-411	204	20	collaborative	collaborative	ADJ
ijassa-411	204	21	enterprises	enterprise	NOUN
ijassa-411	204	22	,	,	PUNCT
ijassa-411	204	23	pp.185	pp.185	NOUN
ijassa-411	204	24	-	-	PUNCT
ijassa-411	204	25	190	190	NUM
ijassa-411	204	26	.	.	PUNCT
ijassa-411	205	1	[	[	X
ijassa-411	205	2	7	7	X
ijassa-411	205	3	]	]	PUNCT
ijassa-411	205	4	k.	k.	PROPN
ijassa-411	205	5	patel	patel	PROPN
ijassa-411	205	6	,	,	PUNCT
ijassa-411	205	7	m.	m.	NOUN
ijassa-411	205	8	annavaram	annavaram	PROPN
ijassa-411	205	9	,	,	PUNCT
ijassa-411	205	10	m.	m.	NOUN
ijassa-411	205	11	pedram	pedram	PROPN
ijassa-411	205	12	,	,	PUNCT
ijassa-411	205	13	nfra	nfra	NOUN
ijassa-411	205	14	.	.	PUNCT
ijassa-411	206	1	(	(	PUNCT
ijassa-411	206	2	2013	2013	NUM
ijassa-411	206	3	)	)	PUNCT
ijassa-411	206	4	,	,	PUNCT
ijassa-411	206	5	“	"	PUNCT
ijassa-411	206	6	generalized	generalized	ADJ
ijassa-411	206	7	network	network	NOUN
ijassa-411	206	8	flow	flow	NOUN
ijassa-411	206	9	based	base	VERB
ijassa-411	206	10	resource	resource	NOUN
ijassa-411	206	11	allocation	allocation	NOUN
ijassa-411	206	12	for	for	ADP
ijassa-411	206	13	hosting	host	VERB
ijassa-411	206	14	centers	center	NOUN
ijassa-411	206	15	”	"	PUNCT
ijassa-411	206	16	,	,	PUNCT
ijassa-411	206	17	ieee	ieee	NOUN
ijassa-411	206	18	transactions	transaction	NOUN
ijassa-411	206	19	on	on	ADP
ijassa-411	206	20	computers	computer	NOUN
ijassa-411	206	21	,	,	PUNCT
ijassa-411	206	22	vol.62	vol.62	NOUN
ijassa-411	206	23	,	,	PUNCT
ijassa-411	206	24	pp.1772	pp.1772	PROPN
ijassa-411	206	25	-	-	NOUN
ijassa-411	206	26	1785	1785	NUM
ijassa-411	206	27	.	.	PUNCT
ijassa-411	207	1	[	[	X
ijassa-411	207	2	8	8	NUM
ijassa-411	207	3	]	]	PUNCT
ijassa-411	207	4	s.	s.	PROPN
ijassa-411	207	5	chaisiri	chaisiri	PROPN
ijassa-411	207	6	,	,	PUNCT
ijassa-411	207	7	bu	bu	PROPN
ijassa-411	207	8	-	-	PUNCT
ijassa-411	207	9	sung	sung	ADJ
ijassa-411	207	10	lee	lee	PROPN
ijassa-411	207	11	,	,	PUNCT
ijassa-411	207	12	d.	d.	PROPN
ijassa-411	207	13	niyato	niyato	PROPN
ijassa-411	207	14	.	.	PUNCT
ijassa-411	208	1	(	(	PUNCT
ijassa-411	208	2	2012	2012	NUM
ijassa-411	208	3	)	)	PUNCT
ijassa-411	208	4	,	,	PUNCT
ijassa-411	208	5	“	"	PUNCT
ijassa-411	208	6	optimization	optimization	NOUN
ijassa-411	208	7	of	of	ADP
ijassa-411	208	8	resource	resource	NOUN
ijassa-411	208	9	provisioning	provisioning	NOUN
ijassa-411	208	10	cost	cost	NOUN
ijassa-411	208	11	in	in	ADP
ijassa-411	208	12	cloud	cloud	ADJ
ijassa-411	208	13	computing	computing	NOUN
ijassa-411	208	14	”	"	PUNCT
ijassa-411	208	15	,	,	PUNCT
ijassa-411	208	16	ieee	ieee	NOUN
ijassa-411	208	17	transactions	transaction	NOUN
ijassa-411	208	18	on	on	ADP
ijassa-411	208	19	services	service	NOUN
ijassa-411	208	20	computing	computing	NOUN
ijassa-411	208	21	,	,	PUNCT
ijassa-411	208	22	vol.5	vol.5	PROPN
ijassa-411	208	23	,	,	PUNCT
ijassa-411	208	24	pp.164	pp.164	NOUN
ijassa-411	208	25	-	-	PUNCT
ijassa-411	208	26	177	177	NUM
ijassa-411	208	27	.	.	PUNCT
ijassa-411	209	1	[	[	X
ijassa-411	209	2	9	9	NUM
ijassa-411	209	3	]	]	PUNCT
ijassa-411	209	4	s.	s.	PROPN
ijassa-411	209	5	sundareswaran	sundareswaran	PROPN
ijassa-411	209	6	,	,	PUNCT
ijassa-411	209	7	a.	a.	PROPN
ijassa-411	209	8	c.	c.	PROPN
ijassa-411	209	9	squicciarini	squicciarini	PROPN
ijassa-411	209	10	,	,	PUNCT
ijassa-411	209	11	d.	d.	PROPN
ijassa-411	209	12	lin	lin	PROPN
ijassa-411	209	13	.	.	PUNCT
ijassa-411	210	1	(	(	PUNCT
ijassa-411	210	2	2012	2012	NUM
ijassa-411	210	3	)	)	PUNCT
ijassa-411	210	4	,	,	PUNCT
ijassa-411	210	5	“	"	PUNCT
ijassa-411	210	6	ensuring	ensure	VERB
ijassa-411	210	7	distributed	distribute	VERB
ijassa-411	210	8	accountability	accountability	NOUN
ijassa-411	210	9	for	for	ADP
ijassa-411	210	10	data	datum	NOUN
ijassa-411	210	11	sharing	sharing	NOUN
ijassa-411	210	12	in	in	ADP
ijassa-411	210	13	the	the	DET
ijassa-411	210	14	cloud	cloud	NOUN
ijassa-411	210	15	”	"	PUNCT
ijassa-411	210	16	,	,	PUNCT
ijassa-411	210	17	ieee	ieee	NOUN
ijassa-411	210	18	transactions	transaction	NOUN
ijassa-411	210	19	on	on	ADP
ijassa-411	210	20	dependable	dependable	ADJ
ijassa-411	210	21	&	&	CCONJ
ijassa-411	210	22	secure	secure	ADJ
ijassa-411	210	23	computing	computing	NOUN
ijassa-411	210	24	,	,	PUNCT
ijassa-411	210	25	vol.9	vol.9	PROPN
ijassa-411	210	26	,	,	PUNCT
ijassa-411	210	27	pp.556	pp.556	NOUN
ijassa-411	210	28	-	-	SYM
ijassa-411	210	29	568	568	NUM
ijassa-411	210	30	.	.	PUNCT
ijassa-411	211	1	[	[	X
ijassa-411	211	2	10	10	NUM
ijassa-411	211	3	]	]	X
ijassa-411	211	4	beaumont	beaumont	NOUN
ijassa-411	211	5	olivier	olivier	NOUN
ijassa-411	211	6	,	,	PUNCT
ijassa-411	211	7	eyraud	eyraud	ADJ
ijassa-411	211	8	-	-	PUNCT
ijassa-411	211	9	dubois	dubois	PROPN
ijassa-411	211	10	lionel	lionel	NOUN
ijassa-411	211	11	,	,	PUNCT
ijassa-411	211	12	thraves	thraves	PROPN
ijassa-411	211	13	caro	caro	PROPN
ijassa-411	211	14	christopher	christopher	PROPN
ijassa-411	211	15	,	,	PUNCT
ijassa-411	211	16	rejeb	rejeb	PROPN
ijassa-411	211	17	hejer	hejer	NOUN
ijassa-411	211	18	.	.	PUNCT
ijassa-411	212	1	(	(	PUNCT
ijassa-411	212	2	2013	2013	NUM
ijassa-411	212	3	)	)	PUNCT
ijassa-411	212	4	,	,	PUNCT
ijassa-411	212	5	“	"	PUNCT
ijassa-411	212	6	heterogeneous	heterogeneous	ADJ
ijassa-411	212	7	resource	resource	NOUN
ijassa-411	212	8	allocation	allocation	NOUN
ijassa-411	212	9	under	under	ADP
ijassa-411	212	10	degree	degree	NOUN
ijassa-411	212	11	constraints	constraint	NOUN
ijassa-411	212	12	”	"	PUNCT
ijassa-411	212	13	ieee	ieee	NOUN
ijassa-411	212	14	transactions	transaction	NOUN
ijassa-411	212	15	on	on	ADP
ijassa-411	212	16	parallel	parallel	ADJ
ijassa-411	212	17	and	and	CCONJ
ijassa-411	212	18	distributed	distributed	ADJ
ijassa-411	212	19	systems	system	NOUN
ijassa-411	212	20	,	,	PUNCT
ijassa-411	212	21	vol.24	vol.24	NOUN
ijassa-411	212	22	,	,	PUNCT
ijassa-411	212	23	pp.926	pp.926	NOUN
ijassa-411	212	24	-	-	SYM
ijassa-411	212	25	937	937	NUM
ijassa-411	212	26	.	.	PUNCT
ijassa-411	213	1	[	[	X
ijassa-411	213	2	11	11	NUM
ijassa-411	213	3	]	]	X
ijassa-411	213	4	yang	yang	PROPN
ijassa-411	213	5	tang	tang	PROPN
ijassa-411	213	6	,	,	PUNCT
ijassa-411	213	7	p.	p.	NOUN
ijassa-411	213	8	p.	p.	PROPN
ijassa-411	214	1	c.	c.	PROPN
ijassa-411	214	2	lee	lee	PROPN
ijassa-411	214	3	,	,	PUNCT
ijassa-411	214	4	j.	j.	PROPN
ijassa-411	214	5	c.	c.	PROPN
ijassa-411	214	6	s.	s.	PROPN
ijassa-411	214	7	lui	lui	PROPN
ijassa-411	214	8	,	,	PUNCT
ijassa-411	214	9	r.	r.	PROPN
ijassa-411	214	10	perlman	perlman	PROPN
ijassa-411	214	11	.	.	PUNCT
ijassa-411	215	1	(	(	PUNCT
ijassa-411	215	2	2012	2012	NUM
ijassa-411	215	3	)	)	PUNCT
ijassa-411	215	4	,	,	PUNCT
ijassa-411	215	5	“	"	PUNCT
ijassa-411	215	6	secure	secure	ADJ
ijassa-411	215	7	overlay	overlay	NOUN
ijassa-411	215	8	cloud	cloud	NOUN
ijassa-411	215	9	storage	storage	NOUN
ijassa-411	215	10	with	with	ADP
ijassa-411	215	11	access	access	NOUN
ijassa-411	215	12	control	control	NOUN
ijassa-411	215	13	and	and	CCONJ
ijassa-411	215	14	assured	assured	ADJ
ijassa-411	215	15	deletion	deletion	NOUN
ijassa-411	215	16	”	"	PUNCT
ijassa-411	215	17	,	,	PUNCT
ijassa-411	215	18	ieee	ieee	NOUN
ijassa-411	215	19	transactions	transaction	NOUN
ijassa-411	215	20	on	on	ADP
ijassa-411	215	21	dependable	dependable	ADJ
ijassa-411	215	22	&	&	CCONJ
ijassa-411	215	23	secure	secure	ADJ
ijassa-411	215	24	computing	computing	NOUN
ijassa-411	215	25	,	,	PUNCT
ijassa-411	215	26	vol.9	vol.9	PROPN
ijassa-411	215	27	,	,	PUNCT
ijassa-411	215	28	pp.903	pp.903	PROPN
ijassa-411	215	29	-	-	PUNCT
ijassa-411	215	30	916	916	NUM
ijassa-411	215	31	.	.	PUNCT
ijassa-411	216	1	[	[	X
ijassa-411	216	2	12	12	NUM
ijassa-411	216	3	]	]	X
ijassa-411	216	4	qian	qian	PROPN
ijassa-411	216	5	wang	wang	PROPN
ijassa-411	216	6	,	,	PUNCT
ijassa-411	216	7	cong	cong	PROPN
ijassa-411	216	8	wang	wang	PROPN
ijassa-411	216	9	,	,	PUNCT
ijassa-411	216	10	kui	kui	PROPN
ijassa-411	216	11	ren	ren	PROPN
ijassa-411	216	12	,	,	PUNCT
ijassa-411	216	13	wenjing	wenje	VERB
ijassa-411	216	14	lou	lou	PROPN
ijassa-411	216	15	,	,	PUNCT
ijassa-411	216	16	jin	jin	PROPN
ijassa-411	216	17	li	li	PROPN
ijassa-411	216	18	.	.	PROPN
ijassa-411	216	19	(	(	PUNCT
ijassa-411	216	20	2011	2011	NUM
ijassa-411	216	21	)	)	PUNCT
ijassa-411	216	22	,	,	PUNCT
ijassa-411	216	23	“	"	PUNCT
ijassa-411	216	24	enabling	enable	VERB
ijassa-411	216	25	public	public	ADJ
ijassa-411	216	26	auditability	auditability	NOUN
ijassa-411	216	27	and	and	CCONJ
ijassa-411	216	28	data	data	NOUN
ijassa-411	216	29	dynamics	dynamic	NOUN
ijassa-411	216	30	for	for	ADP
ijassa-411	216	31	storage	storage	NOUN
ijassa-411	216	32	security	security	NOUN
ijassa-411	216	33	in	in	ADP
ijassa-411	216	34	cloud	cloud	NOUN
ijassa-411	216	35	computing	computing	NOUN
ijassa-411	216	36	”	"	PUNCT
ijassa-411	216	37	,	,	PUNCT
ijassa-411	216	38	ieee	ieee	NOUN
ijassa-411	216	39	transactions	transaction	NOUN
ijassa-411	216	40	on	on	ADP
ijassa-411	216	41	parallel	parallel	ADJ
ijassa-411	216	42	and	and	CCONJ
ijassa-411	216	43	distributed	distributed	ADJ
ijassa-411	216	44	systems	system	NOUN
ijassa-411	216	45	,	,	PUNCT
ijassa-411	216	46	vol.22	vol.22	NOUN
ijassa-411	216	47	,	,	PUNCT
ijassa-411	216	48	pp.847	pp.847	PROPN
ijassa-411	216	49	-	-	PUNCT
ijassa-411	216	50	859	859	NUM
ijassa-411	216	51	.	.	PUNCT
ijassa-411	217	1	[	[	X
ijassa-411	217	2	13	13	NUM
ijassa-411	217	3	]	]	X
ijassa-411	217	4	shu	shu	PROPN
ijassa-411	217	5	-	-	PUNCT
ijassa-411	217	6	ching	ching	PROPN
ijassa-411	217	7	wang	wang	PROPN
ijassa-411	217	8	,	,	PUNCT
ijassa-411	217	9	kuo	kuo	PROPN
ijassa-411	217	10	-	-	PUNCT
ijassa-411	217	11	qin	qin	PROPN
ijassa-411	217	12	yan	yan	PROPN
ijassa-411	217	13	,	,	PUNCT
ijassa-411	217	14	shun	shun	PROPN
ijassa-411	217	15	-	-	PUNCT
ijassa-411	217	16	sheng	sheng	PROPN
ijassa-411	217	17	wang	wang	PROPN
ijassa-411	217	18	,	,	PUNCT
ijassa-411	217	19	ching	ching	PROPN
ijassa-411	217	20	-	-	PUNCT
ijassa-411	217	21	wei	wei	PROPN
ijassa-411	217	22	chen	chen	PROPN
ijassa-411	217	23	.	.	PUNCT
ijassa-411	218	1	(	(	PUNCT
ijassa-411	218	2	2011	2011	NUM
ijassa-411	218	3	)	)	PUNCT
ijassa-411	218	4	,	,	PUNCT
ijassa-411	218	5	“	"	PUNCT
ijassa-411	218	6	a	a	DET
ijassa-411	218	7	three	three	NUM
ijassa-411	218	8	-	-	PUNCT
ijassa-411	218	9	phases	phase	NOUN
ijassa-411	218	10	scheduling	scheduling	NOUN
ijassa-411	218	11	in	in	ADP
ijassa-411	218	12	a	a	DET
ijassa-411	218	13	hierarchical	hierarchical	ADJ
ijassa-411	218	14	cloud	cloud	NOUN
ijassa-411	218	15	computing	computing	NOUN
ijassa-411	218	16	network	network	NOUN
ijassa-411	218	17	”	"	PUNCT
ijassa-411	218	18	,	,	PUNCT
ijassa-411	218	19	third	third	ADJ
ijassa-411	218	20	international	international	ADJ
ijassa-411	218	21	conference	conference	NOUN
ijassa-411	218	22	on	on	ADP
ijassa-411	218	23	communications	communication	NOUN
ijassa-411	218	24	&	&	CCONJ
ijassa-411	218	25	mobile	mobile	PROPN
ijassa-411	218	26	computing	computing	PROPN
ijassa-411	218	27	,	,	PUNCT
ijassa-411	218	28	pp.114	pp.114	PROPN
ijassa-411	218	29	-	-	PUNCT
ijassa-411	218	30	117	117	NUM
ijassa-411	218	31	.	.	NOUN
ijassa-411	218	32	100	100	NUM
ijassa-411	218	33	r.	r.	PROPN
ijassa-411	218	34	a.	a.	PROPN
ijassa-411	218	35	karthika	karthika	PROPN
ijassa-411	218	36	:	:	PUNCT
ijassa-411	218	37	optimized	optimize	VERB
ijassa-411	218	38	resource	resource	NOUN
ijassa-411	218	39	-	-	PUNCT
ijassa-411	218	40	to	to	ADP
ijassa-411	218	41	-	-	PUNCT
ijassa-411	218	42	task	task	NOUN
ijassa-411	218	43	scheduler	scheduler	NOUN
ijassa-411	218	44	for	for	ADP
ijassa-411	218	45	cloud	cloud	NOUN
ijassa-411	218	46	service	service	NOUN
ijassa-411	219	1	[	[	X
ijassa-411	219	2	14	14	NUM
ijassa-411	219	3	]	]	X
ijassa-411	219	4	d.	d.	PROPN
ijassa-411	219	5	warneke	warneke	PROPN
ijassa-411	219	6	,	,	PUNCT
ijassa-411	219	7	odej	odej	ADJ
ijassa-411	219	8	kao	kao	PROPN
ijassa-411	219	9	.	.	PUNCT
ijassa-411	219	10	(	(	PUNCT
ijassa-411	219	11	2011	2011	NUM
ijassa-411	219	12	)	)	PUNCT
ijassa-411	219	13	,	,	PUNCT
ijassa-411	219	14	“	"	PUNCT
ijassa-411	219	15	exploiting	exploit	VERB
ijassa-411	219	16	dynamic	dynamic	ADJ
ijassa-411	219	17	resource	resource	NOUN
ijassa-411	219	18	allocation	allocation	NOUN
ijassa-411	219	19	for	for	ADP
ijassa-411	219	20	efficient	efficient	ADJ
ijassa-411	219	21	parallel	parallel	ADJ
ijassa-411	219	22	data	datum	NOUN
ijassa-411	219	23	processing	processing	NOUN
ijassa-411	219	24	in	in	ADP
ijassa-411	219	25	the	the	DET
ijassa-411	219	26	cloud	cloud	NOUN
ijassa-411	219	27	”	"	PUNCT
ijassa-411	219	28	,	,	PUNCT
ijassa-411	219	29	ieee	ieee	NOUN
ijassa-411	219	30	transactions	transaction	NOUN
ijassa-411	219	31	on	on	ADP
ijassa-411	219	32	parallel	parallel	ADJ
ijassa-411	219	33	and	and	CCONJ
ijassa-411	219	34	distributed	distributed	ADJ
ijassa-411	219	35	systems	system	NOUN
ijassa-411	219	36	,	,	PUNCT
ijassa-411	219	37	vol.22	vol.22	NOUN
ijassa-411	219	38	,	,	PUNCT
ijassa-411	219	39	pp.985	pp.985	NOUN
ijassa-411	219	40	-	-	PUNCT
ijassa-411	219	41	997	997	NUM
ijassa-411	219	42	.	.	PUNCT
ijassa-411	220	1	[	[	X
ijassa-411	220	2	15	15	NUM
ijassa-411	220	3	]	]	X
ijassa-411	220	4	f.	f.	PROPN
ijassa-411	220	5	wuhib	wuhib	PROPN
ijassa-411	220	6	,	,	PUNCT
ijassa-411	220	7	r.	r.	PROPN
ijassa-411	220	8	stadler	stadler	PROPN
ijassa-411	220	9	,	,	PUNCT
ijassa-411	220	10	m.	m.	NOUN
ijassa-411	220	11	spreitzer	spreitzer	NOUN
ijassa-411	220	12	.	.	PUNCT
ijassa-411	221	1	(	(	PUNCT
ijassa-411	221	2	2012	2012	NUM
ijassa-411	221	3	)	)	PUNCT
ijassa-411	221	4	,	,	PUNCT
ijassa-411	221	5	“	"	PUNCT
ijassa-411	221	6	a	a	DET
ijassa-411	221	7	gossip	gossip	NOUN
ijassa-411	221	8	protocol	protocol	NOUN
ijassa-411	221	9	for	for	ADP
ijassa-411	221	10	dynamic	dynamic	ADJ
ijassa-411	221	11	resource	resource	NOUN
ijassa-411	221	12	management	management	NOUN
ijassa-411	221	13	in	in	ADP
ijassa-411	221	14	large	large	ADJ
ijassa-411	221	15	cloud	cloud	ADJ
ijassa-411	221	16	environments	environment	NOUN
ijassa-411	221	17	”	"	PUNCT
ijassa-411	221	18	,	,	PUNCT
ijassa-411	221	19	ieee	ieee	NOUN
ijassa-411	221	20	transactions	transaction	NOUN
ijassa-411	221	21	on	on	ADP
ijassa-411	221	22	network	network	NOUN
ijassa-411	221	23	&	&	CCONJ
ijassa-411	221	24	service	service	PROPN
ijassa-411	221	25	management	management	NOUN
ijassa-411	221	26	,	,	PUNCT
ijassa-411	221	27	vol.9	vol.9	PROPN
ijassa-411	221	28	,	,	PUNCT
ijassa-411	221	29	pp.213	pp.213	NOUN
ijassa-411	221	30	-	-	PUNCT
ijassa-411	221	31	225	225	NUM
ijassa-411	221	32	.	.	PUNCT
ijassa-411	222	1	[	[	X
ijassa-411	222	2	16	16	NUM
ijassa-411	222	3	]	]	PUNCT
ijassa-411	222	4	xiaocheng	xiaocheng	PROPN
ijassa-411	222	5	liu	liu	PROPN
ijassa-411	222	6	,	,	PUNCT
ijassa-411	222	7	chen	chen	PROPN
ijassa-411	222	8	wang	wang	PROPN
ijassa-411	222	9	,	,	PUNCT
ijassa-411	222	10	bing	bing	NOUN
ijassa-411	222	11	bing	bing	NOUN
ijassa-411	222	12	zhou	zhou	PROPN
ijassa-411	222	13	,	,	PUNCT
ijassa-411	222	14	junliang	junliang	PROPN
ijassa-411	222	15	chen	chen	PROPN
ijassa-411	222	16	,	,	PUNCT
ijassa-411	222	17	ting	ting	PROPN
ijassa-411	222	18	yang	yang	PROPN
ijassa-411	222	19	,	,	PUNCT
ijassa-411	222	20	a.	a.	PROPN
ijassa-411	222	21	y.	y.	PROPN
ijassa-411	222	22	zomaya	zomaya	PROPN
ijassa-411	222	23	.	.	PUNCT
ijassa-411	223	1	(	(	PUNCT
ijassa-411	223	2	2013	2013	NUM
ijassa-411	223	3	)	)	PUNCT
ijassa-411	223	4	,	,	PUNCT
ijassa-411	223	5	“	"	PUNCT
ijassa-411	223	6	priority	priority	NOUN
ijassa-411	223	7	-	-	PUNCT
ijassa-411	223	8	based	base	VERB
ijassa-411	223	9	consolidation	consolidation	NOUN
ijassa-411	223	10	of	of	ADP
ijassa-411	223	11	parallel	parallel	ADJ
ijassa-411	223	12	workloads	workload	NOUN
ijassa-411	223	13	in	in	ADP
ijassa-411	223	14	the	the	DET
ijassa-411	223	15	cloud	cloud	NOUN
ijassa-411	223	16	”	"	PUNCT
ijassa-411	223	17	,	,	PUNCT
ijassa-411	223	18	ieee	ieee	NOUN
ijassa-411	223	19	transactions	transaction	NOUN
ijassa-411	223	20	on	on	ADP
ijassa-411	223	21	parallel	parallel	ADJ
ijassa-411	223	22	and	and	CCONJ
ijassa-411	223	23	distributed	distributed	ADJ
ijassa-411	223	24	systems	system	NOUN
ijassa-411	223	25	,	,	PUNCT
ijassa-411	223	26	vol.24	vol.24	NOUN
ijassa-411	223	27	,	,	PUNCT
ijassa-411	223	28	pp.1874	pp.1874	PROPN
ijassa-411	223	29	-	-	PUNCT
ijassa-411	223	30	1883	1883	NUM
ijassa-411	223	31	.	.	PUNCT
ijassa-411	224	1	[	[	X
ijassa-411	224	2	17	17	NUM
ijassa-411	224	3	]	]	X
ijassa-411	224	4	c.	c.	PROPN
ijassa-411	224	5	papagianni	papagianni	PROPN
ijassa-411	224	6	,	,	PUNCT
ijassa-411	224	7	a.	a.	NOUN
ijassa-411	224	8	leivadeas	leivadeas	PROPN
ijassa-411	224	9	,	,	PUNCT
ijassa-411	224	10	s.	s.	PROPN
ijassa-411	224	11	papavassiliou	papavassiliou	PROPN
ijassa-411	224	12	,	,	PUNCT
ijassa-411	224	13	v.	v.	PROPN
ijassa-411	224	14	maglaris	maglaris	PROPN
ijassa-411	224	15	,	,	PUNCT
ijassa-411	224	16	c.	c.	PROPN
ijassa-411	224	17	cervellopastor	cervellopastor	PROPN
ijassa-411	224	18	,	,	PUNCT
ijassa-411	224	19	a.	a.	PROPN
ijassa-411	224	20	monje	monje	PROPN
ijassa-411	224	21	.	.	PUNCT
ijassa-411	225	1	(	(	PUNCT
ijassa-411	225	2	2013	2013	NUM
ijassa-411	225	3	)	)	PUNCT
ijassa-411	225	4	,	,	PUNCT
ijassa-411	225	5	“	"	PUNCT
ijassa-411	225	6	on	on	ADP
ijassa-411	225	7	the	the	DET
ijassa-411	225	8	optimal	optimal	ADJ
ijassa-411	225	9	allocation	allocation	NOUN
ijassa-411	225	10	of	of	ADP
ijassa-411	225	11	virtual	virtual	ADJ
ijassa-411	225	12	resources	resource	NOUN
ijassa-411	225	13	in	in	ADP
ijassa-411	225	14	cloud	cloud	NOUN
ijassa-411	225	15	computing	computing	NOUN
ijassa-411	225	16	networks	network	NOUN
ijassa-411	225	17	”	"	PUNCT
ijassa-411	225	18	,	,	PUNCT
ijassa-411	225	19	ieee	ieee	NOUN
ijassa-411	225	20	transactions	transaction	NOUN
ijassa-411	225	21	on	on	ADP
ijassa-411	225	22	computers	computer	NOUN
ijassa-411	225	23	,	,	PUNCT
ijassa-411	225	24	vol.62	vol.62	NOUN
ijassa-411	225	25	,	,	PUNCT
ijassa-411	225	26	pp.1060	pp.1060	PROPN
ijassa-411	225	27	-	-	PUNCT
ijassa-411	225	28	1071	1071	NUM
ijassa-411	225	29	.	.	PUNCT
ijassa-411	226	1	[	[	X
ijassa-411	226	2	18	18	NUM
ijassa-411	226	3	]	]	PUNCT
ijassa-411	226	4	j.	j.	PROPN
ijassa-411	226	5	buysse	buysse	PROPN
ijassa-411	226	6	,	,	PUNCT
ijassa-411	226	7	k.	k.	PROPN
ijassa-411	226	8	georgakilas	georgakilas	PROPN
ijassa-411	226	9	,	,	PUNCT
ijassa-411	226	10	a.	a.	NOUN
ijassa-411	226	11	tzanakaki	tzanakaki	PROPN
ijassa-411	226	12	,	,	PUNCT
ijassa-411	226	13	m.	m.	NOUN
ijassa-411	226	14	de	de	PROPN
ijassa-411	226	15	leenheer	leenheer	PROPN
ijassa-411	226	16	,	,	PUNCT
ijassa-411	226	17	b.	b.	PROPN
ijassa-411	226	18	dhoedt	dhoedt	PROPN
ijassa-411	226	19	,	,	PUNCT
ijassa-411	226	20	c.	c.	PROPN
ijassa-411	226	21	develder	develder	NOUN
ijassa-411	226	22	.	.	PUNCT
ijassa-411	227	1	(	(	PUNCT
ijassa-411	227	2	2013	2013	NUM
ijassa-411	227	3	)	)	PUNCT
ijassa-411	227	4	,	,	PUNCT
ijassa-411	227	5	“	"	PUNCT
ijassa-411	227	6	energy	energy	NOUN
ijassa-411	227	7	-	-	PUNCT
ijassa-411	227	8	efficient	efficient	ADJ
ijassa-411	227	9	resource	resource	NOUN
ijassa-411	227	10	-	-	PUNCT
ijassa-411	227	11	provisioning	provision	VERB
ijassa-411	227	12	algorithms	algorithm	NOUN
ijassa-411	227	13	for	for	ADP
ijassa-411	227	14	optical	optical	ADJ
ijassa-411	227	15	clouds	cloud	NOUN
ijassa-411	227	16	”	"	PUNCT
ijassa-411	227	17	,	,	PUNCT
ijassa-411	227	18	ieee	ieee	NOUN
ijassa-411	227	19	journal	journal	NOUN
ijassa-411	227	20	of	of	ADP
ijassa-411	227	21	optical	optical	ADJ
ijassa-411	227	22	communications	communication	NOUN
ijassa-411	227	23	&	&	CCONJ
ijassa-411	227	24	networking	networking	NOUN
ijassa-411	227	25	,	,	PUNCT
ijassa-411	227	26	vol.5	vol.5	X
ijassa-411	227	27	,	,	PUNCT
ijassa-411	227	28	pp.226	pp.226	NOUN
ijassa-411	227	29	-	-	PUNCT
ijassa-411	227	30	239	239	NUM
ijassa-411	227	31	.	.	PUNCT
ijassa-411	228	1	[	[	X
ijassa-411	228	2	19	19	NUM
ijassa-411	228	3	]	]	X
ijassa-411	228	4	sheng	sheng	PROPN
ijassa-411	228	5	di	di	PROPN
ijassa-411	228	6	,	,	PUNCT
ijassa-411	228	7	cho	cho	PROPN
ijassa-411	228	8	-	-	PUNCT
ijassa-411	228	9	li	li	PROPN
ijassa-411	228	10	wang	wang	PROPN
ijassa-411	228	11	.	.	PUNCT
ijassa-411	229	1	(	(	PUNCT
ijassa-411	229	2	2013	2013	NUM
ijassa-411	229	3	)	)	PUNCT
ijassa-411	229	4	,	,	PUNCT
ijassa-411	229	5	“	"	PUNCT
ijassa-411	229	6	dynamic	dynamic	ADJ
ijassa-411	229	7	optimization	optimization	NOUN
ijassa-411	229	8	of	of	ADP
ijassa-411	229	9	multiattribute	multiattribute	NOUN
ijassa-411	229	10	resource	resource	NOUN
ijassa-411	229	11	allocation	allocation	NOUN
ijassa-411	229	12	in	in	ADP
ijassa-411	229	13	self	self	NOUN
ijassa-411	229	14	-	-	PUNCT
ijassa-411	229	15	organizing	organize	VERB
ijassa-411	229	16	clouds	cloud	NOUN
ijassa-411	229	17	”	"	PUNCT
ijassa-411	229	18	,	,	PUNCT
ijassa-411	229	19	ieee	ieee	NOUN
ijassa-411	229	20	transactions	transaction	NOUN
ijassa-411	229	21	on	on	ADP
ijassa-411	229	22	parallel	parallel	ADJ
ijassa-411	229	23	and	and	CCONJ
ijassa-411	229	24	distributed	distributed	ADJ
ijassa-411	229	25	systems	system	NOUN
ijassa-411	229	26	,	,	PUNCT
ijassa-411	229	27	vol.24	vol.24	NOUN
ijassa-411	229	28	,	,	PUNCT
ijassa-411	229	29	pp.462	pp.462	PROPN
ijassa-411	229	30	-	-	SYM
ijassa-411	229	31	478	478	NUM
ijassa-411	229	32	.	.	PUNCT
ijassa-411	230	1	[	[	X
ijassa-411	230	2	20	20	NUM
ijassa-411	230	3	]	]	PUNCT
ijassa-411	230	4	l.	l.	PROPN
ijassa-411	230	5	f.	f.	PROPN
ijassa-411	230	6	bittencourt	bittencourt	PROPN
ijassa-411	230	7	,	,	PUNCT
ijassa-411	230	8	e.	e.	PROPN
ijassa-411	230	9	r.	r.	PROPN
ijassa-411	230	10	m.	m.	PROPN
ijassa-411	230	11	madeira	madeira	PROPN
ijassa-411	230	12	,	,	PUNCT
ijassa-411	230	13	n.	n.	PROPN
ijassa-411	230	14	l.	l.	PROPN
ijassa-411	230	15	s.	s.	PROPN
ijassa-411	230	16	da	da	PROPN
ijassa-411	230	17	fonseca	fonseca	PROPN
ijassa-411	230	18	.	.	PUNCT
ijassa-411	231	1	(	(	PUNCT
ijassa-411	231	2	2012	2012	NUM
ijassa-411	231	3	)	)	PUNCT
ijassa-411	231	4	,	,	PUNCT
ijassa-411	231	5	“	"	PUNCT
ijassa-411	231	6	scheduling	schedule	VERB
ijassa-411	231	7	in	in	ADP
ijassa-411	231	8	hybrid	hybrid	ADJ
ijassa-411	231	9	clouds	cloud	NOUN
ijassa-411	231	10	”	"	PUNCT
ijassa-411	231	11	,	,	PUNCT
ijassa-411	231	12	ieee	ieee	NOUN
ijassa-411	231	13	communicatons	communicaton	NOUN
ijassa-411	231	14	magazine	magazine	NOUN
ijassa-411	231	15	,	,	PUNCT
ijassa-411	231	16	vol.50	vol.50	NOUN
ijassa-411	231	17	,	,	PUNCT
ijassa-411	231	18	pp.42	pp.42	NOUN
ijassa-411	231	19	-	-	PUNCT
ijassa-411	231	20	47	47	NUM
ijassa-411	231	21	.	.	PUNCT
ijassa-411	232	1	[	[	X
ijassa-411	232	2	21	21	NUM
ijassa-411	232	3	]	]	X
ijassa-411	232	4	h.	h.	PROPN
ijassa-411	232	5	m.	m.	PROPN
ijassa-411	232	6	fard	fard	PROPN
ijassa-411	232	7	,	,	PUNCT
ijassa-411	232	8	r.	r.	PROPN
ijassa-411	232	9	prodan	prodan	PROPN
ijassa-411	232	10	,	,	PUNCT
ijassa-411	232	11	t.	t.	NOUN
ijassa-411	232	12	fahringer	fahringer	NOUN
ijassa-411	232	13	.	.	PUNCT
ijassa-411	233	1	(	(	PUNCT
ijassa-411	233	2	2013	2013	NUM
ijassa-411	233	3	)	)	PUNCT
ijassa-411	233	4	,	,	PUNCT
ijassa-411	233	5	“	"	PUNCT
ijassa-411	233	6	a	a	DET
ijassa-411	233	7	truthful	truthful	ADJ
ijassa-411	233	8	dynamic	dynamic	ADJ
ijassa-411	233	9	workflow	workflow	NOUN
ijassa-411	233	10	scheduling	scheduling	NOUN
ijassa-411	233	11	mechanism	mechanism	NOUN
ijassa-411	233	12	for	for	ADP
ijassa-411	233	13	commercial	commercial	ADJ
ijassa-411	233	14	multicloud	multicloud	NOUN
ijassa-411	233	15	environments	environment	NOUN
ijassa-411	233	16	”	"	PUNCT
ijassa-411	233	17	,	,	PUNCT
ijassa-411	233	18	ieee	ieee	NOUN
ijassa-411	233	19	transactions	transaction	NOUN
ijassa-411	233	20	on	on	ADP
ijassa-411	233	21	parallel	parallel	ADJ
ijassa-411	233	22	and	and	CCONJ
ijassa-411	233	23	distributed	distributed	ADJ
ijassa-411	233	24	systems	system	NOUN
ijassa-411	233	25	,	,	PUNCT
ijassa-411	233	26	vol.24	vol.24	NOUN
ijassa-411	233	27	,	,	PUNCT
ijassa-411	233	28	pp.1203	pp.1203	PROPN
ijassa-411	233	29	-	-	SYM
ijassa-411	233	30	1212	1212	NUM
ijassa-411	233	31	.	.	PUNCT
ijassa-411	234	1	[	[	X
ijassa-411	234	2	22	22	NUM
ijassa-411	234	3	]	]	PUNCT
ijassa-411	234	4	i.	i.	PROPN
ijassa-411	234	5	m.	m.	PROPN
ijassa-411	234	6	abbadi	abbadi	PROPN
ijassa-411	234	7	,	,	PUNCT
ijassa-411	234	8	anbang	anbang	PROPN
ijassa-411	234	9	ruan	ruan	PROPN
ijassa-411	234	10	.	.	PUNCT
ijassa-411	235	1	(	(	PUNCT
ijassa-411	235	2	2013	2013	NUM
ijassa-411	235	3	)	)	PUNCT
ijassa-411	235	4	,	,	PUNCT
ijassa-411	235	5	“	"	PUNCT
ijassa-411	235	6	towards	towards	ADP
ijassa-411	235	7	trustworthy	trustworthy	ADJ
ijassa-411	235	8	resource	resource	NOUN
ijassa-411	235	9	scheduling	scheduling	NOUN
ijassa-411	235	10	in	in	ADP
ijassa-411	235	11	clouds	cloud	NOUN
ijassa-411	235	12	”	"	PUNCT
ijassa-411	235	13	,	,	PUNCT
ijassa-411	235	14	ieee	ieee	NOUN
ijassa-411	235	15	transactions	transaction	NOUN
ijassa-411	235	16	on	on	ADP
ijassa-411	235	17	information	information	NOUN
ijassa-411	235	18	forensics	forensic	NOUN
ijassa-411	235	19	&	&	CCONJ
ijassa-411	235	20	security	security	PROPN
ijassa-411	235	21	,	,	PUNCT
ijassa-411	235	22	vol.8	vol.8	PROPN
ijassa-411	235	23	,	,	PUNCT
ijassa-411	235	24	pp.973	pp.973	PROPN
ijassa-411	235	25	-	-	PUNCT
ijassa-411	235	26	984	984	NUM
ijassa-411	235	27	.	.	PUNCT
ijassa-411	236	1	corresponding	correspond	VERB
ijassa-411	236	2	author	author	PROPN
ijassa-411	236	3	r.	r.	PROPN
ijassa-411	236	4	a.	a.	PROPN
ijassa-411	236	5	karthika	karthika	PROPN
ijassa-411	236	6	can	can	AUX
ijassa-411	236	7	be	be	AUX
ijassa-411	236	8	contacted	contact	VERB
ijassa-411	236	9	at	at	ADP
ijassa-411	236	10	:	:	PUNCT
ijassa-411	236	11	karthika78@gmail.com	karthika78@gmail.com	X