id	sid	tid	token	lemma	pos
american_scientific_journal-11877	1	1	371	371	NUM
american_scientific_journal-11877	1	2	american	american	ADJ
american_scientific_journal-11877	1	3	academic	academic	ADJ
american_scientific_journal-11877	1	4	scientific	scientific	ADJ
american_scientific_journal-11877	1	5	research	research	NOUN
american_scientific_journal-11877	1	6	journal	journal	NOUN
american_scientific_journal-11877	1	7	for	for	ADP
american_scientific_journal-11877	1	8	engineering	engineering	NOUN
american_scientific_journal-11877	1	9	,	,	PUNCT
american_scientific_journal-11877	1	10	technology	technology	NOUN
american_scientific_journal-11877	1	11	,	,	PUNCT
american_scientific_journal-11877	1	12	and	and	CCONJ
american_scientific_journal-11877	1	13	sciences	sciences	PROPN
american_scientific_journal-11877	1	14	issn	issn	PROPN
american_scientific_journal-11877	1	15	(	(	PUNCT
american_scientific_journal-11877	1	16	print	print	NOUN
american_scientific_journal-11877	1	17	)	)	PUNCT
american_scientific_journal-11877	1	18	2313	2313	NUM
american_scientific_journal-11877	1	19	-	-	SYM
american_scientific_journal-11877	1	20	4410	4410	NUM
american_scientific_journal-11877	1	21	,	,	PUNCT
american_scientific_journal-11877	1	22	issn	issn	PROPN
american_scientific_journal-11877	1	23	(	(	PUNCT
american_scientific_journal-11877	1	24	online	online	ADJ
american_scientific_journal-11877	1	25	)	)	PUNCT
american_scientific_journal-11877	1	26	2313	2313	NUM
american_scientific_journal-11877	1	27	-	-	SYM
american_scientific_journal-11877	1	28	4402	4402	NUM
american_scientific_journal-11877	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11877	1	30	faster	fast	ADJ
american_scientific_journal-11877	1	31	time	time	NOUN
american_scientific_journal-11877	1	32	-	-	PUNCT
american_scientific_journal-11877	1	33	to	to	ADP
american_scientific_journal-11877	1	34	-	-	PUNCT
american_scientific_journal-11877	1	35	market	market	NOUN
american_scientific_journal-11877	1	36	:	:	PUNCT
american_scientific_journal-11877	1	37	cloud	cloud	PROPN
american_scientific_journal-11877	1	38	’s	’s	PART
american_scientific_journal-11877	1	39	role	role	NOUN
american_scientific_journal-11877	1	40	in	in	ADP
american_scientific_journal-11877	1	41	accelerating	accelerate	VERB
american_scientific_journal-11877	1	42	software	software	NOUN
american_scientific_journal-11877	1	43	deployment	deployment	NOUN
american_scientific_journal-11877	1	44	abdurrakhimov	abdurrakhimov	ADJ
american_scientific_journal-11877	1	45	elnur	elnur	NOUN
american_scientific_journal-11877	1	46	*	*	PUNCT
american_scientific_journal-11877	1	47	cloud	cloud	NOUN
american_scientific_journal-11877	1	48	architect	architect	NOUN
american_scientific_journal-11877	1	49	and	and	CCONJ
american_scientific_journal-11877	1	50	developer	developer	NOUN
american_scientific_journal-11877	1	51	,	,	PUNCT
american_scientific_journal-11877	1	52	simple	simple	ADJ
american_scientific_journal-11877	1	53	booth	booth	NOUN
american_scientific_journal-11877	1	54	,	,	PUNCT
american_scientific_journal-11877	1	55	valencia	valencia	PROPN
american_scientific_journal-11877	1	56	,	,	PUNCT
american_scientific_journal-11877	1	57	spain	spain	PROPN
american_scientific_journal-11877	1	58	abstract	abstract	PROPN
american_scientific_journal-11877	1	59	cloud	cloud	PROPN
american_scientific_journal-11877	1	60	computing	computing	NOUN
american_scientific_journal-11877	1	61	has	have	AUX
american_scientific_journal-11877	1	62	revolutionized	revolutionize	VERB
american_scientific_journal-11877	1	63	software	software	NOUN
american_scientific_journal-11877	1	64	deployment	deployment	NOUN
american_scientific_journal-11877	1	65	by	by	ADP
american_scientific_journal-11877	1	66	enabling	enable	VERB
american_scientific_journal-11877	1	67	rapid	rapid	ADJ
american_scientific_journal-11877	1	68	provisioning	provisioning	NOUN
american_scientific_journal-11877	1	69	,	,	PUNCT
american_scientific_journal-11877	1	70	scalability	scalability	NOUN
american_scientific_journal-11877	1	71	,	,	PUNCT
american_scientific_journal-11877	1	72	and	and	CCONJ
american_scientific_journal-11877	1	73	automation	automation	NOUN
american_scientific_journal-11877	1	74	,	,	PUNCT
american_scientific_journal-11877	1	75	significantly	significantly	ADV
american_scientific_journal-11877	1	76	reducing	reduce	VERB
american_scientific_journal-11877	1	77	time	time	NOUN
american_scientific_journal-11877	1	78	-	-	PUNCT
american_scientific_journal-11877	1	79	to	to	ADP
american_scientific_journal-11877	1	80	-	-	PUNCT
american_scientific_journal-11877	1	81	market	market	NOUN
american_scientific_journal-11877	1	82	.	.	PUNCT
american_scientific_journal-11877	2	1	this	this	DET
american_scientific_journal-11877	2	2	study	study	NOUN
american_scientific_journal-11877	2	3	examines	examine	VERB
american_scientific_journal-11877	2	4	the	the	DET
american_scientific_journal-11877	2	5	impact	impact	NOUN
american_scientific_journal-11877	2	6	of	of	ADP
american_scientific_journal-11877	2	7	cloud	cloud	NOUN
american_scientific_journal-11877	2	8	technologies	technology	NOUN
american_scientific_journal-11877	2	9	on	on	ADP
american_scientific_journal-11877	2	10	deployment	deployment	NOUN
american_scientific_journal-11877	2	11	cycles	cycle	NOUN
american_scientific_journal-11877	2	12	,	,	PUNCT
american_scientific_journal-11877	2	13	focusing	focus	VERB
american_scientific_journal-11877	2	14	on	on	ADP
american_scientific_journal-11877	2	15	the	the	DET
american_scientific_journal-11877	2	16	advantages	advantage	NOUN
american_scientific_journal-11877	2	17	of	of	ADP
american_scientific_journal-11877	2	18	on	on	ADP
american_scientific_journal-11877	2	19	-	-	PUNCT
american_scientific_journal-11877	2	20	demand	demand	NOUN
american_scientific_journal-11877	2	21	provisioning	provisioning	NOUN
american_scientific_journal-11877	2	22	,	,	PUNCT
american_scientific_journal-11877	2	23	continuous	continuous	ADJ
american_scientific_journal-11877	2	24	integration	integration	NOUN
american_scientific_journal-11877	2	25	/	/	SYM
american_scientific_journal-11877	2	26	continuous	continuous	ADJ
american_scientific_journal-11877	2	27	deployment	deployment	NOUN
american_scientific_journal-11877	2	28	(	(	PUNCT
american_scientific_journal-11877	2	29	ci	ci	NOUN
american_scientific_journal-11877	2	30	/	/	SYM
american_scientific_journal-11877	2	31	cd	cd	PROPN
american_scientific_journal-11877	2	32	)	)	PUNCT
american_scientific_journal-11877	2	33	pipelines	pipeline	NOUN
american_scientific_journal-11877	2	34	,	,	PUNCT
american_scientific_journal-11877	2	35	and	and	CCONJ
american_scientific_journal-11877	2	36	elasticity	elasticity	NOUN
american_scientific_journal-11877	2	37	.	.	PUNCT
american_scientific_journal-11877	3	1	case	case	NOUN
american_scientific_journal-11877	3	2	studies	study	NOUN
american_scientific_journal-11877	3	3	from	from	ADP
american_scientific_journal-11877	3	4	startups	startup	NOUN
american_scientific_journal-11877	3	5	,	,	PUNCT
american_scientific_journal-11877	3	6	enterprises	enterprise	NOUN
american_scientific_journal-11877	3	7	,	,	PUNCT
american_scientific_journal-11877	3	8	and	and	CCONJ
american_scientific_journal-11877	3	9	multinational	multinational	ADJ
american_scientific_journal-11877	3	10	organizations	organization	NOUN
american_scientific_journal-11877	3	11	illustrate	illustrate	VERB
american_scientific_journal-11877	3	12	how	how	SCONJ
american_scientific_journal-11877	3	13	cloud	cloud	ADJ
american_scientific_journal-11877	3	14	adoption	adoption	NOUN
american_scientific_journal-11877	3	15	has	have	AUX
american_scientific_journal-11877	3	16	streamlined	streamline	VERB
american_scientific_journal-11877	3	17	workflows	workflow	NOUN
american_scientific_journal-11877	3	18	,	,	PUNCT
american_scientific_journal-11877	3	19	improved	improve	VERB
american_scientific_journal-11877	3	20	resource	resource	NOUN
american_scientific_journal-11877	3	21	utilization	utilization	NOUN
american_scientific_journal-11877	3	22	,	,	PUNCT
american_scientific_journal-11877	3	23	and	and	CCONJ
american_scientific_journal-11877	3	24	enhanced	enhance	VERB
american_scientific_journal-11877	3	25	global	global	ADJ
american_scientific_journal-11877	3	26	scalability	scalability	NOUN
american_scientific_journal-11877	3	27	.	.	PUNCT
american_scientific_journal-11877	4	1	the	the	DET
american_scientific_journal-11877	4	2	findings	finding	NOUN
american_scientific_journal-11877	4	3	highlight	highlight	VERB
american_scientific_journal-11877	4	4	a	a	DET
american_scientific_journal-11877	4	5	stark	stark	ADJ
american_scientific_journal-11877	4	6	contrast	contrast	NOUN
american_scientific_journal-11877	4	7	between	between	ADP
american_scientific_journal-11877	4	8	traditional	traditional	ADJ
american_scientific_journal-11877	4	9	it	it	PRON
american_scientific_journal-11877	4	10	environments	environment	NOUN
american_scientific_journal-11877	4	11	and	and	CCONJ
american_scientific_journal-11877	4	12	cloud	cloud	NOUN
american_scientific_journal-11877	4	13	-	-	PUNCT
american_scientific_journal-11877	4	14	based	base	VERB
american_scientific_journal-11877	4	15	solutions	solution	NOUN
american_scientific_journal-11877	4	16	,	,	PUNCT
american_scientific_journal-11877	4	17	emphasizing	emphasize	VERB
american_scientific_journal-11877	4	18	the	the	DET
american_scientific_journal-11877	4	19	role	role	NOUN
american_scientific_journal-11877	4	20	of	of	ADP
american_scientific_journal-11877	4	21	cloud	cloud	NOUN
american_scientific_journal-11877	4	22	computing	computing	NOUN
american_scientific_journal-11877	4	23	in	in	ADP
american_scientific_journal-11877	4	24	driving	drive	VERB
american_scientific_journal-11877	4	25	competitive	competitive	ADJ
american_scientific_journal-11877	4	26	advantage	advantage	NOUN
american_scientific_journal-11877	4	27	.	.	PUNCT
american_scientific_journal-11877	5	1	despite	despite	SCONJ
american_scientific_journal-11877	5	2	challenges	challenge	NOUN
american_scientific_journal-11877	5	3	such	such	ADJ
american_scientific_journal-11877	5	4	as	as	ADP
american_scientific_journal-11877	5	5	vendor	vendor	NOUN
american_scientific_journal-11877	5	6	lock	lock	NOUN
american_scientific_journal-11877	5	7	-	-	PUNCT
american_scientific_journal-11877	5	8	in	in	ADP
american_scientific_journal-11877	5	9	and	and	CCONJ
american_scientific_journal-11877	5	10	compliance	compliance	NOUN
american_scientific_journal-11877	5	11	complexities	complexity	NOUN
american_scientific_journal-11877	5	12	,	,	PUNCT
american_scientific_journal-11877	5	13	strategic	strategic	ADJ
american_scientific_journal-11877	5	14	approaches	approach	NOUN
american_scientific_journal-11877	5	15	and	and	CCONJ
american_scientific_journal-11877	5	16	robust	robust	ADJ
american_scientific_journal-11877	5	17	governance	governance	NOUN
american_scientific_journal-11877	5	18	,	,	PUNCT
american_scientific_journal-11877	5	19	can	can	AUX
american_scientific_journal-11877	5	20	help	help	VERB
american_scientific_journal-11877	5	21	organizations	organization	NOUN
american_scientific_journal-11877	5	22	fully	fully	ADV
american_scientific_journal-11877	5	23	leverage	leverage	VERB
american_scientific_journal-11877	5	24	the	the	DET
american_scientific_journal-11877	5	25	benefits	benefit	NOUN
american_scientific_journal-11877	5	26	of	of	ADP
american_scientific_journal-11877	5	27	the	the	DET
american_scientific_journal-11877	5	28	cloud	cloud	NOUN
american_scientific_journal-11877	5	29	.	.	PUNCT
american_scientific_journal-11877	6	1	this	this	DET
american_scientific_journal-11877	6	2	research	research	NOUN
american_scientific_journal-11877	6	3	provides	provide	VERB
american_scientific_journal-11877	6	4	actionable	actionable	ADJ
american_scientific_journal-11877	6	5	insights	insight	NOUN
american_scientific_journal-11877	6	6	for	for	ADP
american_scientific_journal-11877	6	7	businesses	business	NOUN
american_scientific_journal-11877	6	8	seeking	seek	VERB
american_scientific_journal-11877	6	9	to	to	PART
american_scientific_journal-11877	6	10	optimize	optimize	VERB
american_scientific_journal-11877	6	11	deployment	deployment	NOUN
american_scientific_journal-11877	6	12	efficiency	efficiency	NOUN
american_scientific_journal-11877	6	13	and	and	CCONJ
american_scientific_journal-11877	6	14	maintain	maintain	VERB
american_scientific_journal-11877	6	15	agility	agility	NOUN
american_scientific_journal-11877	6	16	in	in	ADP
american_scientific_journal-11877	6	17	rapidly	rapidly	ADV
american_scientific_journal-11877	6	18	evolving	evolve	VERB
american_scientific_journal-11877	6	19	markets	market	NOUN
american_scientific_journal-11877	6	20	.	.	PUNCT
american_scientific_journal-11877	7	1	keywords	keyword	NOUN
american_scientific_journal-11877	7	2	:	:	PUNCT
american_scientific_journal-11877	7	3	cloud	cloud	NOUN
american_scientific_journal-11877	7	4	computing	computing	NOUN
american_scientific_journal-11877	7	5	,	,	PUNCT
american_scientific_journal-11877	7	6	software	software	NOUN
american_scientific_journal-11877	7	7	deployment	deployment	NOUN
american_scientific_journal-11877	7	8	;	;	PUNCT
american_scientific_journal-11877	7	9	time	time	NOUN
american_scientific_journal-11877	7	10	-	-	PUNCT
american_scientific_journal-11877	7	11	to	to	ADP
american_scientific_journal-11877	7	12	-	-	PUNCT
american_scientific_journal-11877	7	13	market	market	NOUN
american_scientific_journal-11877	7	14	;	;	PUNCT
american_scientific_journal-11877	7	15	elasticity	elasticity	NOUN
american_scientific_journal-11877	7	16	;	;	PUNCT
american_scientific_journal-11877	7	17	continuous	continuous	ADJ
american_scientific_journal-11877	7	18	integration	integration	NOUN
american_scientific_journal-11877	7	19	/	/	SYM
american_scientific_journal-11877	7	20	continuous	continuous	ADJ
american_scientific_journal-11877	7	21	deployment	deployment	NOUN
american_scientific_journal-11877	7	22	(	(	PUNCT
american_scientific_journal-11877	7	23	ci	ci	NOUN
american_scientific_journal-11877	7	24	/	/	SYM
american_scientific_journal-11877	7	25	cd	cd	PROPN
american_scientific_journal-11877	7	26	)	)	PUNCT
american_scientific_journal-11877	7	27	;	;	PUNCT
american_scientific_journal-11877	7	28	devops	devop	NOUN
american_scientific_journal-11877	7	29	;	;	PUNCT
american_scientific_journal-11877	7	30	scalability	scalability	NOUN
american_scientific_journal-11877	7	31	;	;	PUNCT
american_scientific_journal-11877	7	32	automation	automation	NOUN
american_scientific_journal-11877	7	33	;	;	PUNCT
american_scientific_journal-11877	7	34	digital	digital	ADJ
american_scientific_journal-11877	7	35	transformation	transformation	NOUN
american_scientific_journal-11877	7	36	.	.	PUNCT
american_scientific_journal-11877	8	1	1	1	X
american_scientific_journal-11877	8	2	.	.	X
american_scientific_journal-11877	8	3	introduction	introduction	NOUN
american_scientific_journal-11877	8	4	in	in	ADP
american_scientific_journal-11877	8	5	today	today	NOUN
american_scientific_journal-11877	8	6	’s	’s	PART
american_scientific_journal-11877	8	7	highly	highly	ADV
american_scientific_journal-11877	8	8	competitive	competitive	ADJ
american_scientific_journal-11877	8	9	digital	digital	ADJ
american_scientific_journal-11877	8	10	economy	economy	NOUN
american_scientific_journal-11877	8	11	,	,	PUNCT
american_scientific_journal-11877	8	12	time	time	NOUN
american_scientific_journal-11877	8	13	-	-	PUNCT
american_scientific_journal-11877	8	14	to	to	ADP
american_scientific_journal-11877	8	15	-	-	PUNCT
american_scientific_journal-11877	8	16	market	market	NOUN
american_scientific_journal-11877	8	17	is	be	AUX
american_scientific_journal-11877	8	18	a	a	DET
american_scientific_journal-11877	8	19	critical	critical	ADJ
american_scientific_journal-11877	8	20	factor	factor	NOUN
american_scientific_journal-11877	8	21	for	for	ADP
american_scientific_journal-11877	8	22	success	success	NOUN
american_scientific_journal-11877	8	23	in	in	ADP
american_scientific_journal-11877	8	24	software	software	NOUN
american_scientific_journal-11877	8	25	development	development	NOUN
american_scientific_journal-11877	8	26	.	.	PUNCT
american_scientific_journal-11877	9	1	the	the	DET
american_scientific_journal-11877	9	2	speed	speed	NOUN
american_scientific_journal-11877	9	3	at	at	ADP
american_scientific_journal-11877	9	4	which	which	PRON
american_scientific_journal-11877	9	5	a	a	DET
american_scientific_journal-11877	9	6	product	product	NOUN
american_scientific_journal-11877	9	7	can	can	AUX
american_scientific_journal-11877	9	8	move	move	VERB
american_scientific_journal-11877	9	9	from	from	ADP
american_scientific_journal-11877	9	10	concept	concept	NOUN
american_scientific_journal-11877	9	11	to	to	PART
american_scientific_journal-11877	9	12	launch	launch	VERB
american_scientific_journal-11877	9	13	significantly	significantly	ADV
american_scientific_journal-11877	9	14	influences	influence	VERB
american_scientific_journal-11877	9	15	its	its	PRON
american_scientific_journal-11877	9	16	adoption	adoption	NOUN
american_scientific_journal-11877	9	17	,	,	PUNCT
american_scientific_journal-11877	9	18	revenue	revenue	NOUN
american_scientific_journal-11877	9	19	potential	potential	NOUN
american_scientific_journal-11877	9	20	,	,	PUNCT
american_scientific_journal-11877	9	21	and	and	CCONJ
american_scientific_journal-11877	9	22	market	market	NOUN
american_scientific_journal-11877	9	23	position	position	NOUN
american_scientific_journal-11877	9	24	.	.	PUNCT
american_scientific_journal-11877	10	1	companies	company	NOUN
american_scientific_journal-11877	10	2	that	that	PRON
american_scientific_journal-11877	10	3	can	can	AUX
american_scientific_journal-11877	10	4	deliver	deliver	VERB
american_scientific_journal-11877	10	5	new	new	ADJ
american_scientific_journal-11877	10	6	features	feature	NOUN
american_scientific_journal-11877	10	7	,	,	PUNCT
american_scientific_journal-11877	10	8	updates	update	NOUN
american_scientific_journal-11877	10	9	,	,	PUNCT
american_scientific_journal-11877	10	10	and	and	CCONJ
american_scientific_journal-11877	10	11	products	product	NOUN
american_scientific_journal-11877	10	12	swiftly	swiftly	ADV
american_scientific_journal-11877	10	13	are	be	AUX
american_scientific_journal-11877	10	14	better	well	ADV
american_scientific_journal-11877	10	15	equipped	equip	VERB
american_scientific_journal-11877	10	16	to	to	PART
american_scientific_journal-11877	10	17	meet	meet	VERB
american_scientific_journal-11877	10	18	customer	customer	NOUN
american_scientific_journal-11877	10	19	expectations	expectation	NOUN
american_scientific_journal-11877	10	20	and	and	CCONJ
american_scientific_journal-11877	10	21	respond	respond	VERB
american_scientific_journal-11877	10	22	to	to	ADP
american_scientific_journal-11877	10	23	market	market	NOUN
american_scientific_journal-11877	10	24	demands	demand	NOUN
american_scientific_journal-11877	10	25	[	[	X
american_scientific_journal-11877	10	26	1	1	NUM
american_scientific_journal-11877	10	27	]	]	PUNCT
american_scientific_journal-11877	10	28	.	.	PUNCT
american_scientific_journal-11877	11	1	this	this	DET
american_scientific_journal-11877	11	2	urgency	urgency	NOUN
american_scientific_journal-11877	11	3	has	have	AUX
american_scientific_journal-11877	11	4	driven	drive	VERB
american_scientific_journal-11877	11	5	the	the	DET
american_scientific_journal-11877	11	6	adoption	adoption	NOUN
american_scientific_journal-11877	11	7	of	of	ADP
american_scientific_journal-11877	11	8	agile	agile	ADJ
american_scientific_journal-11877	11	9	methodologies	methodology	NOUN
american_scientific_journal-11877	11	10	and	and	CCONJ
american_scientific_journal-11877	11	11	devops	devop	NOUN
american_scientific_journal-11877	11	12	practices	practice	NOUN
american_scientific_journal-11877	11	13	to	to	PART
american_scientific_journal-11877	11	14	streamline	streamline	VERB
american_scientific_journal-11877	11	15	development	development	NOUN
american_scientific_journal-11877	11	16	processes	process	NOUN
american_scientific_journal-11877	11	17	.	.	PUNCT
american_scientific_journal-11877	12	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11877	12	2	received	receive	VERB
american_scientific_journal-11877	12	3	:	:	PUNCT
american_scientific_journal-11877	12	4	5/15/2025	5/15/2025	NUM
american_scientific_journal-11877	12	5	accepted	accept	VERB
american_scientific_journal-11877	12	6	:	:	PUNCT
american_scientific_journal-11877	12	7	7/1/2025	7/1/2025	NUM
american_scientific_journal-11877	12	8	published	publish	VERB
american_scientific_journal-11877	12	9	:	:	PUNCT
american_scientific_journal-11877	12	10	7/13/2025	7/13/2025	NUM
american_scientific_journal-11877	12	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11877	12	12	*	*	PUNCT
american_scientific_journal-11877	12	13	corresponding	correspond	VERB
american_scientific_journal-11877	12	14	author	author	NOUN
american_scientific_journal-11877	12	15	.	.	PUNCT
american_scientific_journal-11877	13	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11877	13	2	american	american	PROPN
american_scientific_journal-11877	13	3	academic	academic	PROPN
american_scientific_journal-11877	13	4	scientific	scientific	ADJ
american_scientific_journal-11877	13	5	research	research	NOUN
american_scientific_journal-11877	13	6	journal	journal	NOUN
american_scientific_journal-11877	13	7	for	for	ADP
american_scientific_journal-11877	13	8	engineering	engineering	NOUN
american_scientific_journal-11877	13	9	,	,	PUNCT
american_scientific_journal-11877	13	10	technology	technology	NOUN
american_scientific_journal-11877	13	11	,	,	PUNCT
american_scientific_journal-11877	13	12	and	and	CCONJ
american_scientific_journal-11877	13	13	sciences	science	NOUN
american_scientific_journal-11877	13	14	(	(	PUNCT
american_scientific_journal-11877	13	15	asrjets	asrjet	NOUN
american_scientific_journal-11877	13	16	)	)	PUNCT
american_scientific_journal-11877	13	17	volume	volume	NOUN
american_scientific_journal-11877	13	18	102	102	NUM
american_scientific_journal-11877	13	19	,	,	PUNCT
american_scientific_journal-11877	13	20	no	no	DET
american_scientific_journal-11877	13	21	1	1	NUM
american_scientific_journal-11877	13	22	,	,	PUNCT
american_scientific_journal-11877	13	23	pp	pp	ADV
american_scientific_journal-11877	13	24	371	371	NUM
american_scientific_journal-11877	13	25	-	-	SYM
american_scientific_journal-11877	13	26	381	381	NUM
american_scientific_journal-11877	13	27	372	372	NUM
american_scientific_journal-11877	13	28	cloud	cloud	NOUN
american_scientific_journal-11877	13	29	computing	computing	NOUN
american_scientific_journal-11877	13	30	has	have	AUX
american_scientific_journal-11877	13	31	emerged	emerge	VERB
american_scientific_journal-11877	13	32	as	as	ADP
american_scientific_journal-11877	13	33	a	a	DET
american_scientific_journal-11877	13	34	transformative	transformative	ADJ
american_scientific_journal-11877	13	35	technology	technology	NOUN
american_scientific_journal-11877	13	36	that	that	PRON
american_scientific_journal-11877	13	37	further	far	ADV
american_scientific_journal-11877	13	38	accelerates	accelerate	VERB
american_scientific_journal-11877	13	39	software	software	NOUN
american_scientific_journal-11877	13	40	deployment	deployment	NOUN
american_scientific_journal-11877	13	41	cycles	cycle	NOUN
american_scientific_journal-11877	13	42	.	.	PUNCT
american_scientific_journal-11877	14	1	by	by	ADP
american_scientific_journal-11877	14	2	providing	provide	VERB
american_scientific_journal-11877	14	3	on	on	ADP
american_scientific_journal-11877	14	4	-	-	PUNCT
american_scientific_journal-11877	14	5	demand	demand	NOUN
american_scientific_journal-11877	14	6	access	access	NOUN
american_scientific_journal-11877	14	7	to	to	ADP
american_scientific_journal-11877	14	8	computing	compute	VERB
american_scientific_journal-11877	14	9	resources	resource	NOUN
american_scientific_journal-11877	14	10	,	,	PUNCT
american_scientific_journal-11877	14	11	cloud	cloud	NOUN
american_scientific_journal-11877	14	12	platforms	platform	NOUN
american_scientific_journal-11877	14	13	eliminate	eliminate	VERB
american_scientific_journal-11877	14	14	many	many	ADJ
american_scientific_journal-11877	14	15	traditional	traditional	ADJ
american_scientific_journal-11877	14	16	bottlenecks	bottleneck	NOUN
american_scientific_journal-11877	14	17	,	,	PUNCT
american_scientific_journal-11877	14	18	such	such	ADJ
american_scientific_journal-11877	14	19	as	as	ADP
american_scientific_journal-11877	14	20	hardware	hardware	NOUN
american_scientific_journal-11877	14	21	procurement	procurement	NOUN
american_scientific_journal-11877	14	22	and	and	CCONJ
american_scientific_journal-11877	14	23	manual	manual	ADJ
american_scientific_journal-11877	14	24	server	server	NOUN
american_scientific_journal-11877	14	25	configuration	configuration	NOUN
american_scientific_journal-11877	14	26	.	.	PUNCT
american_scientific_journal-11877	15	1	as	as	SCONJ
american_scientific_journal-11877	15	2	noted	note	VERB
american_scientific_journal-11877	15	3	by	by	ADP
american_scientific_journal-11877	15	4	armbrust	armbrust	ADV
american_scientific_journal-11877	15	5	and	and	CCONJ
american_scientific_journal-11877	15	6	his	his	PRON
american_scientific_journal-11877	15	7	colleagues	colleague	NOUN
american_scientific_journal-11877	16	1	[	[	X
american_scientific_journal-11877	16	2	2	2	NUM
american_scientific_journal-11877	16	3	]	]	PUNCT
american_scientific_journal-11877	16	4	,	,	PUNCT
american_scientific_journal-11877	16	5	the	the	DET
american_scientific_journal-11877	16	6	elasticity	elasticity	NOUN
american_scientific_journal-11877	16	7	and	and	CCONJ
american_scientific_journal-11877	16	8	scalability	scalability	NOUN
american_scientific_journal-11877	16	9	of	of	ADP
american_scientific_journal-11877	16	10	cloud	cloud	NOUN
american_scientific_journal-11877	16	11	services	service	NOUN
american_scientific_journal-11877	16	12	enable	enable	VERB
american_scientific_journal-11877	16	13	organizations	organization	NOUN
american_scientific_journal-11877	16	14	to	to	PART
american_scientific_journal-11877	16	15	dynamically	dynamically	VERB
american_scientific_journal-11877	16	16	allocate	allocate	VERB
american_scientific_journal-11877	16	17	resources	resource	NOUN
american_scientific_journal-11877	16	18	,	,	PUNCT
american_scientific_journal-11877	16	19	allowing	allow	VERB
american_scientific_journal-11877	16	20	them	they	PRON
american_scientific_journal-11877	16	21	to	to	PART
american_scientific_journal-11877	16	22	focus	focus	VERB
american_scientific_journal-11877	16	23	on	on	ADP
american_scientific_journal-11877	16	24	development	development	NOUN
american_scientific_journal-11877	16	25	and	and	CCONJ
american_scientific_journal-11877	16	26	innovation	innovation	NOUN
american_scientific_journal-11877	16	27	rather	rather	ADV
american_scientific_journal-11877	16	28	than	than	ADP
american_scientific_journal-11877	16	29	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	16	30	management	management	NOUN
american_scientific_journal-11877	16	31	.	.	PUNCT
american_scientific_journal-11877	17	1	this	this	DET
american_scientific_journal-11877	17	2	shift	shift	NOUN
american_scientific_journal-11877	17	3	is	be	AUX
american_scientific_journal-11877	17	4	not	not	PART
american_scientific_journal-11877	17	5	only	only	ADV
american_scientific_journal-11877	17	6	improving	improve	VERB
american_scientific_journal-11877	17	7	deployment	deployment	ADJ
american_scientific_journal-11877	17	8	timelines	timeline	NOUN
american_scientific_journal-11877	17	9	but	but	CCONJ
american_scientific_journal-11877	17	10	also	also	ADV
american_scientific_journal-11877	17	11	enhancing	enhance	VERB
american_scientific_journal-11877	17	12	the	the	DET
american_scientific_journal-11877	17	13	ability	ability	NOUN
american_scientific_journal-11877	17	14	to	to	PART
american_scientific_journal-11877	17	15	experiment	experiment	VERB
american_scientific_journal-11877	17	16	and	and	CCONJ
american_scientific_journal-11877	17	17	iterate	iterate	NOUN
american_scientific_journal-11877	17	18	in	in	ADP
american_scientific_journal-11877	17	19	real	real	ADJ
american_scientific_journal-11877	17	20	time	time	NOUN
american_scientific_journal-11877	17	21	.	.	PUNCT
american_scientific_journal-11877	18	1	traditional	traditional	ADJ
american_scientific_journal-11877	18	2	approaches	approach	NOUN
american_scientific_journal-11877	18	3	to	to	ADP
american_scientific_journal-11877	18	4	software	software	NOUN
american_scientific_journal-11877	18	5	deployment	deployment	NOUN
american_scientific_journal-11877	18	6	often	often	ADV
american_scientific_journal-11877	18	7	involve	involve	VERB
american_scientific_journal-11877	18	8	significant	significant	ADJ
american_scientific_journal-11877	18	9	challenges	challenge	NOUN
american_scientific_journal-11877	18	10	,	,	PUNCT
american_scientific_journal-11877	18	11	such	such	ADJ
american_scientific_journal-11877	18	12	as	as	ADP
american_scientific_journal-11877	18	13	long	long	ADJ
american_scientific_journal-11877	18	14	provisioning	provisioning	NOUN
american_scientific_journal-11877	18	15	times	time	NOUN
american_scientific_journal-11877	18	16	for	for	ADP
american_scientific_journal-11877	18	17	physical	physical	ADJ
american_scientific_journal-11877	18	18	hardware	hardware	NOUN
american_scientific_journal-11877	18	19	and	and	CCONJ
american_scientific_journal-11877	18	20	resource	resource	NOUN
american_scientific_journal-11877	18	21	constraints	constraint	NOUN
american_scientific_journal-11877	18	22	within	within	ADP
american_scientific_journal-11877	18	23	it	it	PRON
american_scientific_journal-11877	18	24	departments	department	NOUN
american_scientific_journal-11877	18	25	.	.	PUNCT
american_scientific_journal-11877	19	1	setting	set	VERB
american_scientific_journal-11877	19	2	up	up	ADP
american_scientific_journal-11877	19	3	onpremises	onpremise	NOUN
american_scientific_journal-11877	19	4	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	19	5	typically	typically	ADV
american_scientific_journal-11877	19	6	requires	require	VERB
american_scientific_journal-11877	19	7	substantial	substantial	ADJ
american_scientific_journal-11877	19	8	capital	capital	NOUN
american_scientific_journal-11877	19	9	investment	investment	NOUN
american_scientific_journal-11877	19	10	and	and	CCONJ
american_scientific_journal-11877	19	11	can	can	AUX
american_scientific_journal-11877	19	12	lead	lead	VERB
american_scientific_journal-11877	19	13	to	to	ADP
american_scientific_journal-11877	19	14	delays	delay	NOUN
american_scientific_journal-11877	19	15	due	due	ADP
american_scientific_journal-11877	19	16	to	to	ADP
american_scientific_journal-11877	19	17	procurement	procurement	NOUN
american_scientific_journal-11877	19	18	and	and	CCONJ
american_scientific_journal-11877	19	19	configuration	configuration	NOUN
american_scientific_journal-11877	19	20	processes	process	NOUN
american_scientific_journal-11877	19	21	[	[	X
american_scientific_journal-11877	19	22	3	3	NUM
american_scientific_journal-11877	19	23	]	]	PUNCT
american_scientific_journal-11877	19	24	.	.	PUNCT
american_scientific_journal-11877	20	1	furthermore	furthermore	ADV
american_scientific_journal-11877	20	2	,	,	PUNCT
american_scientific_journal-11877	20	3	these	these	DET
american_scientific_journal-11877	20	4	setups	setup	NOUN
american_scientific_journal-11877	20	5	lack	lack	VERB
american_scientific_journal-11877	20	6	the	the	DET
american_scientific_journal-11877	20	7	flexibility	flexibility	NOUN
american_scientific_journal-11877	20	8	needed	need	VERB
american_scientific_journal-11877	20	9	to	to	PART
american_scientific_journal-11877	20	10	accommodate	accommodate	VERB
american_scientific_journal-11877	20	11	rapid	rapid	ADJ
american_scientific_journal-11877	20	12	changes	change	NOUN
american_scientific_journal-11877	20	13	in	in	ADP
american_scientific_journal-11877	20	14	development	development	NOUN
american_scientific_journal-11877	20	15	needs	need	NOUN
american_scientific_journal-11877	20	16	,	,	PUNCT
american_scientific_journal-11877	20	17	often	often	ADV
american_scientific_journal-11877	20	18	resulting	result	VERB
american_scientific_journal-11877	20	19	in	in	ADP
american_scientific_journal-11877	20	20	slower	slow	ADJ
american_scientific_journal-11877	20	21	deployment	deployment	NOUN
american_scientific_journal-11877	20	22	cycles	cycle	NOUN
american_scientific_journal-11877	20	23	and	and	CCONJ
american_scientific_journal-11877	20	24	delayed	delay	VERB
american_scientific_journal-11877	20	25	product	product	NOUN
american_scientific_journal-11877	20	26	launches	launch	NOUN
american_scientific_journal-11877	20	27	.	.	PUNCT
american_scientific_journal-11877	21	1	the	the	DET
american_scientific_journal-11877	21	2	inability	inability	NOUN
american_scientific_journal-11877	21	3	to	to	PART
american_scientific_journal-11877	21	4	scale	scale	VERB
american_scientific_journal-11877	21	5	resources	resource	NOUN
american_scientific_journal-11877	21	6	dynamically	dynamically	ADV
american_scientific_journal-11877	21	7	also	also	ADV
american_scientific_journal-11877	21	8	poses	pose	VERB
american_scientific_journal-11877	21	9	a	a	DET
american_scientific_journal-11877	21	10	major	major	ADJ
american_scientific_journal-11877	21	11	limitation	limitation	NOUN
american_scientific_journal-11877	21	12	.	.	PUNCT
american_scientific_journal-11877	22	1	fixed	fix	VERB
american_scientific_journal-11877	22	2	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	22	3	can	can	AUX
american_scientific_journal-11877	22	4	become	become	VERB
american_scientific_journal-11877	22	5	a	a	DET
american_scientific_journal-11877	22	6	bottleneck	bottleneck	NOUN
american_scientific_journal-11877	22	7	during	during	ADP
american_scientific_journal-11877	22	8	high	high	ADJ
american_scientific_journal-11877	22	9	-	-	PUNCT
american_scientific_journal-11877	22	10	demand	demand	NOUN
american_scientific_journal-11877	22	11	periods	period	NOUN
american_scientific_journal-11877	22	12	,	,	PUNCT
american_scientific_journal-11877	22	13	while	while	SCONJ
american_scientific_journal-11877	22	14	overprovisioning	overprovisione	VERB
american_scientific_journal-11877	22	15	leads	lead	VERB
american_scientific_journal-11877	22	16	to	to	ADP
american_scientific_journal-11877	22	17	resource	resource	NOUN
american_scientific_journal-11877	22	18	wastage	wastage	NOUN
american_scientific_journal-11877	22	19	.	.	PUNCT
american_scientific_journal-11877	23	1	these	these	DET
american_scientific_journal-11877	23	2	challenges	challenge	NOUN
american_scientific_journal-11877	23	3	hinder	hinder	VERB
american_scientific_journal-11877	23	4	organizations	organization	NOUN
american_scientific_journal-11877	23	5	from	from	ADP
american_scientific_journal-11877	23	6	achieving	achieve	VERB
american_scientific_journal-11877	23	7	the	the	DET
american_scientific_journal-11877	23	8	agility	agility	NOUN
american_scientific_journal-11877	23	9	required	require	VERB
american_scientific_journal-11877	23	10	to	to	PART
american_scientific_journal-11877	23	11	maintain	maintain	VERB
american_scientific_journal-11877	23	12	a	a	DET
american_scientific_journal-11877	23	13	competitive	competitive	ADJ
american_scientific_journal-11877	23	14	edge	edge	NOUN
american_scientific_journal-11877	23	15	in	in	ADP
american_scientific_journal-11877	23	16	fast	fast	ADV
american_scientific_journal-11877	23	17	-	-	PUNCT
american_scientific_journal-11877	23	18	evolving	evolve	VERB
american_scientific_journal-11877	23	19	markets	market	NOUN
american_scientific_journal-11877	23	20	.	.	PUNCT
american_scientific_journal-11877	24	1	this	this	DET
american_scientific_journal-11877	24	2	article	article	NOUN
american_scientific_journal-11877	24	3	aims	aim	VERB
american_scientific_journal-11877	24	4	to	to	PART
american_scientific_journal-11877	24	5	address	address	VERB
american_scientific_journal-11877	24	6	the	the	DET
american_scientific_journal-11877	24	7	following	follow	VERB
american_scientific_journal-11877	24	8	key	key	ADJ
american_scientific_journal-11877	24	9	research	research	NOUN
american_scientific_journal-11877	24	10	questions	question	NOUN
american_scientific_journal-11877	24	11	:	:	PUNCT
american_scientific_journal-11877	24	12	1	1	X
american_scientific_journal-11877	24	13	.	.	X
american_scientific_journal-11877	24	14	how	how	SCONJ
american_scientific_journal-11877	24	15	does	do	AUX
american_scientific_journal-11877	24	16	the	the	DET
american_scientific_journal-11877	24	17	on	on	ADP
american_scientific_journal-11877	24	18	-	-	PUNCT
american_scientific_journal-11877	24	19	demand	demand	NOUN
american_scientific_journal-11877	24	20	nature	nature	NOUN
american_scientific_journal-11877	24	21	of	of	ADP
american_scientific_journal-11877	24	22	cloud	cloud	ADJ
american_scientific_journal-11877	24	23	resources	resource	NOUN
american_scientific_journal-11877	24	24	impact	impact	NOUN
american_scientific_journal-11877	24	25	software	software	NOUN
american_scientific_journal-11877	24	26	deployment	deployment	NOUN
american_scientific_journal-11877	24	27	cycles	cycle	NOUN
american_scientific_journal-11877	24	28	?	?	PUNCT
american_scientific_journal-11877	25	1	2	2	X
american_scientific_journal-11877	25	2	.	.	X
american_scientific_journal-11877	25	3	what	what	PRON
american_scientific_journal-11877	25	4	are	be	AUX
american_scientific_journal-11877	25	5	the	the	DET
american_scientific_journal-11877	25	6	key	key	ADJ
american_scientific_journal-11877	25	7	factors	factor	NOUN
american_scientific_journal-11877	25	8	enabling	enable	VERB
american_scientific_journal-11877	25	9	faster	fast	ADJ
american_scientific_journal-11877	25	10	go	go	VERB
american_scientific_journal-11877	25	11	-	-	PUNCT
american_scientific_journal-11877	25	12	to	to	ADP
american_scientific_journal-11877	25	13	-	-	PUNCT
american_scientific_journal-11877	25	14	market	market	NOUN
american_scientific_journal-11877	25	15	strategies	strategy	NOUN
american_scientific_journal-11877	25	16	using	use	VERB
american_scientific_journal-11877	25	17	cloud	cloud	NOUN
american_scientific_journal-11877	25	18	computing	computing	NOUN
american_scientific_journal-11877	25	19	?	?	PUNCT
american_scientific_journal-11877	26	1	by	by	ADP
american_scientific_journal-11877	26	2	answering	answer	VERB
american_scientific_journal-11877	26	3	these	these	DET
american_scientific_journal-11877	26	4	questions	question	NOUN
american_scientific_journal-11877	26	5	,	,	PUNCT
american_scientific_journal-11877	26	6	the	the	DET
american_scientific_journal-11877	26	7	study	study	NOUN
american_scientific_journal-11877	26	8	seeks	seek	VERB
american_scientific_journal-11877	26	9	to	to	PART
american_scientific_journal-11877	26	10	provide	provide	VERB
american_scientific_journal-11877	26	11	insights	insight	NOUN
american_scientific_journal-11877	26	12	into	into	ADP
american_scientific_journal-11877	26	13	how	how	SCONJ
american_scientific_journal-11877	26	14	cloud	cloud	ADJ
american_scientific_journal-11877	26	15	technology	technology	NOUN
american_scientific_journal-11877	26	16	supports	support	VERB
american_scientific_journal-11877	26	17	software	software	NOUN
american_scientific_journal-11877	26	18	development	development	NOUN
american_scientific_journal-11877	26	19	teams	team	NOUN
american_scientific_journal-11877	26	20	in	in	ADP
american_scientific_journal-11877	26	21	reducing	reduce	VERB
american_scientific_journal-11877	26	22	time	time	NOUN
american_scientific_journal-11877	26	23	-	-	PUNCT
american_scientific_journal-11877	26	24	to	to	ADP
american_scientific_journal-11877	26	25	-	-	PUNCT
american_scientific_journal-11877	26	26	market	market	NOUN
american_scientific_journal-11877	26	27	and	and	CCONJ
american_scientific_journal-11877	26	28	achieving	achieve	VERB
american_scientific_journal-11877	26	29	greater	great	ADJ
american_scientific_journal-11877	26	30	operational	operational	ADJ
american_scientific_journal-11877	26	31	efficiency	efficiency	NOUN
american_scientific_journal-11877	26	32	.	.	PUNCT
american_scientific_journal-11877	27	1	the	the	DET
american_scientific_journal-11877	27	2	implications	implication	NOUN
american_scientific_journal-11877	27	3	of	of	ADP
american_scientific_journal-11877	27	4	faster	fast	ADJ
american_scientific_journal-11877	27	5	time	time	NOUN
american_scientific_journal-11877	27	6	-	-	PUNCT
american_scientific_journal-11877	27	7	to	to	ADP
american_scientific_journal-11877	27	8	-	-	PUNCT
american_scientific_journal-11877	27	9	market	market	NOUN
american_scientific_journal-11877	27	10	extend	extend	NOUN
american_scientific_journal-11877	27	11	beyond	beyond	ADP
american_scientific_journal-11877	27	12	operational	operational	ADJ
american_scientific_journal-11877	27	13	efficiency	efficiency	NOUN
american_scientific_journal-11877	27	14	,	,	PUNCT
american_scientific_journal-11877	27	15	impacting	impact	VERB
american_scientific_journal-11877	27	16	the	the	DET
american_scientific_journal-11877	27	17	overall	overall	ADJ
american_scientific_journal-11877	27	18	competitiveness	competitiveness	NOUN
american_scientific_journal-11877	27	19	of	of	ADP
american_scientific_journal-11877	27	20	organizations	organization	NOUN
american_scientific_journal-11877	27	21	in	in	ADP
american_scientific_journal-11877	27	22	the	the	DET
american_scientific_journal-11877	27	23	software	software	NOUN
american_scientific_journal-11877	27	24	industry	industry	NOUN
american_scientific_journal-11877	27	25	.	.	PUNCT
american_scientific_journal-11877	28	1	companies	company	NOUN
american_scientific_journal-11877	28	2	that	that	PRON
american_scientific_journal-11877	28	3	leverage	leverage	VERB
american_scientific_journal-11877	28	4	cloud	cloud	NOUN
american_scientific_journal-11877	28	5	computing	computing	NOUN
american_scientific_journal-11877	28	6	can	can	AUX
american_scientific_journal-11877	28	7	deliver	deliver	VERB
american_scientific_journal-11877	28	8	products	product	NOUN
american_scientific_journal-11877	28	9	and	and	CCONJ
american_scientific_journal-11877	28	10	updates	update	NOUN
american_scientific_journal-11877	28	11	more	more	ADV
american_scientific_journal-11877	28	12	quickly	quickly	ADV
american_scientific_journal-11877	28	13	,	,	PUNCT
american_scientific_journal-11877	28	14	enabling	enable	VERB
american_scientific_journal-11877	28	15	them	they	PRON
american_scientific_journal-11877	28	16	to	to	PART
american_scientific_journal-11877	28	17	capture	capture	VERB
american_scientific_journal-11877	28	18	market	market	NOUN
american_scientific_journal-11877	28	19	opportunities	opportunity	NOUN
american_scientific_journal-11877	28	20	and	and	CCONJ
american_scientific_journal-11877	28	21	adapt	adapt	VERB
american_scientific_journal-11877	28	22	to	to	ADP
american_scientific_journal-11877	28	23	changing	change	VERB
american_scientific_journal-11877	28	24	customer	customer	NOUN
american_scientific_journal-11877	28	25	needs	need	NOUN
american_scientific_journal-11877	28	26	.	.	PUNCT
american_scientific_journal-11877	29	1	additionally	additionally	ADV
american_scientific_journal-11877	29	2	,	,	PUNCT
american_scientific_journal-11877	29	3	the	the	DET
american_scientific_journal-11877	29	4	reduced	reduced	ADJ
american_scientific_journal-11877	29	5	reliance	reliance	NOUN
american_scientific_journal-11877	29	6	on	on	ADP
american_scientific_journal-11877	29	7	traditional	traditional	ADJ
american_scientific_journal-11877	29	8	it	it	PRON
american_scientific_journal-11877	29	9	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	29	10	allows	allow	VERB
american_scientific_journal-11877	29	11	businesses	business	NOUN
american_scientific_journal-11877	29	12	to	to	PART
american_scientific_journal-11877	29	13	allocate	allocate	VERB
american_scientific_journal-11877	29	14	resources	resource	NOUN
american_scientific_journal-11877	29	15	more	more	ADV
american_scientific_journal-11877	29	16	effectively	effectively	ADV
american_scientific_journal-11877	29	17	,	,	PUNCT
american_scientific_journal-11877	29	18	fostering	foster	VERB
american_scientific_journal-11877	29	19	innovation	innovation	NOUN
american_scientific_journal-11877	29	20	and	and	CCONJ
american_scientific_journal-11877	29	21	growth	growth	NOUN
american_scientific_journal-11877	29	22	[	[	X
american_scientific_journal-11877	29	23	4	4	NUM
american_scientific_journal-11877	29	24	]	]	PUNCT
american_scientific_journal-11877	29	25	.	.	PUNCT
american_scientific_journal-11877	30	1	understanding	understand	VERB
american_scientific_journal-11877	30	2	how	how	SCONJ
american_scientific_journal-11877	30	3	cloud	cloud	ADJ
american_scientific_journal-11877	30	4	computing	computing	NOUN
american_scientific_journal-11877	30	5	accelerates	accelerate	VERB
american_scientific_journal-11877	30	6	deployment	deployment	NOUN
american_scientific_journal-11877	30	7	cycles	cycle	NOUN
american_scientific_journal-11877	30	8	is	be	AUX
american_scientific_journal-11877	30	9	crucial	crucial	ADJ
american_scientific_journal-11877	30	10	for	for	ADP
american_scientific_journal-11877	30	11	organizations	organization	NOUN
american_scientific_journal-11877	30	12	aiming	aim	VERB
american_scientific_journal-11877	30	13	to	to	PART
american_scientific_journal-11877	30	14	adopt	adopt	VERB
american_scientific_journal-11877	30	15	modern	modern	ADJ
american_scientific_journal-11877	30	16	development	development	NOUN
american_scientific_journal-11877	30	17	practices	practice	NOUN
american_scientific_journal-11877	30	18	.	.	PUNCT
american_scientific_journal-11877	31	1	it	it	PRON
american_scientific_journal-11877	31	2	also	also	ADV
american_scientific_journal-11877	31	3	highlights	highlight	VERB
american_scientific_journal-11877	31	4	the	the	DET
american_scientific_journal-11877	31	5	strategic	strategic	ADJ
american_scientific_journal-11877	31	6	value	value	NOUN
american_scientific_journal-11877	31	7	of	of	ADP
american_scientific_journal-11877	31	8	cloud	cloud	ADJ
american_scientific_journal-11877	31	9	technology	technology	NOUN
american_scientific_journal-11877	31	10	as	as	ADP
american_scientific_journal-11877	31	11	a	a	DET
american_scientific_journal-11877	31	12	driver	driver	NOUN
american_scientific_journal-11877	31	13	of	of	ADP
american_scientific_journal-11877	31	14	digital	digital	ADJ
american_scientific_journal-11877	31	15	transformation	transformation	NOUN
american_scientific_journal-11877	31	16	in	in	ADP
american_scientific_journal-11877	31	17	the	the	DET
american_scientific_journal-11877	31	18	software	software	NOUN
american_scientific_journal-11877	31	19	industry	industry	NOUN
american_scientific_journal-11877	31	20	.	.	PUNCT
american_scientific_journal-11877	32	1	by	by	ADP
american_scientific_journal-11877	32	2	exploring	explore	VERB
american_scientific_journal-11877	32	3	the	the	DET
american_scientific_journal-11877	32	4	factors	factor	NOUN
american_scientific_journal-11877	32	5	that	that	PRON
american_scientific_journal-11877	32	6	contribute	contribute	VERB
american_scientific_journal-11877	32	7	to	to	ADP
american_scientific_journal-11877	32	8	faster	fast	ADV
american_scientific_journal-11877	32	9	go	go	VERB
american_scientific_journal-11877	32	10	-	-	PUNCT
american_scientific_journal-11877	32	11	to	to	ADP
american_scientific_journal-11877	32	12	-	-	PUNCT
american_scientific_journal-11877	32	13	market	market	NOUN
american_scientific_journal-11877	32	14	strategies	strategy	NOUN
american_scientific_journal-11877	32	15	,	,	PUNCT
american_scientific_journal-11877	32	16	this	this	DET
american_scientific_journal-11877	32	17	study	study	NOUN
american_scientific_journal-11877	32	18	aims	aim	VERB
american_scientific_journal-11877	32	19	to	to	PART
american_scientific_journal-11877	32	20	provide	provide	VERB
american_scientific_journal-11877	32	21	actionable	actionable	ADJ
american_scientific_journal-11877	32	22	insights	insight	NOUN
american_scientific_journal-11877	32	23	for	for	ADP
american_scientific_journal-11877	32	24	businesses	business	NOUN
american_scientific_journal-11877	32	25	seeking	seek	VERB
american_scientific_journal-11877	32	26	to	to	PART
american_scientific_journal-11877	32	27	enhance	enhance	VERB
american_scientific_journal-11877	32	28	their	their	PRON
american_scientific_journal-11877	32	29	competitive	competitive	ADJ
american_scientific_journal-11877	32	30	position	position	NOUN
american_scientific_journal-11877	32	31	.	.	PUNCT
american_scientific_journal-11877	33	1	2	2	X
american_scientific_journal-11877	33	2	.	.	X
american_scientific_journal-11877	33	3	methods	method	NOUN
american_scientific_journal-11877	33	4	and	and	CCONJ
american_scientific_journal-11877	33	5	materials	material	NOUN
american_scientific_journal-11877	33	6	this	this	DET
american_scientific_journal-11877	33	7	study	study	NOUN
american_scientific_journal-11877	33	8	employs	employ	VERB
american_scientific_journal-11877	33	9	a	a	DET
american_scientific_journal-11877	33	10	mixed	mixed	ADJ
american_scientific_journal-11877	33	11	-	-	PUNCT
american_scientific_journal-11877	33	12	methods	method	NOUN
american_scientific_journal-11877	33	13	approach	approach	NOUN
american_scientific_journal-11877	33	14	to	to	PART
american_scientific_journal-11877	33	15	analyze	analyze	VERB
american_scientific_journal-11877	33	16	the	the	DET
american_scientific_journal-11877	33	17	role	role	NOUN
american_scientific_journal-11877	33	18	of	of	ADP
american_scientific_journal-11877	33	19	cloud	cloud	NOUN
american_scientific_journal-11877	33	20	computing	computing	NOUN
american_scientific_journal-11877	33	21	in	in	ADP
american_scientific_journal-11877	33	22	accelerating	accelerate	VERB
american_scientific_journal-11877	33	23	software	software	NOUN
american_scientific_journal-11877	33	24	deployment	deployment	NOUN
american_scientific_journal-11877	33	25	.	.	PUNCT
american_scientific_journal-11877	34	1	the	the	DET
american_scientific_journal-11877	34	2	primary	primary	ADJ
american_scientific_journal-11877	34	3	methodology	methodology	NOUN
american_scientific_journal-11877	34	4	involves	involve	VERB
american_scientific_journal-11877	34	5	a	a	DET
american_scientific_journal-11877	34	6	combination	combination	NOUN
american_scientific_journal-11877	34	7	of	of	ADP
american_scientific_journal-11877	34	8	case	case	NOUN
american_scientific_journal-11877	34	9	study	study	NOUN
american_scientific_journal-11877	34	10	analysis	analysis	NOUN
american_scientific_journal-11877	34	11	,	,	PUNCT
american_scientific_journal-11877	34	12	literature	literature	NOUN
american_scientific_journal-11877	34	13	review	review	NOUN
american_scientific_journal-11877	34	14	,	,	PUNCT
american_scientific_journal-11877	34	15	and	and	CCONJ
american_scientific_journal-11877	34	16	secondary	secondary	ADJ
american_scientific_journal-11877	34	17	data	datum	NOUN
american_scientific_journal-11877	34	18	analysis	analysis	NOUN
american_scientific_journal-11877	34	19	.	.	PUNCT
american_scientific_journal-11877	35	1	the	the	DET
american_scientific_journal-11877	35	2	case	case	NOUN
american_scientific_journal-11877	35	3	studies	study	NOUN
american_scientific_journal-11877	35	4	focus	focus	VERB
american_scientific_journal-11877	35	5	on	on	ADP
american_scientific_journal-11877	35	6	real	real	ADJ
american_scientific_journal-11877	35	7	-	-	PUNCT
american_scientific_journal-11877	35	8	world	world	NOUN
american_scientific_journal-11877	35	9	examples	example	NOUN
american_scientific_journal-11877	35	10	of	of	ADP
american_scientific_journal-11877	35	11	organizations	organization	NOUN
american_scientific_journal-11877	35	12	that	that	PRON
american_scientific_journal-11877	35	13	have	have	VERB
american_scientific_journal-11877	35	14	successfully	successfully	ADV
american_scientific_journal-11877	35	15	american	american	ADJ
american_scientific_journal-11877	35	16	academic	academic	ADJ
american_scientific_journal-11877	35	17	scientific	scientific	ADJ
american_scientific_journal-11877	35	18	research	research	NOUN
american_scientific_journal-11877	35	19	journal	journal	NOUN
american_scientific_journal-11877	35	20	for	for	ADP
american_scientific_journal-11877	35	21	engineering	engineering	NOUN
american_scientific_journal-11877	35	22	,	,	PUNCT
american_scientific_journal-11877	35	23	technology	technology	NOUN
american_scientific_journal-11877	35	24	,	,	PUNCT
american_scientific_journal-11877	35	25	and	and	CCONJ
american_scientific_journal-11877	35	26	sciences	science	NOUN
american_scientific_journal-11877	35	27	(	(	PUNCT
american_scientific_journal-11877	35	28	asrjets	asrjet	NOUN
american_scientific_journal-11877	35	29	)	)	PUNCT
american_scientific_journal-11877	35	30	volume	volume	NOUN
american_scientific_journal-11877	35	31	102	102	NUM
american_scientific_journal-11877	35	32	,	,	PUNCT
american_scientific_journal-11877	35	33	no	no	DET
american_scientific_journal-11877	35	34	1	1	NUM
american_scientific_journal-11877	35	35	,	,	PUNCT
american_scientific_journal-11877	35	36	pp	pp	ADV
american_scientific_journal-11877	35	37	371	371	NUM
american_scientific_journal-11877	35	38	-	-	SYM
american_scientific_journal-11877	35	39	381	381	NUM
american_scientific_journal-11877	35	40	373	373	NUM
american_scientific_journal-11877	35	41	leveraged	leverage	VERB
american_scientific_journal-11877	35	42	cloud	cloud	NOUN
american_scientific_journal-11877	35	43	technologies	technology	NOUN
american_scientific_journal-11877	35	44	to	to	PART
american_scientific_journal-11877	35	45	achieve	achieve	VERB
american_scientific_journal-11877	35	46	faster	fast	ADJ
american_scientific_journal-11877	35	47	time	time	NOUN
american_scientific_journal-11877	35	48	-	-	PUNCT
american_scientific_journal-11877	35	49	to	to	ADP
american_scientific_journal-11877	35	50	-	-	PUNCT
american_scientific_journal-11877	35	51	market	market	NOUN
american_scientific_journal-11877	35	52	.	.	PUNCT
american_scientific_journal-11877	36	1	the	the	DET
american_scientific_journal-11877	36	2	literature	literature	PROPN
american_scientific_journal-11877	36	3	review	review	NOUN
american_scientific_journal-11877	36	4	examines	examine	VERB
american_scientific_journal-11877	36	5	existing	exist	VERB
american_scientific_journal-11877	36	6	research	research	NOUN
american_scientific_journal-11877	36	7	,	,	PUNCT
american_scientific_journal-11877	36	8	reports	report	NOUN
american_scientific_journal-11877	36	9	,	,	PUNCT
american_scientific_journal-11877	36	10	and	and	CCONJ
american_scientific_journal-11877	36	11	academic	academic	ADJ
american_scientific_journal-11877	36	12	publications	publication	NOUN
american_scientific_journal-11877	36	13	on	on	ADP
american_scientific_journal-11877	36	14	cloud	cloud	NOUN
american_scientific_journal-11877	36	15	computing	computing	NOUN
american_scientific_journal-11877	36	16	,	,	PUNCT
american_scientific_journal-11877	36	17	deployment	deployment	NOUN
american_scientific_journal-11877	36	18	cycles	cycle	NOUN
american_scientific_journal-11877	36	19	,	,	PUNCT
american_scientific_journal-11877	36	20	and	and	CCONJ
american_scientific_journal-11877	36	21	time	time	NOUN
american_scientific_journal-11877	36	22	-	-	PUNCT
american_scientific_journal-11877	36	23	to	to	ADP
american_scientific_journal-11877	36	24	-	-	PUNCT
american_scientific_journal-11877	36	25	market	market	NOUN
american_scientific_journal-11877	36	26	strategies	strategy	NOUN
american_scientific_journal-11877	36	27	.	.	PUNCT
american_scientific_journal-11877	37	1	secondary	secondary	ADJ
american_scientific_journal-11877	37	2	data	datum	NOUN
american_scientific_journal-11877	37	3	from	from	ADP
american_scientific_journal-11877	37	4	industry	industry	NOUN
american_scientific_journal-11877	37	5	reports	report	NOUN
american_scientific_journal-11877	37	6	and	and	CCONJ
american_scientific_journal-11877	37	7	cloud	cloud	NOUN
american_scientific_journal-11877	37	8	service	service	NOUN
american_scientific_journal-11877	37	9	providers	provider	NOUN
american_scientific_journal-11877	37	10	are	be	AUX
american_scientific_journal-11877	37	11	also	also	ADV
american_scientific_journal-11877	37	12	incorporated	incorporate	VERB
american_scientific_journal-11877	37	13	to	to	PART
american_scientific_journal-11877	37	14	support	support	VERB
american_scientific_journal-11877	37	15	empirical	empirical	ADJ
american_scientific_journal-11877	37	16	findings	finding	NOUN
american_scientific_journal-11877	37	17	and	and	CCONJ
american_scientific_journal-11877	37	18	provide	provide	VERB
american_scientific_journal-11877	37	19	quantitative	quantitative	ADJ
american_scientific_journal-11877	37	20	insights	insight	NOUN
american_scientific_journal-11877	37	21	.	.	PUNCT
american_scientific_journal-11877	38	1	the	the	DET
american_scientific_journal-11877	38	2	data	datum	NOUN
american_scientific_journal-11877	38	3	for	for	ADP
american_scientific_journal-11877	38	4	this	this	DET
american_scientific_journal-11877	38	5	study	study	NOUN
american_scientific_journal-11877	38	6	is	be	AUX
american_scientific_journal-11877	38	7	drawn	draw	VERB
american_scientific_journal-11877	38	8	from	from	ADP
american_scientific_journal-11877	38	9	multiple	multiple	ADJ
american_scientific_journal-11877	38	10	reliable	reliable	ADJ
american_scientific_journal-11877	38	11	sources	source	NOUN
american_scientific_journal-11877	38	12	:	:	PUNCT
american_scientific_journal-11877	38	13	⎯	⎯	PROPN
american_scientific_journal-11877	38	14	case	case	NOUN
american_scientific_journal-11877	38	15	studies	study	NOUN
american_scientific_journal-11877	38	16	.	.	PUNCT
american_scientific_journal-11877	39	1	detailed	detailed	ADJ
american_scientific_journal-11877	39	2	case	case	NOUN
american_scientific_journal-11877	39	3	studies	study	NOUN
american_scientific_journal-11877	39	4	of	of	ADP
american_scientific_journal-11877	39	5	companies	company	NOUN
american_scientific_journal-11877	39	6	from	from	ADP
american_scientific_journal-11877	39	7	different	different	ADJ
american_scientific_journal-11877	39	8	industries	industry	NOUN
american_scientific_journal-11877	39	9	that	that	PRON
american_scientific_journal-11877	39	10	have	have	AUX
american_scientific_journal-11877	39	11	adopted	adopt	VERB
american_scientific_journal-11877	39	12	cloud	cloud	ADJ
american_scientific_journal-11877	39	13	solutions	solution	NOUN
american_scientific_journal-11877	39	14	for	for	ADP
american_scientific_journal-11877	39	15	software	software	NOUN
american_scientific_journal-11877	39	16	deployment	deployment	NOUN
american_scientific_journal-11877	39	17	.	.	PUNCT
american_scientific_journal-11877	40	1	these	these	DET
american_scientific_journal-11877	40	2	cases	case	NOUN
american_scientific_journal-11877	40	3	highlight	highlight	VERB
american_scientific_journal-11877	40	4	the	the	DET
american_scientific_journal-11877	40	5	challenges	challenge	NOUN
american_scientific_journal-11877	40	6	faced	face	VERB
american_scientific_journal-11877	40	7	before	before	ADP
american_scientific_journal-11877	40	8	cloud	cloud	ADJ
american_scientific_journal-11877	40	9	adoption	adoption	NOUN
american_scientific_journal-11877	40	10	,	,	PUNCT
american_scientific_journal-11877	40	11	the	the	DET
american_scientific_journal-11877	40	12	strategies	strategy	NOUN
american_scientific_journal-11877	40	13	implemented	implement	VERB
american_scientific_journal-11877	40	14	,	,	PUNCT
american_scientific_journal-11877	40	15	and	and	CCONJ
american_scientific_journal-11877	40	16	the	the	DET
american_scientific_journal-11877	40	17	outcomes	outcome	NOUN
american_scientific_journal-11877	40	18	achieved	achieve	VERB
american_scientific_journal-11877	40	19	.	.	PUNCT
american_scientific_journal-11877	41	1	⎯	⎯	PROPN
american_scientific_journal-11877	41	2	industry	industry	NOUN
american_scientific_journal-11877	41	3	reports	report	VERB
american_scientific_journal-11877	41	4	.	.	PUNCT
american_scientific_journal-11877	42	1	reports	report	NOUN
american_scientific_journal-11877	42	2	from	from	ADP
american_scientific_journal-11877	42	3	leading	lead	VERB
american_scientific_journal-11877	42	4	cloud	cloud	NOUN
american_scientific_journal-11877	42	5	service	service	NOUN
american_scientific_journal-11877	42	6	providers	provider	NOUN
american_scientific_journal-11877	42	7	such	such	ADJ
american_scientific_journal-11877	42	8	as	as	ADP
american_scientific_journal-11877	42	9	amazon	amazon	PROPN
american_scientific_journal-11877	42	10	web	web	NOUN
american_scientific_journal-11877	42	11	services	service	NOUN
american_scientific_journal-11877	42	12	(	(	PUNCT
american_scientific_journal-11877	42	13	aws	aw	NOUN
american_scientific_journal-11877	42	14	)	)	PUNCT
american_scientific_journal-11877	42	15	,	,	PUNCT
american_scientific_journal-11877	42	16	microsoft	microsoft	PROPN
american_scientific_journal-11877	42	17	azure	azure	NOUN
american_scientific_journal-11877	42	18	,	,	PUNCT
american_scientific_journal-11877	42	19	and	and	CCONJ
american_scientific_journal-11877	42	20	google	google	PROPN
american_scientific_journal-11877	42	21	cloud	cloud	NOUN
american_scientific_journal-11877	42	22	,	,	PUNCT
american_scientific_journal-11877	42	23	focusing	focus	VERB
american_scientific_journal-11877	42	24	on	on	ADP
american_scientific_journal-11877	42	25	deployment	deployment	ADJ
american_scientific_journal-11877	42	26	cycle	cycle	NOUN
american_scientific_journal-11877	42	27	improvements	improvement	NOUN
american_scientific_journal-11877	42	28	,	,	PUNCT
american_scientific_journal-11877	42	29	scalability	scalability	NOUN
american_scientific_journal-11877	42	30	metrics	metric	NOUN
american_scientific_journal-11877	42	31	,	,	PUNCT
american_scientific_journal-11877	42	32	and	and	CCONJ
american_scientific_journal-11877	42	33	provisioning	provisioning	NOUN
american_scientific_journal-11877	42	34	times	time	NOUN
american_scientific_journal-11877	42	35	.	.	PUNCT
american_scientific_journal-11877	43	1	⎯	⎯	PROPN
american_scientific_journal-11877	43	2	expert	expert	NOUN
american_scientific_journal-11877	43	3	insights	insight	NOUN
american_scientific_journal-11877	43	4	.	.	PUNCT
american_scientific_journal-11877	44	1	interviews	interview	NOUN
american_scientific_journal-11877	44	2	and	and	CCONJ
american_scientific_journal-11877	44	3	commentaries	commentary	NOUN
american_scientific_journal-11877	44	4	from	from	ADP
american_scientific_journal-11877	44	5	industry	industry	NOUN
american_scientific_journal-11877	44	6	experts	expert	NOUN
american_scientific_journal-11877	44	7	and	and	CCONJ
american_scientific_journal-11877	44	8	cloud	cloud	NOUN
american_scientific_journal-11877	44	9	practitioners	practitioner	NOUN
american_scientific_journal-11877	44	10	,	,	PUNCT
american_scientific_journal-11877	44	11	providing	provide	VERB
american_scientific_journal-11877	44	12	qualitative	qualitative	ADJ
american_scientific_journal-11877	44	13	insights	insight	NOUN
american_scientific_journal-11877	44	14	into	into	ADP
american_scientific_journal-11877	44	15	the	the	DET
american_scientific_journal-11877	44	16	practical	practical	ADJ
american_scientific_journal-11877	44	17	applications	application	NOUN
american_scientific_journal-11877	44	18	and	and	CCONJ
american_scientific_journal-11877	44	19	benefits	benefit	NOUN
american_scientific_journal-11877	44	20	of	of	ADP
american_scientific_journal-11877	44	21	cloud	cloud	NOUN
american_scientific_journal-11877	44	22	technologies	technology	NOUN
american_scientific_journal-11877	44	23	.	.	PUNCT
american_scientific_journal-11877	45	1	⎯	⎯	PROPN
american_scientific_journal-11877	45	2	academic	academic	ADJ
american_scientific_journal-11877	45	3	publications	publication	NOUN
american_scientific_journal-11877	45	4	.	.	PUNCT
american_scientific_journal-11877	46	1	peer	peer	NOUN
american_scientific_journal-11877	46	2	-	-	PUNCT
american_scientific_journal-11877	46	3	reviewed	review	VERB
american_scientific_journal-11877	46	4	articles	article	NOUN
american_scientific_journal-11877	46	5	and	and	CCONJ
american_scientific_journal-11877	46	6	conference	conference	NOUN
american_scientific_journal-11877	46	7	papers	paper	NOUN
american_scientific_journal-11877	46	8	on	on	ADP
american_scientific_journal-11877	46	9	cloud	cloud	NOUN
american_scientific_journal-11877	46	10	computing	computing	NOUN
american_scientific_journal-11877	46	11	,	,	PUNCT
american_scientific_journal-11877	46	12	devops	devop	NOUN
american_scientific_journal-11877	46	13	,	,	PUNCT
american_scientific_journal-11877	46	14	and	and	CCONJ
american_scientific_journal-11877	46	15	software	software	NOUN
american_scientific_journal-11877	46	16	engineering	engineering	NOUN
american_scientific_journal-11877	46	17	,	,	PUNCT
american_scientific_journal-11877	46	18	sourced	source	VERB
american_scientific_journal-11877	46	19	from	from	ADP
american_scientific_journal-11877	46	20	databases	database	NOUN
american_scientific_journal-11877	46	21	like	like	ADP
american_scientific_journal-11877	46	22	ieee	ieee	PROPN
american_scientific_journal-11877	46	23	xplore	xplore	PROPN
american_scientific_journal-11877	46	24	,	,	PUNCT
american_scientific_journal-11877	46	25	sciencedirect	sciencedirect	PROPN
american_scientific_journal-11877	46	26	,	,	PUNCT
american_scientific_journal-11877	46	27	and	and	CCONJ
american_scientific_journal-11877	46	28	springerlink	springerlink	NOUN
american_scientific_journal-11877	46	29	.	.	PUNCT
american_scientific_journal-11877	47	1	by	by	ADP
american_scientific_journal-11877	47	2	triangulating	triangulate	VERB
american_scientific_journal-11877	47	3	data	datum	NOUN
american_scientific_journal-11877	47	4	from	from	ADP
american_scientific_journal-11877	47	5	these	these	DET
american_scientific_journal-11877	47	6	sources	source	NOUN
american_scientific_journal-11877	47	7	,	,	PUNCT
american_scientific_journal-11877	47	8	the	the	DET
american_scientific_journal-11877	47	9	study	study	NOUN
american_scientific_journal-11877	47	10	ensures	ensure	VERB
american_scientific_journal-11877	47	11	a	a	DET
american_scientific_journal-11877	47	12	comprehensive	comprehensive	ADJ
american_scientific_journal-11877	47	13	and	and	CCONJ
american_scientific_journal-11877	47	14	balanced	balanced	ADJ
american_scientific_journal-11877	47	15	analysis	analysis	NOUN
american_scientific_journal-11877	47	16	of	of	ADP
american_scientific_journal-11877	47	17	the	the	DET
american_scientific_journal-11877	47	18	subject	subject	NOUN
american_scientific_journal-11877	47	19	.	.	PUNCT
american_scientific_journal-11877	48	1	the	the	DET
american_scientific_journal-11877	48	2	analysis	analysis	NOUN
american_scientific_journal-11877	48	3	framework	framework	NOUN
american_scientific_journal-11877	48	4	is	be	AUX
american_scientific_journal-11877	48	5	designed	design	VERB
american_scientific_journal-11877	48	6	to	to	PART
american_scientific_journal-11877	48	7	evaluate	evaluate	VERB
american_scientific_journal-11877	48	8	the	the	DET
american_scientific_journal-11877	48	9	effectiveness	effectiveness	NOUN
american_scientific_journal-11877	48	10	of	of	ADP
american_scientific_journal-11877	48	11	cloud	cloud	NOUN
american_scientific_journal-11877	48	12	technologies	technology	NOUN
american_scientific_journal-11877	48	13	in	in	ADP
american_scientific_journal-11877	48	14	software	software	NOUN
american_scientific_journal-11877	48	15	deployment	deployment	NOUN
american_scientific_journal-11877	48	16	across	across	ADP
american_scientific_journal-11877	48	17	three	three	NUM
american_scientific_journal-11877	48	18	dimensions	dimension	NOUN
american_scientific_journal-11877	48	19	:	:	PUNCT
american_scientific_journal-11877	48	20	1	1	X
american_scientific_journal-11877	48	21	.	.	PUNCT
american_scientific_journal-11877	48	22	deployment	deployment	ADJ
american_scientific_journal-11877	48	23	time	time	PROPN
american_scientific_journal-11877	48	24	comparison	comparison	NOUN
american_scientific_journal-11877	48	25	.	.	PUNCT
american_scientific_journal-11877	49	1	assessing	assess	VERB
american_scientific_journal-11877	49	2	differences	difference	NOUN
american_scientific_journal-11877	49	3	in	in	ADP
american_scientific_journal-11877	49	4	provisioning	provisioning	NOUN
american_scientific_journal-11877	49	5	and	and	CCONJ
american_scientific_journal-11877	49	6	deployment	deployment	NOUN
american_scientific_journal-11877	49	7	times	time	NOUN
american_scientific_journal-11877	49	8	before	before	ADV
american_scientific_journal-11877	49	9	and	and	CCONJ
american_scientific_journal-11877	49	10	after	after	ADP
american_scientific_journal-11877	49	11	cloud	cloud	ADJ
american_scientific_journal-11877	49	12	adoption	adoption	NOUN
american_scientific_journal-11877	49	13	,	,	PUNCT
american_scientific_journal-11877	49	14	using	use	VERB
american_scientific_journal-11877	49	15	metrics	metric	NOUN
american_scientific_journal-11877	49	16	such	such	ADJ
american_scientific_journal-11877	49	17	as	as	ADP
american_scientific_journal-11877	49	18	time	time	NOUN
american_scientific_journal-11877	49	19	-	-	PUNCT
american_scientific_journal-11877	49	20	to	to	PART
american_scientific_journal-11877	49	21	-	-	PUNCT
american_scientific_journal-11877	49	22	deploy	deploy	VERB
american_scientific_journal-11877	49	23	(	(	PUNCT
american_scientific_journal-11877	49	24	ttd	ttd	NOUN
american_scientific_journal-11877	49	25	)	)	PUNCT
american_scientific_journal-11877	49	26	and	and	CCONJ
american_scientific_journal-11877	49	27	time	time	NOUN
american_scientific_journal-11877	49	28	-	-	PUNCT
american_scientific_journal-11877	49	29	to	to	ADP
american_scientific_journal-11877	49	30	-	-	PUNCT
american_scientific_journal-11877	49	31	market	market	NOUN
american_scientific_journal-11877	49	32	(	(	PUNCT
american_scientific_journal-11877	49	33	ttm	ttm	PROPN
american_scientific_journal-11877	49	34	)	)	PUNCT
american_scientific_journal-11877	49	35	.	.	PUNCT
american_scientific_journal-11877	50	1	2	2	X
american_scientific_journal-11877	50	2	.	.	X
american_scientific_journal-11877	50	3	resource	resource	NOUN
american_scientific_journal-11877	50	4	utilization	utilization	NOUN
american_scientific_journal-11877	50	5	.	.	PUNCT
american_scientific_journal-11877	51	1	evaluating	evaluate	VERB
american_scientific_journal-11877	51	2	how	how	SCONJ
american_scientific_journal-11877	51	3	cloud	cloud	ADJ
american_scientific_journal-11877	51	4	elasticity	elasticity	NOUN
american_scientific_journal-11877	51	5	and	and	CCONJ
american_scientific_journal-11877	51	6	scalability	scalability	NOUN
american_scientific_journal-11877	51	7	impact	impact	NOUN
american_scientific_journal-11877	51	8	resource	resource	NOUN
american_scientific_journal-11877	51	9	efficiency	efficiency	NOUN
american_scientific_journal-11877	51	10	and	and	CCONJ
american_scientific_journal-11877	51	11	cost	cost	NOUN
american_scientific_journal-11877	51	12	-	-	PUNCT
american_scientific_journal-11877	51	13	effectiveness	effectiveness	NOUN
american_scientific_journal-11877	51	14	during	during	ADP
american_scientific_journal-11877	51	15	software	software	NOUN
american_scientific_journal-11877	51	16	deployment	deployment	NOUN
american_scientific_journal-11877	51	17	cycles	cycle	NOUN
american_scientific_journal-11877	51	18	.	.	PUNCT
american_scientific_journal-11877	52	1	3	3	X
american_scientific_journal-11877	52	2	.	.	X
american_scientific_journal-11877	52	3	scalability	scalability	NOUN
american_scientific_journal-11877	52	4	and	and	CCONJ
american_scientific_journal-11877	52	5	flexibility	flexibility	NOUN
american_scientific_journal-11877	52	6	.	.	PUNCT
american_scientific_journal-11877	53	1	analyzing	analyze	VERB
american_scientific_journal-11877	53	2	how	how	SCONJ
american_scientific_journal-11877	53	3	cloud	cloud	ADJ
american_scientific_journal-11877	53	4	platforms	platform	NOUN
american_scientific_journal-11877	53	5	enable	enable	VERB
american_scientific_journal-11877	53	6	organizations	organization	NOUN
american_scientific_journal-11877	53	7	to	to	PART
american_scientific_journal-11877	53	8	scale	scale	VERB
american_scientific_journal-11877	53	9	resources	resource	NOUN
american_scientific_journal-11877	53	10	ondemand	ondemand	NOUN
american_scientific_journal-11877	53	11	and	and	CCONJ
american_scientific_journal-11877	53	12	adapt	adapt	VERB
american_scientific_journal-11877	53	13	to	to	ADP
american_scientific_journal-11877	53	14	varying	vary	VERB
american_scientific_journal-11877	53	15	workloads	workload	NOUN
american_scientific_journal-11877	53	16	,	,	PUNCT
american_scientific_journal-11877	53	17	particularly	particularly	ADV
american_scientific_journal-11877	53	18	during	during	ADP
american_scientific_journal-11877	53	19	product	product	NOUN
american_scientific_journal-11877	53	20	launches	launch	NOUN
american_scientific_journal-11877	53	21	or	or	CCONJ
american_scientific_journal-11877	53	22	updates	update	NOUN
american_scientific_journal-11877	53	23	.	.	PUNCT
american_scientific_journal-11877	54	1	these	these	DET
american_scientific_journal-11877	54	2	dimensions	dimension	NOUN
american_scientific_journal-11877	54	3	are	be	AUX
american_scientific_journal-11877	54	4	applied	apply	VERB
american_scientific_journal-11877	54	5	to	to	ADP
american_scientific_journal-11877	54	6	each	each	DET
american_scientific_journal-11877	54	7	case	case	NOUN
american_scientific_journal-11877	54	8	study	study	NOUN
american_scientific_journal-11877	54	9	to	to	PART
american_scientific_journal-11877	54	10	identify	identify	VERB
american_scientific_journal-11877	54	11	patterns	pattern	NOUN
american_scientific_journal-11877	54	12	,	,	PUNCT
american_scientific_journal-11877	54	13	derive	derive	ADJ
american_scientific_journal-11877	54	14	insights	insight	NOUN
american_scientific_journal-11877	54	15	,	,	PUNCT
american_scientific_journal-11877	54	16	and	and	CCONJ
american_scientific_journal-11877	54	17	highlight	highlight	VERB
american_scientific_journal-11877	54	18	best	good	ADJ
american_scientific_journal-11877	54	19	practices	practice	NOUN
american_scientific_journal-11877	54	20	for	for	ADP
american_scientific_journal-11877	54	21	leveraging	leverage	VERB
american_scientific_journal-11877	54	22	cloud	cloud	NOUN
american_scientific_journal-11877	54	23	technologies	technology	NOUN
american_scientific_journal-11877	54	24	to	to	PART
american_scientific_journal-11877	54	25	accelerate	accelerate	VERB
american_scientific_journal-11877	54	26	software	software	NOUN
american_scientific_journal-11877	54	27	deployment	deployment	NOUN
american_scientific_journal-11877	54	28	.	.	PUNCT
american_scientific_journal-11877	55	1	the	the	DET
american_scientific_journal-11877	55	2	findings	finding	NOUN
american_scientific_journal-11877	55	3	are	be	AUX
american_scientific_journal-11877	55	4	then	then	ADV
american_scientific_journal-11877	55	5	synthesized	synthesize	VERB
american_scientific_journal-11877	55	6	to	to	PART
american_scientific_journal-11877	55	7	provide	provide	VERB
american_scientific_journal-11877	55	8	actionable	actionable	ADJ
american_scientific_journal-11877	55	9	recommendations	recommendation	NOUN
american_scientific_journal-11877	55	10	for	for	ADP
american_scientific_journal-11877	55	11	businesses	business	NOUN
american_scientific_journal-11877	55	12	aiming	aim	VERB
american_scientific_journal-11877	55	13	to	to	PART
american_scientific_journal-11877	55	14	enhance	enhance	VERB
american_scientific_journal-11877	55	15	their	their	PRON
american_scientific_journal-11877	55	16	deployment	deployment	NOUN
american_scientific_journal-11877	55	17	strategies	strategy	NOUN
american_scientific_journal-11877	55	18	.	.	PUNCT
american_scientific_journal-11877	56	1	3	3	X
american_scientific_journal-11877	56	2	.	.	NOUN
american_scientific_journal-11877	56	3	results	result	VERB
american_scientific_journal-11877	56	4	the	the	DET
american_scientific_journal-11877	56	5	adoption	adoption	NOUN
american_scientific_journal-11877	56	6	of	of	ADP
american_scientific_journal-11877	56	7	cloud	cloud	NOUN
american_scientific_journal-11877	56	8	computing	computing	NOUN
american_scientific_journal-11877	56	9	has	have	AUX
american_scientific_journal-11877	56	10	significantly	significantly	ADV
american_scientific_journal-11877	56	11	reduced	reduce	VERB
american_scientific_journal-11877	56	12	provisioning	provisioning	ADJ
american_scientific_journal-11877	56	13	times	time	NOUN
american_scientific_journal-11877	56	14	compared	compare	VERB
american_scientific_journal-11877	56	15	to	to	ADP
american_scientific_journal-11877	56	16	traditional	traditional	ADJ
american_scientific_journal-11877	56	17	it	it	PRON
american_scientific_journal-11877	56	18	infrastructures	infrastructure	NOUN
american_scientific_journal-11877	56	19	.	.	PUNCT
american_scientific_journal-11877	57	1	in	in	ADP
american_scientific_journal-11877	57	2	conventional	conventional	ADJ
american_scientific_journal-11877	57	3	setups	setup	NOUN
american_scientific_journal-11877	57	4	,	,	PUNCT
american_scientific_journal-11877	57	5	procuring	procuring	NOUN
american_scientific_journal-11877	57	6	and	and	CCONJ
american_scientific_journal-11877	57	7	configuring	configure	VERB
american_scientific_journal-11877	57	8	physical	physical	ADJ
american_scientific_journal-11877	57	9	hardware	hardware	NOUN
american_scientific_journal-11877	57	10	can	can	AUX
american_scientific_journal-11877	57	11	take	take	VERB
american_scientific_journal-11877	57	12	weeks	week	NOUN
american_scientific_journal-11877	57	13	or	or	CCONJ
american_scientific_journal-11877	57	14	even	even	ADV
american_scientific_journal-11877	57	15	months	month	NOUN
american_scientific_journal-11877	57	16	,	,	PUNCT
american_scientific_journal-11877	57	17	leading	lead	VERB
american_scientific_journal-11877	57	18	to	to	ADP
american_scientific_journal-11877	57	19	delays	delay	NOUN
american_scientific_journal-11877	57	20	in	in	ADP
american_scientific_journal-11877	57	21	deployment	deployment	NOUN
american_scientific_journal-11877	57	22	and	and	CCONJ
american_scientific_journal-11877	57	23	increased	increase	VERB
american_scientific_journal-11877	57	24	time	time	NOUN
american_scientific_journal-11877	57	25	-	-	PUNCT
american_scientific_journal-11877	57	26	to	to	ADP
american_scientific_journal-11877	57	27	-	-	PUNCT
american_scientific_journal-11877	57	28	market	market	NOUN
american_scientific_journal-11877	57	29	.	.	PUNCT
american_scientific_journal-11877	58	1	in	in	ADP
american_scientific_journal-11877	58	2	contrast	contrast	NOUN
american_scientific_journal-11877	58	3	,	,	PUNCT
american_scientific_journal-11877	58	4	cloud	cloud	NOUN
american_scientific_journal-11877	58	5	platforms	platform	NOUN
american_scientific_journal-11877	58	6	offer	offer	VERB
american_scientific_journal-11877	58	7	ondemand	ondemand	NOUN
american_scientific_journal-11877	58	8	access	access	NOUN
american_scientific_journal-11877	58	9	to	to	ADP
american_scientific_journal-11877	58	10	virtualized	virtualize	VERB
american_scientific_journal-11877	58	11	resources	resource	NOUN
american_scientific_journal-11877	58	12	,	,	PUNCT
american_scientific_journal-11877	58	13	enabling	enable	VERB
american_scientific_journal-11877	58	14	rapid	rapid	ADJ
american_scientific_journal-11877	58	15	provisioning	provisioning	NOUN
american_scientific_journal-11877	58	16	and	and	CCONJ
american_scientific_journal-11877	58	17	scalability	scalability	NOUN
american_scientific_journal-11877	58	18	.	.	PUNCT
american_scientific_journal-11877	59	1	american	american	ADJ
american_scientific_journal-11877	59	2	academic	academic	ADJ
american_scientific_journal-11877	59	3	scientific	scientific	ADJ
american_scientific_journal-11877	59	4	research	research	NOUN
american_scientific_journal-11877	59	5	journal	journal	NOUN
american_scientific_journal-11877	59	6	for	for	ADP
american_scientific_journal-11877	59	7	engineering	engineering	NOUN
american_scientific_journal-11877	59	8	,	,	PUNCT
american_scientific_journal-11877	59	9	technology	technology	NOUN
american_scientific_journal-11877	59	10	,	,	PUNCT
american_scientific_journal-11877	59	11	and	and	CCONJ
american_scientific_journal-11877	59	12	sciences	science	NOUN
american_scientific_journal-11877	59	13	(	(	PUNCT
american_scientific_journal-11877	59	14	asrjets	asrjet	NOUN
american_scientific_journal-11877	59	15	)	)	PUNCT
american_scientific_journal-11877	59	16	volume	volume	NOUN
american_scientific_journal-11877	59	17	102	102	NUM
american_scientific_journal-11877	59	18	,	,	PUNCT
american_scientific_journal-11877	59	19	no	no	DET
american_scientific_journal-11877	59	20	1	1	NUM
american_scientific_journal-11877	59	21	,	,	PUNCT
american_scientific_journal-11877	59	22	pp	pp	ADV
american_scientific_journal-11877	59	23	371	371	NUM
american_scientific_journal-11877	59	24	-	-	SYM
american_scientific_journal-11877	59	25	381	381	NUM
american_scientific_journal-11877	59	26	374	374	NUM
american_scientific_journal-11877	59	27	traditional	traditional	ADJ
american_scientific_journal-11877	59	28	it	it	PRON
american_scientific_journal-11877	59	29	environments	environment	NOUN
american_scientific_journal-11877	59	30	often	often	ADV
american_scientific_journal-11877	59	31	require	require	VERB
american_scientific_journal-11877	59	32	weeks	week	NOUN
american_scientific_journal-11877	59	33	or	or	CCONJ
american_scientific_journal-11877	59	34	even	even	ADV
american_scientific_journal-11877	59	35	months	month	NOUN
american_scientific_journal-11877	59	36	to	to	PART
american_scientific_journal-11877	59	37	procure	procure	VERB
american_scientific_journal-11877	59	38	and	and	CCONJ
american_scientific_journal-11877	59	39	configure	configure	VERB
american_scientific_journal-11877	59	40	the	the	DET
american_scientific_journal-11877	59	41	necessary	necessary	ADJ
american_scientific_journal-11877	59	42	hardware	hardware	NOUN
american_scientific_journal-11877	59	43	for	for	ADP
american_scientific_journal-11877	59	44	software	software	NOUN
american_scientific_journal-11877	59	45	deployment	deployment	NOUN
american_scientific_journal-11877	59	46	.	.	PUNCT
american_scientific_journal-11877	60	1	this	this	DET
american_scientific_journal-11877	60	2	delay	delay	NOUN
american_scientific_journal-11877	60	3	poses	pose	VERB
american_scientific_journal-11877	60	4	a	a	DET
american_scientific_journal-11877	60	5	significant	significant	ADJ
american_scientific_journal-11877	60	6	bottleneck	bottleneck	NOUN
american_scientific_journal-11877	60	7	in	in	ADP
american_scientific_journal-11877	60	8	time	time	NOUN
american_scientific_journal-11877	60	9	-	-	PUNCT
american_scientific_journal-11877	60	10	to	to	ADP
american_scientific_journal-11877	60	11	-	-	PUNCT
american_scientific_journal-11877	60	12	market	market	NOUN
american_scientific_journal-11877	60	13	strategies	strategy	NOUN
american_scientific_journal-11877	60	14	,	,	PUNCT
american_scientific_journal-11877	60	15	especially	especially	ADV
american_scientific_journal-11877	60	16	in	in	ADP
american_scientific_journal-11877	60	17	dynamic	dynamic	ADJ
american_scientific_journal-11877	60	18	and	and	CCONJ
american_scientific_journal-11877	60	19	competitive	competitive	ADJ
american_scientific_journal-11877	60	20	industries	industry	NOUN
american_scientific_journal-11877	60	21	[	[	X
american_scientific_journal-11877	60	22	5	5	NUM
american_scientific_journal-11877	60	23	]	]	PUNCT
american_scientific_journal-11877	60	24	.	.	PUNCT
american_scientific_journal-11877	61	1	cloud	cloud	PROPN
american_scientific_journal-11877	61	2	computing	computing	NOUN
american_scientific_journal-11877	61	3	,	,	PUNCT
american_scientific_journal-11877	61	4	by	by	ADP
american_scientific_journal-11877	61	5	contrast	contrast	NOUN
american_scientific_journal-11877	61	6	,	,	PUNCT
american_scientific_journal-11877	61	7	offers	offer	VERB
american_scientific_journal-11877	61	8	on	on	ADP
american_scientific_journal-11877	61	9	-	-	PUNCT
american_scientific_journal-11877	61	10	demand	demand	NOUN
american_scientific_journal-11877	61	11	provisioning	provisioning	NOUN
american_scientific_journal-11877	61	12	,	,	PUNCT
american_scientific_journal-11877	61	13	enabling	enable	VERB
american_scientific_journal-11877	61	14	organizations	organization	NOUN
american_scientific_journal-11877	61	15	to	to	PART
american_scientific_journal-11877	61	16	reduce	reduce	VERB
american_scientific_journal-11877	61	17	deployment	deployment	NOUN
american_scientific_journal-11877	61	18	times	time	NOUN
american_scientific_journal-11877	61	19	from	from	ADP
american_scientific_journal-11877	61	20	weeks	week	NOUN
american_scientific_journal-11877	61	21	to	to	ADP
american_scientific_journal-11877	61	22	mere	mere	ADJ
american_scientific_journal-11877	61	23	hours	hour	NOUN
american_scientific_journal-11877	61	24	or	or	CCONJ
american_scientific_journal-11877	61	25	minutes	minute	NOUN
american_scientific_journal-11877	61	26	.	.	PUNCT
american_scientific_journal-11877	62	1	as	as	SCONJ
american_scientific_journal-11877	62	2	demonstrated	demonstrate	VERB
american_scientific_journal-11877	62	3	in	in	ADP
american_scientific_journal-11877	62	4	the	the	DET
american_scientific_journal-11877	62	5	comparison	comparison	NOUN
american_scientific_journal-11877	62	6	(	(	PUNCT
american_scientific_journal-11877	62	7	figure	figure	NOUN
american_scientific_journal-11877	62	8	1	1	NUM
american_scientific_journal-11877	62	9	)	)	PUNCT
american_scientific_journal-11877	62	10	,	,	PUNCT
american_scientific_journal-11877	62	11	traditional	traditional	ADJ
american_scientific_journal-11877	62	12	deployment	deployment	NOUN
american_scientific_journal-11877	62	13	processes	process	NOUN
american_scientific_journal-11877	62	14	may	may	AUX
american_scientific_journal-11877	62	15	take	take	VERB
american_scientific_journal-11877	62	16	up	up	ADV
american_scientific_journal-11877	62	17	to	to	PART
american_scientific_journal-11877	62	18	30	30	NUM
american_scientific_journal-11877	62	19	days	day	NOUN
american_scientific_journal-11877	62	20	for	for	ADP
american_scientific_journal-11877	62	21	hardware	hardware	NOUN
american_scientific_journal-11877	62	22	procurement	procurement	NOUN
american_scientific_journal-11877	62	23	and	and	CCONJ
american_scientific_journal-11877	62	24	setup	setup	NOUN
american_scientific_journal-11877	62	25	,	,	PUNCT
american_scientific_journal-11877	62	26	while	while	SCONJ
american_scientific_journal-11877	62	27	cloud	cloud	ADJ
american_scientific_journal-11877	62	28	environments	environment	NOUN
american_scientific_journal-11877	62	29	can	can	AUX
american_scientific_journal-11877	62	30	accomplish	accomplish	VERB
american_scientific_journal-11877	62	31	the	the	DET
american_scientific_journal-11877	62	32	same	same	ADJ
american_scientific_journal-11877	62	33	provisioning	provisioning	NOUN
american_scientific_journal-11877	62	34	tasks	task	NOUN
american_scientific_journal-11877	62	35	within	within	ADP
american_scientific_journal-11877	62	36	a	a	DET
american_scientific_journal-11877	62	37	single	single	ADJ
american_scientific_journal-11877	62	38	day	day	NOUN
american_scientific_journal-11877	62	39	.	.	PUNCT
american_scientific_journal-11877	63	1	this	this	DET
american_scientific_journal-11877	63	2	drastic	drastic	ADJ
american_scientific_journal-11877	63	3	reduction	reduction	NOUN
american_scientific_journal-11877	63	4	in	in	ADP
american_scientific_journal-11877	63	5	provisioning	provision	VERB
american_scientific_journal-11877	63	6	time	time	NOUN
american_scientific_journal-11877	63	7	highlights	highlight	NOUN
american_scientific_journal-11877	63	8	the	the	DET
american_scientific_journal-11877	63	9	transformative	transformative	ADJ
american_scientific_journal-11877	63	10	impact	impact	NOUN
american_scientific_journal-11877	63	11	of	of	ADP
american_scientific_journal-11877	63	12	cloud	cloud	NOUN
american_scientific_journal-11877	63	13	technologies	technology	NOUN
american_scientific_journal-11877	63	14	on	on	ADP
american_scientific_journal-11877	63	15	deployment	deployment	NOUN
american_scientific_journal-11877	63	16	efficiency	efficiency	NOUN
american_scientific_journal-11877	63	17	[	[	X
american_scientific_journal-11877	63	18	6	6	NUM
american_scientific_journal-11877	63	19	]	]	PUNCT
american_scientific_journal-11877	63	20	.	.	PUNCT
american_scientific_journal-11877	64	1	figure	figure	NOUN
american_scientific_journal-11877	64	2	1	1	NUM
american_scientific_journal-11877	64	3	:	:	PUNCT
american_scientific_journal-11877	64	4	traditional	traditional	ADJ
american_scientific_journal-11877	64	5	vs	vs	ADP
american_scientific_journal-11877	64	6	cloud	cloud	NOUN
american_scientific_journal-11877	64	7	-	-	PUNCT
american_scientific_journal-11877	64	8	based	base	VERB
american_scientific_journal-11877	64	9	deployment	deployment	NOUN
american_scientific_journal-11877	64	10	timeline	timeline	NOUN
american_scientific_journal-11877	64	11	for	for	ADP
american_scientific_journal-11877	64	12	example	example	NOUN
american_scientific_journal-11877	64	13	,	,	PUNCT
american_scientific_journal-11877	64	14	a	a	DET
american_scientific_journal-11877	64	15	study	study	NOUN
american_scientific_journal-11877	64	16	on	on	ADP
american_scientific_journal-11877	64	17	aws	aw	NOUN
american_scientific_journal-11877	64	18	lambda	lambda	PROPN
american_scientific_journal-11877	64	19	demonstrated	demonstrate	VERB
american_scientific_journal-11877	64	20	that	that	SCONJ
american_scientific_journal-11877	64	21	netflix	netflix	NOUN
american_scientific_journal-11877	64	22	's	's	PART
american_scientific_journal-11877	64	23	serverless	serverless	NOUN
american_scientific_journal-11877	64	24	architecture	architecture	NOUN
american_scientific_journal-11877	64	25	could	could	AUX
american_scientific_journal-11877	64	26	scale	scale	VERB
american_scientific_journal-11877	64	27	to	to	PART
american_scientific_journal-11877	64	28	handle	handle	VERB
american_scientific_journal-11877	64	29	thousands	thousand	NOUN
american_scientific_journal-11877	64	30	of	of	ADP
american_scientific_journal-11877	64	31	concurrent	concurrent	ADJ
american_scientific_journal-11877	64	32	function	function	NOUN
american_scientific_journal-11877	64	33	executions	execution	NOUN
american_scientific_journal-11877	64	34	within	within	ADP
american_scientific_journal-11877	64	35	seconds	second	NOUN
american_scientific_journal-11877	64	36	.	.	PUNCT
american_scientific_journal-11877	65	1	this	this	DET
american_scientific_journal-11877	65	2	level	level	NOUN
american_scientific_journal-11877	65	3	of	of	ADP
american_scientific_journal-11877	65	4	agility	agility	NOUN
american_scientific_journal-11877	65	5	is	be	AUX
american_scientific_journal-11877	65	6	impossible	impossible	ADJ
american_scientific_journal-11877	65	7	to	to	PART
american_scientific_journal-11877	65	8	achieve	achieve	VERB
american_scientific_journal-11877	65	9	with	with	ADP
american_scientific_journal-11877	65	10	traditional	traditional	ADJ
american_scientific_journal-11877	65	11	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	65	12	,	,	PUNCT
american_scientific_journal-11877	65	13	where	where	SCONJ
american_scientific_journal-11877	65	14	provisioning	provision	VERB
american_scientific_journal-11877	65	15	and	and	CCONJ
american_scientific_journal-11877	65	16	managing	manage	VERB
american_scientific_journal-11877	65	17	an	an	DET
american_scientific_journal-11877	65	18	equivalent	equivalent	ADJ
american_scientific_journal-11877	65	19	compute	compute	NOUN
american_scientific_journal-11877	65	20	environment	environment	NOUN
american_scientific_journal-11877	65	21	would	would	AUX
american_scientific_journal-11877	65	22	require	require	VERB
american_scientific_journal-11877	65	23	significant	significant	ADJ
american_scientific_journal-11877	65	24	time	time	NOUN
american_scientific_journal-11877	65	25	and	and	CCONJ
american_scientific_journal-11877	65	26	manual	manual	ADJ
american_scientific_journal-11877	65	27	intervention	intervention	NOUN
american_scientific_journal-11877	65	28	[	[	X
american_scientific_journal-11877	65	29	7	7	NUM
american_scientific_journal-11877	65	30	]	]	PUNCT
american_scientific_journal-11877	65	31	.	.	PUNCT
american_scientific_journal-11877	66	1	furthermore	furthermore	ADV
american_scientific_journal-11877	66	2	,	,	PUNCT
american_scientific_journal-11877	66	3	cloud	cloud	ADJ
american_scientific_journal-11877	66	4	computing	computing	NOUN
american_scientific_journal-11877	66	5	's	's	PART
american_scientific_journal-11877	66	6	elasticity	elasticity	NOUN
american_scientific_journal-11877	66	7	allows	allow	VERB
american_scientific_journal-11877	66	8	for	for	ADP
american_scientific_journal-11877	66	9	automatic	automatic	ADJ
american_scientific_journal-11877	66	10	scaling	scaling	NOUN
american_scientific_journal-11877	66	11	of	of	ADP
american_scientific_journal-11877	66	12	resources	resource	NOUN
american_scientific_journal-11877	66	13	to	to	PART
american_scientific_journal-11877	66	14	meet	meet	VERB
american_scientific_journal-11877	66	15	fluctuating	fluctuate	VERB
american_scientific_journal-11877	66	16	demand	demand	NOUN
american_scientific_journal-11877	66	17	,	,	PUNCT
american_scientific_journal-11877	66	18	reducing	reduce	VERB
american_scientific_journal-11877	66	19	the	the	DET
american_scientific_journal-11877	66	20	need	need	NOUN
american_scientific_journal-11877	66	21	for	for	ADP
american_scientific_journal-11877	66	22	overprovisioning	overprovisione	VERB
american_scientific_journal-11877	66	23	and	and	CCONJ
american_scientific_journal-11877	66	24	enabling	enable	VERB
american_scientific_journal-11877	66	25	more	more	ADV
american_scientific_journal-11877	66	26	efficient	efficient	ADJ
american_scientific_journal-11877	66	27	use	use	NOUN
american_scientific_journal-11877	66	28	of	of	ADP
american_scientific_journal-11877	66	29	resources	resource	NOUN
american_scientific_journal-11877	66	30	.	.	PUNCT
american_scientific_journal-11877	67	1	this	this	DET
american_scientific_journal-11877	67	2	dynamic	dynamic	ADJ
american_scientific_journal-11877	67	3	provisioning	provisioning	NOUN
american_scientific_journal-11877	67	4	capability	capability	NOUN
american_scientific_journal-11877	67	5	ensures	ensure	VERB
american_scientific_journal-11877	67	6	that	that	SCONJ
american_scientific_journal-11877	67	7	applications	application	NOUN
american_scientific_journal-11877	67	8	have	have	VERB
american_scientific_journal-11877	67	9	the	the	DET
american_scientific_journal-11877	67	10	necessary	necessary	ADJ
american_scientific_journal-11877	67	11	resources	resource	NOUN
american_scientific_journal-11877	67	12	when	when	SCONJ
american_scientific_journal-11877	67	13	needed	need	VERB
american_scientific_journal-11877	67	14	,	,	PUNCT
american_scientific_journal-11877	67	15	without	without	ADP
american_scientific_journal-11877	67	16	the	the	DET
american_scientific_journal-11877	67	17	delays	delay	NOUN
american_scientific_journal-11877	67	18	associated	associate	VERB
american_scientific_journal-11877	67	19	with	with	ADP
american_scientific_journal-11877	67	20	manual	manual	ADJ
american_scientific_journal-11877	67	21	hardware	hardware	NOUN
american_scientific_journal-11877	67	22	adjustments	adjustment	NOUN
american_scientific_journal-11877	67	23	[	[	X
american_scientific_journal-11877	67	24	8	8	NUM
american_scientific_journal-11877	67	25	]	]	PUNCT
american_scientific_journal-11877	67	26	.	.	PUNCT
american_scientific_journal-11877	68	1	the	the	DET
american_scientific_journal-11877	68	2	integration	integration	NOUN
american_scientific_journal-11877	68	3	of	of	ADP
american_scientific_journal-11877	68	4	devops	devop	NOUN
american_scientific_journal-11877	68	5	practices	practice	NOUN
american_scientific_journal-11877	68	6	,	,	PUNCT
american_scientific_journal-11877	68	7	continuous	continuous	ADJ
american_scientific_journal-11877	68	8	integration	integration	NOUN
american_scientific_journal-11877	68	9	/	/	SYM
american_scientific_journal-11877	68	10	continuous	continuous	ADJ
american_scientific_journal-11877	68	11	deployment	deployment	NOUN
american_scientific_journal-11877	68	12	(	(	PUNCT
american_scientific_journal-11877	68	13	ci	ci	NOUN
american_scientific_journal-11877	68	14	/	/	SYM
american_scientific_journal-11877	68	15	cd	cd	PROPN
american_scientific_journal-11877	68	16	)	)	PUNCT
american_scientific_journal-11877	68	17	pipelines	pipeline	NOUN
american_scientific_journal-11877	68	18	,	,	PUNCT
american_scientific_journal-11877	68	19	and	and	CCONJ
american_scientific_journal-11877	68	20	american	american	ADJ
american_scientific_journal-11877	68	21	academic	academic	ADJ
american_scientific_journal-11877	68	22	scientific	scientific	ADJ
american_scientific_journal-11877	68	23	research	research	NOUN
american_scientific_journal-11877	68	24	journal	journal	NOUN
american_scientific_journal-11877	68	25	for	for	ADP
american_scientific_journal-11877	68	26	engineering	engineering	NOUN
american_scientific_journal-11877	68	27	,	,	PUNCT
american_scientific_journal-11877	68	28	technology	technology	NOUN
american_scientific_journal-11877	68	29	,	,	PUNCT
american_scientific_journal-11877	68	30	and	and	CCONJ
american_scientific_journal-11877	68	31	sciences	science	NOUN
american_scientific_journal-11877	68	32	(	(	PUNCT
american_scientific_journal-11877	68	33	asrjets	asrjet	NOUN
american_scientific_journal-11877	68	34	)	)	PUNCT
american_scientific_journal-11877	68	35	volume	volume	NOUN
american_scientific_journal-11877	68	36	102	102	NUM
american_scientific_journal-11877	68	37	,	,	PUNCT
american_scientific_journal-11877	68	38	no	no	DET
american_scientific_journal-11877	68	39	1	1	NUM
american_scientific_journal-11877	68	40	,	,	PUNCT
american_scientific_journal-11877	68	41	pp	pp	ADV
american_scientific_journal-11877	68	42	371	371	NUM
american_scientific_journal-11877	68	43	-	-	SYM
american_scientific_journal-11877	68	44	381	381	NUM
american_scientific_journal-11877	68	45	375	375	NUM
american_scientific_journal-11877	68	46	automation	automation	NOUN
american_scientific_journal-11877	68	47	within	within	ADP
american_scientific_journal-11877	68	48	cloud	cloud	ADJ
american_scientific_journal-11877	68	49	environments	environment	NOUN
american_scientific_journal-11877	68	50	has	have	AUX
american_scientific_journal-11877	68	51	markedly	markedly	ADV
american_scientific_journal-11877	68	52	accelerated	accelerate	VERB
american_scientific_journal-11877	68	53	software	software	NOUN
american_scientific_journal-11877	68	54	deployment	deployment	NOUN
american_scientific_journal-11877	68	55	cycles	cycle	NOUN
american_scientific_journal-11877	68	56	.	.	PUNCT
american_scientific_journal-11877	69	1	organizations	organization	NOUN
american_scientific_journal-11877	69	2	adopting	adopt	VERB
american_scientific_journal-11877	69	3	these	these	DET
american_scientific_journal-11877	69	4	methodologies	methodology	NOUN
american_scientific_journal-11877	69	5	have	have	AUX
american_scientific_journal-11877	69	6	reported	report	VERB
american_scientific_journal-11877	69	7	significant	significant	ADJ
american_scientific_journal-11877	69	8	improvements	improvement	NOUN
american_scientific_journal-11877	69	9	in	in	ADP
american_scientific_journal-11877	69	10	deployment	deployment	NOUN
american_scientific_journal-11877	69	11	frequency	frequency	NOUN
american_scientific_journal-11877	69	12	,	,	PUNCT
american_scientific_journal-11877	69	13	system	system	NOUN
american_scientific_journal-11877	69	14	reliability	reliability	NOUN
american_scientific_journal-11877	69	15	,	,	PUNCT
american_scientific_journal-11877	69	16	and	and	CCONJ
american_scientific_journal-11877	69	17	recovery	recovery	NOUN
american_scientific_journal-11877	69	18	times	time	NOUN
american_scientific_journal-11877	69	19	.	.	PUNCT
american_scientific_journal-11877	70	1	for	for	ADP
american_scientific_journal-11877	70	2	instance	instance	NOUN
american_scientific_journal-11877	70	3	,	,	PUNCT
american_scientific_journal-11877	70	4	companies	company	NOUN
american_scientific_journal-11877	70	5	implementing	implement	VERB
american_scientific_journal-11877	70	6	devops	devop	NOUN
american_scientific_journal-11877	70	7	have	have	AUX
american_scientific_journal-11877	70	8	achieved	achieve	VERB
american_scientific_journal-11877	70	9	up	up	ADP
american_scientific_journal-11877	70	10	to	to	ADP
american_scientific_journal-11877	70	11	200	200	NUM
american_scientific_journal-11877	70	12	times	time	NOUN
american_scientific_journal-11877	70	13	more	more	ADJ
american_scientific_journal-11877	70	14	frequent	frequent	ADJ
american_scientific_journal-11877	70	15	deployments	deployment	NOUN
american_scientific_journal-11877	70	16	compared	compare	VERB
american_scientific_journal-11877	70	17	to	to	ADP
american_scientific_journal-11877	70	18	traditional	traditional	ADJ
american_scientific_journal-11877	70	19	software	software	NOUN
american_scientific_journal-11877	70	20	development	development	NOUN
american_scientific_journal-11877	70	21	approaches	approach	NOUN
american_scientific_journal-11877	70	22	.	.	PUNCT
american_scientific_journal-11877	71	1	additionally	additionally	ADV
american_scientific_journal-11877	71	2	,	,	PUNCT
american_scientific_journal-11877	71	3	these	these	DET
american_scientific_journal-11877	71	4	organizations	organization	NOUN
american_scientific_journal-11877	71	5	experience	experience	VERB
american_scientific_journal-11877	71	6	24	24	NUM
american_scientific_journal-11877	71	7	times	time	NOUN
american_scientific_journal-11877	71	8	faster	fast	ADJ
american_scientific_journal-11877	71	9	recovery	recovery	NOUN
american_scientific_journal-11877	71	10	from	from	ADP
american_scientific_journal-11877	71	11	failures	failure	NOUN
american_scientific_journal-11877	71	12	and	and	CCONJ
american_scientific_journal-11877	71	13	a	a	DET
american_scientific_journal-11877	71	14	threefold	threefold	ADJ
american_scientific_journal-11877	71	15	decrease	decrease	NOUN
american_scientific_journal-11877	71	16	in	in	ADP
american_scientific_journal-11877	71	17	change	change	NOUN
american_scientific_journal-11877	71	18	failure	failure	NOUN
american_scientific_journal-11877	71	19	rates	rate	NOUN
american_scientific_journal-11877	71	20	.	.	PUNCT
american_scientific_journal-11877	72	1	these	these	DET
american_scientific_journal-11877	72	2	metrics	metric	NOUN
american_scientific_journal-11877	72	3	underscore	underscore	VERB
american_scientific_journal-11877	72	4	the	the	DET
american_scientific_journal-11877	72	5	efficiency	efficiency	NOUN
american_scientific_journal-11877	72	6	and	and	CCONJ
american_scientific_journal-11877	72	7	resilience	resilience	NOUN
american_scientific_journal-11877	72	8	gained	gain	VERB
american_scientific_journal-11877	72	9	through	through	ADP
american_scientific_journal-11877	72	10	devops	devop	NOUN
american_scientific_journal-11877	72	11	and	and	CCONJ
american_scientific_journal-11877	72	12	ci	ci	NOUN
american_scientific_journal-11877	72	13	/	/	SYM
american_scientific_journal-11877	72	14	cd	cd	NOUN
american_scientific_journal-11877	72	15	automation	automation	NOUN
american_scientific_journal-11877	72	16	[	[	X
american_scientific_journal-11877	72	17	9	9	NUM
american_scientific_journal-11877	72	18	]	]	PUNCT
american_scientific_journal-11877	72	19	.	.	PUNCT
american_scientific_journal-11877	73	1	a	a	DET
american_scientific_journal-11877	73	2	notable	notable	ADJ
american_scientific_journal-11877	73	3	example	example	NOUN
american_scientific_journal-11877	73	4	is	be	AUX
american_scientific_journal-11877	73	5	united	united	PROPN
american_scientific_journal-11877	73	6	airlines	airlines	PROPN
american_scientific_journal-11877	73	7	,	,	PUNCT
american_scientific_journal-11877	73	8	which	which	PRON
american_scientific_journal-11877	73	9	enhanced	enhance	VERB
american_scientific_journal-11877	73	10	its	its	PRON
american_scientific_journal-11877	73	11	deployment	deployment	NOUN
american_scientific_journal-11877	73	12	processes	process	NOUN
american_scientific_journal-11877	73	13	by	by	ADP
american_scientific_journal-11877	73	14	adopting	adopt	VERB
american_scientific_journal-11877	73	15	ci	ci	NOUN
american_scientific_journal-11877	73	16	/	/	SYM
american_scientific_journal-11877	73	17	cd	cd	NOUN
american_scientific_journal-11877	73	18	pipelines	pipeline	NOUN
american_scientific_journal-11877	73	19	.	.	PUNCT
american_scientific_journal-11877	74	1	by	by	ADP
american_scientific_journal-11877	74	2	utilizing	utilize	VERB
american_scientific_journal-11877	74	3	automated	automate	VERB
american_scientific_journal-11877	74	4	pipelines	pipeline	NOUN
american_scientific_journal-11877	74	5	,	,	PUNCT
american_scientific_journal-11877	74	6	the	the	DET
american_scientific_journal-11877	74	7	airline	airline	NOUN
american_scientific_journal-11877	74	8	accelerated	accelerate	VERB
american_scientific_journal-11877	74	9	its	its	PRON
american_scientific_journal-11877	74	10	deployment	deployment	NOUN
american_scientific_journal-11877	74	11	frequency	frequency	NOUN
american_scientific_journal-11877	74	12	by	by	ADP
american_scientific_journal-11877	74	13	75	75	NUM
american_scientific_journal-11877	74	14	%	%	NOUN
american_scientific_journal-11877	74	15	,	,	PUNCT
american_scientific_journal-11877	74	16	leading	lead	VERB
american_scientific_journal-11877	74	17	to	to	ADP
american_scientific_journal-11877	74	18	more	more	ADV
american_scientific_journal-11877	74	19	timely	timely	ADJ
american_scientific_journal-11877	74	20	updates	update	NOUN
american_scientific_journal-11877	74	21	and	and	CCONJ
american_scientific_journal-11877	74	22	improved	improve	VERB
american_scientific_journal-11877	74	23	operational	operational	ADJ
american_scientific_journal-11877	74	24	efficiency	efficiency	NOUN
american_scientific_journal-11877	74	25	[	[	X
american_scientific_journal-11877	74	26	10	10	NUM
american_scientific_journal-11877	74	27	]	]	PUNCT
american_scientific_journal-11877	74	28	.	.	PUNCT
american_scientific_journal-11877	75	1	similarly	similarly	ADV
american_scientific_journal-11877	75	2	,	,	PUNCT
american_scientific_journal-11877	75	3	a	a	DET
american_scientific_journal-11877	75	4	fintech	fintech	NOUN
american_scientific_journal-11877	75	5	company	company	NOUN
american_scientific_journal-11877	75	6	partnered	partner	VERB
american_scientific_journal-11877	75	7	with	with	ADP
american_scientific_journal-11877	75	8	aokumo	aokumo	ADJ
american_scientific_journal-11877	75	9	to	to	PART
american_scientific_journal-11877	75	10	implement	implement	VERB
american_scientific_journal-11877	75	11	cloud	cloud	ADJ
american_scientific_journal-11877	75	12	-	-	PUNCT
american_scientific_journal-11877	75	13	native	native	ADJ
american_scientific_journal-11877	75	14	ci	ci	PROPN
american_scientific_journal-11877	75	15	/	/	SYM
american_scientific_journal-11877	75	16	cd	cd	PROPN
american_scientific_journal-11877	75	17	and	and	CCONJ
american_scientific_journal-11877	75	18	devops	devop	NOUN
american_scientific_journal-11877	75	19	practices	practice	NOUN
american_scientific_journal-11877	75	20	.	.	PUNCT
american_scientific_journal-11877	76	1	this	this	DET
american_scientific_journal-11877	76	2	collaboration	collaboration	NOUN
american_scientific_journal-11877	76	3	resulted	result	VERB
american_scientific_journal-11877	76	4	in	in	ADP
american_scientific_journal-11877	76	5	a	a	DET
american_scientific_journal-11877	76	6	threefold	threefold	ADJ
american_scientific_journal-11877	76	7	increase	increase	NOUN
american_scientific_journal-11877	76	8	in	in	ADP
american_scientific_journal-11877	76	9	deployment	deployment	NOUN
american_scientific_journal-11877	76	10	speed	speed	NOUN
american_scientific_journal-11877	76	11	and	and	CCONJ
american_scientific_journal-11877	76	12	a	a	DET
american_scientific_journal-11877	76	13	fourfold	fourfold	ADJ
american_scientific_journal-11877	76	14	boost	boost	NOUN
american_scientific_journal-11877	76	15	in	in	ADP
american_scientific_journal-11877	76	16	developer	developer	NOUN
american_scientific_journal-11877	76	17	productivity	productivity	NOUN
american_scientific_journal-11877	76	18	,	,	PUNCT
american_scientific_journal-11877	76	19	highlighting	highlight	VERB
american_scientific_journal-11877	76	20	the	the	DET
american_scientific_journal-11877	76	21	transformative	transformative	ADJ
american_scientific_journal-11877	76	22	impact	impact	NOUN
american_scientific_journal-11877	76	23	of	of	ADP
american_scientific_journal-11877	76	24	automation	automation	NOUN
american_scientific_journal-11877	76	25	and	and	CCONJ
american_scientific_journal-11877	76	26	cloud	cloud	NOUN
american_scientific_journal-11877	76	27	integration	integration	NOUN
american_scientific_journal-11877	76	28	on	on	ADP
american_scientific_journal-11877	76	29	development	development	NOUN
american_scientific_journal-11877	76	30	workflows	workflow	NOUN
american_scientific_journal-11877	76	31	[	[	X
american_scientific_journal-11877	76	32	11	11	NUM
american_scientific_journal-11877	76	33	]	]	PUNCT
american_scientific_journal-11877	76	34	.	.	PUNCT
american_scientific_journal-11877	77	1	these	these	DET
american_scientific_journal-11877	77	2	cases	case	NOUN
american_scientific_journal-11877	77	3	illustrate	illustrate	VERB
american_scientific_journal-11877	77	4	that	that	SCONJ
american_scientific_journal-11877	77	5	the	the	DET
american_scientific_journal-11877	77	6	adoption	adoption	NOUN
american_scientific_journal-11877	77	7	of	of	ADP
american_scientific_journal-11877	77	8	devops	devop	NOUN
american_scientific_journal-11877	77	9	methodologies	methodology	NOUN
american_scientific_journal-11877	77	10	,	,	PUNCT
american_scientific_journal-11877	77	11	coupled	couple	VERB
american_scientific_journal-11877	77	12	with	with	ADP
american_scientific_journal-11877	77	13	ci	ci	PROPN
american_scientific_journal-11877	77	14	/	/	SYM
american_scientific_journal-11877	77	15	cd	cd	NOUN
american_scientific_journal-11877	77	16	pipelines	pipeline	NOUN
american_scientific_journal-11877	77	17	and	and	CCONJ
american_scientific_journal-11877	77	18	automation	automation	NOUN
american_scientific_journal-11877	77	19	in	in	ADP
american_scientific_journal-11877	77	20	cloud	cloud	ADJ
american_scientific_journal-11877	77	21	settings	setting	NOUN
american_scientific_journal-11877	77	22	,	,	PUNCT
american_scientific_journal-11877	77	23	substantially	substantially	ADV
american_scientific_journal-11877	77	24	accelerates	accelerate	VERB
american_scientific_journal-11877	77	25	deployment	deployment	ADJ
american_scientific_journal-11877	77	26	cycles	cycle	NOUN
american_scientific_journal-11877	77	27	.	.	PUNCT
american_scientific_journal-11877	78	1	the	the	DET
american_scientific_journal-11877	78	2	resulting	result	VERB
american_scientific_journal-11877	78	3	improvements	improvement	NOUN
american_scientific_journal-11877	78	4	in	in	ADP
american_scientific_journal-11877	78	5	deployment	deployment	NOUN
american_scientific_journal-11877	78	6	frequency	frequency	NOUN
american_scientific_journal-11877	78	7	,	,	PUNCT
american_scientific_journal-11877	78	8	system	system	NOUN
american_scientific_journal-11877	78	9	reliability	reliability	NOUN
american_scientific_journal-11877	78	10	,	,	PUNCT
american_scientific_journal-11877	78	11	and	and	CCONJ
american_scientific_journal-11877	78	12	developer	developer	NOUN
american_scientific_journal-11877	78	13	productivity	productivity	NOUN
american_scientific_journal-11877	78	14	provide	provide	VERB
american_scientific_journal-11877	78	15	organizations	organization	NOUN
american_scientific_journal-11877	78	16	with	with	ADP
american_scientific_journal-11877	78	17	a	a	DET
american_scientific_journal-11877	78	18	competitive	competitive	ADJ
american_scientific_journal-11877	78	19	edge	edge	NOUN
american_scientific_journal-11877	78	20	in	in	ADP
american_scientific_journal-11877	78	21	the	the	DET
american_scientific_journal-11877	78	22	rapidly	rapidly	ADV
american_scientific_journal-11877	78	23	evolving	evolve	VERB
american_scientific_journal-11877	78	24	software	software	NOUN
american_scientific_journal-11877	78	25	industry	industry	NOUN
american_scientific_journal-11877	78	26	.	.	PUNCT
american_scientific_journal-11877	79	1	case	case	NOUN
american_scientific_journal-11877	79	2	study	study	NOUN
american_scientific_journal-11877	79	3	1	1	NUM
american_scientific_journal-11877	79	4	:	:	PUNCT
american_scientific_journal-11877	79	5	a	a	DET
american_scientific_journal-11877	79	6	startup	startup	NOUN
american_scientific_journal-11877	79	7	’s	’s	PART
american_scientific_journal-11877	79	8	rapid	rapid	ADJ
american_scientific_journal-11877	79	9	deployment	deployment	NOUN
american_scientific_journal-11877	79	10	leveraging	leverage	VERB
american_scientific_journal-11877	79	11	a	a	DET
american_scientific_journal-11877	79	12	cloud	cloud	NOUN
american_scientific_journal-11877	79	13	platform	platform	NOUN
american_scientific_journal-11877	79	14	a	a	DET
american_scientific_journal-11877	79	15	global	global	ADJ
american_scientific_journal-11877	79	16	leader	leader	NOUN
american_scientific_journal-11877	79	17	in	in	ADP
american_scientific_journal-11877	79	18	public	public	ADJ
american_scientific_journal-11877	79	19	safety	safety	NOUN
american_scientific_journal-11877	79	20	and	and	CCONJ
american_scientific_journal-11877	79	21	enterprise	enterprise	NOUN
american_scientific_journal-11877	79	22	security	security	NOUN
american_scientific_journal-11877	79	23	solutions	solution	NOUN
american_scientific_journal-11877	79	24	faced	face	VERB
american_scientific_journal-11877	79	25	a	a	DET
american_scientific_journal-11877	79	26	significant	significant	ADJ
american_scientific_journal-11877	79	27	surge	surge	NOUN
american_scientific_journal-11877	79	28	in	in	ADP
american_scientific_journal-11877	79	29	demand	demand	NOUN
american_scientific_journal-11877	79	30	for	for	ADP
american_scientific_journal-11877	79	31	its	its	PRON
american_scientific_journal-11877	79	32	body	body	NOUN
american_scientific_journal-11877	79	33	camera	camera	NOUN
american_scientific_journal-11877	79	34	product	product	NOUN
american_scientific_journal-11877	79	35	line	line	NOUN
american_scientific_journal-11877	79	36	in	in	ADP
american_scientific_journal-11877	79	37	2020	2020	NUM
american_scientific_journal-11877	79	38	.	.	PUNCT
american_scientific_journal-11877	80	1	to	to	PART
american_scientific_journal-11877	80	2	meet	meet	VERB
american_scientific_journal-11877	80	3	this	this	DET
american_scientific_journal-11877	80	4	increased	increase	VERB
american_scientific_journal-11877	80	5	demand	demand	NOUN
american_scientific_journal-11877	80	6	,	,	PUNCT
american_scientific_journal-11877	80	7	the	the	DET
american_scientific_journal-11877	80	8	company	company	NOUN
american_scientific_journal-11877	80	9	partnered	partner	VERB
american_scientific_journal-11877	80	10	with	with	ADP
american_scientific_journal-11877	80	11	ntt	ntt	PROPN
american_scientific_journal-11877	80	12	data	datum	NOUN
american_scientific_journal-11877	80	13	to	to	PART
american_scientific_journal-11877	80	14	accelerate	accelerate	VERB
american_scientific_journal-11877	80	15	the	the	DET
american_scientific_journal-11877	80	16	development	development	NOUN
american_scientific_journal-11877	80	17	of	of	ADP
american_scientific_journal-11877	80	18	a	a	DET
american_scientific_journal-11877	80	19	cloud	cloud	NOUN
american_scientific_journal-11877	80	20	-	-	PUNCT
american_scientific_journal-11877	80	21	based	base	VERB
american_scientific_journal-11877	80	22	platform	platform	NOUN
american_scientific_journal-11877	80	23	capable	capable	ADJ
american_scientific_journal-11877	80	24	of	of	ADP
american_scientific_journal-11877	80	25	securely	securely	ADV
american_scientific_journal-11877	80	26	processing	process	VERB
american_scientific_journal-11877	80	27	and	and	CCONJ
american_scientific_journal-11877	80	28	storing	store	VERB
american_scientific_journal-11877	80	29	large	large	ADJ
american_scientific_journal-11877	80	30	volumes	volume	NOUN
american_scientific_journal-11877	80	31	of	of	ADP
american_scientific_journal-11877	80	32	video	video	NOUN
american_scientific_journal-11877	80	33	and	and	CCONJ
american_scientific_journal-11877	80	34	transcript	transcript	NOUN
american_scientific_journal-11877	80	35	data	datum	NOUN
american_scientific_journal-11877	80	36	.	.	PUNCT
american_scientific_journal-11877	81	1	this	this	DET
american_scientific_journal-11877	81	2	collaboration	collaboration	NOUN
american_scientific_journal-11877	81	3	enabled	enable	VERB
american_scientific_journal-11877	81	4	the	the	DET
american_scientific_journal-11877	81	5	firm	firm	NOUN
american_scientific_journal-11877	81	6	to	to	PART
american_scientific_journal-11877	81	7	rapidly	rapidly	ADV
american_scientific_journal-11877	81	8	deploy	deploy	VERB
american_scientific_journal-11877	81	9	the	the	DET
american_scientific_journal-11877	81	10	necessary	necessary	ADJ
american_scientific_journal-11877	81	11	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	81	12	,	,	PUNCT
american_scientific_journal-11877	81	13	ensuring	ensure	VERB
american_scientific_journal-11877	81	14	feature	feature	NOUN
american_scientific_journal-11877	81	15	parity	parity	NOUN
american_scientific_journal-11877	81	16	with	with	ADP
american_scientific_journal-11877	81	17	its	its	PRON
american_scientific_journal-11877	81	18	existing	exist	VERB
american_scientific_journal-11877	81	19	on	on	ADP
american_scientific_journal-11877	81	20	-	-	PUNCT
american_scientific_journal-11877	81	21	premises	premise	NOUN
american_scientific_journal-11877	81	22	offerings	offering	NOUN
american_scientific_journal-11877	81	23	and	and	CCONJ
american_scientific_journal-11877	81	24	effectively	effectively	ADV
american_scientific_journal-11877	81	25	managing	manage	VERB
american_scientific_journal-11877	81	26	the	the	DET
american_scientific_journal-11877	81	27	spike	spike	NOUN
american_scientific_journal-11877	81	28	in	in	ADP
american_scientific_journal-11877	81	29	market	market	NOUN
american_scientific_journal-11877	81	30	demand	demand	NOUN
american_scientific_journal-11877	81	31	[	[	X
american_scientific_journal-11877	81	32	12	12	NUM
american_scientific_journal-11877	81	33	]	]	PUNCT
american_scientific_journal-11877	81	34	.	.	PUNCT
american_scientific_journal-11877	82	1	case	case	NOUN
american_scientific_journal-11877	82	2	study	study	NOUN
american_scientific_journal-11877	82	3	2	2	NUM
american_scientific_journal-11877	82	4	:	:	PUNCT
american_scientific_journal-11877	82	5	an	an	DET
american_scientific_journal-11877	82	6	enterprise	enterprise	NOUN
american_scientific_journal-11877	82	7	’s	’s	PART
american_scientific_journal-11877	82	8	transition	transition	NOUN
american_scientific_journal-11877	82	9	to	to	ADP
american_scientific_journal-11877	82	10	cloud	cloud	NOUN
american_scientific_journal-11877	82	11	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	82	12	and	and	CCONJ
american_scientific_journal-11877	82	13	its	its	PRON
american_scientific_journal-11877	82	14	impact	impact	NOUN
american_scientific_journal-11877	82	15	on	on	ADP
american_scientific_journal-11877	82	16	digital	digital	ADJ
american_scientific_journal-11877	82	17	transformation	transformation	NOUN
american_scientific_journal-11877	82	18	carlsberg	carlsberg	PROPN
american_scientific_journal-11877	82	19	,	,	PUNCT
american_scientific_journal-11877	82	20	a	a	DET
american_scientific_journal-11877	82	21	renowned	renowned	ADJ
american_scientific_journal-11877	82	22	global	global	ADJ
american_scientific_journal-11877	82	23	brewing	brewing	NOUN
american_scientific_journal-11877	82	24	company	company	NOUN
american_scientific_journal-11877	82	25	,	,	PUNCT
american_scientific_journal-11877	82	26	embarked	embark	VERB
american_scientific_journal-11877	82	27	on	on	ADP
american_scientific_journal-11877	82	28	a	a	DET
american_scientific_journal-11877	82	29	digital	digital	ADJ
american_scientific_journal-11877	82	30	transformation	transformation	NOUN
american_scientific_journal-11877	82	31	journey	journey	NOUN
american_scientific_journal-11877	82	32	by	by	ADP
american_scientific_journal-11877	82	33	transitioning	transition	VERB
american_scientific_journal-11877	82	34	to	to	ADP
american_scientific_journal-11877	82	35	a	a	DET
american_scientific_journal-11877	82	36	scalable	scalable	ADJ
american_scientific_journal-11877	82	37	and	and	CCONJ
american_scientific_journal-11877	82	38	flexible	flexible	ADJ
american_scientific_journal-11877	82	39	cloud	cloud	NOUN
american_scientific_journal-11877	82	40	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	82	41	.	.	PUNCT
american_scientific_journal-11877	83	1	with	with	ADP
american_scientific_journal-11877	83	2	the	the	DET
american_scientific_journal-11877	83	3	assistance	assistance	NOUN
american_scientific_journal-11877	83	4	of	of	ADP
american_scientific_journal-11877	83	5	accenture	accenture	NOUN
american_scientific_journal-11877	83	6	,	,	PUNCT
american_scientific_journal-11877	83	7	carlsberg	carlsberg	PROPN
american_scientific_journal-11877	83	8	successfully	successfully	ADV
american_scientific_journal-11877	83	9	shifted	shift	VERB
american_scientific_journal-11877	83	10	100	100	NUM
american_scientific_journal-11877	83	11	%	%	NOUN
american_scientific_journal-11877	83	12	of	of	ADP
american_scientific_journal-11877	83	13	its	its	PRON
american_scientific_journal-11877	83	14	systems	system	NOUN
american_scientific_journal-11877	83	15	and	and	CCONJ
american_scientific_journal-11877	83	16	applications	application	NOUN
american_scientific_journal-11877	83	17	from	from	ADP
american_scientific_journal-11877	83	18	a	a	DET
american_scientific_journal-11877	83	19	legacy	legacy	NOUN
american_scientific_journal-11877	83	20	environment	environment	NOUN
american_scientific_journal-11877	83	21	to	to	ADP
american_scientific_journal-11877	83	22	the	the	DET
american_scientific_journal-11877	83	23	cloud	cloud	NOUN
american_scientific_journal-11877	83	24	.	.	PUNCT
american_scientific_journal-11877	84	1	this	this	DET
american_scientific_journal-11877	84	2	migration	migration	NOUN
american_scientific_journal-11877	84	3	led	lead	VERB
american_scientific_journal-11877	84	4	to	to	ADP
american_scientific_journal-11877	84	5	a	a	DET
american_scientific_journal-11877	84	6	significant	significant	ADJ
american_scientific_journal-11877	84	7	reduction	reduction	NOUN
american_scientific_journal-11877	84	8	in	in	ADP
american_scientific_journal-11877	84	9	major	major	ADJ
american_scientific_journal-11877	84	10	system	system	NOUN
american_scientific_journal-11877	84	11	incidents	incident	NOUN
american_scientific_journal-11877	84	12	,	,	PUNCT
american_scientific_journal-11877	84	13	decreasing	decrease	VERB
american_scientific_journal-11877	84	14	from	from	ADP
american_scientific_journal-11877	84	15	an	an	DET
american_scientific_journal-11877	84	16	average	average	NOUN
american_scientific_journal-11877	84	17	of	of	ADP
american_scientific_journal-11877	84	18	13	13	NUM
american_scientific_journal-11877	84	19	per	per	ADP
american_scientific_journal-11877	84	20	month	month	NOUN
american_scientific_journal-11877	84	21	to	to	ADP
american_scientific_journal-11877	84	22	just	just	ADV
american_scientific_journal-11877	84	23	five	five	NUM
american_scientific_journal-11877	84	24	.	.	PUNCT
american_scientific_journal-11877	85	1	the	the	DET
american_scientific_journal-11877	85	2	enhanced	enhanced	ADJ
american_scientific_journal-11877	85	3	reliability	reliability	NOUN
american_scientific_journal-11877	85	4	,	,	PUNCT
american_scientific_journal-11877	85	5	security	security	NOUN
american_scientific_journal-11877	85	6	,	,	PUNCT
american_scientific_journal-11877	85	7	and	and	CCONJ
american_scientific_journal-11877	85	8	disaster	disaster	NOUN
american_scientific_journal-11877	85	9	recovery	recovery	NOUN
american_scientific_journal-11877	85	10	capabilities	capability	NOUN
american_scientific_journal-11877	85	11	provided	provide	VERB
american_scientific_journal-11877	85	12	by	by	ADP
american_scientific_journal-11877	85	13	the	the	DET
american_scientific_journal-11877	85	14	cloud	cloud	NOUN
american_scientific_journal-11877	85	15	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	85	16	have	have	AUX
american_scientific_journal-11877	85	17	been	be	AUX
american_scientific_journal-11877	85	18	pivotal	pivotal	ADJ
american_scientific_journal-11877	85	19	in	in	ADP
american_scientific_journal-11877	85	20	supporting	support	VERB
american_scientific_journal-11877	85	21	carlsberg	carlsberg	PROPN
american_scientific_journal-11877	85	22	's	's	PART
american_scientific_journal-11877	85	23	transition	transition	NOUN
american_scientific_journal-11877	85	24	to	to	ADP
american_scientific_journal-11877	85	25	a	a	DET
american_scientific_journal-11877	85	26	digital	digital	ADJ
american_scientific_journal-11877	85	27	business	business	NOUN
american_scientific_journal-11877	86	1	[	[	X
american_scientific_journal-11877	86	2	13	13	NUM
american_scientific_journal-11877	86	3	]	]	PUNCT
american_scientific_journal-11877	86	4	.	.	PUNCT
american_scientific_journal-11877	87	1	case	case	NOUN
american_scientific_journal-11877	87	2	study	study	NOUN
american_scientific_journal-11877	87	3	3	3	NUM
american_scientific_journal-11877	87	4	:	:	PUNCT
american_scientific_journal-11877	87	5	a	a	DET
american_scientific_journal-11877	87	6	multinational	multinational	ADJ
american_scientific_journal-11877	87	7	’s	’s	PART
american_scientific_journal-11877	87	8	global	global	ADJ
american_scientific_journal-11877	87	9	deployment	deployment	NOUN
american_scientific_journal-11877	87	10	using	use	VERB
american_scientific_journal-11877	87	11	the	the	DET
american_scientific_journal-11877	87	12	cloud	cloud	ADJ
american_scientific_journal-11877	87	13	american	american	ADJ
american_scientific_journal-11877	87	14	academic	academic	ADJ
american_scientific_journal-11877	87	15	scientific	scientific	ADJ
american_scientific_journal-11877	87	16	research	research	NOUN
american_scientific_journal-11877	87	17	journal	journal	NOUN
american_scientific_journal-11877	87	18	for	for	ADP
american_scientific_journal-11877	87	19	engineering	engineering	NOUN
american_scientific_journal-11877	87	20	,	,	PUNCT
american_scientific_journal-11877	87	21	technology	technology	NOUN
american_scientific_journal-11877	87	22	,	,	PUNCT
american_scientific_journal-11877	87	23	and	and	CCONJ
american_scientific_journal-11877	87	24	sciences	science	NOUN
american_scientific_journal-11877	87	25	(	(	PUNCT
american_scientific_journal-11877	87	26	asrjets	asrjet	NOUN
american_scientific_journal-11877	87	27	)	)	PUNCT
american_scientific_journal-11877	87	28	volume	volume	NOUN
american_scientific_journal-11877	87	29	102	102	NUM
american_scientific_journal-11877	87	30	,	,	PUNCT
american_scientific_journal-11877	87	31	no	no	DET
american_scientific_journal-11877	87	32	1	1	NUM
american_scientific_journal-11877	87	33	,	,	PUNCT
american_scientific_journal-11877	87	34	pp	pp	ADV
american_scientific_journal-11877	87	35	371	371	NUM
american_scientific_journal-11877	87	36	-	-	SYM
american_scientific_journal-11877	87	37	381	381	NUM
american_scientific_journal-11877	87	38	376	376	NUM
american_scientific_journal-11877	87	39	thomson	thomson	NOUN
american_scientific_journal-11877	87	40	reuters	reuters	PROPN
american_scientific_journal-11877	87	41	,	,	PUNCT
american_scientific_journal-11877	87	42	a	a	DET
american_scientific_journal-11877	87	43	multinational	multinational	ADJ
american_scientific_journal-11877	87	44	media	medium	NOUN
american_scientific_journal-11877	87	45	conglomerate	conglomerate	NOUN
american_scientific_journal-11877	87	46	,	,	PUNCT
american_scientific_journal-11877	87	47	initiated	initiate	VERB
american_scientific_journal-11877	87	48	a	a	DET
american_scientific_journal-11877	87	49	cloud	cloud	ADJ
american_scientific_journal-11877	87	50	-	-	PUNCT
american_scientific_journal-11877	87	51	first	first	ADJ
american_scientific_journal-11877	87	52	strategy	strategy	NOUN
american_scientific_journal-11877	87	53	to	to	PART
american_scientific_journal-11877	87	54	enhance	enhance	VERB
american_scientific_journal-11877	87	55	its	its	PRON
american_scientific_journal-11877	87	56	global	global	ADJ
american_scientific_journal-11877	87	57	operations	operation	NOUN
american_scientific_journal-11877	87	58	.	.	PUNCT
american_scientific_journal-11877	88	1	partnering	partner	VERB
american_scientific_journal-11877	88	2	with	with	ADP
american_scientific_journal-11877	88	3	amazon	amazon	PROPN
american_scientific_journal-11877	88	4	web	web	NOUN
american_scientific_journal-11877	88	5	services	service	NOUN
american_scientific_journal-11877	88	6	(	(	PUNCT
american_scientific_journal-11877	88	7	aws	aw	NOUN
american_scientific_journal-11877	88	8	)	)	PUNCT
american_scientific_journal-11877	88	9	,	,	PUNCT
american_scientific_journal-11877	88	10	the	the	DET
american_scientific_journal-11877	88	11	company	company	NOUN
american_scientific_journal-11877	88	12	developed	develop	VERB
american_scientific_journal-11877	88	13	a	a	DET
american_scientific_journal-11877	88	14	cloud	cloud	NOUN
american_scientific_journal-11877	88	15	-	-	PUNCT
american_scientific_journal-11877	88	16	based	base	VERB
american_scientific_journal-11877	88	17	platform	platform	NOUN
american_scientific_journal-11877	88	18	that	that	PRON
american_scientific_journal-11877	88	19	significantly	significantly	ADV
american_scientific_journal-11877	88	20	improved	improve	VERB
american_scientific_journal-11877	88	21	operational	operational	ADJ
american_scientific_journal-11877	88	22	efficiency	efficiency	NOUN
american_scientific_journal-11877	88	23	and	and	CCONJ
american_scientific_journal-11877	88	24	cost	cost	NOUN
american_scientific_journal-11877	88	25	optimization	optimization	NOUN
american_scientific_journal-11877	88	26	.	.	PUNCT
american_scientific_journal-11877	89	1	this	this	DET
american_scientific_journal-11877	89	2	transformation	transformation	NOUN
american_scientific_journal-11877	89	3	enabled	enable	VERB
american_scientific_journal-11877	89	4	thomson	thomson	PROPN
american_scientific_journal-11877	89	5	reuters	reuter	NOUN
american_scientific_journal-11877	89	6	to	to	PART
american_scientific_journal-11877	89	7	rapidly	rapidly	ADV
american_scientific_journal-11877	89	8	incorporate	incorporate	VERB
american_scientific_journal-11877	89	9	generative	generative	ADJ
american_scientific_journal-11877	89	10	ai	ai	PROPN
american_scientific_journal-11877	89	11	technologies	technology	NOUN
american_scientific_journal-11877	89	12	across	across	ADP
american_scientific_journal-11877	89	13	its	its	PRON
american_scientific_journal-11877	89	14	products	product	NOUN
american_scientific_journal-11877	89	15	,	,	PUNCT
american_scientific_journal-11877	89	16	particularly	particularly	ADV
american_scientific_journal-11877	89	17	benefiting	benefit	VERB
american_scientific_journal-11877	89	18	their	their	PRON
american_scientific_journal-11877	89	19	legal	legal	ADJ
american_scientific_journal-11877	89	20	and	and	CCONJ
american_scientific_journal-11877	89	21	accounting	accounting	NOUN
american_scientific_journal-11877	89	22	divisions	division	NOUN
american_scientific_journal-11877	89	23	.	.	PUNCT
american_scientific_journal-11877	90	1	the	the	DET
american_scientific_journal-11877	90	2	cloud	cloud	PROPN
american_scientific_journal-11877	90	3	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	90	4	facilitated	facilitate	VERB
american_scientific_journal-11877	90	5	swift	swift	ADJ
american_scientific_journal-11877	90	6	global	global	ADJ
american_scientific_journal-11877	90	7	deployment	deployment	NOUN
american_scientific_journal-11877	90	8	,	,	PUNCT
american_scientific_journal-11877	90	9	allowing	allow	VERB
american_scientific_journal-11877	90	10	the	the	DET
american_scientific_journal-11877	90	11	company	company	NOUN
american_scientific_journal-11877	90	12	to	to	PART
american_scientific_journal-11877	90	13	adapt	adapt	VERB
american_scientific_journal-11877	90	14	quickly	quickly	ADV
american_scientific_journal-11877	90	15	to	to	ADP
american_scientific_journal-11877	90	16	market	market	NOUN
american_scientific_journal-11877	90	17	changes	change	NOUN
american_scientific_journal-11877	90	18	and	and	CCONJ
american_scientific_journal-11877	90	19	technological	technological	ADJ
american_scientific_journal-11877	90	20	advancements	advancement	NOUN
american_scientific_journal-11877	90	21	[	[	X
american_scientific_journal-11877	90	22	14	14	NUM
american_scientific_journal-11877	90	23	]	]	PUNCT
american_scientific_journal-11877	90	24	.	.	PUNCT
american_scientific_journal-11877	91	1	these	these	DET
american_scientific_journal-11877	91	2	case	case	NOUN
american_scientific_journal-11877	91	3	studies	study	NOUN
american_scientific_journal-11877	91	4	illustrate	illustrate	VERB
american_scientific_journal-11877	91	5	the	the	DET
american_scientific_journal-11877	91	6	diverse	diverse	ADJ
american_scientific_journal-11877	91	7	ways	way	NOUN
american_scientific_journal-11877	91	8	in	in	ADP
american_scientific_journal-11877	91	9	which	which	PRON
american_scientific_journal-11877	91	10	organizations	organization	NOUN
american_scientific_journal-11877	91	11	—	—	PUNCT
american_scientific_journal-11877	91	12	from	from	ADP
american_scientific_journal-11877	91	13	startups	startup	NOUN
american_scientific_journal-11877	91	14	to	to	ADP
american_scientific_journal-11877	91	15	multinational	multinational	ADJ
american_scientific_journal-11877	91	16	enterprises	enterprise	NOUN
american_scientific_journal-11877	91	17	—	—	PUNCT
american_scientific_journal-11877	91	18	have	have	VERB
american_scientific_journal-11877	91	19	leveraged	leverage	VERB
american_scientific_journal-11877	91	20	cloud	cloud	NOUN
american_scientific_journal-11877	91	21	platforms	platform	NOUN
american_scientific_journal-11877	91	22	to	to	PART
american_scientific_journal-11877	91	23	accelerate	accelerate	VERB
american_scientific_journal-11877	91	24	deployment	deployment	NOUN
american_scientific_journal-11877	91	25	,	,	PUNCT
american_scientific_journal-11877	91	26	enhance	enhance	VERB
american_scientific_journal-11877	91	27	digital	digital	ADJ
american_scientific_journal-11877	91	28	transformation	transformation	NOUN
american_scientific_journal-11877	91	29	,	,	PUNCT
american_scientific_journal-11877	91	30	and	and	CCONJ
american_scientific_journal-11877	91	31	achieve	achieve	VERB
american_scientific_journal-11877	91	32	global	global	ADJ
american_scientific_journal-11877	91	33	scalability	scalability	NOUN
american_scientific_journal-11877	91	34	.	.	PUNCT
american_scientific_journal-11877	92	1	4	4	X
american_scientific_journal-11877	92	2	.	.	X
american_scientific_journal-11877	92	3	discussion	discussion	NOUN
american_scientific_journal-11877	92	4	the	the	DET
american_scientific_journal-11877	92	5	findings	finding	NOUN
american_scientific_journal-11877	92	6	clearly	clearly	ADV
american_scientific_journal-11877	92	7	demonstrate	demonstrate	VERB
american_scientific_journal-11877	92	8	that	that	SCONJ
american_scientific_journal-11877	92	9	cloud	cloud	NOUN
american_scientific_journal-11877	92	10	computing	computing	NOUN
american_scientific_journal-11877	92	11	significantly	significantly	ADV
american_scientific_journal-11877	92	12	enhances	enhance	VERB
american_scientific_journal-11877	92	13	the	the	DET
american_scientific_journal-11877	92	14	efficiency	efficiency	NOUN
american_scientific_journal-11877	92	15	of	of	ADP
american_scientific_journal-11877	92	16	software	software	NOUN
american_scientific_journal-11877	92	17	deployment	deployment	NOUN
american_scientific_journal-11877	92	18	,	,	PUNCT
american_scientific_journal-11877	92	19	resulting	result	VERB
american_scientific_journal-11877	92	20	in	in	ADP
american_scientific_journal-11877	92	21	a	a	DET
american_scientific_journal-11877	92	22	marked	mark	VERB
american_scientific_journal-11877	92	23	reduction	reduction	NOUN
american_scientific_journal-11877	92	24	in	in	ADP
american_scientific_journal-11877	92	25	time	time	NOUN
american_scientific_journal-11877	92	26	-	-	PUNCT
american_scientific_journal-11877	92	27	to	to	ADP
american_scientific_journal-11877	92	28	-	-	PUNCT
american_scientific_journal-11877	92	29	market	market	NOUN
american_scientific_journal-11877	92	30	.	.	PUNCT
american_scientific_journal-11877	93	1	case	case	NOUN
american_scientific_journal-11877	93	2	studies	study	NOUN
american_scientific_journal-11877	93	3	and	and	CCONJ
american_scientific_journal-11877	93	4	empirical	empirical	ADJ
american_scientific_journal-11877	93	5	data	datum	NOUN
american_scientific_journal-11877	93	6	show	show	VERB
american_scientific_journal-11877	93	7	that	that	SCONJ
american_scientific_journal-11877	93	8	traditional	traditional	ADJ
american_scientific_journal-11877	93	9	it	it	PRON
american_scientific_journal-11877	93	10	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	93	11	,	,	PUNCT
american_scientific_journal-11877	93	12	with	with	ADP
american_scientific_journal-11877	93	13	its	its	PRON
american_scientific_journal-11877	93	14	lengthy	lengthy	ADJ
american_scientific_journal-11877	93	15	hardware	hardware	NOUN
american_scientific_journal-11877	93	16	procurement	procurement	NOUN
american_scientific_journal-11877	93	17	and	and	CCONJ
american_scientific_journal-11877	93	18	configuration	configuration	NOUN
american_scientific_journal-11877	93	19	processes	process	NOUN
american_scientific_journal-11877	93	20	,	,	PUNCT
american_scientific_journal-11877	93	21	is	be	AUX
american_scientific_journal-11877	93	22	no	no	ADV
american_scientific_journal-11877	93	23	longer	long	ADV
american_scientific_journal-11877	93	24	competitive	competitive	ADJ
american_scientific_journal-11877	93	25	in	in	ADP
american_scientific_journal-11877	93	26	the	the	DET
american_scientific_journal-11877	93	27	face	face	NOUN
american_scientific_journal-11877	93	28	of	of	ADP
american_scientific_journal-11877	93	29	cloud	cloud	NOUN
american_scientific_journal-11877	93	30	-	-	PUNCT
american_scientific_journal-11877	93	31	enabled	enable	VERB
american_scientific_journal-11877	93	32	deployment	deployment	NOUN
american_scientific_journal-11877	93	33	strategies	strategy	NOUN
american_scientific_journal-11877	93	34	.	.	PUNCT
american_scientific_journal-11877	94	1	by	by	ADP
american_scientific_journal-11877	94	2	leveraging	leverage	VERB
american_scientific_journal-11877	94	3	cloud	cloud	NOUN
american_scientific_journal-11877	94	4	technologies	technology	NOUN
american_scientific_journal-11877	94	5	,	,	PUNCT
american_scientific_journal-11877	94	6	organizations	organization	NOUN
american_scientific_journal-11877	94	7	can	can	AUX
american_scientific_journal-11877	94	8	rapidly	rapidly	ADV
american_scientific_journal-11877	94	9	provision	provision	VERB
american_scientific_journal-11877	94	10	resources	resource	NOUN
american_scientific_journal-11877	94	11	,	,	PUNCT
american_scientific_journal-11877	94	12	automate	automate	ADJ
american_scientific_journal-11877	94	13	workflows	workflow	NOUN
american_scientific_journal-11877	94	14	,	,	PUNCT
american_scientific_journal-11877	94	15	and	and	CCONJ
american_scientific_journal-11877	94	16	ensure	ensure	VERB
american_scientific_journal-11877	94	17	seamless	seamless	ADJ
american_scientific_journal-11877	94	18	scalability	scalability	NOUN
american_scientific_journal-11877	94	19	,	,	PUNCT
american_scientific_journal-11877	94	20	enabling	enable	VERB
american_scientific_journal-11877	94	21	them	they	PRON
american_scientific_journal-11877	94	22	to	to	PART
american_scientific_journal-11877	94	23	deploy	deploy	VERB
american_scientific_journal-11877	94	24	applications	application	NOUN
american_scientific_journal-11877	94	25	and	and	CCONJ
american_scientific_journal-11877	94	26	updates	update	NOUN
american_scientific_journal-11877	94	27	at	at	ADP
american_scientific_journal-11877	94	28	an	an	DET
american_scientific_journal-11877	94	29	unprecedented	unprecedented	ADJ
american_scientific_journal-11877	94	30	pace	pace	NOUN
american_scientific_journal-11877	94	31	.	.	PUNCT
american_scientific_journal-11877	95	1	the	the	DET
american_scientific_journal-11877	95	2	success	success	NOUN
american_scientific_journal-11877	95	3	stories	story	NOUN
american_scientific_journal-11877	95	4	outlined	outline	VERB
american_scientific_journal-11877	95	5	in	in	ADP
american_scientific_journal-11877	95	6	this	this	DET
american_scientific_journal-11877	95	7	study	study	NOUN
american_scientific_journal-11877	95	8	demonstrate	demonstrate	VERB
american_scientific_journal-11877	95	9	how	how	SCONJ
american_scientific_journal-11877	95	10	startups	startup	NOUN
american_scientific_journal-11877	95	11	,	,	PUNCT
american_scientific_journal-11877	95	12	enterprises	enterprise	NOUN
american_scientific_journal-11877	95	13	,	,	PUNCT
american_scientific_journal-11877	95	14	and	and	CCONJ
american_scientific_journal-11877	95	15	multinational	multinational	ADJ
american_scientific_journal-11877	95	16	corporations	corporation	NOUN
american_scientific_journal-11877	95	17	have	have	AUX
american_scientific_journal-11877	95	18	achieved	achieve	VERB
american_scientific_journal-11877	95	19	significant	significant	ADJ
american_scientific_journal-11877	95	20	improvements	improvement	NOUN
american_scientific_journal-11877	95	21	in	in	ADP
american_scientific_journal-11877	95	22	deployment	deployment	NOUN
american_scientific_journal-11877	95	23	efficiency	efficiency	NOUN
american_scientific_journal-11877	95	24	.	.	PUNCT
american_scientific_journal-11877	96	1	for	for	ADP
american_scientific_journal-11877	96	2	instance	instance	NOUN
american_scientific_journal-11877	96	3	,	,	PUNCT
american_scientific_journal-11877	96	4	the	the	DET
american_scientific_journal-11877	96	5	rapid	rapid	ADJ
american_scientific_journal-11877	96	6	provisioning	provision	VERB
american_scientific_journal-11877	96	7	capabilities	capability	NOUN
american_scientific_journal-11877	96	8	of	of	ADP
american_scientific_journal-11877	96	9	microsoft	microsoft	PROPN
american_scientific_journal-11877	96	10	azure	azure	NOUN
american_scientific_journal-11877	96	11	and	and	CCONJ
american_scientific_journal-11877	96	12	google	google	PROPN
american_scientific_journal-11877	96	13	cloud	cloud	NOUN
american_scientific_journal-11877	96	14	platform	platform	NOUN
american_scientific_journal-11877	96	15	(	(	PUNCT
american_scientific_journal-11877	96	16	gcp	gcp	PROPN
american_scientific_journal-11877	96	17	)	)	PUNCT
american_scientific_journal-11877	96	18	allow	allow	VERB
american_scientific_journal-11877	96	19	organizations	organization	NOUN
american_scientific_journal-11877	96	20	to	to	PART
american_scientific_journal-11877	96	21	deploy	deploy	VERB
american_scientific_journal-11877	96	22	thousands	thousand	NOUN
american_scientific_journal-11877	96	23	of	of	ADP
american_scientific_journal-11877	96	24	containers	container	NOUN
american_scientific_journal-11877	96	25	within	within	ADP
american_scientific_journal-11877	96	26	seconds	second	NOUN
american_scientific_journal-11877	96	27	,	,	PUNCT
american_scientific_journal-11877	96	28	drastically	drastically	ADV
american_scientific_journal-11877	96	29	reducing	reduce	VERB
american_scientific_journal-11877	96	30	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	96	31	setup	setup	NOUN
american_scientific_journal-11877	96	32	time	time	NOUN
american_scientific_journal-11877	96	33	[	[	X
american_scientific_journal-11877	96	34	15	15	NUM
american_scientific_journal-11877	96	35	]	]	PUNCT
american_scientific_journal-11877	96	36	.	.	PUNCT
american_scientific_journal-11877	97	1	similarly	similarly	ADV
american_scientific_journal-11877	97	2	,	,	PUNCT
american_scientific_journal-11877	97	3	companies	company	NOUN
american_scientific_journal-11877	97	4	like	like	ADP
american_scientific_journal-11877	97	5	hsbc	hsbc	PROPN
american_scientific_journal-11877	97	6	and	and	CCONJ
american_scientific_journal-11877	97	7	twitter	twitter	NOUN
american_scientific_journal-11877	97	8	have	have	VERB
american_scientific_journal-11877	97	9	leveraged	leverage	VERB
american_scientific_journal-11877	97	10	cloud	cloud	NOUN
american_scientific_journal-11877	97	11	-	-	PUNCT
american_scientific_journal-11877	97	12	based	base	VERB
american_scientific_journal-11877	97	13	solutions	solution	NOUN
american_scientific_journal-11877	97	14	to	to	PART
american_scientific_journal-11877	97	15	enhance	enhance	VERB
american_scientific_journal-11877	97	16	operational	operational	ADJ
american_scientific_journal-11877	97	17	reliability	reliability	NOUN
american_scientific_journal-11877	97	18	,	,	PUNCT
american_scientific_journal-11877	97	19	minimize	minimize	VERB
american_scientific_journal-11877	97	20	downtime	downtime	NOUN
american_scientific_journal-11877	97	21	,	,	PUNCT
american_scientific_journal-11877	97	22	and	and	CCONJ
american_scientific_journal-11877	97	23	improve	improve	VERB
american_scientific_journal-11877	97	24	overall	overall	ADJ
american_scientific_journal-11877	97	25	system	system	NOUN
american_scientific_journal-11877	97	26	performance	performance	NOUN
american_scientific_journal-11877	97	27	.	.	PUNCT
american_scientific_journal-11877	98	1	the	the	DET
american_scientific_journal-11877	98	2	effectiveness	effectiveness	NOUN
american_scientific_journal-11877	98	3	of	of	ADP
american_scientific_journal-11877	98	4	cloud	cloud	NOUN
american_scientific_journal-11877	98	5	computing	computing	NOUN
american_scientific_journal-11877	98	6	in	in	ADP
american_scientific_journal-11877	98	7	accelerating	accelerate	VERB
american_scientific_journal-11877	98	8	deployment	deployment	ADJ
american_scientific_journal-11877	98	9	cycles	cycle	NOUN
american_scientific_journal-11877	98	10	is	be	AUX
american_scientific_journal-11877	98	11	underpinned	underpin	VERB
american_scientific_journal-11877	98	12	by	by	ADP
american_scientific_journal-11877	98	13	several	several	ADJ
american_scientific_journal-11877	98	14	enabling	enable	VERB
american_scientific_journal-11877	98	15	factors	factor	NOUN
american_scientific_journal-11877	98	16	:	:	PUNCT
american_scientific_journal-11877	98	17	⎯	⎯	PROPN
american_scientific_journal-11877	98	18	cloud	cloud	NOUN
american_scientific_journal-11877	98	19	platforms	platform	NOUN
american_scientific_journal-11877	98	20	integrate	integrate	VERB
american_scientific_journal-11877	98	21	tools	tool	NOUN
american_scientific_journal-11877	98	22	for	for	ADP
american_scientific_journal-11877	98	23	automating	automate	VERB
american_scientific_journal-11877	98	24	deployment	deployment	NOUN
american_scientific_journal-11877	98	25	processes	process	NOUN
american_scientific_journal-11877	98	26	,	,	PUNCT
american_scientific_journal-11877	98	27	such	such	ADJ
american_scientific_journal-11877	98	28	as	as	ADP
american_scientific_journal-11877	98	29	continuous	continuous	ADJ
american_scientific_journal-11877	98	30	integration	integration	NOUN
american_scientific_journal-11877	98	31	/	/	SYM
american_scientific_journal-11877	98	32	continuous	continuous	ADJ
american_scientific_journal-11877	98	33	deployment	deployment	NOUN
american_scientific_journal-11877	98	34	(	(	PUNCT
american_scientific_journal-11877	98	35	ci	ci	NOUN
american_scientific_journal-11877	98	36	/	/	SYM
american_scientific_journal-11877	98	37	cd	cd	PROPN
american_scientific_journal-11877	98	38	)	)	PUNCT
american_scientific_journal-11877	98	39	pipelines	pipeline	NOUN
american_scientific_journal-11877	98	40	.	.	PUNCT
american_scientific_journal-11877	99	1	automation	automation	NOUN
american_scientific_journal-11877	99	2	minimizes	minimize	VERB
american_scientific_journal-11877	99	3	human	human	ADJ
american_scientific_journal-11877	99	4	intervention	intervention	NOUN
american_scientific_journal-11877	99	5	,	,	PUNCT
american_scientific_journal-11877	99	6	reduces	reduce	VERB
american_scientific_journal-11877	99	7	errors	error	NOUN
american_scientific_journal-11877	99	8	,	,	PUNCT
american_scientific_journal-11877	99	9	and	and	CCONJ
american_scientific_journal-11877	99	10	enables	enable	VERB
american_scientific_journal-11877	99	11	frequent	frequent	ADJ
american_scientific_journal-11877	99	12	and	and	CCONJ
american_scientific_journal-11877	99	13	consistent	consistent	ADJ
american_scientific_journal-11877	99	14	updates	update	NOUN
american_scientific_journal-11877	99	15	,	,	PUNCT
american_scientific_journal-11877	99	16	as	as	SCONJ
american_scientific_journal-11877	99	17	seen	see	VERB
american_scientific_journal-11877	99	18	in	in	ADP
american_scientific_journal-11877	99	19	the	the	DET
american_scientific_journal-11877	99	20	case	case	NOUN
american_scientific_journal-11877	99	21	of	of	ADP
american_scientific_journal-11877	99	22	united	united	PROPN
american_scientific_journal-11877	99	23	airlines	airlines	PROPN
american_scientific_journal-11877	99	24	,	,	PUNCT
american_scientific_journal-11877	99	25	which	which	PRON
american_scientific_journal-11877	99	26	achieved	achieve	VERB
american_scientific_journal-11877	99	27	a	a	DET
american_scientific_journal-11877	99	28	75	75	NUM
american_scientific_journal-11877	99	29	%	%	NOUN
american_scientific_journal-11877	99	30	acceleration	acceleration	NOUN
american_scientific_journal-11877	99	31	in	in	ADP
american_scientific_journal-11877	99	32	deployment	deployment	NOUN
american_scientific_journal-11877	99	33	frequency	frequency	NOUN
american_scientific_journal-11877	99	34	using	use	VERB
american_scientific_journal-11877	99	35	automated	automate	VERB
american_scientific_journal-11877	99	36	pipelines	pipeline	NOUN
american_scientific_journal-11877	99	37	.	.	PUNCT
american_scientific_journal-11877	100	1	⎯	⎯	PROPN
american_scientific_journal-11877	100	2	the	the	DET
american_scientific_journal-11877	100	3	ability	ability	NOUN
american_scientific_journal-11877	100	4	to	to	PART
american_scientific_journal-11877	100	5	dynamically	dynamically	ADV
american_scientific_journal-11877	100	6	scale	scale	VERB
american_scientific_journal-11877	100	7	resources	resource	NOUN
american_scientific_journal-11877	100	8	up	up	ADV
american_scientific_journal-11877	100	9	or	or	CCONJ
american_scientific_journal-11877	100	10	down	down	ADV
american_scientific_journal-11877	100	11	based	base	VERB
american_scientific_journal-11877	100	12	on	on	ADP
american_scientific_journal-11877	100	13	demand	demand	NOUN
american_scientific_journal-11877	100	14	eliminates	eliminate	VERB
american_scientific_journal-11877	100	15	the	the	DET
american_scientific_journal-11877	100	16	need	need	NOUN
american_scientific_journal-11877	100	17	for	for	ADP
american_scientific_journal-11877	100	18	overprovisioning	overprovisione	VERB
american_scientific_journal-11877	100	19	or	or	CCONJ
american_scientific_journal-11877	100	20	underutilization	underutilization	NOUN
american_scientific_journal-11877	100	21	of	of	ADP
american_scientific_journal-11877	100	22	resources	resource	NOUN
american_scientific_journal-11877	100	23	.	.	PUNCT
american_scientific_journal-11877	101	1	this	this	PRON
american_scientific_journal-11877	101	2	ensures	ensure	VERB
american_scientific_journal-11877	101	3	that	that	SCONJ
american_scientific_journal-11877	101	4	applications	application	NOUN
american_scientific_journal-11877	101	5	have	have	VERB
american_scientific_journal-11877	101	6	optimal	optimal	ADJ
american_scientific_journal-11877	101	7	performance	performance	NOUN
american_scientific_journal-11877	101	8	during	during	ADP
american_scientific_journal-11877	101	9	peak	peak	NOUN
american_scientific_journal-11877	101	10	periods	period	NOUN
american_scientific_journal-11877	101	11	without	without	ADP
american_scientific_journal-11877	101	12	delays	delay	NOUN
american_scientific_journal-11877	101	13	caused	cause	VERB
american_scientific_journal-11877	101	14	by	by	ADP
american_scientific_journal-11877	101	15	manual	manual	ADJ
american_scientific_journal-11877	101	16	adjustments	adjustment	NOUN
american_scientific_journal-11877	101	17	.	.	PUNCT
american_scientific_journal-11877	102	1	⎯	⎯	PROPN
american_scientific_journal-11877	102	2	cloud	cloud	NOUN
american_scientific_journal-11877	102	3	providers	provider	NOUN
american_scientific_journal-11877	102	4	offer	offer	VERB
american_scientific_journal-11877	102	5	a	a	DET
american_scientific_journal-11877	102	6	distributed	distribute	VERB
american_scientific_journal-11877	102	7	network	network	NOUN
american_scientific_journal-11877	102	8	of	of	ADP
american_scientific_journal-11877	102	9	data	datum	NOUN
american_scientific_journal-11877	102	10	centers	center	NOUN
american_scientific_journal-11877	102	11	,	,	PUNCT
american_scientific_journal-11877	102	12	enabling	enable	VERB
american_scientific_journal-11877	102	13	organizations	organization	NOUN
american_scientific_journal-11877	102	14	to	to	PART
american_scientific_journal-11877	102	15	deploy	deploy	VERB
american_scientific_journal-11877	102	16	applications	application	NOUN
american_scientific_journal-11877	102	17	across	across	ADP
american_scientific_journal-11877	102	18	multiple	multiple	ADJ
american_scientific_journal-11877	102	19	regions	region	NOUN
american_scientific_journal-11877	102	20	simultaneously	simultaneously	ADV
american_scientific_journal-11877	102	21	.	.	PUNCT
american_scientific_journal-11877	103	1	this	this	DET
american_scientific_journal-11877	103	2	feature	feature	NOUN
american_scientific_journal-11877	103	3	reduces	reduce	VERB
american_scientific_journal-11877	103	4	latency	latency	NOUN
american_scientific_journal-11877	103	5	,	,	PUNCT
american_scientific_journal-11877	103	6	ensures	ensure	VERB
american_scientific_journal-11877	103	7	better	well	ADJ
american_scientific_journal-11877	103	8	performance	performance	NOUN
american_scientific_journal-11877	103	9	for	for	ADP
american_scientific_journal-11877	103	10	end	end	NOUN
american_scientific_journal-11877	103	11	-	-	PUNCT
american_scientific_journal-11877	103	12	users	user	NOUN
american_scientific_journal-11877	103	13	,	,	PUNCT
american_scientific_journal-11877	103	14	and	and	CCONJ
american_scientific_journal-11877	103	15	facilitates	facilitate	VERB
american_scientific_journal-11877	103	16	global	global	ADJ
american_scientific_journal-11877	103	17	rollouts	rollout	NOUN
american_scientific_journal-11877	103	18	,	,	PUNCT
american_scientific_journal-11877	103	19	as	as	SCONJ
american_scientific_journal-11877	103	20	demonstrated	demonstrate	VERB
american_scientific_journal-11877	103	21	by	by	ADP
american_scientific_journal-11877	103	22	thomson	thomson	PROPN
american_scientific_journal-11877	103	23	reuters	reuters	PROPN
american_scientific_journal-11877	103	24	’	'	PUNCT
american_scientific_journal-11877	103	25	use	use	NOUN
american_scientific_journal-11877	103	26	of	of	ADP
american_scientific_journal-11877	103	27	american	american	ADJ
american_scientific_journal-11877	103	28	academic	academic	ADJ
american_scientific_journal-11877	103	29	scientific	scientific	ADJ
american_scientific_journal-11877	103	30	research	research	NOUN
american_scientific_journal-11877	103	31	journal	journal	NOUN
american_scientific_journal-11877	103	32	for	for	ADP
american_scientific_journal-11877	103	33	engineering	engineering	NOUN
american_scientific_journal-11877	103	34	,	,	PUNCT
american_scientific_journal-11877	103	35	technology	technology	NOUN
american_scientific_journal-11877	103	36	,	,	PUNCT
american_scientific_journal-11877	103	37	and	and	CCONJ
american_scientific_journal-11877	103	38	sciences	science	NOUN
american_scientific_journal-11877	103	39	(	(	PUNCT
american_scientific_journal-11877	103	40	asrjets	asrjet	NOUN
american_scientific_journal-11877	103	41	)	)	PUNCT
american_scientific_journal-11877	103	42	volume	volume	NOUN
american_scientific_journal-11877	103	43	102	102	NUM
american_scientific_journal-11877	103	44	,	,	PUNCT
american_scientific_journal-11877	103	45	no	no	DET
american_scientific_journal-11877	103	46	1	1	NUM
american_scientific_journal-11877	103	47	,	,	PUNCT
american_scientific_journal-11877	103	48	pp	pp	ADV
american_scientific_journal-11877	103	49	371	371	NUM
american_scientific_journal-11877	103	50	-	-	SYM
american_scientific_journal-11877	103	51	381	381	NUM
american_scientific_journal-11877	103	52	377	377	NUM
american_scientific_journal-11877	103	53	aws	aw	NOUN
american_scientific_journal-11877	103	54	for	for	ADP
american_scientific_journal-11877	103	55	global	global	ADJ
american_scientific_journal-11877	103	56	scalability	scalability	NOUN
american_scientific_journal-11877	103	57	[	[	X
american_scientific_journal-11877	103	58	16	16	NUM
american_scientific_journal-11877	103	59	]	]	PUNCT
american_scientific_journal-11877	103	60	.	.	PUNCT
american_scientific_journal-11877	104	1	these	these	DET
american_scientific_journal-11877	104	2	factors	factor	NOUN
american_scientific_journal-11877	104	3	collectively	collectively	ADV
american_scientific_journal-11877	104	4	create	create	VERB
american_scientific_journal-11877	104	5	an	an	DET
american_scientific_journal-11877	104	6	environment	environment	NOUN
american_scientific_journal-11877	104	7	where	where	SCONJ
american_scientific_journal-11877	104	8	software	software	NOUN
american_scientific_journal-11877	104	9	deployment	deployment	NOUN
american_scientific_journal-11877	104	10	becomes	become	VERB
american_scientific_journal-11877	104	11	faster	fast	ADJ
american_scientific_journal-11877	104	12	,	,	PUNCT
american_scientific_journal-11877	104	13	more	more	ADV
american_scientific_journal-11877	104	14	reliable	reliable	ADJ
american_scientific_journal-11877	104	15	,	,	PUNCT
american_scientific_journal-11877	104	16	and	and	CCONJ
american_scientific_journal-11877	104	17	scalable	scalable	ADJ
american_scientific_journal-11877	104	18	.	.	PUNCT
american_scientific_journal-11877	105	1	organizations	organization	NOUN
american_scientific_journal-11877	105	2	that	that	PRON
american_scientific_journal-11877	105	3	leverage	leverage	VERB
american_scientific_journal-11877	105	4	these	these	DET
american_scientific_journal-11877	105	5	capabilities	capability	NOUN
american_scientific_journal-11877	105	6	not	not	PART
american_scientific_journal-11877	105	7	only	only	ADV
american_scientific_journal-11877	105	8	reduce	reduce	VERB
american_scientific_journal-11877	105	9	time	time	NOUN
american_scientific_journal-11877	105	10	-	-	PUNCT
american_scientific_journal-11877	105	11	to	to	ADP
american_scientific_journal-11877	105	12	-	-	PUNCT
american_scientific_journal-11877	105	13	market	market	NOUN
american_scientific_journal-11877	105	14	but	but	CCONJ
american_scientific_journal-11877	105	15	also	also	ADV
american_scientific_journal-11877	105	16	gain	gain	VERB
american_scientific_journal-11877	105	17	a	a	DET
american_scientific_journal-11877	105	18	significant	significant	ADJ
american_scientific_journal-11877	105	19	competitive	competitive	ADJ
american_scientific_journal-11877	105	20	advantage	advantage	NOUN
american_scientific_journal-11877	105	21	in	in	ADP
american_scientific_journal-11877	105	22	responding	respond	VERB
american_scientific_journal-11877	105	23	to	to	ADP
american_scientific_journal-11877	105	24	market	market	NOUN
american_scientific_journal-11877	105	25	demands	demand	NOUN
american_scientific_journal-11877	105	26	and	and	CCONJ
american_scientific_journal-11877	105	27	technological	technological	ADJ
american_scientific_journal-11877	105	28	trends	trend	NOUN
american_scientific_journal-11877	105	29	.	.	PUNCT
american_scientific_journal-11877	106	1	elasticity	elasticity	NOUN
american_scientific_journal-11877	106	2	is	be	AUX
american_scientific_journal-11877	106	3	one	one	NUM
american_scientific_journal-11877	106	4	of	of	ADP
american_scientific_journal-11877	106	5	the	the	DET
american_scientific_journal-11877	106	6	most	most	ADV
american_scientific_journal-11877	106	7	critical	critical	ADJ
american_scientific_journal-11877	106	8	advantages	advantage	NOUN
american_scientific_journal-11877	106	9	of	of	ADP
american_scientific_journal-11877	106	10	cloud	cloud	NOUN
american_scientific_journal-11877	106	11	computing	computing	NOUN
american_scientific_journal-11877	106	12	.	.	PUNCT
american_scientific_journal-11877	107	1	unlike	unlike	ADP
american_scientific_journal-11877	107	2	traditional	traditional	ADJ
american_scientific_journal-11877	107	3	it	it	PRON
american_scientific_journal-11877	107	4	infrastructures	infrastructure	NOUN
american_scientific_journal-11877	107	5	,	,	PUNCT
american_scientific_journal-11877	107	6	which	which	PRON
american_scientific_journal-11877	107	7	operate	operate	VERB
american_scientific_journal-11877	107	8	at	at	ADP
american_scientific_journal-11877	107	9	a	a	DET
american_scientific_journal-11877	107	10	fixed	fix	VERB
american_scientific_journal-11877	107	11	capacity	capacity	NOUN
american_scientific_journal-11877	107	12	and	and	CCONJ
american_scientific_journal-11877	107	13	often	often	ADV
american_scientific_journal-11877	107	14	result	result	VERB
american_scientific_journal-11877	107	15	in	in	ADP
american_scientific_journal-11877	107	16	resource	resource	NOUN
american_scientific_journal-11877	107	17	underutilization	underutilization	NOUN
american_scientific_journal-11877	107	18	or	or	CCONJ
american_scientific_journal-11877	107	19	bottlenecks	bottleneck	NOUN
american_scientific_journal-11877	107	20	during	during	ADP
american_scientific_journal-11877	107	21	demand	demand	NOUN
american_scientific_journal-11877	107	22	spikes	spike	NOUN
american_scientific_journal-11877	107	23	,	,	PUNCT
american_scientific_journal-11877	107	24	cloud	cloud	NOUN
american_scientific_journal-11877	107	25	platforms	platform	NOUN
american_scientific_journal-11877	107	26	provide	provide	VERB
american_scientific_journal-11877	107	27	dynamic	dynamic	ADJ
american_scientific_journal-11877	107	28	resource	resource	NOUN
american_scientific_journal-11877	107	29	scaling	scaling	NOUN
american_scientific_journal-11877	107	30	.	.	PUNCT
american_scientific_journal-11877	108	1	this	this	PRON
american_scientific_journal-11877	108	2	allows	allow	VERB
american_scientific_journal-11877	108	3	organizations	organization	NOUN
american_scientific_journal-11877	108	4	to	to	PART
american_scientific_journal-11877	108	5	adjust	adjust	VERB
american_scientific_journal-11877	108	6	resource	resource	NOUN
american_scientific_journal-11877	108	7	allocation	allocation	NOUN
american_scientific_journal-11877	108	8	in	in	ADP
american_scientific_journal-11877	108	9	real	real	ADJ
american_scientific_journal-11877	108	10	-	-	PUNCT
american_scientific_journal-11877	108	11	time	time	NOUN
american_scientific_journal-11877	108	12	based	base	VERB
american_scientific_journal-11877	108	13	on	on	ADP
american_scientific_journal-11877	108	14	fluctuating	fluctuate	VERB
american_scientific_journal-11877	108	15	demand	demand	NOUN
american_scientific_journal-11877	108	16	,	,	PUNCT
american_scientific_journal-11877	108	17	ensuring	ensure	VERB
american_scientific_journal-11877	108	18	optimal	optimal	ADJ
american_scientific_journal-11877	108	19	performance	performance	NOUN
american_scientific_journal-11877	108	20	and	and	CCONJ
american_scientific_journal-11877	108	21	cost	cost	NOUN
american_scientific_journal-11877	108	22	-	-	PUNCT
american_scientific_journal-11877	108	23	efficiency	efficiency	NOUN
american_scientific_journal-11877	108	24	.	.	PUNCT
american_scientific_journal-11877	109	1	as	as	SCONJ
american_scientific_journal-11877	109	2	depicted	depict	VERB
american_scientific_journal-11877	109	3	in	in	ADP
american_scientific_journal-11877	109	4	figure	figure	NOUN
american_scientific_journal-11877	109	5	2	2	NUM
american_scientific_journal-11877	109	6	,	,	PUNCT
american_scientific_journal-11877	109	7	traditional	traditional	ADJ
american_scientific_journal-11877	109	8	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	109	9	maintains	maintain	VERB
american_scientific_journal-11877	109	10	a	a	DET
american_scientific_journal-11877	109	11	constant	constant	ADJ
american_scientific_journal-11877	109	12	resource	resource	NOUN
american_scientific_journal-11877	109	13	utilization	utilization	NOUN
american_scientific_journal-11877	109	14	level	level	NOUN
american_scientific_journal-11877	109	15	(	(	PUNCT
american_scientific_journal-11877	109	16	red	red	ADJ
american_scientific_journal-11877	109	17	dashed	dash	VERB
american_scientific_journal-11877	109	18	line	line	NOUN
american_scientific_journal-11877	109	19	)	)	PUNCT
american_scientific_journal-11877	109	20	,	,	PUNCT
american_scientific_journal-11877	109	21	which	which	PRON
american_scientific_journal-11877	109	22	can	can	AUX
american_scientific_journal-11877	109	23	lead	lead	VERB
american_scientific_journal-11877	109	24	to	to	ADP
american_scientific_journal-11877	109	25	inefficiencies	inefficiency	NOUN
american_scientific_journal-11877	109	26	during	during	ADP
american_scientific_journal-11877	109	27	low	low	ADJ
american_scientific_journal-11877	109	28	-	-	PUNCT
american_scientific_journal-11877	109	29	demand	demand	NOUN
american_scientific_journal-11877	109	30	periods	period	NOUN
american_scientific_journal-11877	109	31	and	and	CCONJ
american_scientific_journal-11877	109	32	insufficient	insufficient	ADJ
american_scientific_journal-11877	109	33	capacity	capacity	NOUN
american_scientific_journal-11877	109	34	during	during	ADP
american_scientific_journal-11877	109	35	peaks	peak	NOUN
american_scientific_journal-11877	109	36	.	.	PUNCT
american_scientific_journal-11877	110	1	in	in	ADP
american_scientific_journal-11877	110	2	contrast	contrast	NOUN
american_scientific_journal-11877	110	3	,	,	PUNCT
american_scientific_journal-11877	110	4	cloud	cloud	ADJ
american_scientific_journal-11877	110	5	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	110	6	(	(	PUNCT
american_scientific_journal-11877	110	7	green	green	ADJ
american_scientific_journal-11877	110	8	line	line	NOUN
american_scientific_journal-11877	110	9	)	)	PUNCT
american_scientific_journal-11877	110	10	dynamically	dynamically	ADV
american_scientific_journal-11877	110	11	scales	scale	VERB
american_scientific_journal-11877	110	12	resources	resource	NOUN
american_scientific_journal-11877	110	13	up	up	ADP
american_scientific_journal-11877	110	14	or	or	CCONJ
american_scientific_journal-11877	110	15	down	down	ADV
american_scientific_journal-11877	110	16	,	,	PUNCT
american_scientific_journal-11877	110	17	closely	closely	ADV
american_scientific_journal-11877	110	18	matching	match	VERB
american_scientific_journal-11877	110	19	demand	demand	NOUN
american_scientific_journal-11877	110	20	patterns	pattern	NOUN
american_scientific_journal-11877	110	21	.	.	PUNCT
american_scientific_journal-11877	111	1	this	this	DET
american_scientific_journal-11877	111	2	flexibility	flexibility	NOUN
american_scientific_journal-11877	111	3	minimizes	minimize	VERB
american_scientific_journal-11877	111	4	waste	waste	NOUN
american_scientific_journal-11877	111	5	and	and	CCONJ
american_scientific_journal-11877	111	6	ensures	ensure	VERB
american_scientific_journal-11877	111	7	uninterrupted	uninterrupted	ADJ
american_scientific_journal-11877	111	8	performance	performance	NOUN
american_scientific_journal-11877	111	9	during	during	ADP
american_scientific_journal-11877	111	10	critical	critical	ADJ
american_scientific_journal-11877	111	11	periods	period	NOUN
american_scientific_journal-11877	111	12	,	,	PUNCT
american_scientific_journal-11877	111	13	such	such	ADJ
american_scientific_journal-11877	111	14	as	as	ADP
american_scientific_journal-11877	111	15	product	product	NOUN
american_scientific_journal-11877	111	16	launches	launch	NOUN
american_scientific_journal-11877	111	17	or	or	CCONJ
american_scientific_journal-11877	111	18	high	high	ADJ
american_scientific_journal-11877	111	19	-	-	PUNCT
american_scientific_journal-11877	111	20	traffic	traffic	NOUN
american_scientific_journal-11877	111	21	events	event	NOUN
american_scientific_journal-11877	111	22	.	.	PUNCT
american_scientific_journal-11877	112	1	figure	figure	VERB
american_scientific_journal-11877	112	2	2	2	NUM
american_scientific_journal-11877	112	3	:	:	PUNCT
american_scientific_journal-11877	112	4	elasticity	elasticity	NOUN
american_scientific_journal-11877	112	5	and	and	CCONJ
american_scientific_journal-11877	112	6	scalability	scalability	NOUN
american_scientific_journal-11877	112	7	in	in	ADP
american_scientific_journal-11877	112	8	cloud	cloud	ADJ
american_scientific_journal-11877	112	9	environments	environment	NOUN
american_scientific_journal-11877	112	10	the	the	DET
american_scientific_journal-11877	112	11	findings	finding	NOUN
american_scientific_journal-11877	112	12	underscore	underscore	VERB
american_scientific_journal-11877	112	13	the	the	DET
american_scientific_journal-11877	112	14	stark	stark	ADJ
american_scientific_journal-11877	112	15	contrast	contrast	NOUN
american_scientific_journal-11877	112	16	between	between	ADP
american_scientific_journal-11877	112	17	cloud	cloud	NOUN
american_scientific_journal-11877	112	18	-	-	PUNCT
american_scientific_journal-11877	112	19	enabled	enable	VERB
american_scientific_journal-11877	112	20	deployment	deployment	NOUN
american_scientific_journal-11877	112	21	processes	process	NOUN
american_scientific_journal-11877	112	22	and	and	CCONJ
american_scientific_journal-11877	112	23	traditional	traditional	ADJ
american_scientific_journal-11877	112	24	it	it	PRON
american_scientific_journal-11877	112	25	environments	environment	NOUN
american_scientific_journal-11877	112	26	.	.	PUNCT
american_scientific_journal-11877	113	1	traditional	traditional	ADJ
american_scientific_journal-11877	113	2	methods	method	NOUN
american_scientific_journal-11877	113	3	of	of	ADP
american_scientific_journal-11877	113	4	software	software	NOUN
american_scientific_journal-11877	113	5	deployment	deployment	NOUN
american_scientific_journal-11877	113	6	are	be	AUX
american_scientific_journal-11877	113	7	characterized	characterize	VERB
american_scientific_journal-11877	113	8	by	by	ADP
american_scientific_journal-11877	113	9	significant	significant	ADJ
american_scientific_journal-11877	113	10	delays	delay	NOUN
american_scientific_journal-11877	113	11	due	due	ADP
american_scientific_journal-11877	113	12	to	to	ADP
american_scientific_journal-11877	113	13	hardware	hardware	NOUN
american_scientific_journal-11877	113	14	procurement	procurement	NOUN
american_scientific_journal-11877	113	15	,	,	PUNCT
american_scientific_journal-11877	113	16	setup	setup	NOUN
american_scientific_journal-11877	113	17	,	,	PUNCT
american_scientific_journal-11877	113	18	and	and	CCONJ
american_scientific_journal-11877	113	19	configuration	configuration	NOUN
american_scientific_journal-11877	113	20	.	.	PUNCT
american_scientific_journal-11877	114	1	for	for	ADP
american_scientific_journal-11877	114	2	example	example	NOUN
american_scientific_journal-11877	114	3	,	,	PUNCT
american_scientific_journal-11877	114	4	acquiring	acquire	VERB
american_scientific_journal-11877	114	5	and	and	CCONJ
american_scientific_journal-11877	114	6	configuring	configure	VERB
american_scientific_journal-11877	114	7	physical	physical	ADJ
american_scientific_journal-11877	114	8	servers	server	NOUN
american_scientific_journal-11877	114	9	in	in	ADP
american_scientific_journal-11877	114	10	an	an	DET
american_scientific_journal-11877	114	11	on	on	ADP
american_scientific_journal-11877	114	12	-	-	PUNCT
american_scientific_journal-11877	114	13	premises	premise	NOUN
american_scientific_journal-11877	114	14	data	datum	NOUN
american_scientific_journal-11877	114	15	center	center	NOUN
american_scientific_journal-11877	114	16	can	can	AUX
american_scientific_journal-11877	114	17	take	take	VERB
american_scientific_journal-11877	114	18	weeks	week	NOUN
american_scientific_journal-11877	114	19	or	or	CCONJ
american_scientific_journal-11877	114	20	months	month	NOUN
american_scientific_journal-11877	114	21	,	,	PUNCT
american_scientific_journal-11877	114	22	hindering	hinder	VERB
american_scientific_journal-11877	114	23	a	a	DET
american_scientific_journal-11877	114	24	company	company	NOUN
american_scientific_journal-11877	114	25	’s	’s	PART
american_scientific_journal-11877	114	26	ability	ability	NOUN
american_scientific_journal-11877	114	27	to	to	PART
american_scientific_journal-11877	114	28	respond	respond	VERB
american_scientific_journal-11877	114	29	quickly	quickly	ADV
american_scientific_journal-11877	114	30	to	to	ADP
american_scientific_journal-11877	114	31	market	market	NOUN
american_scientific_journal-11877	114	32	demands	demand	NOUN
american_scientific_journal-11877	114	33	.	.	PUNCT
american_scientific_journal-11877	115	1	these	these	DET
american_scientific_journal-11877	115	2	fixed	fix	VERB
american_scientific_journal-11877	115	3	infrastructures	infrastructure	NOUN
american_scientific_journal-11877	115	4	often	often	ADV
american_scientific_journal-11877	115	5	lack	lack	VERB
american_scientific_journal-11877	115	6	the	the	DET
american_scientific_journal-11877	115	7	flexibility	flexibility	NOUN
american_scientific_journal-11877	115	8	to	to	PART
american_scientific_journal-11877	115	9	scale	scale	VERB
american_scientific_journal-11877	115	10	dynamically	dynamically	ADV
american_scientific_journal-11877	115	11	,	,	PUNCT
american_scientific_journal-11877	115	12	resulting	result	VERB
american_scientific_journal-11877	115	13	in	in	ADP
american_scientific_journal-11877	115	14	resource	resource	NOUN
american_scientific_journal-11877	115	15	american	american	ADJ
american_scientific_journal-11877	115	16	academic	academic	ADJ
american_scientific_journal-11877	115	17	scientific	scientific	ADJ
american_scientific_journal-11877	115	18	research	research	NOUN
american_scientific_journal-11877	115	19	journal	journal	NOUN
american_scientific_journal-11877	115	20	for	for	ADP
american_scientific_journal-11877	115	21	engineering	engineering	NOUN
american_scientific_journal-11877	115	22	,	,	PUNCT
american_scientific_journal-11877	115	23	technology	technology	NOUN
american_scientific_journal-11877	115	24	,	,	PUNCT
american_scientific_journal-11877	115	25	and	and	CCONJ
american_scientific_journal-11877	115	26	sciences	science	NOUN
american_scientific_journal-11877	115	27	(	(	PUNCT
american_scientific_journal-11877	115	28	asrjets	asrjet	NOUN
american_scientific_journal-11877	115	29	)	)	PUNCT
american_scientific_journal-11877	115	30	volume	volume	NOUN
american_scientific_journal-11877	115	31	102	102	NUM
american_scientific_journal-11877	115	32	,	,	PUNCT
american_scientific_journal-11877	115	33	no	no	DET
american_scientific_journal-11877	115	34	1	1	NUM
american_scientific_journal-11877	115	35	,	,	PUNCT
american_scientific_journal-11877	115	36	pp	pp	ADV
american_scientific_journal-11877	115	37	371	371	NUM
american_scientific_journal-11877	115	38	-	-	SYM
american_scientific_journal-11877	115	39	381	381	NUM
american_scientific_journal-11877	115	40	378	378	NUM
american_scientific_journal-11877	115	41	underutilization	underutilization	NOUN
american_scientific_journal-11877	115	42	during	during	ADP
american_scientific_journal-11877	115	43	low	low	ADJ
american_scientific_journal-11877	115	44	-	-	PUNCT
american_scientific_journal-11877	115	45	demand	demand	NOUN
american_scientific_journal-11877	115	46	periods	period	NOUN
american_scientific_journal-11877	115	47	and	and	CCONJ
american_scientific_journal-11877	115	48	bottlenecks	bottleneck	NOUN
american_scientific_journal-11877	115	49	during	during	ADP
american_scientific_journal-11877	115	50	peak	peak	NOUN
american_scientific_journal-11877	115	51	usage	usage	NOUN
american_scientific_journal-11877	115	52	.	.	PUNCT
american_scientific_journal-11877	116	1	in	in	ADP
american_scientific_journal-11877	116	2	contrast	contrast	NOUN
american_scientific_journal-11877	116	3	,	,	PUNCT
american_scientific_journal-11877	116	4	cloud	cloud	ADJ
american_scientific_journal-11877	116	5	computing	computing	NOUN
american_scientific_journal-11877	116	6	removes	remove	VERB
american_scientific_journal-11877	116	7	these	these	DET
american_scientific_journal-11877	116	8	limitations	limitation	NOUN
american_scientific_journal-11877	116	9	through	through	ADP
american_scientific_journal-11877	116	10	on	on	ADP
american_scientific_journal-11877	116	11	-	-	PUNCT
american_scientific_journal-11877	116	12	demand	demand	NOUN
american_scientific_journal-11877	116	13	scalability	scalability	NOUN
american_scientific_journal-11877	116	14	and	and	CCONJ
american_scientific_journal-11877	116	15	flexibility	flexibility	NOUN
american_scientific_journal-11877	116	16	.	.	PUNCT
american_scientific_journal-11877	117	1	services	service	NOUN
american_scientific_journal-11877	117	2	like	like	ADP
american_scientific_journal-11877	117	3	aws	aw	NOUN
american_scientific_journal-11877	117	4	lambda	lambda	NOUN
american_scientific_journal-11877	117	5	enable	enable	VERB
american_scientific_journal-11877	117	6	rapid	rapid	ADJ
american_scientific_journal-11877	117	7	provisioning	provisioning	NOUN
american_scientific_journal-11877	117	8	,	,	PUNCT
american_scientific_journal-11877	117	9	with	with	ADP
american_scientific_journal-11877	117	10	netflix	netflix	NOUN
american_scientific_journal-11877	117	11	leveraging	leverage	VERB
american_scientific_journal-11877	117	12	aws	aw	NOUN
american_scientific_journal-11877	117	13	to	to	PART
american_scientific_journal-11877	117	14	scale	scale	VERB
american_scientific_journal-11877	117	15	thousands	thousand	NOUN
american_scientific_journal-11877	117	16	of	of	ADP
american_scientific_journal-11877	117	17	function	function	NOUN
american_scientific_journal-11877	117	18	executions	execution	NOUN
american_scientific_journal-11877	117	19	within	within	ADP
american_scientific_journal-11877	117	20	seconds	second	NOUN
american_scientific_journal-11877	117	21	.	.	PUNCT
american_scientific_journal-11877	118	1	this	this	DET
american_scientific_journal-11877	118	2	efficiency	efficiency	NOUN
american_scientific_journal-11877	118	3	allows	allow	VERB
american_scientific_journal-11877	118	4	companies	company	NOUN
american_scientific_journal-11877	118	5	to	to	PART
american_scientific_journal-11877	118	6	prioritize	prioritize	VERB
american_scientific_journal-11877	118	7	innovation	innovation	NOUN
american_scientific_journal-11877	118	8	and	and	CCONJ
american_scientific_journal-11877	118	9	development	development	NOUN
american_scientific_journal-11877	118	10	rather	rather	ADV
american_scientific_journal-11877	118	11	than	than	ADP
american_scientific_journal-11877	118	12	dealing	deal	VERB
american_scientific_journal-11877	118	13	with	with	ADP
american_scientific_journal-11877	118	14	complex	complex	ADJ
american_scientific_journal-11877	118	15	infrastructure	infrastructure	NOUN
american_scientific_journal-11877	118	16	management	management	NOUN
american_scientific_journal-11877	118	17	[	[	X
american_scientific_journal-11877	118	18	7	7	NUM
american_scientific_journal-11877	118	19	]	]	PUNCT
american_scientific_journal-11877	118	20	.	.	PUNCT
american_scientific_journal-11877	119	1	furthermore	furthermore	ADV
american_scientific_journal-11877	119	2	,	,	PUNCT
american_scientific_journal-11877	119	3	global	global	ADJ
american_scientific_journal-11877	119	4	availability	availability	NOUN
american_scientific_journal-11877	119	5	through	through	ADP
american_scientific_journal-11877	119	6	cloud	cloud	NOUN
american_scientific_journal-11877	119	7	providers	provider	NOUN
american_scientific_journal-11877	119	8	facilitates	facilitate	VERB
american_scientific_journal-11877	119	9	simultaneous	simultaneous	ADJ
american_scientific_journal-11877	119	10	deployments	deployment	NOUN
american_scientific_journal-11877	119	11	across	across	ADP
american_scientific_journal-11877	119	12	multiple	multiple	ADJ
american_scientific_journal-11877	119	13	regions	region	NOUN
american_scientific_journal-11877	119	14	,	,	PUNCT
american_scientific_journal-11877	119	15	a	a	DET
american_scientific_journal-11877	119	16	capability	capability	NOUN
american_scientific_journal-11877	119	17	not	not	PART
american_scientific_journal-11877	119	18	feasible	feasible	ADJ
american_scientific_journal-11877	119	19	with	with	ADP
american_scientific_journal-11877	119	20	traditional	traditional	ADJ
american_scientific_journal-11877	119	21	setups	setup	NOUN
american_scientific_journal-11877	119	22	.	.	PUNCT
american_scientific_journal-11877	120	1	despite	despite	SCONJ
american_scientific_journal-11877	120	2	its	its	PRON
american_scientific_journal-11877	120	3	advantages	advantage	NOUN
american_scientific_journal-11877	120	4	,	,	PUNCT
american_scientific_journal-11877	120	5	cloud	cloud	NOUN
american_scientific_journal-11877	120	6	computing	computing	NOUN
american_scientific_journal-11877	120	7	is	be	AUX
american_scientific_journal-11877	120	8	not	not	PART
american_scientific_journal-11877	120	9	without	without	ADP
american_scientific_journal-11877	120	10	challenges	challenge	NOUN
american_scientific_journal-11877	120	11	.	.	PUNCT
american_scientific_journal-11877	121	1	key	key	ADJ
american_scientific_journal-11877	121	2	issues	issue	NOUN
american_scientific_journal-11877	121	3	include	include	VERB
american_scientific_journal-11877	121	4	:	:	PUNCT
american_scientific_journal-11877	121	5	⎯	⎯	PROPN
american_scientific_journal-11877	121	6	organizations	organization	NOUN
american_scientific_journal-11877	121	7	that	that	PRON
american_scientific_journal-11877	121	8	rely	rely	VERB
american_scientific_journal-11877	121	9	heavily	heavily	ADV
american_scientific_journal-11877	121	10	on	on	ADP
american_scientific_journal-11877	121	11	a	a	DET
american_scientific_journal-11877	121	12	single	single	ADJ
american_scientific_journal-11877	121	13	cloud	cloud	NOUN
american_scientific_journal-11877	121	14	provider	provider	NOUN
american_scientific_journal-11877	121	15	may	may	AUX
american_scientific_journal-11877	121	16	face	face	VERB
american_scientific_journal-11877	121	17	difficulties	difficulty	NOUN
american_scientific_journal-11877	121	18	migrating	migrate	VERB
american_scientific_journal-11877	121	19	to	to	ADP
american_scientific_journal-11877	121	20	other	other	ADJ
american_scientific_journal-11877	121	21	platforms	platform	NOUN
american_scientific_journal-11877	121	22	due	due	ADP
american_scientific_journal-11877	121	23	to	to	ADP
american_scientific_journal-11877	121	24	proprietary	proprietary	ADJ
american_scientific_journal-11877	121	25	technologies	technology	NOUN
american_scientific_journal-11877	121	26	or	or	CCONJ
american_scientific_journal-11877	121	27	data	datum	NOUN
american_scientific_journal-11877	121	28	incompatibility	incompatibility	NOUN
american_scientific_journal-11877	121	29	.	.	PUNCT
american_scientific_journal-11877	122	1	this	this	PRON
american_scientific_journal-11877	122	2	can	can	AUX
american_scientific_journal-11877	122	3	limit	limit	VERB
american_scientific_journal-11877	122	4	flexibility	flexibility	NOUN
american_scientific_journal-11877	122	5	and	and	CCONJ
american_scientific_journal-11877	122	6	increase	increase	VERB
american_scientific_journal-11877	122	7	long	long	ADJ
american_scientific_journal-11877	122	8	-	-	PUNCT
american_scientific_journal-11877	122	9	term	term	NOUN
american_scientific_journal-11877	122	10	dependency	dependency	NOUN
american_scientific_journal-11877	122	11	[	[	X
american_scientific_journal-11877	122	12	17	17	NUM
american_scientific_journal-11877	122	13	]	]	PUNCT
american_scientific_journal-11877	122	14	.	.	PUNCT
american_scientific_journal-11877	123	1	⎯	⎯	PROPN
american_scientific_journal-11877	123	2	adhering	adhere	VERB
american_scientific_journal-11877	123	3	to	to	ADP
american_scientific_journal-11877	123	4	data	datum	NOUN
american_scientific_journal-11877	123	5	privacy	privacy	NOUN
american_scientific_journal-11877	123	6	and	and	CCONJ
american_scientific_journal-11877	123	7	security	security	NOUN
american_scientific_journal-11877	123	8	regulations	regulation	NOUN
american_scientific_journal-11877	123	9	across	across	ADP
american_scientific_journal-11877	123	10	different	different	ADJ
american_scientific_journal-11877	123	11	jurisdictions	jurisdiction	NOUN
american_scientific_journal-11877	123	12	can	can	AUX
american_scientific_journal-11877	123	13	be	be	AUX
american_scientific_journal-11877	123	14	complex	complex	ADJ
american_scientific_journal-11877	123	15	in	in	ADP
american_scientific_journal-11877	123	16	a	a	DET
american_scientific_journal-11877	123	17	cloud	cloud	ADJ
american_scientific_journal-11877	123	18	environment	environment	NOUN
american_scientific_journal-11877	123	19	,	,	PUNCT
american_scientific_journal-11877	123	20	particularly	particularly	ADV
american_scientific_journal-11877	123	21	for	for	ADP
american_scientific_journal-11877	123	22	global	global	ADJ
american_scientific_journal-11877	123	23	deployments	deployment	NOUN
american_scientific_journal-11877	123	24	.	.	PUNCT
american_scientific_journal-11877	124	1	mismanagement	mismanagement	NOUN
american_scientific_journal-11877	124	2	of	of	ADP
american_scientific_journal-11877	124	3	compliance	compliance	NOUN
american_scientific_journal-11877	124	4	requirements	requirement	NOUN
american_scientific_journal-11877	124	5	may	may	AUX
american_scientific_journal-11877	124	6	lead	lead	VERB
american_scientific_journal-11877	124	7	to	to	ADP
american_scientific_journal-11877	124	8	legal	legal	ADJ
american_scientific_journal-11877	124	9	and	and	CCONJ
american_scientific_journal-11877	124	10	financial	financial	ADJ
american_scientific_journal-11877	124	11	repercussions	repercussion	NOUN
american_scientific_journal-11877	124	12	.	.	PUNCT
american_scientific_journal-11877	125	1	⎯	⎯	PROPN
american_scientific_journal-11877	125	2	the	the	DET
american_scientific_journal-11877	125	3	rapid	rapid	ADJ
american_scientific_journal-11877	125	4	pace	pace	NOUN
american_scientific_journal-11877	125	5	of	of	ADP
american_scientific_journal-11877	125	6	cloud	cloud	ADJ
american_scientific_journal-11877	125	7	adoption	adoption	NOUN
american_scientific_journal-11877	125	8	and	and	CCONJ
american_scientific_journal-11877	125	9	deployment	deployment	NOUN
american_scientific_journal-11877	125	10	can	can	AUX
american_scientific_journal-11877	125	11	result	result	VERB
american_scientific_journal-11877	125	12	in	in	ADP
american_scientific_journal-11877	125	13	accumulated	accumulate	VERB
american_scientific_journal-11877	125	14	technical	technical	ADJ
american_scientific_journal-11877	125	15	debt	debt	NOUN
american_scientific_journal-11877	125	16	,	,	PUNCT
american_scientific_journal-11877	125	17	such	such	ADJ
american_scientific_journal-11877	125	18	as	as	ADP
american_scientific_journal-11877	125	19	poorly	poorly	ADV
american_scientific_journal-11877	125	20	documented	document	VERB
american_scientific_journal-11877	125	21	code	code	NOUN
american_scientific_journal-11877	125	22	or	or	CCONJ
american_scientific_journal-11877	125	23	configurations	configuration	NOUN
american_scientific_journal-11877	125	24	,	,	PUNCT
american_scientific_journal-11877	125	25	which	which	PRON
american_scientific_journal-11877	125	26	may	may	AUX
american_scientific_journal-11877	125	27	hinder	hinder	VERB
american_scientific_journal-11877	125	28	future	future	ADJ
american_scientific_journal-11877	125	29	scalability	scalability	NOUN
american_scientific_journal-11877	125	30	and	and	CCONJ
american_scientific_journal-11877	125	31	maintenance	maintenance	NOUN
american_scientific_journal-11877	125	32	.	.	PUNCT
american_scientific_journal-11877	126	1	addressing	address	VERB
american_scientific_journal-11877	126	2	these	these	DET
american_scientific_journal-11877	126	3	challenges	challenge	NOUN
american_scientific_journal-11877	126	4	requires	require	VERB
american_scientific_journal-11877	126	5	a	a	DET
american_scientific_journal-11877	126	6	strategic	strategic	ADJ
american_scientific_journal-11877	126	7	approach	approach	NOUN
american_scientific_journal-11877	126	8	to	to	ADP
american_scientific_journal-11877	126	9	cloud	cloud	ADJ
american_scientific_journal-11877	126	10	adoption	adoption	NOUN
american_scientific_journal-11877	126	11	.	.	PUNCT
american_scientific_journal-11877	127	1	businesses	business	NOUN
american_scientific_journal-11877	127	2	must	must	AUX
american_scientific_journal-11877	127	3	implement	implement	VERB
american_scientific_journal-11877	127	4	robust	robust	ADJ
american_scientific_journal-11877	127	5	governance	governance	NOUN
american_scientific_journal-11877	127	6	frameworks	framework	NOUN
american_scientific_journal-11877	127	7	,	,	PUNCT
american_scientific_journal-11877	127	8	prioritize	prioritize	VERB
american_scientific_journal-11877	127	9	platform	platform	NOUN
american_scientific_journal-11877	127	10	-	-	PUNCT
american_scientific_journal-11877	127	11	agnostic	agnostic	ADJ
american_scientific_journal-11877	127	12	architectures	architecture	NOUN
american_scientific_journal-11877	127	13	,	,	PUNCT
american_scientific_journal-11877	127	14	and	and	CCONJ
american_scientific_journal-11877	127	15	regularly	regularly	ADV
american_scientific_journal-11877	127	16	audit	audit	VERB
american_scientific_journal-11877	127	17	compliance	compliance	NOUN
american_scientific_journal-11877	127	18	measures	measure	NOUN
american_scientific_journal-11877	127	19	.	.	PUNCT
american_scientific_journal-11877	128	1	to	to	PART
american_scientific_journal-11877	128	2	leverage	leverage	VERB
american_scientific_journal-11877	128	3	cloud	cloud	NOUN
american_scientific_journal-11877	128	4	computing	computing	NOUN
american_scientific_journal-11877	128	5	for	for	ADP
american_scientific_journal-11877	128	6	enhanced	enhanced	ADJ
american_scientific_journal-11877	128	7	deployment	deployment	NOUN
american_scientific_journal-11877	128	8	efficiency	efficiency	NOUN
american_scientific_journal-11877	128	9	,	,	PUNCT
american_scientific_journal-11877	128	10	businesses	business	NOUN
american_scientific_journal-11877	128	11	should	should	AUX
american_scientific_journal-11877	128	12	consider	consider	VERB
american_scientific_journal-11877	128	13	the	the	DET
american_scientific_journal-11877	128	14	following	follow	VERB
american_scientific_journal-11877	128	15	actionable	actionable	ADJ
american_scientific_journal-11877	128	16	insights	insight	NOUN
american_scientific_journal-11877	128	17	:	:	PUNCT
american_scientific_journal-11877	128	18	⎯	⎯	PROPN
american_scientific_journal-11877	128	19	integrate	integrate	VERB
american_scientific_journal-11877	128	20	automation	automation	NOUN
american_scientific_journal-11877	128	21	tools	tool	NOUN
american_scientific_journal-11877	128	22	and	and	CCONJ
american_scientific_journal-11877	128	23	ci	ci	NOUN
american_scientific_journal-11877	128	24	/	/	SYM
american_scientific_journal-11877	128	25	cd	cd	NOUN
american_scientific_journal-11877	128	26	pipelines	pipeline	NOUN
american_scientific_journal-11877	128	27	to	to	PART
american_scientific_journal-11877	128	28	streamline	streamline	VERB
american_scientific_journal-11877	128	29	workflows	workflow	NOUN
american_scientific_journal-11877	128	30	and	and	CCONJ
american_scientific_journal-11877	128	31	reduce	reduce	VERB
american_scientific_journal-11877	128	32	manual	manual	ADJ
american_scientific_journal-11877	128	33	intervention	intervention	NOUN
american_scientific_journal-11877	128	34	.	.	PUNCT
american_scientific_journal-11877	129	1	these	these	DET
american_scientific_journal-11877	129	2	practices	practice	NOUN
american_scientific_journal-11877	129	3	not	not	PART
american_scientific_journal-11877	129	4	only	only	ADV
american_scientific_journal-11877	129	5	accelerate	accelerate	VERB
american_scientific_journal-11877	129	6	deployment	deployment	NOUN
american_scientific_journal-11877	129	7	but	but	CCONJ
american_scientific_journal-11877	129	8	also	also	ADV
american_scientific_journal-11877	129	9	improve	improve	VERB
american_scientific_journal-11877	129	10	system	system	NOUN
american_scientific_journal-11877	129	11	reliability	reliability	NOUN
american_scientific_journal-11877	129	12	[	[	X
american_scientific_journal-11877	129	13	18	18	NUM
american_scientific_journal-11877	129	14	]	]	PUNCT
american_scientific_journal-11877	129	15	.	.	PUNCT
american_scientific_journal-11877	130	1	⎯	⎯	PROPN
american_scientific_journal-11877	130	2	distribute	distribute	VERB
american_scientific_journal-11877	130	3	workloads	workload	NOUN
american_scientific_journal-11877	130	4	across	across	ADP
american_scientific_journal-11877	130	5	cloud	cloud	NOUN
american_scientific_journal-11877	130	6	providers	provider	NOUN
american_scientific_journal-11877	130	7	to	to	PART
american_scientific_journal-11877	130	8	mitigate	mitigate	VERB
american_scientific_journal-11877	130	9	vendor	vendor	NOUN
american_scientific_journal-11877	130	10	lock	lock	NOUN
american_scientific_journal-11877	130	11	-	-	PUNCT
american_scientific_journal-11877	130	12	in	in	ADP
american_scientific_journal-11877	130	13	risks	risk	NOUN
american_scientific_journal-11877	130	14	and	and	CCONJ
american_scientific_journal-11877	130	15	enhance	enhance	VERB
american_scientific_journal-11877	130	16	operational	operational	ADJ
american_scientific_journal-11877	130	17	flexibility	flexibility	NOUN
american_scientific_journal-11877	130	18	.	.	PUNCT
american_scientific_journal-11877	131	1	⎯	⎯	PROPN
american_scientific_journal-11877	131	2	develop	develop	VERB
american_scientific_journal-11877	131	3	a	a	DET
american_scientific_journal-11877	131	4	clear	clear	ADJ
american_scientific_journal-11877	131	5	compliance	compliance	NOUN
american_scientific_journal-11877	131	6	strategy	strategy	NOUN
american_scientific_journal-11877	131	7	tailored	tailor	VERB
american_scientific_journal-11877	131	8	to	to	ADP
american_scientific_journal-11877	131	9	the	the	DET
american_scientific_journal-11877	131	10	jurisdictions	jurisdiction	NOUN
american_scientific_journal-11877	131	11	where	where	SCONJ
american_scientific_journal-11877	131	12	the	the	DET
american_scientific_journal-11877	131	13	business	business	NOUN
american_scientific_journal-11877	131	14	operates	operate	VERB
american_scientific_journal-11877	131	15	.	.	PUNCT
american_scientific_journal-11877	132	1	leverage	leverage	NOUN
american_scientific_journal-11877	132	2	cloud	cloud	NOUN
american_scientific_journal-11877	132	3	provider	provider	NOUN
american_scientific_journal-11877	132	4	tools	tool	NOUN
american_scientific_journal-11877	132	5	that	that	PRON
american_scientific_journal-11877	132	6	support	support	VERB
american_scientific_journal-11877	132	7	data	datum	NOUN
american_scientific_journal-11877	132	8	security	security	NOUN
american_scientific_journal-11877	132	9	and	and	CCONJ
american_scientific_journal-11877	132	10	governance	governance	NOUN
american_scientific_journal-11877	132	11	.	.	PUNCT
american_scientific_journal-11877	133	1	⎯	⎯	PROPN
american_scientific_journal-11877	133	2	equip	equip	NOUN
american_scientific_journal-11877	133	3	teams	team	NOUN
american_scientific_journal-11877	133	4	with	with	ADP
american_scientific_journal-11877	133	5	the	the	DET
american_scientific_journal-11877	133	6	knowledge	knowledge	NOUN
american_scientific_journal-11877	133	7	and	and	CCONJ
american_scientific_journal-11877	133	8	skills	skill	NOUN
american_scientific_journal-11877	133	9	needed	need	VERB
american_scientific_journal-11877	133	10	to	to	PART
american_scientific_journal-11877	133	11	manage	manage	VERB
american_scientific_journal-11877	133	12	cloud	cloud	ADJ
american_scientific_journal-11877	133	13	environments	environment	NOUN
american_scientific_journal-11877	133	14	effectively	effectively	ADV
american_scientific_journal-11877	133	15	,	,	PUNCT
american_scientific_journal-11877	133	16	ensuring	ensure	VERB
american_scientific_journal-11877	133	17	smooth	smooth	ADJ
american_scientific_journal-11877	133	18	transitions	transition	NOUN
american_scientific_journal-11877	133	19	and	and	CCONJ
american_scientific_journal-11877	133	20	minimizing	minimize	VERB
american_scientific_journal-11877	133	21	technical	technical	ADJ
american_scientific_journal-11877	133	22	debt	debt	NOUN
american_scientific_journal-11877	133	23	.	.	PUNCT
american_scientific_journal-11877	134	1	⎯	⎯	PROPN
american_scientific_journal-11877	134	2	design	design	NOUN
american_scientific_journal-11877	134	3	applications	application	NOUN
american_scientific_journal-11877	134	4	with	with	ADP
american_scientific_journal-11877	134	5	scalability	scalability	NOUN
american_scientific_journal-11877	134	6	in	in	ADP
american_scientific_journal-11877	134	7	mind	mind	NOUN
american_scientific_journal-11877	134	8	to	to	PART
american_scientific_journal-11877	134	9	fully	fully	ADV
american_scientific_journal-11877	134	10	utilize	utilize	VERB
american_scientific_journal-11877	134	11	the	the	DET
american_scientific_journal-11877	134	12	dynamic	dynamic	ADJ
american_scientific_journal-11877	134	13	resource	resource	NOUN
american_scientific_journal-11877	134	14	allocation	allocation	NOUN
american_scientific_journal-11877	134	15	capabilities	capability	NOUN
american_scientific_journal-11877	134	16	of	of	ADP
american_scientific_journal-11877	134	17	the	the	DET
american_scientific_journal-11877	134	18	cloud	cloud	NOUN
american_scientific_journal-11877	134	19	.	.	PUNCT
american_scientific_journal-11877	135	1	by	by	ADP
american_scientific_journal-11877	135	2	adopting	adopt	VERB
american_scientific_journal-11877	135	3	these	these	DET
american_scientific_journal-11877	135	4	strategies	strategy	NOUN
american_scientific_journal-11877	135	5	,	,	PUNCT
american_scientific_journal-11877	135	6	businesses	business	NOUN
american_scientific_journal-11877	135	7	can	can	AUX
american_scientific_journal-11877	135	8	maximize	maximize	VERB
american_scientific_journal-11877	135	9	the	the	DET
american_scientific_journal-11877	135	10	benefits	benefit	NOUN
american_scientific_journal-11877	135	11	of	of	ADP
american_scientific_journal-11877	135	12	cloud	cloud	NOUN
american_scientific_journal-11877	135	13	computing	computing	NOUN
american_scientific_journal-11877	135	14	,	,	PUNCT
american_scientific_journal-11877	135	15	reduce	reduce	VERB
american_scientific_journal-11877	135	16	deployment	deployment	ADJ
american_scientific_journal-11877	135	17	american	american	PROPN
american_scientific_journal-11877	135	18	academic	academic	PROPN
american_scientific_journal-11877	135	19	scientific	scientific	ADJ
american_scientific_journal-11877	135	20	research	research	NOUN
american_scientific_journal-11877	135	21	journal	journal	NOUN
american_scientific_journal-11877	135	22	for	for	ADP
american_scientific_journal-11877	135	23	engineering	engineering	NOUN
american_scientific_journal-11877	135	24	,	,	PUNCT
american_scientific_journal-11877	135	25	technology	technology	NOUN
american_scientific_journal-11877	135	26	,	,	PUNCT
american_scientific_journal-11877	135	27	and	and	CCONJ
american_scientific_journal-11877	135	28	sciences	science	NOUN
american_scientific_journal-11877	135	29	(	(	PUNCT
american_scientific_journal-11877	135	30	asrjets	asrjet	NOUN
american_scientific_journal-11877	135	31	)	)	PUNCT
american_scientific_journal-11877	135	32	volume	volume	NOUN
american_scientific_journal-11877	135	33	102	102	NUM
american_scientific_journal-11877	135	34	,	,	PUNCT
american_scientific_journal-11877	135	35	no	no	DET
american_scientific_journal-11877	135	36	1	1	NUM
american_scientific_journal-11877	135	37	,	,	PUNCT
american_scientific_journal-11877	135	38	pp	pp	ADV
american_scientific_journal-11877	135	39	371	371	NUM
american_scientific_journal-11877	135	40	-	-	SYM
american_scientific_journal-11877	135	41	381	381	NUM
american_scientific_journal-11877	135	42	379	379	NUM
american_scientific_journal-11877	135	43	times	time	NOUN
american_scientific_journal-11877	135	44	,	,	PUNCT
american_scientific_journal-11877	135	45	and	and	CCONJ
american_scientific_journal-11877	135	46	achieve	achieve	VERB
american_scientific_journal-11877	135	47	a	a	DET
american_scientific_journal-11877	135	48	competitive	competitive	ADJ
american_scientific_journal-11877	135	49	advantage	advantage	NOUN
american_scientific_journal-11877	135	50	in	in	ADP
american_scientific_journal-11877	135	51	the	the	DET
american_scientific_journal-11877	135	52	software	software	NOUN
american_scientific_journal-11877	135	53	market	market	NOUN
american_scientific_journal-11877	135	54	.	.	PUNCT
american_scientific_journal-11877	136	1	5	5	X
american_scientific_journal-11877	136	2	.	.	X
american_scientific_journal-11877	136	3	conclusions	conclusion	NOUN
american_scientific_journal-11877	136	4	this	this	DET
american_scientific_journal-11877	136	5	study	study	NOUN
american_scientific_journal-11877	136	6	highlights	highlight	VERB
american_scientific_journal-11877	136	7	the	the	DET
american_scientific_journal-11877	136	8	transformative	transformative	ADJ
american_scientific_journal-11877	136	9	role	role	NOUN
american_scientific_journal-11877	136	10	of	of	ADP
american_scientific_journal-11877	136	11	cloud	cloud	NOUN
american_scientific_journal-11877	136	12	computing	computing	NOUN
american_scientific_journal-11877	136	13	in	in	ADP
american_scientific_journal-11877	136	14	accelerating	accelerate	VERB
american_scientific_journal-11877	136	15	software	software	NOUN
american_scientific_journal-11877	136	16	deployment	deployment	NOUN
american_scientific_journal-11877	136	17	and	and	CCONJ
american_scientific_journal-11877	136	18	reducing	reduce	VERB
american_scientific_journal-11877	136	19	time	time	NOUN
american_scientific_journal-11877	136	20	-	-	PUNCT
american_scientific_journal-11877	136	21	to	to	ADP
american_scientific_journal-11877	136	22	-	-	PUNCT
american_scientific_journal-11877	136	23	market	market	NOUN
american_scientific_journal-11877	136	24	.	.	PUNCT
american_scientific_journal-11877	137	1	by	by	ADP
american_scientific_journal-11877	137	2	enabling	enable	VERB
american_scientific_journal-11877	137	3	rapid	rapid	ADJ
american_scientific_journal-11877	137	4	provisioning	provisioning	NOUN
american_scientific_journal-11877	137	5	,	,	PUNCT
american_scientific_journal-11877	137	6	automating	automate	VERB
american_scientific_journal-11877	137	7	workflows	workflow	NOUN
american_scientific_journal-11877	137	8	,	,	PUNCT
american_scientific_journal-11877	137	9	and	and	CCONJ
american_scientific_journal-11877	137	10	offering	offer	VERB
american_scientific_journal-11877	137	11	scalability	scalability	NOUN
american_scientific_journal-11877	137	12	and	and	CCONJ
american_scientific_journal-11877	137	13	global	global	ADJ
american_scientific_journal-11877	137	14	availability	availability	NOUN
american_scientific_journal-11877	137	15	,	,	PUNCT
american_scientific_journal-11877	137	16	cloud	cloud	NOUN
american_scientific_journal-11877	137	17	platforms	platform	NOUN
american_scientific_journal-11877	137	18	address	address	VERB
american_scientific_journal-11877	137	19	many	many	ADJ
american_scientific_journal-11877	137	20	limitations	limitation	NOUN
american_scientific_journal-11877	137	21	inherent	inherent	ADJ
american_scientific_journal-11877	137	22	in	in	ADP
american_scientific_journal-11877	137	23	traditional	traditional	ADJ
american_scientific_journal-11877	137	24	it	it	PRON
american_scientific_journal-11877	137	25	infrastructures	infrastructure	NOUN
american_scientific_journal-11877	137	26	.	.	PUNCT
american_scientific_journal-11877	138	1	the	the	DET
american_scientific_journal-11877	138	2	findings	finding	NOUN
american_scientific_journal-11877	138	3	illustrate	illustrate	VERB
american_scientific_journal-11877	138	4	that	that	SCONJ
american_scientific_journal-11877	138	5	organizations	organization	NOUN
american_scientific_journal-11877	138	6	adopting	adopt	VERB
american_scientific_journal-11877	138	7	cloud	cloud	NOUN
american_scientific_journal-11877	138	8	technologies	technology	NOUN
american_scientific_journal-11877	138	9	experience	experience	VERB
american_scientific_journal-11877	138	10	significant	significant	ADJ
american_scientific_journal-11877	138	11	improvements	improvement	NOUN
american_scientific_journal-11877	138	12	in	in	ADP
american_scientific_journal-11877	138	13	deployment	deployment	NOUN
american_scientific_journal-11877	138	14	cycles	cycle	NOUN
american_scientific_journal-11877	138	15	,	,	PUNCT
american_scientific_journal-11877	138	16	operational	operational	ADJ
american_scientific_journal-11877	138	17	efficiency	efficiency	NOUN
american_scientific_journal-11877	138	18	,	,	PUNCT
american_scientific_journal-11877	138	19	and	and	CCONJ
american_scientific_journal-11877	138	20	overall	overall	ADJ
american_scientific_journal-11877	138	21	competitiveness	competitiveness	NOUN
american_scientific_journal-11877	138	22	.	.	PUNCT
american_scientific_journal-11877	139	1	key	key	ADJ
american_scientific_journal-11877	139	2	takeaways	takeaway	NOUN
american_scientific_journal-11877	139	3	from	from	ADP
american_scientific_journal-11877	139	4	the	the	DET
american_scientific_journal-11877	139	5	analysis	analysis	NOUN
american_scientific_journal-11877	139	6	include	include	VERB
american_scientific_journal-11877	139	7	:	:	PUNCT
american_scientific_journal-11877	139	8	⎯	⎯	PROPN
american_scientific_journal-11877	139	9	cloud	cloud	NOUN
american_scientific_journal-11877	139	10	computing	computing	NOUN
american_scientific_journal-11877	139	11	dramatically	dramatically	ADV
american_scientific_journal-11877	139	12	reduces	reduce	VERB
american_scientific_journal-11877	139	13	the	the	DET
american_scientific_journal-11877	139	14	time	time	NOUN
american_scientific_journal-11877	139	15	required	require	VERB
american_scientific_journal-11877	139	16	to	to	ADP
american_scientific_journal-11877	139	17	provision	provision	NOUN
american_scientific_journal-11877	139	18	resources	resource	NOUN
american_scientific_journal-11877	139	19	,	,	PUNCT
american_scientific_journal-11877	139	20	shifting	shift	VERB
american_scientific_journal-11877	139	21	from	from	ADP
american_scientific_journal-11877	139	22	weeks	week	NOUN
american_scientific_journal-11877	139	23	or	or	CCONJ
american_scientific_journal-11877	139	24	months	month	NOUN
american_scientific_journal-11877	139	25	in	in	ADP
american_scientific_journal-11877	139	26	traditional	traditional	ADJ
american_scientific_journal-11877	139	27	environments	environment	NOUN
american_scientific_journal-11877	139	28	to	to	ADP
american_scientific_journal-11877	139	29	mere	mere	ADJ
american_scientific_journal-11877	139	30	seconds	second	NOUN
american_scientific_journal-11877	139	31	or	or	CCONJ
american_scientific_journal-11877	139	32	minutes	minute	NOUN
american_scientific_journal-11877	139	33	in	in	ADP
american_scientific_journal-11877	139	34	cloud	cloud	NOUN
american_scientific_journal-11877	139	35	settings	setting	NOUN
american_scientific_journal-11877	139	36	.	.	PUNCT
american_scientific_journal-11877	140	1	this	this	DET
american_scientific_journal-11877	140	2	agility	agility	NOUN
american_scientific_journal-11877	140	3	allows	allow	VERB
american_scientific_journal-11877	140	4	businesses	business	NOUN
american_scientific_journal-11877	140	5	to	to	PART
american_scientific_journal-11877	140	6	respond	respond	VERB
american_scientific_journal-11877	140	7	swiftly	swiftly	ADV
american_scientific_journal-11877	140	8	to	to	ADP
american_scientific_journal-11877	140	9	market	market	NOUN
american_scientific_journal-11877	140	10	demands	demand	NOUN
american_scientific_journal-11877	140	11	and	and	CCONJ
american_scientific_journal-11877	140	12	accelerate	accelerate	VERB
american_scientific_journal-11877	140	13	their	their	PRON
american_scientific_journal-11877	140	14	go	go	VERB
american_scientific_journal-11877	140	15	-	-	PUNCT
american_scientific_journal-11877	140	16	to	to	ADP
american_scientific_journal-11877	140	17	-	-	PUNCT
american_scientific_journal-11877	140	18	market	market	NOUN
american_scientific_journal-11877	140	19	strategies	strategy	NOUN
american_scientific_journal-11877	140	20	.	.	PUNCT
american_scientific_journal-11877	141	1	⎯	⎯	PROPN
american_scientific_journal-11877	141	2	the	the	DET
american_scientific_journal-11877	141	3	integration	integration	NOUN
american_scientific_journal-11877	141	4	of	of	ADP
american_scientific_journal-11877	141	5	devops	devop	NOUN
american_scientific_journal-11877	141	6	practices	practice	NOUN
american_scientific_journal-11877	141	7	,	,	PUNCT
american_scientific_journal-11877	141	8	ci	ci	NOUN
american_scientific_journal-11877	141	9	/	/	SYM
american_scientific_journal-11877	141	10	cd	cd	NOUN
american_scientific_journal-11877	141	11	pipelines	pipeline	NOUN
american_scientific_journal-11877	141	12	,	,	PUNCT
american_scientific_journal-11877	141	13	and	and	CCONJ
american_scientific_journal-11877	141	14	automation	automation	NOUN
american_scientific_journal-11877	141	15	in	in	ADP
american_scientific_journal-11877	141	16	cloud	cloud	ADJ
american_scientific_journal-11877	141	17	environments	environment	NOUN
american_scientific_journal-11877	141	18	facilitates	facilitate	VERB
american_scientific_journal-11877	141	19	frequent	frequent	ADJ
american_scientific_journal-11877	141	20	and	and	CCONJ
american_scientific_journal-11877	141	21	reliable	reliable	ADJ
american_scientific_journal-11877	141	22	deployments	deployment	NOUN
american_scientific_journal-11877	141	23	.	.	PUNCT
american_scientific_journal-11877	142	1	these	these	DET
american_scientific_journal-11877	142	2	tools	tool	NOUN
american_scientific_journal-11877	142	3	empower	empower	VERB
american_scientific_journal-11877	142	4	development	development	NOUN
american_scientific_journal-11877	142	5	teams	team	NOUN
american_scientific_journal-11877	142	6	to	to	PART
american_scientific_journal-11877	142	7	deliver	deliver	VERB
american_scientific_journal-11877	142	8	updates	update	NOUN
american_scientific_journal-11877	142	9	and	and	CCONJ
american_scientific_journal-11877	142	10	innovations	innovation	NOUN
american_scientific_journal-11877	142	11	faster	fast	ADV
american_scientific_journal-11877	142	12	while	while	SCONJ
american_scientific_journal-11877	142	13	maintaining	maintain	VERB
american_scientific_journal-11877	142	14	high	high	ADJ
american_scientific_journal-11877	142	15	standards	standard	NOUN
american_scientific_journal-11877	142	16	of	of	ADP
american_scientific_journal-11877	142	17	quality	quality	NOUN
american_scientific_journal-11877	142	18	.	.	PUNCT
american_scientific_journal-11877	143	1	⎯	⎯	PROPN
american_scientific_journal-11877	143	2	the	the	DET
american_scientific_journal-11877	143	3	elasticity	elasticity	NOUN
american_scientific_journal-11877	143	4	of	of	ADP
american_scientific_journal-11877	143	5	cloud	cloud	NOUN
american_scientific_journal-11877	143	6	resources	resource	NOUN
american_scientific_journal-11877	143	7	ensures	ensure	VERB
american_scientific_journal-11877	143	8	that	that	SCONJ
american_scientific_journal-11877	143	9	organizations	organization	NOUN
american_scientific_journal-11877	143	10	can	can	AUX
american_scientific_journal-11877	143	11	dynamically	dynamically	ADV
american_scientific_journal-11877	143	12	scale	scale	VERB
american_scientific_journal-11877	143	13	workloads	workload	NOUN
american_scientific_journal-11877	143	14	to	to	PART
american_scientific_journal-11877	143	15	meet	meet	VERB
american_scientific_journal-11877	143	16	demand	demand	NOUN
american_scientific_journal-11877	143	17	,	,	PUNCT
american_scientific_journal-11877	143	18	minimizing	minimize	VERB
american_scientific_journal-11877	143	19	both	both	CCONJ
american_scientific_journal-11877	143	20	underutilization	underutilization	NOUN
american_scientific_journal-11877	143	21	and	and	CCONJ
american_scientific_journal-11877	143	22	overprovisioning	overprovisioning	NOUN
american_scientific_journal-11877	143	23	.	.	PUNCT
american_scientific_journal-11877	144	1	this	this	DET
american_scientific_journal-11877	144	2	capability	capability	NOUN
american_scientific_journal-11877	144	3	supports	support	VERB
american_scientific_journal-11877	144	4	growth	growth	NOUN
american_scientific_journal-11877	144	5	and	and	CCONJ
american_scientific_journal-11877	144	6	enhances	enhance	VERB
american_scientific_journal-11877	144	7	customer	customer	NOUN
american_scientific_journal-11877	144	8	satisfaction	satisfaction	NOUN
american_scientific_journal-11877	144	9	,	,	PUNCT
american_scientific_journal-11877	144	10	particularly	particularly	ADV
american_scientific_journal-11877	144	11	during	during	ADP
american_scientific_journal-11877	144	12	global	global	ADJ
american_scientific_journal-11877	144	13	deployments	deployment	NOUN
american_scientific_journal-11877	144	14	.	.	PUNCT
american_scientific_journal-11877	145	1	despite	despite	SCONJ
american_scientific_journal-11877	145	2	its	its	PRON
american_scientific_journal-11877	145	3	many	many	ADJ
american_scientific_journal-11877	145	4	advantages	advantage	NOUN
american_scientific_journal-11877	145	5	,	,	PUNCT
american_scientific_journal-11877	145	6	cloud	cloud	NOUN
american_scientific_journal-11877	145	7	computing	computing	NOUN
american_scientific_journal-11877	145	8	is	be	AUX
american_scientific_journal-11877	145	9	not	not	PART
american_scientific_journal-11877	145	10	without	without	ADP
american_scientific_journal-11877	145	11	challenges	challenge	NOUN
american_scientific_journal-11877	145	12	.	.	PUNCT
american_scientific_journal-11877	146	1	issues	issue	NOUN
american_scientific_journal-11877	146	2	such	such	ADJ
american_scientific_journal-11877	146	3	as	as	ADP
american_scientific_journal-11877	146	4	vendor	vendor	NOUN
american_scientific_journal-11877	146	5	lock	lock	NOUN
american_scientific_journal-11877	146	6	-	-	PUNCT
american_scientific_journal-11877	146	7	in	in	ADP
american_scientific_journal-11877	146	8	,	,	PUNCT
american_scientific_journal-11877	146	9	compliance	compliance	NOUN
american_scientific_journal-11877	146	10	complexities	complexity	NOUN
american_scientific_journal-11877	146	11	,	,	PUNCT
american_scientific_journal-11877	146	12	and	and	CCONJ
american_scientific_journal-11877	146	13	technical	technical	ADJ
american_scientific_journal-11877	146	14	debt	debt	NOUN
american_scientific_journal-11877	146	15	require	require	VERB
american_scientific_journal-11877	146	16	strategic	strategic	ADJ
american_scientific_journal-11877	146	17	planning	planning	NOUN
american_scientific_journal-11877	146	18	and	and	CCONJ
american_scientific_journal-11877	146	19	governance	governance	NOUN
american_scientific_journal-11877	146	20	.	.	PUNCT
american_scientific_journal-11877	147	1	while	while	SCONJ
american_scientific_journal-11877	147	2	some	some	DET
american_scientific_journal-11877	147	3	businesses	business	NOUN
american_scientific_journal-11877	147	4	adopt	adopt	VERB
american_scientific_journal-11877	147	5	a	a	DET
american_scientific_journal-11877	147	6	multi	multi	ADJ
american_scientific_journal-11877	147	7	-	-	ADJ
american_scientific_journal-11877	147	8	cloud	cloud	ADJ
american_scientific_journal-11877	147	9	approach	approach	NOUN
american_scientific_journal-11877	147	10	for	for	ADP
american_scientific_journal-11877	147	11	flexibility	flexibility	NOUN
american_scientific_journal-11877	147	12	,	,	PUNCT
american_scientific_journal-11877	147	13	many	many	ADJ
american_scientific_journal-11877	147	14	successfully	successfully	ADV
american_scientific_journal-11877	147	15	operate	operate	VERB
american_scientific_journal-11877	147	16	within	within	ADP
american_scientific_journal-11877	147	17	a	a	DET
american_scientific_journal-11877	147	18	single	single	ADJ
american_scientific_journal-11877	147	19	cloud	cloud	NOUN
american_scientific_journal-11877	147	20	ecosystem	ecosystem	NOUN
american_scientific_journal-11877	147	21	.	.	PUNCT
american_scientific_journal-11877	148	1	the	the	DET
american_scientific_journal-11877	148	2	study	study	NOUN
american_scientific_journal-11877	148	3	underscores	underscore	VERB
american_scientific_journal-11877	148	4	the	the	DET
american_scientific_journal-11877	148	5	importance	importance	NOUN
american_scientific_journal-11877	148	6	of	of	ADP
american_scientific_journal-11877	148	7	leveraging	leverage	VERB
american_scientific_journal-11877	148	8	cloud	cloud	NOUN
american_scientific_journal-11877	148	9	computing	computing	NOUN
american_scientific_journal-11877	148	10	to	to	PART
american_scientific_journal-11877	148	11	remain	remain	VERB
american_scientific_journal-11877	148	12	competitive	competitive	ADJ
american_scientific_journal-11877	148	13	in	in	ADP
american_scientific_journal-11877	148	14	the	the	DET
american_scientific_journal-11877	148	15	fast	fast	ADV
american_scientific_journal-11877	148	16	-	-	PUNCT
american_scientific_journal-11877	148	17	evolving	evolve	VERB
american_scientific_journal-11877	148	18	software	software	NOUN
american_scientific_journal-11877	148	19	industry	industry	NOUN
american_scientific_journal-11877	148	20	.	.	PUNCT
american_scientific_journal-11877	149	1	by	by	ADP
american_scientific_journal-11877	149	2	adopting	adopt	VERB
american_scientific_journal-11877	149	3	cloud	cloud	NOUN
american_scientific_journal-11877	149	4	-	-	PUNCT
american_scientific_journal-11877	149	5	driven	drive	VERB
american_scientific_journal-11877	149	6	strategies	strategy	NOUN
american_scientific_journal-11877	149	7	,	,	PUNCT
american_scientific_journal-11877	149	8	organizations	organization	NOUN
american_scientific_journal-11877	149	9	can	can	AUX
american_scientific_journal-11877	149	10	achieve	achieve	VERB
american_scientific_journal-11877	149	11	faster	fast	ADJ
american_scientific_journal-11877	149	12	time	time	NOUN
american_scientific_journal-11877	149	13	-	-	PUNCT
american_scientific_journal-11877	149	14	to	to	ADP
american_scientific_journal-11877	149	15	-	-	PUNCT
american_scientific_journal-11877	149	16	market	market	NOUN
american_scientific_journal-11877	149	17	,	,	PUNCT
american_scientific_journal-11877	149	18	reduce	reduce	VERB
american_scientific_journal-11877	149	19	operational	operational	ADJ
american_scientific_journal-11877	149	20	costs	cost	NOUN
american_scientific_journal-11877	149	21	,	,	PUNCT
american_scientific_journal-11877	149	22	and	and	CCONJ
american_scientific_journal-11877	149	23	foster	foster	ADJ
american_scientific_journal-11877	149	24	innovation	innovation	NOUN
american_scientific_journal-11877	149	25	.	.	PUNCT
american_scientific_journal-11877	150	1	future	future	ADJ
american_scientific_journal-11877	150	2	research	research	NOUN
american_scientific_journal-11877	150	3	should	should	AUX
american_scientific_journal-11877	150	4	explore	explore	VERB
american_scientific_journal-11877	150	5	:	:	PUNCT
american_scientific_journal-11877	150	6	⎯	⎯	PROPN
american_scientific_journal-11877	150	7	the	the	DET
american_scientific_journal-11877	150	8	long	long	ADJ
american_scientific_journal-11877	150	9	-	-	PUNCT
american_scientific_journal-11877	150	10	term	term	NOUN
american_scientific_journal-11877	150	11	economic	economic	ADJ
american_scientific_journal-11877	150	12	impact	impact	NOUN
american_scientific_journal-11877	150	13	of	of	ADP
american_scientific_journal-11877	150	14	cloud	cloud	ADJ
american_scientific_journal-11877	150	15	adoption	adoption	NOUN
american_scientific_journal-11877	150	16	on	on	ADP
american_scientific_journal-11877	150	17	businesses	business	NOUN
american_scientific_journal-11877	150	18	.	.	PUNCT
american_scientific_journal-11877	151	1	⎯	⎯	PROPN
american_scientific_journal-11877	151	2	the	the	DET
american_scientific_journal-11877	151	3	role	role	NOUN
american_scientific_journal-11877	151	4	of	of	ADP
american_scientific_journal-11877	151	5	emerging	emerge	VERB
american_scientific_journal-11877	151	6	technologies	technology	NOUN
american_scientific_journal-11877	151	7	,	,	PUNCT
american_scientific_journal-11877	151	8	such	such	ADJ
american_scientific_journal-11877	151	9	as	as	ADP
american_scientific_journal-11877	151	10	artificial	artificial	ADJ
american_scientific_journal-11877	151	11	intelligence	intelligence	NOUN
american_scientific_journal-11877	151	12	and	and	CCONJ
american_scientific_journal-11877	151	13	edge	edge	NOUN
american_scientific_journal-11877	151	14	computing	computing	NOUN
american_scientific_journal-11877	151	15	,	,	PUNCT
american_scientific_journal-11877	151	16	in	in	ADP
american_scientific_journal-11877	151	17	further	far	ADV
american_scientific_journal-11877	151	18	optimizing	optimize	VERB
american_scientific_journal-11877	151	19	deployment	deployment	NOUN
american_scientific_journal-11877	151	20	cycles	cycle	NOUN
american_scientific_journal-11877	151	21	.	.	PUNCT
american_scientific_journal-11877	152	1	in	in	ADP
american_scientific_journal-11877	152	2	conclusion	conclusion	NOUN
american_scientific_journal-11877	152	3	,	,	PUNCT
american_scientific_journal-11877	152	4	cloud	cloud	NOUN
american_scientific_journal-11877	152	5	computing	computing	NOUN
american_scientific_journal-11877	152	6	represents	represent	VERB
american_scientific_journal-11877	152	7	a	a	DET
american_scientific_journal-11877	152	8	paradigm	paradigm	NOUN
american_scientific_journal-11877	152	9	shift	shift	NOUN
american_scientific_journal-11877	152	10	in	in	ADP
american_scientific_journal-11877	152	11	software	software	NOUN
american_scientific_journal-11877	152	12	development	development	NOUN
american_scientific_journal-11877	152	13	,	,	PUNCT
american_scientific_journal-11877	152	14	enabling	enable	VERB
american_scientific_journal-11877	152	15	organizations	organization	NOUN
american_scientific_journal-11877	152	16	to	to	PART
american_scientific_journal-11877	152	17	accelerate	accelerate	VERB
american_scientific_journal-11877	152	18	deployment	deployment	ADJ
american_scientific_journal-11877	152	19	cycles	cycle	NOUN
american_scientific_journal-11877	152	20	,	,	PUNCT
american_scientific_journal-11877	152	21	enhance	enhance	VERB
american_scientific_journal-11877	152	22	agility	agility	NOUN
american_scientific_journal-11877	152	23	,	,	PUNCT
american_scientific_journal-11877	152	24	and	and	CCONJ
american_scientific_journal-11877	152	25	maintain	maintain	VERB
american_scientific_journal-11877	152	26	a	a	DET
american_scientific_journal-11877	152	27	competitive	competitive	ADJ
american_scientific_journal-11877	152	28	edge	edge	NOUN
american_scientific_journal-11877	152	29	in	in	ADP
american_scientific_journal-11877	152	30	the	the	DET
american_scientific_journal-11877	152	31	digital	digital	ADJ
american_scientific_journal-11877	152	32	era	era	NOUN
american_scientific_journal-11877	152	33	.	.	PUNCT
american_scientific_journal-11877	153	1	by	by	ADP
american_scientific_journal-11877	153	2	addressing	address	VERB
american_scientific_journal-11877	153	3	existing	exist	VERB
american_scientific_journal-11877	153	4	challenges	challenge	NOUN
american_scientific_journal-11877	153	5	and	and	CCONJ
american_scientific_journal-11877	153	6	strategically	strategically	ADV
american_scientific_journal-11877	153	7	implementing	implement	VERB
american_scientific_journal-11877	153	8	cloud	cloud	NOUN
american_scientific_journal-11877	153	9	technologies	technology	NOUN
american_scientific_journal-11877	153	10	,	,	PUNCT
american_scientific_journal-11877	153	11	businesses	business	NOUN
american_scientific_journal-11877	153	12	can	can	AUX
american_scientific_journal-11877	153	13	unlock	unlock	VERB
american_scientific_journal-11877	153	14	new	new	ADJ
american_scientific_journal-11877	153	15	opportunities	opportunity	NOUN
american_scientific_journal-11877	153	16	for	for	ADP
american_scientific_journal-11877	153	17	growth	growth	NOUN
american_scientific_journal-11877	153	18	and	and	CCONJ
american_scientific_journal-11877	153	19	innovation	innovation	NOUN
american_scientific_journal-11877	153	20	.	.	PUNCT
american_scientific_journal-11877	154	1	american	american	ADJ
american_scientific_journal-11877	154	2	academic	academic	ADJ
american_scientific_journal-11877	154	3	scientific	scientific	ADJ
american_scientific_journal-11877	154	4	research	research	NOUN
american_scientific_journal-11877	154	5	journal	journal	NOUN
american_scientific_journal-11877	154	6	for	for	ADP
american_scientific_journal-11877	154	7	engineering	engineering	NOUN
american_scientific_journal-11877	154	8	,	,	PUNCT
american_scientific_journal-11877	154	9	technology	technology	NOUN
american_scientific_journal-11877	154	10	,	,	PUNCT
american_scientific_journal-11877	154	11	and	and	CCONJ
american_scientific_journal-11877	154	12	sciences	science	NOUN
american_scientific_journal-11877	154	13	(	(	PUNCT
american_scientific_journal-11877	154	14	asrjets	asrjet	NOUN
american_scientific_journal-11877	154	15	)	)	PUNCT
american_scientific_journal-11877	154	16	volume	volume	NOUN
american_scientific_journal-11877	154	17	102	102	NUM
american_scientific_journal-11877	154	18	,	,	PUNCT
american_scientific_journal-11877	154	19	no	no	DET
american_scientific_journal-11877	154	20	1	1	NUM
american_scientific_journal-11877	154	21	,	,	PUNCT
american_scientific_journal-11877	154	22	pp	pp	ADV
american_scientific_journal-11877	154	23	371	371	NUM
american_scientific_journal-11877	154	24	-	-	SYM
american_scientific_journal-11877	154	25	381	381	NUM
american_scientific_journal-11877	154	26	380	380	NUM
american_scientific_journal-11877	154	27	references	reference	NOUN
american_scientific_journal-11877	154	28	[	[	X
american_scientific_journal-11877	154	29	1	1	NUM
american_scientific_journal-11877	154	30	]	]	X
american_scientific_journal-11877	154	31	n.	n.	PROPN
american_scientific_journal-11877	154	32	carroll	carroll	PROPN
american_scientific_journal-11877	154	33	,	,	PUNCT
american_scientific_journal-11877	154	34	k.	k.	PROPN
american_scientific_journal-11877	154	35	conboy	conboy	PROPN
american_scientific_journal-11877	154	36	,	,	PUNCT
american_scientific_journal-11877	154	37	x.	x.	PROPN
american_scientific_journal-11877	154	38	wang	wang	PROPN
american_scientific_journal-11877	154	39	.	.	PUNCT
american_scientific_journal-11877	155	1	“	"	PUNCT
american_scientific_journal-11877	155	2	from	from	ADP
american_scientific_journal-11877	155	3	transformation	transformation	NOUN
american_scientific_journal-11877	155	4	to	to	ADP
american_scientific_journal-11877	155	5	normalisation	normalisation	NOUN
american_scientific_journal-11877	155	6	:	:	PUNCT
american_scientific_journal-11877	155	7	an	an	DET
american_scientific_journal-11877	155	8	exploratory	exploratory	ADJ
american_scientific_journal-11877	155	9	study	study	NOUN
american_scientific_journal-11877	155	10	of	of	ADP
american_scientific_journal-11877	155	11	a	a	DET
american_scientific_journal-11877	155	12	large	large	ADJ
american_scientific_journal-11877	155	13	-	-	PUNCT
american_scientific_journal-11877	155	14	scale	scale	NOUN
american_scientific_journal-11877	155	15	agile	agile	ADJ
american_scientific_journal-11877	155	16	transformation	transformation	NOUN
american_scientific_journal-11877	155	17	.	.	PUNCT
american_scientific_journal-11877	155	18	”	"	PUNCT
american_scientific_journal-11877	156	1	the	the	DET
american_scientific_journal-11877	156	2	journal	journal	NOUN
american_scientific_journal-11877	156	3	of	of	ADP
american_scientific_journal-11877	156	4	information	information	NOUN
american_scientific_journal-11877	156	5	technology	technology	NOUN
american_scientific_journal-11877	156	6	,	,	PUNCT
american_scientific_journal-11877	156	7	vol.38	vol.38	PROPN
american_scientific_journal-11877	156	8	,	,	PUNCT
american_scientific_journal-11877	156	9	no.3	no.3	PROPN
american_scientific_journal-11877	156	10	,	,	PUNCT
american_scientific_journal-11877	156	11	pp.267	pp.267	PROPN
american_scientific_journal-11877	156	12	-	-	PUNCT
american_scientific_journal-11877	156	13	303	303	NUM
american_scientific_journal-11877	156	14	,	,	PUNCT
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american_scientific_journal-11877	160	16	-	-	PUNCT
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american_scientific_journal-11877	166	1	“	"	PUNCT
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american_scientific_journal-11877	166	8	:	:	PUNCT
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american_scientific_journal-11877	167	14	,	,	PUNCT
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american_scientific_journal-11877	167	16	.	.	PUNCT
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american_scientific_journal-11877	168	2	-	-	SYM
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american_scientific_journal-11877	168	4	,	,	PUNCT
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american_scientific_journal-11877	168	6	.	.	PUNCT
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american_scientific_journal-11877	169	2	.	.	PUNCT
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american_scientific_journal-11877	170	3	]	]	PUNCT
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american_scientific_journal-11877	170	6	,	,	PUNCT
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american_scientific_journal-11877	171	1	“	"	PUNCT
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american_scientific_journal-11877	171	4	—	—	PUNCT
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american_scientific_journal-11877	172	5	,	,	PUNCT
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american_scientific_journal-11877	178	2	-	-	SYM
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american_scientific_journal-11877	178	6	.	.	PUNCT
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american_scientific_journal-11877	191	4	,	,	PUNCT
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american_scientific_journal-11877	191	12	,	,	PUNCT
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american_scientific_journal-11877	191	14	.	.	PUNCT
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american_scientific_journal-11877	192	2	-	-	SYM
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american_scientific_journal-11877	202	11	)	)	PUNCT
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american_scientific_journal-11877	208	6	.	.	PUNCT
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