id	sid	tid	token	lemma	pos
kh04dn42580	1	1	scientific	scientific	ADJ
kh04dn42580	1	2	applications	application	NOUN
kh04dn42580	1	3	often	often	ADV
kh04dn42580	1	4	harness	harness	VERB
kh04dn42580	1	5	the	the	DET
kh04dn42580	1	6	concurrency	concurrency	NOUN
kh04dn42580	1	7	in	in	ADP
kh04dn42580	1	8	their	their	PRON
kh04dn42580	1	9	workloads	workload	NOUN
kh04dn42580	1	10	to	to	PART
kh04dn42580	1	11	partition	partition	VERB
kh04dn42580	1	12	and	and	CCONJ
kh04dn42580	1	13	operate	operate	VERB
kh04dn42580	1	14	them	they	PRON
kh04dn42580	1	15	as	as	ADP
kh04dn42580	1	16	independent	independent	ADJ
kh04dn42580	1	17	tasks	task	NOUN
kh04dn42580	1	18	and	and	CCONJ
kh04dn42580	1	19	achieve	achieve	VERB
kh04dn42580	1	20	reasonable	reasonable	ADJ
kh04dn42580	1	21	performance	performance	NOUN
kh04dn42580	1	22	.	.	PUNCT
kh04dn42580	2	1	to	to	PART
kh04dn42580	2	2	improve	improve	VERB
kh04dn42580	2	3	performance	performance	NOUN
kh04dn42580	2	4	at	at	ADP
kh04dn42580	2	5	scale	scale	NOUN
kh04dn42580	2	6	,	,	PUNCT
kh04dn42580	2	7	the	the	DET
kh04dn42580	2	8	partitions	partition	NOUN
kh04dn42580	2	9	are	be	AUX
kh04dn42580	2	10	operated	operate	VERB
kh04dn42580	2	11	in	in	ADP
kh04dn42580	2	12	parallel	parallel	NOUN
kh04dn42580	2	13	on	on	ADP
kh04dn42580	2	14	large	large	ADJ
kh04dn42580	2	15	pools	pool	NOUN
kh04dn42580	2	16	of	of	ADP
kh04dn42580	2	17	resources	resource	NOUN
kh04dn42580	2	18	in	in	ADP
kh04dn42580	2	19	distributed	distribute	VERB
kh04dn42580	2	20	computing	computing	NOUN
kh04dn42580	2	21	systems	system	NOUN
kh04dn42580	2	22	,	,	PUNCT
kh04dn42580	2	23	such	such	ADJ
kh04dn42580	2	24	as	as	ADP
kh04dn42580	2	25	clouds	cloud	NOUN
kh04dn42580	2	26	,	,	PUNCT
kh04dn42580	2	27	clusters	cluster	NOUN
kh04dn42580	2	28	,	,	PUNCT
kh04dn42580	2	29	and	and	CCONJ
kh04dn42580	2	30	grids	grid	NOUN
kh04dn42580	2	31	.	.	PUNCT
kh04dn42580	3	1	however	however	ADV
kh04dn42580	3	2	,	,	PUNCT
kh04dn42580	3	3	the	the	DET
kh04dn42580	3	4	exclusive	exclusive	ADJ
kh04dn42580	3	5	and	and	CCONJ
kh04dn42580	3	6	on	on	ADP
kh04dn42580	3	7	-	-	PUNCT
kh04dn42580	3	8	demand	demand	NOUN
kh04dn42580	3	9	deployment	deployment	NOUN
kh04dn42580	3	10	of	of	ADP
kh04dn42580	3	11	applications	application	NOUN
kh04dn42580	3	12	on	on	ADP
kh04dn42580	3	13	these	these	DET
kh04dn42580	3	14	platforms	platform	NOUN
kh04dn42580	3	15	presents	present	VERB
kh04dn42580	3	16	challenges	challenge	NOUN
kh04dn42580	3	17	.	.	PUNCT
kh04dn42580	4	1	the	the	DET
kh04dn42580	4	2	target	target	NOUN
kh04dn42580	4	3	hardware	hardware	NOUN
kh04dn42580	4	4	is	be	AUX
kh04dn42580	4	5	unknown	unknown	ADJ
kh04dn42580	4	6	until	until	ADP
kh04dn42580	4	7	runtime	runtime	NOUN
kh04dn42580	4	8	and	and	CCONJ
kh04dn42580	4	9	variable	variable	NOUN
kh04dn42580	4	10	between	between	ADP
kh04dn42580	4	11	deployments	deployment	NOUN
kh04dn42580	4	12	when	when	SCONJ
kh04dn42580	4	13	applications	application	NOUN
kh04dn42580	4	14	are	be	AUX
kh04dn42580	4	15	deployed	deploy	VERB
kh04dn42580	4	16	on	on	ADP
kh04dn42580	4	17	these	these	DET
kh04dn42580	4	18	platforms	platform	NOUN
kh04dn42580	4	19	.	.	PUNCT
kh04dn42580	5	1	so	so	ADV
kh04dn42580	5	2	operating	operating	NOUN
kh04dn42580	5	3	parameters	parameter	NOUN
kh04dn42580	5	4	such	such	ADJ
kh04dn42580	5	5	as	as	ADP
kh04dn42580	5	6	the	the	DET
kh04dn42580	5	7	number	number	NOUN
kh04dn42580	5	8	of	of	ADP
kh04dn42580	5	9	partitions	partition	NOUN
kh04dn42580	5	10	and	and	CCONJ
kh04dn42580	5	11	the	the	DET
kh04dn42580	5	12	instances	instance	NOUN
kh04dn42580	5	13	to	to	PART
kh04dn42580	5	14	provision	provision	VERB
kh04dn42580	5	15	for	for	ADP
kh04dn42580	5	16	execution	execution	NOUN
kh04dn42580	5	17	must	must	AUX
kh04dn42580	5	18	be	be	AUX
kh04dn42580	5	19	determined	determine	VERB
kh04dn42580	5	20	at	at	ADP
kh04dn42580	5	21	runtime	runtime	NOUN
kh04dn42580	5	22	for	for	ADP
kh04dn42580	5	23	efficient	efficient	ADJ
kh04dn42580	5	24	operation	operation	NOUN
kh04dn42580	5	25	.	.	PUNCT
kh04dn42580	6	1	in	in	ADP
kh04dn42580	6	2	this	this	DET
kh04dn42580	6	3	work	work	NOUN
kh04dn42580	6	4	,	,	PUNCT
kh04dn42580	6	5	i	i	PRON
kh04dn42580	6	6	build	build	VERB
kh04dn42580	6	7	and	and	CCONJ
kh04dn42580	6	8	demonstrate	demonstrate	VERB
kh04dn42580	6	9	elastic	elastic	ADJ
kh04dn42580	6	10	applications	application	NOUN
kh04dn42580	6	11	to	to	PART
kh04dn42580	6	12	provide	provide	VERB
kh04dn42580	6	13	the	the	DET
kh04dn42580	6	14	desired	desire	VERB
kh04dn42580	6	15	characteristics	characteristic	NOUN
kh04dn42580	6	16	for	for	ADP
kh04dn42580	6	17	operation	operation	NOUN
kh04dn42580	6	18	on	on	ADP
kh04dn42580	6	19	distributed	distribute	VERB
kh04dn42580	6	20	computing	computing	NOUN
kh04dn42580	6	21	systems	system	NOUN
kh04dn42580	6	22	.	.	PUNCT
kh04dn42580	7	1	i	i	PRON
kh04dn42580	7	2	present	present	ADJ
kh04dn42580	7	3	case	case	NOUN
kh04dn42580	7	4	-	-	PUNCT
kh04dn42580	7	5	studies	study	NOUN
kh04dn42580	7	6	of	of	ADP
kh04dn42580	7	7	elastic	elastic	ADJ
kh04dn42580	7	8	applications	application	NOUN
kh04dn42580	7	9	from	from	ADP
kh04dn42580	7	10	different	different	ADJ
kh04dn42580	7	11	scientific	scientific	ADJ
kh04dn42580	7	12	domains	domain	NOUN
kh04dn42580	7	13	and	and	CCONJ
kh04dn42580	7	14	draw	draw	VERB
kh04dn42580	7	15	broad	broad	ADJ
kh04dn42580	7	16	observations	observation	NOUN
kh04dn42580	7	17	on	on	ADP
kh04dn42580	7	18	their	their	PRON
kh04dn42580	7	19	design	design	NOUN
kh04dn42580	7	20	and	and	CCONJ
kh04dn42580	7	21	the	the	DET
kh04dn42580	7	22	challenges	challenge	NOUN
kh04dn42580	7	23	to	to	ADP
kh04dn42580	7	24	their	their	PRON
kh04dn42580	7	25	efficient	efficient	ADJ
kh04dn42580	7	26	operation	operation	NOUN
kh04dn42580	7	27	.	.	PUNCT
kh04dn42580	8	1	i	i	PRON
kh04dn42580	8	2	develop	develop	VERB
kh04dn42580	8	3	and	and	CCONJ
kh04dn42580	8	4	evaluate	evaluate	VERB
kh04dn42580	8	5	techniques	technique	NOUN
kh04dn42580	8	6	at	at	ADP
kh04dn42580	8	7	the	the	DET
kh04dn42580	8	8	middleware	middleware	NOUN
kh04dn42580	8	9	and	and	CCONJ
kh04dn42580	8	10	the	the	DET
kh04dn42580	8	11	application	application	NOUN
kh04dn42580	8	12	layer	layer	NOUN
kh04dn42580	8	13	to	to	PART
kh04dn42580	8	14	achieve	achieve	VERB
kh04dn42580	8	15	efficient	efficient	ADJ
kh04dn42580	8	16	operation	operation	NOUN
kh04dn42580	8	17	.	.	PUNCT
kh04dn42580	9	1	in	in	ADP
kh04dn42580	9	2	effect	effect	NOUN
kh04dn42580	9	3	,	,	PUNCT
kh04dn42580	9	4	the	the	DET
kh04dn42580	9	5	presented	present	VERB
kh04dn42580	9	6	techniques	technique	NOUN
kh04dn42580	9	7	create	create	VERB
kh04dn42580	9	8	self	self	NOUN
kh04dn42580	9	9	-	-	PUNCT
kh04dn42580	9	10	operating	operate	VERB
kh04dn42580	9	11	elastic	elastic	ADJ
kh04dn42580	9	12	applications	application	NOUN
kh04dn42580	9	13	that	that	PRON
kh04dn42580	9	14	dynamically	dynamically	ADV
kh04dn42580	9	15	determine	determine	VERB
kh04dn42580	9	16	the	the	DET
kh04dn42580	9	17	partitions	partition	NOUN
kh04dn42580	9	18	of	of	ADP
kh04dn42580	9	19	their	their	PRON
kh04dn42580	9	20	workloads	workload	NOUN
kh04dn42580	9	21	and	and	CCONJ
kh04dn42580	9	22	the	the	DET
kh04dn42580	9	23	scale	scale	NOUN
kh04dn42580	9	24	of	of	ADP
kh04dn42580	9	25	resources	resource	NOUN
kh04dn42580	9	26	to	to	PART
kh04dn42580	9	27	utilize	utilize	VERB
kh04dn42580	9	28	.	.	PUNCT
kh04dn42580	10	1	i	i	PRON
kh04dn42580	10	2	conclude	conclude	VERB
kh04dn42580	10	3	by	by	ADP
kh04dn42580	10	4	showing	show	VERB
kh04dn42580	10	5	that	that	SCONJ
kh04dn42580	10	6	self	self	NOUN
kh04dn42580	10	7	-	-	PUNCT
kh04dn42580	10	8	operating	operate	VERB
kh04dn42580	10	9	applications	application	NOUN
kh04dn42580	10	10	achieve	achieve	VERB
kh04dn42580	10	11	high	high	ADJ
kh04dn42580	10	12	timeand	timeand	PROPN
kh04dn42580	10	13	cost	cost	NOUN
kh04dn42580	10	14	-	-	PUNCT
kh04dn42580	10	15	efficiency	efficiency	NOUN
kh04dn42580	10	16	in	in	ADP
kh04dn42580	10	17	their	their	PRON
kh04dn42580	10	18	deployed	deploy	VERB
kh04dn42580	10	19	environments	environment	NOUN
kh04dn42580	10	20	in	in	ADP
kh04dn42580	10	21	distributed	distribute	VERB
kh04dn42580	10	22	computing	computing	NOUN
kh04dn42580	10	23	systems	system	NOUN
kh04dn42580	10	24	.	.	PUNCT