id	sid	tid	token	lemma	pos
37720c49z2p	1	1	the	the	DET
37720c49z2p	1	2	term	term	NOUN
37720c49z2p	1	3	cloud	cloud	NOUN
37720c49z2p	1	4	computing	computing	NOUN
37720c49z2p	1	5	has	have	AUX
37720c49z2p	1	6	been	be	AUX
37720c49z2p	1	7	used	use	VERB
37720c49z2p	1	8	to	to	PART
37720c49z2p	1	9	define	define	VERB
37720c49z2p	1	10	commoditized	commoditized	ADJ
37720c49z2p	1	11	clusters	cluster	NOUN
37720c49z2p	1	12	of	of	ADP
37720c49z2p	1	13	server	server	NOUN
37720c49z2p	1	14	nodes	node	NOUN
37720c49z2p	1	15	where	where	SCONJ
37720c49z2p	1	16	elasticity	elasticity	NOUN
37720c49z2p	1	17	and	and	CCONJ
37720c49z2p	1	18	on	on	ADP
37720c49z2p	1	19	-	-	PUNCT
37720c49z2p	1	20	demand	demand	NOUN
37720c49z2p	1	21	resource	resource	NOUN
37720c49z2p	1	22	provisioning	provisioning	NOUN
37720c49z2p	1	23	facilitate	facilitate	VERB
37720c49z2p	1	24	the	the	DET
37720c49z2p	1	25	efficient	efficient	ADJ
37720c49z2p	1	26	processing	processing	NOUN
37720c49z2p	1	27	of	of	ADP
37720c49z2p	1	28	user	user	NOUN
37720c49z2p	1	29	applications	application	NOUN
37720c49z2p	1	30	and	and	CCONJ
37720c49z2p	1	31	services	service	NOUN
37720c49z2p	1	32	.	.	PUNCT
37720c49z2p	2	1	a	a	DET
37720c49z2p	2	2	promise	promise	NOUN
37720c49z2p	2	3	of	of	ADP
37720c49z2p	2	4	the	the	DET
37720c49z2p	2	5	cloud	cloud	NOUN
37720c49z2p	2	6	computing	computing	NOUN
37720c49z2p	2	7	paradigm	paradigm	NOUN
37720c49z2p	2	8	is	be	AUX
37720c49z2p	2	9	that	that	SCONJ
37720c49z2p	2	10	workflows	workflow	NOUN
37720c49z2p	2	11	can	can	AUX
37720c49z2p	2	12	be	be	AUX
37720c49z2p	2	13	hosted	host	VERB
37720c49z2p	2	14	and	and	CCONJ
37720c49z2p	2	15	managed	manage	VERB
37720c49z2p	2	16	more	more	ADV
37720c49z2p	2	17	efficiently	efficiently	ADV
37720c49z2p	2	18	based	base	VERB
37720c49z2p	2	19	on	on	ADP
37720c49z2p	2	20	the	the	DET
37720c49z2p	2	21	new	new	ADJ
37720c49z2p	2	22	level	level	NOUN
37720c49z2p	2	23	of	of	ADP
37720c49z2p	2	24	dynamism	dynamism	NOUN
37720c49z2p	2	25	and	and	CCONJ
37720c49z2p	2	26	control	control	NOUN
37720c49z2p	2	27	.	.	PUNCT
37720c49z2p	3	1	however	however	ADV
37720c49z2p	3	2	,	,	PUNCT
37720c49z2p	3	3	new	new	ADJ
37720c49z2p	3	4	requirements	requirement	NOUN
37720c49z2p	3	5	and	and	CCONJ
37720c49z2p	3	6	challenges	challenge	NOUN
37720c49z2p	3	7	arise	arise	VERB
37720c49z2p	3	8	when	when	SCONJ
37720c49z2p	3	9	leveraging	leverage	VERB
37720c49z2p	3	10	cloud	cloud	NOUN
37720c49z2p	3	11	techniques	technique	NOUN
37720c49z2p	3	12	in	in	ADP
37720c49z2p	3	13	this	this	DET
37720c49z2p	3	14	manner	manner	NOUN
37720c49z2p	3	15	.	.	PUNCT
37720c49z2p	4	1	this	this	DET
37720c49z2p	4	2	dissertation	dissertation	NOUN
37720c49z2p	4	3	explores	explore	VERB
37720c49z2p	4	4	the	the	DET
37720c49z2p	4	5	monitoring	monitoring	NOUN
37720c49z2p	4	6	,	,	PUNCT
37720c49z2p	4	7	configuration	configuration	NOUN
37720c49z2p	4	8	and	and	CCONJ
37720c49z2p	4	9	dynamic	dynamic	ADJ
37720c49z2p	4	10	resource	resource	NOUN
37720c49z2p	4	11	management	management	NOUN
37720c49z2p	4	12	of	of	ADP
37720c49z2p	4	13	service	service	NOUN
37720c49z2p	4	14	workflows	workflow	NOUN
37720c49z2p	4	15	in	in	ADP
37720c49z2p	4	16	a	a	DET
37720c49z2p	4	17	cloud	cloud	ADJ
37720c49z2p	4	18	environment	environment	NOUN
37720c49z2p	4	19	.	.	PUNCT
37720c49z2p	5	1	a	a	DET
37720c49z2p	5	2	major	major	ADJ
37720c49z2p	5	3	contribution	contribution	NOUN
37720c49z2p	5	4	is	be	AUX
37720c49z2p	5	5	to	to	PART
37720c49z2p	5	6	utilize	utilize	VERB
37720c49z2p	5	7	the	the	DET
37720c49z2p	5	8	dynamism	dynamism	NOUN
37720c49z2p	5	9	of	of	ADP
37720c49z2p	5	10	virtualized	virtualized	ADJ
37720c49z2p	5	11	cloud	cloud	NOUN
37720c49z2p	5	12	resources	resource	NOUN
37720c49z2p	5	13	in	in	ADP
37720c49z2p	5	14	various	various	ADJ
37720c49z2p	5	15	workflow	workflow	NOUN
37720c49z2p	5	16	management	management	NOUN
37720c49z2p	5	17	operations	operation	NOUN
37720c49z2p	5	18	.	.	PUNCT
37720c49z2p	6	1	several	several	ADJ
37720c49z2p	6	2	algorithms	algorithm	NOUN
37720c49z2p	6	3	are	be	AUX
37720c49z2p	6	4	proposed	propose	VERB
37720c49z2p	6	5	throughout	throughout	ADP
37720c49z2p	6	6	the	the	DET
37720c49z2p	6	7	dissertation	dissertation	NOUN
37720c49z2p	6	8	,	,	PUNCT
37720c49z2p	6	9	each	each	PRON
37720c49z2p	6	10	focusing	focus	VERB
37720c49z2p	6	11	on	on	ADP
37720c49z2p	6	12	a	a	DET
37720c49z2p	6	13	different	different	ADJ
37720c49z2p	6	14	aspect	aspect	NOUN
37720c49z2p	6	15	of	of	ADP
37720c49z2p	6	16	the	the	DET
37720c49z2p	6	17	larger	large	ADJ
37720c49z2p	6	18	problem	problem	NOUN
37720c49z2p	6	19	,	,	PUNCT
37720c49z2p	6	20	from	from	ADP
37720c49z2p	6	21	monitoring	monitor	VERB
37720c49z2p	6	22	individual	individual	ADJ
37720c49z2p	6	23	services	service	NOUN
37720c49z2p	6	24	,	,	PUNCT
37720c49z2p	6	25	to	to	ADP
37720c49z2p	6	26	placing	place	VERB
37720c49z2p	6	27	a	a	DET
37720c49z2p	6	28	new	new	ADJ
37720c49z2p	6	29	service	service	NOUN
37720c49z2p	6	30	workflow	workflow	NOUN
37720c49z2p	6	31	in	in	ADP
37720c49z2p	6	32	the	the	DET
37720c49z2p	6	33	cloud	cloud	NOUN
37720c49z2p	6	34	,	,	PUNCT
37720c49z2p	6	35	to	to	PART
37720c49z2p	6	36	dynamically	dynamically	ADV
37720c49z2p	6	37	reallocating	reallocate	VERB
37720c49z2p	6	38	resources	resource	NOUN
37720c49z2p	6	39	across	across	ADP
37720c49z2p	6	40	different	different	ADJ
37720c49z2p	6	41	services	service	NOUN
37720c49z2p	6	42	to	to	PART
37720c49z2p	6	43	satisfy	satisfy	VERB
37720c49z2p	6	44	demands	demand	NOUN
37720c49z2p	6	45	and	and	CCONJ
37720c49z2p	6	46	reduce	reduce	VERB
37720c49z2p	6	47	costs	cost	NOUN
37720c49z2p	6	48	.	.	PUNCT
37720c49z2p	7	1	the	the	DET
37720c49z2p	7	2	goal	goal	NOUN
37720c49z2p	7	3	is	be	AUX
37720c49z2p	7	4	to	to	PART
37720c49z2p	7	5	add	add	VERB
37720c49z2p	7	6	an	an	DET
37720c49z2p	7	7	end	end	NOUN
37720c49z2p	7	8	-	-	PUNCT
37720c49z2p	7	9	to	to	ADP
37720c49z2p	7	10	-	-	PUNCT
37720c49z2p	7	11	end	end	NOUN
37720c49z2p	7	12	solution	solution	NOUN
37720c49z2p	7	13	to	to	ADP
37720c49z2p	7	14	the	the	DET
37720c49z2p	7	15	cloud	cloud	NOUN
37720c49z2p	7	16	provider	provider	NOUN
37720c49z2p	7	17	's	's	PART
37720c49z2p	7	18	offerings	offering	NOUN
37720c49z2p	7	19	to	to	PART
37720c49z2p	7	20	workflow	workflow	VERB
37720c49z2p	7	21	owners	owner	NOUN
37720c49z2p	7	22	so	so	SCONJ
37720c49z2p	7	23	that	that	SCONJ
37720c49z2p	7	24	the	the	DET
37720c49z2p	7	25	latter	latter	ADJ
37720c49z2p	7	26	can	can	AUX
37720c49z2p	7	27	host	host	VERB
37720c49z2p	7	28	their	their	PRON
37720c49z2p	7	29	workflows	workflow	NOUN
37720c49z2p	7	30	in	in	ADP
37720c49z2p	7	31	the	the	DET
37720c49z2p	7	32	cloud	cloud	NOUN
37720c49z2p	7	33	smoothly	smoothly	ADV
37720c49z2p	7	34	without	without	ADP
37720c49z2p	7	35	worrying	worry	VERB
37720c49z2p	7	36	about	about	ADP
37720c49z2p	7	37	managing	manage	VERB
37720c49z2p	7	38	the	the	DET
37720c49z2p	7	39	underlying	underlie	VERB
37720c49z2p	7	40	cloud	cloud	NOUN
37720c49z2p	7	41	resources	resource	NOUN
37720c49z2p	7	42	themselves	themselves	PRON
37720c49z2p	7	43	.	.	PUNCT
37720c49z2p	8	1	we	we	PRON
37720c49z2p	8	2	show	show	VERB
37720c49z2p	8	3	through	through	ADP
37720c49z2p	8	4	experimental	experimental	ADJ
37720c49z2p	8	5	results	result	NOUN
37720c49z2p	8	6	,	,	PUNCT
37720c49z2p	8	7	from	from	ADP
37720c49z2p	8	8	both	both	PRON
37720c49z2p	8	9	real	real	ADJ
37720c49z2p	8	10	world	world	NOUN
37720c49z2p	8	11	cluster	cluster	NOUN
37720c49z2p	8	12	trace	trace	NOUN
37720c49z2p	8	13	logs	log	NOUN
37720c49z2p	8	14	and	and	CCONJ
37720c49z2p	8	15	synthetic	synthetic	ADJ
37720c49z2p	8	16	data	datum	NOUN
37720c49z2p	8	17	,	,	PUNCT
37720c49z2p	8	18	that	that	SCONJ
37720c49z2p	8	19	the	the	DET
37720c49z2p	8	20	proposed	propose	VERB
37720c49z2p	8	21	approaches	approach	NOUN
37720c49z2p	8	22	can	can	AUX
37720c49z2p	8	23	perform	perform	VERB
37720c49z2p	8	24	various	various	ADJ
37720c49z2p	8	25	management	management	NOUN
37720c49z2p	8	26	tasks	task	NOUN
37720c49z2p	8	27	for	for	ADP
37720c49z2p	8	28	service	service	NOUN
37720c49z2p	8	29	workflows	workflow	NOUN
37720c49z2p	8	30	efficiently	efficiently	ADV
37720c49z2p	8	31	.	.	PUNCT