id	sid	tid	token	lemma	pos
ajsts-3210	1	1	pa	pa	PROPN
ajsts-3210	1	2	ge	ge	PROPN
ajsts-3210	1	3	1	1	NUM
ajsts-3210	1	4	pa	pa	PROPN
ajsts-3210	1	5	ge	ge	PROPN
ajsts-3210	1	6	13	13	NUM
ajsts-3210	1	7	american	american	PROPN
ajsts-3210	1	8	journal	journal	NOUN
ajsts-3210	1	9	of	of	ADP
ajsts-3210	1	10	smart	smart	ADJ
ajsts-3210	1	11	technology	technology	NOUN
ajsts-3210	1	12	and	and	CCONJ
ajsts-3210	1	13	solutions	solution	NOUN
ajsts-3210	1	14	(	(	PUNCT
ajsts-3210	1	15	ajsts	ajst	NOUN
ajsts-3210	1	16	)	)	PUNCT
ajsts-3210	1	17	artificial	artificial	ADJ
ajsts-3210	1	18	intelligence	intelligence	NOUN
ajsts-3210	1	19	-	-	PUNCT
ajsts-3210	1	20	based	base	VERB
ajsts-3210	1	21	cloud	cloud	NOUN
ajsts-3210	1	22	planning	planning	NOUN
ajsts-3210	1	23	and	and	CCONJ
ajsts-3210	1	24	migration	migration	NOUN
ajsts-3210	1	25	to	to	PART
ajsts-3210	1	26	cut	cut	VERB
ajsts-3210	1	27	the	the	DET
ajsts-3210	1	28	cost	cost	NOUN
ajsts-3210	1	29	of	of	ADP
ajsts-3210	1	30	cloud	cloud	NOUN
ajsts-3210	1	31	sasibhushan	sasibhushan	PROPN
ajsts-3210	1	32	rao	rao	PROPN
ajsts-3210	1	33	chanthati	chanthati	PROPN
ajsts-3210	1	34	sasibhushan	sasibhushan	PROPN
ajsts-3210	1	35	rao	rao	PROPN
ajsts-3210	1	36	chanthati1	chanthati1	NOUN
ajsts-3210	1	37	*	*	PUNCT
ajsts-3210	1	38	volume	volume	NOUN
ajsts-3210	1	39	3	3	NUM
ajsts-3210	1	40	issue	issue	NOUN
ajsts-3210	1	41	2	2	NUM
ajsts-3210	1	42	,	,	PUNCT
ajsts-3210	1	43	year	year	NOUN
ajsts-3210	1	44	2024	2024	NUM
ajsts-3210	1	45	issn	issn	X
ajsts-3210	1	46	:	:	PUNCT
ajsts-3210	1	47	2837	2837	NUM
ajsts-3210	1	48	-	-	SYM
ajsts-3210	1	49	0295	0295	NUM
ajsts-3210	1	50	(	(	PUNCT
ajsts-3210	1	51	online	online	ADJ
ajsts-3210	1	52	)	)	PUNCT
ajsts-3210	1	53	doi	doi	NOUN
ajsts-3210	1	54	:	:	PUNCT
ajsts-3210	1	55	https://doi.org/10.54536/ajsts.v3i2.3210	https://doi.org/10.54536/ajsts.v3i2.3210	PROPN
ajsts-3210	1	56	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajsts	PROPN
ajsts-3210	1	57	article	article	NOUN
ajsts-3210	1	58	information	information	NOUN
ajsts-3210	1	59	abstract	abstract	ADV
ajsts-3210	1	60	received	receive	VERB
ajsts-3210	1	61	:	:	PUNCT
ajsts-3210	1	62	july	july	PROPN
ajsts-3210	1	63	05	05	NUM
ajsts-3210	1	64	,	,	PUNCT
ajsts-3210	1	65	2024	2024	NUM
ajsts-3210	1	66	accepted	accept	VERB
ajsts-3210	1	67	:	:	PUNCT
ajsts-3210	1	68	august	august	PROPN
ajsts-3210	1	69	03	03	NUM
ajsts-3210	1	70	,	,	PUNCT
ajsts-3210	1	71	2024	2024	NUM
ajsts-3210	1	72	published	publish	VERB
ajsts-3210	1	73	:	:	PUNCT
ajsts-3210	1	74	august	august	PROPN
ajsts-3210	1	75	07	07	NUM
ajsts-3210	1	76	,	,	PUNCT
ajsts-3210	1	77	2024	2024	NUM
ajsts-3210	1	78	the	the	DET
ajsts-3210	1	79	paper	paper	NOUN
ajsts-3210	1	80	titled	title	VERB
ajsts-3210	1	81	“	"	PUNCT
ajsts-3210	1	82	artificial	artificial	ADJ
ajsts-3210	1	83	intelligence	intelligence	NOUN
ajsts-3210	1	84	-	-	PUNCT
ajsts-3210	1	85	based	base	VERB
ajsts-3210	1	86	cloud	cloud	NOUN
ajsts-3210	1	87	planning	planning	NOUN
ajsts-3210	1	88	and	and	CCONJ
ajsts-3210	1	89	migration	migration	NOUN
ajsts-3210	1	90	to	to	PART
ajsts-3210	1	91	cut	cut	VERB
ajsts-3210	1	92	the	the	DET
ajsts-3210	1	93	cost	cost	NOUN
ajsts-3210	1	94	of	of	ADP
ajsts-3210	1	95	cloud	cloud	NOUN
ajsts-3210	1	96	”	"	PUNCT
ajsts-3210	1	97	aims	aim	VERB
ajsts-3210	1	98	to	to	PART
ajsts-3210	1	99	examine	examine	VERB
ajsts-3210	1	100	how	how	SCONJ
ajsts-3210	1	101	ai	ai	NOUN
ajsts-3210	1	102	can	can	AUX
ajsts-3210	1	103	be	be	AUX
ajsts-3210	1	104	implemented	implement	VERB
ajsts-3210	1	105	to	to	PART
ajsts-3210	1	106	improve	improve	VERB
ajsts-3210	1	107	cloud	cloud	NOUN
ajsts-3210	1	108	planning	planning	NOUN
ajsts-3210	1	109	and	and	CCONJ
ajsts-3210	1	110	migration	migration	NOUN
ajsts-3210	1	111	in	in	ADP
ajsts-3210	1	112	a	a	DET
ajsts-3210	1	113	bid	bid	NOUN
ajsts-3210	1	114	to	to	PART
ajsts-3210	1	115	reduce	reduce	VERB
ajsts-3210	1	116	their	their	PRON
ajsts-3210	1	117	costs	cost	NOUN
ajsts-3210	1	118	.	.	PUNCT
ajsts-3210	2	1	the	the	DET
ajsts-3210	2	2	proposal	proposal	NOUN
ajsts-3210	2	3	is	be	AUX
ajsts-3210	2	4	concerned	concern	VERB
ajsts-3210	2	5	with	with	ADP
ajsts-3210	2	6	the	the	DET
ajsts-3210	2	7	utilization	utilization	NOUN
ajsts-3210	2	8	of	of	ADP
ajsts-3210	2	9	multiple	multiple	ADJ
ajsts-3210	2	10	ai	ai	PROPN
ajsts-3210	2	11	techniques	technique	NOUN
ajsts-3210	2	12	,	,	PUNCT
ajsts-3210	2	13	such	such	ADJ
ajsts-3210	2	14	as	as	ADP
ajsts-3210	2	15	machine	machine	NOUN
ajsts-3210	2	16	learning	learning	NOUN
ajsts-3210	2	17	models	model	NOUN
ajsts-3210	2	18	,	,	PUNCT
ajsts-3210	2	19	natural	natural	ADJ
ajsts-3210	2	20	language	language	NOUN
ajsts-3210	2	21	processing	processing	NOUN
ajsts-3210	2	22	,	,	PUNCT
ajsts-3210	2	23	and	and	CCONJ
ajsts-3210	2	24	reinforcement	reinforcement	NOUN
ajsts-3210	2	25	learning	learning	NOUN
ajsts-3210	2	26	,	,	PUNCT
ajsts-3210	2	27	to	to	PART
ajsts-3210	2	28	manage	manage	VERB
ajsts-3210	2	29	the	the	DET
ajsts-3210	2	30	migration	migration	NOUN
ajsts-3210	2	31	process	process	NOUN
ajsts-3210	2	32	in	in	ADP
ajsts-3210	2	33	the	the	DET
ajsts-3210	2	34	cloud	cloud	NOUN
ajsts-3210	2	35	.	.	PUNCT
ajsts-3210	3	1	in	in	ADP
ajsts-3210	3	2	incorporating	incorporate	VERB
ajsts-3210	3	3	ai	ai	VERB
ajsts-3210	3	4	within	within	ADP
ajsts-3210	3	5	the	the	DET
ajsts-3210	3	6	transitions	transition	NOUN
ajsts-3210	3	7	,	,	PUNCT
ajsts-3210	3	8	the	the	DET
ajsts-3210	3	9	paper	paper	NOUN
ajsts-3210	3	10	establishes	establish	VERB
ajsts-3210	3	11	how	how	SCONJ
ajsts-3210	3	12	organizations	organization	NOUN
ajsts-3210	3	13	improve	improve	VERB
ajsts-3210	3	14	productivity	productivity	NOUN
ajsts-3210	3	15	,	,	PUNCT
ajsts-3210	3	16	stability	stability	NOUN
ajsts-3210	3	17	,	,	PUNCT
ajsts-3210	3	18	and	and	CCONJ
ajsts-3210	3	19	security	security	NOUN
ajsts-3210	3	20	during	during	ADP
ajsts-3210	3	21	cloud	cloud	ADJ
ajsts-3210	3	22	transitions	transition	NOUN
ajsts-3210	3	23	.	.	PUNCT
ajsts-3210	4	1	it	it	PRON
ajsts-3210	4	2	provides	provide	VERB
ajsts-3210	4	3	a	a	DET
ajsts-3210	4	4	detailed	detailed	ADJ
ajsts-3210	4	5	pseudocode	pseudocode	NOUN
ajsts-3210	4	6	of	of	ADP
ajsts-3210	4	7	the	the	DET
ajsts-3210	4	8	scenario	scenario	NOUN
ajsts-3210	4	9	,	,	PUNCT
ajsts-3210	4	10	making	make	VERB
ajsts-3210	4	11	the	the	DET
ajsts-3210	4	12	content	content	NOUN
ajsts-3210	4	13	sufficiently	sufficiently	ADV
ajsts-3210	4	14	intelligible	intelligible	ADJ
ajsts-3210	4	15	to	to	ADP
ajsts-3210	4	16	the	the	DET
ajsts-3210	4	17	it	it	PRON
ajsts-3210	4	18	professionals	professional	NOUN
ajsts-3210	4	19	who	who	PRON
ajsts-3210	4	20	wish	wish	VERB
ajsts-3210	4	21	to	to	PART
ajsts-3210	4	22	implement	implement	VERB
ajsts-3210	4	23	these	these	DET
ajsts-3210	4	24	ai	ai	ADJ
ajsts-3210	4	25	algorithms	algorithm	NOUN
ajsts-3210	4	26	.	.	PUNCT
ajsts-3210	5	1	in	in	ADP
ajsts-3210	5	2	this	this	DET
ajsts-3210	5	3	regard	regard	NOUN
ajsts-3210	5	4	,	,	PUNCT
ajsts-3210	5	5	this	this	DET
ajsts-3210	5	6	paper	paper	NOUN
ajsts-3210	5	7	helps	help	VERB
ajsts-3210	5	8	to	to	PART
ajsts-3210	5	9	fill	fill	VERB
ajsts-3210	5	10	the	the	DET
ajsts-3210	5	11	gap	gap	NOUN
ajsts-3210	5	12	that	that	PRON
ajsts-3210	5	13	has	have	AUX
ajsts-3210	5	14	been	be	AUX
ajsts-3210	5	15	demonstrated	demonstrate	VERB
ajsts-3210	5	16	in	in	ADP
ajsts-3210	5	17	the	the	DET
ajsts-3210	5	18	current	current	ADJ
ajsts-3210	5	19	literature	literature	NOUN
ajsts-3210	5	20	regarding	regard	VERB
ajsts-3210	5	21	the	the	DET
ajsts-3210	5	22	link	link	NOUN
ajsts-3210	5	23	between	between	ADP
ajsts-3210	5	24	theoretical	theoretical	ADJ
ajsts-3210	5	25	uses	use	NOUN
ajsts-3210	5	26	of	of	ADP
ajsts-3210	5	27	ai	ai	NOUN
ajsts-3210	5	28	and	and	CCONJ
ajsts-3210	5	29	its	its	PRON
ajsts-3210	5	30	application	application	NOUN
ajsts-3210	5	31	in	in	ADP
ajsts-3210	5	32	cloud	cloud	NOUN
ajsts-3210	5	33	migration	migration	NOUN
ajsts-3210	5	34	towards	towards	ADP
ajsts-3210	5	35	enhancing	enhance	VERB
ajsts-3210	5	36	the	the	DET
ajsts-3210	5	37	deployment	deployment	NOUN
ajsts-3210	5	38	efficacy	efficacy	NOUN
ajsts-3210	5	39	and	and	CCONJ
ajsts-3210	5	40	cost	cost	NOUN
ajsts-3210	5	41	-	-	PUNCT
ajsts-3210	5	42	efficiency	efficiency	NOUN
ajsts-3210	5	43	of	of	ADP
ajsts-3210	5	44	cloud	cloud	NOUN
ajsts-3210	5	45	services	service	NOUN
ajsts-3210	5	46	.	.	PUNCT
ajsts-3210	6	1	the	the	DET
ajsts-3210	6	2	article	article	NOUN
ajsts-3210	6	3	was	be	AUX
ajsts-3210	6	4	first	first	ADV
ajsts-3210	6	5	completed	complete	VERB
ajsts-3210	6	6	in	in	ADP
ajsts-3210	6	7	2021	2021	NUM
ajsts-3210	6	8	and	and	CCONJ
ajsts-3210	6	9	later	later	ADV
ajsts-3210	6	10	i	i	PRON
ajsts-3210	6	11	have	have	AUX
ajsts-3210	6	12	modified	modify	VERB
ajsts-3210	6	13	the	the	DET
ajsts-3210	6	14	article	article	NOUN
ajsts-3210	6	15	with	with	ADP
ajsts-3210	6	16	latest	late	ADJ
ajsts-3210	6	17	updates	update	NOUN
ajsts-3210	6	18	till	till	SCONJ
ajsts-3210	6	19	date	date	NOUN
ajsts-3210	6	20	2024	2024	NUM
ajsts-3210	6	21	.	.	PUNCT
ajsts-3210	7	1	keywords	keyword	VERB
ajsts-3210	7	2	artificial	artificial	ADJ
ajsts-3210	7	3	intelligence	intelligence	NOUN
ajsts-3210	7	4	,	,	PUNCT
ajsts-3210	7	5	cloud	cloud	NOUN
ajsts-3210	7	6	planning	planning	NOUN
ajsts-3210	7	7	,	,	PUNCT
ajsts-3210	7	8	cost	cost	NOUN
ajsts-3210	7	9	of	of	ADP
ajsts-3210	7	10	cloud	cloud	NOUN
ajsts-3210	7	11	,	,	PUNCT
ajsts-3210	7	12	cloud	cloud	ADJ
ajsts-3210	7	13	mitigation	mitigation	NOUN
ajsts-3210	7	14	1	1	NUM
ajsts-3210	7	15	9202	9202	NUM
ajsts-3210	7	16	appleford	appleford	NOUN
ajsts-3210	7	17	cir	cir	NOUN
ajsts-3210	7	18	,	,	PUNCT
ajsts-3210	7	19	248	248	NUM
ajsts-3210	7	20	,	,	PUNCT
ajsts-3210	7	21	owings	owings	PROPN
ajsts-3210	7	22	mills	mill	NOUN
ajsts-3210	7	23	,	,	PUNCT
ajsts-3210	7	24	md	md	PROPN
ajsts-3210	7	25	,	,	PUNCT
ajsts-3210	7	26	21117	21117	NUM
ajsts-3210	7	27	,	,	PUNCT
ajsts-3210	7	28	usa	usa	PROPN
ajsts-3210	7	29	*	*	PUNCT
ajsts-3210	7	30	corresponding	correspond	VERB
ajsts-3210	7	31	author	author	NOUN
ajsts-3210	7	32	’s	’s	PART
ajsts-3210	7	33	e	e	NOUN
ajsts-3210	7	34	-	-	NOUN
ajsts-3210	7	35	mail	mail	NOUN
ajsts-3210	7	36	:	:	PUNCT
ajsts-3210	7	37	sasichanthati@gmail.com	sasichanthati@gmail.com	PROPN
ajsts-3210	7	38	introduction	introduction	NOUN
ajsts-3210	7	39	cloud	cloud	NOUN
ajsts-3210	7	40	migration	migration	NOUN
ajsts-3210	7	41	and	and	CCONJ
ajsts-3210	7	42	planning	planning	NOUN
ajsts-3210	7	43	transforms	transform	VERB
ajsts-3210	7	44	from	from	ADP
ajsts-3210	7	45	the	the	DET
ajsts-3210	7	46	original	original	ADJ
ajsts-3210	7	47	information	information	NOUN
ajsts-3210	7	48	technology	technology	NOUN
ajsts-3210	7	49	platform	platform	NOUN
ajsts-3210	7	50	,	,	PUNCT
ajsts-3210	7	51	the	the	DET
ajsts-3210	7	52	user	user	NOUN
ajsts-3210	7	53	’s	’s	PART
ajsts-3210	7	54	services	service	NOUN
ajsts-3210	7	55	,	,	PUNCT
ajsts-3210	7	56	data	datum	NOUN
ajsts-3210	7	57	,	,	PUNCT
ajsts-3210	7	58	and	and	CCONJ
ajsts-3210	7	59	application	application	NOUN
ajsts-3210	7	60	hosted	host	VERB
ajsts-3210	7	61	on	on	ADP
ajsts-3210	7	62	in	in	ADP
ajsts-3210	7	63	-	-	PUNCT
ajsts-3210	7	64	house	house	NOUN
ajsts-3210	7	65	or	or	CCONJ
ajsts-3210	7	66	cloud	cloud	ADJ
ajsts-3210	7	67	environment	environment	NOUN
ajsts-3210	7	68	servers	server	NOUN
ajsts-3210	7	69	,	,	PUNCT
ajsts-3210	7	70	to	to	ADP
ajsts-3210	7	71	one	one	NUM
ajsts-3210	7	72	or	or	CCONJ
ajsts-3210	7	73	more	more	ADJ
ajsts-3210	7	74	cloud	cloud	ADJ
ajsts-3210	7	75	settings	setting	NOUN
ajsts-3210	7	76	,	,	PUNCT
ajsts-3210	7	77	intending	intend	VERB
ajsts-3210	7	78	to	to	PART
ajsts-3210	7	79	reduce	reduce	VERB
ajsts-3210	7	80	the	the	DET
ajsts-3210	7	81	it	it	PRON
ajsts-3210	7	82	management	management	NOUN
ajsts-3210	7	83	and	and	CCONJ
ajsts-3210	7	84	cloud	cloud	NOUN
ajsts-3210	7	85	cost	cost	NOUN
ajsts-3210	7	86	while	while	SCONJ
ajsts-3210	7	87	improving	improve	VERB
ajsts-3210	7	88	the	the	DET
ajsts-3210	7	89	performance	performance	NOUN
ajsts-3210	7	90	of	of	ADP
ajsts-3210	7	91	the	the	DET
ajsts-3210	7	92	information	information	NOUN
ajsts-3210	7	93	technology	technology	NOUN
ajsts-3210	7	94	system	system	NOUN
ajsts-3210	7	95	(	(	PUNCT
ajsts-3210	7	96	kanungo	kanungo	PROPN
ajsts-3210	7	97	,	,	PUNCT
ajsts-3210	7	98	2024	2024	NUM
ajsts-3210	7	99	)	)	PUNCT
ajsts-3210	7	100	.	.	PUNCT
ajsts-3210	8	1	artificial	artificial	ADJ
ajsts-3210	8	2	intelligence	intelligence	NOUN
ajsts-3210	8	3	planning	planning	NOUN
ajsts-3210	8	4	and	and	CCONJ
ajsts-3210	8	5	automated	automate	VERB
ajsts-3210	8	6	planning	planning	NOUN
ajsts-3210	8	7	have	have	AUX
ajsts-3210	8	8	been	be	AUX
ajsts-3210	8	9	examined	examine	VERB
ajsts-3210	8	10	extensively	extensively	ADV
ajsts-3210	8	11	by	by	ADP
ajsts-3210	8	12	analysts	analyst	NOUN
ajsts-3210	8	13	and	and	CCONJ
ajsts-3210	8	14	have	have	AUX
ajsts-3210	8	15	effectively	effectively	ADV
ajsts-3210	8	16	functioned	function	VERB
ajsts-3210	8	17	in	in	ADP
ajsts-3210	8	18	many	many	ADJ
ajsts-3210	8	19	areas	area	NOUN
ajsts-3210	8	20	for	for	ADP
ajsts-3210	8	21	periods	period	NOUN
ajsts-3210	8	22	,	,	PUNCT
ajsts-3210	8	23	such	such	ADJ
ajsts-3210	8	24	as	as	ADP
ajsts-3210	8	25	the	the	DET
ajsts-3210	8	26	healthcare	healthcare	NOUN
ajsts-3210	8	27	industry	industry	NOUN
ajsts-3210	8	28	,	,	PUNCT
ajsts-3210	8	29	semiconductor	semiconductor	NOUN
ajsts-3210	8	30	manufacturing	manufacturing	NOUN
ajsts-3210	8	31	,	,	PUNCT
ajsts-3210	8	32	and	and	CCONJ
ajsts-3210	8	33	aviation	aviation	NOUN
ajsts-3210	8	34	industry	industry	NOUN
ajsts-3210	8	35	(	(	PUNCT
ajsts-3210	8	36	kumar	kumar	PROPN
ajsts-3210	8	37	et	et	PROPN
ajsts-3210	8	38	al	al	PROPN
ajsts-3210	8	39	.	.	PROPN
ajsts-3210	8	40	,	,	PUNCT
ajsts-3210	8	41	2022	2022	NUM
ajsts-3210	8	42	)	)	PUNCT
ajsts-3210	8	43	.	.	PUNCT
ajsts-3210	9	1	however	however	ADV
ajsts-3210	9	2	,	,	PUNCT
ajsts-3210	9	3	as	as	SCONJ
ajsts-3210	9	4	the	the	DET
ajsts-3210	9	5	enterprises	enterprise	NOUN
ajsts-3210	9	6	and	and	CCONJ
ajsts-3210	9	7	it	it	PRON
ajsts-3210	9	8	applications	application	NOUN
ajsts-3210	9	9	and	and	CCONJ
ajsts-3210	9	10	infrastructure	infrastructure	NOUN
ajsts-3210	9	11	started	start	VERB
ajsts-3210	9	12	their	their	PRON
ajsts-3210	9	13	journey	journey	NOUN
ajsts-3210	9	14	towards	towards	ADP
ajsts-3210	9	15	digital	digital	ADJ
ajsts-3210	9	16	transformation	transformation	NOUN
ajsts-3210	9	17	,	,	PUNCT
ajsts-3210	9	18	they	they	PRON
ajsts-3210	9	19	may	may	AUX
ajsts-3210	9	20	have	have	AUX
ajsts-3210	9	21	forced	force	VERB
ajsts-3210	9	22	them	they	PRON
ajsts-3210	9	23	to	to	PART
ajsts-3210	9	24	go	go	VERB
ajsts-3210	9	25	over	over	ADP
ajsts-3210	9	26	the	the	DET
ajsts-3210	9	27	initially	initially	ADV
ajsts-3210	9	28	allocated	allocate	VERB
ajsts-3210	9	29	budget	budget	NOUN
ajsts-3210	9	30	or	or	CCONJ
ajsts-3210	9	31	may	may	AUX
ajsts-3210	9	32	face	face	VERB
ajsts-3210	9	33	several	several	ADJ
ajsts-3210	9	34	unexpected	unexpected	ADJ
ajsts-3210	9	35	challenges	challenge	NOUN
ajsts-3210	9	36	(	(	PUNCT
ajsts-3210	9	37	kanungo	kanungo	NOUN
ajsts-3210	9	38	,	,	PUNCT
ajsts-3210	9	39	2024	2024	NUM
ajsts-3210	9	40	)	)	PUNCT
ajsts-3210	9	41	.	.	PUNCT
ajsts-3210	10	1	in	in	ADP
ajsts-3210	10	2	various	various	ADJ
ajsts-3210	10	3	situations	situation	NOUN
ajsts-3210	10	4	,	,	PUNCT
ajsts-3210	10	5	cloud	cloud	NOUN
ajsts-3210	10	6	planning	planning	NOUN
ajsts-3210	10	7	and	and	CCONJ
ajsts-3210	10	8	migration	migration	NOUN
ajsts-3210	10	9	processes	process	NOUN
ajsts-3210	10	10	are	be	AUX
ajsts-3210	10	11	not	not	PART
ajsts-3210	10	12	augmented	augment	VERB
ajsts-3210	10	13	to	to	ADP
ajsts-3210	10	14	the	the	DET
ajsts-3210	10	15	or	or	CCONJ
ajsts-3210	10	16	from	from	ADP
ajsts-3210	10	17	the	the	DET
ajsts-3210	10	18	very	very	ADJ
ajsts-3210	10	19	beginning	beginning	NOUN
ajsts-3210	10	20	they	they	PRON
ajsts-3210	10	21	were	be	AUX
ajsts-3210	10	22	inadequately	inadequately	ADV
ajsts-3210	10	23	plan	plan	NOUN
ajsts-3210	10	24	(	(	PUNCT
ajsts-3210	10	25	hemmati	hemmati	NOUN
ajsts-3210	10	26	et	et	PROPN
ajsts-3210	10	27	al	al	PROPN
ajsts-3210	10	28	.	.	PROPN
ajsts-3210	10	29	,	,	PUNCT
ajsts-3210	10	30	2024	2024	NUM
ajsts-3210	10	31	)	)	PUNCT
ajsts-3210	10	32	.	.	PUNCT
ajsts-3210	11	1	the	the	DET
ajsts-3210	11	2	study	study	NOUN
ajsts-3210	11	3	can	can	AUX
ajsts-3210	11	4	realize	realize	VERB
ajsts-3210	11	5	the	the	DET
ajsts-3210	11	6	most	most	ADV
ajsts-3210	11	7	profitable	profitable	ADJ
ajsts-3210	11	8	advantages	advantage	NOUN
ajsts-3210	11	9	of	of	ADP
ajsts-3210	11	10	getting	get	VERB
ajsts-3210	11	11	into	into	ADP
ajsts-3210	11	12	the	the	DET
ajsts-3210	11	13	cloud	cloud	NOUN
ajsts-3210	11	14	using	use	VERB
ajsts-3210	11	15	artificial	artificial	ADJ
ajsts-3210	11	16	intelligence	intelligence	NOUN
ajsts-3210	11	17	techniques	technique	NOUN
ajsts-3210	11	18	and	and	CCONJ
ajsts-3210	11	19	will	will	AUX
ajsts-3210	11	20	go	go	VERB
ajsts-3210	11	21	through	through	ADP
ajsts-3210	11	22	the	the	DET
ajsts-3210	11	23	cloud	cloud	NOUN
ajsts-3210	11	24	migration	migration	NOUN
ajsts-3210	11	25	budgeting	budgeting	NOUN
ajsts-3210	11	26	and	and	CCONJ
ajsts-3210	11	27	planning	planning	NOUN
ajsts-3210	11	28	essentials	essential	NOUN
ajsts-3210	11	29	.	.	PUNCT
ajsts-3210	12	1	without	without	ADP
ajsts-3210	12	2	any	any	DET
ajsts-3210	12	3	interference	interference	NOUN
ajsts-3210	12	4	,	,	PUNCT
ajsts-3210	12	5	the	the	DET
ajsts-3210	12	6	cloud	cloud	NOUN
ajsts-3210	12	7	migrating	migrating	NOUN
ajsts-3210	12	8	applications	application	NOUN
ajsts-3210	12	9	are	be	AUX
ajsts-3210	12	10	revised	revise	VERB
ajsts-3210	12	11	at	at	ADP
ajsts-3210	12	12	the	the	DET
ajsts-3210	12	13	backend	backend	NOUN
ajsts-3210	12	14	,	,	PUNCT
ajsts-3210	12	15	therefore	therefore	ADV
ajsts-3210	12	16	resulting	result	VERB
ajsts-3210	12	17	in	in	ADP
ajsts-3210	12	18	enhanced	enhanced	ADJ
ajsts-3210	12	19	functionality	functionality	NOUN
ajsts-3210	12	20	and	and	CCONJ
ajsts-3210	12	21	improved	improved	ADJ
ajsts-3210	12	22	organization	organization	NOUN
ajsts-3210	12	23	-	-	PUNCT
ajsts-3210	12	24	wide	wide	ADJ
ajsts-3210	12	25	stability	stability	NOUN
ajsts-3210	12	26	(	(	PUNCT
ajsts-3210	12	27	kumar	kumar	PROPN
ajsts-3210	12	28	et	et	PROPN
ajsts-3210	12	29	al	al	PROPN
ajsts-3210	12	30	.	.	PROPN
ajsts-3210	12	31	,	,	PUNCT
ajsts-3210	12	32	2022	2022	NUM
ajsts-3210	12	33	)	)	PUNCT
ajsts-3210	12	34	.	.	PUNCT
ajsts-3210	13	1	at	at	ADP
ajsts-3210	13	2	the	the	DET
ajsts-3210	13	3	same	same	ADJ
ajsts-3210	13	4	time	time	NOUN
ajsts-3210	13	5	,	,	PUNCT
ajsts-3210	13	6	more	more	ADJ
ajsts-3210	13	7	and	and	CCONJ
ajsts-3210	13	8	more	more	ADJ
ajsts-3210	13	9	enterprises	enterprise	NOUN
ajsts-3210	13	10	and	and	CCONJ
ajsts-3210	13	11	it	it	PRON
ajsts-3210	13	12	applications	application	NOUN
ajsts-3210	13	13	and	and	CCONJ
ajsts-3210	13	14	infrastructure	infrastructure	NOUN
ajsts-3210	13	15	are	be	AUX
ajsts-3210	13	16	considering	consider	VERB
ajsts-3210	13	17	their	their	PRON
ajsts-3210	13	18	way	way	NOUN
ajsts-3210	13	19	and	and	CCONJ
ajsts-3210	13	20	moving	move	VERB
ajsts-3210	13	21	to	to	ADP
ajsts-3210	13	22	hybrid	hybrid	ADJ
ajsts-3210	13	23	cloud	cloud	NOUN
ajsts-3210	13	24	or	or	CCONJ
ajsts-3210	13	25	cloud	cloud	NOUN
ajsts-3210	13	26	service	service	NOUN
ajsts-3210	13	27	platforms	platform	NOUN
ajsts-3210	13	28	(	(	PUNCT
ajsts-3210	13	29	sharma	sharma	PROPN
ajsts-3210	13	30	et	et	PROPN
ajsts-3210	13	31	al	al	PROPN
ajsts-3210	13	32	.	.	PROPN
ajsts-3210	13	33	,	,	PUNCT
ajsts-3210	13	34	2023	2023	NUM
ajsts-3210	13	35	)	)	PUNCT
ajsts-3210	13	36	.	.	PUNCT
ajsts-3210	14	1	in	in	ADP
ajsts-3210	14	2	their	their	PRON
ajsts-3210	14	3	way	way	NOUN
ajsts-3210	14	4	,	,	PUNCT
ajsts-3210	14	5	artificial	artificial	ADJ
ajsts-3210	14	6	intelligence	intelligence	NOUN
ajsts-3210	14	7	promises	promise	VERB
ajsts-3210	14	8	cloud	cloud	NOUN
ajsts-3210	14	9	planning	planning	NOUN
ajsts-3210	14	10	and	and	CCONJ
ajsts-3210	14	11	migration	migration	NOUN
ajsts-3210	14	12	flexibility	flexibility	NOUN
ajsts-3210	14	13	,	,	PUNCT
ajsts-3210	14	14	scalability	scalability	NOUN
ajsts-3210	14	15	,	,	PUNCT
ajsts-3210	14	16	security	security	NOUN
ajsts-3210	14	17	,	,	PUNCT
ajsts-3210	14	18	high	high	ADJ
ajsts-3210	14	19	performance	performance	NOUN
ajsts-3210	14	20	,	,	PUNCT
ajsts-3210	14	21	cost	cost	NOUN
ajsts-3210	14	22	-	-	PUNCT
ajsts-3210	14	23	effectiveness	effectiveness	NOUN
ajsts-3210	14	24	,	,	PUNCT
ajsts-3210	14	25	and	and	CCONJ
ajsts-3210	14	26	hypothetically	hypothetically	ADV
ajsts-3210	14	27	lowering	lower	VERB
ajsts-3210	14	28	the	the	DET
ajsts-3210	14	29	cost	cost	NOUN
ajsts-3210	14	30	of	of	ADP
ajsts-3210	14	31	the	the	DET
ajsts-3210	14	32	resources	resource	NOUN
ajsts-3210	14	33	,	,	PUNCT
ajsts-3210	14	34	which	which	PRON
ajsts-3210	14	35	is	be	AUX
ajsts-3210	14	36	in	in	ADP
ajsts-3210	14	37	general	general	ADJ
ajsts-3210	14	38	called	call	VERB
ajsts-3210	14	39	the	the	DET
ajsts-3210	14	40	cloud	cloud	NOUN
ajsts-3210	14	41	migration	migration	NOUN
ajsts-3210	14	42	.	.	PUNCT
ajsts-3210	15	1	planning	planning	NOUN
ajsts-3210	15	2	and	and	CCONJ
ajsts-3210	15	3	migrating	migrating	NOUN
ajsts-3210	15	4	towards	towards	ADP
ajsts-3210	15	5	the	the	DET
ajsts-3210	15	6	cloud	cloud	NOUN
ajsts-3210	15	7	infrastructure	infrastructure	NOUN
ajsts-3210	15	8	,	,	PUNCT
ajsts-3210	15	9	the	the	DET
ajsts-3210	15	10	enterprises	enterprise	NOUN
ajsts-3210	15	11	will	will	AUX
ajsts-3210	15	12	have	have	VERB
ajsts-3210	15	13	to	to	PART
ajsts-3210	15	14	capitalize	capitalize	VERB
ajsts-3210	15	15	a	a	DET
ajsts-3210	15	16	convinced	convinced	ADJ
ajsts-3210	15	17	lump	lump	NOUN
ajsts-3210	15	18	sum	sum	NOUN
ajsts-3210	15	19	amount	amount	NOUN
ajsts-3210	15	20	to	to	PART
ajsts-3210	15	21	move	move	VERB
ajsts-3210	15	22	their	their	PRON
ajsts-3210	15	23	operational	operational	ADJ
ajsts-3210	15	24	setting	setting	NOUN
ajsts-3210	15	25	in	in	ADP
ajsts-3210	15	26	the	the	DET
ajsts-3210	15	27	cloud	cloud	NOUN
ajsts-3210	15	28	and	and	CCONJ
ajsts-3210	15	29	plan	plan	NOUN
ajsts-3210	15	30	for	for	ADP
ajsts-3210	15	31	the	the	DET
ajsts-3210	15	32	cloud	cloud	NOUN
ajsts-3210	15	33	capacity	capacity	NOUN
ajsts-3210	15	34	in	in	ADP
ajsts-3210	15	35	use	use	NOUN
ajsts-3210	15	36	and	and	CCONJ
ajsts-3210	15	37	the	the	DET
ajsts-3210	15	38	regular	regular	ADJ
ajsts-3210	15	39	ongoing	ongoing	ADJ
ajsts-3210	15	40	expenditures	expenditure	NOUN
ajsts-3210	15	41	.	.	PUNCT
ajsts-3210	16	1	for	for	ADP
ajsts-3210	16	2	some	some	DET
ajsts-3210	16	3	enterprises	enterprise	NOUN
ajsts-3210	16	4	and	and	CCONJ
ajsts-3210	16	5	it	it	PRON
ajsts-3210	16	6	applications	application	NOUN
ajsts-3210	16	7	and	and	CCONJ
ajsts-3210	16	8	infrastructure	infrastructure	NOUN
ajsts-3210	16	9	organizations	organization	NOUN
ajsts-3210	16	10	,	,	PUNCT
ajsts-3210	16	11	planning	planning	NOUN
ajsts-3210	16	12	and	and	CCONJ
ajsts-3210	16	13	migrating	migrating	NOUN
ajsts-3210	16	14	to	to	ADP
ajsts-3210	16	15	the	the	DET
ajsts-3210	16	16	cloud	cloud	NOUN
ajsts-3210	16	17	can	can	AUX
ajsts-3210	16	18	enable	enable	VERB
ajsts-3210	16	19	them	they	PRON
ajsts-3210	16	20	to	to	PART
ajsts-3210	16	21	enhance	enhance	VERB
ajsts-3210	16	22	the	the	DET
ajsts-3210	16	23	overall	overall	ADJ
ajsts-3210	16	24	user	user	NOUN
ajsts-3210	16	25	experience	experience	NOUN
ajsts-3210	16	26	for	for	ADP
ajsts-3210	16	27	their	their	PRON
ajsts-3210	16	28	customers	customer	NOUN
ajsts-3210	16	29	and	and	CCONJ
ajsts-3210	16	30	thus	thus	ADV
ajsts-3210	16	31	will	will	AUX
ajsts-3210	16	32	improve	improve	VERB
ajsts-3210	16	33	performance	performance	NOUN
ajsts-3210	16	34	reducing	reduce	VERB
ajsts-3210	16	35	latency	latency	NOUN
ajsts-3210	16	36	.	.	PUNCT
ajsts-3210	17	1	when	when	SCONJ
ajsts-3210	17	2	your	your	PRON
ajsts-3210	17	3	company	company	NOUN
ajsts-3210	17	4	is	be	AUX
ajsts-3210	17	5	planning	plan	VERB
ajsts-3210	17	6	its	its	PRON
ajsts-3210	17	7	migration	migration	NOUN
ajsts-3210	17	8	towards	towards	ADP
ajsts-3210	17	9	cloud	cloud	NOUN
ajsts-3210	17	10	,	,	PUNCT
ajsts-3210	17	11	the	the	DET
ajsts-3210	17	12	company	company	NOUN
ajsts-3210	17	13	will	will	AUX
ajsts-3210	17	14	start	start	VERB
ajsts-3210	17	15	by	by	ADP
ajsts-3210	17	16	defining	define	VERB
ajsts-3210	17	17	the	the	DET
ajsts-3210	17	18	operational	operational	ADJ
ajsts-3210	17	19	settings	setting	NOUN
ajsts-3210	17	20	that	that	PRON
ajsts-3210	17	21	are	be	AUX
ajsts-3210	17	22	involved	involve	VERB
ajsts-3210	17	23	in	in	ADP
ajsts-3210	17	24	the	the	DET
ajsts-3210	17	25	migration	migration	NOUN
ajsts-3210	17	26	(	(	PUNCT
ajsts-3210	17	27	kumar	kumar	PROPN
ajsts-3210	17	28	et	et	PROPN
ajsts-3210	17	29	al	al	PROPN
ajsts-3210	17	30	.	.	PROPN
ajsts-3210	17	31	,	,	PUNCT
ajsts-3210	17	32	2022	2022	NUM
ajsts-3210	17	33	)	)	PUNCT
ajsts-3210	17	34	.	.	PUNCT
ajsts-3210	18	1	their	their	PRON
ajsts-3210	18	2	starting	starting	NOUN
ajsts-3210	18	3	point	point	NOUN
ajsts-3210	18	4	can	can	AUX
ajsts-3210	18	5	be	be	AUX
ajsts-3210	18	6	a	a	DET
ajsts-3210	18	7	private	private	ADJ
ajsts-3210	18	8	hosting	host	VERB
ajsts-3210	18	9	environment	environment	NOUN
ajsts-3210	18	10	,	,	PUNCT
ajsts-3210	18	11	an	an	DET
ajsts-3210	18	12	on	on	ADP
ajsts-3210	18	13	-	-	PUNCT
ajsts-3210	18	14	premises	premise	NOUN
ajsts-3210	18	15	environment	environment	NOUN
ajsts-3210	18	16	,	,	PUNCT
ajsts-3210	18	17	or	or	CCONJ
ajsts-3210	18	18	another	another	DET
ajsts-3210	18	19	public	public	ADJ
ajsts-3210	18	20	cloud	cloud	NOUN
ajsts-3210	18	21	environment	environment	NOUN
ajsts-3210	18	22	.	.	PUNCT
ajsts-3210	19	1	according	accord	VERB
ajsts-3210	19	2	to	to	ADP
ajsts-3210	19	3	experts	expert	NOUN
ajsts-3210	19	4	,	,	PUNCT
ajsts-3210	19	5	artificial	artificial	ADJ
ajsts-3210	19	6	intelligence	intelligence	NOUN
ajsts-3210	19	7	,	,	PUNCT
ajsts-3210	19	8	and	and	CCONJ
ajsts-3210	19	9	the	the	DET
ajsts-3210	19	10	cloud	cloud	NOUN
ajsts-3210	19	11	blend	blend	VERB
ajsts-3210	19	12	perfectly	perfectly	ADV
ajsts-3210	19	13	in	in	ADP
ajsts-3210	19	14	a	a	DET
ajsts-3210	19	15	variety	variety	NOUN
ajsts-3210	19	16	of	of	ADP
ajsts-3210	19	17	ways	way	NOUN
ajsts-3210	19	18	,	,	PUNCT
ajsts-3210	19	19	and	and	CCONJ
ajsts-3210	19	20	artificial	artificial	ADJ
ajsts-3210	19	21	intelligence	intelligence	NOUN
ajsts-3210	19	22	might	might	AUX
ajsts-3210	19	23	just	just	ADV
ajsts-3210	19	24	be	be	AUX
ajsts-3210	19	25	the	the	DET
ajsts-3210	19	26	advanced	advanced	ADJ
ajsts-3210	19	27	technology	technology	NOUN
ajsts-3210	19	28	to	to	PART
ajsts-3210	19	29	revolutionize	revolutionize	VERB
ajsts-3210	19	30	cloud	cloud	PROPN
ajsts-3210	19	31	planning	planning	NOUN
ajsts-3210	19	32	and	and	CCONJ
ajsts-3210	19	33	migration	migration	NOUN
ajsts-3210	19	34	solutions	solution	NOUN
ajsts-3210	19	35	.	.	PUNCT
ajsts-3210	20	1	ai	ai	VERB
ajsts-3210	20	2	as	as	SCONJ
ajsts-3210	20	3	a	a	DET
ajsts-3210	20	4	service	service	NOUN
ajsts-3210	20	5	improves	improve	VERB
ajsts-3210	20	6	engenders	engender	NOUN
ajsts-3210	20	7	new	new	ADJ
ajsts-3210	20	8	paths	path	NOUN
ajsts-3210	20	9	to	to	ADP
ajsts-3210	20	10	the	the	DET
ajsts-3210	20	11	development	development	NOUN
ajsts-3210	20	12	of	of	ADP
ajsts-3210	20	13	different	different	ADJ
ajsts-3210	20	14	solutions	solution	NOUN
ajsts-3210	20	15	while	while	SCONJ
ajsts-3210	20	16	cutting	cut	VERB
ajsts-3210	20	17	the	the	DET
ajsts-3210	20	18	cost	cost	NOUN
ajsts-3210	20	19	of	of	ADP
ajsts-3210	20	20	the	the	DET
ajsts-3210	20	21	cloud	cloud	NOUN
ajsts-3210	20	22	(	(	PUNCT
ajsts-3210	20	23	soni	soni	PROPN
ajsts-3210	20	24	&	&	CCONJ
ajsts-3210	20	25	kumar	kumar	PROPN
ajsts-3210	20	26	,	,	PUNCT
ajsts-3210	20	27	2023	2023	NUM
ajsts-3210	20	28	)	)	PUNCT
ajsts-3210	20	29	.	.	PUNCT
ajsts-3210	21	1	literature	literature	PROPN
ajsts-3210	21	2	review	review	VERB
ajsts-3210	21	3	the	the	DET
ajsts-3210	21	4	blending	blending	NOUN
ajsts-3210	21	5	of	of	ADP
ajsts-3210	21	6	ai	ai	NOUN
ajsts-3210	21	7	in	in	ADP
ajsts-3210	21	8	cloud	cloud	NOUN
ajsts-3210	21	9	planning	planning	NOUN
ajsts-3210	21	10	and	and	CCONJ
ajsts-3210	21	11	migration	migration	NOUN
ajsts-3210	21	12	is	be	AUX
ajsts-3210	21	13	therefore	therefore	ADV
ajsts-3210	21	14	considered	consider	VERB
ajsts-3210	21	15	a	a	DET
ajsts-3210	21	16	pivotal	pivotal	ADJ
ajsts-3210	21	17	development	development	NOUN
ajsts-3210	21	18	in	in	ADP
ajsts-3210	21	19	cloud	cloud	NOUN
ajsts-3210	21	20	computing	computing	NOUN
ajsts-3210	21	21	.	.	PUNCT
ajsts-3210	22	1	this	this	DET
ajsts-3210	22	2	literature	literature	NOUN
ajsts-3210	22	3	review	review	NOUN
ajsts-3210	22	4	collects	collect	VERB
ajsts-3210	22	5	several	several	ADJ
ajsts-3210	22	6	existing	exist	VERB
ajsts-3210	22	7	works	work	NOUN
ajsts-3210	22	8	that	that	PRON
ajsts-3210	22	9	describe	describe	VERB
ajsts-3210	22	10	the	the	DET
ajsts-3210	22	11	use	use	NOUN
ajsts-3210	22	12	and	and	CCONJ
ajsts-3210	22	13	utility	utility	NOUN
ajsts-3210	22	14	of	of	ADP
ajsts-3210	22	15	ai	ai	VERB
ajsts-3210	22	16	in	in	ADP
ajsts-3210	22	17	this	this	DET
ajsts-3210	22	18	field	field	NOUN
ajsts-3210	22	19	,	,	PUNCT
ajsts-3210	22	20	thus	thus	ADV
ajsts-3210	22	21	giving	give	VERB
ajsts-3210	22	22	the	the	DET
ajsts-3210	22	23	reader	reader	NOUN
ajsts-3210	22	24	a	a	DET
ajsts-3210	22	25	solid	solid	ADJ
ajsts-3210	22	26	understanding	understanding	NOUN
ajsts-3210	22	27	of	of	ADP
ajsts-3210	22	28	what	what	PRON
ajsts-3210	22	29	is	be	AUX
ajsts-3210	22	30	currently	currently	ADV
ajsts-3210	22	31	being	be	AUX
ajsts-3210	22	32	done	do	VERB
ajsts-3210	22	33	in	in	ADP
ajsts-3210	22	34	the	the	DET
ajsts-3210	22	35	field	field	NOUN
ajsts-3210	22	36	.	.	PUNCT
ajsts-3210	23	1	foundational	foundational	ADJ
ajsts-3210	23	2	concepts	concept	NOUN
ajsts-3210	23	3	and	and	CCONJ
ajsts-3210	23	4	early	early	ADJ
ajsts-3210	23	5	applications	application	NOUN
ajsts-3210	23	6	the	the	DET
ajsts-3210	23	7	history	history	NOUN
ajsts-3210	23	8	of	of	ADP
ajsts-3210	23	9	ai	ai	VERB
ajsts-3210	23	10	in	in	ADP
ajsts-3210	23	11	cloud	cloud	NOUN
ajsts-3210	23	12	computing	computing	NOUN
ajsts-3210	23	13	goes	go	VERB
ajsts-3210	23	14	back	back	ADV
ajsts-3210	23	15	to	to	ADP
ajsts-3210	23	16	pa	pa	PROPN
ajsts-3210	23	17	ge	ge	PROPN
ajsts-3210	23	18	14	14	NUM
ajsts-3210	23	19	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	23	20	am	be	AUX
ajsts-3210	23	21	.	.	PUNCT
ajsts-3210	24	1	j.	j.	PROPN
ajsts-3210	24	2	smart	smart	PROPN
ajsts-3210	24	3	.	.	PUNCT
ajsts-3210	25	1	technol	technol	PROPN
ajsts-3210	25	2	.	.	PUNCT
ajsts-3210	25	3	solutions	solution	NOUN
ajsts-3210	25	4	3(2	3(2	NUM
ajsts-3210	25	5	)	)	PUNCT
ajsts-3210	25	6	13	13	NUM
ajsts-3210	25	7	-	-	SYM
ajsts-3210	25	8	24	24	NUM
ajsts-3210	25	9	,	,	PUNCT
ajsts-3210	25	10	2024	2024	NUM
ajsts-3210	25	11	efforts	effort	NOUN
ajsts-3210	25	12	that	that	PRON
ajsts-3210	25	13	sought	seek	VERB
ajsts-3210	25	14	to	to	PART
ajsts-3210	25	15	create	create	VERB
ajsts-3210	25	16	self	self	NOUN
ajsts-3210	25	17	-	-	PUNCT
ajsts-3210	25	18	contained	contain	VERB
ajsts-3210	25	19	data	data	NOUN
ajsts-3210	25	20	centers	center	NOUN
ajsts-3210	25	21	and	and	CCONJ
ajsts-3210	25	22	optimize	optimize	VERB
ajsts-3210	25	23	the	the	DET
ajsts-3210	25	24	use	use	NOUN
ajsts-3210	25	25	of	of	ADP
ajsts-3210	25	26	cloud	cloud	ADJ
ajsts-3210	25	27	resources	resource	NOUN
ajsts-3210	25	28	(	(	PUNCT
ajsts-3210	25	29	gill	gill	NOUN
ajsts-3210	25	30	et	et	NOUN
ajsts-3210	25	31	al	al	PROPN
ajsts-3210	25	32	.	.	PROPN
ajsts-3210	25	33	,	,	PUNCT
ajsts-3210	25	34	2019	2019	NUM
ajsts-3210	25	35	)	)	PUNCT
ajsts-3210	25	36	.	.	PUNCT
ajsts-3210	26	1	were	be	AUX
ajsts-3210	26	2	among	among	ADP
ajsts-3210	26	3	the	the	DET
ajsts-3210	26	4	first	first	ADJ
ajsts-3210	26	5	to	to	PART
ajsts-3210	26	6	propose	propose	VERB
ajsts-3210	26	7	the	the	DET
ajsts-3210	26	8	idea	idea	NOUN
ajsts-3210	26	9	of	of	ADP
ajsts-3210	26	10	using	use	VERB
ajsts-3210	26	11	artificial	artificial	ADJ
ajsts-3210	26	12	intelligence	intelligence	NOUN
ajsts-3210	26	13	to	to	PART
ajsts-3210	26	14	implement	implement	VERB
ajsts-3210	26	15	energy	energy	NOUN
ajsts-3210	26	16	efficient	efficient	ADJ
ajsts-3210	26	17	policies	policy	NOUN
ajsts-3210	26	18	for	for	ADP
ajsts-3210	26	19	the	the	DET
ajsts-3210	26	20	efficient	efficient	ADJ
ajsts-3210	26	21	operation	operation	NOUN
ajsts-3210	26	22	of	of	ADP
ajsts-3210	26	23	cloud	cloud	NOUN
ajsts-3210	26	24	computing	computing	NOUN
ajsts-3210	26	25	and	and	CCONJ
ajsts-3210	26	26	the	the	DET
ajsts-3210	26	27	management	management	NOUN
ajsts-3210	26	28	of	of	ADP
ajsts-3210	26	29	energy	energy	NOUN
ajsts-3210	26	30	usage	usage	NOUN
ajsts-3210	26	31	in	in	ADP
ajsts-3210	26	32	the	the	DET
ajsts-3210	26	33	data	datum	NOUN
ajsts-3210	26	34	center	center	NOUN
ajsts-3210	26	35	.	.	PUNCT
ajsts-3210	27	1	in	in	ADP
ajsts-3210	27	2	the	the	DET
ajsts-3210	27	3	same	same	ADJ
ajsts-3210	27	4	vein	vein	NOUN
ajsts-3210	27	5	,	,	PUNCT
ajsts-3210	27	6	explained	explain	VERB
ajsts-3210	27	7	how	how	SCONJ
ajsts-3210	27	8	machine	machine	NOUN
ajsts-3210	27	9	learning	learning	NOUN
ajsts-3210	27	10	could	could	AUX
ajsts-3210	27	11	be	be	AUX
ajsts-3210	27	12	used	use	VERB
ajsts-3210	27	13	in	in	ADP
ajsts-3210	27	14	predicting	predict	VERB
ajsts-3210	27	15	workload	workload	NOUN
ajsts-3210	27	16	and	and	CCONJ
ajsts-3210	27	17	moving	move	VERB
ajsts-3210	27	18	resources	resource	NOUN
ajsts-3210	27	19	that	that	PRON
ajsts-3210	27	20	form	form	VERB
ajsts-3210	27	21	the	the	DET
ajsts-3210	27	22	basis	basis	NOUN
ajsts-3210	27	23	for	for	ADP
ajsts-3210	27	24	later	later	ADJ
ajsts-3210	27	25	research	research	NOUN
ajsts-3210	27	26	and	and	CCONJ
ajsts-3210	27	27	advances	advance	NOUN
ajsts-3210	27	28	in	in	ADP
ajsts-3210	27	29	using	use	VERB
ajsts-3210	27	30	artificial	artificial	ADJ
ajsts-3210	27	31	intelligence	intelligence	NOUN
ajsts-3210	27	32	in	in	ADP
ajsts-3210	27	33	cloud	cloud	NOUN
ajsts-3210	27	34	migration	migration	NOUN
ajsts-3210	27	35	.	.	PUNCT
ajsts-3210	28	1	ai	ai	VERB
ajsts-3210	28	2	-	-	PUNCT
ajsts-3210	28	3	driven	drive	VERB
ajsts-3210	28	4	cloud	cloud	NOUN
ajsts-3210	28	5	migration	migration	NOUN
ajsts-3210	28	6	frameworks	framework	NOUN
ajsts-3210	28	7	modern	modern	ADJ
ajsts-3210	28	8	studies	study	NOUN
ajsts-3210	28	9	have	have	AUX
ajsts-3210	28	10	shifted	shift	VERB
ajsts-3210	28	11	to	to	ADP
ajsts-3210	28	12	more	more	ADV
ajsts-3210	28	13	elaborate	elaborate	ADJ
ajsts-3210	28	14	ai	ai	NOUN
ajsts-3210	28	15	models	model	NOUN
ajsts-3210	28	16	that	that	PRON
ajsts-3210	28	17	can	can	AUX
ajsts-3210	28	18	help	help	VERB
ajsts-3210	28	19	with	with	ADP
ajsts-3210	28	20	all	all	DET
ajsts-3210	28	21	stages	stage	NOUN
ajsts-3210	28	22	of	of	ADP
ajsts-3210	28	23	the	the	DET
ajsts-3210	28	24	transition	transition	NOUN
ajsts-3210	28	25	to	to	ADP
ajsts-3210	28	26	the	the	DET
ajsts-3210	28	27	cloud	cloud	NOUN
ajsts-3210	28	28	.	.	PUNCT
ajsts-3210	29	1	for	for	ADP
ajsts-3210	29	2	example	example	NOUN
ajsts-3210	29	3	,	,	PUNCT
ajsts-3210	29	4	(	(	PUNCT
ajsts-3210	29	5	bermejo	bermejo	PROPN
ajsts-3210	29	6	&	&	CCONJ
ajsts-3210	29	7	juiz	juiz	PROPN
ajsts-3210	29	8	,	,	PUNCT
ajsts-3210	29	9	2023	2023	NUM
ajsts-3210	29	10	)	)	PUNCT
ajsts-3210	29	11	put	put	VERB
ajsts-3210	29	12	forward	forward	ADV
ajsts-3210	29	13	a	a	DET
ajsts-3210	29	14	framework	framework	NOUN
ajsts-3210	29	15	which	which	PRON
ajsts-3210	29	16	combines	combine	VERB
ajsts-3210	29	17	various	various	ADJ
ajsts-3210	29	18	machine	machine	NOUN
ajsts-3210	29	19	learning	learn	VERB
ajsts-3210	29	20	algorithms	algorithm	NOUN
ajsts-3210	29	21	to	to	PART
ajsts-3210	29	22	evaluate	evaluate	VERB
ajsts-3210	29	23	and	and	CCONJ
ajsts-3210	29	24	categorize	categorize	VERB
ajsts-3210	29	25	enterprise	enterprise	NOUN
ajsts-3210	29	26	applications	application	NOUN
ajsts-3210	29	27	for	for	ADP
ajsts-3210	29	28	cloud	cloud	NOUN
ajsts-3210	29	29	migration	migration	NOUN
ajsts-3210	29	30	.	.	PUNCT
ajsts-3210	30	1	their	their	PRON
ajsts-3210	30	2	approach	approach	NOUN
ajsts-3210	30	3	does	do	AUX
ajsts-3210	30	4	not	not	PART
ajsts-3210	30	5	only	only	ADV
ajsts-3210	30	6	support	support	VERB
ajsts-3210	30	7	the	the	DET
ajsts-3210	30	8	simplification	simplification	NOUN
ajsts-3210	30	9	of	of	ADP
ajsts-3210	30	10	the	the	DET
ajsts-3210	30	11	migration	migration	NOUN
ajsts-3210	30	12	process	process	NOUN
ajsts-3210	30	13	but	but	CCONJ
ajsts-3210	30	14	also	also	ADV
ajsts-3210	30	15	support	support	VERB
ajsts-3210	30	16	decisionmaking	decisionmake	VERB
ajsts-3210	30	17	on	on	ADP
ajsts-3210	30	18	which	which	DET
ajsts-3210	30	19	application	application	NOUN
ajsts-3210	30	20	or	or	CCONJ
ajsts-3210	30	21	data	datum	NOUN
ajsts-3210	30	22	to	to	PART
ajsts-3210	30	23	migrate	migrate	VERB
ajsts-3210	30	24	based	base	VERB
ajsts-3210	30	25	on	on	ADP
ajsts-3210	30	26	usage	usage	NOUN
ajsts-3210	30	27	and	and	CCONJ
ajsts-3210	30	28	sensitivity	sensitivity	NOUN
ajsts-3210	30	29	.	.	PUNCT
ajsts-3210	31	1	automated	automate	VERB
ajsts-3210	31	2	tools	tool	NOUN
ajsts-3210	31	3	and	and	CCONJ
ajsts-3210	31	4	platforms	platform	VERB
ajsts-3210	31	5	another	another	DET
ajsts-3210	31	6	crucial	crucial	ADJ
ajsts-3210	31	7	development	development	NOUN
ajsts-3210	31	8	in	in	ADP
ajsts-3210	31	9	this	this	DET
ajsts-3210	31	10	regard	regard	NOUN
ajsts-3210	31	11	is	be	AUX
ajsts-3210	31	12	the	the	DET
ajsts-3210	31	13	emergence	emergence	NOUN
ajsts-3210	31	14	of	of	ADP
ajsts-3210	31	15	integrated	integrated	ADJ
ajsts-3210	31	16	solutions	solution	NOUN
ajsts-3210	31	17	aimed	aim	VERB
ajsts-3210	31	18	at	at	ADP
ajsts-3210	31	19	cloud	cloud	NOUN
ajsts-3210	31	20	migration	migration	NOUN
ajsts-3210	31	21	automation	automation	NOUN
ajsts-3210	31	22	with	with	ADP
ajsts-3210	31	23	the	the	DET
ajsts-3210	31	24	help	help	NOUN
ajsts-3210	31	25	of	of	ADP
ajsts-3210	31	26	artificial	artificial	ADJ
ajsts-3210	31	27	intelligence	intelligence	NOUN
ajsts-3210	31	28	.	.	PUNCT
ajsts-3210	32	1	that	that	PRON
ajsts-3210	32	2	is	be	AUX
ajsts-3210	32	3	why	why	SCONJ
ajsts-3210	32	4	one	one	NUM
ajsts-3210	32	5	of	of	ADP
ajsts-3210	32	6	the	the	DET
ajsts-3210	32	7	noteworthy	noteworthy	ADJ
ajsts-3210	32	8	works	work	NOUN
ajsts-3210	32	9	of	of	ADP
ajsts-3210	32	10	(	(	PUNCT
ajsts-3210	32	11	bian	bian	PROPN
ajsts-3210	32	12	et	et	PROPN
ajsts-3210	32	13	al	al	PROPN
ajsts-3210	32	14	.	.	PROPN
ajsts-3210	32	15	,	,	PUNCT
ajsts-3210	32	16	2022	2022	NUM
ajsts-3210	32	17	)	)	PUNCT
ajsts-3210	32	18	describes	describe	VERB
ajsts-3210	32	19	the	the	DET
ajsts-3210	32	20	development	development	NOUN
ajsts-3210	32	21	of	of	ADP
ajsts-3210	32	22	the	the	DET
ajsts-3210	32	23	aibased	aibased	ADJ
ajsts-3210	32	24	tool	tool	NOUN
ajsts-3210	32	25	that	that	PRON
ajsts-3210	32	26	helps	help	VERB
ajsts-3210	32	27	to	to	PART
ajsts-3210	32	28	evaluate	evaluate	VERB
ajsts-3210	32	29	application	application	NOUN
ajsts-3210	32	30	compatibility	compatibility	NOUN
ajsts-3210	32	31	and	and	CCONJ
ajsts-3210	32	32	the	the	DET
ajsts-3210	32	33	corresponding	corresponding	ADJ
ajsts-3210	32	34	cloud	cloud	NOUN
ajsts-3210	32	35	services	service	NOUN
ajsts-3210	32	36	,	,	PUNCT
ajsts-3210	32	37	significantly	significantly	ADV
ajsts-3210	32	38	reducing	reduce	VERB
ajsts-3210	32	39	the	the	DET
ajsts-3210	32	40	levels	level	NOUN
ajsts-3210	32	41	of	of	ADP
ajsts-3210	32	42	difficulty	difficulty	NOUN
ajsts-3210	32	43	and	and	CCONJ
ajsts-3210	32	44	the	the	DET
ajsts-3210	32	45	need	need	NOUN
ajsts-3210	32	46	for	for	ADP
ajsts-3210	32	47	specific	specific	ADJ
ajsts-3210	32	48	knowledge	knowledge	NOUN
ajsts-3210	32	49	regarding	regard	VERB
ajsts-3210	32	50	cloud	cloud	NOUN
ajsts-3210	32	51	migration	migration	NOUN
ajsts-3210	32	52	(	(	PUNCT
ajsts-3210	32	53	hassan	hassan	PROPN
ajsts-3210	32	54	et	et	PROPN
ajsts-3210	32	55	al	al	PROPN
ajsts-3210	32	56	.	.	PROPN
ajsts-3210	32	57	,	,	PUNCT
ajsts-3210	32	58	2024	2024	NUM
ajsts-3210	32	59	)	)	PUNCT
ajsts-3210	32	60	.	.	PUNCT
ajsts-3210	33	1	this	this	DET
ajsts-3210	33	2	tool	tool	NOUN
ajsts-3210	33	3	applies	apply	VERB
ajsts-3210	33	4	integrated	integrated	ADJ
ajsts-3210	33	5	analytics	analytic	NOUN
ajsts-3210	33	6	to	to	PART
ajsts-3210	33	7	predict	predict	VERB
ajsts-3210	33	8	integration	integration	NOUN
ajsts-3210	33	9	issues	issue	NOUN
ajsts-3210	33	10	and	and	CCONJ
ajsts-3210	33	11	suggest	suggest	VERB
ajsts-3210	33	12	the	the	DET
ajsts-3210	33	13	appropriate	appropriate	ADJ
ajsts-3210	33	14	cloud	cloud	NOUN
ajsts-3210	33	15	environment	environment	NOUN
ajsts-3210	33	16	based	base	VERB
ajsts-3210	33	17	on	on	ADP
ajsts-3210	33	18	the	the	DET
ajsts-3210	33	19	company	company	NOUN
ajsts-3210	33	20	’s	’s	PART
ajsts-3210	33	21	needs	need	NOUN
ajsts-3210	33	22	(	(	PUNCT
ajsts-3210	33	23	bermejo	bermejo	PROPN
ajsts-3210	33	24	&	&	CCONJ
ajsts-3210	33	25	juiz	juiz	PROPN
ajsts-3210	33	26	,	,	PUNCT
ajsts-3210	33	27	2023	2023	NUM
ajsts-3210	33	28	)	)	PUNCT
ajsts-3210	33	29	.	.	PUNCT
ajsts-3210	34	1	managing	manage	VERB
ajsts-3210	34	2	and	and	CCONJ
ajsts-3210	34	3	forecasting	forecasting	NOUN
ajsts-3210	34	4	cloud	cloud	ADJ
ajsts-3210	34	5	demand	demand	NOUN
ajsts-3210	34	6	with	with	ADP
ajsts-3210	34	7	ai	ai	PROPN
ajsts-3210	34	8	another	another	DET
ajsts-3210	34	9	area	area	NOUN
ajsts-3210	34	10	of	of	ADP
ajsts-3210	34	11	interest	interest	NOUN
ajsts-3210	34	12	is	be	AUX
ajsts-3210	34	13	the	the	DET
ajsts-3210	34	14	management	management	NOUN
ajsts-3210	34	15	and	and	CCONJ
ajsts-3210	34	16	optimization	optimization	NOUN
ajsts-3210	34	17	of	of	ADP
ajsts-3210	34	18	the	the	DET
ajsts-3210	34	19	resources	resource	NOUN
ajsts-3210	34	20	that	that	PRON
ajsts-3210	34	21	go	go	VERB
ajsts-3210	34	22	into	into	ADP
ajsts-3210	34	23	the	the	DET
ajsts-3210	34	24	cloud	cloud	NOUN
ajsts-3210	34	25	after	after	ADP
ajsts-3210	34	26	the	the	DET
ajsts-3210	34	27	migration	migration	NOUN
ajsts-3210	34	28	process	process	NOUN
ajsts-3210	34	29	.	.	PUNCT
ajsts-3210	35	1	for	for	ADP
ajsts-3210	35	2	instance	instance	NOUN
ajsts-3210	35	3	,	,	PUNCT
ajsts-3210	35	4	dynamic	dynamic	ADJ
ajsts-3210	35	5	resource	resource	NOUN
ajsts-3210	35	6	allocation	allocation	NOUN
ajsts-3210	35	7	was	be	AUX
ajsts-3210	35	8	assessed	assess	VERB
ajsts-3210	35	9	by	by	ADP
ajsts-3210	35	10	(	(	PUNCT
ajsts-3210	35	11	tuli	tuli	X
ajsts-3210	35	12	et	et	PROPN
ajsts-3210	35	13	al	al	PROPN
ajsts-3210	35	14	.	.	PROPN
ajsts-3210	35	15	,	,	PUNCT
ajsts-3210	35	16	2022	2022	NUM
ajsts-3210	35	17	)	)	PUNCT
ajsts-3210	35	18	for	for	ADP
ajsts-3210	35	19	the	the	DET
ajsts-3210	35	20	purpose	purpose	NOUN
ajsts-3210	35	21	of	of	ADP
ajsts-3210	35	22	adjusting	adjust	VERB
ajsts-3210	35	23	resource	resource	NOUN
ajsts-3210	35	24	utilization	utilization	NOUN
ajsts-3210	35	25	in	in	ADP
ajsts-3210	35	26	different	different	ADJ
ajsts-3210	35	27	applications	application	NOUN
ajsts-3210	35	28	based	base	VERB
ajsts-3210	35	29	on	on	ADP
ajsts-3210	35	30	real	real	ADJ
ajsts-3210	35	31	-	-	PUNCT
ajsts-3210	35	32	time	time	NOUN
ajsts-3210	35	33	requirements	requirement	NOUN
ajsts-3210	35	34	.	.	PUNCT
ajsts-3210	36	1	this	this	PRON
ajsts-3210	36	2	,	,	PUNCT
ajsts-3210	36	3	in	in	ADP
ajsts-3210	36	4	turn	turn	NOUN
ajsts-3210	36	5	,	,	PUNCT
ajsts-3210	36	6	not	not	PART
ajsts-3210	36	7	only	only	ADV
ajsts-3210	36	8	increases	increase	VERB
ajsts-3210	36	9	the	the	DET
ajsts-3210	36	10	performance	performance	NOUN
ajsts-3210	36	11	and	and	CCONJ
ajsts-3210	36	12	longevity	longevity	NOUN
ajsts-3210	36	13	of	of	ADP
ajsts-3210	36	14	the	the	DET
ajsts-3210	36	15	cloud	cloud	NOUN
ajsts-3210	36	16	services	service	NOUN
ajsts-3210	36	17	provided	provide	VERB
ajsts-3210	36	18	but	but	CCONJ
ajsts-3210	36	19	also	also	ADV
ajsts-3210	36	20	cuts	cut	VERB
ajsts-3210	36	21	down	down	ADP
ajsts-3210	36	22	on	on	ADP
ajsts-3210	36	23	general	general	ADJ
ajsts-3210	36	24	costs	cost	NOUN
ajsts-3210	36	25	for	for	ADP
ajsts-3210	36	26	over	over	ADV
ajsts-3210	36	27	-	-	PUNCT
ajsts-3210	36	28	provisioning	provision	VERB
ajsts-3210	36	29	or	or	CCONJ
ajsts-3210	36	30	under	under	ADV
ajsts-3210	36	31	-	-	PUNCT
ajsts-3210	36	32	provisioning	provision	VERB
ajsts-3210	36	33	(	(	PUNCT
ajsts-3210	36	34	nagasundaram	nagasundaram	NOUN
ajsts-3210	36	35	et	et	PROPN
ajsts-3210	36	36	al	al	PROPN
ajsts-3210	36	37	.	.	PROPN
ajsts-3210	36	38	,	,	PUNCT
ajsts-3210	36	39	2023	2023	NUM
ajsts-3210	36	40	)	)	PUNCT
ajsts-3210	36	41	.	.	PUNCT
ajsts-3210	37	1	meaning	meaning	NOUN
ajsts-3210	37	2	,	,	PUNCT
ajsts-3210	37	3	scope	scope	NOUN
ajsts-3210	37	4	and	and	CCONJ
ajsts-3210	37	5	importance	importance	NOUN
ajsts-3210	37	6	of	of	ADP
ajsts-3210	37	7	performance	performance	NOUN
ajsts-3210	37	8	improvement	improvement	NOUN
ajsts-3210	37	9	and	and	CCONJ
ajsts-3210	37	10	cost	cost	NOUN
ajsts-3210	37	11	reduction	reduction	NOUN
ajsts-3210	37	12	ai	ai	VERB
ajsts-3210	37	13	is	be	AUX
ajsts-3210	37	14	utilized	utilize	VERB
ajsts-3210	37	15	in	in	ADP
ajsts-3210	37	16	cloud	cloud	NOUN
ajsts-3210	37	17	planning	planning	NOUN
ajsts-3210	37	18	mostly	mostly	ADV
ajsts-3210	37	19	because	because	SCONJ
ajsts-3210	37	20	of	of	ADP
ajsts-3210	37	21	better	well	ADJ
ajsts-3210	37	22	performance	performance	NOUN
ajsts-3210	37	23	and	and	CCONJ
ajsts-3210	37	24	cost	cost	NOUN
ajsts-3210	37	25	that	that	PRON
ajsts-3210	37	26	can	can	AUX
ajsts-3210	37	27	be	be	AUX
ajsts-3210	37	28	achieved	achieve	VERB
ajsts-3210	37	29	in	in	ADP
ajsts-3210	37	30	performing	perform	VERB
ajsts-3210	37	31	such	such	DET
ajsts-3210	37	32	a	a	DET
ajsts-3210	37	33	function	function	NOUN
ajsts-3210	37	34	.	.	PUNCT
ajsts-3210	38	1	another	another	DET
ajsts-3210	38	2	research	research	NOUN
ajsts-3210	38	3	done	do	VERB
ajsts-3210	38	4	by	by	ADP
ajsts-3210	38	5	(	(	PUNCT
ajsts-3210	38	6	junaid	junaid	PROPN
ajsts-3210	38	7	et	et	PROPN
ajsts-3210	38	8	al	al	PROPN
ajsts-3210	38	9	.	.	PROPN
ajsts-3210	38	10	,	,	PUNCT
ajsts-3210	38	11	2021	2021	NUM
ajsts-3210	38	12	)	)	PUNCT
ajsts-3210	38	13	discovered	discover	VERB
ajsts-3210	38	14	that	that	SCONJ
ajsts-3210	38	15	ai	ai	VERB
ajsts-3210	38	16	facilitated	facilitate	VERB
ajsts-3210	38	17	systems	system	NOUN
ajsts-3210	38	18	can	can	AUX
ajsts-3210	38	19	reduce	reduce	VERB
ajsts-3210	38	20	cloud	cloud	NOUN
ajsts-3210	38	21	migration	migration	NOUN
ajsts-3210	38	22	costs	cost	NOUN
ajsts-3210	38	23	by	by	ADP
ajsts-3210	38	24	one	one	NUM
ajsts-3210	38	25	-	-	PUNCT
ajsts-3210	38	26	third	third	NOUN
ajsts-3210	38	27	since	since	SCONJ
ajsts-3210	38	28	it	it	PRON
ajsts-3210	38	29	optimizes	optimize	VERB
ajsts-3210	38	30	resource	resource	NOUN
ajsts-3210	38	31	usage	usage	NOUN
ajsts-3210	38	32	and	and	CCONJ
ajsts-3210	38	33	coordinates	coordinate	VERB
ajsts-3210	38	34	the	the	DET
ajsts-3210	38	35	movement	movement	NOUN
ajsts-3210	38	36	of	of	ADP
ajsts-3210	38	37	data	datum	NOUN
ajsts-3210	38	38	.	.	PUNCT
ajsts-3210	39	1	they	they	PRON
ajsts-3210	39	2	also	also	ADV
ajsts-3210	39	3	showed	show	VERB
ajsts-3210	39	4	how	how	SCONJ
ajsts-3210	39	5	through	through	ADP
ajsts-3210	39	6	machine	machine	NOUN
ajsts-3210	39	7	learning	learn	VERB
ajsts-3210	39	8	the	the	DET
ajsts-3210	39	9	migrated	migrate	VERB
ajsts-3210	39	10	applications	application	NOUN
ajsts-3210	39	11	could	could	AUX
ajsts-3210	39	12	further	far	ADV
ajsts-3210	39	13	enhance	enhance	VERB
ajsts-3210	39	14	their	their	PRON
ajsts-3210	39	15	performance	performance	NOUN
ajsts-3210	39	16	for	for	ADP
ajsts-3210	39	17	continuous	continuous	ADJ
ajsts-3210	39	18	workloads	workload	NOUN
ajsts-3210	39	19	and	and	CCONJ
ajsts-3210	39	20	different	different	ADJ
ajsts-3210	39	21	environments	environment	NOUN
ajsts-3210	39	22	(	(	PUNCT
ajsts-3210	39	23	matthew	matthew	PROPN
ajsts-3210	39	24	et	et	PROPN
ajsts-3210	39	25	al	al	PROPN
ajsts-3210	39	26	.	.	PROPN
ajsts-3210	39	27	,	,	PUNCT
ajsts-3210	39	28	2023	2023	NUM
ajsts-3210	39	29	)	)	PUNCT
ajsts-3210	39	30	.	.	PUNCT
ajsts-3210	40	1	security	security	NOUN
ajsts-3210	40	2	concerns	concern	NOUN
ajsts-3210	40	3	arising	arise	VERB
ajsts-3210	40	4	from	from	ADP
ajsts-3210	40	5	the	the	DET
ajsts-3210	40	6	use	use	NOUN
ajsts-3210	40	7	of	of	ADP
ajsts-3210	40	8	ai	ai	VERB
ajsts-3210	40	9	in	in	ADP
ajsts-3210	40	10	cloud	cloud	NOUN
ajsts-3210	40	11	migration	migration	NOUN
ajsts-3210	40	12	security	security	NOUN
ajsts-3210	40	13	ranks	rank	VERB
ajsts-3210	40	14	high	high	ADJ
ajsts-3210	40	15	when	when	SCONJ
ajsts-3210	40	16	it	it	PRON
ajsts-3210	40	17	comes	come	VERB
ajsts-3210	40	18	to	to	ADP
ajsts-3210	40	19	cloud	cloud	NOUN
ajsts-3210	40	20	computing	computing	NOUN
ajsts-3210	40	21	,	,	PUNCT
ajsts-3210	40	22	and	and	CCONJ
ajsts-3210	40	23	ai	ai	PROPN
ajsts-3210	40	24	has	have	AUX
ajsts-3210	40	25	come	come	VERB
ajsts-3210	40	26	in	in	ADP
ajsts-3210	40	27	handy	handy	ADJ
ajsts-3210	40	28	when	when	SCONJ
ajsts-3210	40	29	dealing	deal	VERB
ajsts-3210	40	30	with	with	ADP
ajsts-3210	40	31	the	the	DET
ajsts-3210	40	32	issue	issue	NOUN
ajsts-3210	40	33	.	.	PUNCT
ajsts-3210	41	1	they	they	PRON
ajsts-3210	41	2	are	be	AUX
ajsts-3210	41	3	(	(	PUNCT
ajsts-3210	41	4	hassan	hassan	PROPN
ajsts-3210	41	5	et	et	PROPN
ajsts-3210	41	6	al	al	PROPN
ajsts-3210	41	7	.	.	PROPN
ajsts-3210	41	8	,	,	PUNCT
ajsts-3210	41	9	2024	2024	NUM
ajsts-3210	41	10	)	)	PUNCT
ajsts-3210	41	11	who	who	PRON
ajsts-3210	41	12	expounded	expound	VERB
ajsts-3210	41	13	on	on	ADP
ajsts-3210	41	14	the	the	DET
ajsts-3210	41	15	way	way	NOUN
ajsts-3210	41	16	ai	ai	VERB
ajsts-3210	41	17	enhances	enhance	NOUN
ajsts-3210	41	18	the	the	DET
ajsts-3210	41	19	security	security	NOUN
ajsts-3210	41	20	solutions	solution	NOUN
ajsts-3210	41	21	during	during	ADP
ajsts-3210	41	22	the	the	DET
ajsts-3210	41	23	migration	migration	NOUN
ajsts-3210	41	24	process	process	NOUN
ajsts-3210	41	25	through	through	ADP
ajsts-3210	41	26	the	the	DET
ajsts-3210	41	27	assessment	assessment	NOUN
ajsts-3210	41	28	of	of	ADP
ajsts-3210	41	29	the	the	DET
ajsts-3210	41	30	potential	potential	ADJ
ajsts-3210	41	31	security	security	NOUN
ajsts-3210	41	32	occurrences	occurrence	NOUN
ajsts-3210	41	33	and	and	CCONJ
ajsts-3210	41	34	their	their	PRON
ajsts-3210	41	35	prevention	prevention	NOUN
ajsts-3210	41	36	while	while	SCONJ
ajsts-3210	41	37	in	in	ADP
ajsts-3210	41	38	the	the	DET
ajsts-3210	41	39	process	process	NOUN
ajsts-3210	41	40	.	.	PUNCT
ajsts-3210	42	1	it	it	PRON
ajsts-3210	42	2	also	also	ADV
ajsts-3210	42	3	showcased	showcase	VERB
ajsts-3210	42	4	their	their	PRON
ajsts-3210	42	5	work	work	NOUN
ajsts-3210	42	6	on	on	ADP
ajsts-3210	42	7	how	how	SCONJ
ajsts-3210	42	8	ai	ai	AUX
ajsts-3210	42	9	could	could	AUX
ajsts-3210	42	10	assist	assist	VERB
ajsts-3210	42	11	in	in	ADP
ajsts-3210	42	12	verifying	verify	VERB
ajsts-3210	42	13	the	the	DET
ajsts-3210	42	14	authenticity	authenticity	NOUN
ajsts-3210	42	15	and	and	CCONJ
ajsts-3210	42	16	integrity	integrity	NOUN
ajsts-3210	42	17	of	of	ADP
ajsts-3210	42	18	data	datum	NOUN
ajsts-3210	42	19	,	,	PUNCT
ajsts-3210	42	20	as	as	ADV
ajsts-3210	42	21	well	well	ADV
ajsts-3210	42	22	as	as	ADP
ajsts-3210	42	23	its	its	PRON
ajsts-3210	42	24	information	information	NOUN
ajsts-3210	42	25	content	content	NOUN
ajsts-3210	42	26	,	,	PUNCT
ajsts-3210	42	27	both	both	PRON
ajsts-3210	42	28	preand	preand	VERB
ajsts-3210	42	29	post	post	ADJ
ajsts-3210	42	30	-	-	NOUN
ajsts-3210	42	31	migration	migration	NOUN
ajsts-3210	42	32	to	to	ADP
ajsts-3210	42	33	the	the	DET
ajsts-3210	42	34	cloud	cloud	NOUN
ajsts-3210	42	35	environment	environment	NOUN
ajsts-3210	42	36	(	(	PUNCT
ajsts-3210	42	37	nayak	nayak	PROPN
ajsts-3210	42	38	et	et	PROPN
ajsts-3210	42	39	al	al	PROPN
ajsts-3210	42	40	.	.	PROPN
ajsts-3210	42	41	,	,	PUNCT
ajsts-3210	42	42	2024	2024	NUM
ajsts-3210	42	43	)	)	PUNCT
ajsts-3210	42	44	.	.	PUNCT
ajsts-3210	43	1	future	future	ADJ
ajsts-3210	43	2	directions	direction	NOUN
ajsts-3210	43	3	and	and	CCONJ
ajsts-3210	43	4	challenges	challenge	NOUN
ajsts-3210	43	5	looking	look	VERB
ajsts-3210	43	6	forward	forward	ADV
ajsts-3210	43	7	,	,	PUNCT
ajsts-3210	43	8	the	the	DET
ajsts-3210	43	9	research	research	NOUN
ajsts-3210	43	10	community	community	NOUN
ajsts-3210	43	11	is	be	AUX
ajsts-3210	43	12	gradually	gradually	ADV
ajsts-3210	43	13	broadening	broaden	VERB
ajsts-3210	43	14	the	the	DET
ajsts-3210	43	15	ai	ai	NOUN
ajsts-3210	43	16	scope	scope	NOUN
ajsts-3210	43	17	for	for	ADP
ajsts-3210	43	18	even	even	ADV
ajsts-3210	43	19	more	more	ADV
ajsts-3210	43	20	complex	complex	ADJ
ajsts-3210	43	21	operations	operation	NOUN
ajsts-3210	43	22	in	in	ADP
ajsts-3210	43	23	cloud	cloud	NOUN
ajsts-3210	43	24	orchestration	orchestration	NOUN
ajsts-3210	43	25	such	such	ADJ
ajsts-3210	43	26	as	as	ADP
ajsts-3210	43	27	dr	dr	PROPN
ajsts-3210	43	28	and	and	CCONJ
ajsts-3210	43	29	mcc	mcc	PROPN
ajsts-3210	43	30	.	.	PUNCT
ajsts-3210	44	1	however	however	ADV
ajsts-3210	44	2	,	,	PUNCT
ajsts-3210	44	3	some	some	PRON
ajsts-3210	44	4	of	of	ADP
ajsts-3210	44	5	the	the	DET
ajsts-3210	44	6	challenges	challenge	NOUN
ajsts-3210	44	7	that	that	PRON
ajsts-3210	44	8	have	have	AUX
ajsts-3210	44	9	not	not	PART
ajsts-3210	44	10	been	be	AUX
ajsts-3210	44	11	resolved	resolve	VERB
ajsts-3210	44	12	include	include	VERB
ajsts-3210	44	13	privacy	privacy	NOUN
ajsts-3210	44	14	and	and	CCONJ
ajsts-3210	44	15	protection	protection	NOUN
ajsts-3210	44	16	of	of	ADP
ajsts-3210	44	17	data	datum	NOUN
ajsts-3210	44	18	,	,	PUNCT
ajsts-3210	44	19	challenges	challenge	NOUN
ajsts-3210	44	20	in	in	ADP
ajsts-3210	44	21	training	training	NOUN
ajsts-3210	44	22	of	of	ADP
ajsts-3210	44	23	deep	deep	ADJ
ajsts-3210	44	24	artificial	artificial	ADJ
ajsts-3210	44	25	intelligence	intelligence	NOUN
ajsts-3210	44	26	models	model	NOUN
ajsts-3210	44	27	,	,	PUNCT
ajsts-3210	44	28	and	and	CCONJ
ajsts-3210	44	29	varying	vary	VERB
ajsts-3210	44	30	requirement	requirement	NOUN
ajsts-3210	44	31	by	by	ADP
ajsts-3210	44	32	organizations	organization	NOUN
ajsts-3210	44	33	(	(	PUNCT
ajsts-3210	44	34	nagy	nagy	PROPN
ajsts-3210	44	35	et	et	PROPN
ajsts-3210	44	36	al	al	PROPN
ajsts-3210	44	37	.	.	PROPN
ajsts-3210	44	38	,	,	PUNCT
ajsts-3210	44	39	2023	2023	NUM
ajsts-3210	44	40	)	)	PUNCT
ajsts-3210	44	41	.	.	PUNCT
ajsts-3210	45	1	methodology	methodology	NOUN
ajsts-3210	45	2	cloud	cloud	NOUN
ajsts-3210	45	3	migration	migration	NOUN
ajsts-3210	45	4	technologies	technology	NOUN
ajsts-3210	45	5	,	,	PUNCT
ajsts-3210	45	6	artificial	artificial	ADJ
ajsts-3210	45	7	intelligence	intelligence	NOUN
ajsts-3210	45	8	and	and	CCONJ
ajsts-3210	45	9	algorithms	algorithm	NOUN
ajsts-3210	45	10	in	in	ADP
ajsts-3210	45	11	the	the	DET
ajsts-3210	45	12	case	case	NOUN
ajsts-3210	45	13	of	of	ADP
ajsts-3210	45	14	utilizing	utilize	VERB
ajsts-3210	45	15	ai	ai	VERB
ajsts-3210	45	16	in	in	ADP
ajsts-3210	45	17	the	the	DET
ajsts-3210	45	18	process	process	NOUN
ajsts-3210	45	19	of	of	ADP
ajsts-3210	45	20	cloud	cloud	NOUN
ajsts-3210	45	21	migration	migration	NOUN
ajsts-3210	45	22	,	,	PUNCT
ajsts-3210	45	23	it	it	PRON
ajsts-3210	45	24	is	be	AUX
ajsts-3210	45	25	crucial	crucial	ADJ
ajsts-3210	45	26	to	to	PART
ajsts-3210	45	27	understand	understand	VERB
ajsts-3210	45	28	that	that	SCONJ
ajsts-3210	45	29	ai	ai	VERB
ajsts-3210	45	30	must	must	AUX
ajsts-3210	45	31	be	be	AUX
ajsts-3210	45	32	equally	equally	ADV
ajsts-3210	45	33	reasonable	reasonable	ADJ
ajsts-3210	45	34	and	and	CCONJ
ajsts-3210	45	35	multifaceted	multifaceted	ADJ
ajsts-3210	45	36	,	,	PUNCT
ajsts-3210	45	37	with	with	ADP
ajsts-3210	45	38	the	the	DET
ajsts-3210	45	39	choice	choice	NOUN
ajsts-3210	45	40	of	of	ADP
ajsts-3210	45	41	ai	ai	ADJ
ajsts-3210	45	42	tools	tool	NOUN
ajsts-3210	45	43	,	,	PUNCT
ajsts-3210	45	44	identification	identification	NOUN
ajsts-3210	45	45	of	of	ADP
ajsts-3210	45	46	the	the	DET
ajsts-3210	45	47	sources	source	NOUN
ajsts-3210	45	48	of	of	ADP
ajsts-3210	45	49	data	datum	NOUN
ajsts-3210	45	50	,	,	PUNCT
ajsts-3210	45	51	and	and	CCONJ
ajsts-3210	45	52	a	a	DET
ajsts-3210	45	53	list	list	NOUN
ajsts-3210	45	54	of	of	ADP
ajsts-3210	45	55	procedures	procedure	NOUN
ajsts-3210	45	56	for	for	ADP
ajsts-3210	45	57	implementation	implementation	NOUN
ajsts-3210	45	58	of	of	ADP
ajsts-3210	45	59	ai	ai	ADJ
ajsts-3210	45	60	tools	tool	NOUN
ajsts-3210	45	61	.	.	PUNCT
ajsts-3210	46	1	this	this	DET
ajsts-3210	46	2	approach	approach	NOUN
ajsts-3210	46	3	is	be	AUX
ajsts-3210	46	4	meant	mean	VERB
ajsts-3210	46	5	to	to	PART
ajsts-3210	46	6	improve	improve	VERB
ajsts-3210	46	7	the	the	DET
ajsts-3210	46	8	speed	speed	NOUN
ajsts-3210	46	9	of	of	ADP
ajsts-3210	46	10	the	the	DET
ajsts-3210	46	11	migration	migration	NOUN
ajsts-3210	46	12	process	process	NOUN
ajsts-3210	46	13	by	by	ADP
ajsts-3210	46	14	adopting	adopt	VERB
ajsts-3210	46	15	automation	automation	NOUN
ajsts-3210	46	16	and	and	CCONJ
ajsts-3210	46	17	optimization	optimization	NOUN
ajsts-3210	46	18	.	.	PUNCT
ajsts-3210	47	1	a	a	DET
ajsts-3210	47	2	significant	significant	ADJ
ajsts-3210	47	3	technology	technology	NOUN
ajsts-3210	47	4	supported	support	VERB
ajsts-3210	47	5	by	by	ADP
ajsts-3210	47	6	the	the	DET
ajsts-3210	47	7	methodology	methodology	NOUN
ajsts-3210	47	8	is	be	AUX
ajsts-3210	47	9	a	a	DET
ajsts-3210	47	10	set	set	NOUN
ajsts-3210	47	11	of	of	ADP
ajsts-3210	47	12	machine	machine	NOUN
ajsts-3210	47	13	learning	learn	VERB
ajsts-3210	47	14	techniques	technique	NOUN
ajsts-3210	47	15	such	such	ADJ
ajsts-3210	47	16	as	as	ADP
ajsts-3210	47	17	decision	decision	NOUN
ajsts-3210	47	18	trees	tree	NOUN
ajsts-3210	47	19	and	and	CCONJ
ajsts-3210	47	20	random	random	ADJ
ajsts-3210	47	21	forests	forest	NOUN
ajsts-3210	47	22	for	for	ADP
ajsts-3210	47	23	classification	classification	NOUN
ajsts-3210	47	24	of	of	ADP
ajsts-3210	47	25	applications	application	NOUN
ajsts-3210	47	26	according	accord	VERB
ajsts-3210	47	27	to	to	ADP
ajsts-3210	47	28	the	the	DET
ajsts-3210	47	29	perspective	perspective	NOUN
ajsts-3210	47	30	on	on	ADP
ajsts-3210	47	31	cloud	cloud	NOUN
ajsts-3210	47	32	aspects	aspect	NOUN
ajsts-3210	47	33	such	such	ADJ
ajsts-3210	47	34	as	as	ADP
ajsts-3210	47	35	dependencies	dependency	NOUN
ajsts-3210	47	36	,	,	PUNCT
ajsts-3210	47	37	resources	resource	NOUN
ajsts-3210	47	38	,	,	PUNCT
ajsts-3210	47	39	and	and	CCONJ
ajsts-3210	47	40	security	security	NOUN
ajsts-3210	47	41	(	(	PUNCT
ajsts-3210	47	42	joloudari	joloudari	PROPN
ajsts-3210	47	43	et	et	PROPN
ajsts-3210	47	44	al	al	PROPN
ajsts-3210	47	45	.	.	PROPN
ajsts-3210	47	46	,	,	PUNCT
ajsts-3210	47	47	2022	2022	NUM
ajsts-3210	47	48	)	)	PUNCT
ajsts-3210	47	49	.	.	PUNCT
ajsts-3210	48	1	workload	workload	NOUN
ajsts-3210	48	2	prediction	prediction	NOUN
ajsts-3210	48	3	is	be	AUX
ajsts-3210	48	4	made	make	VERB
ajsts-3210	48	5	using	use	VERB
ajsts-3210	48	6	neural	neural	ADJ
ajsts-3210	48	7	networks	network	NOUN
ajsts-3210	48	8	,	,	PUNCT
ajsts-3210	48	9	which	which	PRON
ajsts-3210	48	10	is	be	AUX
ajsts-3210	48	11	of	of	ADP
ajsts-3210	48	12	great	great	ADJ
ajsts-3210	48	13	importance	importance	NOUN
ajsts-3210	48	14	in	in	ADP
ajsts-3210	48	15	determining	determine	VERB
ajsts-3210	48	16	the	the	DET
ajsts-3210	48	17	most	most	ADV
ajsts-3210	48	18	appropriate	appropriate	ADJ
ajsts-3210	48	19	time	time	NOUN
ajsts-3210	48	20	for	for	ADP
ajsts-3210	48	21	a	a	DET
ajsts-3210	48	22	change	change	NOUN
ajsts-3210	48	23	of	of	ADP
ajsts-3210	48	24	resource	resource	NOUN
ajsts-3210	48	25	allocation	allocation	NOUN
ajsts-3210	48	26	after	after	ADP
ajsts-3210	48	27	the	the	DET
ajsts-3210	48	28	migration	migration	NOUN
ajsts-3210	48	29	.	.	PUNCT
ajsts-3210	49	1	also	also	ADV
ajsts-3210	49	2	,	,	PUNCT
ajsts-3210	49	3	the	the	DET
ajsts-3210	49	4	workloads	workload	NOUN
ajsts-3210	49	5	and	and	CCONJ
ajsts-3210	49	6	data	datum	NOUN
ajsts-3210	49	7	types	type	NOUN
ajsts-3210	49	8	are	be	AUX
ajsts-3210	49	9	divided	divide	VERB
ajsts-3210	49	10	using	use	VERB
ajsts-3210	49	11	clustering	clustering	ADJ
ajsts-3210	49	12	algorithms	algorithm	NOUN
ajsts-3210	49	13	such	such	ADJ
ajsts-3210	49	14	as	as	ADP
ajsts-3210	49	15	k	k	NOUN
ajsts-3210	49	16	-	-	PUNCT
ajsts-3210	49	17	means	mean	NOUN
ajsts-3210	49	18	,	,	PUNCT
ajsts-3210	49	19	dbscan	dbscan	NOUN
ajsts-3210	49	20	to	to	PART
ajsts-3210	49	21	facilitate	facilitate	VERB
ajsts-3210	49	22	their	their	PRON
ajsts-3210	49	23	migration	migration	NOUN
ajsts-3210	49	24	.	.	PUNCT
ajsts-3210	50	1	nlp	nlp	NOUN
ajsts-3210	50	2	is	be	AUX
ajsts-3210	50	3	applied	apply	VERB
ajsts-3210	50	4	for	for	ADP
ajsts-3210	50	5	extracting	extract	VERB
ajsts-3210	50	6	vital	vital	ADJ
ajsts-3210	50	7	information	information	NOUN
ajsts-3210	50	8	from	from	ADP
ajsts-3210	50	9	the	the	DET
ajsts-3210	50	10	current	current	ADJ
ajsts-3210	50	11	it	it	PRON
ajsts-3210	50	12	system	system	NOUN
ajsts-3210	50	13	documentation	documentation	NOUN
ajsts-3210	50	14	and	and	CCONJ
ajsts-3210	50	15	logs	log	NOUN
ajsts-3210	50	16	,	,	PUNCT
ajsts-3210	50	17	while	while	SCONJ
ajsts-3210	50	18	rl	rl	PROPN
ajsts-3210	50	19	is	be	AUX
ajsts-3210	50	20	applied	apply	VERB
ajsts-3210	50	21	for	for	ADP
ajsts-3210	50	22	fine	fine	ADJ
ajsts-3210	50	23	tuning	tuning	NOUN
ajsts-3210	50	24	of	of	ADP
ajsts-3210	50	25	the	the	DET
ajsts-3210	50	26	migration	migration	NOUN
ajsts-3210	50	27	process	process	NOUN
ajsts-3210	50	28	based	base	VERB
ajsts-3210	50	29	on	on	ADP
ajsts-3210	50	30	information	information	NOUN
ajsts-3210	50	31	obtained	obtain	VERB
ajsts-3210	50	32	from	from	ADP
ajsts-3210	50	33	previous	previous	ADJ
ajsts-3210	50	34	migrations	migration	NOUN
ajsts-3210	50	35	(	(	PUNCT
ajsts-3210	50	36	kumar	kumar	PROPN
ajsts-3210	50	37	et	et	PROPN
ajsts-3210	50	38	al	al	PROPN
ajsts-3210	50	39	.	.	PROPN
ajsts-3210	50	40	,	,	PUNCT
ajsts-3210	50	41	2022	2022	NUM
ajsts-3210	50	42	)	)	PUNCT
ajsts-3210	50	43	.	.	PUNCT
ajsts-3210	51	1	some	some	PRON
ajsts-3210	51	2	of	of	ADP
ajsts-3210	51	3	the	the	DET
ajsts-3210	51	4	key	key	ADJ
ajsts-3210	51	5	data	datum	NOUN
ajsts-3210	51	6	sources	source	NOUN
ajsts-3210	51	7	used	use	VERB
ajsts-3210	51	8	for	for	ADP
ajsts-3210	51	9	this	this	DET
ajsts-3210	51	10	approach	approach	NOUN
ajsts-3210	51	11	are	be	AUX
ajsts-3210	51	12	historical	historical	ADJ
ajsts-3210	51	13	workload	workload	NOUN
ajsts-3210	51	14	data	datum	NOUN
ajsts-3210	51	15	that	that	PRON
ajsts-3210	51	16	gives	give	VERB
ajsts-3210	51	17	information	information	NOUN
ajsts-3210	51	18	on	on	ADP
ajsts-3210	51	19	cpu	cpu	NOUN
ajsts-3210	51	20	usage	usage	NOUN
ajsts-3210	51	21	,	,	PUNCT
ajsts-3210	51	22	memory	memory	NOUN
ajsts-3210	51	23	requirements	requirement	NOUN
ajsts-3210	51	24	,	,	PUNCT
ajsts-3210	51	25	and	and	CCONJ
ajsts-3210	51	26	other	other	ADJ
ajsts-3210	51	27	system	system	NOUN
ajsts-3210	51	28	performance	performance	NOUN
ajsts-3210	51	29	parameters	parameter	NOUN
ajsts-3210	51	30	.	.	PUNCT
ajsts-3210	52	1	application	application	NOUN
ajsts-3210	52	2	and	and	CCONJ
ajsts-3210	52	3	infrastructure	infrastructure	NOUN
ajsts-3210	52	4	metadata	metadata	NOUN
ajsts-3210	52	5	provide	provide	VERB
ajsts-3210	52	6	information	information	NOUN
ajsts-3210	52	7	about	about	ADP
ajsts-3210	52	8	the	the	DET
ajsts-3210	52	9	applications	application	NOUN
ajsts-3210	52	10	’	'	PUNCT
ajsts-3210	52	11	pa	pa	PROPN
ajsts-3210	52	12	ge	ge	PROPN
ajsts-3210	52	13	15	15	NUM
ajsts-3210	52	14	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	52	15	am	be	AUX
ajsts-3210	52	16	.	.	PUNCT
ajsts-3210	53	1	j.	j.	PROPN
ajsts-3210	53	2	smart	smart	PROPN
ajsts-3210	53	3	.	.	PUNCT
ajsts-3210	54	1	technol	technol	PROPN
ajsts-3210	54	2	.	.	PUNCT
ajsts-3210	54	3	solutions	solution	NOUN
ajsts-3210	54	4	3(2	3(2	NUM
ajsts-3210	54	5	)	)	PUNCT
ajsts-3210	54	6	13	13	NUM
ajsts-3210	54	7	-	-	SYM
ajsts-3210	54	8	24	24	NUM
ajsts-3210	54	9	,	,	PUNCT
ajsts-3210	54	10	2024	2024	NUM
ajsts-3210	54	11	architecture	architecture	NOUN
ajsts-3210	54	12	as	as	ADV
ajsts-3210	54	13	well	well	ADV
ajsts-3210	54	14	as	as	ADP
ajsts-3210	54	15	its	its	PRON
ajsts-3210	54	16	dependencies	dependency	NOUN
ajsts-3210	54	17	which	which	PRON
ajsts-3210	54	18	are	be	AUX
ajsts-3210	54	19	vital	vital	ADJ
ajsts-3210	54	20	to	to	PART
ajsts-3210	54	21	define	define	VERB
ajsts-3210	54	22	the	the	DET
ajsts-3210	54	23	migration	migration	NOUN
ajsts-3210	54	24	strategy	strategy	NOUN
ajsts-3210	54	25	(	(	PUNCT
ajsts-3210	54	26	matthew	matthew	PROPN
ajsts-3210	54	27	et	et	PROPN
ajsts-3210	54	28	al	al	PROPN
ajsts-3210	54	29	.	.	PROPN
ajsts-3210	54	30	,	,	PUNCT
ajsts-3210	54	31	2023	2023	NUM
ajsts-3210	54	32	)	)	PUNCT
ajsts-3210	54	33	.	.	PUNCT
ajsts-3210	55	1	it	it	PRON
ajsts-3210	55	2	is	be	AUX
ajsts-3210	55	3	also	also	ADV
ajsts-3210	55	4	used	use	VERB
ajsts-3210	55	5	during	during	ADP
ajsts-3210	55	6	and	and	CCONJ
ajsts-3210	55	7	after	after	ADP
ajsts-3210	55	8	migration	migration	NOUN
ajsts-3210	55	9	to	to	PART
ajsts-3210	55	10	monitor	monitor	VERB
ajsts-3210	55	11	the	the	DET
ajsts-3210	55	12	actual	actual	ADJ
ajsts-3210	55	13	usage	usage	NOUN
ajsts-3210	55	14	of	of	ADP
ajsts-3210	55	15	resources	resource	NOUN
ajsts-3210	55	16	for	for	ADP
ajsts-3210	55	17	performance	performance	NOUN
ajsts-3210	55	18	and	and	CCONJ
ajsts-3210	55	19	cost	cost	NOUN
ajsts-3210	55	20	optimization	optimization	NOUN
ajsts-3210	55	21	in	in	ADP
ajsts-3210	55	22	real	real	ADJ
ajsts-3210	55	23	time	time	NOUN
ajsts-3210	55	24	.	.	PUNCT
ajsts-3210	56	1	the	the	DET
ajsts-3210	56	2	procedural	procedural	ADJ
ajsts-3210	56	3	methodology	methodology	NOUN
ajsts-3210	56	4	enlists	enlist	VERB
ajsts-3210	56	5	several	several	ADJ
ajsts-3210	56	6	steps	step	NOUN
ajsts-3210	56	7	which	which	PRON
ajsts-3210	56	8	include	include	VERB
ajsts-3210	56	9	data	datum	NOUN
ajsts-3210	56	10	collection	collection	NOUN
ajsts-3210	56	11	and	and	CCONJ
ajsts-3210	56	12	preprocessing	preprocessing	NOUN
ajsts-3210	56	13	in	in	ADP
ajsts-3210	56	14	order	order	NOUN
ajsts-3210	56	15	to	to	PART
ajsts-3210	56	16	standardize	standardize	VERB
ajsts-3210	56	17	and	and	CCONJ
ajsts-3210	56	18	reconcile	reconcile	VERB
ajsts-3210	56	19	the	the	DET
ajsts-3210	56	20	data	datum	NOUN
ajsts-3210	56	21	(	(	PUNCT
ajsts-3210	56	22	wang	wang	PROPN
ajsts-3210	56	23	et	et	PROPN
ajsts-3210	56	24	al	al	PROPN
ajsts-3210	56	25	.	.	PROPN
ajsts-3210	56	26	,	,	PUNCT
ajsts-3210	56	27	2024	2024	NUM
ajsts-3210	56	28	)	)	PUNCT
ajsts-3210	56	29	.	.	PUNCT
ajsts-3210	57	1	this	this	DET
ajsts-3210	57	2	prepared	prepared	ADJ
ajsts-3210	57	3	data	data	NOUN
ajsts-3210	57	4	is	be	AUX
ajsts-3210	57	5	then	then	ADV
ajsts-3210	57	6	used	use	VERB
ajsts-3210	57	7	for	for	ADP
ajsts-3210	57	8	training	training	NOUN
ajsts-3210	57	9	and	and	CCONJ
ajsts-3210	57	10	validation	validation	NOUN
ajsts-3210	57	11	of	of	ADP
ajsts-3210	57	12	ai	ai	PROPN
ajsts-3210	57	13	models	model	NOUN
ajsts-3210	57	14	,	,	PUNCT
ajsts-3210	57	15	using	use	VERB
ajsts-3210	57	16	cross	cross	NOUN
ajsts-3210	57	17	-	-	NOUN
ajsts-3210	57	18	validation	validation	NOUN
ajsts-3210	57	19	to	to	PART
ajsts-3210	57	20	make	make	VERB
ajsts-3210	57	21	the	the	DET
ajsts-3210	57	22	models	model	NOUN
ajsts-3210	57	23	more	more	ADV
ajsts-3210	57	24	robust	robust	ADJ
ajsts-3210	57	25	.	.	PUNCT
ajsts-3210	58	1	when	when	SCONJ
ajsts-3210	58	2	validated	validate	VERB
ajsts-3210	58	3	,	,	PUNCT
ajsts-3210	58	4	such	such	ADJ
ajsts-3210	58	5	models	model	NOUN
ajsts-3210	58	6	are	be	AUX
ajsts-3210	58	7	incorporated	incorporate	VERB
ajsts-3210	58	8	in	in	ADP
ajsts-3210	58	9	automation	automation	NOUN
ajsts-3210	58	10	tools	tool	NOUN
ajsts-3210	58	11	used	use	VERB
ajsts-3210	58	12	in	in	ADP
ajsts-3210	58	13	managing	manage	VERB
ajsts-3210	58	14	the	the	DET
ajsts-3210	58	15	migration	migration	NOUN
ajsts-3210	58	16	processes	process	NOUN
ajsts-3210	58	17	within	within	ADP
ajsts-3210	58	18	established	establish	VERB
ajsts-3210	58	19	it	it	PRON
ajsts-3210	58	20	environments	environment	NOUN
ajsts-3210	58	21	.	.	PUNCT
ajsts-3210	59	1	after	after	ADP
ajsts-3210	59	2	migration	migration	NOUN
ajsts-3210	59	3	,	,	PUNCT
ajsts-3210	59	4	the	the	DET
ajsts-3210	59	5	system	system	NOUN
ajsts-3210	59	6	automatically	automatically	ADV
ajsts-3210	59	7	checks	check	VERB
ajsts-3210	59	8	the	the	DET
ajsts-3210	59	9	performance	performance	NOUN
ajsts-3210	59	10	of	of	ADP
ajsts-3210	59	11	the	the	DET
ajsts-3210	59	12	application	application	NOUN
ajsts-3210	59	13	in	in	ADP
ajsts-3210	59	14	the	the	DET
ajsts-3210	59	15	cloud	cloud	NOUN
ajsts-3210	59	16	and	and	CCONJ
ajsts-3210	59	17	allocates	allocate	VERB
ajsts-3210	59	18	resources	resource	NOUN
ajsts-3210	59	19	based	base	VERB
ajsts-3210	59	20	on	on	ADP
ajsts-3210	59	21	the	the	DET
ajsts-3210	59	22	forecasted	forecast	VERB
ajsts-3210	59	23	utilization	utilization	NOUN
ajsts-3210	59	24	by	by	ADP
ajsts-3210	59	25	ai	ai	PROPN
ajsts-3210	59	26	.	.	PUNCT
ajsts-3210	60	1	this	this	DET
ajsts-3210	60	2	process	process	NOUN
ajsts-3210	60	3	results	result	VERB
ajsts-3210	60	4	in	in	ADP
ajsts-3210	60	5	the	the	DET
ajsts-3210	60	6	feedback	feedback	NOUN
ajsts-3210	60	7	loop	loop	NOUN
ajsts-3210	60	8	,	,	PUNCT
ajsts-3210	60	9	in	in	ADP
ajsts-3210	60	10	which	which	PRON
ajsts-3210	60	11	results	result	NOUN
ajsts-3210	60	12	of	of	ADP
ajsts-3210	60	13	each	each	DET
ajsts-3210	60	14	migration	migration	NOUN
ajsts-3210	60	15	phase	phase	NOUN
ajsts-3210	60	16	will	will	AUX
ajsts-3210	60	17	be	be	AUX
ajsts-3210	60	18	analyzed	analyze	VERB
ajsts-3210	60	19	and	and	CCONJ
ajsts-3210	60	20	used	use	VERB
ajsts-3210	60	21	to	to	PART
ajsts-3210	60	22	improve	improve	VERB
ajsts-3210	60	23	ai	ai	VERB
ajsts-3210	60	24	models	model	NOUN
ajsts-3210	60	25	for	for	ADP
ajsts-3210	60	26	the	the	DET
ajsts-3210	60	27	future	future	NOUN
ajsts-3210	60	28	,	,	PUNCT
ajsts-3210	60	29	allowing	allow	VERB
ajsts-3210	60	30	to	to	PART
ajsts-3210	60	31	adapt	adapt	VERB
ajsts-3210	60	32	to	to	ADP
ajsts-3210	60	33	new	new	ADJ
ajsts-3210	60	34	problems	problem	NOUN
ajsts-3210	60	35	and	and	CCONJ
ajsts-3210	60	36	conditions	condition	NOUN
ajsts-3210	60	37	.	.	PUNCT
ajsts-3210	61	1	analysis	analysis	NOUN
ajsts-3210	61	2	cloud	cloud	NOUN
ajsts-3210	61	3	planning	planning	NOUN
ajsts-3210	61	4	and	and	CCONJ
ajsts-3210	61	5	migration	migration	NOUN
ajsts-3210	61	6	is	be	AUX
ajsts-3210	61	7	not	not	PART
ajsts-3210	61	8	a	a	DET
ajsts-3210	61	9	cheap	cheap	ADJ
ajsts-3210	61	10	process	process	NOUN
ajsts-3210	61	11	cloud	cloud	NOUN
ajsts-3210	61	12	planning	planning	NOUN
ajsts-3210	61	13	and	and	CCONJ
ajsts-3210	61	14	migration	migration	NOUN
ajsts-3210	61	15	is	be	AUX
ajsts-3210	61	16	not	not	PART
ajsts-3210	61	17	a	a	DET
ajsts-3210	61	18	cheap	cheap	ADJ
ajsts-3210	61	19	,	,	PUNCT
ajsts-3210	61	20	quick	quick	ADJ
ajsts-3210	61	21	,	,	PUNCT
ajsts-3210	61	22	or	or	CCONJ
ajsts-3210	61	23	informal	informal	ADJ
ajsts-3210	61	24	process	process	NOUN
ajsts-3210	61	25	.	.	PUNCT
ajsts-3210	62	1	but	but	CCONJ
ajsts-3210	62	2	the	the	DET
ajsts-3210	62	3	problems	problem	NOUN
ajsts-3210	62	4	of	of	ADP
ajsts-3210	62	5	not	not	PART
ajsts-3210	62	6	moving	move	VERB
ajsts-3210	62	7	towards	towards	ADP
ajsts-3210	62	8	beneficial	beneficial	ADJ
ajsts-3210	62	9	solutions	solution	NOUN
ajsts-3210	62	10	such	such	ADJ
ajsts-3210	62	11	as	as	ADP
ajsts-3210	62	12	rebuilding	rebuild	VERB
ajsts-3210	62	13	the	the	DET
ajsts-3210	62	14	legacy	legacy	NOUN
ajsts-3210	62	15	systems	system	NOUN
ajsts-3210	62	16	or	or	CCONJ
ajsts-3210	62	17	applications	application	NOUN
ajsts-3210	62	18	for	for	ADP
ajsts-3210	62	19	the	the	DET
ajsts-3210	62	20	cloud	cloud	NOUN
ajsts-3210	62	21	means	mean	VERB
ajsts-3210	62	22	competitive	competitive	ADJ
ajsts-3210	62	23	,	,	PUNCT
ajsts-3210	62	24	technological	technological	ADJ
ajsts-3210	62	25	,	,	PUNCT
ajsts-3210	62	26	and	and	CCONJ
ajsts-3210	62	27	debt	debt	NOUN
ajsts-3210	62	28	drawbacks	drawback	NOUN
ajsts-3210	62	29	in	in	ADP
ajsts-3210	62	30	agility	agility	NOUN
ajsts-3210	62	31	and	and	CCONJ
ajsts-3210	62	32	the	the	DET
ajsts-3210	62	33	exasperated	exasperated	ADJ
ajsts-3210	62	34	users	user	NOUN
ajsts-3210	62	35	will	will	AUX
ajsts-3210	62	36	be	be	AUX
ajsts-3210	62	37	left	leave	VERB
ajsts-3210	62	38	experiencing	experience	VERB
ajsts-3210	62	39	poor	poor	ADJ
ajsts-3210	62	40	user	user	NOUN
ajsts-3210	62	41	experiences	experience	NOUN
ajsts-3210	62	42	.	.	PUNCT
ajsts-3210	63	1	enterprises	enterprise	NOUN
ajsts-3210	63	2	and	and	CCONJ
ajsts-3210	63	3	it	it	PRON
ajsts-3210	63	4	applications	application	NOUN
ajsts-3210	63	5	and	and	CCONJ
ajsts-3210	63	6	infrastructure	infrastructure	NOUN
ajsts-3210	63	7	industries	industry	NOUN
ajsts-3210	63	8	need	need	VERB
ajsts-3210	63	9	to	to	PART
ajsts-3210	63	10	decide	decide	VERB
ajsts-3210	63	11	which	which	DET
ajsts-3210	63	12	system	system	NOUN
ajsts-3210	63	13	application	application	NOUN
ajsts-3210	63	14	to	to	PART
ajsts-3210	63	15	keep	keep	VERB
ajsts-3210	63	16	on	on	ADP
ajsts-3210	63	17	and	and	CCONJ
ajsts-3210	63	18	which	which	PRON
ajsts-3210	63	19	to	to	PART
ajsts-3210	63	20	be	be	AUX
ajsts-3210	63	21	moved	move	VERB
ajsts-3210	63	22	to	to	ADP
ajsts-3210	63	23	the	the	DET
ajsts-3210	63	24	cloud	cloud	NOUN
ajsts-3210	63	25	and	and	CCONJ
ajsts-3210	63	26	premise	premise	NOUN
ajsts-3210	63	27	.	.	PUNCT
ajsts-3210	64	1	then	then	ADV
ajsts-3210	64	2	,	,	PUNCT
ajsts-3210	64	3	these	these	DET
ajsts-3210	64	4	organizations	organization	NOUN
ajsts-3210	64	5	must	must	AUX
ajsts-3210	64	6	decide	decide	VERB
ajsts-3210	64	7	how	how	SCONJ
ajsts-3210	64	8	to	to	PART
ajsts-3210	64	9	create	create	VERB
ajsts-3210	64	10	a	a	DET
ajsts-3210	64	11	hybrid	hybrid	ADJ
ajsts-3210	64	12	-	-	PUNCT
ajsts-3210	64	13	cloud	cloud	NOUN
ajsts-3210	64	14	setup	setup	NOUN
ajsts-3210	64	15	or	or	CCONJ
ajsts-3210	64	16	refactor	refactor	VERB
ajsts-3210	64	17	those	those	DET
ajsts-3210	64	18	system	system	NOUN
ajsts-3210	64	19	applications	application	NOUN
ajsts-3210	64	20	with	with	ADP
ajsts-3210	64	21	cloud	cloud	ADJ
ajsts-3210	64	22	-	-	PUNCT
ajsts-3210	64	23	native	native	ADJ
ajsts-3210	64	24	technologies	technology	NOUN
ajsts-3210	64	25	,	,	PUNCT
ajsts-3210	64	26	but	but	CCONJ
ajsts-3210	64	27	it	it	PRON
ajsts-3210	64	28	is	be	AUX
ajsts-3210	64	29	a	a	DET
ajsts-3210	64	30	complicated	complicated	ADJ
ajsts-3210	64	31	process	process	NOUN
ajsts-3210	64	32	.	.	PUNCT
ajsts-3210	65	1	how	how	SCONJ
ajsts-3210	65	2	the	the	DET
ajsts-3210	65	3	new	new	ADJ
ajsts-3210	65	4	data	data	NOUN
ajsts-3210	65	5	-	-	PUNCT
ajsts-3210	65	6	driven	drive	VERB
ajsts-3210	65	7	system	system	NOUN
ajsts-3210	65	8	delivers	deliver	VERB
ajsts-3210	65	9	insights	insight	NOUN
ajsts-3210	65	10	into	into	ADP
ajsts-3210	65	11	workflows	workflow	NOUN
ajsts-3210	65	12	the	the	DET
ajsts-3210	65	13	services	service	NOUN
ajsts-3210	65	14	like	like	ADP
ajsts-3210	65	15	synapse	synapse	NOUN
ajsts-3210	65	16	are	be	AUX
ajsts-3210	65	17	used	use	VERB
ajsts-3210	65	18	to	to	PART
ajsts-3210	65	19	calculate	calculate	VERB
ajsts-3210	65	20	analyze	analyze	NOUN
ajsts-3210	65	21	and	and	CCONJ
ajsts-3210	65	22	collect	collect	VERB
ajsts-3210	65	23	current	current	ADJ
ajsts-3210	65	24	and	and	CCONJ
ajsts-3210	65	25	actionable	actionable	ADJ
ajsts-3210	65	26	data	datum	NOUN
ajsts-3210	65	27	of	of	ADP
ajsts-3210	65	28	cloud	cloud	NOUN
ajsts-3210	65	29	analytics	analytic	NOUN
ajsts-3210	65	30	that	that	PRON
ajsts-3210	65	31	can	can	AUX
ajsts-3210	65	32	impact	impact	VERB
ajsts-3210	65	33	business	business	NOUN
ajsts-3210	65	34	operations	operation	NOUN
ajsts-3210	65	35	and	and	CCONJ
ajsts-3210	65	36	delivers	deliver	VERB
ajsts-3210	65	37	insights	insight	NOUN
ajsts-3210	65	38	into	into	ADP
ajsts-3210	65	39	workflows	workflow	NOUN
ajsts-3210	65	40	and	and	CCONJ
ajsts-3210	65	41	processes	process	NOUN
ajsts-3210	65	42	(	(	PUNCT
ajsts-3210	65	43	mohanty	mohanty	PROPN
ajsts-3210	65	44	et	et	PROPN
ajsts-3210	65	45	al	al	PROPN
ajsts-3210	65	46	.	.	PROPN
ajsts-3210	65	47	,	,	PUNCT
ajsts-3210	65	48	2021	2021	NUM
ajsts-3210	65	49	)	)	PUNCT
ajsts-3210	65	50	.	.	PUNCT
ajsts-3210	66	1	the	the	DET
ajsts-3210	66	2	new	new	ADJ
ajsts-3210	66	3	data	data	NOUN
ajsts-3210	66	4	-	-	PUNCT
ajsts-3210	66	5	driven	drive	VERB
ajsts-3210	66	6	system	system	NOUN
ajsts-3210	66	7	applications	application	NOUN
ajsts-3210	66	8	are	be	AUX
ajsts-3210	66	9	starting	start	VERB
ajsts-3210	66	10	life	life	NOUN
ajsts-3210	66	11	and	and	CCONJ
ajsts-3210	66	12	moving	move	VERB
ajsts-3210	66	13	or	or	CCONJ
ajsts-3210	66	14	running	run	VERB
ajsts-3210	66	15	in	in	ADP
ajsts-3210	66	16	the	the	DET
ajsts-3210	66	17	cloud	cloud	NOUN
ajsts-3210	66	18	.	.	PUNCT
ajsts-3210	67	1	the	the	DET
ajsts-3210	67	2	conventional	conventional	ADJ
ajsts-3210	67	3	enterprises	enterprise	NOUN
ajsts-3210	67	4	such	such	ADJ
ajsts-3210	67	5	as	as	ADP
ajsts-3210	67	6	capital	capital	NOUN
ajsts-3210	67	7	one	one	NUM
ajsts-3210	67	8	as	as	ADV
ajsts-3210	67	9	well	well	ADV
ajsts-3210	67	10	as	as	ADP
ajsts-3210	67	11	the	the	DET
ajsts-3210	67	12	innate	innate	ADJ
ajsts-3210	67	13	online	online	ADJ
ajsts-3210	67	14	corporate	corporate	ADJ
ajsts-3210	67	15	such	such	ADJ
ajsts-3210	67	16	as	as	ADP
ajsts-3210	67	17	netflix	netflix	PROPN
ajsts-3210	67	18	have	have	VERB
ajsts-3210	67	19	almost	almost	ADV
ajsts-3210	67	20	no	no	PRON
ajsts-3210	67	21	physical	physical	ADJ
ajsts-3210	67	22	data	datum	NOUN
ajsts-3210	67	23	center	center	NOUN
ajsts-3210	67	24	and	and	CCONJ
ajsts-3210	67	25	multibillion	multibillion	NOUN
ajsts-3210	67	26	-	-	PUNCT
ajsts-3210	67	27	dollar	dollar	NOUN
ajsts-3210	67	28	appraisals	appraisal	NOUN
ajsts-3210	67	29	by	by	ADP
ajsts-3210	67	30	implementing	implement	VERB
ajsts-3210	67	31	artificial	artificial	ADJ
ajsts-3210	67	32	intelligence	intelligence	NOUN
ajsts-3210	67	33	-	-	PUNCT
ajsts-3210	67	34	based	base	VERB
ajsts-3210	67	35	cloud	cloud	NOUN
ajsts-3210	67	36	planning	planning	NOUN
ajsts-3210	67	37	and	and	CCONJ
ajsts-3210	67	38	migration	migration	NOUN
ajsts-3210	67	39	to	to	PART
ajsts-3210	67	40	cut	cut	VERB
ajsts-3210	67	41	the	the	DET
ajsts-3210	67	42	cost	cost	NOUN
ajsts-3210	67	43	of	of	ADP
ajsts-3210	67	44	the	the	DET
ajsts-3210	67	45	cloud	cloud	NOUN
ajsts-3210	67	46	,	,	PUNCT
ajsts-3210	67	47	and	and	CCONJ
ajsts-3210	67	48	they	they	PRON
ajsts-3210	67	49	are	be	AUX
ajsts-3210	67	50	not	not	PART
ajsts-3210	67	51	the	the	DET
ajsts-3210	67	52	only	only	ADJ
ajsts-3210	67	53	ones	one	NOUN
ajsts-3210	67	54	(	(	PUNCT
ajsts-3210	67	55	yahia	yahia	PROPN
ajsts-3210	67	56	et	et	PROPN
ajsts-3210	67	57	al	al	PROPN
ajsts-3210	67	58	.	.	PROPN
ajsts-3210	67	59	,	,	PUNCT
ajsts-3210	67	60	2021	2021	NUM
ajsts-3210	67	61	)	)	PUNCT
ajsts-3210	67	62	.	.	PUNCT
ajsts-3210	68	1	cost	cost	VERB
ajsts-3210	68	2	comparison	comparison	NOUN
ajsts-3210	68	3	of	of	ADP
ajsts-3210	68	4	cloud	cloud	NOUN
ajsts-3210	68	5	migration	migration	NOUN
ajsts-3210	68	6	based	base	VERB
ajsts-3210	68	7	on	on	ADP
ajsts-3210	68	8	official	official	ADJ
ajsts-3210	68	9	api	api	NOUN
ajsts-3210	68	10	or	or	CCONJ
ajsts-3210	68	11	3rd	3rd	ADJ
ajsts-3210	68	12	party	party	NOUN
ajsts-3210	68	13	api	api	NOUN
ajsts-3210	68	14	each	each	DET
ajsts-3210	68	15	decent	decent	ADJ
ajsts-3210	68	16	strategy	strategy	NOUN
ajsts-3210	68	17	of	of	ADP
ajsts-3210	68	18	cloud	cloud	NOUN
ajsts-3210	68	19	migration	migration	NOUN
ajsts-3210	68	20	and	and	CCONJ
ajsts-3210	68	21	planning	planning	NOUN
ajsts-3210	68	22	makes	make	VERB
ajsts-3210	68	23	efficient	efficient	ADJ
ajsts-3210	68	24	use	use	NOUN
ajsts-3210	68	25	of	of	ADP
ajsts-3210	68	26	tools	tool	NOUN
ajsts-3210	68	27	automated	automate	VERB
ajsts-3210	68	28	and	and	CCONJ
ajsts-3210	68	29	designed	design	VERB
ajsts-3210	68	30	to	to	PART
ajsts-3210	68	31	modernize	modernize	VERB
ajsts-3210	68	32	the	the	DET
ajsts-3210	68	33	data	datum	NOUN
ajsts-3210	68	34	transfer	transfer	NOUN
ajsts-3210	68	35	of	of	ADP
ajsts-3210	68	36	your	your	PRON
ajsts-3210	68	37	organization	organization	NOUN
ajsts-3210	68	38	.	.	PUNCT
ajsts-3210	69	1	google	google	PROPN
ajsts-3210	69	2	cloud	cloud	PROPN
ajsts-3210	69	3	,	,	PUNCT
ajsts-3210	69	4	azure	azure	NOUN
ajsts-3210	69	5	,	,	PUNCT
ajsts-3210	69	6	amazon	amazon	NOUN
ajsts-3210	69	7	web	web	NOUN
ajsts-3210	69	8	services	service	NOUN
ajsts-3210	69	9	,	,	PUNCT
ajsts-3210	69	10	and	and	CCONJ
ajsts-3210	69	11	many	many	ADJ
ajsts-3210	69	12	third	third	ADJ
ajsts-3210	69	13	-	-	PUNCT
ajsts-3210	69	14	party	party	NOUN
ajsts-3210	69	15	software	software	NOUN
ajsts-3210	69	16	vendors	vendor	NOUN
ajsts-3210	69	17	have	have	AUX
ajsts-3210	69	18	shaped	shape	VERB
ajsts-3210	69	19	data	datum	NOUN
ajsts-3210	69	20	migration	migration	NOUN
ajsts-3210	69	21	and	and	CCONJ
ajsts-3210	69	22	planning	planning	NOUN
ajsts-3210	69	23	tools	tool	NOUN
ajsts-3210	69	24	for	for	ADP
ajsts-3210	69	25	these	these	DET
ajsts-3210	69	26	purposes	purpose	NOUN
ajsts-3210	69	27	.	.	PUNCT
ajsts-3210	70	1	you	you	PRON
ajsts-3210	70	2	will	will	AUX
ajsts-3210	70	3	need	need	VERB
ajsts-3210	70	4	to	to	PART
ajsts-3210	70	5	think	think	VERB
ajsts-3210	70	6	about	about	ADP
ajsts-3210	70	7	the	the	DET
ajsts-3210	70	8	functionality	functionality	NOUN
ajsts-3210	70	9	,	,	PUNCT
ajsts-3210	70	10	price	price	NOUN
ajsts-3210	70	11	,	,	PUNCT
ajsts-3210	70	12	and	and	CCONJ
ajsts-3210	70	13	compatibility	compatibility	NOUN
ajsts-3210	70	14	while	while	SCONJ
ajsts-3210	70	15	selecting	select	VERB
ajsts-3210	70	16	which	which	PRON
ajsts-3210	70	17	of	of	ADP
ajsts-3210	70	18	these	these	DET
ajsts-3210	70	19	tools	tool	NOUN
ajsts-3210	70	20	is	be	AUX
ajsts-3210	70	21	best	well	ADV
ajsts-3210	70	22	suited	suit	VERB
ajsts-3210	70	23	for	for	ADP
ajsts-3210	70	24	your	your	PRON
ajsts-3210	70	25	business	business	NOUN
ajsts-3210	70	26	organization	organization	NOUN
ajsts-3210	70	27	(	(	PUNCT
ajsts-3210	70	28	cloud	cloud	NOUN
ajsts-3210	70	29	migration	migration	NOUN
ajsts-3210	70	30	tools	tool	NOUN
ajsts-3210	70	31	:	:	PUNCT
ajsts-3210	70	32	transferring	transfer	VERB
ajsts-3210	70	33	your	your	PRON
ajsts-3210	70	34	data	datum	NOUN
ajsts-3210	70	35	with	with	ADP
ajsts-3210	70	36	ease	ease	NOUN
ajsts-3210	70	37	,	,	PUNCT
ajsts-3210	70	38	2019	2019	NUM
ajsts-3210	70	39	)	)	PUNCT
ajsts-3210	70	40	.	.	PUNCT
ajsts-3210	71	1	cloudbased	cloudbase	VERB
ajsts-3210	71	2	planning	planning	NOUN
ajsts-3210	71	3	and	and	CCONJ
ajsts-3210	71	4	migration	migration	NOUN
ajsts-3210	71	5	storage	storage	NOUN
ajsts-3210	71	6	tools	tool	NOUN
ajsts-3210	71	7	have	have	VERB
ajsts-3210	71	8	several	several	ADJ
ajsts-3210	71	9	compensations	compensation	NOUN
ajsts-3210	71	10	,	,	PUNCT
ajsts-3210	71	11	such	such	ADJ
ajsts-3210	71	12	as	as	ADP
ajsts-3210	71	13	low	low	ADJ
ajsts-3210	71	14	scalability	scalability	NOUN
ajsts-3210	71	15	,	,	PUNCT
ajsts-3210	71	16	minimal	minimal	ADJ
ajsts-3210	71	17	fixed	fix	VERB
ajsts-3210	71	18	costs	cost	NOUN
ajsts-3210	71	19	,	,	PUNCT
ajsts-3210	71	20	and	and	CCONJ
ajsts-3210	71	21	per	per	ADP
ajsts-3210	71	22	-	-	PUNCT
ajsts-3210	71	23	gb	gb	NOUN
ajsts-3210	71	24	prices	price	NOUN
ajsts-3210	71	25	;	;	PUNCT
ajsts-3210	71	26	however	however	ADV
ajsts-3210	71	27	,	,	PUNCT
ajsts-3210	71	28	while	while	SCONJ
ajsts-3210	71	29	these	these	DET
ajsts-3210	71	30	solutions	solution	NOUN
ajsts-3210	71	31	involve	involve	VERB
ajsts-3210	71	32	practical	practical	ADJ
ajsts-3210	71	33	cost	cost	NOUN
ajsts-3210	71	34	analysis	analysis	NOUN
ajsts-3210	71	35	of	of	ADP
ajsts-3210	71	36	cloud	cloud	ADJ
ajsts-3210	71	37	storage	storage	NOUN
ajsts-3210	71	38	and	and	CCONJ
ajsts-3210	71	39	usagebased	usagebased	ADJ
ajsts-3210	71	40	pricing	pricing	NOUN
ajsts-3210	71	41	plans	plan	NOUN
ajsts-3210	71	42	(	(	PUNCT
ajsts-3210	71	43	janet	janet	PROPN
ajsts-3210	71	44	&	&	CCONJ
ajsts-3210	71	45	al	al	PROPN
ajsts-3210	71	46	-	-	PUNCT
ajsts-3210	71	47	turjman	turjman	NOUN
ajsts-3210	71	48	,	,	PUNCT
ajsts-3210	71	49	2023	2023	NUM
ajsts-3210	71	50	)	)	PUNCT
ajsts-3210	71	51	.	.	PUNCT
ajsts-3210	72	1	3rd	3rd	ADJ
ajsts-3210	72	2	party	party	NOUN
ajsts-3210	72	3	application	application	NOUN
ajsts-3210	72	4	programming	programming	NOUN
ajsts-3210	72	5	interfaces	interface	NOUN
ajsts-3210	72	6	provides	provide	VERB
ajsts-3210	72	7	1	1	NUM
ajsts-3210	72	8	million	million	NUM
ajsts-3210	72	9	free	free	ADJ
ajsts-3210	72	10	invocations	invocation	NOUN
ajsts-3210	72	11	per	per	ADP
ajsts-3210	72	12	month	month	NOUN
ajsts-3210	72	13	and	and	CCONJ
ajsts-3210	72	14	are	be	AUX
ajsts-3210	72	15	universal	universal	ADJ
ajsts-3210	72	16	to	to	ADP
ajsts-3210	72	17	public	public	ADJ
ajsts-3210	72	18	cloud	cloud	NOUN
ajsts-3210	72	19	breadwinners	breadwinner	NOUN
ajsts-3210	72	20	.	.	PUNCT
ajsts-3210	73	1	but	but	CCONJ
ajsts-3210	73	2	you	you	PRON
ajsts-3210	73	3	could	could	AUX
ajsts-3210	73	4	end	end	VERB
ajsts-3210	73	5	up	up	ADP
ajsts-3210	73	6	with	with	ADP
ajsts-3210	73	7	a	a	DET
ajsts-3210	73	8	substantial	substantial	ADJ
ajsts-3210	73	9	amount	amount	NOUN
ajsts-3210	73	10	if	if	SCONJ
ajsts-3210	73	11	you	you	PRON
ajsts-3210	73	12	use	use	VERB
ajsts-3210	73	13	5	5	NUM
ajsts-3210	73	14	million	million	NUM
ajsts-3210	73	15	invocations	invocation	NOUN
ajsts-3210	73	16	each	each	DET
ajsts-3210	73	17	month	month	NOUN
ajsts-3210	73	18	.	.	PUNCT
ajsts-3210	74	1	an	an	DET
ajsts-3210	74	2	initiative	initiative	NOUN
ajsts-3210	74	3	that	that	PRON
ajsts-3210	74	4	uses	use	VERB
ajsts-3210	74	5	the	the	DET
ajsts-3210	74	6	wait	wait	VERB
ajsts-3210	74	7	-	-	PUNCT
ajsts-3210	74	8	and	and	CCONJ
ajsts-3210	74	9	-	-	PUNCT
ajsts-3210	74	10	see	see	NOUN
ajsts-3210	74	11	method	method	NOUN
ajsts-3210	74	12	could	could	AUX
ajsts-3210	74	13	go	go	VERB
ajsts-3210	74	14	upwards	upwards	ADV
ajsts-3210	74	15	of	of	ADP
ajsts-3210	74	16	$	$	SYM
ajsts-3210	74	17	100,000	100,000	NUM
ajsts-3210	74	18	per	per	ADP
ajsts-3210	74	19	month	month	NOUN
ajsts-3210	74	20	and	and	CCONJ
ajsts-3210	74	21	=	=	PRON
ajsts-3210	74	22	end	end	VERB
ajsts-3210	74	23	up	up	ADP
ajsts-3210	74	24	with	with	ADP
ajsts-3210	74	25	cloud	cloud	NOUN
ajsts-3210	74	26	bills	bill	NOUN
ajsts-3210	74	27	.	.	PUNCT
ajsts-3210	75	1	cloud	cloud	NOUN
ajsts-3210	75	2	-	-	PUNCT
ajsts-3210	75	3	based	base	VERB
ajsts-3210	75	4	planning	planning	NOUN
ajsts-3210	75	5	and	and	CCONJ
ajsts-3210	75	6	migration	migration	NOUN
ajsts-3210	75	7	storage	storage	NOUN
ajsts-3210	75	8	tools	tool	NOUN
ajsts-3210	75	9	can	can	AUX
ajsts-3210	75	10	make	make	VERB
ajsts-3210	75	11	endorsements	endorsement	NOUN
ajsts-3210	75	12	for	for	ADP
ajsts-3210	75	13	better	well	ADJ
ajsts-3210	75	14	cost	cost	NOUN
ajsts-3210	75	15	efficiency	efficiency	NOUN
ajsts-3210	75	16	,	,	PUNCT
ajsts-3210	75	17	such	such	ADJ
ajsts-3210	75	18	as	as	ADP
ajsts-3210	75	19	use	use	NOUN
ajsts-3210	75	20	application	application	NOUN
ajsts-3210	75	21	programming	programming	NOUN
ajsts-3210	75	22	interfaces	interface	NOUN
ajsts-3210	75	23	during	during	ADP
ajsts-3210	75	24	peak	peak	NOUN
ajsts-3210	75	25	-	-	PUNCT
ajsts-3210	75	26	off	off	NOUN
ajsts-3210	75	27	hours	hour	NOUN
ajsts-3210	75	28	a	a	DET
ajsts-3210	75	29	time	time	NOUN
ajsts-3210	75	30	to	to	PART
ajsts-3210	75	31	purchase	purchase	VERB
ajsts-3210	75	32	api	api	NOUN
ajsts-3210	75	33	calls	call	NOUN
ajsts-3210	75	34	ahead	ahead	ADV
ajsts-3210	75	35	of	of	ADP
ajsts-3210	75	36	demand	demand	NOUN
ajsts-3210	75	37	,	,	PUNCT
ajsts-3210	75	38	and	and	CCONJ
ajsts-3210	75	39	to	to	PART
ajsts-3210	75	40	take	take	VERB
ajsts-3210	75	41	advantage	advantage	NOUN
ajsts-3210	75	42	of	of	ADP
ajsts-3210	75	43	significantly	significantly	ADV
ajsts-3210	75	44	reduced	reduce	VERB
ajsts-3210	75	45	prices	price	NOUN
ajsts-3210	75	46	when	when	SCONJ
ajsts-3210	75	47	the	the	DET
ajsts-3210	75	48	cloud	cloud	NOUN
ajsts-3210	75	49	provider	provider	NOUN
ajsts-3210	75	50	proposes	propose	VERB
ajsts-3210	75	51	a	a	DET
ajsts-3210	75	52	discount	discount	NOUN
ajsts-3210	75	53	(	(	PUNCT
ajsts-3210	75	54	alhilali	alhilali	PROPN
ajsts-3210	75	55	&	&	CCONJ
ajsts-3210	75	56	montazerolghaem	montazerolghaem	PROPN
ajsts-3210	75	57	,	,	PUNCT
ajsts-3210	75	58	2023	2023	NUM
ajsts-3210	75	59	)	)	PUNCT
ajsts-3210	75	60	.	.	PUNCT
ajsts-3210	76	1	findings	finding	NOUN
ajsts-3210	76	2	deploying	deploy	VERB
ajsts-3210	76	3	and	and	CCONJ
ajsts-3210	76	4	building	build	VERB
ajsts-3210	76	5	machine	machine	NOUN
ajsts-3210	76	6	-	-	PUNCT
ajsts-3210	76	7	learning	learn	VERB
ajsts-3210	76	8	and	and	CCONJ
ajsts-3210	76	9	artificial	artificial	ADJ
ajsts-3210	76	10	intelligence	intelligence	NOUN
ajsts-3210	76	11	models	model	NOUN
ajsts-3210	76	12	and	and	CCONJ
ajsts-3210	76	13	techniques	technique	NOUN
ajsts-3210	76	14	in	in	ADP
ajsts-3210	76	15	planning	planning	NOUN
ajsts-3210	76	16	and	and	CCONJ
ajsts-3210	76	17	migrating	migrating	NOUN
ajsts-3210	76	18	towards	towards	ADP
ajsts-3210	76	19	the	the	DET
ajsts-3210	76	20	cloud	cloud	NOUN
ajsts-3210	76	21	is	be	AUX
ajsts-3210	76	22	not	not	PART
ajsts-3210	76	23	computationally	computationally	ADV
ajsts-3210	76	24	,	,	PUNCT
ajsts-3210	76	25	but	but	CCONJ
ajsts-3210	76	26	the	the	DET
ajsts-3210	76	27	cost	cost	NOUN
ajsts-3210	76	28	is	be	AUX
ajsts-3210	76	29	often	often	ADV
ajsts-3210	76	30	cheap	cheap	ADJ
ajsts-3210	76	31	when	when	SCONJ
ajsts-3210	76	32	the	the	DET
ajsts-3210	76	33	finer	fine	ADJ
ajsts-3210	76	34	points	point	NOUN
ajsts-3210	76	35	of	of	ADP
ajsts-3210	76	36	the	the	DET
ajsts-3210	76	37	enterprise	enterprise	NOUN
ajsts-3210	76	38	’s	’s	PART
ajsts-3210	76	39	data	data	NOUN
ajsts-3210	76	40	infrastructure	infrastructure	NOUN
ajsts-3210	76	41	use	use	VERB
ajsts-3210	76	42	the	the	DET
ajsts-3210	76	43	ai	ai	ADJ
ajsts-3210	76	44	services	service	NOUN
ajsts-3210	76	45	that	that	PRON
ajsts-3210	76	46	processes	process	NOUN
ajsts-3210	76	47	,	,	PUNCT
ajsts-3210	76	48	stores	store	NOUN
ajsts-3210	76	49	,	,	PUNCT
ajsts-3210	76	50	extract	extract	NOUN
ajsts-3210	76	51	,	,	PUNCT
ajsts-3210	76	52	egress	egress	NOUN
ajsts-3210	76	53	,	,	PUNCT
ajsts-3210	76	54	and	and	CCONJ
ajsts-3210	76	55	ingress	ingress	NOUN
ajsts-3210	76	56	data	datum	NOUN
ajsts-3210	76	57	(	(	PUNCT
ajsts-3210	76	58	alhilali	alhilali	PROPN
ajsts-3210	76	59	&	&	CCONJ
ajsts-3210	76	60	montazerolghaem	montazerolghaem	PROPN
ajsts-3210	76	61	,	,	PUNCT
ajsts-3210	76	62	2023	2023	NUM
ajsts-3210	76	63	)	)	PUNCT
ajsts-3210	76	64	.	.	PUNCT
ajsts-3210	77	1	the	the	DET
ajsts-3210	77	2	data	data	NOUN
ajsts-3210	77	3	operations	operation	NOUN
ajsts-3210	77	4	platform	platform	NOUN
ajsts-3210	77	5	uses	use	VERB
ajsts-3210	77	6	ai	ai	VERB
ajsts-3210	77	7	-	-	PUNCT
ajsts-3210	77	8	powered	power	VERB
ajsts-3210	77	9	cloud	cloud	NOUN
ajsts-3210	77	10	migration	migration	NOUN
ajsts-3210	77	11	recommendations	recommendation	NOUN
ajsts-3210	77	12	the	the	DET
ajsts-3210	77	13	only	only	ADJ
ajsts-3210	77	14	data	datum	NOUN
ajsts-3210	77	15	operations	operation	NOUN
ajsts-3210	77	16	platform	platform	NOUN
ajsts-3210	77	17	unravel	unravel	ADJ
ajsts-3210	77	18	data	datum	NOUN
ajsts-3210	77	19	provides	provide	VERB
ajsts-3210	77	20	ai	ai	ADJ
ajsts-3210	77	21	-	-	PUNCT
ajsts-3210	77	22	powered	power	VERB
ajsts-3210	77	23	recommendations	recommendation	NOUN
ajsts-3210	77	24	and	and	CCONJ
ajsts-3210	77	25	full	full	ADJ
ajsts-3210	77	26	-	-	PUNCT
ajsts-3210	77	27	stack	stack	NOUN
ajsts-3210	77	28	visibility	visibility	NOUN
ajsts-3210	77	29	in	in	ADP
ajsts-3210	77	30	modern	modern	ADJ
ajsts-3210	77	31	data	datum	NOUN
ajsts-3210	77	32	applications	application	NOUN
ajsts-3210	77	33	to	to	PART
ajsts-3210	77	34	operate	operate	VERB
ajsts-3210	77	35	more	more	ADV
ajsts-3210	77	36	scalable	scalable	ADJ
ajsts-3210	77	37	and	and	CCONJ
ajsts-3210	77	38	reliable	reliable	ADJ
ajsts-3210	77	39	in	in	ADP
ajsts-3210	77	40	performance	performance	NOUN
ajsts-3210	77	41	.	.	PUNCT
ajsts-3210	78	1	unravel	unravel	ADJ
ajsts-3210	78	2	data	datum	NOUN
ajsts-3210	78	3	has	have	AUX
ajsts-3210	78	4	proclaimed	proclaim	VERB
ajsts-3210	78	5	a	a	DET
ajsts-3210	78	6	new	new	ADJ
ajsts-3210	78	7	cloud	cloud	NOUN
ajsts-3210	78	8	planning	planning	NOUN
ajsts-3210	78	9	and	and	CCONJ
ajsts-3210	78	10	migration	migration	NOUN
ajsts-3210	78	11	evaluation	evaluation	NOUN
ajsts-3210	78	12	to	to	PART
ajsts-3210	78	13	help	help	VERB
ajsts-3210	78	14	enterprises	enterprise	NOUN
ajsts-3210	78	15	and	and	CCONJ
ajsts-3210	78	16	it	it	PRON
ajsts-3210	78	17	applications	application	NOUN
ajsts-3210	78	18	and	and	CCONJ
ajsts-3210	78	19	infrastructure	infrastructure	NOUN
ajsts-3210	78	20	organizations	organization	NOUN
ajsts-3210	78	21	to	to	PART
ajsts-3210	78	22	move	move	VERB
ajsts-3210	78	23	their	their	PRON
ajsts-3210	78	24	workloads	workload	NOUN
ajsts-3210	78	25	and	and	CCONJ
ajsts-3210	78	26	data	datum	NOUN
ajsts-3210	78	27	to	to	ADP
ajsts-3210	78	28	google	google	PROPN
ajsts-3210	78	29	cloud	cloud	PROPN
ajsts-3210	78	30	,	,	PUNCT
ajsts-3210	78	31	azure	azure	NOUN
ajsts-3210	78	32	,	,	PUNCT
ajsts-3210	78	33	and	and	CCONJ
ajsts-3210	78	34	amazon	amazon	NOUN
ajsts-3210	78	35	web	web	NOUN
ajsts-3210	78	36	services	service	NOUN
ajsts-3210	78	37	faster	fast	ADV
ajsts-3210	78	38	and	and	CCONJ
ajsts-3210	78	39	with	with	ADP
ajsts-3210	78	40	reduced	reduced	ADJ
ajsts-3210	78	41	cost	cost	NOUN
ajsts-3210	78	42	.	.	PUNCT
ajsts-3210	79	1	unravel	unravel	ADJ
ajsts-3210	79	2	data	datum	NOUN
ajsts-3210	79	3	has	have	AUX
ajsts-3210	79	4	built	build	VERB
ajsts-3210	79	5	an	an	DET
ajsts-3210	79	6	adaptive	adaptive	ADJ
ajsts-3210	79	7	and	and	CCONJ
ajsts-3210	79	8	goal	goal	NOUN
ajsts-3210	79	9	-	-	PUNCT
ajsts-3210	79	10	driven	drive	VERB
ajsts-3210	79	11	solution	solution	NOUN
ajsts-3210	79	12	with	with	ADP
ajsts-3210	79	13	a	a	DET
ajsts-3210	79	14	reduced	reduce	VERB
ajsts-3210	79	15	cost	cost	NOUN
ajsts-3210	79	16	that	that	PRON
ajsts-3210	79	17	will	will	AUX
ajsts-3210	79	18	exclusively	exclusively	ADV
ajsts-3210	79	19	provide	provide	VERB
ajsts-3210	79	20	inclusive	inclusive	ADJ
ajsts-3210	79	21	particulars	particular	NOUN
ajsts-3210	79	22	of	of	ADP
ajsts-3210	79	23	the	the	DET
ajsts-3210	79	24	system	system	NOUN
ajsts-3210	79	25	applications	application	NOUN
ajsts-3210	79	26	and	and	CCONJ
ajsts-3210	79	27	source	source	NOUN
ajsts-3210	79	28	environment	environment	NOUN
ajsts-3210	79	29	operating	operate	VERB
ajsts-3210	79	30	on	on	ADP
ajsts-3210	79	31	it	it	PRON
ajsts-3210	79	32	.	.	PUNCT
ajsts-3210	80	1	the	the	DET
ajsts-3210	80	2	platform	platform	NOUN
ajsts-3210	80	3	will	will	AUX
ajsts-3210	80	4	determine	determine	VERB
ajsts-3210	80	5	the	the	DET
ajsts-3210	80	6	optimal	optimal	ADJ
ajsts-3210	80	7	cloud	cloud	NOUN
ajsts-3210	80	8	topology	topology	NOUN
ajsts-3210	80	9	and	and	CCONJ
ajsts-3210	80	10	identifies	identify	VERB
ajsts-3210	80	11	workloads	workload	NOUN
ajsts-3210	80	12	and	and	CCONJ
ajsts-3210	80	13	data	datum	NOUN
ajsts-3210	80	14	suitable	suitable	ADJ
ajsts-3210	80	15	for	for	ADP
ajsts-3210	80	16	the	the	DET
ajsts-3210	80	17	cloud	cloud	NOUN
ajsts-3210	80	18	-	-	PUNCT
ajsts-3210	80	19	based	base	VERB
ajsts-3210	80	20	on	on	ADP
ajsts-3210	80	21	the	the	DET
ajsts-3210	80	22	anticipated	anticipate	VERB
ajsts-3210	80	23	hourly	hourly	ADJ
ajsts-3210	80	24	costs	cost	NOUN
ajsts-3210	80	25	and	and	CCONJ
ajsts-3210	80	26	business	business	NOUN
ajsts-3210	80	27	strategy	strategy	NOUN
ajsts-3210	80	28	.	.	PUNCT
ajsts-3210	81	1	the	the	DET
ajsts-3210	81	2	platform	platform	NOUN
ajsts-3210	81	3	also	also	ADV
ajsts-3210	81	4	provides	provide	VERB
ajsts-3210	81	5	other	other	ADJ
ajsts-3210	81	6	critical	critical	ADJ
ajsts-3210	81	7	insights	insight	NOUN
ajsts-3210	81	8	to	to	PART
ajsts-3210	81	9	improve	improve	VERB
ajsts-3210	81	10	application	application	NOUN
ajsts-3210	81	11	performance	performance	NOUN
ajsts-3210	81	12	,	,	PUNCT
ajsts-3210	81	13	actionable	actionable	ADJ
ajsts-3210	81	14	recommendations	recommendation	NOUN
ajsts-3210	81	15	,	,	PUNCT
ajsts-3210	81	16	and	and	CCONJ
ajsts-3210	81	17	as	as	ADV
ajsts-3210	81	18	well	well	ADV
ajsts-3210	81	19	as	as	ADP
ajsts-3210	81	20	enables	enable	VERB
ajsts-3210	81	21	cloud	cloud	ADJ
ajsts-3210	81	22	capacity	capacity	NOUN
ajsts-3210	81	23	planning	planning	NOUN
ajsts-3210	81	24	and	and	CCONJ
ajsts-3210	81	25	chargeback	chargeback	NOUN
ajsts-3210	81	26	reporting	reporting	NOUN
ajsts-3210	81	27	(	(	PUNCT
ajsts-3210	81	28	zhang	zhang	PROPN
ajsts-3210	81	29	&	&	CCONJ
ajsts-3210	81	30	yuen	yuen	PROPN
ajsts-3210	81	31	,	,	PUNCT
ajsts-3210	81	32	2022	2022	NUM
ajsts-3210	81	33	)	)	PUNCT
ajsts-3210	81	34	.	.	PUNCT
ajsts-3210	82	1	unfortunately	unfortunately	ADV
ajsts-3210	82	2	,	,	PUNCT
ajsts-3210	82	3	enterprises	enterprise	NOUN
ajsts-3210	82	4	and	and	CCONJ
ajsts-3210	82	5	it	it	PRON
ajsts-3210	82	6	applications	application	NOUN
ajsts-3210	82	7	,	,	PUNCT
ajsts-3210	82	8	and	and	CCONJ
ajsts-3210	82	9	infrastructure	infrastructure	NOUN
ajsts-3210	82	10	organizations	organization	NOUN
ajsts-3210	82	11	that	that	PRON
ajsts-3210	82	12	plan	plan	VERB
ajsts-3210	82	13	and	and	CCONJ
ajsts-3210	82	14	migrate	migrate	VERB
ajsts-3210	82	15	the	the	DET
ajsts-3210	82	16	cloud	cloud	NOUN
ajsts-3210	82	17	manually	manually	ADV
ajsts-3210	82	18	are	be	AUX
ajsts-3210	82	19	not	not	PART
ajsts-3210	82	20	capable	capable	ADJ
ajsts-3210	82	21	to	to	PART
ajsts-3210	82	22	fulfil	fulfil	VERB
ajsts-3210	82	23	the	the	DET
ajsts-3210	82	24	expectations	expectation	NOUN
ajsts-3210	82	25	as	as	ADP
ajsts-3210	82	26	the	the	DET
ajsts-3210	82	27	process	process	NOUN
ajsts-3210	82	28	of	of	ADP
ajsts-3210	82	29	migrating	migrating	NOUN
ajsts-3210	82	30	to	to	ADP
ajsts-3210	82	31	the	the	DET
ajsts-3210	82	32	cloud	cloud	NOUN
ajsts-3210	82	33	takes	take	VERB
ajsts-3210	82	34	longer	long	ADV
ajsts-3210	82	35	pa	pa	PROPN
ajsts-3210	82	36	ge	ge	PROPN
ajsts-3210	82	37	16	16	NUM
ajsts-3210	82	38	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	82	39	am	be	AUX
ajsts-3210	82	40	.	.	PUNCT
ajsts-3210	83	1	j.	j.	PROPN
ajsts-3210	83	2	smart	smart	PROPN
ajsts-3210	83	3	.	.	PUNCT
ajsts-3210	84	1	technol	technol	PROPN
ajsts-3210	84	2	.	.	PUNCT
ajsts-3210	84	3	solutions	solution	NOUN
ajsts-3210	84	4	3(2	3(2	NUM
ajsts-3210	84	5	)	)	PUNCT
ajsts-3210	84	6	13	13	NUM
ajsts-3210	84	7	-	-	SYM
ajsts-3210	84	8	24	24	NUM
ajsts-3210	84	9	,	,	PUNCT
ajsts-3210	84	10	2024	2024	NUM
ajsts-3210	84	11	and	and	CCONJ
ajsts-3210	84	12	becomes	become	VERB
ajsts-3210	84	13	more	more	ADV
ajsts-3210	84	14	difficult	difficult	ADJ
ajsts-3210	84	15	than	than	SCONJ
ajsts-3210	84	16	anticipated	anticipate	VERB
ajsts-3210	84	17	.	.	PUNCT
ajsts-3210	85	1	in	in	ADP
ajsts-3210	85	2	this	this	DET
ajsts-3210	85	3	way	way	NOUN
ajsts-3210	85	4	,	,	PUNCT
ajsts-3210	85	5	it	it	PRON
ajsts-3210	85	6	would	would	AUX
ajsts-3210	85	7	be	be	AUX
ajsts-3210	85	8	difficult	difficult	ADJ
ajsts-3210	85	9	to	to	PART
ajsts-3210	85	10	optimize	optimize	VERB
ajsts-3210	85	11	costs	cost	NOUN
ajsts-3210	85	12	and	and	CCONJ
ajsts-3210	85	13	it	it	PRON
ajsts-3210	85	14	will	will	AUX
ajsts-3210	85	15	rise	rise	VERB
ajsts-3210	85	16	higher	high	ADJ
ajsts-3210	85	17	than	than	ADP
ajsts-3210	85	18	forecasted	forecast	VERB
ajsts-3210	85	19	apps	app	NOUN
ajsts-3210	85	20	(	(	PUNCT
ajsts-3210	85	21	zhang	zhang	PROPN
ajsts-3210	85	22	&	&	CCONJ
ajsts-3210	85	23	yuen	yuen	PROPN
ajsts-3210	85	24	,	,	PUNCT
ajsts-3210	85	25	2022	2022	NUM
ajsts-3210	85	26	)	)	PUNCT
ajsts-3210	85	27	.	.	PUNCT
ajsts-3210	86	1	the	the	DET
ajsts-3210	86	2	journey	journey	NOUN
ajsts-3210	86	3	to	to	PART
ajsts-3210	86	4	align	align	VERB
ajsts-3210	86	5	the	the	DET
ajsts-3210	86	6	business	business	NOUN
ajsts-3210	86	7	outcomes	outcome	NOUN
ajsts-3210	86	8	and	and	CCONJ
ajsts-3210	86	9	migrating	migrating	NOUN
ajsts-3210	86	10	towards	towards	ADP
ajsts-3210	86	11	the	the	DET
ajsts-3210	86	12	cloud	cloud	NOUN
ajsts-3210	86	13	is	be	AUX
ajsts-3210	86	14	technically	technically	ADV
ajsts-3210	86	15	a	a	DET
ajsts-3210	86	16	complex	complex	ADJ
ajsts-3210	86	17	process	process	NOUN
ajsts-3210	86	18	and	and	CCONJ
ajsts-3210	86	19	sometimes	sometimes	ADV
ajsts-3210	86	20	be	be	AUX
ajsts-3210	86	21	challenging	challenge	VERB
ajsts-3210	86	22	.	.	PUNCT
ajsts-3210	87	1	but	but	CCONJ
ajsts-3210	87	2	the	the	DET
ajsts-3210	87	3	artificial	artificial	ADJ
ajsts-3210	87	4	intelligencebased	intelligencebase	VERB
ajsts-3210	87	5	cloud	cloud	NOUN
ajsts-3210	87	6	planning	planning	NOUN
ajsts-3210	87	7	and	and	CCONJ
ajsts-3210	87	8	migration	migration	NOUN
ajsts-3210	87	9	software	software	NOUN
ajsts-3210	87	10	will	will	AUX
ajsts-3210	87	11	help	help	VERB
ajsts-3210	87	12	the	the	DET
ajsts-3210	87	13	organizations	organization	NOUN
ajsts-3210	87	14	to	to	PART
ajsts-3210	87	15	takes	take	VERB
ajsts-3210	87	16	the	the	DET
ajsts-3210	87	17	error	error	NOUN
ajsts-3210	87	18	-	-	PUNCT
ajsts-3210	87	19	prone	prone	ADJ
ajsts-3210	87	20	and	and	CCONJ
ajsts-3210	87	21	guesswork	guesswork	ADJ
ajsts-3210	87	22	manual	manual	ADJ
ajsts-3210	87	23	practices	practice	NOUN
ajsts-3210	87	24	out	out	ADP
ajsts-3210	87	25	of	of	ADP
ajsts-3210	87	26	the	the	DET
ajsts-3210	87	27	box	box	NOUN
ajsts-3210	87	28	to	to	PART
ajsts-3210	87	29	provide	provide	VERB
ajsts-3210	87	30	a	a	DET
ajsts-3210	87	31	variety	variety	NOUN
ajsts-3210	87	32	of	of	ADP
ajsts-3210	87	33	critical	critical	ADJ
ajsts-3210	87	34	data	datum	NOUN
ajsts-3210	87	35	insights	insight	NOUN
ajsts-3210	87	36	and	and	CCONJ
ajsts-3210	87	37	thus	thus	ADV
ajsts-3210	87	38	cut	cut	VERB
ajsts-3210	87	39	the	the	DET
ajsts-3210	87	40	cost	cost	NOUN
ajsts-3210	87	41	of	of	ADP
ajsts-3210	87	42	the	the	DET
ajsts-3210	87	43	cloud	cloud	NOUN
ajsts-3210	87	44	.	.	PUNCT
ajsts-3210	88	1	the	the	DET
ajsts-3210	88	2	ai	ai	NOUN
ajsts-3210	88	3	-	-	PUNCT
ajsts-3210	88	4	driven	drive	VERB
ajsts-3210	88	5	assessment	assessment	NOUN
ajsts-3210	88	6	will	will	AUX
ajsts-3210	88	7	enable	enable	VERB
ajsts-3210	88	8	enterprises	enterprise	NOUN
ajsts-3210	88	9	and	and	CCONJ
ajsts-3210	88	10	it	it	PRON
ajsts-3210	88	11	applications	application	NOUN
ajsts-3210	88	12	and	and	CCONJ
ajsts-3210	88	13	infrastructure	infrastructure	NOUN
ajsts-3210	88	14	organizations	organization	NOUN
ajsts-3210	88	15	to	to	PART
ajsts-3210	88	16	:	:	PUNCT
ajsts-3210	88	17	•	•	NUM
ajsts-3210	88	18	discover	discover	VERB
ajsts-3210	88	19	detailed	detailed	ADJ
ajsts-3210	88	20	usage	usage	NOUN
ajsts-3210	88	21	and	and	CCONJ
ajsts-3210	88	22	current	current	ADJ
ajsts-3210	88	23	clusters	cluster	NOUN
ajsts-3210	88	24	to	to	PART
ajsts-3210	88	25	make	make	VERB
ajsts-3210	88	26	an	an	DET
ajsts-3210	88	27	informed	informed	ADJ
ajsts-3210	88	28	and	and	CCONJ
ajsts-3210	88	29	effective	effective	ADJ
ajsts-3210	88	30	plan	plan	NOUN
ajsts-3210	88	31	and	and	CCONJ
ajsts-3210	88	32	move	move	VERB
ajsts-3210	88	33	to	to	ADP
ajsts-3210	88	34	the	the	DET
ajsts-3210	88	35	cloud	cloud	NOUN
ajsts-3210	88	36	.	.	PUNCT
ajsts-3210	89	1	•	•	NUM
ajsts-3210	89	2	prioritize	prioritize	VERB
ajsts-3210	89	3	and	and	CCONJ
ajsts-3210	89	4	identify	identify	VERB
ajsts-3210	89	5	certain	certain	ADJ
ajsts-3210	89	6	system	system	NOUN
ajsts-3210	89	7	application	application	NOUN
ajsts-3210	89	8	data	data	NOUN
ajsts-3210	89	9	workloads	workload	NOUN
ajsts-3210	89	10	such	such	ADJ
ajsts-3210	89	11	as	as	ADP
ajsts-3210	89	12	decoupled	decouple	VERB
ajsts-3210	89	13	storage	storage	NOUN
ajsts-3210	89	14	and	and	CCONJ
ajsts-3210	89	15	elastic	elastic	ADJ
ajsts-3210	89	16	scaling	scaling	NOUN
ajsts-3210	89	17	to	to	ADP
ajsts-3210	89	18	advantage	advantage	NOUN
ajsts-3210	89	19	from	from	ADP
ajsts-3210	89	20	cloud	cloud	ADJ
ajsts-3210	89	21	-	-	PUNCT
ajsts-3210	89	22	native	native	ADJ
ajsts-3210	89	23	capabilities	capability	NOUN
ajsts-3210	89	24	.	.	PUNCT
ajsts-3210	90	1	•	•	NUM
ajsts-3210	90	2	cloud	cloud	NOUN
ajsts-3210	90	3	migrating	migrating	NOUN
ajsts-3210	90	4	platforms	platform	NOUN
ajsts-3210	90	5	are	be	AUX
ajsts-3210	90	6	part	part	NOUN
ajsts-3210	90	7	of	of	ADP
ajsts-3210	90	8	the	the	DET
ajsts-3210	90	9	larger	large	ADJ
ajsts-3210	90	10	platforms	platform	NOUN
ajsts-3210	90	11	such	such	ADJ
ajsts-3210	90	12	as	as	ADP
ajsts-3210	90	13	(	(	PUNCT
ajsts-3210	90	14	saas	saas	NOUN
ajsts-3210	90	15	)	)	PUNCT
ajsts-3210	90	16	software	software	NOUN
ajsts-3210	90	17	-	-	PUNCT
ajsts-3210	90	18	as	as	ADP
ajsts-3210	90	19	-	-	PUNCT
ajsts-3210	90	20	a	a	DET
ajsts-3210	90	21	-	-	PUNCT
ajsts-3210	90	22	service	service	NOUN
ajsts-3210	90	23	,	,	PUNCT
ajsts-3210	90	24	to	to	PART
ajsts-3210	90	25	deliver	deliver	VERB
ajsts-3210	90	26	more	more	ADJ
ajsts-3210	90	27	value	value	NOUN
ajsts-3210	90	28	to	to	ADP
ajsts-3210	90	29	their	their	PRON
ajsts-3210	90	30	customers	customer	NOUN
ajsts-3210	90	31	.	.	PUNCT
ajsts-3210	91	1	•	•	ADV
ajsts-3210	91	2	define	define	VERB
ajsts-3210	91	3	the	the	DET
ajsts-3210	91	4	optimal	optimal	ADJ
ajsts-3210	91	5	cloud	cloud	NOUN
ajsts-3210	91	6	topology	topology	NOUN
ajsts-3210	91	7	that	that	PRON
ajsts-3210	91	8	minimizes	minimize	VERB
ajsts-3210	91	9	risks	risk	NOUN
ajsts-3210	91	10	or	or	CCONJ
ajsts-3210	91	11	costs	cost	NOUN
ajsts-3210	91	12	and	and	CCONJ
ajsts-3210	91	13	matches	match	VERB
ajsts-3210	91	14	a	a	DET
ajsts-3210	91	15	certain	certain	ADJ
ajsts-3210	91	16	business	business	NOUN
ajsts-3210	91	17	strategy	strategy	NOUN
ajsts-3210	91	18	and	and	CCONJ
ajsts-3210	91	19	goals	goal	NOUN
ajsts-3210	91	20	.	.	PUNCT
ajsts-3210	92	1	•	•	NUM
ajsts-3210	92	2	on	on	ADP
ajsts-3210	92	3	the	the	DET
ajsts-3210	92	4	amount	amount	NOUN
ajsts-3210	92	5	of	of	ADP
ajsts-3210	92	6	storage	storage	NOUN
ajsts-3210	92	7	space	space	NOUN
ajsts-3210	92	8	required	require	VERB
ajsts-3210	92	9	,	,	PUNCT
ajsts-3210	92	10	the	the	DET
ajsts-3210	92	11	users	user	NOUN
ajsts-3210	92	12	of	of	ADP
ajsts-3210	92	13	the	the	DET
ajsts-3210	92	14	system	system	NOUN
ajsts-3210	92	15	get	get	VERB
ajsts-3210	92	16	specific	specific	ADJ
ajsts-3210	92	17	instance	instance	NOUN
ajsts-3210	92	18	types	type	NOUN
ajsts-3210	92	19	of	of	ADP
ajsts-3210	92	20	artificial	artificial	ADJ
ajsts-3210	92	21	intelligence	intelligence	NOUN
ajsts-3210	92	22	recommendations	recommendation	NOUN
ajsts-3210	92	23	with	with	ADP
ajsts-3210	92	24	the	the	DET
ajsts-3210	92	25	option	option	NOUN
ajsts-3210	92	26	to	to	PART
ajsts-3210	92	27	choose	choose	VERB
ajsts-3210	92	28	between	between	ADP
ajsts-3210	92	29	object	object	NOUN
ajsts-3210	92	30	storage	storage	NOUN
ajsts-3210	92	31	and	and	CCONJ
ajsts-3210	92	32	local	local	ADJ
ajsts-3210	92	33	attached	attach	VERB
ajsts-3210	92	34	.	.	PUNCT
ajsts-3210	93	1	•	•	NUM
ajsts-3210	93	2	when	when	SCONJ
ajsts-3210	93	3	moving	move	VERB
ajsts-3210	93	4	and	and	CCONJ
ajsts-3210	93	5	planning	planning	NOUN
ajsts-3210	93	6	to	to	ADP
ajsts-3210	93	7	the	the	DET
ajsts-3210	93	8	cloud	cloud	NOUN
ajsts-3210	93	9	and	and	CCONJ
ajsts-3210	93	10	obtaining	obtain	VERB
ajsts-3210	93	11	hourly	hourly	ADJ
ajsts-3210	93	12	costs	cost	NOUN
ajsts-3210	93	13	expected	expect	VERB
ajsts-3210	93	14	,	,	PUNCT
ajsts-3210	93	15	it	it	PRON
ajsts-3210	93	16	will	will	AUX
ajsts-3210	93	17	allow	allow	VERB
ajsts-3210	93	18	the	the	DET
ajsts-3210	93	19	system	system	NOUN
ajsts-3210	93	20	users	user	NOUN
ajsts-3210	93	21	to	to	PART
ajsts-3210	93	22	contrast	contrast	VERB
ajsts-3210	93	23	and	and	CCONJ
ajsts-3210	93	24	compare	compare	VERB
ajsts-3210	93	25	different	different	ADJ
ajsts-3210	93	26	cloud	cloud	NOUN
ajsts-3210	93	27	services	service	NOUN
ajsts-3210	93	28	and	and	CCONJ
ajsts-3210	93	29	providers	provider	NOUN
ajsts-3210	93	30	costs	cost	NOUN
ajsts-3210	93	31	and	and	CCONJ
ajsts-3210	93	32	for	for	ADP
ajsts-3210	93	33	different	different	ADJ
ajsts-3210	93	34	goals	goal	NOUN
ajsts-3210	93	35	.	.	PUNCT
ajsts-3210	94	1	•	•	NUM
ajsts-3210	94	2	across	across	ADP
ajsts-3210	94	3	infrastructure	infrastructure	NOUN
ajsts-3210	94	4	as	as	ADP
ajsts-3210	94	5	a	a	DET
ajsts-3210	94	6	service	service	NOUN
ajsts-3210	94	7	and	and	CCONJ
ajsts-3210	94	8	managed	manage	VERB
ajsts-3210	94	9	hadoop	hadoop	NOUN
ajsts-3210	94	10	or	or	CCONJ
ajsts-3210	94	11	spark	spark	NOUN
ajsts-3210	94	12	platform	platform	NOUN
ajsts-3210	94	13	as	as	ADP
ajsts-3210	94	14	a	a	DET
ajsts-3210	94	15	service	service	NOUN
ajsts-3210	94	16	,	,	PUNCT
ajsts-3210	94	17	it	it	PRON
ajsts-3210	94	18	will	will	AUX
ajsts-3210	94	19	be	be	AUX
ajsts-3210	94	20	beneficial	beneficial	ADJ
ajsts-3210	94	21	to	to	PART
ajsts-3210	94	22	compare	compare	VERB
ajsts-3210	94	23	the	the	DET
ajsts-3210	94	24	costs	cost	NOUN
ajsts-3210	94	25	for	for	ADP
ajsts-3210	94	26	different	different	ADJ
ajsts-3210	94	27	cloud	cloud	NOUN
ajsts-3210	94	28	options	option	NOUN
ajsts-3210	94	29	.	.	PUNCT
ajsts-3210	95	1	•	•	NUM
ajsts-3210	95	2	users	user	NOUN
ajsts-3210	95	3	may	may	AUX
ajsts-3210	95	4	have	have	AUX
ajsts-3210	95	5	received	receive	VERB
ajsts-3210	95	6	volume	volume	NOUN
ajsts-3210	95	7	discounts	discount	NOUN
ajsts-3210	95	8	that	that	PRON
ajsts-3210	95	9	have	have	AUX
ajsts-3210	95	10	been	be	AUX
ajsts-3210	95	11	incorporated	incorporate	VERB
ajsts-3210	95	12	in	in	ADP
ajsts-3210	95	13	the	the	DET
ajsts-3210	95	14	default	default	NOUN
ajsts-3210	95	15	on	on	ADP
ajsts-3210	95	16	-	-	PUNCT
ajsts-3210	95	17	demand	demand	NOUN
ajsts-3210	95	18	cloud	cloud	NOUN
ajsts-3210	95	19	prices	price	NOUN
ajsts-3210	95	20	.	.	PUNCT
ajsts-3210	96	1	benefits	benefit	NOUN
ajsts-3210	96	2	of	of	ADP
ajsts-3210	96	3	migrating	migrate	VERB
ajsts-3210	96	4	to	to	ADP
ajsts-3210	96	5	the	the	DET
ajsts-3210	96	6	cloud	cloud	NOUN
ajsts-3210	96	7	scalability	scalability	NOUN
ajsts-3210	96	8	and	and	CCONJ
ajsts-3210	96	9	greater	great	ADJ
ajsts-3210	96	10	flexibility	flexibility	NOUN
ajsts-3210	96	11	despite	despite	SCONJ
ajsts-3210	96	12	on	on	ADP
ajsts-3210	96	13	-	-	PUNCT
ajsts-3210	96	14	premises	premise	NOUN
ajsts-3210	96	15	infrastructure	infrastructure	NOUN
ajsts-3210	96	16	,	,	PUNCT
ajsts-3210	96	17	cloud	cloud	NOUN
ajsts-3210	96	18	computing	computing	NOUN
ajsts-3210	96	19	can	can	AUX
ajsts-3210	96	20	scale	scale	VERB
ajsts-3210	96	21	up	up	ADP
ajsts-3210	96	22	to	to	ADP
ajsts-3210	96	23	greater	great	ADJ
ajsts-3210	96	24	numbers	number	NOUN
ajsts-3210	96	25	of	of	ADP
ajsts-3210	96	26	users	user	NOUN
ajsts-3210	96	27	far	far	ADV
ajsts-3210	96	28	more	more	ADV
ajsts-3210	96	29	easily	easily	ADV
ajsts-3210	96	30	and	and	CCONJ
ajsts-3210	96	31	support	support	VERB
ajsts-3210	96	32	larger	large	ADJ
ajsts-3210	96	33	workloads	workload	NOUN
ajsts-3210	96	34	and	and	CCONJ
ajsts-3210	96	35	data	datum	NOUN
ajsts-3210	96	36	,	,	PUNCT
ajsts-3210	96	37	which	which	PRON
ajsts-3210	96	38	requires	require	VERB
ajsts-3210	96	39	enterprises	enterprise	NOUN
ajsts-3210	96	40	and	and	CCONJ
ajsts-3210	96	41	it	it	PRON
ajsts-3210	96	42	applications	application	NOUN
ajsts-3210	96	43	and	and	CCONJ
ajsts-3210	96	44	infrastructure	infrastructure	NOUN
ajsts-3210	96	45	organizations	organization	NOUN
ajsts-3210	96	46	to	to	PART
ajsts-3210	96	47	set	set	VERB
ajsts-3210	96	48	up	up	ADP
ajsts-3210	96	49	and	and	CCONJ
ajsts-3210	96	50	purchase	purchase	VERB
ajsts-3210	96	51	additional	additional	ADJ
ajsts-3210	96	52	networking	networking	NOUN
ajsts-3210	96	53	equipment	equipment	NOUN
ajsts-3210	96	54	,	,	PUNCT
ajsts-3210	96	55	physical	physical	ADJ
ajsts-3210	96	56	servers	server	NOUN
ajsts-3210	96	57	,	,	PUNCT
ajsts-3210	96	58	or	or	CCONJ
ajsts-3210	96	59	software	software	NOUN
ajsts-3210	96	60	licenses	license	NOUN
ajsts-3210	96	61	.	.	PUNCT
ajsts-3210	97	1	the	the	DET
ajsts-3210	97	2	teams	team	NOUN
ajsts-3210	97	3	working	work	VERB
ajsts-3210	97	4	remotely	remotely	ADV
ajsts-3210	97	5	will	will	AUX
ajsts-3210	97	6	deploy	deploy	VERB
ajsts-3210	97	7	,	,	PUNCT
ajsts-3210	97	8	fix	fix	NOUN
ajsts-3210	97	9	issues	issue	NOUN
ajsts-3210	97	10	,	,	PUNCT
ajsts-3210	97	11	or	or	CCONJ
ajsts-3210	97	12	update	update	VERB
ajsts-3210	97	13	various	various	ADJ
ajsts-3210	97	14	machines	machine	NOUN
ajsts-3210	97	15	being	be	AUX
ajsts-3210	97	16	used	use	VERB
ajsts-3210	97	17	.	.	PUNCT
ajsts-3210	98	1	the	the	DET
ajsts-3210	98	2	procedure	procedure	NOUN
ajsts-3210	98	3	will	will	AUX
ajsts-3210	98	4	make	make	VERB
ajsts-3210	98	5	it	it	PRON
ajsts-3210	98	6	a	a	DET
ajsts-3210	98	7	more	more	ADV
ajsts-3210	98	8	flexible	flexible	ADJ
ajsts-3210	98	9	and	and	CCONJ
ajsts-3210	98	10	scalable	scalable	ADJ
ajsts-3210	98	11	solution	solution	NOUN
ajsts-3210	98	12	.	.	PUNCT
ajsts-3210	99	1	cost	cost	NOUN
ajsts-3210	99	2	reduction	reduction	NOUN
ajsts-3210	99	3	the	the	DET
ajsts-3210	99	4	artificial	artificial	ADJ
ajsts-3210	99	5	intelligence	intelligence	NOUN
ajsts-3210	99	6	-	-	PUNCT
ajsts-3210	99	7	based	base	VERB
ajsts-3210	99	8	cloud	cloud	NOUN
ajsts-3210	99	9	planning	planning	NOUN
ajsts-3210	99	10	and	and	CCONJ
ajsts-3210	99	11	migration	migration	NOUN
ajsts-3210	99	12	software	software	NOUN
ajsts-3210	99	13	will	will	AUX
ajsts-3210	99	14	help	help	VERB
ajsts-3210	99	15	the	the	DET
ajsts-3210	99	16	cloud	cloud	NOUN
ajsts-3210	99	17	providers	provider	NOUN
ajsts-3210	99	18	handle	handle	VERB
ajsts-3210	99	19	maintenance	maintenance	NOUN
ajsts-3210	99	20	and	and	CCONJ
ajsts-3210	99	21	upgrades	upgrade	NOUN
ajsts-3210	99	22	that	that	PRON
ajsts-3210	99	23	take	take	VERB
ajsts-3210	99	24	the	the	DET
ajsts-3210	99	25	error	error	NOUN
ajsts-3210	99	26	-	-	PUNCT
ajsts-3210	99	27	prone	prone	ADJ
ajsts-3210	99	28	and	and	CCONJ
ajsts-3210	99	29	guesswork	guesswork	ADJ
ajsts-3210	99	30	manual	manual	ADJ
ajsts-3210	99	31	practices	practice	NOUN
ajsts-3210	99	32	out	out	ADP
ajsts-3210	99	33	of	of	ADP
ajsts-3210	99	34	the	the	DET
ajsts-3210	99	35	box	box	NOUN
ajsts-3210	99	36	to	to	PART
ajsts-3210	99	37	provide	provide	VERB
ajsts-3210	99	38	a	a	DET
ajsts-3210	99	39	variety	variety	NOUN
ajsts-3210	99	40	of	of	ADP
ajsts-3210	99	41	critical	critical	ADJ
ajsts-3210	99	42	data	datum	NOUN
ajsts-3210	99	43	insights	insight	NOUN
ajsts-3210	99	44	and	and	CCONJ
ajsts-3210	99	45	thus	thus	ADV
ajsts-3210	99	46	cut	cut	VERB
ajsts-3210	99	47	the	the	DET
ajsts-3210	99	48	cost	cost	NOUN
ajsts-3210	99	49	of	of	ADP
ajsts-3210	99	50	the	the	DET
ajsts-3210	99	51	cloud	cloud	NOUN
ajsts-3210	99	52	.	.	PUNCT
ajsts-3210	100	1	in	in	ADP
ajsts-3210	100	2	this	this	DET
ajsts-3210	100	3	way	way	NOUN
ajsts-3210	100	4	,	,	PUNCT
ajsts-3210	100	5	they	they	PRON
ajsts-3210	100	6	can	can	AUX
ajsts-3210	100	7	reduce	reduce	VERB
ajsts-3210	100	8	the	the	DET
ajsts-3210	100	9	cost	cost	NOUN
ajsts-3210	100	10	they	they	PRON
ajsts-3210	100	11	spend	spend	VERB
ajsts-3210	100	12	on	on	ADP
ajsts-3210	100	13	it	it	PRON
ajsts-3210	100	14	or	or	CCONJ
ajsts-3210	100	15	other	other	ADJ
ajsts-3210	100	16	operations	operation	NOUN
ajsts-3210	100	17	.	.	PUNCT
ajsts-3210	101	1	the	the	DET
ajsts-3210	101	2	ai	ai	NOUN
ajsts-3210	101	3	-	-	PUNCT
ajsts-3210	101	4	driven	drive	VERB
ajsts-3210	101	5	assessment	assessment	NOUN
ajsts-3210	101	6	will	will	AUX
ajsts-3210	101	7	enable	enable	VERB
ajsts-3210	101	8	enterprises	enterprise	NOUN
ajsts-3210	101	9	and	and	CCONJ
ajsts-3210	101	10	it	it	PRON
ajsts-3210	101	11	applications	application	NOUN
ajsts-3210	101	12	and	and	CCONJ
ajsts-3210	101	13	infrastructure	infrastructure	NOUN
ajsts-3210	101	14	organizations	organization	NOUN
ajsts-3210	101	15	to	to	PART
ajsts-3210	101	16	discover	discover	VERB
ajsts-3210	101	17	detailed	detailed	ADJ
ajsts-3210	101	18	usage	usage	NOUN
ajsts-3210	101	19	and	and	CCONJ
ajsts-3210	101	20	current	current	ADJ
ajsts-3210	101	21	clusters	cluster	NOUN
ajsts-3210	101	22	to	to	PART
ajsts-3210	101	23	make	make	VERB
ajsts-3210	101	24	an	an	DET
ajsts-3210	101	25	informed	informed	ADJ
ajsts-3210	101	26	and	and	CCONJ
ajsts-3210	101	27	effective	effective	ADJ
ajsts-3210	101	28	plan	plan	NOUN
ajsts-3210	101	29	and	and	CCONJ
ajsts-3210	101	30	move	move	VERB
ajsts-3210	101	31	to	to	ADP
ajsts-3210	101	32	the	the	DET
ajsts-3210	101	33	cloud	cloud	NOUN
ajsts-3210	101	34	.	.	PUNCT
ajsts-3210	102	1	performance	performance	NOUN
ajsts-3210	102	2	for	for	ADP
ajsts-3210	102	3	some	some	DET
ajsts-3210	102	4	enterprises	enterprise	NOUN
ajsts-3210	102	5	and	and	CCONJ
ajsts-3210	102	6	it	it	PRON
ajsts-3210	102	7	applications	application	NOUN
ajsts-3210	102	8	and	and	CCONJ
ajsts-3210	102	9	infrastructure	infrastructure	NOUN
ajsts-3210	102	10	organizations	organization	NOUN
ajsts-3210	102	11	,	,	PUNCT
ajsts-3210	102	12	planning	planning	NOUN
ajsts-3210	102	13	and	and	CCONJ
ajsts-3210	102	14	migrating	migrating	NOUN
ajsts-3210	102	15	to	to	ADP
ajsts-3210	102	16	the	the	DET
ajsts-3210	102	17	cloud	cloud	NOUN
ajsts-3210	102	18	can	can	AUX
ajsts-3210	102	19	enable	enable	VERB
ajsts-3210	102	20	them	they	PRON
ajsts-3210	102	21	to	to	PART
ajsts-3210	102	22	enhance	enhance	VERB
ajsts-3210	102	23	the	the	DET
ajsts-3210	102	24	overall	overall	ADJ
ajsts-3210	102	25	user	user	NOUN
ajsts-3210	102	26	experience	experience	NOUN
ajsts-3210	102	27	for	for	ADP
ajsts-3210	102	28	their	their	PRON
ajsts-3210	102	29	customers	customer	NOUN
ajsts-3210	102	30	and	and	CCONJ
ajsts-3210	102	31	thus	thus	ADV
ajsts-3210	102	32	will	will	AUX
ajsts-3210	102	33	improve	improve	VERB
ajsts-3210	102	34	performance	performance	NOUN
ajsts-3210	102	35	reducing	reduce	VERB
ajsts-3210	102	36	latency	latency	NOUN
ajsts-3210	102	37	.	.	PUNCT
ajsts-3210	103	1	reduced	reduce	VERB
ajsts-3210	103	2	infrastructure	infrastructure	NOUN
ajsts-3210	103	3	complexity	complexity	NOUN
ajsts-3210	103	4	cloud	cloud	NOUN
ajsts-3210	103	5	systems	system	NOUN
ajsts-3210	103	6	reduce	reduce	VERB
ajsts-3210	103	7	the	the	DET
ajsts-3210	103	8	infrastructure	infrastructure	NOUN
ajsts-3210	103	9	complexity	complexity	NOUN
ajsts-3210	103	10	that	that	PRON
ajsts-3210	103	11	motivates	motivate	VERB
ajsts-3210	103	12	the	the	DET
ajsts-3210	103	13	structural	structural	ADJ
ajsts-3210	103	14	design	design	NOUN
ajsts-3210	103	15	being	be	AUX
ajsts-3210	103	16	used	use	VERB
ajsts-3210	103	17	to	to	PART
ajsts-3210	103	18	make	make	VERB
ajsts-3210	103	19	them	they	PRON
ajsts-3210	103	20	all	all	PRON
ajsts-3210	103	21	work	work	VERB
ajsts-3210	103	22	together	together	ADV
ajsts-3210	103	23	and	and	CCONJ
ajsts-3210	103	24	provides	provide	VERB
ajsts-3210	103	25	new	new	ADJ
ajsts-3210	103	26	machines	machine	NOUN
ajsts-3210	103	27	to	to	ADP
ajsts-3210	103	28	the	the	DET
ajsts-3210	103	29	needed	need	VERB
ajsts-3210	103	30	services	service	NOUN
ajsts-3210	103	31	.	.	PUNCT
ajsts-3210	104	1	advantages	advantage	NOUN
ajsts-3210	104	2	of	of	ADP
ajsts-3210	104	3	artificial	artificial	ADJ
ajsts-3210	104	4	intelligence	intelligence	NOUN
ajsts-3210	104	5	-	-	PUNCT
ajsts-3210	104	6	based	base	VERB
ajsts-3210	104	7	cloud	cloud	NOUN
ajsts-3210	104	8	planning	planning	NOUN
ajsts-3210	104	9	and	and	CCONJ
ajsts-3210	104	10	migration	migration	NOUN
ajsts-3210	104	11	here	here	ADV
ajsts-3210	104	12	are	be	AUX
ajsts-3210	104	13	enlisted	enlist	VERB
ajsts-3210	104	14	various	various	ADJ
ajsts-3210	104	15	advantages	advantage	NOUN
ajsts-3210	104	16	of	of	ADP
ajsts-3210	104	17	artificial	artificial	ADJ
ajsts-3210	104	18	intelligence	intelligence	NOUN
ajsts-3210	104	19	-	-	PUNCT
ajsts-3210	104	20	based	base	VERB
ajsts-3210	104	21	cloud	cloud	NOUN
ajsts-3210	104	22	planning	planning	NOUN
ajsts-3210	104	23	and	and	CCONJ
ajsts-3210	104	24	migration	migration	NOUN
ajsts-3210	104	25	:	:	PUNCT
ajsts-3210	104	26	•	•	NUM
ajsts-3210	104	27	artificial	artificial	ADJ
ajsts-3210	104	28	intelligence	intelligence	NOUN
ajsts-3210	104	29	powers	power	NOUN
ajsts-3210	104	30	cloud	cloud	NOUN
ajsts-3210	104	31	planning	planning	NOUN
ajsts-3210	104	32	and	and	CCONJ
ajsts-3210	104	33	migration	migration	NOUN
ajsts-3210	104	34	that	that	PRON
ajsts-3210	104	35	acts	act	VERB
ajsts-3210	104	36	as	as	ADP
ajsts-3210	104	37	an	an	DET
ajsts-3210	104	38	engine	engine	NOUN
ajsts-3210	104	39	to	to	PART
ajsts-3210	104	40	increase	increase	VERB
ajsts-3210	104	41	the	the	DET
ajsts-3210	104	42	impact	impact	NOUN
ajsts-3210	104	43	and	and	CCONJ
ajsts-3210	104	44	scope	scope	VERB
ajsts-3210	104	45	artificial	artificial	ADJ
ajsts-3210	104	46	intelligence	intelligence	NOUN
ajsts-3210	104	47	has	have	VERB
ajsts-3210	104	48	in	in	ADP
ajsts-3210	104	49	the	the	DET
ajsts-3210	104	50	greater	great	ADJ
ajsts-3210	104	51	market	market	NOUN
ajsts-3210	104	52	.	.	PUNCT
ajsts-3210	105	1	•	•	INTJ
ajsts-3210	105	2	it	it	PRON
ajsts-3210	105	3	infrastructure	infrastructure	NOUN
ajsts-3210	105	4	organizations	organization	NOUN
ajsts-3210	105	5	use	use	VERB
ajsts-3210	105	6	artificial	artificial	ADJ
ajsts-3210	105	7	intelligence	intelligence	NOUN
ajsts-3210	105	8	-	-	PUNCT
ajsts-3210	105	9	based	base	VERB
ajsts-3210	105	10	cloud	cloud	NOUN
ajsts-3210	105	11	planning	planning	NOUN
ajsts-3210	105	12	and	and	CCONJ
ajsts-3210	105	13	migration	migration	NOUN
ajsts-3210	105	14	tools	tool	NOUN
ajsts-3210	105	15	to	to	PART
ajsts-3210	105	16	help	help	VERB
ajsts-3210	105	17	automate	automate	VERB
ajsts-3210	105	18	repetitive	repetitive	ADJ
ajsts-3210	105	19	tasks	task	NOUN
ajsts-3210	105	20	and	and	CCONJ
ajsts-3210	105	21	streamline	streamline	VERB
ajsts-3210	105	22	workloads	workload	NOUN
ajsts-3210	105	23	(	(	PUNCT
ajsts-3210	105	24	liang	liang	PROPN
ajsts-3210	105	25	et	et	PROPN
ajsts-3210	105	26	al	al	PROPN
ajsts-3210	105	27	.	.	PROPN
ajsts-3210	105	28	,	,	PUNCT
ajsts-3210	105	29	2021	2021	NUM
ajsts-3210	105	30	)	)	PUNCT
ajsts-3210	105	31	.	.	PUNCT
ajsts-3210	106	1	•	•	NOUN
ajsts-3210	106	2	it	it	PRON
ajsts-3210	106	3	infrastructure	infrastructure	NOUN
ajsts-3210	106	4	organizations	organization	NOUN
ajsts-3210	106	5	are	be	AUX
ajsts-3210	106	6	moving	move	VERB
ajsts-3210	106	7	towards	towards	ADP
ajsts-3210	106	8	improving	improve	VERB
ajsts-3210	106	9	data	datum	NOUN
ajsts-3210	106	10	management	management	NOUN
ajsts-3210	106	11	processes	process	NOUN
ajsts-3210	106	12	.	.	PUNCT
ajsts-3210	107	1	•	•	NUM
ajsts-3210	107	2	artificial	artificial	ADJ
ajsts-3210	107	3	intelligence	intelligence	NOUN
ajsts-3210	107	4	-	-	PUNCT
ajsts-3210	107	5	based	base	VERB
ajsts-3210	107	6	cloud	cloud	NOUN
ajsts-3210	107	7	planning	planning	NOUN
ajsts-3210	107	8	and	and	CCONJ
ajsts-3210	107	9	migration	migration	NOUN
ajsts-3210	107	10	tools	tool	NOUN
ajsts-3210	107	11	can	can	AUX
ajsts-3210	107	12	help	help	VERB
ajsts-3210	107	13	modernize	modernize	VERB
ajsts-3210	107	14	the	the	DET
ajsts-3210	107	15	way	way	NOUN
ajsts-3210	107	16	data	datum	NOUN
ajsts-3210	107	17	is	be	AUX
ajsts-3210	107	18	updated	update	VERB
ajsts-3210	107	19	,	,	PUNCT
ajsts-3210	107	20	ingested	ingest	VERB
ajsts-3210	107	21	,	,	PUNCT
ajsts-3210	107	22	and	and	CCONJ
ajsts-3210	107	23	accomplished	accomplish	VERB
ajsts-3210	107	24	,	,	PUNCT
ajsts-3210	107	25	so	so	ADV
ajsts-3210	107	26	economic	economic	ADJ
ajsts-3210	107	27	organizations	organization	NOUN
ajsts-3210	107	28	easily	easily	ADV
ajsts-3210	107	29	submit	submit	VERB
ajsts-3210	107	30	precise	precise	ADJ
ajsts-3210	107	31	real	real	ADJ
ajsts-3210	107	32	-	-	PUNCT
ajsts-3210	107	33	time	time	NOUN
ajsts-3210	107	34	data	datum	NOUN
ajsts-3210	107	35	to	to	ADP
ajsts-3210	107	36	clients	client	NOUN
ajsts-3210	107	37	.	.	PUNCT
ajsts-3210	108	1	•	•	NUM
ajsts-3210	108	2	optimal	optimal	ADJ
ajsts-3210	108	3	cloud	cloud	NOUN
ajsts-3210	108	4	topology	topology	NOUN
ajsts-3210	108	5	using	use	VERB
ajsts-3210	108	6	machine	machine	NOUN
ajsts-3210	108	7	learning	learn	VERB
ajsts-3210	108	8	algorithms	algorithm	NOUN
ajsts-3210	108	9	minimizes	minimize	VERB
ajsts-3210	108	10	risks	risk	NOUN
ajsts-3210	108	11	or	or	CCONJ
ajsts-3210	108	12	costs	cost	NOUN
ajsts-3210	108	13	and	and	CCONJ
ajsts-3210	108	14	matches	match	VERB
ajsts-3210	108	15	a	a	DET
ajsts-3210	108	16	certain	certain	ADJ
ajsts-3210	108	17	business	business	NOUN
ajsts-3210	108	18	strategy	strategy	NOUN
ajsts-3210	108	19	and	and	CCONJ
ajsts-3210	108	20	goals	goal	NOUN
ajsts-3210	108	21	.	.	PUNCT
ajsts-3210	109	1	•	•	NUM
ajsts-3210	109	2	ai	ai	NOUN
ajsts-3210	109	3	-	-	PUNCT
ajsts-3210	109	4	powered	power	VERB
ajsts-3210	109	5	recommendations	recommendation	NOUN
ajsts-3210	109	6	and	and	CCONJ
ajsts-3210	109	7	full	full	ADJ
ajsts-3210	109	8	-	-	PUNCT
ajsts-3210	109	9	stack	stack	NOUN
ajsts-3210	109	10	visibility	visibility	NOUN
ajsts-3210	109	11	are	be	AUX
ajsts-3210	109	12	provided	provide	VERB
ajsts-3210	109	13	by	by	ADP
ajsts-3210	109	14	cloud	cloud	NOUN
ajsts-3210	109	15	migrating	migrating	NOUN
ajsts-3210	109	16	platforms	platform	NOUN
ajsts-3210	109	17	in	in	ADP
ajsts-3210	109	18	modern	modern	ADJ
ajsts-3210	109	19	data	datum	NOUN
ajsts-3210	109	20	applications	application	NOUN
ajsts-3210	109	21	to	to	PART
ajsts-3210	109	22	operate	operate	VERB
ajsts-3210	109	23	more	more	ADV
ajsts-3210	109	24	scalable	scalable	ADJ
ajsts-3210	109	25	and	and	CCONJ
ajsts-3210	109	26	reliable	reliable	ADJ
ajsts-3210	109	27	in	in	ADP
ajsts-3210	109	28	performance	performance	NOUN
ajsts-3210	109	29	.	.	PUNCT
ajsts-3210	110	1	•	•	NOUN
ajsts-3210	110	2	as	as	SCONJ
ajsts-3210	110	3	mostly	mostly	ADV
ajsts-3210	110	4	cloud	cloud	NOUN
ajsts-3210	110	5	migrating	migrating	NOUN
ajsts-3210	110	6	platforms	platform	NOUN
ajsts-3210	110	7	are	be	AUX
ajsts-3210	110	8	part	part	NOUN
ajsts-3210	110	9	of	of	ADP
ajsts-3210	110	10	the	the	DET
ajsts-3210	110	11	larger	large	ADJ
ajsts-3210	110	12	platforms	platform	NOUN
ajsts-3210	110	13	such	such	ADJ
ajsts-3210	110	14	as	as	ADP
ajsts-3210	110	15	(	(	PUNCT
ajsts-3210	110	16	saas	saas	NOUN
ajsts-3210	110	17	)	)	PUNCT
ajsts-3210	110	18	software	software	NOUN
ajsts-3210	110	19	-	-	PUNCT
ajsts-3210	110	20	as	as	ADP
ajsts-3210	110	21	-	-	PUNCT
ajsts-3210	110	22	a	a	DET
ajsts-3210	110	23	-	-	PUNCT
ajsts-3210	110	24	service	service	NOUN
ajsts-3210	110	25	,	,	PUNCT
ajsts-3210	110	26	to	to	PART
ajsts-3210	110	27	deliver	deliver	VERB
ajsts-3210	110	28	more	more	ADJ
ajsts-3210	110	29	value	value	NOUN
ajsts-3210	110	30	to	to	ADP
ajsts-3210	110	31	their	their	PRON
ajsts-3210	110	32	customers	customer	NOUN
ajsts-3210	110	33	.	.	PUNCT
ajsts-3210	111	1	•	•	NUM
ajsts-3210	111	2	optimal	optimal	ADJ
ajsts-3210	111	3	cloud	cloud	NOUN
ajsts-3210	111	4	migrating	migrating	NOUN
ajsts-3210	111	5	solutions	solution	NOUN
ajsts-3210	111	6	offer	offer	VERB
ajsts-3210	111	7	greater	great	ADJ
ajsts-3210	111	8	value	value	NOUN
ajsts-3210	111	9	to	to	ADP
ajsts-3210	111	10	the	the	DET
ajsts-3210	111	11	end	end	NOUN
ajsts-3210	111	12	-	-	PUNCT
ajsts-3210	111	13	users	user	NOUN
ajsts-3210	111	14	and	and	CCONJ
ajsts-3210	111	15	provide	provide	VERB
ajsts-3210	111	16	enhanced	enhanced	ADJ
ajsts-3210	111	17	functionality	functionality	NOUN
ajsts-3210	111	18	.	.	PUNCT
ajsts-3210	112	1	•	•	NUM
ajsts-3210	112	2	without	without	ADP
ajsts-3210	112	3	any	any	DET
ajsts-3210	112	4	interference	interference	NOUN
ajsts-3210	112	5	,	,	PUNCT
ajsts-3210	112	6	the	the	DET
ajsts-3210	112	7	cloud	cloud	NOUN
ajsts-3210	112	8	migrating	migrating	NOUN
ajsts-3210	112	9	applications	application	NOUN
ajsts-3210	112	10	are	be	AUX
ajsts-3210	112	11	revised	revise	VERB
ajsts-3210	112	12	at	at	ADP
ajsts-3210	112	13	the	the	DET
ajsts-3210	112	14	backend	backend	NOUN
ajsts-3210	112	15	,	,	PUNCT
ajsts-3210	112	16	therefore	therefore	ADV
ajsts-3210	112	17	resulting	result	VERB
ajsts-3210	112	18	in	in	ADP
ajsts-3210	112	19	enhanced	enhanced	ADJ
ajsts-3210	112	20	functionality	functionality	NOUN
ajsts-3210	112	21	and	and	CCONJ
ajsts-3210	112	22	improved	improve	VERB
ajsts-3210	112	23	organizationwide	organizationwide	ADJ
ajsts-3210	112	24	stability	stability	NOUN
ajsts-3210	112	25	.	.	PUNCT
ajsts-3210	113	1	•	•	NUM
ajsts-3210	113	2	cloud	cloud	NOUN
ajsts-3210	113	3	migrating	migrating	NOUN
ajsts-3210	113	4	solutions	solution	NOUN
ajsts-3210	113	5	for	for	ADP
ajsts-3210	113	6	enterprises	enterprise	NOUN
ajsts-3210	113	7	and	and	CCONJ
ajsts-3210	113	8	it	it	PRON
ajsts-3210	113	9	infrastructure	infrastructure	NOUN
ajsts-3210	113	10	organizations	organization	NOUN
ajsts-3210	113	11	provide	provide	VERB
ajsts-3210	113	12	a	a	DET
ajsts-3210	113	13	major	major	ADJ
ajsts-3210	113	14	advantage	advantage	NOUN
ajsts-3210	113	15	i.e.	i.e.	X
ajsts-3210	113	16	,	,	PUNCT
ajsts-3210	113	17	mobility	mobility	NOUN
ajsts-3210	113	18	to	to	PART
ajsts-3210	113	19	access	access	VERB
ajsts-3210	113	20	important	important	ADJ
ajsts-3210	113	21	applications	application	NOUN
ajsts-3210	113	22	that	that	PRON
ajsts-3210	113	23	it	it	PRON
ajsts-3210	113	24	offers	offer	VERB
ajsts-3210	113	25	for	for	ADP
ajsts-3210	113	26	all	all	DET
ajsts-3210	113	27	the	the	DET
ajsts-3210	113	28	employees	employee	NOUN
ajsts-3210	113	29	working	work	VERB
ajsts-3210	113	30	in	in	ADP
ajsts-3210	113	31	the	the	DET
ajsts-3210	113	32	organizations	organization	NOUN
ajsts-3210	113	33	(	(	PUNCT
ajsts-3210	113	34	lee	lee	PROPN
ajsts-3210	113	35	&	&	CCONJ
ajsts-3210	113	36	yoon	yoon	PROPN
ajsts-3210	113	37	,	,	PUNCT
ajsts-3210	113	38	2021	2021	NUM
ajsts-3210	113	39	)	)	PUNCT
ajsts-3210	113	40	.	.	PUNCT
ajsts-3210	114	1	•	•	INTJ
ajsts-3210	114	2	it	it	PRON
ajsts-3210	114	3	has	have	VERB
ajsts-3210	114	4	a	a	DET
ajsts-3210	114	5	reduced	reduce	VERB
ajsts-3210	114	6	cost	cost	NOUN
ajsts-3210	114	7	feature	feature	NOUN
ajsts-3210	114	8	that	that	PRON
ajsts-3210	114	9	can	can	AUX
ajsts-3210	114	10	spontaneously	spontaneously	ADV
ajsts-3210	114	11	alter	alter	VERB
ajsts-3210	114	12	the	the	DET
ajsts-3210	114	13	rating	rating	NOUN
ajsts-3210	114	14	on	on	ADP
ajsts-3210	114	15	a	a	DET
ajsts-3210	114	16	given	give	VERB
ajsts-3210	114	17	outcome	outcome	NOUN
ajsts-3210	114	18	to	to	PART
ajsts-3210	114	19	account	account	VERB
ajsts-3210	114	20	for	for	ADP
ajsts-3210	114	21	issues	issue	NOUN
ajsts-3210	114	22	such	such	ADJ
ajsts-3210	114	23	as	as	ADP
ajsts-3210	114	24	inventory	inventory	NOUN
ajsts-3210	114	25	levels	level	NOUN
ajsts-3210	114	26	,	,	PUNCT
ajsts-3210	114	27	demand	demand	NOUN
ajsts-3210	114	28	,	,	PUNCT
ajsts-3210	114	29	market	market	NOUN
ajsts-3210	114	30	trends	trend	NOUN
ajsts-3210	114	31	,	,	PUNCT
ajsts-3210	114	32	and	and	CCONJ
ajsts-3210	114	33	competitor	competitor	NOUN
ajsts-3210	114	34	sales	sale	NOUN
ajsts-3210	114	35	.	.	PUNCT
ajsts-3210	115	1	pa	pa	PROPN
ajsts-3210	115	2	ge	ge	PROPN
ajsts-3210	115	3	17	17	NUM
ajsts-3210	115	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	115	5	am	be	AUX
ajsts-3210	115	6	.	.	PUNCT
ajsts-3210	116	1	j.	j.	PROPN
ajsts-3210	116	2	smart	smart	PROPN
ajsts-3210	116	3	.	.	PUNCT
ajsts-3210	117	1	technol	technol	PROPN
ajsts-3210	117	2	.	.	PUNCT
ajsts-3210	117	3	solutions	solution	NOUN
ajsts-3210	117	4	3(2	3(2	NUM
ajsts-3210	117	5	)	)	PUNCT
ajsts-3210	117	6	13	13	NUM
ajsts-3210	117	7	-	-	SYM
ajsts-3210	117	8	24	24	NUM
ajsts-3210	117	9	,	,	PUNCT
ajsts-3210	117	10	2024	2024	NUM
ajsts-3210	117	11	disadvantages	disadvantage	NOUN
ajsts-3210	117	12	of	of	ADP
ajsts-3210	117	13	artificial	artificial	ADJ
ajsts-3210	117	14	intelligence	intelligence	NOUN
ajsts-3210	117	15	-	-	PUNCT
ajsts-3210	117	16	based	base	VERB
ajsts-3210	117	17	cloud	cloud	NOUN
ajsts-3210	117	18	planning	planning	NOUN
ajsts-3210	117	19	and	and	CCONJ
ajsts-3210	117	20	migration	migration	NOUN
ajsts-3210	117	21	here	here	ADV
ajsts-3210	117	22	are	be	AUX
ajsts-3210	117	23	enlisted	enlist	VERB
ajsts-3210	117	24	a	a	DET
ajsts-3210	117	25	few	few	ADJ
ajsts-3210	117	26	disadvantages	disadvantage	NOUN
ajsts-3210	117	27	of	of	ADP
ajsts-3210	117	28	artificial	artificial	ADJ
ajsts-3210	117	29	intelligence	intelligence	NOUN
ajsts-3210	117	30	-	-	PUNCT
ajsts-3210	117	31	based	base	VERB
ajsts-3210	117	32	cloud	cloud	NOUN
ajsts-3210	117	33	planning	planning	NOUN
ajsts-3210	117	34	and	and	CCONJ
ajsts-3210	117	35	migration	migration	NOUN
ajsts-3210	117	36	:	:	PUNCT
ajsts-3210	117	37	•	•	ADP
ajsts-3210	117	38	as	as	SCONJ
ajsts-3210	117	39	the	the	DET
ajsts-3210	117	40	data	datum	NOUN
ajsts-3210	117	41	has	have	AUX
ajsts-3210	117	42	been	be	AUX
ajsts-3210	117	43	migrated	migrate	VERB
ajsts-3210	117	44	and	and	CCONJ
ajsts-3210	117	45	shared	share	VERB
ajsts-3210	117	46	to	to	ADP
ajsts-3210	117	47	the	the	DET
ajsts-3210	117	48	cloud	cloud	NOUN
ajsts-3210	117	49	in	in	ADP
ajsts-3210	117	50	its	its	PRON
ajsts-3210	117	51	wholeness	wholeness	NOUN
ajsts-3210	117	52	,	,	PUNCT
ajsts-3210	117	53	it	it	PRON
ajsts-3210	117	54	might	might	AUX
ajsts-3210	117	55	be	be	AUX
ajsts-3210	117	56	possible	possible	ADJ
ajsts-3210	117	57	that	that	SCONJ
ajsts-3210	117	58	the	the	DET
ajsts-3210	117	59	data	datum	NOUN
ajsts-3210	117	60	may	may	AUX
ajsts-3210	117	61	get	get	AUX
ajsts-3210	117	62	lost	lose	VERB
ajsts-3210	117	63	and	and	CCONJ
ajsts-3210	117	64	might	might	AUX
ajsts-3210	117	65	eventually	eventually	ADV
ajsts-3210	117	66	leak	leak	VERB
ajsts-3210	117	67	out	out	ADP
ajsts-3210	117	68	.	.	PUNCT
ajsts-3210	118	1	•	•	NUM
ajsts-3210	118	2	the	the	DET
ajsts-3210	118	3	cloud	cloud	NOUN
ajsts-3210	118	4	migration	migration	NOUN
ajsts-3210	118	5	process	process	NOUN
ajsts-3210	118	6	is	be	AUX
ajsts-3210	118	7	a	a	DET
ajsts-3210	118	8	time	time	NOUN
ajsts-3210	118	9	-	-	PUNCT
ajsts-3210	118	10	intensive	intensive	ADJ
ajsts-3210	118	11	process	process	NOUN
ajsts-3210	118	12	that	that	PRON
ajsts-3210	118	13	requires	require	VERB
ajsts-3210	118	14	cautious	cautious	ADJ
ajsts-3210	118	15	data	datum	NOUN
ajsts-3210	118	16	evaluation	evaluation	NOUN
ajsts-3210	118	17	and	and	CCONJ
ajsts-3210	118	18	planning	planning	NOUN
ajsts-3210	118	19	,	,	PUNCT
ajsts-3210	118	20	if	if	SCONJ
ajsts-3210	118	21	not	not	PART
ajsts-3210	118	22	taken	take	VERB
ajsts-3210	118	23	care	care	NOUN
ajsts-3210	118	24	of	of	ADP
ajsts-3210	118	25	properly	properly	ADV
ajsts-3210	118	26	,	,	PUNCT
ajsts-3210	118	27	your	your	PRON
ajsts-3210	118	28	precious	precious	ADJ
ajsts-3210	118	29	data	datum	NOUN
ajsts-3210	118	30	might	might	AUX
ajsts-3210	118	31	be	be	AUX
ajsts-3210	118	32	lost	lose	VERB
ajsts-3210	118	33	,	,	PUNCT
ajsts-3210	118	34	and	and	CCONJ
ajsts-3210	118	35	in	in	ADP
ajsts-3210	118	36	certain	certain	ADJ
ajsts-3210	118	37	cases	case	NOUN
ajsts-3210	118	38	,	,	PUNCT
ajsts-3210	118	39	irretrievable	irretrievable	ADJ
ajsts-3210	118	40	.	.	PUNCT
ajsts-3210	119	1	•	•	NUM
ajsts-3210	119	2	when	when	SCONJ
ajsts-3210	119	3	data	datum	NOUN
ajsts-3210	119	4	is	be	AUX
ajsts-3210	119	5	planned	plan	VERB
ajsts-3210	119	6	and	and	CCONJ
ajsts-3210	119	7	migrated	migrate	VERB
ajsts-3210	119	8	from	from	ADP
ajsts-3210	119	9	the	the	DET
ajsts-3210	119	10	existing	exist	VERB
ajsts-3210	119	11	systems	system	NOUN
ajsts-3210	119	12	to	to	ADP
ajsts-3210	119	13	the	the	DET
ajsts-3210	119	14	cloud	cloud	NOUN
ajsts-3210	119	15	,	,	PUNCT
ajsts-3210	119	16	specific	specific	ADJ
ajsts-3210	119	17	protection	protection	NOUN
ajsts-3210	119	18	needs	need	VERB
ajsts-3210	119	19	to	to	PART
ajsts-3210	119	20	be	be	AUX
ajsts-3210	119	21	carried	carry	VERB
ajsts-3210	119	22	,	,	PUNCT
ajsts-3210	119	23	and	and	CCONJ
ajsts-3210	119	24	all	all	DET
ajsts-3210	119	25	the	the	DET
ajsts-3210	119	26	data	data	NOUN
ajsts-3210	119	27	security	security	NOUN
ajsts-3210	119	28	variables	variable	NOUN
ajsts-3210	119	29	need	need	VERB
ajsts-3210	119	30	to	to	PART
ajsts-3210	119	31	be	be	AUX
ajsts-3210	119	32	patterned	pattern	VERB
ajsts-3210	119	33	off	off	ADP
ajsts-3210	119	34	.	.	PUNCT
ajsts-3210	120	1	•	•	ADV
ajsts-3210	120	2	there	there	PRON
ajsts-3210	120	3	are	be	VERB
ajsts-3210	120	4	certain	certain	ADJ
ajsts-3210	120	5	interoperability	interoperability	NOUN
ajsts-3210	120	6	issues	issue	NOUN
ajsts-3210	120	7	while	while	SCONJ
ajsts-3210	120	8	transferring	transfer	VERB
ajsts-3210	120	9	data	datum	NOUN
ajsts-3210	120	10	to	to	ADP
ajsts-3210	120	11	the	the	DET
ajsts-3210	120	12	cloud	cloud	NOUN
ajsts-3210	120	13	,	,	PUNCT
ajsts-3210	120	14	which	which	PRON
ajsts-3210	120	15	means	mean	VERB
ajsts-3210	120	16	that	that	SCONJ
ajsts-3210	120	17	each	each	DET
ajsts-3210	120	18	software	software	NOUN
ajsts-3210	120	19	vendor	vendor	NOUN
ajsts-3210	120	20	considers	consider	VERB
ajsts-3210	120	21	cloud	cloud	ADJ
ajsts-3210	120	22	migration	migration	NOUN
ajsts-3210	120	23	in	in	ADP
ajsts-3210	120	24	their	their	PRON
ajsts-3210	120	25	understandings	understanding	NOUN
ajsts-3210	120	26	,	,	PUNCT
ajsts-3210	120	27	therefore	therefore	ADV
ajsts-3210	120	28	the	the	DET
ajsts-3210	120	29	process	process	NOUN
ajsts-3210	120	30	will	will	AUX
ajsts-3210	120	31	be	be	AUX
ajsts-3210	120	32	tough	tough	ADJ
ajsts-3210	120	33	for	for	ADP
ajsts-3210	120	34	specific	specific	ADJ
ajsts-3210	120	35	system	system	NOUN
ajsts-3210	120	36	applications	application	NOUN
ajsts-3210	120	37	to	to	PART
ajsts-3210	120	38	connect	connect	VERB
ajsts-3210	120	39	with	with	ADP
ajsts-3210	120	40	each	each	DET
ajsts-3210	120	41	other	other	ADJ
ajsts-3210	120	42	(	(	PUNCT
ajsts-3210	120	43	olabanji	olabanji	NOUN
ajsts-3210	120	44	et	et	NOUN
ajsts-3210	120	45	al	al	PROPN
ajsts-3210	120	46	.	.	PROPN
ajsts-3210	120	47	,	,	PUNCT
ajsts-3210	120	48	2023	2023	NUM
ajsts-3210	120	49	)	)	PUNCT
ajsts-3210	120	50	.	.	PUNCT
ajsts-3210	121	1	•	•	NUM
ajsts-3210	121	2	when	when	SCONJ
ajsts-3210	121	3	implementing	implement	VERB
ajsts-3210	121	4	a	a	DET
ajsts-3210	121	5	cloud	cloud	NOUN
ajsts-3210	121	6	migration	migration	NOUN
ajsts-3210	121	7	strategy	strategy	NOUN
ajsts-3210	121	8	for	for	ADP
ajsts-3210	121	9	an	an	DET
ajsts-3210	121	10	enterprise	enterprise	NOUN
ajsts-3210	121	11	-	-	PUNCT
ajsts-3210	121	12	wide	wide	ADJ
ajsts-3210	121	13	system	system	NOUN
ajsts-3210	121	14	,	,	PUNCT
ajsts-3210	121	15	it	it	PRON
ajsts-3210	121	16	is	be	AUX
ajsts-3210	121	17	necessary	necessary	ADJ
ajsts-3210	121	18	to	to	PART
ajsts-3210	121	19	recollect	recollect	VERB
ajsts-3210	121	20	the	the	DET
ajsts-3210	121	21	time	time	NOUN
ajsts-3210	121	22	that	that	SCONJ
ajsts-3210	121	23	the	the	DET
ajsts-3210	121	24	procedure	procedure	NOUN
ajsts-3210	121	25	will	will	AUX
ajsts-3210	121	26	take	take	VERB
ajsts-3210	121	27	,	,	PUNCT
ajsts-3210	121	28	because	because	SCONJ
ajsts-3210	121	29	it	it	PRON
ajsts-3210	121	30	will	will	AUX
ajsts-3210	121	31	sometimes	sometimes	ADV
ajsts-3210	121	32	take	take	VERB
ajsts-3210	121	33	more	more	ADJ
ajsts-3210	121	34	time	time	NOUN
ajsts-3210	121	35	than	than	SCONJ
ajsts-3210	121	36	required	require	VERB
ajsts-3210	121	37	.	.	PUNCT
ajsts-3210	122	1	use	use	NOUN
ajsts-3210	122	2	case	case	NOUN
ajsts-3210	122	3	:	:	PUNCT
ajsts-3210	122	4	optimizing	optimize	VERB
ajsts-3210	122	5	cloud	cloud	NOUN
ajsts-3210	122	6	migration	migration	NOUN
ajsts-3210	122	7	with	with	ADP
ajsts-3210	122	8	aidriven	aidriven	ADJ
ajsts-3210	122	9	planning	plan	VERB
ajsts-3210	122	10	a	a	DET
ajsts-3210	122	11	large	large	ADJ
ajsts-3210	122	12	enterprise	enterprise	NOUN
ajsts-3210	122	13	in	in	ADP
ajsts-3210	122	14	the	the	DET
ajsts-3210	122	15	finance	finance	NOUN
ajsts-3210	122	16	sector	sector	NOUN
ajsts-3210	122	17	is	be	AUX
ajsts-3210	122	18	planning	plan	VERB
ajsts-3210	122	19	to	to	PART
ajsts-3210	122	20	migrate	migrate	VERB
ajsts-3210	122	21	its	its	PRON
ajsts-3210	122	22	on	on	ADP
ajsts-3210	122	23	-	-	PUNCT
ajsts-3210	122	24	premises	premise	NOUN
ajsts-3210	122	25	data	datum	NOUN
ajsts-3210	122	26	and	and	CCONJ
ajsts-3210	122	27	applications	application	NOUN
ajsts-3210	122	28	to	to	ADP
ajsts-3210	122	29	the	the	DET
ajsts-3210	122	30	cloud	cloud	NOUN
ajsts-3210	122	31	to	to	PART
ajsts-3210	122	32	improve	improve	VERB
ajsts-3210	122	33	scalability	scalability	NOUN
ajsts-3210	122	34	,	,	PUNCT
ajsts-3210	122	35	security	security	NOUN
ajsts-3210	122	36	,	,	PUNCT
ajsts-3210	122	37	and	and	CCONJ
ajsts-3210	122	38	operational	operational	ADJ
ajsts-3210	122	39	efficiency	efficiency	NOUN
ajsts-3210	122	40	.	.	PUNCT
ajsts-3210	123	1	the	the	DET
ajsts-3210	123	2	company	company	NOUN
ajsts-3210	123	3	is	be	AUX
ajsts-3210	123	4	aware	aware	ADJ
ajsts-3210	123	5	of	of	ADP
ajsts-3210	123	6	the	the	DET
ajsts-3210	123	7	various	various	ADJ
ajsts-3210	123	8	difficulties	difficulty	NOUN
ajsts-3210	123	9	and	and	CCONJ
ajsts-3210	123	10	risks	risk	NOUN
ajsts-3210	123	11	involved	involve	VERB
ajsts-3210	123	12	in	in	ADP
ajsts-3210	123	13	utilizing	utilize	VERB
ajsts-3210	123	14	cloud	cloud	NOUN
ajsts-3210	123	15	services	service	NOUN
ajsts-3210	123	16	such	such	ADJ
ajsts-3210	123	17	as	as	ADP
ajsts-3210	123	18	the	the	DET
ajsts-3210	123	19	need	need	NOUN
ajsts-3210	123	20	to	to	PART
ajsts-3210	123	21	manage	manage	VERB
ajsts-3210	123	22	costs	cost	NOUN
ajsts-3210	123	23	and	and	CCONJ
ajsts-3210	123	24	improving	improve	VERB
ajsts-3210	123	25	the	the	DET
ajsts-3210	123	26	speed	speed	NOUN
ajsts-3210	123	27	.	.	PUNCT
ajsts-3210	124	1	to	to	PART
ajsts-3210	124	2	tackle	tackle	VERB
ajsts-3210	124	3	these	these	DET
ajsts-3210	124	4	challenges	challenge	NOUN
ajsts-3210	124	5	,	,	PUNCT
ajsts-3210	124	6	the	the	DET
ajsts-3210	124	7	enterprise	enterprise	NOUN
ajsts-3210	124	8	opts	opt	VERB
ajsts-3210	124	9	to	to	PART
ajsts-3210	124	10	adopt	adopt	VERB
ajsts-3210	124	11	the	the	DET
ajsts-3210	124	12	use	use	NOUN
ajsts-3210	124	13	of	of	ADP
ajsts-3210	124	14	ai	ai	VERB
ajsts-3210	124	15	in	in	ADP
ajsts-3210	124	16	their	their	PRON
ajsts-3210	124	17	cloud	cloud	NOUN
ajsts-3210	124	18	planning	planning	NOUN
ajsts-3210	124	19	and	and	CCONJ
ajsts-3210	124	20	migration	migration	NOUN
ajsts-3210	124	21	initiative	initiative	NOUN
ajsts-3210	124	22	.	.	PUNCT
ajsts-3210	125	1	initial	initial	ADJ
ajsts-3210	125	2	assessment	assessment	NOUN
ajsts-3210	125	3	the	the	DET
ajsts-3210	125	4	enterprise	enterprise	NOUN
ajsts-3210	125	5	starts	start	VERB
ajsts-3210	125	6	with	with	ADP
ajsts-3210	125	7	an	an	DET
ajsts-3210	125	8	assessment	assessment	NOUN
ajsts-3210	125	9	of	of	ADP
ajsts-3210	125	10	the	the	DET
ajsts-3210	125	11	current	current	ADJ
ajsts-3210	125	12	it	it	PRON
ajsts-3210	125	13	environment	environment	NOUN
ajsts-3210	125	14	and	and	CCONJ
ajsts-3210	125	15	outlines	outline	VERB
ajsts-3210	125	16	important	important	ADJ
ajsts-3210	125	17	systems	system	NOUN
ajsts-3210	125	18	and	and	CCONJ
ajsts-3210	125	19	applications	application	NOUN
ajsts-3210	125	20	that	that	PRON
ajsts-3210	125	21	would	would	AUX
ajsts-3210	125	22	be	be	AUX
ajsts-3210	125	23	most	most	ADV
ajsts-3210	125	24	advantageous	advantageous	ADJ
ajsts-3210	125	25	to	to	PART
ajsts-3210	125	26	be	be	AUX
ajsts-3210	125	27	migrated	migrate	VERB
ajsts-3210	125	28	.	.	PUNCT
ajsts-3210	126	1	it	it	PRON
ajsts-3210	126	2	uses	use	VERB
ajsts-3210	126	3	ai	ai	VERB
ajsts-3210	126	4	to	to	PART
ajsts-3210	126	5	evaluate	evaluate	VERB
ajsts-3210	126	6	the	the	DET
ajsts-3210	126	7	relationship	relationship	NOUN
ajsts-3210	126	8	,	,	PUNCT
ajsts-3210	126	9	integration	integration	NOUN
ajsts-3210	126	10	,	,	PUNCT
ajsts-3210	126	11	and	and	CCONJ
ajsts-3210	126	12	risks	risk	NOUN
ajsts-3210	126	13	involved	involve	VERB
ajsts-3210	126	14	in	in	ADP
ajsts-3210	126	15	transitioning	transition	VERB
ajsts-3210	126	16	specific	specific	ADJ
ajsts-3210	126	17	workloads	workload	NOUN
ajsts-3210	126	18	to	to	ADP
ajsts-3210	126	19	the	the	DET
ajsts-3210	126	20	cloud	cloud	NOUN
ajsts-3210	126	21	environment	environment	NOUN
ajsts-3210	126	22	.	.	PUNCT
ajsts-3210	127	1	this	this	PRON
ajsts-3210	127	2	allows	allow	VERB
ajsts-3210	127	3	the	the	DET
ajsts-3210	127	4	specific	specific	ADJ
ajsts-3210	127	5	components	component	NOUN
ajsts-3210	127	6	to	to	PART
ajsts-3210	127	7	be	be	AUX
ajsts-3210	127	8	systematically	systematically	ADV
ajsts-3210	127	9	assessed	assess	VERB
ajsts-3210	127	10	for	for	ADP
ajsts-3210	127	11	migration	migration	NOUN
ajsts-3210	127	12	,	,	PUNCT
ajsts-3210	127	13	while	while	SCONJ
ajsts-3210	127	14	retaining	retain	VERB
ajsts-3210	127	15	other	other	ADJ
ajsts-3210	127	16	parts	part	NOUN
ajsts-3210	127	17	of	of	ADP
ajsts-3210	127	18	the	the	DET
ajsts-3210	127	19	operation	operation	NOUN
ajsts-3210	127	20	internally	internally	ADV
ajsts-3210	127	21	.	.	PUNCT
ajsts-3210	128	1	ai	ai	VERB
ajsts-3210	128	2	-	-	PUNCT
ajsts-3210	128	3	driven	drive	VERB
ajsts-3210	128	4	cost	cost	NOUN
ajsts-3210	128	5	optimization	optimization	NOUN
ajsts-3210	128	6	recognizing	recognize	VERB
ajsts-3210	128	7	the	the	DET
ajsts-3210	128	8	fact	fact	NOUN
ajsts-3210	128	9	that	that	SCONJ
ajsts-3210	128	10	cloud	cloud	ADJ
ajsts-3210	128	11	migration	migration	NOUN
ajsts-3210	128	12	is	be	AUX
ajsts-3210	128	13	a	a	DET
ajsts-3210	128	14	huge	huge	ADJ
ajsts-3210	128	15	investment	investment	NOUN
ajsts-3210	129	1	,	,	PUNCT
ajsts-3210	129	2	the	the	DET
ajsts-3210	129	3	enterprise	enterprise	NOUN
ajsts-3210	129	4	employs	employ	VERB
ajsts-3210	129	5	cost	cost	NOUN
ajsts-3210	129	6	control	control	NOUN
ajsts-3210	129	7	algorithms	algorithm	NOUN
ajsts-3210	129	8	in	in	ADP
ajsts-3210	129	9	planning	planning	NOUN
ajsts-3210	129	10	and	and	CCONJ
ajsts-3210	129	11	migration	migration	NOUN
ajsts-3210	129	12	phasing	phasing	NOUN
ajsts-3210	129	13	.	.	PUNCT
ajsts-3210	130	1	the	the	DET
ajsts-3210	130	2	ai	ai	PROPN
ajsts-3210	130	3	system	system	NOUN
ajsts-3210	130	4	also	also	ADV
ajsts-3210	130	5	leverages	leverage	VERB
ajsts-3210	130	6	usage	usage	NOUN
ajsts-3210	130	7	history	history	NOUN
ajsts-3210	130	8	of	of	ADP
ajsts-3210	130	9	resources	resource	NOUN
ajsts-3210	130	10	to	to	PART
ajsts-3210	130	11	forecast	forecast	VERB
ajsts-3210	130	12	the	the	DET
ajsts-3210	130	13	future	future	ADJ
ajsts-3210	130	14	utilization	utilization	NOUN
ajsts-3210	130	15	of	of	ADP
ajsts-3210	130	16	the	the	DET
ajsts-3210	130	17	cloud	cloud	NOUN
ajsts-3210	130	18	and	and	CCONJ
ajsts-3210	130	19	suggest	suggest	VERB
ajsts-3210	130	20	the	the	DET
ajsts-3210	130	21	right	right	ADJ
ajsts-3210	130	22	architecture	architecture	NOUN
ajsts-3210	130	23	which	which	PRON
ajsts-3210	130	24	would	would	AUX
ajsts-3210	130	25	be	be	AUX
ajsts-3210	130	26	financially	financially	ADV
ajsts-3210	130	27	feasible	feasible	ADJ
ajsts-3210	130	28	.	.	PUNCT
ajsts-3210	131	1	this	this	PRON
ajsts-3210	131	2	makes	make	VERB
ajsts-3210	131	3	it	it	PRON
ajsts-3210	131	4	possible	possible	ADJ
ajsts-3210	131	5	for	for	SCONJ
ajsts-3210	131	6	the	the	DET
ajsts-3210	131	7	enterprise	enterprise	NOUN
ajsts-3210	131	8	to	to	PART
ajsts-3210	131	9	identify	identify	VERB
ajsts-3210	131	10	the	the	DET
ajsts-3210	131	11	most	most	ADV
ajsts-3210	131	12	suitable	suitable	ADJ
ajsts-3210	131	13	resources	resource	NOUN
ajsts-3210	131	14	needed	need	VERB
ajsts-3210	131	15	in	in	ADP
ajsts-3210	131	16	the	the	DET
ajsts-3210	131	17	migration	migration	NOUN
ajsts-3210	131	18	process	process	NOUN
ajsts-3210	131	19	so	so	SCONJ
ajsts-3210	131	20	that	that	SCONJ
ajsts-3210	131	21	it	it	PRON
ajsts-3210	131	22	does	do	AUX
ajsts-3210	131	23	not	not	PART
ajsts-3210	131	24	spend	spend	VERB
ajsts-3210	131	25	way	way	NOUN
ajsts-3210	131	26	over	over	ADP
ajsts-3210	131	27	what	what	PRON
ajsts-3210	131	28	it	it	PRON
ajsts-3210	131	29	had	have	AUX
ajsts-3210	131	30	budgeted	budget	VERB
ajsts-3210	131	31	for	for	ADP
ajsts-3210	131	32	.	.	PUNCT
ajsts-3210	132	1	workflow	workflow	NOUN
ajsts-3210	132	2	insights	insight	NOUN
ajsts-3210	132	3	with	with	ADP
ajsts-3210	132	4	data	data	NOUN
ajsts-3210	132	5	-	-	PUNCT
ajsts-3210	132	6	driven	drive	VERB
ajsts-3210	132	7	systems	system	NOUN
ajsts-3210	132	8	the	the	DET
ajsts-3210	132	9	enterprise	enterprise	NOUN
ajsts-3210	132	10	utilizes	utilize	VERB
ajsts-3210	132	11	data	datum	NOUN
ajsts-3210	132	12	analysis	analysis	NOUN
ajsts-3210	132	13	services	service	NOUN
ajsts-3210	132	14	such	such	ADJ
ajsts-3210	132	15	as	as	ADP
ajsts-3210	132	16	synapse	synapse	NOUN
ajsts-3210	132	17	that	that	PRON
ajsts-3210	132	18	amplifies	amplify	VERB
ajsts-3210	132	19	ai	ai	VERB
ajsts-3210	132	20	to	to	PART
ajsts-3210	132	21	identify	identify	VERB
ajsts-3210	132	22	trends	trend	NOUN
ajsts-3210	132	23	and	and	CCONJ
ajsts-3210	132	24	patterns	pattern	NOUN
ajsts-3210	132	25	regarding	regard	VERB
ajsts-3210	132	26	activities	activity	NOUN
ajsts-3210	132	27	and	and	CCONJ
ajsts-3210	132	28	operations	operation	NOUN
ajsts-3210	132	29	.	.	PUNCT
ajsts-3210	133	1	it	it	PRON
ajsts-3210	133	2	allows	allow	VERB
ajsts-3210	133	3	them	they	PRON
ajsts-3210	133	4	to	to	PART
ajsts-3210	133	5	analyze	analyze	VERB
ajsts-3210	133	6	the	the	DET
ajsts-3210	133	7	current	current	ADJ
ajsts-3210	133	8	operational	operational	ADJ
ajsts-3210	133	9	trends	trend	NOUN
ajsts-3210	133	10	,	,	PUNCT
ajsts-3210	133	11	evaluate	evaluate	VERB
ajsts-3210	133	12	and	and	CCONJ
ajsts-3210	133	13	possibly	possibly	ADV
ajsts-3210	133	14	optimize	optimize	VERB
ajsts-3210	133	15	pre	pre	NOUN
ajsts-3210	133	16	and	and	CCONJ
ajsts-3210	133	17	post	post	VERB
ajsts-3210	133	18	migration	migration	NOUN
ajsts-3210	133	19	processes	process	NOUN
ajsts-3210	133	20	.	.	PUNCT
ajsts-3210	134	1	the	the	DET
ajsts-3210	134	2	ai	ai	PROPN
ajsts-3210	134	3	system	system	NOUN
ajsts-3210	134	4	gathers	gather	VERB
ajsts-3210	134	5	relevant	relevant	ADJ
ajsts-3210	134	6	data	datum	NOUN
ajsts-3210	134	7	and	and	CCONJ
ajsts-3210	134	8	provides	provide	VERB
ajsts-3210	134	9	key	key	ADJ
ajsts-3210	134	10	information	information	NOUN
ajsts-3210	134	11	that	that	PRON
ajsts-3210	134	12	can	can	AUX
ajsts-3210	134	13	be	be	AUX
ajsts-3210	134	14	used	use	VERB
ajsts-3210	134	15	to	to	PART
ajsts-3210	134	16	improve	improve	VERB
ajsts-3210	134	17	the	the	DET
ajsts-3210	134	18	general	general	ADJ
ajsts-3210	134	19	functionality	functionality	NOUN
ajsts-3210	134	20	of	of	ADP
ajsts-3210	134	21	business	business	NOUN
ajsts-3210	134	22	and	and	CCONJ
ajsts-3210	134	23	the	the	DET
ajsts-3210	134	24	user	user	NOUN
ajsts-3210	134	25	experience	experience	NOUN
ajsts-3210	134	26	.	.	PUNCT
ajsts-3210	135	1	cloud	cloud	NOUN
ajsts-3210	135	2	migration	migration	NOUN
ajsts-3210	135	3	tool	tool	NOUN
ajsts-3210	135	4	selection	selection	NOUN
ajsts-3210	135	5	the	the	DET
ajsts-3210	135	6	enterprise	enterprise	NOUN
ajsts-3210	135	7	assesses	assess	VERB
ajsts-3210	135	8	available	available	ADJ
ajsts-3210	135	9	cloud	cloud	NOUN
ajsts-3210	135	10	migration	migration	NOUN
ajsts-3210	135	11	tools	tool	NOUN
ajsts-3210	135	12	for	for	ADP
ajsts-3210	135	13	migrating	migrating	NOUN
ajsts-3210	135	14	applications	application	NOUN
ajsts-3210	135	15	and	and	CCONJ
ajsts-3210	135	16	data	datum	NOUN
ajsts-3210	135	17	available	available	ADJ
ajsts-3210	135	18	from	from	ADP
ajsts-3210	135	19	primary	primary	ADJ
ajsts-3210	135	20	cloud	cloud	NOUN
ajsts-3210	135	21	service	service	NOUN
ajsts-3210	135	22	providers	provider	NOUN
ajsts-3210	135	23	and	and	CCONJ
ajsts-3210	135	24	other	other	ADJ
ajsts-3210	135	25	vendors	vendor	NOUN
ajsts-3210	135	26	,	,	PUNCT
ajsts-3210	135	27	including	include	VERB
ajsts-3210	135	28	google	google	PROPN
ajsts-3210	135	29	cloud	cloud	NOUN
ajsts-3210	135	30	,	,	PUNCT
ajsts-3210	135	31	azure	azure	NOUN
ajsts-3210	135	32	,	,	PUNCT
ajsts-3210	135	33	and	and	CCONJ
ajsts-3210	135	34	aws	aw	NOUN
ajsts-3210	135	35	.	.	PUNCT
ajsts-3210	136	1	it	it	PRON
ajsts-3210	136	2	is	be	AUX
ajsts-3210	136	3	easier	easy	ADJ
ajsts-3210	136	4	to	to	PART
ajsts-3210	136	5	define	define	VERB
ajsts-3210	136	6	the	the	DET
ajsts-3210	136	7	best	well	ADV
ajsts-3210	136	8	-	-	PUNCT
ajsts-3210	136	9	suited	suit	VERB
ajsts-3210	136	10	tools	tool	NOUN
ajsts-3210	136	11	based	base	VERB
ajsts-3210	136	12	on	on	ADP
ajsts-3210	136	13	their	their	PRON
ajsts-3210	136	14	features	feature	NOUN
ajsts-3210	136	15	,	,	PUNCT
ajsts-3210	136	16	price	price	NOUN
ajsts-3210	136	17	,	,	PUNCT
ajsts-3210	136	18	and	and	CCONJ
ajsts-3210	136	19	relevance	relevance	NOUN
ajsts-3210	136	20	based	base	VERB
ajsts-3210	136	21	on	on	ADP
ajsts-3210	136	22	the	the	DET
ajsts-3210	136	23	organization	organization	NOUN
ajsts-3210	136	24	’s	’s	PART
ajsts-3210	136	25	requirements	requirement	NOUN
ajsts-3210	136	26	when	when	SCONJ
ajsts-3210	136	27	using	use	VERB
ajsts-3210	136	28	an	an	DET
ajsts-3210	136	29	ai	ai	NOUN
ajsts-3210	136	30	-	-	PUNCT
ajsts-3210	136	31	based	base	VERB
ajsts-3210	136	32	analysis	analysis	NOUN
ajsts-3210	136	33	.	.	PUNCT
ajsts-3210	137	1	it	it	PRON
ajsts-3210	137	2	also	also	ADV
ajsts-3210	137	3	includes	include	VERB
ajsts-3210	137	4	other	other	ADJ
ajsts-3210	137	5	factors	factor	NOUN
ajsts-3210	137	6	such	such	ADJ
ajsts-3210	137	7	as	as	ADP
ajsts-3210	137	8	scalability	scalability	NOUN
ajsts-3210	137	9	,	,	PUNCT
ajsts-3210	137	10	fixed	fix	VERB
ajsts-3210	137	11	costs	cost	NOUN
ajsts-3210	137	12	and	and	CCONJ
ajsts-3210	137	13	costs	cost	NOUN
ajsts-3210	137	14	per	per	ADP
ajsts-3210	137	15	gigabyte	gigabyte	NOUN
ajsts-3210	137	16	which	which	PRON
ajsts-3210	137	17	makes	make	VERB
ajsts-3210	137	18	the	the	DET
ajsts-3210	137	19	process	process	NOUN
ajsts-3210	137	20	efficient	efficient	ADJ
ajsts-3210	137	21	during	during	ADP
ajsts-3210	137	22	migration	migration	NOUN
ajsts-3210	137	23	.	.	PUNCT
ajsts-3210	138	1	api	api	NOUN
ajsts-3210	138	2	usage	usage	NOUN
ajsts-3210	138	3	optimization	optimization	NOUN
ajsts-3210	138	4	another	another	DET
ajsts-3210	138	5	way	way	NOUN
ajsts-3210	138	6	in	in	ADP
ajsts-3210	138	7	which	which	PRON
ajsts-3210	138	8	the	the	DET
ajsts-3210	138	9	costs	cost	NOUN
ajsts-3210	138	10	are	be	AUX
ajsts-3210	138	11	further	far	ADV
ajsts-3210	138	12	reduced	reduce	VERB
ajsts-3210	138	13	is	be	AUX
ajsts-3210	138	14	using	use	VERB
ajsts-3210	138	15	artificial	artificial	ADJ
ajsts-3210	138	16	intelligence	intelligence	NOUN
ajsts-3210	138	17	algorithms	algorithm	NOUN
ajsts-3210	138	18	to	to	PART
ajsts-3210	138	19	regulate	regulate	VERB
ajsts-3210	138	20	the	the	DET
ajsts-3210	138	21	consumption	consumption	NOUN
ajsts-3210	138	22	of	of	ADP
ajsts-3210	138	23	apis	apis	PROPN
ajsts-3210	138	24	.	.	PUNCT
ajsts-3210	139	1	it	it	PRON
ajsts-3210	139	2	advises	advise	VERB
ajsts-3210	139	3	when	when	SCONJ
ajsts-3210	139	4	to	to	PART
ajsts-3210	139	5	consume	consume	VERB
ajsts-3210	139	6	apis	apis	PROPN
ajsts-3210	139	7	,	,	PUNCT
ajsts-3210	139	8	tears	tear	VERB
ajsts-3210	139	9	down	down	ADP
ajsts-3210	139	10	the	the	DET
ajsts-3210	139	11	cost	cost	NOUN
ajsts-3210	139	12	after	after	ADP
ajsts-3210	139	13	the	the	DET
ajsts-3210	139	14	demand	demand	NOUN
ajsts-3210	139	15	,	,	PUNCT
ajsts-3210	139	16	and	and	CCONJ
ajsts-3210	139	17	make	make	VERB
ajsts-3210	139	18	efficient	efficient	ADJ
ajsts-3210	139	19	usage	usage	NOUN
ajsts-3210	139	20	through	through	ADP
ajsts-3210	139	21	off	off	ADP
ajsts-3210	139	22	peak	peak	NOUN
ajsts-3210	139	23	utilization	utilization	NOUN
ajsts-3210	139	24	.	.	PUNCT
ajsts-3210	140	1	this	this	DET
ajsts-3210	140	2	way	way	NOUN
ajsts-3210	140	3	,	,	PUNCT
ajsts-3210	140	4	it	it	PRON
ajsts-3210	140	5	is	be	AUX
ajsts-3210	140	6	easier	easy	ADJ
ajsts-3210	140	7	to	to	PART
ajsts-3210	140	8	avoid	avoid	VERB
ajsts-3210	140	9	the	the	DET
ajsts-3210	140	10	accumulation	accumulation	NOUN
ajsts-3210	140	11	of	of	ADP
ajsts-3210	140	12	large	large	ADJ
ajsts-3210	140	13	api	api	NOUN
ajsts-3210	140	14	bills	bill	NOUN
ajsts-3210	140	15	as	as	ADV
ajsts-3210	140	16	well	well	ADV
ajsts-3210	140	17	as	as	ADP
ajsts-3210	140	18	the	the	DET
ajsts-3210	140	19	use	use	NOUN
ajsts-3210	140	20	of	of	ADP
ajsts-3210	140	21	apis	apis	NOUN
ajsts-3210	140	22	for	for	ADP
ajsts-3210	140	23	tasks	task	NOUN
ajsts-3210	140	24	that	that	PRON
ajsts-3210	140	25	are	be	AUX
ajsts-3210	140	26	outside	outside	ADP
ajsts-3210	140	27	the	the	DET
ajsts-3210	140	28	organization	organization	NOUN
ajsts-3210	140	29	’s	’s	PART
ajsts-3210	140	30	budget	budget	NOUN
ajsts-3210	140	31	capacity	capacity	NOUN
ajsts-3210	140	32	.	.	PUNCT
ajsts-3210	141	1	hybrid	hybrid	ADJ
ajsts-3210	141	2	cloud	cloud	NOUN
ajsts-3210	141	3	considerations	consideration	NOUN
ajsts-3210	141	4	noting	note	VERB
ajsts-3210	141	5	the	the	DET
ajsts-3210	141	6	dynamism	dynamism	NOUN
ajsts-3210	141	7	of	of	ADP
ajsts-3210	141	8	the	the	DET
ajsts-3210	141	9	cloud	cloud	NOUN
ajsts-3210	141	10	infrastructures	infrastructure	NOUN
ajsts-3210	142	1	,	,	PUNCT
ajsts-3210	142	2	the	the	DET
ajsts-3210	142	3	enterprise	enterprise	NOUN
ajsts-3210	142	4	considers	consider	VERB
ajsts-3210	142	5	the	the	DET
ajsts-3210	142	6	hybrid	hybrid	NOUN
ajsts-3210	142	7	model	model	NOUN
ajsts-3210	142	8	for	for	ADP
ajsts-3210	142	9	the	the	DET
ajsts-3210	142	10	cloud	cloud	NOUN
ajsts-3210	142	11	deployment	deployment	NOUN
ajsts-3210	142	12	.	.	PUNCT
ajsts-3210	143	1	ai	ai	VERB
ajsts-3210	143	2	can	can	AUX
ajsts-3210	143	3	be	be	AUX
ajsts-3210	143	4	useful	useful	ADJ
ajsts-3210	143	5	in	in	ADP
ajsts-3210	143	6	the	the	DET
ajsts-3210	143	7	evaluation	evaluation	NOUN
ajsts-3210	143	8	of	of	ADP
ajsts-3210	143	9	the	the	DET
ajsts-3210	143	10	prospects	prospect	NOUN
ajsts-3210	143	11	,	,	PUNCT
ajsts-3210	143	12	security	security	NOUN
ajsts-3210	143	13	repercussions	repercussion	NOUN
ajsts-3210	143	14	,	,	PUNCT
ajsts-3210	143	15	and	and	CCONJ
ajsts-3210	143	16	performance	performance	NOUN
ajsts-3210	143	17	advantages	advantage	NOUN
ajsts-3210	143	18	in	in	ADP
ajsts-3210	143	19	a	a	DET
ajsts-3210	143	20	best	good	ADJ
ajsts-3210	143	21	-	-	PUNCT
ajsts-3210	143	22	of	of	ADP
ajsts-3210	143	23	-	-	PUNCT
ajsts-3210	143	24	breed	breed	NOUN
ajsts-3210	143	25	strategy	strategy	NOUN
ajsts-3210	143	26	.	.	PUNCT
ajsts-3210	144	1	the	the	DET
ajsts-3210	144	2	ai	ai	PROPN
ajsts-3210	144	3	system	system	NOUN
ajsts-3210	144	4	is	be	AUX
ajsts-3210	144	5	also	also	ADV
ajsts-3210	144	6	beneficial	beneficial	ADJ
ajsts-3210	144	7	for	for	ADP
ajsts-3210	144	8	the	the	DET
ajsts-3210	144	9	balancing	balancing	NOUN
ajsts-3210	144	10	of	of	ADP
ajsts-3210	144	11	on	on	ADP
ajsts-3210	144	12	-	-	PUNCT
ajsts-3210	144	13	premises	premise	NOUN
ajsts-3210	144	14	and	and	CCONJ
ajsts-3210	144	15	cloud	cloud	NOUN
ajsts-3210	144	16	infrastructure	infrastructure	NOUN
ajsts-3210	144	17	and	and	CCONJ
ajsts-3210	144	18	the	the	DET
ajsts-3210	144	19	linking	linking	NOUN
ajsts-3210	144	20	that	that	PRON
ajsts-3210	144	21	is	be	AUX
ajsts-3210	144	22	done	do	VERB
ajsts-3210	144	23	to	to	PART
ajsts-3210	144	24	make	make	VERB
ajsts-3210	144	25	the	the	DET
ajsts-3210	144	26	solution	solution	NOUN
ajsts-3210	144	27	as	as	ADP
ajsts-3210	144	28	agile	agile	ADJ
ajsts-3210	144	29	and	and	CCONJ
ajsts-3210	144	30	portable	portable	ADJ
ajsts-3210	144	31	as	as	ADP
ajsts-3210	144	32	possible	possible	ADJ
ajsts-3210	144	33	.	.	PUNCT
ajsts-3210	145	1	in	in	ADP
ajsts-3210	145	2	this	this	DET
ajsts-3210	145	3	way	way	NOUN
ajsts-3210	145	4	,	,	PUNCT
ajsts-3210	145	5	by	by	ADP
ajsts-3210	145	6	applying	apply	VERB
ajsts-3210	145	7	the	the	DET
ajsts-3210	145	8	elements	element	NOUN
ajsts-3210	145	9	of	of	ADP
ajsts-3210	145	10	ai	ai	VERB
ajsts-3210	145	11	to	to	ADP
ajsts-3210	145	12	the	the	DET
ajsts-3210	145	13	process	process	NOUN
ajsts-3210	145	14	of	of	ADP
ajsts-3210	145	15	cloud	cloud	NOUN
ajsts-3210	145	16	planning	planning	NOUN
ajsts-3210	145	17	and	and	CCONJ
ajsts-3210	145	18	migration	migration	NOUN
ajsts-3210	145	19	within	within	ADP
ajsts-3210	145	20	the	the	DET
ajsts-3210	145	21	enterprise	enterprise	NOUN
ajsts-3210	145	22	,	,	PUNCT
ajsts-3210	145	23	the	the	DET
ajsts-3210	145	24	migration	migration	NOUN
ajsts-3210	145	25	is	be	AUX
ajsts-3210	145	26	successful	successful	ADJ
ajsts-3210	145	27	accompanied	accompany	VERB
ajsts-3210	145	28	by	by	ADP
ajsts-3210	145	29	the	the	DET
ajsts-3210	145	30	optimized	optimize	VERB
ajsts-3210	145	31	costs	cost	NOUN
ajsts-3210	145	32	,	,	PUNCT
ajsts-3210	145	33	the	the	DET
ajsts-3210	145	34	improved	improved	ADJ
ajsts-3210	145	35	performance	performance	NOUN
ajsts-3210	145	36	,	,	PUNCT
ajsts-3210	145	37	and	and	CCONJ
ajsts-3210	145	38	the	the	DET
ajsts-3210	145	39	better	well	ADJ
ajsts-3210	145	40	overall	overall	ADJ
ajsts-3210	145	41	experience	experience	NOUN
ajsts-3210	145	42	of	of	ADP
ajsts-3210	145	43	users	user	NOUN
ajsts-3210	145	44	.	.	PUNCT
ajsts-3210	146	1	in	in	ADP
ajsts-3210	146	2	this	this	DET
ajsts-3210	146	3	manner	manner	NOUN
ajsts-3210	146	4	,	,	PUNCT
ajsts-3210	146	5	the	the	DET
ajsts-3210	146	6	data	datum	NOUN
ajsts-3210	146	7	gathered	gather	VERB
ajsts-3210	146	8	during	during	ADP
ajsts-3210	146	9	the	the	DET
ajsts-3210	146	10	process	process	NOUN
ajsts-3210	146	11	equips	equip	VERB
ajsts-3210	146	12	the	the	DET
ajsts-3210	146	13	company	company	NOUN
ajsts-3210	146	14	with	with	ADP
ajsts-3210	146	15	decisionmaking	decisionmake	VERB
ajsts-3210	146	16	tools	tool	NOUN
ajsts-3210	146	17	,	,	PUNCT
ajsts-3210	146	18	aligns	align	VERB
ajsts-3210	146	19	it	it	PRON
ajsts-3210	146	20	to	to	PART
ajsts-3210	146	21	meet	meet	VERB
ajsts-3210	146	22	emerging	emerge	VERB
ajsts-3210	146	23	requirements	requirement	NOUN
ajsts-3210	146	24	and	and	CCONJ
ajsts-3210	146	25	enables	enable	VERB
ajsts-3210	146	26	it	it	PRON
ajsts-3210	146	27	to	to	PART
ajsts-3210	146	28	thrive	thrive	VERB
ajsts-3210	146	29	in	in	ADP
ajsts-3210	146	30	the	the	DET
ajsts-3210	146	31	cloud	cloud	NOUN
ajsts-3210	146	32	setting	setting	NOUN
ajsts-3210	146	33	.	.	PUNCT
ajsts-3210	147	1	initial	initial	ADJ
ajsts-3210	147	2	assessment	assessment	NOUN
ajsts-3210	147	3	using	use	VERB
ajsts-3210	147	4	ai	ai	PROPN
ajsts-3210	147	5	algorithms	algorithms	NOUN
ajsts-3210	147	6	inventory	inventory	NOUN
ajsts-3210	147	7	analysis	analysis	NOUN
ajsts-3210	147	8	objective	objective	NOUN
ajsts-3210	147	9	the	the	DET
ajsts-3210	147	10	first	first	ADJ
ajsts-3210	147	11	step	step	NOUN
ajsts-3210	147	12	therefore	therefore	ADV
ajsts-3210	147	13	entails	entail	VERB
ajsts-3210	147	14	identifying	identify	VERB
ajsts-3210	147	15	all	all	DET
ajsts-3210	147	16	the	the	DET
ajsts-3210	147	17	systems	system	NOUN
ajsts-3210	147	18	,	,	PUNCT
ajsts-3210	147	19	applications	application	NOUN
ajsts-3210	147	20	and	and	CCONJ
ajsts-3210	147	21	dependencies	dependency	NOUN
ajsts-3210	147	22	within	within	ADP
ajsts-3210	147	23	the	the	DET
ajsts-3210	147	24	enterprise	enterprise	NOUN
ajsts-3210	147	25	it	it	PRON
ajsts-3210	147	26	environment	environment	NOUN
ajsts-3210	147	27	that	that	PRON
ajsts-3210	147	28	need	need	VERB
ajsts-3210	147	29	to	to	PART
ajsts-3210	147	30	be	be	AUX
ajsts-3210	147	31	rectified	rectify	VERB
ajsts-3210	147	32	.	.	PUNCT
ajsts-3210	148	1	ai	ai	VERB
ajsts-3210	148	2	integration	integration	NOUN
ajsts-3210	148	3	there	there	PRON
ajsts-3210	148	4	is	be	VERB
ajsts-3210	148	5	also	also	ADV
ajsts-3210	148	6	the	the	DET
ajsts-3210	148	7	use	use	NOUN
ajsts-3210	148	8	of	of	ADP
ajsts-3210	148	9	ai	ai	VERB
ajsts-3210	148	10	in	in	ADP
ajsts-3210	148	11	identifying	identify	VERB
ajsts-3210	148	12	all	all	DET
ajsts-3210	148	13	the	the	DET
ajsts-3210	148	14	existing	exist	VERB
ajsts-3210	148	15	pa	pa	PROPN
ajsts-3210	148	16	ge	ge	PROPN
ajsts-3210	148	17	18	18	NUM
ajsts-3210	148	18	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	148	19	am	be	AUX
ajsts-3210	148	20	.	.	PUNCT
ajsts-3210	149	1	j.	j.	PROPN
ajsts-3210	149	2	smart	smart	PROPN
ajsts-3210	149	3	.	.	PUNCT
ajsts-3210	150	1	technol	technol	PROPN
ajsts-3210	150	2	.	.	PUNCT
ajsts-3210	150	3	solutions	solution	NOUN
ajsts-3210	150	4	3(2	3(2	NUM
ajsts-3210	150	5	)	)	PUNCT
ajsts-3210	150	6	13	13	NUM
ajsts-3210	150	7	-	-	SYM
ajsts-3210	150	8	24	24	NUM
ajsts-3210	150	9	,	,	PUNCT
ajsts-3210	150	10	2024	2024	NUM
ajsts-3210	150	11	components	component	NOUN
ajsts-3210	150	12	within	within	ADP
ajsts-3210	150	13	the	the	DET
ajsts-3210	150	14	environment	environment	NOUN
ajsts-3210	150	15	and	and	CCONJ
ajsts-3210	150	16	categorizing	categorize	VERB
ajsts-3210	150	17	them	they	PRON
ajsts-3210	150	18	suitably	suitably	ADV
ajsts-3210	150	19	through	through	ADP
ajsts-3210	150	20	algorithms	algorithm	NOUN
ajsts-3210	150	21	that	that	PRON
ajsts-3210	150	22	have	have	AUX
ajsts-3210	150	23	been	be	AUX
ajsts-3210	150	24	designed	design	VERB
ajsts-3210	150	25	for	for	ADP
ajsts-3210	150	26	the	the	DET
ajsts-3210	150	27	purpose	purpose	NOUN
ajsts-3210	150	28	.	.	PUNCT
ajsts-3210	151	1	this	this	PRON
ajsts-3210	151	2	involves	involve	VERB
ajsts-3210	151	3	the	the	DET
ajsts-3210	151	4	process	process	NOUN
ajsts-3210	151	5	of	of	ADP
ajsts-3210	151	6	sing	se	VERB
ajsts-3210	151	7	out	out	ADP
ajsts-3210	151	8	system	system	NOUN
ajsts-3210	151	9	that	that	PRON
ajsts-3210	151	10	are	be	AUX
ajsts-3210	151	11	right	right	ADJ
ajsts-3210	151	12	choice	choice	NOUN
ajsts-3210	151	13	of	of	ADP
ajsts-3210	151	14	being	be	AUX
ajsts-3210	151	15	migrated	migrate	VERB
ajsts-3210	151	16	and	and	CCONJ
ajsts-3210	151	17	the	the	DET
ajsts-3210	151	18	relation	relation	NOUN
ajsts-3210	151	19	between	between	ADP
ajsts-3210	151	20	them	they	PRON
ajsts-3210	151	21	.	.	PUNCT
ajsts-3210	152	1	compatibility	compatibility	NOUN
ajsts-3210	152	2	assessment	assessment	NOUN
ajsts-3210	152	3	objective	objective	NOUN
ajsts-3210	152	4	the	the	DET
ajsts-3210	152	5	enterprise	enterprise	NOUN
ajsts-3210	152	6	shall	shall	AUX
ajsts-3210	152	7	be	be	AUX
ajsts-3210	152	8	able	able	ADJ
ajsts-3210	152	9	to	to	PART
ajsts-3210	152	10	determine	determine	VERB
ajsts-3210	152	11	that	that	SCONJ
ajsts-3210	152	12	the	the	DET
ajsts-3210	152	13	identified	identify	VERB
ajsts-3210	152	14	systems	system	NOUN
ajsts-3210	152	15	and	and	CCONJ
ajsts-3210	152	16	applications	application	NOUN
ajsts-3210	152	17	can	can	AUX
ajsts-3210	152	18	easily	easily	ADV
ajsts-3210	152	19	be	be	AUX
ajsts-3210	152	20	migrated	migrate	VERB
ajsts-3210	152	21	compliant	compliant	ADJ
ajsts-3210	152	22	with	with	ADP
ajsts-3210	152	23	the	the	DET
ajsts-3210	152	24	cloud	cloud	ADJ
ajsts-3210	152	25	environment	environment	NOUN
ajsts-3210	152	26	without	without	ADP
ajsts-3210	152	27	losing	lose	VERB
ajsts-3210	152	28	their	their	PRON
ajsts-3210	152	29	functionality	functionality	NOUN
ajsts-3210	152	30	and	and	CCONJ
ajsts-3210	152	31	performance	performance	NOUN
ajsts-3210	152	32	.	.	PUNCT
ajsts-3210	153	1	ai	ai	AUX
ajsts-3210	153	2	integration	integration	NOUN
ajsts-3210	153	3	sophisticated	sophisticated	ADJ
ajsts-3210	153	4	ai	ai	PROPN
ajsts-3210	153	5	methods	method	NOUN
ajsts-3210	153	6	analyze	analyze	VERB
ajsts-3210	153	7	how	how	SCONJ
ajsts-3210	153	8	each	each	DET
ajsts-3210	153	9	element	element	NOUN
ajsts-3210	153	10	works	work	VERB
ajsts-3210	153	11	with	with	ADP
ajsts-3210	153	12	cloud	cloud	NOUN
ajsts-3210	153	13	architectures	architecture	NOUN
ajsts-3210	153	14	.	.	PUNCT
ajsts-3210	154	1	it	it	PRON
ajsts-3210	154	2	includes	include	VERB
ajsts-3210	154	3	,	,	PUNCT
ajsts-3210	154	4	for	for	ADP
ajsts-3210	154	5	example	example	NOUN
ajsts-3210	154	6	the	the	DET
ajsts-3210	154	7	examination	examination	NOUN
ajsts-3210	154	8	of	of	ADP
ajsts-3210	154	9	the	the	DET
ajsts-3210	154	10	application	application	NOUN
ajsts-3210	154	11	’s	’s	PART
ajsts-3210	154	12	dependencies	dependency	NOUN
ajsts-3210	154	13	and	and	CCONJ
ajsts-3210	154	14	hardware	hardware	NOUN
ajsts-3210	154	15	and	and	CCONJ
ajsts-3210	154	16	other	other	ADJ
ajsts-3210	154	17	potential	potential	ADJ
ajsts-3210	154	18	matchups	matchup	NOUN
ajsts-3210	154	19	to	to	PART
ajsts-3210	154	20	assess	assess	VERB
ajsts-3210	154	21	the	the	DET
ajsts-3210	154	22	possibility	possibility	NOUN
ajsts-3210	154	23	of	of	ADP
ajsts-3210	154	24	migrating	migrating	NOUN
ajsts-3210	154	25	(	(	PUNCT
ajsts-3210	154	26	dhaya	dhaya	NOUN
ajsts-3210	154	27	&	&	CCONJ
ajsts-3210	154	28	kanthavel	kanthavel	PROPN
ajsts-3210	154	29	,	,	PUNCT
ajsts-3210	154	30	2022	2022	NUM
ajsts-3210	154	31	)	)	PUNCT
ajsts-3210	154	32	.	.	PUNCT
ajsts-3210	155	1	dependency	dependency	NOUN
ajsts-3210	155	2	mapping	mapping	NOUN
ajsts-3210	155	3	objective	objective	NOUN
ajsts-3210	155	4	:	:	PUNCT
ajsts-3210	155	5	the	the	DET
ajsts-3210	155	6	importance	importance	NOUN
ajsts-3210	155	7	of	of	ADP
ajsts-3210	155	8	comprehending	comprehend	VERB
ajsts-3210	155	9	how	how	SCONJ
ajsts-3210	155	10	various	various	ADJ
ajsts-3210	155	11	systems	system	NOUN
ajsts-3210	155	12	depend	depend	VERB
ajsts-3210	155	13	on	on	ADP
ajsts-3210	155	14	each	each	DET
ajsts-3210	155	15	other	other	ADJ
ajsts-3210	155	16	when	when	SCONJ
ajsts-3210	155	17	migrating	migrating	NOUN
ajsts-3210	155	18	can	can	AUX
ajsts-3210	155	19	not	not	PART
ajsts-3210	155	20	be	be	AUX
ajsts-3210	155	21	overemphasized	overemphasize	VERB
ajsts-3210	155	22	since	since	SCONJ
ajsts-3210	155	23	it	it	PRON
ajsts-3210	155	24	is	be	AUX
ajsts-3210	155	25	the	the	DET
ajsts-3210	155	26	key	key	NOUN
ajsts-3210	155	27	to	to	ADP
ajsts-3210	155	28	avoiding	avoid	VERB
ajsts-3210	155	29	interruptions	interruption	NOUN
ajsts-3210	155	30	and	and	CCONJ
ajsts-3210	155	31	ensuring	ensure	VERB
ajsts-3210	155	32	a	a	DET
ajsts-3210	155	33	seamless	seamless	ADJ
ajsts-3210	155	34	transition	transition	NOUN
ajsts-3210	155	35	process	process	NOUN
ajsts-3210	155	36	.	.	PUNCT
ajsts-3210	156	1	ai	ai	VERB
ajsts-3210	156	2	integration	integration	NOUN
ajsts-3210	156	3	another	another	DET
ajsts-3210	156	4	important	important	ADJ
ajsts-3210	156	5	type	type	NOUN
ajsts-3210	156	6	of	of	ADP
ajsts-3210	156	7	dependency	dependency	NOUN
ajsts-3210	156	8	mapping	mapping	NOUN
ajsts-3210	156	9	tools	tool	NOUN
ajsts-3210	156	10	is	be	AUX
ajsts-3210	156	11	based	base	VERB
ajsts-3210	156	12	on	on	ADP
ajsts-3210	156	13	artificial	artificial	ADJ
ajsts-3210	156	14	intelligence	intelligence	NOUN
ajsts-3210	156	15	and	and	CCONJ
ajsts-3210	156	16	is	be	AUX
ajsts-3210	156	17	used	use	VERB
ajsts-3210	156	18	to	to	PART
ajsts-3210	156	19	analyze	analyze	VERB
ajsts-3210	156	20	data	datum	NOUN
ajsts-3210	156	21	flows	flow	NOUN
ajsts-3210	156	22	,	,	PUNCT
ajsts-3210	156	23	points	point	NOUN
ajsts-3210	156	24	of	of	ADP
ajsts-3210	156	25	connection	connection	NOUN
ajsts-3210	156	26	between	between	ADP
ajsts-3210	156	27	different	different	ADJ
ajsts-3210	156	28	components	component	NOUN
ajsts-3210	156	29	,	,	PUNCT
ajsts-3210	156	30	and	and	CCONJ
ajsts-3210	156	31	channels	channel	NOUN
ajsts-3210	156	32	of	of	ADP
ajsts-3210	156	33	communication	communication	NOUN
ajsts-3210	156	34	.	.	PUNCT
ajsts-3210	157	1	it	it	PRON
ajsts-3210	157	2	assists	assist	VERB
ajsts-3210	157	3	in	in	ADP
ajsts-3210	157	4	the	the	DET
ajsts-3210	157	5	creation	creation	NOUN
ajsts-3210	157	6	of	of	ADP
ajsts-3210	157	7	a	a	DET
ajsts-3210	157	8	representation	representation	NOUN
ajsts-3210	157	9	of	of	ADP
ajsts-3210	157	10	how	how	SCONJ
ajsts-3210	157	11	multiple	multiple	ADJ
ajsts-3210	157	12	components	component	NOUN
ajsts-3210	157	13	of	of	ADP
ajsts-3210	157	14	the	the	DET
ajsts-3210	157	15	structure	structure	NOUN
ajsts-3210	157	16	are	be	AUX
ajsts-3210	157	17	interrelated	interrelated	ADJ
ajsts-3210	157	18	and	and	CCONJ
ajsts-3210	157	19	how	how	SCONJ
ajsts-3210	157	20	they	they	PRON
ajsts-3210	157	21	depend	depend	VERB
ajsts-3210	157	22	on	on	ADP
ajsts-3210	157	23	each	each	DET
ajsts-3210	157	24	other	other	ADJ
ajsts-3210	157	25	to	to	PART
ajsts-3210	157	26	function	function	VERB
ajsts-3210	157	27	effectively	effectively	ADV
ajsts-3210	157	28	;	;	PUNCT
ajsts-3210	157	29	it	it	PRON
ajsts-3210	157	30	assists	assist	VERB
ajsts-3210	157	31	the	the	DET
ajsts-3210	157	32	decision	decision	NOUN
ajsts-3210	157	33	maker	maker	NOUN
ajsts-3210	157	34	to	to	PART
ajsts-3210	157	35	spot	spot	VERB
ajsts-3210	157	36	challenges	challenge	NOUN
ajsts-3210	157	37	.	.	PUNCT
ajsts-3210	158	1	risk	risk	NOUN
ajsts-3210	158	2	identification	identification	NOUN
ajsts-3210	158	3	objective	objective	NOUN
ajsts-3210	158	4	to	to	PART
ajsts-3210	158	5	closely	closely	ADV
ajsts-3210	158	6	identify	identify	VERB
ajsts-3210	158	7	and	and	CCONJ
ajsts-3210	158	8	manage	manage	VERB
ajsts-3210	158	9	possible	possible	ADJ
ajsts-3210	158	10	risks	risk	NOUN
ajsts-3210	158	11	which	which	PRON
ajsts-3210	158	12	may	may	AUX
ajsts-3210	158	13	be	be	AUX
ajsts-3210	158	14	related	relate	VERB
ajsts-3210	158	15	to	to	ADP
ajsts-3210	158	16	migration	migration	NOUN
ajsts-3210	158	17	,	,	PUNCT
ajsts-3210	158	18	like	like	ADP
ajsts-3210	158	19	loss	loss	NOUN
ajsts-3210	158	20	of	of	ADP
ajsts-3210	158	21	data	datum	NOUN
ajsts-3210	158	22	,	,	PUNCT
ajsts-3210	158	23	increased	increase	VERB
ajsts-3210	158	24	number	number	NOUN
ajsts-3210	158	25	of	of	ADP
ajsts-3210	158	26	security	security	NOUN
ajsts-3210	158	27	threats	threat	NOUN
ajsts-3210	158	28	,	,	PUNCT
ajsts-3210	158	29	or	or	CCONJ
ajsts-3210	158	30	decreased	decrease	VERB
ajsts-3210	158	31	performance	performance	NOUN
ajsts-3210	158	32	.	.	PUNCT
ajsts-3210	159	1	ai	ai	VERB
ajsts-3210	159	2	integration	integration	NOUN
ajsts-3210	159	3	the	the	DET
ajsts-3210	159	4	risk	risk	NOUN
ajsts-3210	159	5	analysis	analysis	NOUN
ajsts-3210	159	6	is	be	AUX
ajsts-3210	159	7	done	do	VERB
ajsts-3210	159	8	using	use	VERB
ajsts-3210	159	9	historical	historical	ADJ
ajsts-3210	159	10	data	datum	NOUN
ajsts-3210	159	11	sources	source	NOUN
ajsts-3210	159	12	,	,	PUNCT
ajsts-3210	159	13	benchmark	benchmark	NOUN
ajsts-3210	159	14	data	datum	NOUN
ajsts-3210	159	15	and	and	CCONJ
ajsts-3210	159	16	likely	likely	ADJ
ajsts-3210	159	17	risks	risk	NOUN
ajsts-3210	159	18	related	relate	VERB
ajsts-3210	159	19	to	to	ADP
ajsts-3210	159	20	the	the	DET
ajsts-3210	159	21	migration	migration	NOUN
ajsts-3210	159	22	scenarios	scenario	NOUN
ajsts-3210	159	23	when	when	SCONJ
ajsts-3210	159	24	transitioning	transition	VERB
ajsts-3210	159	25	to	to	ADP
ajsts-3210	159	26	a	a	DET
ajsts-3210	159	27	new	new	ADJ
ajsts-3210	159	28	system	system	NOUN
ajsts-3210	159	29	.	.	PUNCT
ajsts-3210	160	1	the	the	DET
ajsts-3210	160	2	system	system	NOUN
ajsts-3210	160	3	gives	give	VERB
ajsts-3210	160	4	a	a	DET
ajsts-3210	160	5	risk	risk	NOUN
ajsts-3210	160	6	likelihood	likelihood	NOUN
ajsts-3210	160	7	for	for	ADP
ajsts-3210	160	8	each	each	PRON
ajsts-3210	160	9	of	of	ADP
ajsts-3210	160	10	the	the	DET
ajsts-3210	160	11	above	above	ADV
ajsts-3210	160	12	-	-	PUNCT
ajsts-3210	160	13	mentioned	mention	VERB
ajsts-3210	160	14	components	component	NOUN
ajsts-3210	160	15	thus	thus	ADV
ajsts-3210	160	16	assisting	assist	VERB
ajsts-3210	160	17	the	the	DET
ajsts-3210	160	18	enterprise	enterprise	NOUN
ajsts-3210	160	19	to	to	PART
ajsts-3210	160	20	have	have	VERB
ajsts-3210	160	21	a	a	DET
ajsts-3210	160	22	risk	risk	NOUN
ajsts-3210	160	23	prioritization	prioritization	NOUN
ajsts-3210	160	24	of	of	ADP
ajsts-3210	160	25	components	component	NOUN
ajsts-3210	160	26	to	to	PART
ajsts-3210	160	27	mitigate	mitigate	VERB
ajsts-3210	160	28	.	.	PUNCT
ajsts-3210	161	1	performance	performance	NOUN
ajsts-3210	161	2	prediction	prediction	NOUN
ajsts-3210	161	3	objective	objective	ADJ
ajsts-3210	161	4	prognosing	prognosing	NOUN
ajsts-3210	161	5	performance	performance	NOUN
ajsts-3210	161	6	of	of	ADP
ajsts-3210	161	7	the	the	DET
ajsts-3210	161	8	systems	system	NOUN
ajsts-3210	161	9	to	to	PART
ajsts-3210	161	10	be	be	AUX
ajsts-3210	161	11	put	put	VERB
ajsts-3210	161	12	in	in	ADP
ajsts-3210	161	13	place	place	NOUN
ajsts-3210	161	14	regarding	regard	VERB
ajsts-3210	161	15	future	future	ADJ
ajsts-3210	161	16	hitches	hitch	NOUN
ajsts-3210	161	17	or	or	CCONJ
ajsts-3210	161	18	decline	decline	VERB
ajsts-3210	161	19	in	in	ADP
ajsts-3210	161	20	service	service	NOUN
ajsts-3210	161	21	delivery	delivery	NOUN
ajsts-3210	161	22	in	in	ADP
ajsts-3210	161	23	cloud	cloud	NOUN
ajsts-3210	161	24	environment	environment	NOUN
ajsts-3210	161	25	.	.	PUNCT
ajsts-3210	162	1	ai	ai	VERB
ajsts-3210	162	2	integration	integration	NOUN
ajsts-3210	162	3	to	to	PART
ajsts-3210	162	4	achieve	achieve	VERB
ajsts-3210	162	5	this	this	PRON
ajsts-3210	162	6	the	the	DET
ajsts-3210	162	7	enterprise	enterprise	NOUN
ajsts-3210	162	8	uses	use	VERB
ajsts-3210	162	9	machine	machine	NOUN
ajsts-3210	162	10	learning	learn	VERB
ajsts-3210	162	11	algorithms	algorithm	NOUN
ajsts-3210	162	12	to	to	PART
ajsts-3210	162	13	forecast	forecast	VERB
ajsts-3210	162	14	the	the	DET
ajsts-3210	162	15	outcome	outcome	NOUN
ajsts-3210	162	16	of	of	ADP
ajsts-3210	162	17	performance	performance	NOUN
ajsts-3210	162	18	of	of	ADP
ajsts-3210	162	19	vital	vital	ADJ
ajsts-3210	162	20	workloads	workload	NOUN
ajsts-3210	162	21	in	in	ADP
ajsts-3210	162	22	a	a	DET
ajsts-3210	162	23	cloud	cloud	ADJ
ajsts-3210	162	24	environment	environment	NOUN
ajsts-3210	162	25	.	.	PUNCT
ajsts-3210	163	1	this	this	PRON
ajsts-3210	163	2	includes	include	VERB
ajsts-3210	163	3	emulating	emulate	VERB
ajsts-3210	163	4	different	different	ADJ
ajsts-3210	163	5	contexts	context	NOUN
ajsts-3210	163	6	and	and	CCONJ
ajsts-3210	163	7	configurations	configuration	NOUN
ajsts-3210	163	8	to	to	PART
ajsts-3210	163	9	evaluate	evaluate	VERB
ajsts-3210	163	10	the	the	DET
ajsts-3210	163	11	best	good	ADJ
ajsts-3210	163	12	utilization	utilization	NOUN
ajsts-3210	163	13	of	of	ADP
ajsts-3210	163	14	the	the	DET
ajsts-3210	163	15	resources	resource	NOUN
ajsts-3210	163	16	as	as	ADV
ajsts-3210	163	17	well	well	ADV
ajsts-3210	163	18	as	as	ADP
ajsts-3210	163	19	the	the	DET
ajsts-3210	163	20	possible	possible	ADJ
ajsts-3210	163	21	improvement	improvement	NOUN
ajsts-3210	163	22	processes	process	NOUN
ajsts-3210	163	23	.	.	PUNCT
ajsts-3210	164	1	decision	decision	NOUN
ajsts-3210	164	2	support	support	NOUN
ajsts-3210	164	3	objective	objective	NOUN
ajsts-3210	164	4	helping	help	VERB
ajsts-3210	164	5	decision	decision	NOUN
ajsts-3210	164	6	-	-	PUNCT
ajsts-3210	164	7	makers	maker	NOUN
ajsts-3210	164	8	make	make	VERB
ajsts-3210	164	9	decisions	decision	NOUN
ajsts-3210	164	10	on	on	ADP
ajsts-3210	164	11	which	which	PRON
ajsts-3210	164	12	parts	part	NOUN
ajsts-3210	164	13	of	of	ADP
ajsts-3210	164	14	business	business	NOUN
ajsts-3210	164	15	should	should	AUX
ajsts-3210	164	16	be	be	AUX
ajsts-3210	164	17	migrated	migrate	VERB
ajsts-3210	164	18	to	to	ADP
ajsts-3210	164	19	the	the	DET
ajsts-3210	164	20	cloud	cloud	NOUN
ajsts-3210	164	21	and	and	CCONJ
ajsts-3210	164	22	which	which	PRON
ajsts-3210	164	23	parts	part	NOUN
ajsts-3210	164	24	should	should	AUX
ajsts-3210	164	25	remain	remain	VERB
ajsts-3210	164	26	on	on	ADP
ajsts-3210	164	27	premise	premise	NOUN
ajsts-3210	164	28	based	base	VERB
ajsts-3210	164	29	on	on	ADP
ajsts-3210	164	30	a	a	DET
ajsts-3210	164	31	set	set	NOUN
ajsts-3210	164	32	of	of	ADP
ajsts-3210	164	33	metrics	metric	NOUN
ajsts-3210	164	34	.	.	PUNCT
ajsts-3210	165	1	ai	ai	VERB
ajsts-3210	165	2	integration	integration	NOUN
ajsts-3210	165	3	the	the	DET
ajsts-3210	165	4	reports	report	NOUN
ajsts-3210	165	5	and	and	CCONJ
ajsts-3210	165	6	recommendations	recommendation	NOUN
ajsts-3210	165	7	produced	produce	VERB
ajsts-3210	165	8	by	by	ADP
ajsts-3210	165	9	the	the	DET
ajsts-3210	165	10	ai	ai	PROPN
ajsts-3210	165	11	model	model	NOUN
ajsts-3210	165	12	aggregate	aggregate	VERB
ajsts-3210	165	13	the	the	DET
ajsts-3210	165	14	insights	insight	NOUN
ajsts-3210	165	15	developed	develop	VERB
ajsts-3210	165	16	during	during	ADP
ajsts-3210	165	17	the	the	DET
ajsts-3210	165	18	analysis	analysis	NOUN
ajsts-3210	165	19	,	,	PUNCT
ajsts-3210	165	20	providing	provide	VERB
ajsts-3210	165	21	the	the	DET
ajsts-3210	165	22	decision	decision	NOUN
ajsts-3210	165	23	makers	maker	NOUN
ajsts-3210	165	24	with	with	ADP
ajsts-3210	165	25	a	a	DET
ajsts-3210	165	26	clear	clear	ADJ
ajsts-3210	165	27	picture	picture	NOUN
ajsts-3210	165	28	of	of	ADP
ajsts-3210	165	29	the	the	DET
ajsts-3210	165	30	opportunities	opportunity	NOUN
ajsts-3210	165	31	,	,	PUNCT
ajsts-3210	165	32	threats	threat	NOUN
ajsts-3210	165	33	,	,	PUNCT
ajsts-3210	165	34	and	and	CCONJ
ajsts-3210	165	35	challenges	challenge	NOUN
ajsts-3210	165	36	that	that	PRON
ajsts-3210	165	37	have	have	VERB
ajsts-3210	165	38	to	to	PART
ajsts-3210	165	39	do	do	VERB
ajsts-3210	165	40	with	with	ADP
ajsts-3210	165	41	each	each	PRON
ajsts-3210	165	42	of	of	ADP
ajsts-3210	165	43	the	the	DET
ajsts-3210	165	44	components	component	NOUN
ajsts-3210	165	45	under	under	ADP
ajsts-3210	165	46	consideration	consideration	NOUN
ajsts-3210	165	47	.	.	PUNCT
ajsts-3210	166	1	it	it	PRON
ajsts-3210	166	2	helps	help	VERB
ajsts-3210	166	3	in	in	ADP
ajsts-3210	166	4	outlining	outline	VERB
ajsts-3210	166	5	the	the	DET
ajsts-3210	166	6	key	key	ADJ
ajsts-3210	166	7	steps	step	NOUN
ajsts-3210	166	8	that	that	PRON
ajsts-3210	166	9	need	need	VERB
ajsts-3210	166	10	to	to	PART
ajsts-3210	166	11	be	be	AUX
ajsts-3210	166	12	followed	follow	VERB
ajsts-3210	166	13	when	when	SCONJ
ajsts-3210	166	14	coordinating	coordinate	VERB
ajsts-3210	166	15	the	the	DET
ajsts-3210	166	16	change	change	NOUN
ajsts-3210	166	17	process	process	NOUN
ajsts-3210	166	18	.	.	PUNCT
ajsts-3210	167	1	the	the	DET
ajsts-3210	167	2	first	first	ADJ
ajsts-3210	167	3	evaluation	evaluation	NOUN
ajsts-3210	167	4	carried	carry	VERB
ajsts-3210	167	5	out	out	ADP
ajsts-3210	167	6	by	by	ADP
ajsts-3210	167	7	the	the	DET
ajsts-3210	167	8	ai	ai	NOUN
ajsts-3210	167	9	-	-	PUNCT
ajsts-3210	167	10	based	base	VERB
ajsts-3210	167	11	solution	solution	NOUN
ajsts-3210	167	12	provides	provide	VERB
ajsts-3210	167	13	a	a	DET
ajsts-3210	167	14	basic	basic	ADJ
ajsts-3210	167	15	approach	approach	NOUN
ajsts-3210	167	16	;	;	PUNCT
ajsts-3210	167	17	at	at	ADP
ajsts-3210	167	18	the	the	DET
ajsts-3210	167	19	same	same	ADJ
ajsts-3210	167	20	time	time	NOUN
ajsts-3210	167	21	,	,	PUNCT
ajsts-3210	167	22	it	it	PRON
ajsts-3210	167	23	gives	give	VERB
ajsts-3210	167	24	an	an	DET
ajsts-3210	167	25	overall	overall	ADJ
ajsts-3210	167	26	view	view	NOUN
ajsts-3210	167	27	of	of	ADP
ajsts-3210	167	28	the	the	DET
ajsts-3210	167	29	current	current	ADJ
ajsts-3210	167	30	it	it	PRON
ajsts-3210	167	31	environment	environment	NOUN
ajsts-3210	167	32	and	and	CCONJ
ajsts-3210	167	33	helps	help	VERB
ajsts-3210	167	34	the	the	DET
ajsts-3210	167	35	enterprise	enterprise	NOUN
ajsts-3210	167	36	to	to	PART
ajsts-3210	167	37	plan	plan	VERB
ajsts-3210	167	38	for	for	ADP
ajsts-3210	167	39	the	the	DET
ajsts-3210	167	40	migration	migration	NOUN
ajsts-3210	167	41	process	process	NOUN
ajsts-3210	167	42	effectively	effectively	ADV
ajsts-3210	167	43	and	and	CCONJ
ajsts-3210	167	44	efficiently	efficiently	ADV
ajsts-3210	167	45	under	under	ADP
ajsts-3210	167	46	the	the	DET
ajsts-3210	167	47	cloud	cloud	NOUN
ajsts-3210	167	48	.	.	PUNCT
ajsts-3210	168	1	ai	ai	VERB
ajsts-3210	168	2	-	-	PUNCT
ajsts-3210	168	3	driven	drive	VERB
ajsts-3210	168	4	cost	cost	NOUN
ajsts-3210	168	5	optimization	optimization	NOUN
ajsts-3210	168	6	in	in	ADP
ajsts-3210	168	7	cloud	cloud	NOUN
ajsts-3210	168	8	migration	migration	NOUN
ajsts-3210	168	9	historical	historical	ADJ
ajsts-3210	168	10	usage	usage	NOUN
ajsts-3210	168	11	analysis	analysis	NOUN
ajsts-3210	168	12	objective	objective	NOUN
ajsts-3210	168	13	:	:	PUNCT
ajsts-3210	168	14	to	to	PART
ajsts-3210	168	15	enable	enable	VERB
ajsts-3210	168	16	benchmarking	benchmarking	NOUN
ajsts-3210	168	17	and	and	CCONJ
ajsts-3210	168	18	to	to	PART
ajsts-3210	168	19	establish	establish	VERB
ajsts-3210	168	20	the	the	DET
ajsts-3210	168	21	foundation	foundation	NOUN
ajsts-3210	168	22	on	on	ADP
ajsts-3210	168	23	which	which	PRON
ajsts-3210	168	24	to	to	PART
ajsts-3210	168	25	draw	draw	VERB
ajsts-3210	168	26	attention	attention	NOUN
ajsts-3210	168	27	to	to	ADP
ajsts-3210	168	28	the	the	DET
ajsts-3210	168	29	historic	historic	ADJ
ajsts-3210	168	30	utilization	utilization	NOUN
ajsts-3210	168	31	of	of	ADP
ajsts-3210	168	32	on	on	ADP
ajsts-3210	168	33	-	-	PUNCT
ajsts-3210	168	34	premises	premise	NOUN
ajsts-3210	168	35	resources	resource	NOUN
ajsts-3210	168	36	and	and	CCONJ
ajsts-3210	168	37	applications	application	NOUN
ajsts-3210	168	38	in	in	ADP
ajsts-3210	168	39	the	the	DET
ajsts-3210	168	40	organization	organization	NOUN
ajsts-3210	168	41	.	.	PUNCT
ajsts-3210	169	1	ai	ai	AUX
ajsts-3210	169	2	integration	integration	NOUN
ajsts-3210	169	3	machine	machine	NOUN
ajsts-3210	169	4	learning	learning	NOUN
ajsts-3210	169	5	then	then	ADV
ajsts-3210	169	6	uses	use	VERB
ajsts-3210	169	7	these	these	DET
ajsts-3210	169	8	patterns	pattern	NOUN
ajsts-3210	169	9	in	in	ADP
ajsts-3210	169	10	analyzing	analyze	VERB
ajsts-3210	169	11	resource	resource	NOUN
ajsts-3210	169	12	usage	usage	NOUN
ajsts-3210	169	13	,	,	PUNCT
ajsts-3210	169	14	application	application	NOUN
ajsts-3210	169	15	performance	performance	NOUN
ajsts-3210	169	16	,	,	PUNCT
ajsts-3210	169	17	as	as	ADV
ajsts-3210	169	18	well	well	ADV
ajsts-3210	169	19	as	as	ADP
ajsts-3210	169	20	the	the	DET
ajsts-3210	169	21	cost	cost	NOUN
ajsts-3210	169	22	incurred	incur	VERB
ajsts-3210	169	23	.	.	PUNCT
ajsts-3210	170	1	it	it	PRON
ajsts-3210	170	2	aids	aid	VERB
ajsts-3210	170	3	in	in	ADP
ajsts-3210	170	4	the	the	DET
ajsts-3210	170	5	making	making	NOUN
ajsts-3210	170	6	of	of	ADP
ajsts-3210	170	7	patterns	pattern	NOUN
ajsts-3210	170	8	,	,	PUNCT
ajsts-3210	170	9	which	which	DET
ajsts-3210	170	10	time	time	NOUN
ajsts-3210	170	11	is	be	AUX
ajsts-3210	170	12	the	the	DET
ajsts-3210	170	13	busiest	busy	ADJ
ajsts-3210	170	14	,	,	PUNCT
ajsts-3210	170	15	and	and	CCONJ
ajsts-3210	170	16	where	where	SCONJ
ajsts-3210	170	17	resources	resource	NOUN
ajsts-3210	170	18	need	need	VERB
ajsts-3210	170	19	to	to	PART
ajsts-3210	170	20	be	be	AUX
ajsts-3210	170	21	directed	direct	VERB
ajsts-3210	170	22	at	at	ADP
ajsts-3210	170	23	(	(	PUNCT
ajsts-3210	170	24	joloudari	joloudari	PROPN
ajsts-3210	170	25	et	et	PROPN
ajsts-3210	170	26	al	al	PROPN
ajsts-3210	170	27	.	.	PROPN
ajsts-3210	170	28	,	,	PUNCT
ajsts-3210	170	29	2022	2022	NUM
ajsts-3210	170	30	)	)	PUNCT
ajsts-3210	170	31	.	.	PUNCT
ajsts-3210	171	1	predictive	predictive	ADJ
ajsts-3210	171	2	resource	resource	NOUN
ajsts-3210	171	3	needs	need	VERB
ajsts-3210	171	4	objective	objective	ADJ
ajsts-3210	171	5	this	this	PRON
ajsts-3210	171	6	means	mean	VERB
ajsts-3210	171	7	that	that	SCONJ
ajsts-3210	171	8	the	the	DET
ajsts-3210	171	9	allocated	allocate	VERB
ajsts-3210	171	10	resources	resource	NOUN
ajsts-3210	171	11	in	in	ADP
ajsts-3210	171	12	cloud	cloud	NOUN
ajsts-3210	171	13	should	should	AUX
ajsts-3210	171	14	mimic	mimic	VERB
ajsts-3210	171	15	the	the	DET
ajsts-3210	171	16	dynamic	dynamic	ADJ
ajsts-3210	171	17	nature	nature	NOUN
ajsts-3210	171	18	of	of	ADP
ajsts-3210	171	19	the	the	DET
ajsts-3210	171	20	organizations	organization	NOUN
ajsts-3210	171	21	;	;	PUNCT
ajsts-3210	171	22	therefore	therefore	ADV
ajsts-3210	171	23	,	,	PUNCT
ajsts-3210	171	24	predicting	predict	VERB
ajsts-3210	171	25	the	the	DET
ajsts-3210	171	26	future	future	ADJ
ajsts-3210	171	27	needs	need	NOUN
ajsts-3210	171	28	of	of	ADP
ajsts-3210	171	29	a	a	DET
ajsts-3210	171	30	resource	resource	NOUN
ajsts-3210	171	31	is	be	AUX
ajsts-3210	171	32	essential	essential	ADJ
ajsts-3210	171	33	.	.	PUNCT
ajsts-3210	172	1	ai	ai	AUX
ajsts-3210	172	2	integration	integration	NOUN
ajsts-3210	172	3	automated	automate	VERB
ajsts-3210	172	4	prescriptive	prescriptive	NOUN
ajsts-3210	172	5	models	model	NOUN
ajsts-3210	172	6	retain	retain	VERB
ajsts-3210	172	7	information	information	NOUN
ajsts-3210	172	8	from	from	ADP
ajsts-3210	172	9	past	past	ADJ
ajsts-3210	172	10	requirements	requirement	NOUN
ajsts-3210	172	11	and	and	CCONJ
ajsts-3210	172	12	predict	predict	VERB
ajsts-3210	172	13	requirements	requirement	NOUN
ajsts-3210	172	14	in	in	ADP
ajsts-3210	172	15	the	the	DET
ajsts-3210	172	16	future	future	NOUN
ajsts-3210	172	17	.	.	PUNCT
ajsts-3210	173	1	by	by	ADP
ajsts-3210	173	2	taking	take	VERB
ajsts-3210	173	3	into	into	ADP
ajsts-3210	173	4	consideration	consideration	NOUN
ajsts-3210	173	5	attributes	attribute	NOUN
ajsts-3210	173	6	like	like	ADP
ajsts-3210	173	7	time	time	NOUN
ajsts-3210	173	8	variance	variance	NOUN
ajsts-3210	173	9	,	,	PUNCT
ajsts-3210	173	10	growth	growth	NOUN
ajsts-3210	173	11	ratio	ratio	NOUN
ajsts-3210	173	12	and	and	CCONJ
ajsts-3210	173	13	expected	expect	VERB
ajsts-3210	173	14	fluctuations	fluctuation	NOUN
ajsts-3210	173	15	in	in	ADP
ajsts-3210	173	16	workload	workload	NOUN
ajsts-3210	173	17	after	after	ADP
ajsts-3210	173	18	the	the	DET
ajsts-3210	173	19	migration	migration	NOUN
ajsts-3210	173	20	process	process	NOUN
ajsts-3210	173	21	,	,	PUNCT
ajsts-3210	173	22	the	the	DET
ajsts-3210	173	23	ai	ai	NOUN
ajsts-3210	173	24	system	system	NOUN
ajsts-3210	173	25	can	can	AUX
ajsts-3210	173	26	identify	identify	VERB
ajsts-3210	173	27	demands	demand	NOUN
ajsts-3210	173	28	on	on	ADP
ajsts-3210	173	29	resources	resource	NOUN
ajsts-3210	173	30	during	during	ADP
ajsts-3210	173	31	the	the	DET
ajsts-3210	173	32	migration	migration	NOUN
ajsts-3210	173	33	process	process	NOUN
ajsts-3210	173	34	and	and	CCONJ
ajsts-3210	173	35	after	after	ADP
ajsts-3210	173	36	.	.	PUNCT
ajsts-3210	174	1	cost	cost	NOUN
ajsts-3210	174	2	-	-	PUNCT
ajsts-3210	174	3	effective	effective	ADJ
ajsts-3210	174	4	configuration	configuration	NOUN
ajsts-3210	174	5	recommendations	recommendation	NOUN
ajsts-3210	174	6	objective	objective	ADV
ajsts-3210	174	7	propose	propose	VERB
ajsts-3210	174	8	the	the	DET
ajsts-3210	174	9	right	right	ADJ
ajsts-3210	174	10	approach	approach	NOUN
ajsts-3210	174	11	to	to	PART
ajsts-3210	174	12	introduce	introduce	VERB
ajsts-3210	174	13	cloud	cloud	NOUN
ajsts-3210	174	14	services	service	NOUN
ajsts-3210	174	15	pa	pa	PROPN
ajsts-3210	174	16	ge	ge	PROPN
ajsts-3210	174	17	19	19	NUM
ajsts-3210	174	18	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	174	19	am	be	AUX
ajsts-3210	174	20	.	.	PUNCT
ajsts-3210	175	1	j.	j.	PROPN
ajsts-3210	175	2	smart	smart	PROPN
ajsts-3210	175	3	.	.	PUNCT
ajsts-3210	176	1	technol	technol	PROPN
ajsts-3210	176	2	.	.	PUNCT
ajsts-3210	176	3	solutions	solution	NOUN
ajsts-3210	176	4	3(2	3(2	NUM
ajsts-3210	176	5	)	)	PUNCT
ajsts-3210	176	6	13	13	NUM
ajsts-3210	176	7	-	-	SYM
ajsts-3210	176	8	24	24	NUM
ajsts-3210	176	9	,	,	PUNCT
ajsts-3210	176	10	2024	2024	NUM
ajsts-3210	176	11	so	so	SCONJ
ajsts-3210	176	12	that	that	SCONJ
ajsts-3210	176	13	solutions	solution	NOUN
ajsts-3210	176	14	can	can	AUX
ajsts-3210	176	15	be	be	AUX
ajsts-3210	176	16	provided	provide	VERB
ajsts-3210	176	17	with	with	ADP
ajsts-3210	176	18	optimum	optimum	ADJ
ajsts-3210	176	19	benefits	benefit	NOUN
ajsts-3210	176	20	and	and	CCONJ
ajsts-3210	176	21	costs	cost	NOUN
ajsts-3210	176	22	likely	likely	ADJ
ajsts-3210	176	23	to	to	PART
ajsts-3210	176	24	be	be	AUX
ajsts-3210	176	25	incurred	incur	VERB
ajsts-3210	176	26	.	.	PUNCT
ajsts-3210	177	1	ai	ai	VERB
ajsts-3210	177	2	integration	integration	NOUN
ajsts-3210	177	3	the	the	DET
ajsts-3210	177	4	algorithms	algorithm	NOUN
ajsts-3210	177	5	have	have	VERB
ajsts-3210	177	6	certain	certain	ADJ
ajsts-3210	177	7	possibilities	possibility	NOUN
ajsts-3210	177	8	that	that	PRON
ajsts-3210	177	9	occur	occur	VERB
ajsts-3210	177	10	in	in	ADP
ajsts-3210	177	11	cloud	cloud	ADJ
ajsts-3210	177	12	settings	setting	NOUN
ajsts-3210	177	13	and	and	CCONJ
ajsts-3210	177	14	other	other	ADJ
ajsts-3210	177	15	aspects	aspect	NOUN
ajsts-3210	177	16	such	such	ADJ
ajsts-3210	177	17	as	as	ADP
ajsts-3210	177	18	instance	instance	NOUN
ajsts-3210	177	19	types	type	NOUN
ajsts-3210	177	20	,	,	PUNCT
ajsts-3210	177	21	storage	storage	NOUN
ajsts-3210	177	22	options	option	NOUN
ajsts-3210	177	23	,	,	PUNCT
ajsts-3210	177	24	and	and	CCONJ
ajsts-3210	177	25	the	the	DET
ajsts-3210	177	26	network	network	NOUN
ajsts-3210	177	27	configuration	configuration	NOUN
ajsts-3210	177	28	.	.	PUNCT
ajsts-3210	178	1	the	the	DET
ajsts-3210	178	2	system	system	NOUN
ajsts-3210	178	3	has	have	VERB
ajsts-3210	178	4	the	the	DET
ajsts-3210	178	5	flexibility	flexibility	NOUN
ajsts-3210	178	6	of	of	ADP
ajsts-3210	178	7	arriving	arrive	VERB
ajsts-3210	178	8	at	at	ADP
ajsts-3210	178	9	the	the	DET
ajsts-3210	178	10	best	good	ADJ
ajsts-3210	178	11	optimal	optimal	ADJ
ajsts-3210	178	12	solutions	solution	NOUN
ajsts-3210	178	13	when	when	SCONJ
ajsts-3210	178	14	it	it	PRON
ajsts-3210	178	15	comes	come	VERB
ajsts-3210	178	16	to	to	ADP
ajsts-3210	178	17	an	an	DET
ajsts-3210	178	18	organization	organization	NOUN
ajsts-3210	178	19	’s	’s	PART
ajsts-3210	178	20	performance	performance	NOUN
ajsts-3210	178	21	at	at	ADP
ajsts-3210	178	22	given	give	VERB
ajsts-3210	178	23	costs	cost	NOUN
ajsts-3210	178	24	.	.	PUNCT
ajsts-3210	179	1	real	real	ADJ
ajsts-3210	179	2	-	-	PUNCT
ajsts-3210	179	3	time	time	NOUN
ajsts-3210	179	4	cost	cost	NOUN
ajsts-3210	179	5	monitoring	monitoring	NOUN
ajsts-3210	179	6	:	:	PUNCT
ajsts-3210	179	7	objective	objective	ADJ
ajsts-3210	179	8	it	it	PRON
ajsts-3210	179	9	is	be	AUX
ajsts-3210	179	10	also	also	ADV
ajsts-3210	179	11	necessary	necessary	ADJ
ajsts-3210	179	12	to	to	PART
ajsts-3210	179	13	monitor	monitor	VERB
ajsts-3210	179	14	spending	spending	NOUN
ajsts-3210	179	15	on	on	ADP
ajsts-3210	179	16	clouds	cloud	NOUN
ajsts-3210	179	17	over	over	ADP
ajsts-3210	179	18	time	time	NOUN
ajsts-3210	179	19	and	and	CCONJ
ajsts-3210	179	20	help	help	VERB
ajsts-3210	179	21	search	search	VERB
ajsts-3210	179	22	for	for	ADP
ajsts-3210	179	23	ways	way	NOUN
ajsts-3210	179	24	to	to	PART
ajsts-3210	179	25	solve	solve	VERB
ajsts-3210	179	26	it	it	PRON
ajsts-3210	179	27	in	in	ADP
ajsts-3210	179	28	real	real	ADJ
ajsts-3210	179	29	-	-	PUNCT
ajsts-3210	179	30	time	time	NOUN
ajsts-3210	179	31	,	,	PUNCT
ajsts-3210	179	32	thereby	thereby	ADV
ajsts-3210	179	33	bringing	bring	VERB
ajsts-3210	179	34	it	it	PRON
ajsts-3210	179	35	under	under	ADP
ajsts-3210	179	36	quotas	quota	NOUN
ajsts-3210	179	37	.	.	PUNCT
ajsts-3210	180	1	ai	ai	VERB
ajsts-3210	180	2	integration	integration	NOUN
ajsts-3210	180	3	real	real	ADJ
ajsts-3210	180	4	-	-	PUNCT
ajsts-3210	180	5	time	time	NOUN
ajsts-3210	180	6	virtualization	virtualization	NOUN
ajsts-3210	180	7	and	and	CCONJ
ajsts-3210	180	8	costs	cost	NOUN
ajsts-3210	180	9	linked	link	VERB
ajsts-3210	180	10	to	to	ADP
ajsts-3210	180	11	their	their	PRON
ajsts-3210	180	12	use	use	NOUN
ajsts-3210	180	13	are	be	AUX
ajsts-3210	180	14	being	be	AUX
ajsts-3210	180	15	monitored	monitor	VERB
ajsts-3210	180	16	with	with	ADP
ajsts-3210	180	17	the	the	DET
ajsts-3210	180	18	help	help	NOUN
ajsts-3210	180	19	of	of	ADP
ajsts-3210	180	20	ai	ai	PROPN
ajsts-3210	180	21	technologies	technology	NOUN
ajsts-3210	180	22	in	in	ADP
ajsts-3210	180	23	the	the	DET
ajsts-3210	180	24	field	field	NOUN
ajsts-3210	180	25	of	of	ADP
ajsts-3210	180	26	real	real	ADJ
ajsts-3210	180	27	-	-	PUNCT
ajsts-3210	180	28	time	time	NOUN
ajsts-3210	180	29	monitoring	monitoring	NOUN
ajsts-3210	180	30	.	.	PUNCT
ajsts-3210	181	1	it	it	PRON
ajsts-3210	181	2	offers	offer	VERB
ajsts-3210	181	3	accountability	accountability	NOUN
ajsts-3210	181	4	to	to	ADP
ajsts-3210	181	5	the	the	DET
ajsts-3210	181	6	stakeholders	stakeholder	NOUN
ajsts-3210	181	7	by	by	ADP
ajsts-3210	181	8	providing	provide	VERB
ajsts-3210	181	9	alerts	alert	NOUN
ajsts-3210	181	10	in	in	ADP
ajsts-3210	181	11	situations	situation	NOUN
ajsts-3210	181	12	where	where	SCONJ
ajsts-3210	181	13	costs	cost	NOUN
ajsts-3210	181	14	are	be	AUX
ajsts-3210	181	15	anticipated	anticipate	VERB
ajsts-3210	181	16	to	to	PART
ajsts-3210	181	17	go	go	VERB
ajsts-3210	181	18	up	up	ADV
ajsts-3210	181	19	or	or	CCONJ
ajsts-3210	181	20	in	in	ADP
ajsts-3210	181	21	situations	situation	NOUN
ajsts-3210	181	22	where	where	SCONJ
ajsts-3210	181	23	resource	resource	NOUN
ajsts-3210	181	24	utilization	utilization	NOUN
ajsts-3210	181	25	is	be	AUX
ajsts-3210	181	26	not	not	PART
ajsts-3210	181	27	expected	expect	VERB
ajsts-3210	181	28	to	to	PART
ajsts-3210	181	29	be	be	AUX
ajsts-3210	181	30	as	as	SCONJ
ajsts-3210	181	31	projected	project	VERB
ajsts-3210	181	32	thus	thus	ADV
ajsts-3210	181	33	assisting	assist	VERB
ajsts-3210	181	34	in	in	ADP
ajsts-3210	181	35	cost	cost	NOUN
ajsts-3210	181	36	containment	containment	NOUN
ajsts-3210	181	37	.	.	PUNCT
ajsts-3210	182	1	budget	budget	NOUN
ajsts-3210	182	2	allocation	allocation	NOUN
ajsts-3210	182	3	optimization	optimization	NOUN
ajsts-3210	182	4	objective	objective	VERB
ajsts-3210	182	5	the	the	DET
ajsts-3210	182	6	enterprise	enterprise	NOUN
ajsts-3210	182	7	’s	’s	PART
ajsts-3210	182	8	migration	migration	NOUN
ajsts-3210	182	9	should	should	AUX
ajsts-3210	182	10	not	not	PART
ajsts-3210	182	11	include	include	VERB
ajsts-3210	182	12	overpaying	overpay	VERB
ajsts-3210	182	13	and	and	CCONJ
ajsts-3210	182	14	the	the	DET
ajsts-3210	182	15	budget	budget	NOUN
ajsts-3210	182	16	should	should	AUX
ajsts-3210	182	17	be	be	AUX
ajsts-3210	182	18	distributed	distribute	VERB
ajsts-3210	182	19	effectively	effectively	ADV
ajsts-3210	182	20	for	for	ADP
ajsts-3210	182	21	various	various	ADJ
ajsts-3210	182	22	aspects	aspect	NOUN
ajsts-3210	182	23	of	of	ADP
ajsts-3210	182	24	the	the	DET
ajsts-3210	182	25	migration	migration	NOUN
ajsts-3210	182	26	.	.	PUNCT
ajsts-3210	183	1	ai	ai	VERB
ajsts-3210	183	2	integration	integration	NOUN
ajsts-3210	183	3	the	the	DET
ajsts-3210	183	4	cost	cost	NOUN
ajsts-3210	183	5	of	of	ADP
ajsts-3210	183	6	the	the	DET
ajsts-3210	183	7	migration	migration	NOUN
ajsts-3210	183	8	activities	activity	NOUN
ajsts-3210	183	9	is	be	AUX
ajsts-3210	183	10	forecasted	forecast	VERB
ajsts-3210	183	11	while	while	SCONJ
ajsts-3210	183	12	the	the	DET
ajsts-3210	183	13	ai	ai	ADJ
ajsts-3210	183	14	algorithms	algorithm	NOUN
ajsts-3210	183	15	assist	assist	VERB
ajsts-3210	183	16	in	in	ADP
ajsts-3210	183	17	the	the	DET
ajsts-3210	183	18	right	right	ADJ
ajsts-3210	183	19	distribution	distribution	NOUN
ajsts-3210	183	20	of	of	ADP
ajsts-3210	183	21	the	the	DET
ajsts-3210	183	22	budget	budget	NOUN
ajsts-3210	183	23	on	on	ADP
ajsts-3210	183	24	the	the	DET
ajsts-3210	183	25	strategies	strategy	NOUN
ajsts-3210	183	26	.	.	PUNCT
ajsts-3210	184	1	this	this	PRON
ajsts-3210	184	2	entails	entail	VERB
ajsts-3210	184	3	provisions	provision	NOUN
ajsts-3210	184	4	for	for	ADP
ajsts-3210	184	5	data	datum	NOUN
ajsts-3210	184	6	transfer	transfer	NOUN
ajsts-3210	184	7	,	,	PUNCT
ajsts-3210	184	8	storage	storage	NOUN
ajsts-3210	184	9	,	,	PUNCT
ajsts-3210	184	10	instance	instance	NOUN
ajsts-3210	184	11	purchase	purchase	NOUN
ajsts-3210	184	12	,	,	PUNCT
ajsts-3210	184	13	and	and	CCONJ
ajsts-3210	184	14	all	all	DET
ajsts-3210	184	15	other	other	ADJ
ajsts-3210	184	16	needs	need	NOUN
ajsts-3210	184	17	to	to	PART
ajsts-3210	184	18	ensure	ensure	VERB
ajsts-3210	184	19	that	that	SCONJ
ajsts-3210	184	20	every	every	DET
ajsts-3210	184	21	component	component	NOUN
ajsts-3210	184	22	of	of	ADP
ajsts-3210	184	23	the	the	DET
ajsts-3210	184	24	scenario	scenario	NOUN
ajsts-3210	184	25	falls	fall	VERB
ajsts-3210	184	26	within	within	ADP
ajsts-3210	184	27	the	the	DET
ajsts-3210	184	28	budgetary	budgetary	ADJ
ajsts-3210	184	29	considerations	consideration	NOUN
ajsts-3210	184	30	provided	provide	VERB
ajsts-3210	184	31	for	for	ADP
ajsts-3210	184	32	in	in	ADP
ajsts-3210	184	33	the	the	DET
ajsts-3210	184	34	blueprint	blueprint	NOUN
ajsts-3210	184	35	of	of	ADP
ajsts-3210	184	36	the	the	DET
ajsts-3210	184	37	project	project	NOUN
ajsts-3210	184	38	.	.	PUNCT
ajsts-3210	185	1	cost	cost	NOUN
ajsts-3210	185	2	-	-	PUNCT
ajsts-3210	185	3	benefit	benefit	NOUN
ajsts-3210	185	4	analysis	analysis	NOUN
ajsts-3210	185	5	objective	objective	NOUN
ajsts-3210	185	6	this	this	DET
ajsts-3210	185	7	paper	paper	NOUN
ajsts-3210	185	8	focuses	focus	VERB
ajsts-3210	185	9	on	on	ADP
ajsts-3210	185	10	providing	provide	VERB
ajsts-3210	185	11	exhaustive	exhaustive	ADJ
ajsts-3210	185	12	evaluation	evaluation	NOUN
ajsts-3210	185	13	of	of	ADP
ajsts-3210	185	14	cost	cost	NOUN
ajsts-3210	185	15	benefit	benefit	NOUN
ajsts-3210	185	16	analysis	analysis	NOUN
ajsts-3210	185	17	that	that	PRON
ajsts-3210	185	18	will	will	AUX
ajsts-3210	185	19	support	support	VERB
ajsts-3210	185	20	the	the	DET
ajsts-3210	185	21	proof	proof	NOUN
ajsts-3210	185	22	of	of	ADP
ajsts-3210	185	23	investment	investment	NOUN
ajsts-3210	185	24	on	on	ADP
ajsts-3210	185	25	the	the	DET
ajsts-3210	185	26	migrated	migrate	VERB
ajsts-3210	185	27	project	project	NOUN
ajsts-3210	185	28	.	.	PUNCT
ajsts-3210	186	1	ai	ai	AUX
ajsts-3210	186	2	integration	integration	NOUN
ajsts-3210	186	3	automated	automate	VERB
ajsts-3210	186	4	reports	report	NOUN
ajsts-3210	186	5	involve	involve	VERB
ajsts-3210	186	6	analysis	analysis	NOUN
ajsts-3210	186	7	of	of	ADP
ajsts-3210	186	8	several	several	ADJ
ajsts-3210	186	9	costs	cost	NOUN
ajsts-3210	186	10	that	that	PRON
ajsts-3210	186	11	are	be	AUX
ajsts-3210	186	12	associated	associate	VERB
ajsts-3210	186	13	with	with	ADP
ajsts-3210	186	14	migration	migration	NOUN
ajsts-3210	186	15	in	in	ADP
ajsts-3210	186	16	relationship	relationship	NOUN
ajsts-3210	186	17	to	to	ADP
ajsts-3210	186	18	the	the	DET
ajsts-3210	186	19	benefits	benefit	NOUN
ajsts-3210	186	20	that	that	PRON
ajsts-3210	186	21	are	be	AUX
ajsts-3210	186	22	expected	expect	VERB
ajsts-3210	186	23	.	.	PUNCT
ajsts-3210	187	1	this	this	PRON
ajsts-3210	187	2	is	be	AUX
ajsts-3210	187	3	characteristic	characteristic	ADJ
ajsts-3210	187	4	by	by	ADP
ajsts-3210	187	5	aspects	aspect	NOUN
ajsts-3210	187	6	such	such	ADJ
ajsts-3210	187	7	as	as	ADP
ajsts-3210	187	8	improved	improved	ADJ
ajsts-3210	187	9	capacity	capacity	NOUN
ajsts-3210	187	10	,	,	PUNCT
ajsts-3210	187	11	growth	growth	NOUN
ajsts-3210	187	12	and	and	CCONJ
ajsts-3210	187	13	versatility	versatility	NOUN
ajsts-3210	187	14	.	.	PUNCT
ajsts-3210	188	1	the	the	DET
ajsts-3210	188	2	analysis	analysis	NOUN
ajsts-3210	188	3	here	here	ADV
ajsts-3210	188	4	will	will	AUX
ajsts-3210	188	5	assist	assist	VERB
ajsts-3210	188	6	in	in	ADP
ajsts-3210	188	7	establishing	establish	VERB
ajsts-3210	188	8	the	the	DET
ajsts-3210	188	9	success	success	NOUN
ajsts-3210	188	10	of	of	ADP
ajsts-3210	188	11	the	the	DET
ajsts-3210	188	12	migration	migration	NOUN
ajsts-3210	188	13	from	from	ADP
ajsts-3210	188	14	cost	cost	NOUN
ajsts-3210	188	15	point	point	NOUN
ajsts-3210	188	16	of	of	ADP
ajsts-3210	188	17	view	view	NOUN
ajsts-3210	188	18	in	in	ADP
ajsts-3210	188	19	relation	relation	NOUN
ajsts-3210	188	20	to	to	ADP
ajsts-3210	188	21	the	the	DET
ajsts-3210	188	22	decision	decision	NOUN
ajsts-3210	188	23	-	-	PUNCT
ajsts-3210	188	24	makers	maker	NOUN
ajsts-3210	188	25	.	.	PUNCT
ajsts-3210	189	1	adaptive	adaptive	ADJ
ajsts-3210	189	2	cost	cost	NOUN
ajsts-3210	189	3	optimization	optimization	NOUN
ajsts-3210	189	4	strategies	strategy	NOUN
ajsts-3210	189	5	objective	objective	ADJ
ajsts-3210	189	6	continuously	continuously	ADV
ajsts-3210	189	7	implement	implement	VERB
ajsts-3210	189	8	mechanistic	mechanistic	ADJ
ajsts-3210	189	9	processes	process	NOUN
ajsts-3210	189	10	that	that	PRON
ajsts-3210	189	11	are	be	AUX
ajsts-3210	189	12	best	good	ADJ
ajsts-3210	189	13	for	for	ADP
ajsts-3210	189	14	the	the	DET
ajsts-3210	189	15	flows	flow	NOUN
ajsts-3210	189	16	of	of	ADP
ajsts-3210	189	17	resource	resource	NOUN
ajsts-3210	189	18	usage	usage	NOUN
ajsts-3210	189	19	and	and	CCONJ
ajsts-3210	189	20	setting	setting	NOUN
ajsts-3210	189	21	.	.	PUNCT
ajsts-3210	190	1	ai	ai	AUX
ajsts-3210	190	2	integration	integration	NOUN
ajsts-3210	190	3	ai	ai	NOUN
ajsts-3210	190	4	systems	system	NOUN
ajsts-3210	190	5	are	be	AUX
ajsts-3210	190	6	employed	employ	VERB
ajsts-3210	190	7	in	in	ADP
ajsts-3210	190	8	a	a	DET
ajsts-3210	190	9	way	way	NOUN
ajsts-3210	190	10	that	that	PRON
ajsts-3210	190	11	they	they	PRON
ajsts-3210	190	12	are	be	AUX
ajsts-3210	190	13	slowly	slowly	ADV
ajsts-3210	190	14	learning	learn	VERB
ajsts-3210	190	15	from	from	ADP
ajsts-3210	190	16	the	the	DET
ajsts-3210	190	17	usage	usage	NOUN
ajsts-3210	190	18	patterns	pattern	NOUN
ajsts-3210	190	19	and	and	CCONJ
ajsts-3210	190	20	implementing	implement	VERB
ajsts-3210	190	21	new	new	ADJ
ajsts-3210	190	22	optimization	optimization	NOUN
ajsts-3210	190	23	algorithms	algorithm	NOUN
ajsts-3210	190	24	.	.	PUNCT
ajsts-3210	191	1	this	this	DET
ajsts-3210	191	2	flexibility	flexibility	NOUN
ajsts-3210	191	3	ensures	ensure	VERB
ajsts-3210	191	4	that	that	SCONJ
ajsts-3210	191	5	the	the	DET
ajsts-3210	191	6	organization	organization	NOUN
ajsts-3210	191	7	can	can	AUX
ajsts-3210	191	8	accommodate	accommodate	VERB
ajsts-3210	191	9	additional	additional	ADJ
ajsts-3210	191	10	workloads	workload	NOUN
ajsts-3210	191	11	,	,	PUNCT
ajsts-3210	191	12	new	new	ADJ
ajsts-3210	191	13	functions	function	NOUN
ajsts-3210	191	14	,	,	PUNCT
ajsts-3210	191	15	or	or	CCONJ
ajsts-3210	191	16	new	new	ADJ
ajsts-3210	191	17	businesses	business	NOUN
ajsts-3210	191	18	at	at	ADP
ajsts-3210	191	19	a	a	DET
ajsts-3210	191	20	relatively	relatively	ADV
ajsts-3210	191	21	low	low	ADJ
ajsts-3210	191	22	cost	cost	NOUN
ajsts-3210	191	23	.	.	PUNCT
ajsts-3210	192	1	automated	automate	VERB
ajsts-3210	192	2	cost	cost	NOUN
ajsts-3210	192	3	control	control	NOUN
ajsts-3210	192	4	in	in	ADP
ajsts-3210	192	5	cloud	cloud	NOUN
ajsts-3210	192	6	migration	migration	NOUN
ajsts-3210	192	7	involves	involve	VERB
ajsts-3210	192	8	evaluation	evaluation	NOUN
ajsts-3210	192	9	of	of	ADP
ajsts-3210	192	10	the	the	DET
ajsts-3210	192	11	data	datum	NOUN
ajsts-3210	192	12	of	of	ADP
ajsts-3210	192	13	the	the	DET
ajsts-3210	192	14	migration	migration	NOUN
ajsts-3210	192	15	cost	cost	NOUN
ajsts-3210	192	16	and	and	CCONJ
ajsts-3210	192	17	future	future	ADJ
ajsts-3210	192	18	forecasting	forecasting	NOUN
ajsts-3210	192	19	,	,	PUNCT
ajsts-3210	192	20	and	and	CCONJ
ajsts-3210	192	21	monitoring	monitor	VERB
ajsts-3210	192	22	to	to	PART
ajsts-3210	192	23	ensure	ensure	VERB
ajsts-3210	192	24	the	the	DET
ajsts-3210	192	25	organization	organization	NOUN
ajsts-3210	192	26	does	do	AUX
ajsts-3210	192	27	not	not	PART
ajsts-3210	192	28	spend	spend	VERB
ajsts-3210	192	29	much	much	ADJ
ajsts-3210	192	30	on	on	ADP
ajsts-3210	192	31	getting	get	VERB
ajsts-3210	192	32	optimum	optimum	ADJ
ajsts-3210	192	33	value	value	NOUN
ajsts-3210	192	34	on	on	ADP
ajsts-3210	192	35	the	the	DET
ajsts-3210	192	36	migration	migration	NOUN
ajsts-3210	192	37	process	process	NOUN
ajsts-3210	192	38	.	.	PUNCT
ajsts-3210	193	1	workflow	workflow	NOUN
ajsts-3210	193	2	insights	insight	NOUN
ajsts-3210	193	3	with	with	ADP
ajsts-3210	193	4	data	data	NOUN
ajsts-3210	193	5	-	-	PUNCT
ajsts-3210	193	6	driven	drive	VERB
ajsts-3210	193	7	systems	system	NOUN
ajsts-3210	193	8	adoption	adoption	NOUN
ajsts-3210	193	9	of	of	ADP
ajsts-3210	193	10	ai	ai	ADJ
ajsts-3210	193	11	-	-	PUNCT
ajsts-3210	193	12	powered	power	VERB
ajsts-3210	193	13	data	data	NOUN
ajsts-3210	193	14	analytics	analytic	NOUN
ajsts-3210	193	15	services	service	NOUN
ajsts-3210	193	16	objective	objective	ADJ
ajsts-3210	193	17	to	to	PART
ajsts-3210	193	18	have	have	VERB
ajsts-3210	193	19	a	a	DET
ajsts-3210	193	20	better	well	ADJ
ajsts-3210	193	21	insight	insight	NOUN
ajsts-3210	193	22	into	into	ADP
ajsts-3210	193	23	its	its	PRON
ajsts-3210	193	24	operations	operation	NOUN
ajsts-3210	193	25	,	,	PUNCT
ajsts-3210	193	26	the	the	DET
ajsts-3210	193	27	enterprise	enterprise	NOUN
ajsts-3210	193	28	leverages	leverage	VERB
ajsts-3210	193	29	data	datum	NOUN
ajsts-3210	193	30	analytics	analytic	NOUN
ajsts-3210	193	31	through	through	ADP
ajsts-3210	193	32	the	the	DET
ajsts-3210	193	33	use	use	NOUN
ajsts-3210	193	34	of	of	ADP
ajsts-3210	193	35	artificial	artificial	ADJ
ajsts-3210	193	36	intelligence	intelligence	NOUN
ajsts-3210	193	37	based	base	VERB
ajsts-3210	193	38	on	on	ADP
ajsts-3210	193	39	the	the	DET
ajsts-3210	193	40	microsoft	microsoft	PROPN
ajsts-3210	193	41	azure	azure	PROPN
ajsts-3210	193	42	synapse	synapse	NOUN
ajsts-3210	193	43	analytics	analytic	NOUN
ajsts-3210	193	44	.	.	PUNCT
ajsts-3210	194	1	ai	ai	VERB
ajsts-3210	194	2	integration	integration	NOUN
ajsts-3210	194	3	ai	ai	VERB
ajsts-3210	194	4	is	be	AUX
ajsts-3210	194	5	included	include	VERB
ajsts-3210	194	6	as	as	ADP
ajsts-3210	194	7	a	a	DET
ajsts-3210	194	8	component	component	NOUN
ajsts-3210	194	9	into	into	ADP
ajsts-3210	194	10	the	the	DET
ajsts-3210	194	11	data	datum	NOUN
ajsts-3210	194	12	analytical	analytical	ADJ
ajsts-3210	194	13	system	system	NOUN
ajsts-3210	194	14	of	of	ADP
ajsts-3210	194	15	the	the	DET
ajsts-3210	194	16	organization	organization	NOUN
ajsts-3210	194	17	to	to	PART
ajsts-3210	194	18	enhance	enhance	VERB
ajsts-3210	194	19	its	its	PRON
ajsts-3210	194	20	ability	ability	NOUN
ajsts-3210	194	21	in	in	ADP
ajsts-3210	194	22	processing	processing	NOUN
ajsts-3210	194	23	,	,	PUNCT
ajsts-3210	194	24	analyzing	analyze	VERB
ajsts-3210	194	25	and	and	CCONJ
ajsts-3210	194	26	drawing	draw	VERB
ajsts-3210	194	27	input	input	NOUN
ajsts-3210	194	28	from	from	ADP
ajsts-3210	194	29	big	big	ADJ
ajsts-3210	194	30	data	datum	NOUN
ajsts-3210	194	31	.	.	PUNCT
ajsts-3210	195	1	this	this	DET
ajsts-3210	195	2	comprises	comprise	NOUN
ajsts-3210	195	3	of	of	ADP
ajsts-3210	195	4	the	the	DET
ajsts-3210	195	5	application	application	NOUN
ajsts-3210	195	6	of	of	ADP
ajsts-3210	195	7	algorithms	algorithm	NOUN
ajsts-3210	195	8	for	for	ADP
ajsts-3210	195	9	learning	learn	VERB
ajsts-3210	195	10	machines	machine	NOUN
ajsts-3210	195	11	pattern	pattern	NOUN
ajsts-3210	195	12	recognition	recognition	NOUN
ajsts-3210	195	13	,	,	PUNCT
ajsts-3210	195	14	anomaly	anomaly	NOUN
ajsts-3210	195	15	detection	detection	NOUN
ajsts-3210	195	16	as	as	ADV
ajsts-3210	195	17	well	well	ADV
ajsts-3210	195	18	as	as	ADP
ajsts-3210	195	19	trend	trend	NOUN
ajsts-3210	195	20	analysis	analysis	NOUN
ajsts-3210	195	21	.	.	PUNCT
ajsts-3210	196	1	current	current	ADJ
ajsts-3210	196	2	operational	operational	ADJ
ajsts-3210	196	3	dynamics	dynamic	NOUN
ajsts-3210	196	4	analysis	analysis	NOUN
ajsts-3210	196	5	objective	objective	NOUN
ajsts-3210	196	6	comprehend	comprehend	VERB
ajsts-3210	196	7	the	the	DET
ajsts-3210	196	8	current	current	ADJ
ajsts-3210	196	9	operational	operational	ADJ
ajsts-3210	196	10	environment	environment	NOUN
ajsts-3210	196	11	of	of	ADP
ajsts-3210	196	12	the	the	DET
ajsts-3210	196	13	enterprise	enterprise	NOUN
ajsts-3210	196	14	,	,	PUNCT
ajsts-3210	196	15	such	such	ADJ
ajsts-3210	196	16	as	as	ADP
ajsts-3210	196	17	the	the	DET
ajsts-3210	196	18	ways	way	NOUN
ajsts-3210	196	19	in	in	ADP
ajsts-3210	196	20	which	which	PRON
ajsts-3210	196	21	information	information	NOUN
ajsts-3210	196	22	processes	process	NOUN
ajsts-3210	196	23	move	move	VERB
ajsts-3210	196	24	across	across	ADP
ajsts-3210	196	25	different	different	ADJ
ajsts-3210	196	26	systems	system	NOUN
ajsts-3210	196	27	.	.	PUNCT
ajsts-3210	197	1	ai	ai	AUX
ajsts-3210	197	2	integration	integration	NOUN
ajsts-3210	197	3	automated	automate	VERB
ajsts-3210	197	4	analyses	analysis	NOUN
ajsts-3210	197	5	of	of	ADP
ajsts-3210	197	6	system	system	NOUN
ajsts-3210	197	7	processes	process	NOUN
ajsts-3210	197	8	analyze	analyze	VERB
ajsts-3210	197	9	the	the	DET
ajsts-3210	197	10	current	current	ADJ
ajsts-3210	197	11	state	state	NOUN
ajsts-3210	197	12	of	of	ADP
ajsts-3210	197	13	process	process	NOUN
ajsts-3210	197	14	activities	activity	NOUN
ajsts-3210	197	15	,	,	PUNCT
ajsts-3210	197	16	information	information	NOUN
ajsts-3210	197	17	flows	flow	NOUN
ajsts-3210	197	18	,	,	PUNCT
ajsts-3210	197	19	performance	performance	NOUN
ajsts-3210	197	20	of	of	ADP
ajsts-3210	197	21	algorithms	algorithm	NOUN
ajsts-3210	197	22	,	,	PUNCT
ajsts-3210	197	23	and	and	CCONJ
ajsts-3210	197	24	interactions	interaction	NOUN
ajsts-3210	197	25	between	between	ADP
ajsts-3210	197	26	individual	individual	ADJ
ajsts-3210	197	27	steps	step	NOUN
ajsts-3210	197	28	.	.	PUNCT
ajsts-3210	198	1	this	this	DET
ajsts-3210	198	2	analysis	analysis	NOUN
ajsts-3210	198	3	is	be	AUX
ajsts-3210	198	4	useful	useful	ADJ
ajsts-3210	198	5	in	in	SCONJ
ajsts-3210	198	6	that	that	SCONJ
ajsts-3210	198	7	it	it	PRON
ajsts-3210	198	8	gives	give	VERB
ajsts-3210	198	9	an	an	DET
ajsts-3210	198	10	overarching	overarching	ADJ
ajsts-3210	198	11	view	view	NOUN
ajsts-3210	198	12	of	of	ADP
ajsts-3210	198	13	the	the	DET
ajsts-3210	198	14	organization	organization	NOUN
ajsts-3210	198	15	’s	’s	PART
ajsts-3210	198	16	operations	operation	NOUN
ajsts-3210	198	17	environment	environment	NOUN
ajsts-3210	198	18	.	.	PUNCT
ajsts-3210	199	1	identification	identification	NOUN
ajsts-3210	199	2	of	of	ADP
ajsts-3210	199	3	inefficiencies	inefficiency	NOUN
ajsts-3210	199	4	objective	objective	ADJ
ajsts-3210	199	5	determine	determine	VERB
ajsts-3210	199	6	opportunities	opportunity	NOUN
ajsts-3210	199	7	to	to	PART
ajsts-3210	199	8	streamline	streamline	VERB
ajsts-3210	199	9	work	work	NOUN
ajsts-3210	199	10	,	,	PUNCT
ajsts-3210	199	11	eliminate	eliminate	VERB
ajsts-3210	199	12	impediments	impediment	NOUN
ajsts-3210	199	13	,	,	PUNCT
ajsts-3210	199	14	and	and	CCONJ
ajsts-3210	199	15	enhance	enhance	VERB
ajsts-3210	199	16	functioning	function	VERB
ajsts-3210	199	17	in	in	ADP
ajsts-3210	199	18	the	the	DET
ajsts-3210	199	19	existing	exist	VERB
ajsts-3210	199	20	processes	process	NOUN
ajsts-3210	199	21	.	.	PUNCT
ajsts-3210	200	1	ai	ai	VERB
ajsts-3210	200	2	integration	integration	NOUN
ajsts-3210	200	3	machine	machine	NOUN
ajsts-3210	200	4	learning	learn	VERB
ajsts-3210	200	5	techniques	technique	NOUN
ajsts-3210	200	6	help	help	VERB
ajsts-3210	200	7	to	to	PART
ajsts-3210	200	8	recognize	recognize	VERB
ajsts-3210	200	9	inefficient	inefficient	ADJ
ajsts-3210	200	10	steps	step	NOUN
ajsts-3210	200	11	in	in	ADP
ajsts-3210	200	12	the	the	DET
ajsts-3210	200	13	processes	process	NOUN
ajsts-3210	200	14	and	and	CCONJ
ajsts-3210	200	15	collect	collect	VERB
ajsts-3210	200	16	data	datum	NOUN
ajsts-3210	200	17	in	in	ADP
ajsts-3210	200	18	this	this	DET
ajsts-3210	200	19	regard	regard	NOUN
ajsts-3210	200	20	.	.	PUNCT
ajsts-3210	201	1	this	this	PRON
ajsts-3210	201	2	involves	involve	VERB
ajsts-3210	201	3	identifying	identify	VERB
ajsts-3210	201	4	tasks	task	NOUN
ajsts-3210	201	5	that	that	PRON
ajsts-3210	201	6	take	take	VERB
ajsts-3210	201	7	a	a	DET
ajsts-3210	201	8	long	long	ADJ
ajsts-3210	201	9	time	time	NOUN
ajsts-3210	201	10	to	to	AUX
ajsts-3210	201	11	process	process	VERB
ajsts-3210	201	12	,	,	PUNCT
ajsts-3210	201	13	those	those	PRON
ajsts-3210	201	14	that	that	PRON
ajsts-3210	201	15	involve	involve	VERB
ajsts-3210	201	16	unnecessary	unnecessary	ADJ
ajsts-3210	201	17	sub	sub	NOUN
ajsts-3210	201	18	-	-	NOUN
ajsts-3210	201	19	tasks	task	NOUN
ajsts-3210	201	20	or	or	CCONJ
ajsts-3210	201	21	consume	consume	VERB
ajsts-3210	201	22	a	a	DET
ajsts-3210	201	23	lot	lot	NOUN
ajsts-3210	201	24	of	of	ADP
ajsts-3210	201	25	resources	resource	NOUN
ajsts-3210	201	26	.	.	PUNCT
ajsts-3210	202	1	thus	thus	ADV
ajsts-3210	202	2	,	,	PUNCT
ajsts-3210	202	3	its	its	PRON
ajsts-3210	202	4	purpose	purpose	NOUN
ajsts-3210	202	5	is	be	AUX
ajsts-3210	202	6	to	to	PART
ajsts-3210	202	7	increase	increase	VERB
ajsts-3210	202	8	revenue	revenue	NOUN
ajsts-3210	202	9	by	by	ADP
ajsts-3210	202	10	improving	improve	VERB
ajsts-3210	202	11	work	work	NOUN
ajsts-3210	202	12	processes	process	NOUN
ajsts-3210	202	13	and	and	CCONJ
ajsts-3210	202	14	making	make	VERB
ajsts-3210	202	15	them	they	PRON
ajsts-3210	202	16	more	more	ADV
ajsts-3210	202	17	effective	effective	ADJ
ajsts-3210	202	18	.	.	PUNCT
ajsts-3210	203	1	pa	pa	PROPN
ajsts-3210	203	2	ge	ge	PROPN
ajsts-3210	203	3	20	20	NUM
ajsts-3210	203	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	203	5	am	be	AUX
ajsts-3210	203	6	.	.	PUNCT
ajsts-3210	204	1	j.	j.	PROPN
ajsts-3210	204	2	smart	smart	PROPN
ajsts-3210	204	3	.	.	PUNCT
ajsts-3210	205	1	technol	technol	PROPN
ajsts-3210	205	2	.	.	PUNCT
ajsts-3210	205	3	solutions	solution	NOUN
ajsts-3210	205	4	3(2	3(2	NUM
ajsts-3210	205	5	)	)	PUNCT
ajsts-3210	205	6	13	13	NUM
ajsts-3210	205	7	-	-	SYM
ajsts-3210	205	8	24	24	NUM
ajsts-3210	205	9	,	,	PUNCT
ajsts-3210	205	10	2024	2024	NUM
ajsts-3210	205	11	pre	pre	ADJ
ajsts-3210	205	12	-	-	ADJ
ajsts-3210	205	13	migration	migration	ADJ
ajsts-3210	205	14	workflow	workflow	NOUN
ajsts-3210	205	15	streamlining	streamlining	NOUN
ajsts-3210	205	16	objective	objective	NOUN
ajsts-3210	205	17	when	when	SCONJ
ajsts-3210	205	18	migrating	migrating	NOUN
ajsts-3210	205	19	,	,	PUNCT
ajsts-3210	205	20	it	it	PRON
ajsts-3210	205	21	is	be	AUX
ajsts-3210	205	22	crucial	crucial	ADJ
ajsts-3210	205	23	to	to	PART
ajsts-3210	205	24	first	first	ADV
ajsts-3210	205	25	review	review	VERB
ajsts-3210	205	26	the	the	DET
ajsts-3210	205	27	existing	exist	VERB
ajsts-3210	205	28	processes	process	NOUN
ajsts-3210	205	29	and	and	CCONJ
ajsts-3210	205	30	evaluate	evaluate	VERB
ajsts-3210	205	31	any	any	DET
ajsts-3210	205	32	steps	step	NOUN
ajsts-3210	205	33	that	that	PRON
ajsts-3210	205	34	may	may	AUX
ajsts-3210	205	35	be	be	AUX
ajsts-3210	205	36	redundant	redundant	ADJ
ajsts-3210	205	37	or	or	CCONJ
ajsts-3210	205	38	inefficient	inefficient	ADJ
ajsts-3210	205	39	to	to	PART
ajsts-3210	205	40	avoid	avoid	VERB
ajsts-3210	205	41	transferring	transfer	VERB
ajsts-3210	205	42	these	these	PRON
ajsts-3210	205	43	into	into	ADP
ajsts-3210	205	44	the	the	DET
ajsts-3210	205	45	new	new	ADJ
ajsts-3210	205	46	cloud	cloud	NOUN
ajsts-3210	205	47	environment	environment	NOUN
ajsts-3210	205	48	.	.	PUNCT
ajsts-3210	206	1	ai	ai	VERB
ajsts-3210	206	2	integration	integration	NOUN
ajsts-3210	206	3	the	the	DET
ajsts-3210	206	4	ai	ai	NOUN
ajsts-3210	206	5	system	system	NOUN
ajsts-3210	206	6	is	be	AUX
ajsts-3210	206	7	used	use	VERB
ajsts-3210	206	8	to	to	PART
ajsts-3210	206	9	make	make	VERB
ajsts-3210	206	10	suggestions	suggestion	NOUN
ajsts-3210	206	11	to	to	ADP
ajsts-3210	206	12	other	other	ADJ
ajsts-3210	206	13	stakeholders	stakeholder	NOUN
ajsts-3210	206	14	on	on	ADP
ajsts-3210	206	15	what	what	PRON
ajsts-3210	206	16	needs	need	VERB
ajsts-3210	206	17	to	to	PART
ajsts-3210	206	18	be	be	AUX
ajsts-3210	206	19	done	do	VERB
ajsts-3210	206	20	or	or	CCONJ
ajsts-3210	206	21	improved	improve	VERB
ajsts-3210	206	22	in	in	ADP
ajsts-3210	206	23	specific	specific	ADJ
ajsts-3210	206	24	processes	process	NOUN
ajsts-3210	206	25	given	give	VERB
ajsts-3210	206	26	some	some	DET
ajsts-3210	206	27	anomalies	anomaly	NOUN
ajsts-3210	206	28	detected	detect	VERB
ajsts-3210	206	29	.	.	PUNCT
ajsts-3210	207	1	this	this	DET
ajsts-3210	207	2	anticipatory	anticipatory	ADJ
ajsts-3210	207	3	nature	nature	NOUN
ajsts-3210	207	4	is	be	AUX
ajsts-3210	207	5	helpful	helpful	ADJ
ajsts-3210	207	6	in	in	ADP
ajsts-3210	207	7	increasing	increase	VERB
ajsts-3210	207	8	the	the	DET
ajsts-3210	207	9	effectiveness	effectiveness	NOUN
ajsts-3210	207	10	of	of	ADP
ajsts-3210	207	11	processes	process	NOUN
ajsts-3210	207	12	before	before	SCONJ
ajsts-3210	207	13	the	the	DET
ajsts-3210	207	14	migration	migration	NOUN
ajsts-3210	207	15	phase	phase	NOUN
ajsts-3210	207	16	is	be	AUX
ajsts-3210	207	17	carried	carry	VERB
ajsts-3210	207	18	out	out	ADP
ajsts-3210	207	19	.	.	PUNCT
ajsts-3210	208	1	continuous	continuous	ADJ
ajsts-3210	208	2	monitoring	monitoring	NOUN
ajsts-3210	208	3	and	and	CCONJ
ajsts-3210	208	4	data	datum	NOUN
ajsts-3210	208	5	collection	collection	NOUN
ajsts-3210	208	6	objective	objective	NOUN
ajsts-3210	208	7	incorporate	incorporate	NOUN
ajsts-3210	208	8	changes	change	NOUN
ajsts-3210	208	9	in	in	ADP
ajsts-3210	208	10	monitoring	monitoring	NOUN
ajsts-3210	208	11	and	and	CCONJ
ajsts-3210	208	12	data	datum	NOUN
ajsts-3210	208	13	gathering	gather	VERB
ajsts-3210	208	14	to	to	PART
ajsts-3210	208	15	acquire	acquire	VERB
ajsts-3210	208	16	up	up	ADP
ajsts-3210	208	17	-	-	PUNCT
ajsts-3210	208	18	to	to	ADP
ajsts-3210	208	19	-	-	PUNCT
ajsts-3210	208	20	date	date	NOUN
ajsts-3210	208	21	information	information	NOUN
ajsts-3210	208	22	on	on	ADP
ajsts-3210	208	23	points	point	NOUN
ajsts-3210	208	24	of	of	ADP
ajsts-3210	208	25	contact	contact	NOUN
ajsts-3210	208	26	after	after	ADP
ajsts-3210	208	27	the	the	DET
ajsts-3210	208	28	migration	migration	NOUN
ajsts-3210	208	29	.	.	PUNCT
ajsts-3210	209	1	ai	ai	VERB
ajsts-3210	209	2	integration	integration	NOUN
ajsts-3210	209	3	after	after	SCONJ
ajsts-3210	209	4	migration	migration	NOUN
ajsts-3210	209	5	ai	ai	ADJ
ajsts-3210	209	6	-	-	PUNCT
ajsts-3210	209	7	enabled	enable	VERB
ajsts-3210	209	8	monitoring	monitoring	NOUN
ajsts-3210	209	9	tools	tool	NOUN
ajsts-3210	209	10	continue	continue	VERB
ajsts-3210	209	11	to	to	PART
ajsts-3210	209	12	capture	capture	VERB
ajsts-3210	209	13	and	and	CCONJ
ajsts-3210	209	14	process	process	VERB
ajsts-3210	209	15	the	the	DET
ajsts-3210	209	16	real	real	ADJ
ajsts-3210	209	17	-	-	PUNCT
ajsts-3210	209	18	time	time	NOUN
ajsts-3210	209	19	production	production	NOUN
ajsts-3210	209	20	data	datum	NOUN
ajsts-3210	209	21	of	of	ADP
ajsts-3210	209	22	the	the	DET
ajsts-3210	209	23	new	new	ADJ
ajsts-3210	209	24	cloud	cloud	NOUN
ajsts-3210	209	25	-	-	PUNCT
ajsts-3210	209	26	based	base	VERB
ajsts-3210	209	27	processes	process	NOUN
ajsts-3210	209	28	.	.	PUNCT
ajsts-3210	210	1	this	this	DET
ajsts-3210	210	2	real	real	ADJ
ajsts-3210	210	3	-	-	PUNCT
ajsts-3210	210	4	time	time	NOUN
ajsts-3210	210	5	feedback	feedback	NOUN
ajsts-3210	210	6	loop	loop	NOUN
ajsts-3210	210	7	helps	help	VERB
ajsts-3210	210	8	the	the	DET
ajsts-3210	210	9	enterprise	enterprise	NOUN
ajsts-3210	210	10	to	to	PART
ajsts-3210	210	11	detect	detect	VERB
ajsts-3210	210	12	adverse	adverse	ADJ
ajsts-3210	210	13	conditions	condition	NOUN
ajsts-3210	210	14	,	,	PUNCT
ajsts-3210	210	15	track	track	VERB
ajsts-3210	210	16	it	it	PRON
ajsts-3210	210	17	performance	performance	NOUN
ajsts-3210	210	18	and	and	CCONJ
ajsts-3210	210	19	tackle	tackle	NOUN
ajsts-3210	210	20	issues	issue	NOUN
ajsts-3210	210	21	.	.	PUNCT
ajsts-3210	211	1	actionable	actionable	ADJ
ajsts-3210	211	2	data	datum	NOUN
ajsts-3210	211	3	insights	insight	NOUN
ajsts-3210	211	4	objective	objective	ADJ
ajsts-3210	211	5	give	give	VERB
ajsts-3210	211	6	recommendations	recommendation	NOUN
ajsts-3210	211	7	based	base	VERB
ajsts-3210	211	8	on	on	ADP
ajsts-3210	211	9	the	the	DET
ajsts-3210	211	10	findings	finding	NOUN
ajsts-3210	211	11	of	of	ADP
ajsts-3210	211	12	the	the	DET
ajsts-3210	211	13	analyzed	analyze	VERB
ajsts-3210	211	14	data	datum	NOUN
ajsts-3210	211	15	for	for	ADP
ajsts-3210	211	16	the	the	DET
ajsts-3210	211	17	decision	decision	NOUN
ajsts-3210	211	18	making	making	NOUN
ajsts-3210	211	19	and	and	CCONJ
ajsts-3210	211	20	business	business	NOUN
ajsts-3210	211	21	processes	process	VERB
ajsts-3210	211	22	optimization	optimization	NOUN
ajsts-3210	211	23	.	.	PUNCT
ajsts-3210	212	1	ai	ai	VERB
ajsts-3210	212	2	integration	integration	NOUN
ajsts-3210	212	3	to	to	PART
ajsts-3210	212	4	help	help	VERB
ajsts-3210	212	5	those	those	PRON
ajsts-3210	212	6	in	in	ADP
ajsts-3210	212	7	charge	charge	NOUN
ajsts-3210	212	8	make	make	VERB
ajsts-3210	212	9	decisions	decision	NOUN
ajsts-3210	212	10	,	,	PUNCT
ajsts-3210	212	11	the	the	DET
ajsts-3210	212	12	ai	ai	NOUN
ajsts-3210	212	13	system	system	NOUN
ajsts-3210	212	14	prepares	prepare	VERB
ajsts-3210	212	15	reports	report	NOUN
ajsts-3210	212	16	and	and	CCONJ
ajsts-3210	212	17	dashboards	dashboard	NOUN
ajsts-3210	212	18	for	for	ADP
ajsts-3210	212	19	the	the	DET
ajsts-3210	212	20	decision	decision	NOUN
ajsts-3210	212	21	-	-	PUNCT
ajsts-3210	212	22	maker	maker	NOUN
ajsts-3210	212	23	.	.	PUNCT
ajsts-3210	213	1	such	such	ADJ
ajsts-3210	213	2	insights	insight	NOUN
ajsts-3210	213	3	may	may	AUX
ajsts-3210	213	4	also	also	ADV
ajsts-3210	213	5	involve	involve	VERB
ajsts-3210	213	6	suggestions	suggestion	NOUN
ajsts-3210	213	7	for	for	ADP
ajsts-3210	213	8	increased	increase	VERB
ajsts-3210	213	9	efficiency	efficiency	NOUN
ajsts-3210	213	10	or	or	CCONJ
ajsts-3210	213	11	efficiency	efficiency	NOUN
ajsts-3210	213	12	-	-	PUNCT
ajsts-3210	213	13	enhancing	enhance	VERB
ajsts-3210	213	14	adjustments	adjustment	NOUN
ajsts-3210	213	15	of	of	ADP
ajsts-3210	213	16	tangible	tangible	ADJ
ajsts-3210	213	17	and	and	CCONJ
ajsts-3210	213	18	intangible	intangible	ADJ
ajsts-3210	213	19	resources	resource	NOUN
ajsts-3210	213	20	and	and	CCONJ
ajsts-3210	213	21	workflows	workflow	NOUN
ajsts-3210	213	22	.	.	PUNCT
ajsts-3210	214	1	user	user	NOUN
ajsts-3210	214	2	experience	experience	PROPN
ajsts-3210	214	3	enhancement	enhancement	NOUN
ajsts-3210	214	4	objective	objective	NOUN
ajsts-3210	214	5	the	the	DET
ajsts-3210	214	6	overall	overall	ADJ
ajsts-3210	214	7	usability	usability	NOUN
ajsts-3210	214	8	of	of	ADP
ajsts-3210	214	9	the	the	DET
ajsts-3210	214	10	applications	application	NOUN
ajsts-3210	215	1	should	should	AUX
ajsts-3210	215	2	also	also	ADV
ajsts-3210	215	3	be	be	AUX
ajsts-3210	215	4	enhanced	enhance	VERB
ajsts-3210	215	5	by	by	ADP
ajsts-3210	215	6	demonstrating	demonstrate	VERB
ajsts-3210	215	7	effective	effective	ADJ
ajsts-3210	215	8	control	control	NOUN
ajsts-3210	215	9	over	over	ADP
ajsts-3210	215	10	the	the	DET
ajsts-3210	215	11	workflows	workflow	NOUN
ajsts-3210	215	12	to	to	ADP
ajsts-3210	215	13	the	the	DET
ajsts-3210	215	14	end	end	NOUN
ajsts-3210	215	15	-	-	PUNCT
ajsts-3210	215	16	users	user	NOUN
ajsts-3210	215	17	.	.	PUNCT
ajsts-3210	216	1	ai	ai	VERB
ajsts-3210	216	2	integration	integration	NOUN
ajsts-3210	216	3	user	user	NOUN
ajsts-3210	216	4	behaviors	behavior	NOUN
ajsts-3210	216	5	,	,	PUNCT
ajsts-3210	216	6	traits	trait	NOUN
ajsts-3210	216	7	,	,	PUNCT
ajsts-3210	216	8	and	and	CCONJ
ajsts-3210	216	9	issues	issue	NOUN
ajsts-3210	216	10	are	be	AUX
ajsts-3210	216	11	predictable	predictable	ADJ
ajsts-3210	216	12	based	base	VERB
ajsts-3210	216	13	on	on	ADP
ajsts-3210	216	14	the	the	DET
ajsts-3210	216	15	data	data	NOUN
ajsts-3210	216	16	collection	collection	NOUN
ajsts-3210	216	17	of	of	ADP
ajsts-3210	216	18	users	user	NOUN
ajsts-3210	216	19	’	’	PART
ajsts-3210	216	20	interactions	interaction	NOUN
ajsts-3210	216	21	with	with	ADP
ajsts-3210	216	22	the	the	DET
ajsts-3210	216	23	system	system	NOUN
ajsts-3210	216	24	.	.	PUNCT
ajsts-3210	217	1	this	this	DET
ajsts-3210	217	2	information	information	NOUN
ajsts-3210	217	3	is	be	AUX
ajsts-3210	217	4	used	use	VERB
ajsts-3210	217	5	to	to	PART
ajsts-3210	217	6	make	make	VERB
ajsts-3210	217	7	decisions	decision	NOUN
ajsts-3210	217	8	for	for	ADP
ajsts-3210	217	9	improvement	improvement	NOUN
ajsts-3210	217	10	in	in	ADP
ajsts-3210	217	11	user	user	NOUN
ajsts-3210	217	12	experience	experience	NOUN
ajsts-3210	217	13	such	such	ADJ
ajsts-3210	217	14	as	as	ADP
ajsts-3210	217	15	,	,	PUNCT
ajsts-3210	217	16	reducing	reduce	VERB
ajsts-3210	217	17	time	time	NOUN
ajsts-3210	217	18	response	response	NOUN
ajsts-3210	217	19	,	,	PUNCT
ajsts-3210	217	20	minimizing	minimize	VERB
ajsts-3210	217	21	latency	latency	NOUN
ajsts-3210	217	22	issues	issue	NOUN
ajsts-3210	217	23	and	and	CCONJ
ajsts-3210	217	24	integrating	integrate	VERB
ajsts-3210	217	25	into	into	ADP
ajsts-3210	217	26	cloud	cloud	ADJ
ajsts-3210	217	27	environment	environment	NOUN
ajsts-3210	217	28	seamlessly	seamlessly	ADV
ajsts-3210	217	29	.	.	PUNCT
ajsts-3210	218	1	iterative	iterative	NOUN
ajsts-3210	218	2	improvement	improvement	NOUN
ajsts-3210	218	3	objective	objective	NOUN
ajsts-3210	218	4	develop	develop	VERB
ajsts-3210	218	5	a	a	DET
ajsts-3210	218	6	cyclical	cyclical	ADJ
ajsts-3210	218	7	improvement	improvement	NOUN
ajsts-3210	218	8	model	model	NOUN
ajsts-3210	218	9	wherein	wherein	ADJ
ajsts-3210	218	10	constant	constant	ADJ
ajsts-3210	218	11	checking	checking	NOUN
ajsts-3210	218	12	of	of	ADP
ajsts-3210	218	13	processes	process	NOUN
ajsts-3210	218	14	results	result	NOUN
ajsts-3210	218	15	in	in	ADP
ajsts-3210	218	16	their	their	PRON
ajsts-3210	218	17	subsequent	subsequent	ADJ
ajsts-3210	218	18	optimization	optimization	NOUN
ajsts-3210	218	19	.	.	PUNCT
ajsts-3210	219	1	ai	ai	VERB
ajsts-3210	219	2	integration	integration	NOUN
ajsts-3210	219	3	ai	ai	VERB
ajsts-3210	219	4	evolves	evolve	NOUN
ajsts-3210	219	5	from	from	ADP
ajsts-3210	219	6	new	new	ADJ
ajsts-3210	219	7	data	datum	NOUN
ajsts-3210	219	8	that	that	PRON
ajsts-3210	219	9	is	be	AUX
ajsts-3210	219	10	fed	feed	VERB
ajsts-3210	219	11	through	through	ADP
ajsts-3210	219	12	the	the	DET
ajsts-3210	219	13	system	system	NOUN
ajsts-3210	219	14	,	,	PUNCT
ajsts-3210	219	15	and	and	CCONJ
ajsts-3210	219	16	its	its	PRON
ajsts-3210	219	17	analytics	analytic	NOUN
ajsts-3210	219	18	and	and	CCONJ
ajsts-3210	219	19	suggestions	suggestion	NOUN
ajsts-3210	219	20	change	change	VERB
ajsts-3210	219	21	accordingly	accordingly	ADV
ajsts-3210	219	22	.	.	PUNCT
ajsts-3210	220	1	this	this	DET
ajsts-3210	220	2	idea	idea	NOUN
ajsts-3210	220	3	means	mean	VERB
ajsts-3210	220	4	that	that	SCONJ
ajsts-3210	220	5	the	the	DET
ajsts-3210	220	6	workflows	workflow	NOUN
ajsts-3210	220	7	will	will	AUX
ajsts-3210	220	8	always	always	ADV
ajsts-3210	220	9	be	be	AUX
ajsts-3210	220	10	optimized	optimize	VERB
ajsts-3210	220	11	because	because	SCONJ
ajsts-3210	220	12	of	of	ADP
ajsts-3210	220	13	constant	constant	ADJ
ajsts-3210	220	14	iteration	iteration	NOUN
ajsts-3210	220	15	,	,	PUNCT
ajsts-3210	220	16	and	and	CCONJ
ajsts-3210	220	17	the	the	DET
ajsts-3210	220	18	organization	organization	NOUN
ajsts-3210	220	19	will	will	AUX
ajsts-3210	220	20	be	be	AUX
ajsts-3210	220	21	able	able	ADJ
ajsts-3210	220	22	to	to	PART
ajsts-3210	220	23	adequately	adequately	ADV
ajsts-3210	220	24	change	change	VERB
ajsts-3210	220	25	and	and	CCONJ
ajsts-3210	220	26	fit	fit	VERB
ajsts-3210	220	27	the	the	DET
ajsts-3210	220	28	business	business	NOUN
ajsts-3210	220	29	needs	need	NOUN
ajsts-3210	220	30	.	.	PUNCT
ajsts-3210	221	1	data	datum	NOUN
ajsts-3210	221	2	analytics	analytic	NOUN
ajsts-3210	221	3	services	service	NOUN
ajsts-3210	221	4	using	use	VERB
ajsts-3210	221	5	ai	ai	VERB
ajsts-3210	221	6	on	on	ADP
ajsts-3210	221	7	the	the	DET
ajsts-3210	221	8	existing	exist	VERB
ajsts-3210	221	9	or	or	CCONJ
ajsts-3210	221	10	migrated	migrated	ADJ
ajsts-3210	221	11	workflows	workflow	NOUN
ajsts-3210	221	12	provides	provide	VERB
ajsts-3210	221	13	the	the	DET
ajsts-3210	221	14	enterprise	enterprise	NOUN
ajsts-3210	221	15	with	with	ADP
ajsts-3210	221	16	valuable	valuable	ADJ
ajsts-3210	221	17	insights	insight	NOUN
ajsts-3210	221	18	about	about	ADP
ajsts-3210	221	19	the	the	DET
ajsts-3210	221	20	constant	constant	ADJ
ajsts-3210	221	21	workflow	workflow	NOUN
ajsts-3210	221	22	within	within	ADP
ajsts-3210	221	23	the	the	DET
ajsts-3210	221	24	enterprise	enterprise	NOUN
ajsts-3210	221	25	to	to	PART
ajsts-3210	221	26	improve	improve	VERB
ajsts-3210	221	27	the	the	DET
ajsts-3210	221	28	operations	operation	NOUN
ajsts-3210	221	29	of	of	ADP
ajsts-3210	221	30	the	the	DET
ajsts-3210	221	31	enterprise	enterprise	NOUN
ajsts-3210	221	32	and	and	CCONJ
ajsts-3210	221	33	provide	provide	VERB
ajsts-3210	221	34	better	well	ADJ
ajsts-3210	221	35	and	and	CCONJ
ajsts-3210	221	36	efficient	efficient	ADJ
ajsts-3210	221	37	user	user	NOUN
ajsts-3210	221	38	experience	experience	NOUN
ajsts-3210	221	39	in	in	ADP
ajsts-3210	221	40	a	a	DET
ajsts-3210	221	41	pre	pre	ADJ
ajsts-3210	221	42	and	and	CCONJ
ajsts-3210	221	43	post	post	VERB
ajsts-3210	221	44	cloud	cloud	ADJ
ajsts-3210	221	45	migration	migration	NOUN
ajsts-3210	221	46	scenarios	scenario	NOUN
ajsts-3210	221	47	.	.	PUNCT
ajsts-3210	222	1	api	api	NOUN
ajsts-3210	222	2	usage	usage	NOUN
ajsts-3210	222	3	optimization	optimization	NOUN
ajsts-3210	222	4	with	with	ADP
ajsts-3210	222	5	ai	ai	PRON
ajsts-3210	222	6	importance	importance	NOUN
ajsts-3210	222	7	of	of	ADP
ajsts-3210	222	8	api	api	NOUN
ajsts-3210	222	9	usage	usage	NOUN
ajsts-3210	222	10	optimization	optimization	NOUN
ajsts-3210	222	11	objective	objective	NOUN
ajsts-3210	222	12	understand	understand	VERB
ajsts-3210	222	13	the	the	DET
ajsts-3210	222	14	importance	importance	NOUN
ajsts-3210	222	15	of	of	ADP
ajsts-3210	222	16	proper	proper	ADJ
ajsts-3210	222	17	management	management	NOUN
ajsts-3210	222	18	of	of	ADP
ajsts-3210	222	19	the	the	DET
ajsts-3210	222	20	costs	cost	NOUN
ajsts-3210	222	21	related	relate	VERB
ajsts-3210	222	22	to	to	ADP
ajsts-3210	222	23	cloud	cloud	NOUN
ajsts-3210	222	24	services	service	NOUN
ajsts-3210	222	25	by	by	ADP
ajsts-3210	222	26	improving	improve	VERB
ajsts-3210	222	27	the	the	DET
ajsts-3210	222	28	usage	usage	NOUN
ajsts-3210	222	29	of	of	ADP
ajsts-3210	222	30	apis	apis	PROPN
ajsts-3210	222	31	.	.	PUNCT
ajsts-3210	223	1	ai	ai	VERB
ajsts-3210	223	2	integration	integration	NOUN
ajsts-3210	223	3	the	the	DET
ajsts-3210	223	4	enterprise	enterprise	NOUN
ajsts-3210	223	5	also	also	ADV
ajsts-3210	223	6	incorporates	incorporate	VERB
ajsts-3210	223	7	ai	ai	VERB
ajsts-3210	223	8	algorithms	algorithm	NOUN
ajsts-3210	223	9	in	in	ADP
ajsts-3210	223	10	the	the	DET
ajsts-3210	223	11	api	api	NOUN
ajsts-3210	223	12	management	management	NOUN
ajsts-3210	223	13	system	system	NOUN
ajsts-3210	223	14	to	to	PART
ajsts-3210	223	15	find	find	VERB
ajsts-3210	223	16	ways	way	NOUN
ajsts-3210	223	17	of	of	ADP
ajsts-3210	223	18	limiting	limit	VERB
ajsts-3210	223	19	api	api	NOUN
ajsts-3210	223	20	usage	usage	NOUN
ajsts-3210	223	21	and	and	CCONJ
ajsts-3210	223	22	controlling	control	VERB
ajsts-3210	223	23	costs	cost	NOUN
ajsts-3210	223	24	according	accord	VERB
ajsts-3210	223	25	to	to	ADP
ajsts-3210	223	26	the	the	DET
ajsts-3210	223	27	enterprise	enterprise	NOUN
ajsts-3210	223	28	’s	’s	PART
ajsts-3210	223	29	budgetary	budgetary	ADJ
ajsts-3210	223	30	plans	plan	NOUN
ajsts-3210	223	31	.	.	PUNCT
ajsts-3210	224	1	ai	ai	AUX
ajsts-3210	224	2	-	-	PUNCT
ajsts-3210	224	3	driven	drive	VERB
ajsts-3210	224	4	usage	usage	NOUN
ajsts-3210	224	5	analysis	analysis	NOUN
ajsts-3210	224	6	objective	objective	ADJ
ajsts-3210	224	7	historical	historical	ADJ
ajsts-3210	224	8	trends	trend	NOUN
ajsts-3210	224	9	that	that	PRON
ajsts-3210	224	10	help	help	VERB
ajsts-3210	224	11	in	in	ADP
ajsts-3210	224	12	identifying	identify	VERB
ajsts-3210	224	13	the	the	DET
ajsts-3210	224	14	density	density	NOUN
ajsts-3210	224	15	of	of	ADP
ajsts-3210	224	16	usage	usage	NOUN
ajsts-3210	224	17	and	and	CCONJ
ajsts-3210	224	18	peak	peak	NOUN
ajsts-3210	224	19	api	api	NOUN
ajsts-3210	224	20	usage	usage	NOUN
ajsts-3210	224	21	and	and	CCONJ
ajsts-3210	224	22	troughs	troughs	NOUN
ajsts-3210	224	23	.	.	PUNCT
ajsts-3210	225	1	ai	ai	VERB
ajsts-3210	225	2	integration	integration	NOUN
ajsts-3210	225	3	through	through	ADP
ajsts-3210	225	4	machine	machine	NOUN
ajsts-3210	225	5	learning	learning	NOUN
ajsts-3210	225	6	,	,	PUNCT
ajsts-3210	225	7	the	the	DET
ajsts-3210	225	8	api	api	NOUN
ajsts-3210	225	9	usage	usage	NOUN
ajsts-3210	225	10	history	history	NOUN
ajsts-3210	225	11	is	be	AUX
ajsts-3210	225	12	studied	study	VERB
ajsts-3210	225	13	in	in	ADP
ajsts-3210	225	14	order	order	NOUN
ajsts-3210	225	15	to	to	PART
ajsts-3210	225	16	establish	establish	VERB
ajsts-3210	225	17	patterns	pattern	NOUN
ajsts-3210	225	18	,	,	PUNCT
ajsts-3210	225	19	the	the	DET
ajsts-3210	225	20	hours	hour	NOUN
ajsts-3210	225	21	with	with	ADP
ajsts-3210	225	22	the	the	DET
ajsts-3210	225	23	highest	high	ADJ
ajsts-3210	225	24	frequency	frequency	NOUN
ajsts-3210	225	25	of	of	ADP
ajsts-3210	225	26	api	api	NOUN
ajsts-3210	225	27	calls	call	NOUN
ajsts-3210	225	28	,	,	PUNCT
ajsts-3210	225	29	or	or	CCONJ
ajsts-3210	225	30	the	the	DET
ajsts-3210	225	31	time	time	NOUN
ajsts-3210	225	32	of	of	ADP
ajsts-3210	225	33	day	day	NOUN
ajsts-3210	225	34	with	with	ADP
ajsts-3210	225	35	the	the	DET
ajsts-3210	225	36	lowest	low	ADJ
ajsts-3210	225	37	frequency	frequency	NOUN
ajsts-3210	225	38	.	.	PUNCT
ajsts-3210	226	1	it	it	PRON
ajsts-3210	226	2	is	be	AUX
ajsts-3210	226	3	with	with	ADP
ajsts-3210	226	4	such	such	ADJ
ajsts-3210	226	5	pertinent	pertinent	ADJ
ajsts-3210	226	6	information	information	NOUN
ajsts-3210	226	7	that	that	SCONJ
ajsts-3210	226	8	strategic	strategic	ADJ
ajsts-3210	226	9	interventions	intervention	NOUN
ajsts-3210	226	10	to	to	PART
ajsts-3210	226	11	enhance	enhance	VERB
ajsts-3210	226	12	the	the	DET
ajsts-3210	226	13	utilization	utilization	NOUN
ajsts-3210	226	14	of	of	ADP
ajsts-3210	226	15	apis	apis	PROPN
ajsts-3210	226	16	as	as	ADV
ajsts-3210	226	17	well	well	ADV
ajsts-3210	226	18	as	as	ADP
ajsts-3210	226	19	the	the	DET
ajsts-3210	226	20	costs	cost	NOUN
ajsts-3210	226	21	related	relate	VERB
ajsts-3210	226	22	to	to	ADP
ajsts-3210	226	23	them	they	PRON
ajsts-3210	226	24	are	be	AUX
ajsts-3210	226	25	premised	premise	VERB
ajsts-3210	226	26	.	.	PUNCT
ajsts-3210	227	1	best	good	ADJ
ajsts-3210	227	2	times	time	NOUN
ajsts-3210	227	3	for	for	ADP
ajsts-3210	227	4	api	api	NOUN
ajsts-3210	227	5	usage	usage	NOUN
ajsts-3210	227	6	objective	objective	NOUN
ajsts-3210	227	7	find	find	VERB
ajsts-3210	227	8	out	out	ADP
ajsts-3210	227	9	when	when	SCONJ
ajsts-3210	227	10	the	the	DET
ajsts-3210	227	11	apis	api	NOUN
ajsts-3210	227	12	are	be	AUX
ajsts-3210	227	13	most	most	ADV
ajsts-3210	227	14	likely	likely	ADJ
ajsts-3210	227	15	to	to	PART
ajsts-3210	227	16	be	be	AUX
ajsts-3210	227	17	used	use	VERB
ajsts-3210	227	18	in	in	ADP
ajsts-3210	227	19	a	a	DET
ajsts-3210	227	20	way	way	NOUN
ajsts-3210	227	21	that	that	PRON
ajsts-3210	227	22	will	will	AUX
ajsts-3210	227	23	allow	allow	VERB
ajsts-3210	227	24	one	one	PRON
ajsts-3210	227	25	to	to	PART
ajsts-3210	227	26	take	take	VERB
ajsts-3210	227	27	advantage	advantage	NOUN
ajsts-3210	227	28	of	of	ADP
ajsts-3210	227	29	the	the	DET
ajsts-3210	227	30	cheaper	cheap	ADJ
ajsts-3210	227	31	pricing	pricing	NOUN
ajsts-3210	227	32	models	model	NOUN
ajsts-3210	227	33	while	while	SCONJ
ajsts-3210	227	34	at	at	ADP
ajsts-3210	227	35	the	the	DET
ajsts-3210	227	36	same	same	ADJ
ajsts-3210	227	37	time	time	NOUN
ajsts-3210	227	38	reducing	reduce	VERB
ajsts-3210	227	39	costs	cost	NOUN
ajsts-3210	227	40	.	.	PUNCT
ajsts-3210	228	1	ai	ai	VERB
ajsts-3210	228	2	integration	integration	NOUN
ajsts-3210	228	3	the	the	DET
ajsts-3210	228	4	ai	ai	NOUN
ajsts-3210	228	5	system	system	NOUN
ajsts-3210	228	6	uses	use	VERB
ajsts-3210	228	7	predictive	predictive	ADJ
ajsts-3210	228	8	models	model	NOUN
ajsts-3210	228	9	to	to	PART
ajsts-3210	228	10	decide	decide	VERB
ajsts-3210	228	11	when	when	SCONJ
ajsts-3210	228	12	it	it	PRON
ajsts-3210	228	13	is	be	AUX
ajsts-3210	228	14	most	most	ADV
ajsts-3210	228	15	effective	effective	ADJ
ajsts-3210	228	16	to	to	PART
ajsts-3210	228	17	use	use	VERB
ajsts-3210	228	18	the	the	DET
ajsts-3210	228	19	apis	apis	NOUN
ajsts-3210	228	20	.	.	PUNCT
ajsts-3210	229	1	this	this	PRON
ajsts-3210	229	2	includes	include	VERB
ajsts-3210	229	3	factors	factor	NOUN
ajsts-3210	229	4	like	like	ADP
ajsts-3210	229	5	the	the	DET
ajsts-3210	229	6	price	price	NOUN
ajsts-3210	229	7	difference	difference	NOUN
ajsts-3210	229	8	between	between	ADP
ajsts-3210	229	9	the	the	DET
ajsts-3210	229	10	day	day	NOUN
ajsts-3210	229	11	and	and	CCONJ
ajsts-3210	229	12	night	night	NOUN
ajsts-3210	229	13	,	,	PUNCT
ajsts-3210	229	14	the	the	DET
ajsts-3210	229	15	load	load	NOUN
ajsts-3210	229	16	on	on	ADP
ajsts-3210	229	17	the	the	DET
ajsts-3210	229	18	cloud	cloud	NOUN
ajsts-3210	229	19	provider	provider	NOUN
ajsts-3210	229	20	or	or	CCONJ
ajsts-3210	229	21	resources	resource	NOUN
ajsts-3210	229	22	,	,	PUNCT
ajsts-3210	229	23	and	and	CCONJ
ajsts-3210	229	24	the	the	DET
ajsts-3210	229	25	previous	previous	ADJ
ajsts-3210	229	26	usage	usage	NOUN
ajsts-3210	229	27	of	of	ADP
ajsts-3210	229	28	the	the	DET
ajsts-3210	229	29	api	api	NOUN
ajsts-3210	229	30	for	for	ADP
ajsts-3210	229	31	efficiency	efficiency	NOUN
ajsts-3210	229	32	.	.	PUNCT
ajsts-3210	230	1	negotiation	negotiation	NOUN
ajsts-3210	230	2	of	of	ADP
ajsts-3210	230	3	pricing	pricing	NOUN
ajsts-3210	230	4	based	base	VERB
ajsts-3210	230	5	on	on	ADP
ajsts-3210	230	6	demand	demand	NOUN
ajsts-3210	230	7	objective	objective	ADJ
ajsts-3210	230	8	minimize	minimize	NOUN
ajsts-3210	230	9	costs	cost	NOUN
ajsts-3210	230	10	through	through	ADP
ajsts-3210	230	11	standardization	standardization	NOUN
ajsts-3210	230	12	of	of	ADP
ajsts-3210	230	13	api	api	NOUN
ajsts-3210	230	14	costs	cost	NOUN
ajsts-3210	230	15	pa	pa	PROPN
ajsts-3210	230	16	ge	ge	PROPN
ajsts-3210	230	17	21	21	NUM
ajsts-3210	230	18	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	230	19	am	be	AUX
ajsts-3210	230	20	.	.	PUNCT
ajsts-3210	231	1	j.	j.	PROPN
ajsts-3210	231	2	smart	smart	PROPN
ajsts-3210	231	3	.	.	PUNCT
ajsts-3210	232	1	technol	technol	PROPN
ajsts-3210	232	2	.	.	PUNCT
ajsts-3210	232	3	solutions	solution	NOUN
ajsts-3210	232	4	3(2	3(2	NUM
ajsts-3210	232	5	)	)	PUNCT
ajsts-3210	232	6	13	13	NUM
ajsts-3210	232	7	-	-	SYM
ajsts-3210	232	8	24	24	NUM
ajsts-3210	232	9	,	,	PUNCT
ajsts-3210	232	10	2024	2024	NUM
ajsts-3210	232	11	depending	depend	VERB
ajsts-3210	232	12	on	on	ADP
ajsts-3210	232	13	the	the	DET
ajsts-3210	232	14	usage	usage	NOUN
ajsts-3210	232	15	and	and	CCONJ
ajsts-3210	232	16	through	through	ADP
ajsts-3210	232	17	flexibility	flexibility	NOUN
ajsts-3210	232	18	that	that	PRON
ajsts-3210	232	19	is	be	AUX
ajsts-3210	232	20	common	common	ADJ
ajsts-3210	232	21	to	to	ADP
ajsts-3210	232	22	the	the	DET
ajsts-3210	232	23	pricing	pricing	NOUN
ajsts-3210	232	24	models	model	NOUN
ajsts-3210	232	25	adopted	adopt	VERB
ajsts-3210	232	26	by	by	ADP
ajsts-3210	232	27	most	most	ADJ
ajsts-3210	232	28	cloud	cloud	ADJ
ajsts-3210	232	29	service	service	NOUN
ajsts-3210	232	30	providers	provider	NOUN
ajsts-3210	232	31	.	.	PUNCT
ajsts-3210	233	1	ai	ai	VERB
ajsts-3210	233	2	integration	integration	NOUN
ajsts-3210	233	3	true	true	ADJ
ajsts-3210	233	4	demand	demand	NOUN
ajsts-3210	233	5	of	of	ADP
ajsts-3210	233	6	apis	apis	PROPN
ajsts-3210	233	7	for	for	ADP
ajsts-3210	233	8	a	a	DET
ajsts-3210	233	9	particular	particular	ADJ
ajsts-3210	233	10	software	software	NOUN
ajsts-3210	233	11	is	be	AUX
ajsts-3210	233	12	evaluated	evaluate	VERB
ajsts-3210	233	13	in	in	ADP
ajsts-3210	233	14	real	real	ADJ
ajsts-3210	233	15	time	time	NOUN
ajsts-3210	233	16	and	and	CCONJ
ajsts-3210	233	17	pricing	pricing	NOUN
ajsts-3210	233	18	is	be	AUX
ajsts-3210	233	19	negotiated	negotiate	VERB
ajsts-3210	233	20	accordingly	accordingly	ADV
ajsts-3210	233	21	by	by	ADP
ajsts-3210	233	22	ai	ai	PROPN
ajsts-3210	233	23	algorithms	algorithm	NOUN
ajsts-3210	233	24	.	.	PUNCT
ajsts-3210	234	1	this	this	PRON
ajsts-3210	234	2	may	may	AUX
ajsts-3210	234	3	entail	entail	VERB
ajsts-3210	234	4	self	self	NOUN
ajsts-3210	234	5	-	-	PUNCT
ajsts-3210	234	6	served	serve	VERB
ajsts-3210	234	7	negotiation	negotiation	NOUN
ajsts-3210	234	8	with	with	ADP
ajsts-3210	234	9	cloud	cloud	NOUN
ajsts-3210	234	10	services	service	NOUN
ajsts-3210	234	11	providers	provider	NOUN
ajsts-3210	234	12	to	to	PART
ajsts-3210	234	13	arrive	arrive	VERB
ajsts-3210	234	14	at	at	ADP
ajsts-3210	234	15	lower	low	ADJ
ajsts-3210	234	16	prices	price	NOUN
ajsts-3210	234	17	corresponding	correspond	VERB
ajsts-3210	234	18	to	to	ADP
ajsts-3210	234	19	the	the	DET
ajsts-3210	234	20	existing	exist	VERB
ajsts-3210	234	21	demand	demand	NOUN
ajsts-3210	234	22	situation	situation	NOUN
ajsts-3210	234	23	,	,	PUNCT
ajsts-3210	234	24	to	to	PART
ajsts-3210	234	25	achieve	achieve	VERB
ajsts-3210	234	26	efficiency	efficiency	NOUN
ajsts-3210	234	27	in	in	ADP
ajsts-3210	234	28	cost	cost	NOUN
ajsts-3210	234	29	.	.	PUNCT
ajsts-3210	235	1	cost	cost	NOUN
ajsts-3210	235	2	-	-	PUNCT
ajsts-3210	235	3	efficient	efficient	ADJ
ajsts-3210	235	4	strategies	strategy	NOUN
ajsts-3210	235	5	objective	objective	ADJ
ajsts-3210	235	6	cut	cut	VERB
ajsts-3210	235	7	expenditure	expenditure	NOUN
ajsts-3210	235	8	in	in	ADP
ajsts-3210	235	9	areas	area	NOUN
ajsts-3210	235	10	that	that	PRON
ajsts-3210	235	11	can	can	AUX
ajsts-3210	235	12	be	be	AUX
ajsts-3210	235	13	avoided	avoid	VERB
ajsts-3210	235	14	,	,	PUNCT
ajsts-3210	235	15	for	for	ADP
ajsts-3210	235	16	instance	instance	NOUN
ajsts-3210	235	17	,	,	PUNCT
ajsts-3210	235	18	the	the	DET
ajsts-3210	235	19	use	use	NOUN
ajsts-3210	235	20	of	of	ADP
ajsts-3210	235	21	apis	apis	PROPN
ajsts-3210	235	22	during	during	ADP
ajsts-3210	235	23	late	late	ADJ
ajsts-3210	235	24	hours	hour	NOUN
ajsts-3210	235	25	when	when	SCONJ
ajsts-3210	235	26	they	they	PRON
ajsts-3210	235	27	are	be	AUX
ajsts-3210	235	28	not	not	PART
ajsts-3210	235	29	as	as	ADP
ajsts-3210	235	30	resource	resource	NOUN
ajsts-3210	235	31	intensive	intensive	ADJ
ajsts-3210	235	32	as	as	ADP
ajsts-3210	235	33	during	during	ADP
ajsts-3210	235	34	the	the	DET
ajsts-3210	235	35	day	day	NOUN
ajsts-3210	235	36	.	.	PUNCT
ajsts-3210	236	1	ai	ai	VERB
ajsts-3210	236	2	integration	integration	NOUN
ajsts-3210	236	3	the	the	DET
ajsts-3210	236	4	ai	ai	NOUN
ajsts-3210	236	5	system	system	NOUN
ajsts-3210	236	6	advises	advise	NOUN
ajsts-3210	236	7	and	and	CCONJ
ajsts-3210	236	8	enforces	enforce	VERB
ajsts-3210	236	9	procedures	procedure	NOUN
ajsts-3210	236	10	for	for	ADP
ajsts-3210	236	11	api	api	NOUN
ajsts-3210	236	12	conformity	conformity	NOUN
ajsts-3210	236	13	with	with	ADP
ajsts-3210	236	14	effective	effective	ADJ
ajsts-3210	236	15	operations	operation	NOUN
ajsts-3210	236	16	styles	style	NOUN
ajsts-3210	236	17	.	.	PUNCT
ajsts-3210	237	1	this	this	PRON
ajsts-3210	237	2	can	can	AUX
ajsts-3210	237	3	mean	mean	VERB
ajsts-3210	237	4	calling	call	VERB
ajsts-3210	237	5	non	non	ADJ
ajsts-3210	237	6	-	-	ADJ
ajsts-3210	237	7	critical	critical	ADJ
ajsts-3210	237	8	apis	apis	NOUN
ajsts-3210	237	9	during	during	ADP
ajsts-3210	237	10	periods	period	NOUN
ajsts-3210	237	11	of	of	ADP
ajsts-3210	237	12	low	low	ADJ
ajsts-3210	237	13	traffic	traffic	NOUN
ajsts-3210	237	14	,	,	PUNCT
ajsts-3210	237	15	using	use	VERB
ajsts-3210	237	16	cheaper	cheap	ADJ
ajsts-3210	237	17	available	available	ADJ
ajsts-3210	237	18	resources	resource	NOUN
ajsts-3210	237	19	for	for	ADP
ajsts-3210	237	20	selected	select	VERB
ajsts-3210	237	21	operations	operation	NOUN
ajsts-3210	237	22	,	,	PUNCT
ajsts-3210	237	23	and	and	CCONJ
ajsts-3210	237	24	managing	manage	VERB
ajsts-3210	237	25	resources	resource	NOUN
ajsts-3210	237	26	according	accord	VERB
ajsts-3210	237	27	to	to	ADP
ajsts-3210	237	28	predicted	predict	VERB
ajsts-3210	237	29	traffic	traffic	NOUN
ajsts-3210	237	30	.	.	PUNCT
ajsts-3210	238	1	proactive	proactive	ADJ
ajsts-3210	238	2	cost	cost	NOUN
ajsts-3210	238	3	prevention	prevention	NOUN
ajsts-3210	238	4	objective	objective	ADJ
ajsts-3210	238	5	preventing	prevent	VERB
ajsts-3210	238	6	unnecessary	unnecessary	ADJ
ajsts-3210	238	7	costs	cost	NOUN
ajsts-3210	238	8	in	in	ADP
ajsts-3210	238	9	an	an	DET
ajsts-3210	238	10	api	api	NOUN
ajsts-3210	238	11	can	can	AUX
ajsts-3210	238	12	be	be	AUX
ajsts-3210	238	13	as	as	ADV
ajsts-3210	238	14	simple	simple	ADJ
ajsts-3210	238	15	as	as	ADP
ajsts-3210	238	16	anticipating	anticipate	VERB
ajsts-3210	238	17	the	the	DET
ajsts-3210	238	18	problems	problem	NOUN
ajsts-3210	238	19	before	before	SCONJ
ajsts-3210	238	20	they	they	PRON
ajsts-3210	238	21	arise	arise	VERB
ajsts-3210	238	22	and	and	CCONJ
ajsts-3210	238	23	finding	find	VERB
ajsts-3210	238	24	ways	way	NOUN
ajsts-3210	238	25	to	to	PART
ajsts-3210	238	26	deal	deal	VERB
ajsts-3210	238	27	with	with	ADP
ajsts-3210	238	28	them	they	PRON
ajsts-3210	238	29	.	.	PUNCT
ajsts-3210	239	1	ai	ai	VERB
ajsts-3210	239	2	integration	integration	NOUN
ajsts-3210	239	3	apis	api	NOUN
ajsts-3210	239	4	are	be	AUX
ajsts-3210	239	5	always	always	ADV
ajsts-3210	239	6	being	be	AUX
ajsts-3210	239	7	monitored	monitor	VERB
ajsts-3210	239	8	in	in	ADP
ajsts-3210	239	9	real	real	ADJ
ajsts-3210	239	10	-	-	PUNCT
ajsts-3210	239	11	time	time	NOUN
ajsts-3210	239	12	using	use	VERB
ajsts-3210	239	13	artificial	artificial	ADJ
ajsts-3210	239	14	intelligence	intelligence	NOUN
ajsts-3210	239	15	driven	drive	VERB
ajsts-3210	239	16	tools	tool	NOUN
ajsts-3210	239	17	,	,	PUNCT
ajsts-3210	239	18	and	and	CCONJ
ajsts-3210	239	19	any	any	DET
ajsts-3210	239	20	variations	variation	NOUN
ajsts-3210	239	21	from	from	ADP
ajsts-3210	239	22	the	the	DET
ajsts-3210	239	23	right	right	ADJ
ajsts-3210	239	24	usage	usage	NOUN
ajsts-3210	239	25	parameters	parameter	NOUN
ajsts-3210	239	26	are	be	AUX
ajsts-3210	239	27	instantly	instantly	ADV
ajsts-3210	239	28	flagged	flag	VERB
ajsts-3210	239	29	out	out	ADP
ajsts-3210	239	30	.	.	PUNCT
ajsts-3210	240	1	thus	thus	ADV
ajsts-3210	240	2	,	,	PUNCT
ajsts-3210	240	3	it	it	PRON
ajsts-3210	240	4	is	be	AUX
ajsts-3210	240	5	possible	possible	ADJ
ajsts-3210	240	6	to	to	PART
ajsts-3210	240	7	avoid	avoid	VERB
ajsts-3210	240	8	additional	additional	ADJ
ajsts-3210	240	9	expenses	expense	NOUN
ajsts-3210	240	10	related	relate	VERB
ajsts-3210	240	11	to	to	ADP
ajsts-3210	240	12	working	work	VERB
ajsts-3210	240	13	with	with	ADP
ajsts-3210	240	14	drugs	drug	NOUN
ajsts-3210	240	15	and	and	CCONJ
ajsts-3210	240	16	maintain	maintain	VERB
ajsts-3210	240	17	the	the	DET
ajsts-3210	240	18	budget	budget	NOUN
ajsts-3210	240	19	plan	plan	NOUN
ajsts-3210	240	20	of	of	ADP
ajsts-3210	240	21	the	the	DET
ajsts-3210	240	22	organization	organization	NOUN
ajsts-3210	240	23	.	.	PUNCT
ajsts-3210	241	1	budget	budget	NOUN
ajsts-3210	241	2	constraint	constraint	PROPN
ajsts-3210	241	3	alignment	alignment	NOUN
ajsts-3210	241	4	objective	objective	NOUN
ajsts-3210	241	5	make	make	VERB
ajsts-3210	241	6	sure	sure	ADJ
ajsts-3210	241	7	that	that	SCONJ
ajsts-3210	241	8	the	the	DET
ajsts-3210	241	9	utilization	utilization	NOUN
ajsts-3210	241	10	of	of	ADP
ajsts-3210	241	11	apis	apis	PROPN
ajsts-3210	241	12	does	do	AUX
ajsts-3210	241	13	not	not	PART
ajsts-3210	241	14	go	go	VERB
ajsts-3210	241	15	against	against	ADP
ajsts-3210	241	16	the	the	DET
ajsts-3210	241	17	organization	organization	NOUN
ajsts-3210	241	18	’s	’s	PART
ajsts-3210	241	19	budgets	budget	NOUN
ajsts-3210	241	20	to	to	PART
ajsts-3210	241	21	be	be	AUX
ajsts-3210	241	22	financially	financially	ADV
ajsts-3210	241	23	responsible	responsible	ADJ
ajsts-3210	241	24	.	.	PUNCT
ajsts-3210	242	1	ai	ai	AUX
ajsts-3210	242	2	integration	integration	NOUN
ajsts-3210	242	3	api	api	NOUN
ajsts-3210	242	4	usage	usage	NOUN
ajsts-3210	242	5	is	be	AUX
ajsts-3210	242	6	constantly	constantly	ADV
ajsts-3210	242	7	monitored	monitor	VERB
ajsts-3210	242	8	against	against	ADP
ajsts-3210	242	9	defined	define	VERB
ajsts-3210	242	10	budgetary	budgetary	ADJ
ajsts-3210	242	11	constraints	constraint	NOUN
ajsts-3210	242	12	where	where	SCONJ
ajsts-3210	242	13	api	api	NOUN
ajsts-3210	242	14	usage	usage	NOUN
ajsts-3210	242	15	patterns	pattern	NOUN
ajsts-3210	242	16	are	be	AUX
ajsts-3210	242	17	automatically	automatically	ADV
ajsts-3210	242	18	readjusted	readjust	VERB
ajsts-3210	242	19	to	to	PART
ajsts-3210	242	20	ensure	ensure	VERB
ajsts-3210	242	21	they	they	PRON
ajsts-3210	242	22	do	do	AUX
ajsts-3210	242	23	not	not	PART
ajsts-3210	242	24	exceed	exceed	VERB
ajsts-3210	242	25	allowable	allowable	ADJ
ajsts-3210	242	26	parameters	parameter	NOUN
ajsts-3210	242	27	.	.	PUNCT
ajsts-3210	243	1	this	this	DET
ajsts-3210	243	2	way	way	NOUN
ajsts-3210	243	3	the	the	DET
ajsts-3210	243	4	enterprise	enterprise	NOUN
ajsts-3210	243	5	is	be	AUX
ajsts-3210	243	6	able	able	ADJ
ajsts-3210	243	7	to	to	PART
ajsts-3210	243	8	ensure	ensure	VERB
ajsts-3210	243	9	that	that	SCONJ
ajsts-3210	243	10	it	it	PRON
ajsts-3210	243	11	fosters	foster	VERB
ajsts-3210	243	12	optimal	optimal	ADJ
ajsts-3210	243	13	expenditure	expenditure	NOUN
ajsts-3210	243	14	while	while	SCONJ
ajsts-3210	243	15	trying	try	VERB
ajsts-3210	243	16	to	to	PART
ajsts-3210	243	17	satisfy	satisfy	VERB
ajsts-3210	243	18	operational	operational	ADJ
ajsts-3210	243	19	requirements	requirement	NOUN
ajsts-3210	243	20	.	.	PUNCT
ajsts-3210	244	1	adaptive	adaptive	ADJ
ajsts-3210	244	2	optimization	optimization	NOUN
ajsts-3210	244	3	strategies	strategy	NOUN
ajsts-3210	244	4	objective	objective	ADJ
ajsts-3210	244	5	continuously	continuously	ADV
ajsts-3210	244	6	monitor	monitor	VERB
ajsts-3210	244	7	shifts	shift	NOUN
ajsts-3210	244	8	in	in	ADP
ajsts-3210	244	9	demand	demand	NOUN
ajsts-3210	244	10	,	,	PUNCT
ajsts-3210	244	11	continuously	continuously	ADV
ajsts-3210	244	12	tweaking	tweak	VERB
ajsts-3210	244	13	the	the	DET
ajsts-3210	244	14	api	api	NOUN
ajsts-3210	244	15	optimization	optimization	NOUN
ajsts-3210	244	16	methods	method	NOUN
ajsts-3210	244	17	to	to	PART
ajsts-3210	244	18	maintain	maintain	VERB
ajsts-3210	244	19	this	this	DET
ajsts-3210	244	20	cost	cost	NOUN
ajsts-3210	244	21	efficiency	efficiency	NOUN
ajsts-3210	244	22	.	.	PUNCT
ajsts-3210	245	1	ai	ai	VERB
ajsts-3210	245	2	integration	integration	NOUN
ajsts-3210	245	3	optimization	optimization	NOUN
ajsts-3210	245	4	also	also	ADV
ajsts-3210	245	5	takes	take	VERB
ajsts-3210	245	6	demand	demand	NOUN
ajsts-3210	245	7	into	into	ADP
ajsts-3210	245	8	consideration	consideration	NOUN
ajsts-3210	245	9	and	and	CCONJ
ajsts-3210	245	10	leverages	leverage	VERB
ajsts-3210	245	11	machine	machine	NOUN
ajsts-3210	245	12	learning	learn	VERB
ajsts-3210	245	13	to	to	PART
ajsts-3210	245	14	enhance	enhance	VERB
ajsts-3210	245	15	a	a	DET
ajsts-3210	245	16	constantly	constantly	ADV
ajsts-3210	245	17	changing	change	VERB
ajsts-3210	245	18	set	set	NOUN
ajsts-3210	245	19	of	of	ADP
ajsts-3210	245	20	recommendations	recommendation	NOUN
ajsts-3210	245	21	for	for	ADP
ajsts-3210	245	22	api	api	NOUN
ajsts-3210	245	23	usage	usage	NOUN
ajsts-3210	245	24	.	.	PUNCT
ajsts-3210	246	1	thus	thus	ADV
ajsts-3210	246	2	,	,	PUNCT
ajsts-3210	246	3	flexibility	flexibility	NOUN
ajsts-3210	246	4	guarantees	guarantee	VERB
ajsts-3210	246	5	that	that	SCONJ
ajsts-3210	246	6	the	the	DET
ajsts-3210	246	7	organization	organization	NOUN
ajsts-3210	246	8	can	can	AUX
ajsts-3210	246	9	address	address	VERB
ajsts-3210	246	10	alterations	alteration	NOUN
ajsts-3210	246	11	in	in	ADP
ajsts-3210	246	12	operational	operational	ADJ
ajsts-3210	246	13	needs	need	NOUN
ajsts-3210	246	14	and	and	CCONJ
ajsts-3210	246	15	achieve	achieve	VERB
ajsts-3210	246	16	costeffectiveness	costeffectiveness	NOUN
ajsts-3210	246	17	concurrently	concurrently	ADV
ajsts-3210	246	18	.	.	PUNCT
ajsts-3210	247	1	ai	ai	VERB
ajsts-3210	247	2	in	in	ADP
ajsts-3210	247	3	optimizing	optimize	VERB
ajsts-3210	247	4	usage	usage	NOUN
ajsts-3210	247	5	of	of	ADP
ajsts-3210	247	6	apis	apis	ADJ
ajsts-3210	247	7	encompass	encompass	NOUN
ajsts-3210	247	8	factors	factor	NOUN
ajsts-3210	247	9	such	such	ADJ
ajsts-3210	247	10	as	as	ADP
ajsts-3210	247	11	considering	consider	VERB
ajsts-3210	247	12	previous	previous	ADJ
ajsts-3210	247	13	usage	usage	NOUN
ajsts-3210	247	14	pattern	pattern	NOUN
ajsts-3210	247	15	of	of	ADP
ajsts-3210	247	16	apis	apis	NOUN
ajsts-3210	247	17	,	,	PUNCT
ajsts-3210	247	18	determining	determine	VERB
ajsts-3210	247	19	the	the	DET
ajsts-3210	247	20	most	most	ADV
ajsts-3210	247	21	appropriate	appropriate	ADJ
ajsts-3210	247	22	times	time	NOUN
ajsts-3210	247	23	for	for	ADP
ajsts-3210	247	24	utilization	utilization	NOUN
ajsts-3210	247	25	of	of	ADP
ajsts-3210	247	26	apis	apis	PROPN
ajsts-3210	247	27	,	,	PUNCT
ajsts-3210	247	28	bargaining	bargain	VERB
ajsts-3210	247	29	on	on	ADP
ajsts-3210	247	30	price	price	NOUN
ajsts-3210	247	31	,	,	PUNCT
ajsts-3210	247	32	integrating	integrate	VERB
ajsts-3210	247	33	cost	cost	NOUN
ajsts-3210	247	34	effectiveness	effectiveness	NOUN
ajsts-3210	247	35	measures	measure	NOUN
ajsts-3210	247	36	,	,	PUNCT
ajsts-3210	247	37	preventing	prevent	VERB
ajsts-3210	247	38	unwanted	unwanted	ADJ
ajsts-3210	247	39	costs	cost	NOUN
ajsts-3210	247	40	,	,	PUNCT
ajsts-3210	247	41	utilizing	utilize	VERB
ajsts-3210	247	42	reasonable	reasonable	ADJ
ajsts-3210	247	43	measures	measure	NOUN
ajsts-3210	247	44	,	,	PUNCT
ajsts-3210	247	45	and	and	CCONJ
ajsts-3210	247	46	adjusting	adjust	VERB
ajsts-3210	247	47	measures	measure	NOUN
ajsts-3210	247	48	in	in	ADP
ajsts-3210	247	49	relation	relation	NOUN
ajsts-3210	247	50	to	to	PART
ajsts-3210	247	51	needs	need	NOUN
ajsts-3210	247	52	.	.	PUNCT
ajsts-3210	248	1	this	this	DET
ajsts-3210	248	2	all	all	ADV
ajsts-3210	248	3	-	-	PUNCT
ajsts-3210	248	4	encompassing	encompass	VERB
ajsts-3210	248	5	approach	approach	NOUN
ajsts-3210	248	6	guarantees	guarantee	VERB
ajsts-3210	248	7	that	that	SCONJ
ajsts-3210	248	8	api	api	NOUN
ajsts-3210	248	9	utilization	utilization	NOUN
ajsts-3210	248	10	reaches	reach	VERB
ajsts-3210	248	11	needed	need	VERB
ajsts-3210	248	12	velocity	velocity	NOUN
ajsts-3210	248	13	and	and	CCONJ
ajsts-3210	248	14	efficiency	efficiency	NOUN
ajsts-3210	248	15	as	as	SCONJ
ajsts-3210	248	16	the	the	DET
ajsts-3210	248	17	company	company	NOUN
ajsts-3210	248	18	completes	complete	VERB
ajsts-3210	248	19	its	its	PRON
ajsts-3210	248	20	cloud	cloud	ADJ
ajsts-3210	248	21	journey	journey	NOUN
ajsts-3210	248	22	.	.	PUNCT
ajsts-3210	249	1	ai	ai	VERB
ajsts-3210	249	2	-	-	PUNCT
ajsts-3210	249	3	driven	drive	VERB
ajsts-3210	249	4	cost	cost	NOUN
ajsts-3210	249	5	optimization	optimization	NOUN
ajsts-3210	249	6	in	in	ADP
ajsts-3210	249	7	cloud	cloud	NOUN
ajsts-3210	249	8	migration	migration	NOUN
ajsts-3210	249	9	historical	historical	ADJ
ajsts-3210	249	10	usage	usage	NOUN
ajsts-3210	249	11	analysis	analysis	NOUN
ajsts-3210	249	12	objective	objective	ADJ
ajsts-3210	249	13	to	to	PART
ajsts-3210	249	14	establish	establish	VERB
ajsts-3210	249	15	an	an	DET
ajsts-3210	249	16	awareness	awareness	NOUN
ajsts-3210	249	17	of	of	ADP
ajsts-3210	249	18	the	the	DET
ajsts-3210	249	19	temporal	temporal	ADJ
ajsts-3210	249	20	patterns	pattern	NOUN
ajsts-3210	249	21	of	of	ADP
ajsts-3210	249	22	the	the	DET
ajsts-3210	249	23	organization	organization	NOUN
ajsts-3210	249	24	’s	’s	PART
ajsts-3210	249	25	utilization	utilization	NOUN
ajsts-3210	249	26	of	of	ADP
ajsts-3210	249	27	on	on	ADP
ajsts-3210	249	28	-	-	PUNCT
ajsts-3210	249	29	premises	premise	NOUN
ajsts-3210	249	30	resources	resource	NOUN
ajsts-3210	249	31	and	and	CCONJ
ajsts-3210	249	32	applications	application	NOUN
ajsts-3210	249	33	,	,	PUNCT
ajsts-3210	249	34	for	for	ADP
ajsts-3210	249	35	benchmarking	benchmarke	VERB
ajsts-3210	249	36	purposes	purpose	NOUN
ajsts-3210	249	37	.	.	PUNCT
ajsts-3210	250	1	ai	ai	VERB
ajsts-3210	250	2	integration	integration	NOUN
ajsts-3210	250	3	machine	machine	NOUN
ajsts-3210	250	4	learning	learning	NOUN
ajsts-3210	250	5	techniques	technique	NOUN
ajsts-3210	250	6	are	be	AUX
ajsts-3210	250	7	currently	currently	ADV
ajsts-3210	250	8	applied	apply	VERB
ajsts-3210	250	9	to	to	ADP
ajsts-3210	250	10	historical	historical	ADJ
ajsts-3210	250	11	data	datum	NOUN
ajsts-3210	250	12	sources	source	NOUN
ajsts-3210	250	13	concerning	concern	VERB
ajsts-3210	250	14	resource	resource	NOUN
ajsts-3210	250	15	usage	usage	NOUN
ajsts-3210	250	16	,	,	PUNCT
ajsts-3210	250	17	application	application	NOUN
ajsts-3210	250	18	behavior	behavior	NOUN
ajsts-3210	250	19	,	,	PUNCT
ajsts-3210	250	20	and	and	CCONJ
ajsts-3210	250	21	related	related	ADJ
ajsts-3210	250	22	costs	cost	NOUN
ajsts-3210	250	23	.	.	PUNCT
ajsts-3210	251	1	this	this	DET
ajsts-3210	251	2	historical	historical	ADJ
ajsts-3210	251	3	perspective	perspective	NOUN
ajsts-3210	251	4	assists	assist	VERB
ajsts-3210	251	5	to	to	PART
ajsts-3210	251	6	detect	detect	VERB
ajsts-3210	251	7	cyclical	cyclical	ADJ
ajsts-3210	251	8	patterns	pattern	NOUN
ajsts-3210	251	9	,	,	PUNCT
ajsts-3210	251	10	during	during	ADP
ajsts-3210	251	11	which	which	PRON
ajsts-3210	251	12	utilities	utility	NOUN
ajsts-3210	251	13	are	be	AUX
ajsts-3210	251	14	utilized	utilize	VERB
ajsts-3210	251	15	most	most	ADV
ajsts-3210	251	16	intensively	intensively	ADV
ajsts-3210	251	17	and	and	CCONJ
ajsts-3210	251	18	where	where	SCONJ
ajsts-3210	251	19	the	the	DET
ajsts-3210	251	20	distribution	distribution	NOUN
ajsts-3210	251	21	can	can	AUX
ajsts-3210	251	22	be	be	AUX
ajsts-3210	251	23	made	make	VERB
ajsts-3210	251	24	in	in	ADP
ajsts-3210	251	25	the	the	DET
ajsts-3210	251	26	most	most	ADV
ajsts-3210	251	27	effective	effective	ADJ
ajsts-3210	251	28	way	way	NOUN
ajsts-3210	251	29	.	.	PUNCT
ajsts-3210	252	1	predictive	predictive	ADJ
ajsts-3210	252	2	resource	resource	NOUN
ajsts-3210	252	3	needs	need	VERB
ajsts-3210	252	4	objective	objective	NOUN
ajsts-3210	252	5	the	the	DET
ajsts-3210	252	6	last	last	ADJ
ajsts-3210	252	7	step	step	NOUN
ajsts-3210	252	8	in	in	ADP
ajsts-3210	252	9	the	the	DET
ajsts-3210	252	10	cloud	cloud	NOUN
ajsts-3210	252	11	planning	planning	NOUN
ajsts-3210	252	12	process	process	NOUN
ajsts-3210	252	13	is	be	AUX
ajsts-3210	252	14	to	to	PART
ajsts-3210	252	15	consider	consider	VERB
ajsts-3210	252	16	future	future	ADJ
ajsts-3210	252	17	resource	resource	NOUN
ajsts-3210	252	18	needs	need	VERB
ajsts-3210	252	19	to	to	PART
ajsts-3210	252	20	ensure	ensure	VERB
ajsts-3210	252	21	the	the	DET
ajsts-3210	252	22	resources	resource	NOUN
ajsts-3210	252	23	in	in	ADP
ajsts-3210	252	24	the	the	DET
ajsts-3210	252	25	cloud	cloud	NOUN
ajsts-3210	252	26	correspond	correspond	VERB
ajsts-3210	252	27	to	to	ADP
ajsts-3210	252	28	the	the	DET
ajsts-3210	252	29	organization	organization	NOUN
ajsts-3210	252	30	’s	’s	PART
ajsts-3210	252	31	needs	need	NOUN
ajsts-3210	252	32	in	in	ADP
ajsts-3210	252	33	the	the	DET
ajsts-3210	252	34	future	future	NOUN
ajsts-3210	252	35	.	.	PUNCT
ajsts-3210	253	1	ai	ai	VERB
ajsts-3210	253	2	integration	integration	NOUN
ajsts-3210	253	3	this	this	PRON
ajsts-3210	253	4	is	be	AUX
ajsts-3210	253	5	the	the	DET
ajsts-3210	253	6	process	process	NOUN
ajsts-3210	253	7	which	which	PRON
ajsts-3210	253	8	is	be	AUX
ajsts-3210	253	9	performed	perform	VERB
ajsts-3210	253	10	by	by	ADP
ajsts-3210	253	11	machine	machine	NOUN
ajsts-3210	253	12	learning	learning	NOUN
ajsts-3210	253	13	models	model	NOUN
ajsts-3210	253	14	in	in	ADP
ajsts-3210	253	15	analyzing	analyze	VERB
ajsts-3210	253	16	historical	historical	ADJ
ajsts-3210	253	17	data	datum	NOUN
ajsts-3210	253	18	and	and	CCONJ
ajsts-3210	253	19	patterns	pattern	NOUN
ajsts-3210	253	20	to	to	PART
ajsts-3210	253	21	come	come	VERB
ajsts-3210	253	22	up	up	ADP
ajsts-3210	253	23	with	with	ADP
ajsts-3210	253	24	resource	resource	NOUN
ajsts-3210	253	25	requirements	requirement	NOUN
ajsts-3210	253	26	in	in	ADP
ajsts-3210	253	27	the	the	DET
ajsts-3210	253	28	future	future	NOUN
ajsts-3210	253	29	.	.	PUNCT
ajsts-3210	254	1	using	use	VERB
ajsts-3210	254	2	ai	ai	VERB
ajsts-3210	254	3	analysis	analysis	NOUN
ajsts-3210	254	4	on	on	ADP
ajsts-3210	254	5	the	the	DET
ajsts-3210	254	6	trends	trend	NOUN
ajsts-3210	254	7	of	of	ADP
ajsts-3210	254	8	resource	resource	NOUN
ajsts-3210	254	9	consumption	consumption	NOUN
ajsts-3210	254	10	patterns	pattern	NOUN
ajsts-3210	254	11	during	during	ADP
ajsts-3210	254	12	peak	peak	NOUN
ajsts-3210	254	13	use	use	NOUN
ajsts-3210	254	14	,	,	PUNCT
ajsts-3210	254	15	seasonality	seasonality	NOUN
ajsts-3210	254	16	,	,	PUNCT
ajsts-3210	254	17	projected	project	VERB
ajsts-3210	254	18	growth	growth	NOUN
ajsts-3210	254	19	and	and	CCONJ
ajsts-3210	254	20	expected	expect	VERB
ajsts-3210	254	21	variations	variation	NOUN
ajsts-3210	254	22	,	,	PUNCT
ajsts-3210	254	23	the	the	DET
ajsts-3210	254	24	forecasts	forecast	NOUN
ajsts-3210	254	25	required	require	VERB
ajsts-3210	254	26	resources	resource	NOUN
ajsts-3210	254	27	during	during	ADP
ajsts-3210	254	28	and	and	CCONJ
ajsts-3210	254	29	after	after	ADP
ajsts-3210	254	30	migration	migration	NOUN
ajsts-3210	254	31	are	be	AUX
ajsts-3210	254	32	effectively	effectively	ADV
ajsts-3210	254	33	predicted	predict	VERB
ajsts-3210	254	34	.	.	PUNCT
ajsts-3210	255	1	cost	cost	NOUN
ajsts-3210	255	2	-	-	PUNCT
ajsts-3210	255	3	effective	effective	ADJ
ajsts-3210	255	4	configuration	configuration	NOUN
ajsts-3210	255	5	recommendations	recommendation	NOUN
ajsts-3210	255	6	objective	objective	NOUN
ajsts-3210	255	7	suggest	suggest	VERB
ajsts-3210	255	8	the	the	DET
ajsts-3210	255	9	identified	identify	VERB
ajsts-3210	255	10	favorable	favorable	ADJ
ajsts-3210	255	11	states	state	NOUN
ajsts-3210	255	12	for	for	ADP
ajsts-3210	255	13	cloud	cloud	ADJ
ajsts-3210	255	14	resources	resource	NOUN
ajsts-3210	255	15	to	to	PART
ajsts-3210	255	16	maximize	maximize	VERB
ajsts-3210	255	17	resource	resource	NOUN
ajsts-3210	255	18	utility	utility	NOUN
ajsts-3210	255	19	and	and	CCONJ
ajsts-3210	255	20	minimize	minimize	VERB
ajsts-3210	255	21	costs	cost	NOUN
ajsts-3210	255	22	.	.	PUNCT
ajsts-3210	256	1	ai	ai	VERB
ajsts-3210	256	2	integration	integration	NOUN
ajsts-3210	256	3	ai	ai	VERB
ajsts-3210	256	4	algorithms	algorithm	NOUN
ajsts-3210	256	5	compare	compare	VERB
ajsts-3210	256	6	different	different	ADJ
ajsts-3210	256	7	possibilities	possibility	NOUN
ajsts-3210	256	8	which	which	PRON
ajsts-3210	256	9	are	be	AUX
ajsts-3210	256	10	available	available	ADJ
ajsts-3210	256	11	within	within	ADP
ajsts-3210	256	12	the	the	DET
ajsts-3210	256	13	cloud	cloud	NOUN
ajsts-3210	256	14	infrastructure	infrastructure	NOUN
ajsts-3210	256	15	considering	consider	VERB
ajsts-3210	256	16	factors	factor	NOUN
ajsts-3210	256	17	like	like	ADP
ajsts-3210	256	18	instance	instance	NOUN
ajsts-3210	256	19	types	type	NOUN
ajsts-3210	256	20	,	,	PUNCT
ajsts-3210	256	21	possible	possible	ADJ
ajsts-3210	256	22	storage	storage	NOUN
ajsts-3210	256	23	types	type	NOUN
ajsts-3210	256	24	,	,	PUNCT
ajsts-3210	256	25	and	and	CCONJ
ajsts-3210	256	26	networking	network	VERB
ajsts-3210	256	27	options	option	NOUN
ajsts-3210	256	28	.	.	PUNCT
ajsts-3210	257	1	the	the	DET
ajsts-3210	257	2	system	system	NOUN
ajsts-3210	257	3	come	come	VERB
ajsts-3210	257	4	up	up	ADP
ajsts-3210	257	5	with	with	ADP
ajsts-3210	257	6	suggest	suggest	NOUN
ajsts-3210	257	7	of	of	ADP
ajsts-3210	257	8	ideal	ideal	ADJ
ajsts-3210	257	9	configurations	configuration	NOUN
ajsts-3210	257	10	given	give	VERB
ajsts-3210	257	11	the	the	DET
ajsts-3210	257	12	organization	organization	NOUN
ajsts-3210	257	13	performance	performance	NOUN
ajsts-3210	257	14	goals	goal	NOUN
ajsts-3210	257	15	in	in	ADP
ajsts-3210	257	16	relation	relation	NOUN
ajsts-3210	257	17	to	to	PART
ajsts-3210	257	18	cost	cost	VERB
ajsts-3210	257	19	.	.	PUNCT
ajsts-3210	258	1	pa	pa	PROPN
ajsts-3210	258	2	ge	ge	PROPN
ajsts-3210	258	3	22	22	NUM
ajsts-3210	258	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	258	5	am	be	AUX
ajsts-3210	258	6	.	.	PUNCT
ajsts-3210	259	1	j.	j.	PROPN
ajsts-3210	259	2	smart	smart	PROPN
ajsts-3210	259	3	.	.	PUNCT
ajsts-3210	260	1	technol	technol	PROPN
ajsts-3210	260	2	.	.	PUNCT
ajsts-3210	260	3	solutions	solution	NOUN
ajsts-3210	260	4	3(2	3(2	NUM
ajsts-3210	260	5	)	)	PUNCT
ajsts-3210	260	6	13	13	NUM
ajsts-3210	260	7	-	-	SYM
ajsts-3210	260	8	24	24	NUM
ajsts-3210	260	9	,	,	PUNCT
ajsts-3210	260	10	2024	2024	NUM
ajsts-3210	260	11	real	real	ADJ
ajsts-3210	260	12	-	-	PUNCT
ajsts-3210	260	13	time	time	NOUN
ajsts-3210	260	14	cost	cost	NOUN
ajsts-3210	260	15	monitoring	monitoring	NOUN
ajsts-3210	260	16	objective	objective	ADJ
ajsts-3210	260	17	another	another	DET
ajsts-3210	260	18	measure	measure	NOUN
ajsts-3210	260	19	for	for	ADP
ajsts-3210	260	20	proper	proper	ADJ
ajsts-3210	260	21	cloud	cloud	ADJ
ajsts-3210	260	22	usage	usage	NOUN
ajsts-3210	260	23	is	be	AUX
ajsts-3210	260	24	the	the	DET
ajsts-3210	260	25	constant	constant	ADJ
ajsts-3210	260	26	tracking	tracking	NOUN
ajsts-3210	260	27	of	of	ADP
ajsts-3210	260	28	costs	cost	NOUN
ajsts-3210	260	29	in	in	ADP
ajsts-3210	260	30	order	order	NOUN
ajsts-3210	260	31	to	to	PART
ajsts-3210	260	32	identify	identify	VERB
ajsts-3210	260	33	any	any	DET
ajsts-3210	260	34	discrepancies	discrepancy	NOUN
ajsts-3210	260	35	and	and	CCONJ
ajsts-3210	260	36	make	make	VERB
ajsts-3210	260	37	modifications	modification	NOUN
ajsts-3210	260	38	immediately	immediately	ADV
ajsts-3210	260	39	.	.	PUNCT
ajsts-3210	261	1	ai	ai	VERB
ajsts-3210	261	2	integration	integration	NOUN
ajsts-3210	261	3	a	a	DET
ajsts-3210	261	4	continuous	continuous	ADJ
ajsts-3210	261	5	monitoring	monitoring	NOUN
ajsts-3210	261	6	system	system	NOUN
ajsts-3210	261	7	facilitated	facilitate	VERB
ajsts-3210	261	8	by	by	ADP
ajsts-3210	261	9	ai	ai	PROPN
ajsts-3210	261	10	processes	process	NOUN
ajsts-3210	261	11	information	information	NOUN
ajsts-3210	261	12	regarding	regard	VERB
ajsts-3210	261	13	cloud	cloud	NOUN
ajsts-3210	261	14	utility	utility	NOUN
ajsts-3210	261	15	and	and	CCONJ
ajsts-3210	261	16	related	related	ADJ
ajsts-3210	261	17	expenses	expense	NOUN
ajsts-3210	261	18	in	in	ADP
ajsts-3210	261	19	real	real	ADJ
ajsts-3210	261	20	-	-	PUNCT
ajsts-3210	261	21	time	time	NOUN
ajsts-3210	261	22	.	.	PUNCT
ajsts-3210	262	1	the	the	DET
ajsts-3210	262	2	system	system	NOUN
ajsts-3210	262	3	is	be	AUX
ajsts-3210	262	4	useful	useful	ADJ
ajsts-3210	262	5	in	in	ADP
ajsts-3210	262	6	warning	warn	VERB
ajsts-3210	262	7	at	at	ADP
ajsts-3210	262	8	least	least	ADJ
ajsts-3210	262	9	the	the	DET
ajsts-3210	262	10	stakeholders	stakeholder	NOUN
ajsts-3210	262	11	in	in	ADP
ajsts-3210	262	12	case	case	NOUN
ajsts-3210	262	13	there	there	PRON
ajsts-3210	262	14	are	be	VERB
ajsts-3210	262	15	unwarranted	unwarranted	ADJ
ajsts-3210	262	16	hikes	hike	NOUN
ajsts-3210	262	17	in	in	ADP
ajsts-3210	262	18	resource	resource	NOUN
ajsts-3210	262	19	costs	cost	NOUN
ajsts-3210	262	20	or	or	CCONJ
ajsts-3210	262	21	if	if	SCONJ
ajsts-3210	262	22	the	the	DET
ajsts-3210	262	23	actual	actual	ADJ
ajsts-3210	262	24	resource	resource	NOUN
ajsts-3210	262	25	usage	usage	NOUN
ajsts-3210	262	26	trends	trend	NOUN
ajsts-3210	262	27	are	be	AUX
ajsts-3210	262	28	outside	outside	ADP
ajsts-3210	262	29	expectations	expectation	NOUN
ajsts-3210	262	30	.	.	PUNCT
ajsts-3210	263	1	budget	budget	NOUN
ajsts-3210	263	2	allocation	allocation	NOUN
ajsts-3210	263	3	optimization	optimization	NOUN
ajsts-3210	263	4	objective	objective	NOUN
ajsts-3210	263	5	make	make	VERB
ajsts-3210	263	6	sure	sure	ADJ
ajsts-3210	263	7	that	that	SCONJ
ajsts-3210	263	8	the	the	DET
ajsts-3210	263	9	enterprise	enterprise	NOUN
ajsts-3210	263	10	spends	spend	VERB
ajsts-3210	263	11	the	the	DET
ajsts-3210	263	12	budget	budget	NOUN
ajsts-3210	263	13	funds	fund	NOUN
ajsts-3210	263	14	wisely	wisely	ADV
ajsts-3210	263	15	towards	towards	ADP
ajsts-3210	263	16	various	various	ADJ
ajsts-3210	263	17	aspects	aspect	NOUN
ajsts-3210	263	18	of	of	ADP
ajsts-3210	263	19	the	the	DET
ajsts-3210	263	20	migration	migration	NOUN
ajsts-3210	263	21	to	to	PART
ajsts-3210	263	22	avoid	avoid	VERB
ajsts-3210	263	23	specific	specific	ADJ
ajsts-3210	263	24	costs	cost	NOUN
ajsts-3210	263	25	that	that	PRON
ajsts-3210	263	26	may	may	AUX
ajsts-3210	263	27	exceed	exceed	VERB
ajsts-3210	263	28	the	the	DET
ajsts-3210	263	29	budget	budget	NOUN
ajsts-3210	263	30	.	.	PUNCT
ajsts-3210	264	1	ai	ai	VERB
ajsts-3210	264	2	integration	integration	NOUN
ajsts-3210	264	3	the	the	DET
ajsts-3210	264	4	ai	ai	ADJ
ajsts-3210	264	5	algorithms	algorithm	NOUN
ajsts-3210	264	6	help	help	VERB
ajsts-3210	264	7	in	in	ADP
ajsts-3210	264	8	providing	provide	VERB
ajsts-3210	264	9	suitable	suitable	ADJ
ajsts-3210	264	10	recommendations	recommendation	NOUN
ajsts-3210	264	11	for	for	ADP
ajsts-3210	264	12	the	the	DET
ajsts-3210	264	13	distribution	distribution	NOUN
ajsts-3210	264	14	of	of	ADP
ajsts-3210	264	15	the	the	DET
ajsts-3210	264	16	budget	budget	NOUN
ajsts-3210	264	17	resources	resource	NOUN
ajsts-3210	264	18	because	because	SCONJ
ajsts-3210	264	19	of	of	ADP
ajsts-3210	264	20	the	the	DET
ajsts-3210	264	21	known	know	VERB
ajsts-3210	264	22	cost	cost	NOUN
ajsts-3210	264	23	impact	impact	NOUN
ajsts-3210	264	24	of	of	ADP
ajsts-3210	264	25	the	the	DET
ajsts-3210	264	26	migration	migration	NOUN
ajsts-3210	264	27	activities	activity	NOUN
ajsts-3210	264	28	.	.	PUNCT
ajsts-3210	265	1	these	these	PRON
ajsts-3210	265	2	are	be	AUX
ajsts-3210	265	3	data	data	NOUN
ajsts-3210	265	4	transfer	transfer	NOUN
ajsts-3210	265	5	costs	cost	NOUN
ajsts-3210	265	6	,	,	PUNCT
ajsts-3210	265	7	data	datum	NOUN
ajsts-3210	265	8	storage	storage	NOUN
ajsts-3210	265	9	,	,	PUNCT
ajsts-3210	265	10	instance	instance	NOUN
ajsts-3210	265	11	costs	cost	NOUN
ajsts-3210	265	12	,	,	PUNCT
ajsts-3210	265	13	and	and	CCONJ
ajsts-3210	265	14	any	any	DET
ajsts-3210	265	15	other	other	ADJ
ajsts-3210	265	16	costs	cost	NOUN
ajsts-3210	265	17	related	relate	VERB
ajsts-3210	265	18	to	to	ADP
ajsts-3210	265	19	a	a	DET
ajsts-3210	265	20	certain	certain	ADJ
ajsts-3210	265	21	component	component	NOUN
ajsts-3210	265	22	of	of	ADP
ajsts-3210	265	23	the	the	DET
ajsts-3210	265	24	big	big	ADJ
ajsts-3210	265	25	data	datum	NOUN
ajsts-3210	265	26	solution	solution	NOUN
ajsts-3210	265	27	;	;	PUNCT
ajsts-3210	265	28	to	to	PART
ajsts-3210	265	29	guarantee	guarantee	VERB
ajsts-3210	265	30	that	that	SCONJ
ajsts-3210	265	31	these	these	DET
ajsts-3210	265	32	expenses	expense	NOUN
ajsts-3210	265	33	do	do	AUX
ajsts-3210	265	34	not	not	PART
ajsts-3210	265	35	exceed	exceed	VERB
ajsts-3210	265	36	the	the	DET
ajsts-3210	265	37	allocated	allocate	VERB
ajsts-3210	265	38	budget	budget	NOUN
ajsts-3210	265	39	.	.	PUNCT
ajsts-3210	266	1	cost	cost	NOUN
ajsts-3210	266	2	-	-	PUNCT
ajsts-3210	266	3	benefit	benefit	NOUN
ajsts-3210	266	4	analysis	analysis	NOUN
ajsts-3210	266	5	objective	objective	NOUN
ajsts-3210	266	6	prepare	prepare	VERB
ajsts-3210	266	7	a	a	DET
ajsts-3210	266	8	comprehensive	comprehensive	ADJ
ajsts-3210	266	9	cost	cost	NOUN
ajsts-3210	266	10	plan	plan	NOUN
ajsts-3210	266	11	and	and	CCONJ
ajsts-3210	266	12	benefit	benefit	VERB
ajsts-3210	266	13	calculation	calculation	NOUN
ajsts-3210	266	14	to	to	PART
ajsts-3210	266	15	determine	determine	VERB
ajsts-3210	266	16	the	the	DET
ajsts-3210	266	17	roi	roi	NOUN
ajsts-3210	266	18	in	in	ADP
ajsts-3210	266	19	the	the	DET
ajsts-3210	266	20	migration	migration	NOUN
ajsts-3210	266	21	project	project	NOUN
ajsts-3210	266	22	.	.	PUNCT
ajsts-3210	267	1	ai	ai	VERB
ajsts-3210	267	2	integration	integration	NOUN
ajsts-3210	267	3	having	having	AUX
ajsts-3210	267	4	adopted	adopt	VERB
ajsts-3210	267	5	ai	ai	VERB
ajsts-3210	267	6	to	to	PART
ajsts-3210	267	7	generate	generate	VERB
ajsts-3210	267	8	reports	report	NOUN
ajsts-3210	267	9	,	,	PUNCT
ajsts-3210	267	10	an	an	DET
ajsts-3210	267	11	analysis	analysis	NOUN
ajsts-3210	267	12	of	of	ADP
ajsts-3210	267	13	the	the	DET
ajsts-3210	267	14	costs	cost	NOUN
ajsts-3210	267	15	of	of	ADP
ajsts-3210	267	16	migration	migration	NOUN
ajsts-3210	267	17	and	and	CCONJ
ajsts-3210	267	18	the	the	DET
ajsts-3210	267	19	benefits	benefit	NOUN
ajsts-3210	267	20	expected	expect	VERB
ajsts-3210	267	21	is	be	AUX
ajsts-3210	267	22	made	make	VERB
ajsts-3210	267	23	.	.	PUNCT
ajsts-3210	268	1	such	such	ADJ
ajsts-3210	268	2	include	include	VERB
ajsts-3210	268	3	performance	performance	NOUN
ajsts-3210	268	4	,	,	PUNCT
ajsts-3210	268	5	capacity	capacity	NOUN
ajsts-3210	268	6	,	,	PUNCT
ajsts-3210	268	7	and	and	CCONJ
ajsts-3210	268	8	functionality	functionality	NOUN
ajsts-3210	268	9	upgrades	upgrade	NOUN
ajsts-3210	268	10	as	as	ADV
ajsts-3210	268	11	well	well	ADV
ajsts-3210	268	12	as	as	ADP
ajsts-3210	268	13	simplified	simplified	ADJ
ajsts-3210	268	14	working	working	NOUN
ajsts-3210	268	15	or	or	CCONJ
ajsts-3210	268	16	day	day	NOUN
ajsts-3210	268	17	-	-	PUNCT
ajsts-3210	268	18	today	today	NOUN
ajsts-3210	268	19	operations	operation	NOUN
ajsts-3210	268	20	.	.	PUNCT
ajsts-3210	269	1	it	it	PRON
ajsts-3210	269	2	helps	help	VERB
ajsts-3210	269	3	the	the	DET
ajsts-3210	269	4	decision	decision	NOUN
ajsts-3210	269	5	-	-	PUNCT
ajsts-3210	269	6	makers	maker	NOUN
ajsts-3210	269	7	to	to	PART
ajsts-3210	269	8	identify	identify	VERB
ajsts-3210	269	9	the	the	DET
ajsts-3210	269	10	extent	extent	NOUN
ajsts-3210	269	11	of	of	ADP
ajsts-3210	269	12	the	the	DET
ajsts-3210	269	13	success	success	NOUN
ajsts-3210	269	14	of	of	ADP
ajsts-3210	269	15	the	the	DET
ajsts-3210	269	16	migration	migration	NOUN
ajsts-3210	269	17	in	in	ADP
ajsts-3210	269	18	respect	respect	NOUN
ajsts-3210	269	19	of	of	ADP
ajsts-3210	269	20	the	the	DET
ajsts-3210	269	21	cost	cost	NOUN
ajsts-3210	269	22	factors	factor	NOUN
ajsts-3210	269	23	.	.	PUNCT
ajsts-3210	270	1	adaptive	adaptive	ADJ
ajsts-3210	270	2	cost	cost	NOUN
ajsts-3210	270	3	optimization	optimization	NOUN
ajsts-3210	270	4	strategies	strategy	NOUN
ajsts-3210	270	5	objective	objective	ADJ
ajsts-3210	270	6	adopt	adopt	NOUN
ajsts-3210	270	7	solution	solution	NOUN
ajsts-3210	270	8	approaches	approach	NOUN
ajsts-3210	270	9	that	that	PRON
ajsts-3210	270	10	adapt	adapt	VERB
ajsts-3210	270	11	to	to	ADP
ajsts-3210	270	12	resource	resource	NOUN
ajsts-3210	270	13	demand	demand	NOUN
ajsts-3210	270	14	and	and	CCONJ
ajsts-3210	270	15	configuration	configuration	NOUN
ajsts-3210	270	16	changes	change	NOUN
ajsts-3210	270	17	over	over	ADP
ajsts-3210	270	18	time	time	NOUN
ajsts-3210	270	19	in	in	ADP
ajsts-3210	270	20	a	a	DET
ajsts-3210	270	21	system	system	NOUN
ajsts-3210	270	22	.	.	PUNCT
ajsts-3210	271	1	ai	ai	AUX
ajsts-3210	271	2	integration	integration	NOUN
ajsts-3210	271	3	most	most	ADJ
ajsts-3210	271	4	ai	ai	PROPN
ajsts-3210	271	5	systems	system	NOUN
ajsts-3210	271	6	are	be	AUX
ajsts-3210	271	7	adaptive	adaptive	ADJ
ajsts-3210	271	8	in	in	ADP
ajsts-3210	271	9	nature	nature	NOUN
ajsts-3210	271	10	and	and	CCONJ
ajsts-3210	271	11	always	always	ADV
ajsts-3210	271	12	learn	learn	VERB
ajsts-3210	271	13	from	from	ADP
ajsts-3210	271	14	the	the	DET
ajsts-3210	271	15	patterns	pattern	NOUN
ajsts-3210	271	16	of	of	ADP
ajsts-3210	271	17	everyday	everyday	ADJ
ajsts-3210	271	18	usage	usage	NOUN
ajsts-3210	271	19	;	;	PUNCT
ajsts-3210	271	20	the	the	DET
ajsts-3210	271	21	optimization	optimization	NOUN
ajsts-3210	271	22	strategies	strategy	NOUN
ajsts-3210	271	23	change	change	VERB
ajsts-3210	271	24	all	all	DET
ajsts-3210	271	25	the	the	DET
ajsts-3210	271	26	time	time	NOUN
ajsts-3210	271	27	.	.	PUNCT
ajsts-3210	272	1	thus	thus	ADV
ajsts-3210	272	2	,	,	PUNCT
ajsts-3210	272	3	this	this	DET
ajsts-3210	272	4	capacity	capacity	NOUN
ajsts-3210	272	5	ensures	ensure	VERB
ajsts-3210	272	6	that	that	SCONJ
ajsts-3210	272	7	the	the	DET
ajsts-3210	272	8	organization	organization	NOUN
ajsts-3210	272	9	can	can	AUX
ajsts-3210	272	10	work	work	VERB
ajsts-3210	272	11	in	in	ADP
ajsts-3210	272	12	an	an	DET
ajsts-3210	272	13	efficient	efficient	ADJ
ajsts-3210	272	14	manner	manner	NOUN
ajsts-3210	272	15	regarding	regard	VERB
ajsts-3210	272	16	workloads	workload	NOUN
ajsts-3210	272	17	that	that	PRON
ajsts-3210	272	18	may	may	AUX
ajsts-3210	272	19	be	be	AUX
ajsts-3210	272	20	dynamic	dynamic	ADJ
ajsts-3210	272	21	or	or	CCONJ
ajsts-3210	272	22	new	new	ADJ
ajsts-3210	272	23	applications	application	NOUN
ajsts-3210	272	24	or	or	CCONJ
ajsts-3210	272	25	changes	change	NOUN
ajsts-3210	272	26	in	in	ADP
ajsts-3210	272	27	the	the	DET
ajsts-3210	272	28	business	business	NOUN
ajsts-3210	272	29	environment	environment	NOUN
ajsts-3210	272	30	.	.	PUNCT
ajsts-3210	273	1	reducing	reduce	VERB
ajsts-3210	273	2	the	the	DET
ajsts-3210	273	3	cost	cost	NOUN
ajsts-3210	273	4	of	of	ADP
ajsts-3210	273	5	migration	migration	NOUN
ajsts-3210	273	6	to	to	ADP
ajsts-3210	273	7	the	the	DET
ajsts-3210	273	8	cloud	cloud	NOUN
ajsts-3210	273	9	help	help	NOUN
ajsts-3210	273	10	to	to	PART
ajsts-3210	273	11	optimize	optimize	VERB
ajsts-3210	273	12	the	the	DET
ajsts-3210	273	13	use	use	NOUN
ajsts-3210	273	14	of	of	ADP
ajsts-3210	273	15	resources	resource	NOUN
ajsts-3210	273	16	through	through	ADP
ajsts-3210	273	17	analysis	analysis	NOUN
ajsts-3210	273	18	of	of	ADP
ajsts-3210	273	19	past	past	ADJ
ajsts-3210	273	20	data	datum	NOUN
ajsts-3210	273	21	,	,	PUNCT
ajsts-3210	273	22	statistical	statistical	ADJ
ajsts-3210	273	23	modelling	modelling	NOUN
ajsts-3210	273	24	,	,	PUNCT
ajsts-3210	273	25	and	and	CCONJ
ajsts-3210	273	26	monitoring	monitoring	NOUN
ajsts-3210	273	27	of	of	ADP
ajsts-3210	273	28	migration	migration	NOUN
ajsts-3210	273	29	processes	process	NOUN
ajsts-3210	273	30	to	to	PART
ajsts-3210	273	31	ensure	ensure	VERB
ajsts-3210	273	32	that	that	SCONJ
ajsts-3210	273	33	resources	resource	NOUN
ajsts-3210	273	34	are	be	AUX
ajsts-3210	273	35	utilized	utilize	VERB
ajsts-3210	273	36	effectively	effectively	ADV
ajsts-3210	273	37	,	,	PUNCT
ajsts-3210	273	38	and	and	CCONJ
ajsts-3210	273	39	that	that	DET
ajsts-3210	273	40	cost	cost	NOUN
ajsts-3210	273	41	does	do	AUX
ajsts-3210	273	42	not	not	PART
ajsts-3210	273	43	accumulate	accumulate	VERB
ajsts-3210	273	44	beyond	beyond	ADP
ajsts-3210	273	45	a	a	DET
ajsts-3210	273	46	certain	certain	ADJ
ajsts-3210	273	47	limit	limit	NOUN
ajsts-3210	273	48	.	.	PUNCT
ajsts-3210	274	1	discussion	discussion	NOUN
ajsts-3210	274	2	the	the	DET
ajsts-3210	274	3	paper	paper	NOUN
ajsts-3210	274	4	entitled	entitle	VERB
ajsts-3210	274	5	“	"	PUNCT
ajsts-3210	274	6	artificial	artificial	ADJ
ajsts-3210	274	7	intelligence	intelligence	NOUN
ajsts-3210	274	8	-	-	PUNCT
ajsts-3210	274	9	based	base	VERB
ajsts-3210	274	10	cloud	cloud	NOUN
ajsts-3210	274	11	planning	planning	NOUN
ajsts-3210	274	12	and	and	CCONJ
ajsts-3210	274	13	migration	migration	NOUN
ajsts-3210	274	14	to	to	PART
ajsts-3210	274	15	cut	cut	VERB
ajsts-3210	274	16	the	the	DET
ajsts-3210	274	17	cost	cost	NOUN
ajsts-3210	274	18	of	of	ADP
ajsts-3210	274	19	cloud	cloud	NOUN
ajsts-3210	274	20	”	"	PUNCT
ajsts-3210	274	21	offers	offer	VERB
ajsts-3210	274	22	a	a	DET
ajsts-3210	274	23	detailed	detailed	ADJ
ajsts-3210	274	24	discussion	discussion	NOUN
ajsts-3210	274	25	of	of	ADP
ajsts-3210	274	26	cloud	cloud	NOUN
ajsts-3210	274	27	planning	planning	NOUN
ajsts-3210	274	28	and	and	CCONJ
ajsts-3210	274	29	migration	migration	NOUN
ajsts-3210	274	30	with	with	ADP
ajsts-3210	274	31	the	the	DET
ajsts-3210	274	32	help	help	NOUN
ajsts-3210	274	33	of	of	ADP
ajsts-3210	274	34	artificial	artificial	ADJ
ajsts-3210	274	35	intelligence	intelligence	NOUN
ajsts-3210	274	36	to	to	PART
ajsts-3210	274	37	realize	realize	VERB
ajsts-3210	274	38	the	the	DET
ajsts-3210	274	39	cost	cost	NOUN
ajsts-3210	274	40	-	-	PUNCT
ajsts-3210	274	41	reducing	reduce	VERB
ajsts-3210	274	42	and	and	CCONJ
ajsts-3210	274	43	time	time	NOUN
ajsts-3210	274	44	-	-	PUNCT
ajsts-3210	274	45	saving	save	VERB
ajsts-3210	274	46	effects	effect	NOUN
ajsts-3210	274	47	of	of	ADP
ajsts-3210	274	48	cloud	cloud	NOUN
ajsts-3210	274	49	service	service	NOUN
ajsts-3210	274	50	.	.	PUNCT
ajsts-3210	275	1	this	this	DET
ajsts-3210	275	2	paper	paper	NOUN
ajsts-3210	275	3	adds	add	VERB
ajsts-3210	275	4	to	to	ADP
ajsts-3210	275	5	the	the	DET
ajsts-3210	275	6	existing	exist	VERB
ajsts-3210	275	7	literature	literature	NOUN
ajsts-3210	275	8	by	by	ADP
ajsts-3210	275	9	discussing	discuss	VERB
ajsts-3210	275	10	the	the	DET
ajsts-3210	275	11	concrete	concrete	ADJ
ajsts-3210	275	12	types	type	NOUN
ajsts-3210	275	13	of	of	ADP
ajsts-3210	275	14	ai	ai	PROPN
ajsts-3210	275	15	technologies	technology	NOUN
ajsts-3210	275	16	and	and	CCONJ
ajsts-3210	275	17	algorithms	algorithm	NOUN
ajsts-3210	275	18	that	that	PRON
ajsts-3210	275	19	can	can	AUX
ajsts-3210	275	20	be	be	AUX
ajsts-3210	275	21	used	use	VERB
ajsts-3210	275	22	to	to	PART
ajsts-3210	275	23	address	address	VERB
ajsts-3210	275	24	different	different	ADJ
ajsts-3210	275	25	aspects	aspect	NOUN
ajsts-3210	275	26	of	of	ADP
ajsts-3210	275	27	cloud	cloud	NOUN
ajsts-3210	275	28	migration	migration	NOUN
ajsts-3210	275	29	directly	directly	ADV
ajsts-3210	275	30	.	.	PUNCT
ajsts-3210	276	1	in	in	ADP
ajsts-3210	276	2	comparison	comparison	NOUN
ajsts-3210	276	3	to	to	ADP
ajsts-3210	276	4	other	other	ADJ
ajsts-3210	276	5	research	research	NOUN
ajsts-3210	276	6	like	like	ADP
ajsts-3210	276	7	the	the	DET
ajsts-3210	276	8	one	one	NOUN
ajsts-3210	276	9	made	make	VERB
ajsts-3210	276	10	by	by	ADP
ajsts-3210	276	11	(	(	PUNCT
ajsts-3210	276	12	houssein	houssein	VERB
ajsts-3210	276	13	et	et	PROPN
ajsts-3210	276	14	al	al	PROPN
ajsts-3210	276	15	.	.	PROPN
ajsts-3210	276	16	,	,	PUNCT
ajsts-3210	276	17	2021	2021	NUM
ajsts-3210	276	18	)	)	PUNCT
ajsts-3210	276	19	,	,	PUNCT
ajsts-3210	276	20	this	this	DET
ajsts-3210	276	21	paper	paper	NOUN
ajsts-3210	276	22	extends	extend	VERB
ajsts-3210	276	23	prior	prior	ADJ
ajsts-3210	276	24	discussion	discussion	NOUN
ajsts-3210	276	25	on	on	ADP
ajsts-3210	276	26	the	the	DET
ajsts-3210	276	27	dynamic	dynamic	ADJ
ajsts-3210	276	28	allocation	allocation	NOUN
ajsts-3210	276	29	of	of	ADP
ajsts-3210	276	30	resource	resource	NOUN
ajsts-3210	276	31	using	use	VERB
ajsts-3210	276	32	ai	ai	VERB
ajsts-3210	276	33	by	by	ADP
ajsts-3210	276	34	identifying	identify	VERB
ajsts-3210	276	35	the	the	DET
ajsts-3210	276	36	precise	precise	ADJ
ajsts-3210	276	37	ai	ai	VERB
ajsts-3210	276	38	determination	determination	NOUN
ajsts-3210	276	39	tree	tree	NOUN
ajsts-3210	276	40	,	,	PUNCT
ajsts-3210	276	41	neural	neural	ADJ
ajsts-3210	276	42	network	network	NOUN
ajsts-3210	276	43	,	,	PUNCT
ajsts-3210	276	44	and	and	CCONJ
ajsts-3210	276	45	cluster	cluster	NOUN
ajsts-3210	276	46	algorithms	algorithm	NOUN
ajsts-3210	276	47	to	to	PART
ajsts-3210	276	48	improve	improve	VERB
ajsts-3210	276	49	the	the	DET
ajsts-3210	276	50	cloud	cloud	NOUN
ajsts-3210	276	51	migrating	migrating	NOUN
ajsts-3210	276	52	effort	effort	NOUN
ajsts-3210	276	53	.	.	PUNCT
ajsts-3210	277	1	this	this	PRON
ajsts-3210	277	2	provides	provide	VERB
ajsts-3210	277	3	a	a	DET
ajsts-3210	277	4	level	level	NOUN
ajsts-3210	277	5	of	of	ADP
ajsts-3210	277	6	detail	detail	NOUN
ajsts-3210	277	7	that	that	PRON
ajsts-3210	277	8	is	be	AUX
ajsts-3210	277	9	not	not	PART
ajsts-3210	277	10	common	common	ADJ
ajsts-3210	277	11	in	in	ADP
ajsts-3210	277	12	general	general	ADJ
ajsts-3210	277	13	discussions	discussion	NOUN
ajsts-3210	277	14	on	on	ADP
ajsts-3210	277	15	cloud	cloud	NOUN
ajsts-3210	277	16	migration	migration	NOUN
ajsts-3210	277	17	frameworks	framework	NOUN
ajsts-3210	277	18	as	as	SCONJ
ajsts-3210	277	19	espoused	espouse	VERB
ajsts-3210	277	20	in	in	ADP
ajsts-3210	277	21	the	the	DET
ajsts-3210	277	22	literature	literature	NOUN
ajsts-3210	277	23	by	by	ADP
ajsts-3210	277	24	authors	author	NOUN
ajsts-3210	277	25	such	such	ADJ
ajsts-3210	277	26	as	as	ADP
ajsts-3210	277	27	(	(	PUNCT
ajsts-3210	277	28	thanka	thanka	PROPN
ajsts-3210	277	29	et	et	PROPN
ajsts-3210	277	30	al	al	PROPN
ajsts-3210	277	31	.	.	PROPN
ajsts-3210	277	32	,	,	PUNCT
ajsts-3210	277	33	2029	2029	NUM
ajsts-3210	277	34	)	)	PUNCT
ajsts-3210	277	35	.	.	PUNCT
ajsts-3210	278	1	furthermore	furthermore	ADV
ajsts-3210	278	2	,	,	PUNCT
ajsts-3210	278	3	as	as	SCONJ
ajsts-3210	278	4	suggested	suggest	VERB
ajsts-3210	278	5	by	by	ADP
ajsts-3210	278	6	the	the	DET
ajsts-3210	278	7	findings	finding	NOUN
ajsts-3210	278	8	of	of	ADP
ajsts-3210	278	9	(	(	PUNCT
ajsts-3210	278	10	vähäkainu	vähäkainu	PROPN
ajsts-3210	278	11	et	et	PROPN
ajsts-3210	278	12	al	al	PROPN
ajsts-3210	278	13	.	.	PROPN
ajsts-3210	278	14	,	,	PUNCT
ajsts-3210	278	15	2022	2022	NUM
ajsts-3210	278	16	)	)	PUNCT
ajsts-3210	278	17	,	,	PUNCT
ajsts-3210	278	18	most	most	ADJ
ajsts-3210	278	19	research	research	NOUN
ajsts-3210	278	20	focuses	focus	VERB
ajsts-3210	278	21	on	on	ADP
ajsts-3210	278	22	cost	cost	NOUN
ajsts-3210	278	23	advantages	advantage	NOUN
ajsts-3210	278	24	of	of	ADP
ajsts-3210	278	25	ai	ai	VERB
ajsts-3210	278	26	in	in	ADP
ajsts-3210	278	27	cloud	cloud	NOUN
ajsts-3210	278	28	migration	migration	NOUN
ajsts-3210	278	29	whereas	whereas	SCONJ
ajsts-3210	278	30	the	the	DET
ajsts-3210	278	31	above	above	ADV
ajsts-3210	278	32	-	-	PUNCT
ajsts-3210	278	33	mentioned	mention	VERB
ajsts-3210	278	34	document	document	NOUN
ajsts-3210	278	35	presents	present	VERB
ajsts-3210	278	36	a	a	DET
ajsts-3210	278	37	holistic	holistic	ADJ
ajsts-3210	278	38	view	view	NOUN
ajsts-3210	278	39	as	as	SCONJ
ajsts-3210	278	40	it	it	PRON
ajsts-3210	278	41	also	also	ADV
ajsts-3210	278	42	discusses	discuss	VERB
ajsts-3210	278	43	scalability	scalability	NOUN
ajsts-3210	278	44	and	and	CCONJ
ajsts-3210	278	45	security	security	NOUN
ajsts-3210	278	46	aspects	aspect	NOUN
ajsts-3210	278	47	.	.	PUNCT
ajsts-3210	279	1	it	it	PRON
ajsts-3210	279	2	connects	connect	VERB
ajsts-3210	279	3	the	the	DET
ajsts-3210	279	4	academia	academia	NOUN
ajsts-3210	279	5	discourse	discourse	NOUN
ajsts-3210	279	6	with	with	ADP
ajsts-3210	279	7	the	the	DET
ajsts-3210	279	8	practitioner	practitioner	NOUN
ajsts-3210	279	9	’s	’s	PART
ajsts-3210	279	10	perspective	perspective	NOUN
ajsts-3210	279	11	,	,	PUNCT
ajsts-3210	279	12	accompanied	accompany	VERB
ajsts-3210	279	13	by	by	ADP
ajsts-3210	279	14	pseudocode	pseudocode	NOUN
ajsts-3210	279	15	and	and	CCONJ
ajsts-3210	279	16	a	a	DET
ajsts-3210	279	17	concrete	concrete	ADJ
ajsts-3210	279	18	systematic	systematic	ADJ
ajsts-3210	279	19	approach	approach	NOUN
ajsts-3210	279	20	on	on	ADP
ajsts-3210	279	21	how	how	SCONJ
ajsts-3210	279	22	to	to	PART
ajsts-3210	279	23	apply	apply	VERB
ajsts-3210	279	24	these	these	DET
ajsts-3210	279	25	ai	ai	NOUN
ajsts-3210	279	26	-	-	PUNCT
ajsts-3210	279	27	tools	tool	NOUN
ajsts-3210	279	28	in	in	ADP
ajsts-3210	279	29	cloud	cloud	ADJ
ajsts-3210	279	30	migrations	migration	NOUN
ajsts-3210	279	31	,	,	PUNCT
ajsts-3210	279	32	which	which	PRON
ajsts-3210	279	33	is	be	AUX
ajsts-3210	279	34	not	not	PART
ajsts-3210	279	35	always	always	ADV
ajsts-3210	279	36	shown	show	VERB
ajsts-3210	279	37	in	in	ADP
ajsts-3210	279	38	existing	exist	VERB
ajsts-3210	279	39	literature	literature	NOUN
ajsts-3210	279	40	.	.	PUNCT
ajsts-3210	280	1	conclusion	conclusion	NOUN
ajsts-3210	280	2	this	this	DET
ajsts-3210	280	3	paper	paper	NOUN
ajsts-3210	280	4	entitled	entitle	VERB
ajsts-3210	280	5	“	"	PUNCT
ajsts-3210	280	6	artificial	artificial	ADJ
ajsts-3210	280	7	intelligence	intelligence	NOUN
ajsts-3210	280	8	-	-	PUNCT
ajsts-3210	280	9	based	base	VERB
ajsts-3210	280	10	cloud	cloud	NOUN
ajsts-3210	280	11	planning	planning	NOUN
ajsts-3210	280	12	and	and	CCONJ
ajsts-3210	280	13	migration	migration	NOUN
ajsts-3210	280	14	to	to	PART
ajsts-3210	280	15	cut	cut	VERB
ajsts-3210	280	16	the	the	DET
ajsts-3210	280	17	cost	cost	NOUN
ajsts-3210	280	18	of	of	ADP
ajsts-3210	280	19	cloud	cloud	NOUN
ajsts-3210	280	20	”	"	PUNCT
ajsts-3210	280	21	offer	offer	VERB
ajsts-3210	280	22	a	a	DET
ajsts-3210	280	23	detailed	detailed	ADJ
ajsts-3210	280	24	analysis	analysis	NOUN
ajsts-3210	280	25	of	of	ADP
ajsts-3210	280	26	how	how	SCONJ
ajsts-3210	280	27	ai	ai	AUX
ajsts-3210	280	28	can	can	AUX
ajsts-3210	280	29	complement	complement	VERB
ajsts-3210	280	30	cloud	cloud	NOUN
ajsts-3210	280	31	migration	migration	NOUN
ajsts-3210	280	32	process	process	NOUN
ajsts-3210	280	33	.	.	PUNCT
ajsts-3210	281	1	in	in	ADP
ajsts-3210	281	2	particular	particular	ADJ
ajsts-3210	281	3	,	,	PUNCT
ajsts-3210	281	4	the	the	DET
ajsts-3210	281	5	incorporation	incorporation	NOUN
ajsts-3210	281	6	of	of	ADP
ajsts-3210	281	7	ai	ai	VERB
ajsts-3210	281	8	into	into	ADP
ajsts-3210	281	9	planning	planning	NOUN
ajsts-3210	281	10	and	and	CCONJ
ajsts-3210	281	11	execution	execution	NOUN
ajsts-3210	281	12	phases	phase	NOUN
ajsts-3210	281	13	also	also	ADV
ajsts-3210	281	14	proves	prove	VERB
ajsts-3210	281	15	the	the	DET
ajsts-3210	281	16	possibilities	possibility	NOUN
ajsts-3210	281	17	of	of	ADP
ajsts-3210	281	18	rationalizations	rationalization	NOUN
ajsts-3210	281	19	with	with	ADP
ajsts-3210	281	20	lower	low	ADJ
ajsts-3210	281	21	costs	cost	NOUN
ajsts-3210	281	22	and	and	CCONJ
ajsts-3210	281	23	enhanced	enhance	VERB
ajsts-3210	281	24	effectiveness	effectiveness	NOUN
ajsts-3210	281	25	within	within	ADP
ajsts-3210	281	26	cloud	cloud	ADJ
ajsts-3210	281	27	contexts	contexts	NOUN
ajsts-3210	281	28	.	.	PUNCT
ajsts-3210	282	1	the	the	DET
ajsts-3210	282	2	focus	focus	NOUN
ajsts-3210	282	3	of	of	ADP
ajsts-3210	282	4	the	the	DET
ajsts-3210	282	5	paper	paper	NOUN
ajsts-3210	282	6	is	be	AUX
ajsts-3210	282	7	on	on	ADP
ajsts-3210	282	8	the	the	DET
ajsts-3210	282	9	use	use	NOUN
ajsts-3210	282	10	of	of	ADP
ajsts-3210	282	11	complex	complex	ADJ
ajsts-3210	282	12	ai	ai	NOUN
ajsts-3210	282	13	-	-	PUNCT
ajsts-3210	282	14	based	base	VERB
ajsts-3210	282	15	methods	method	NOUN
ajsts-3210	282	16	involving	involve	VERB
ajsts-3210	282	17	such	such	ADJ
ajsts-3210	282	18	tools	tool	NOUN
ajsts-3210	282	19	as	as	ADP
ajsts-3210	282	20	machine	machine	NOUN
ajsts-3210	282	21	learning	learning	NOUN
ajsts-3210	282	22	and	and	CCONJ
ajsts-3210	282	23	natural	natural	ADJ
ajsts-3210	282	24	language	language	NOUN
ajsts-3210	282	25	processing	processing	NOUN
ajsts-3210	282	26	to	to	PART
ajsts-3210	282	27	automate	automate	VERB
ajsts-3210	282	28	and	and	CCONJ
ajsts-3210	282	29	enhance	enhance	VERB
ajsts-3210	282	30	the	the	DET
ajsts-3210	282	31	migration	migration	NOUN
ajsts-3210	282	32	process	process	NOUN
ajsts-3210	282	33	.	.	PUNCT
ajsts-3210	283	1	they	they	PRON
ajsts-3210	283	2	allow	allow	VERB
ajsts-3210	283	3	for	for	ADP
ajsts-3210	283	4	better	well	ADJ
ajsts-3210	283	5	resource	resource	NOUN
ajsts-3210	283	6	allocation	allocation	NOUN
ajsts-3210	283	7	,	,	PUNCT
ajsts-3210	283	8	forecast	forecast	VERB
ajsts-3210	283	9	future	future	ADJ
ajsts-3210	283	10	needs	need	NOUN
ajsts-3210	283	11	and	and	CCONJ
ajsts-3210	283	12	optimize	optimize	VERB
ajsts-3210	283	13	the	the	DET
ajsts-3210	283	14	general	general	ADJ
ajsts-3210	283	15	handling	handling	NOUN
ajsts-3210	283	16	of	of	ADP
ajsts-3210	283	17	cloud	cloud	ADJ
ajsts-3210	283	18	resources	resource	NOUN
ajsts-3210	283	19	.	.	PUNCT
ajsts-3210	284	1	ai	ai	AUX
ajsts-3210	284	2	also	also	ADV
ajsts-3210	284	3	assists	assist	VERB
ajsts-3210	284	4	in	in	ADP
ajsts-3210	284	5	cutting	cut	VERB
ajsts-3210	284	6	down	down	ADP
ajsts-3210	284	7	the	the	DET
ajsts-3210	284	8	costs	cost	NOUN
ajsts-3210	284	9	of	of	ADP
ajsts-3210	284	10	migrating	migrating	NOUN
ajsts-3210	284	11	to	to	ADP
ajsts-3210	284	12	the	the	DET
ajsts-3210	284	13	cloud	cloud	NOUN
ajsts-3210	284	14	,	,	PUNCT
ajsts-3210	284	15	improving	improve	VERB
ajsts-3210	284	16	security	security	NOUN
ajsts-3210	284	17	,	,	PUNCT
ajsts-3210	284	18	and	and	CCONJ
ajsts-3210	284	19	creating	create	VERB
ajsts-3210	284	20	operational	operational	ADJ
ajsts-3210	284	21	efficiency	efficiency	NOUN
ajsts-3210	284	22	.	.	PUNCT
ajsts-3210	285	1	in	in	ADP
ajsts-3210	285	2	addition	addition	NOUN
ajsts-3210	285	3	,	,	PUNCT
ajsts-3210	285	4	the	the	DET
ajsts-3210	285	5	authors	author	NOUN
ajsts-3210	285	6	provide	provide	VERB
ajsts-3210	285	7	detailed	detailed	ADJ
ajsts-3210	285	8	pseudocode	pseudocode	NOUN
ajsts-3210	285	9	to	to	PART
ajsts-3210	285	10	show	show	VERB
ajsts-3210	285	11	how	how	SCONJ
ajsts-3210	285	12	these	these	PRON
ajsts-3210	285	13	ai	ai	VERB
ajsts-3210	285	14	techniques	technique	NOUN
ajsts-3210	285	15	can	can	AUX
ajsts-3210	285	16	be	be	AUX
ajsts-3210	285	17	applied	apply	VERB
ajsts-3210	285	18	in	in	ADP
ajsts-3210	285	19	real	real	ADJ
ajsts-3210	285	20	life	life	NOUN
ajsts-3210	285	21	,	,	PUNCT
ajsts-3210	285	22	making	make	VERB
ajsts-3210	285	23	it	it	PRON
ajsts-3210	285	24	easier	easy	ADJ
ajsts-3210	285	25	for	for	SCONJ
ajsts-3210	285	26	the	the	DET
ajsts-3210	285	27	reader	reader	NOUN
ajsts-3210	285	28	to	to	PART
ajsts-3210	285	29	develop	develop	VERB
ajsts-3210	285	30	an	an	DET
ajsts-3210	285	31	implementation	implementation	NOUN
ajsts-3210	285	32	plan	plan	NOUN
ajsts-3210	285	33	for	for	ADP
ajsts-3210	285	34	these	these	DET
ajsts-3210	285	35	strategies	strategy	NOUN
ajsts-3210	285	36	within	within	ADP
ajsts-3210	285	37	his/	his/	PROPN
ajsts-3210	285	38	her	her	PRON
ajsts-3210	285	39	workplace	workplace	NOUN
ajsts-3210	285	40	.	.	PUNCT
ajsts-3210	286	1	this	this	DET
ajsts-3210	286	2	approach	approach	NOUN
ajsts-3210	286	3	connects	connect	VERB
ajsts-3210	286	4	academic	academic	ADJ
ajsts-3210	286	5	theory	theory	NOUN
ajsts-3210	286	6	and	and	CCONJ
ajsts-3210	286	7	real	real	ADJ
ajsts-3210	286	8	-	-	PUNCT
ajsts-3210	286	9	world	world	NOUN
ajsts-3210	286	10	usage	usage	NOUN
ajsts-3210	286	11	,	,	PUNCT
ajsts-3210	286	12	which	which	PRON
ajsts-3210	286	13	makes	make	VERB
ajsts-3210	286	14	the	the	DET
ajsts-3210	286	15	book	book	NOUN
ajsts-3210	286	16	a	a	DET
ajsts-3210	286	17	useful	useful	ADJ
ajsts-3210	286	18	reference	reference	NOUN
ajsts-3210	286	19	for	for	ADP
ajsts-3210	286	20	it	it	PRON
ajsts-3210	286	21	practitioners	practitioner	NOUN
ajsts-3210	286	22	who	who	PRON
ajsts-3210	286	23	work	work	VERB
ajsts-3210	286	24	in	in	ADP
ajsts-3210	286	25	cloud	cloud	NOUN
ajsts-3210	286	26	infrastructure	infrastructure	NOUN
ajsts-3210	286	27	.	.	PUNCT
ajsts-3210	287	1	in	in	ADP
ajsts-3210	287	2	conclusion	conclusion	NOUN
ajsts-3210	287	3	,	,	PUNCT
ajsts-3210	287	4	the	the	DET
ajsts-3210	287	5	paper	paper	NOUN
ajsts-3210	287	6	contributes	contribute	VERB
ajsts-3210	287	7	to	to	ADP
ajsts-3210	287	8	the	the	DET
ajsts-3210	287	9	existing	exist	VERB
ajsts-3210	287	10	literature	literature	NOUN
ajsts-3210	287	11	on	on	ADP
ajsts-3210	287	12	cloud	cloud	NOUN
ajsts-3210	287	13	migration	migration	NOUN
ajsts-3210	287	14	and	and	CCONJ
ajsts-3210	287	15	highlights	highlight	NOUN
ajsts-3210	287	16	how	how	SCONJ
ajsts-3210	287	17	ai	ai	AUX
ajsts-3210	287	18	can	can	AUX
ajsts-3210	287	19	revolutionize	revolutionize	VERB
ajsts-3210	287	20	this	this	DET
ajsts-3210	287	21	area	area	NOUN
ajsts-3210	287	22	.	.	PUNCT
ajsts-3210	288	1	it	it	PRON
ajsts-3210	288	2	calls	call	VERB
ajsts-3210	288	3	for	for	SCONJ
ajsts-3210	288	4	the	the	DET
ajsts-3210	288	5	continued	continue	VERB
ajsts-3210	288	6	pa	pa	PROPN
ajsts-3210	288	7	ge	ge	PROPN
ajsts-3210	288	8	23	23	NUM
ajsts-3210	288	9	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	288	10	am	be	AUX
ajsts-3210	288	11	.	.	PUNCT
ajsts-3210	289	1	j.	j.	PROPN
ajsts-3210	289	2	smart	smart	PROPN
ajsts-3210	289	3	.	.	PUNCT
ajsts-3210	290	1	technol	technol	PROPN
ajsts-3210	290	2	.	.	PUNCT
ajsts-3210	290	3	solutions	solution	NOUN
ajsts-3210	290	4	3(2	3(2	NUM
ajsts-3210	290	5	)	)	PUNCT
ajsts-3210	290	6	13	13	NUM
ajsts-3210	290	7	-	-	SYM
ajsts-3210	290	8	24	24	NUM
ajsts-3210	290	9	,	,	PUNCT
ajsts-3210	290	10	2024	2024	NUM
ajsts-3210	290	11	investigation	investigation	NOUN
ajsts-3210	290	12	and	and	CCONJ
ajsts-3210	290	13	use	use	NOUN
ajsts-3210	290	14	of	of	ADP
ajsts-3210	290	15	ai	ai	NOUN
ajsts-3210	290	16	-	-	PUNCT
ajsts-3210	290	17	based	base	VERB
ajsts-3210	290	18	solutions	solution	NOUN
ajsts-3210	290	19	to	to	PART
ajsts-3210	290	20	enhance	enhance	VERB
ajsts-3210	290	21	the	the	DET
ajsts-3210	290	22	efficiency	efficiency	NOUN
ajsts-3210	290	23	,	,	PUNCT
ajsts-3210	290	24	security	security	NOUN
ajsts-3210	290	25	,	,	PUNCT
ajsts-3210	290	26	and	and	CCONJ
ajsts-3210	290	27	affordability	affordability	NOUN
ajsts-3210	290	28	of	of	ADP
ajsts-3210	290	29	the	the	DET
ajsts-3210	290	30	cloud	cloud	NOUN
ajsts-3210	290	31	.	.	PUNCT
ajsts-3210	291	1	references	reference	NOUN
ajsts-3210	291	2	alhilali	alhilali	PROPN
ajsts-3210	291	3	,	,	PUNCT
ajsts-3210	291	4	a.	a.	PROPN
ajsts-3210	291	5	h.	h.	PROPN
ajsts-3210	291	6	,	,	PUNCT
ajsts-3210	291	7	&	&	CCONJ
ajsts-3210	291	8	montazerolghaem	montazerolghaem	PROPN
ajsts-3210	291	9	,	,	PUNCT
ajsts-3210	291	10	a.	a.	NOUN
ajsts-3210	291	11	(	(	PUNCT
ajsts-3210	291	12	2023	2023	NUM
ajsts-3210	291	13	)	)	PUNCT
ajsts-3210	291	14	.	.	PUNCT
ajsts-3210	292	1	artificial	artificial	ADJ
ajsts-3210	292	2	intelligence	intelligence	NOUN
ajsts-3210	292	3	based	base	VERB
ajsts-3210	292	4	load	load	NOUN
ajsts-3210	292	5	balancing	balance	VERB
ajsts-3210	292	6	in	in	ADP
ajsts-3210	292	7	sdn	sdn	PROPN
ajsts-3210	292	8	:	:	PUNCT
ajsts-3210	292	9	a	a	DET
ajsts-3210	292	10	comprehensive	comprehensive	ADJ
ajsts-3210	292	11	survey	survey	NOUN
ajsts-3210	292	12	.	.	PUNCT
ajsts-3210	293	1	internet	internet	NOUN
ajsts-3210	293	2	of	of	ADP
ajsts-3210	293	3	things	thing	NOUN
ajsts-3210	293	4	.	.	PUNCT
ajsts-3210	294	1	advance	advance	VERB
ajsts-3210	294	2	online	online	ADJ
ajsts-3210	294	3	publication	publication	NOUN
ajsts-3210	294	4	.	.	PUNCT
ajsts-3210	295	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajsts-3210	295	2	.	.	PUNCT
ajsts-3210	296	1	iot.2023.100814	iot.2023.100814	PRON
ajsts-3210	296	2	bermejo	bermejo	ADJ
ajsts-3210	296	3	,	,	PUNCT
ajsts-3210	296	4	b.	b.	PROPN
ajsts-3210	296	5	,	,	PUNCT
ajsts-3210	296	6	&	&	CCONJ
ajsts-3210	296	7	juiz	juiz	PROPN
ajsts-3210	296	8	,	,	PUNCT
ajsts-3210	296	9	c.	c.	PROPN
ajsts-3210	296	10	(	(	PUNCT
ajsts-3210	296	11	2023	2023	NUM
ajsts-3210	296	12	)	)	PUNCT
ajsts-3210	296	13	.	.	PUNCT
ajsts-3210	297	1	improving	improve	VERB
ajsts-3210	297	2	cloud/	cloud/	NUM
ajsts-3210	297	3	edge	edge	NOUN
ajsts-3210	297	4	sustainability	sustainability	NOUN
ajsts-3210	297	5	through	through	ADP
ajsts-3210	297	6	artificial	artificial	ADJ
ajsts-3210	297	7	intelligence	intelligence	NOUN
ajsts-3210	297	8	:	:	PUNCT
ajsts-3210	297	9	a	a	DET
ajsts-3210	297	10	systematic	systematic	ADJ
ajsts-3210	297	11	review	review	NOUN
ajsts-3210	297	12	.	.	PUNCT
ajsts-3210	298	1	journal	journal	PROPN
ajsts-3210	298	2	of	of	ADP
ajsts-3210	298	3	parallel	parallel	ADJ
ajsts-3210	298	4	and	and	CCONJ
ajsts-3210	298	5	distributed	distributed	ADJ
ajsts-3210	298	6	computing	computing	NOUN
ajsts-3210	298	7	,	,	PUNCT
ajsts-3210	298	8	176	176	NUM
ajsts-3210	298	9	,	,	PUNCT
ajsts-3210	298	10	41	41	NUM
ajsts-3210	298	11	-	-	SYM
ajsts-3210	298	12	54	54	NUM
ajsts-3210	298	13	.	.	PUNCT
ajsts-3210	299	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajsts-3210	299	2	.	.	PUNCT
ajsts-3210	300	1	jpdc.2023.02.006	jpdc.2023.02.006	ADJ
ajsts-3210	300	2	bian	bian	PROPN
ajsts-3210	300	3	,	,	PUNCT
ajsts-3210	300	4	y.	y.	PROPN
ajsts-3210	300	5	j.	j.	PROPN
ajsts-3210	300	6	,	,	PUNCT
ajsts-3210	300	7	xie	xie	PROPN
ajsts-3210	300	8	,	,	PUNCT
ajsts-3210	300	9	l.	l.	PROPN
ajsts-3210	300	10	,	,	PUNCT
ajsts-3210	300	11	&	&	CCONJ
ajsts-3210	300	12	li	li	PROPN
ajsts-3210	300	13	,	,	PUNCT
ajsts-3210	300	14	j.	j.	PROPN
ajsts-3210	300	15	q.	q.	PROPN
ajsts-3210	300	16	(	(	PUNCT
ajsts-3210	300	17	2022	2022	NUM
ajsts-3210	300	18	)	)	PUNCT
ajsts-3210	300	19	.	.	PUNCT
ajsts-3210	301	1	research	research	NOUN
ajsts-3210	301	2	on	on	ADP
ajsts-3210	301	3	influencing	influence	VERB
ajsts-3210	301	4	factors	factor	NOUN
ajsts-3210	301	5	of	of	ADP
ajsts-3210	301	6	artificial	artificial	ADJ
ajsts-3210	301	7	intelligence	intelligence	NOUN
ajsts-3210	301	8	multicloud	multicloud	NOUN
ajsts-3210	301	9	scheduling	scheduling	NOUN
ajsts-3210	301	10	applied	apply	VERB
ajsts-3210	301	11	talent	talent	NOUN
ajsts-3210	301	12	training	training	NOUN
ajsts-3210	301	13	based	base	VERB
ajsts-3210	301	14	on	on	ADP
ajsts-3210	301	15	dematel	dematel	NOUN
ajsts-3210	301	16	-	-	PUNCT
ajsts-3210	301	17	taism	taism	NOUN
ajsts-3210	301	18	.	.	PUNCT
ajsts-3210	302	1	journal	journal	NOUN
ajsts-3210	302	2	of	of	ADP
ajsts-3210	302	3	cloud	cloud	PROPN
ajsts-3210	302	4	computing	computing	NOUN
ajsts-3210	302	5	,	,	PUNCT
ajsts-3210	302	6	11(1	11(1	NUM
ajsts-3210	302	7	)	)	PUNCT
ajsts-3210	302	8	,	,	PUNCT
ajsts-3210	302	9	35	35	NUM
ajsts-3210	302	10	.	.	PUNCT
ajsts-3210	303	1	https://doi.org/10.1186/s13677-022-00315-4	https://doi.org/10.1186/s13677-022-00315-4	PROPN
ajsts-3210	304	1	dhaya	dhaya	PROPN
ajsts-3210	304	2	,	,	PUNCT
ajsts-3210	304	3	r.	r.	PROPN
ajsts-3210	304	4	,	,	PUNCT
ajsts-3210	304	5	&	&	CCONJ
ajsts-3210	304	6	kanthavel	kanthavel	PROPN
ajsts-3210	304	7	,	,	PUNCT
ajsts-3210	304	8	r.	r.	PROPN
ajsts-3210	304	9	(	(	PUNCT
ajsts-3210	304	10	2022	2022	NUM
ajsts-3210	304	11	)	)	PUNCT
ajsts-3210	304	12	.	.	PUNCT
ajsts-3210	305	1	ioe	ioe	PROPN
ajsts-3210	305	2	based	base	VERB
ajsts-3210	305	3	private	private	ADJ
ajsts-3210	305	4	multi	multi	ADJ
ajsts-3210	305	5	-	-	ADJ
ajsts-3210	305	6	data	data	ADJ
ajsts-3210	305	7	center	center	NOUN
ajsts-3210	305	8	cloud	cloud	NOUN
ajsts-3210	305	9	architecture	architecture	NOUN
ajsts-3210	305	10	framework	framework	NOUN
ajsts-3210	305	11	.	.	PUNCT
ajsts-3210	306	1	computers	computer	NOUN
ajsts-3210	306	2	and	and	CCONJ
ajsts-3210	306	3	electrical	electrical	ADJ
ajsts-3210	306	4	engineering	engineering	NOUN
ajsts-3210	306	5	,	,	PUNCT
ajsts-3210	306	6	100	100	NUM
ajsts-3210	306	7	,	,	PUNCT
ajsts-3210	306	8	107933	107933	NUM
ajsts-3210	306	9	.	.	PUNCT
ajsts-3210	307	1	elmagzoub	elmagzoub	ADJ
ajsts-3210	307	2	,	,	PUNCT
ajsts-3210	307	3	m.	m.	NOUN
ajsts-3210	307	4	a.	a.	PROPN
ajsts-3210	307	5	,	,	PUNCT
ajsts-3210	307	6	syed	sye	VERB
ajsts-3210	307	7	,	,	PUNCT
ajsts-3210	307	8	d.	d.	PROPN
ajsts-3210	307	9	,	,	PUNCT
ajsts-3210	307	10	shaikh	shaikh	PROPN
ajsts-3210	307	11	,	,	PUNCT
ajsts-3210	307	12	a.	a.	PROPN
ajsts-3210	307	13	,	,	PUNCT
ajsts-3210	307	14	islam	islam	PROPN
ajsts-3210	307	15	,	,	PUNCT
ajsts-3210	307	16	n.	n.	NOUN
ajsts-3210	307	17	,	,	PUNCT
ajsts-3210	307	18	alghamdi	alghamdi	NOUN
ajsts-3210	307	19	,	,	PUNCT
ajsts-3210	307	20	a.	a.	NOUN
ajsts-3210	307	21	,	,	PUNCT
ajsts-3210	307	22	&	&	CCONJ
ajsts-3210	307	23	rizwan	rizwan	PROPN
ajsts-3210	307	24	,	,	PUNCT
ajsts-3210	307	25	s.	s.	PROPN
ajsts-3210	307	26	(	(	PUNCT
ajsts-3210	307	27	2021	2021	NUM
ajsts-3210	307	28	)	)	PUNCT
ajsts-3210	307	29	.	.	PUNCT
ajsts-3210	308	1	a	a	DET
ajsts-3210	308	2	survey	survey	NOUN
ajsts-3210	308	3	of	of	ADP
ajsts-3210	308	4	swarm	swarm	NOUN
ajsts-3210	308	5	intelligence	intelligence	NOUN
ajsts-3210	308	6	based	base	VERB
ajsts-3210	308	7	load	load	NOUN
ajsts-3210	308	8	balancing	balance	VERB
ajsts-3210	308	9	techniques	technique	NOUN
ajsts-3210	308	10	in	in	ADP
ajsts-3210	308	11	cloud	cloud	NOUN
ajsts-3210	308	12	computing	computing	NOUN
ajsts-3210	308	13	environment	environment	NOUN
ajsts-3210	308	14	.	.	PUNCT
ajsts-3210	309	1	electronics	electronic	NOUN
ajsts-3210	309	2	,	,	PUNCT
ajsts-3210	309	3	10(21	10(21	NUM
ajsts-3210	309	4	)	)	PUNCT
ajsts-3210	309	5	,	,	PUNCT
ajsts-3210	309	6	2718	2718	NUM
ajsts-3210	309	7	.	.	PUNCT
ajsts-3210	309	8	https://doi.org/10.3390/electronics10212718	https://doi.org/10.3390/electronics10212718	PROPN
ajsts-3210	309	9	gill	gill	PROPN
ajsts-3210	309	10	,	,	PUNCT
ajsts-3210	309	11	s.	s.	PROPN
ajsts-3210	309	12	s.	s.	PROPN
ajsts-3210	309	13	,	,	PUNCT
ajsts-3210	309	14	tuli	tuli	PROPN
ajsts-3210	309	15	,	,	PUNCT
ajsts-3210	309	16	s.	s.	PROPN
ajsts-3210	309	17	,	,	PUNCT
ajsts-3210	309	18	xu	xu	PROPN
ajsts-3210	309	19	,	,	PUNCT
ajsts-3210	309	20	m.	m.	NOUN
ajsts-3210	309	21	,	,	PUNCT
ajsts-3210	309	22	singh	singh	PROPN
ajsts-3210	309	23	,	,	PUNCT
ajsts-3210	309	24	i.	i.	PROPN
ajsts-3210	309	25	,	,	PUNCT
ajsts-3210	309	26	singh	singh	PROPN
ajsts-3210	309	27	,	,	PUNCT
ajsts-3210	309	28	k.	k.	PROPN
ajsts-3210	310	1	v.	v.	PROPN
ajsts-3210	310	2	,	,	PUNCT
ajsts-3210	310	3	lindsay	lindsay	PROPN
ajsts-3210	310	4	,	,	PUNCT
ajsts-3210	310	5	d.	d.	PROPN
ajsts-3210	310	6	,	,	PUNCT
ajsts-3210	310	7	...	...	PUNCT
ajsts-3210	310	8	pervaiz	pervaiz	PROPN
ajsts-3210	310	9	,	,	PUNCT
ajsts-3210	310	10	h.	h.	PROPN
ajsts-3210	310	11	(	(	PUNCT
ajsts-3210	310	12	2019	2019	NUM
ajsts-3210	310	13	)	)	PUNCT
ajsts-3210	310	14	.	.	PUNCT
ajsts-3210	311	1	transformative	transformative	ADJ
ajsts-3210	311	2	effects	effect	NOUN
ajsts-3210	311	3	of	of	ADP
ajsts-3210	311	4	iot	iot	NOUN
ajsts-3210	311	5	,	,	PUNCT
ajsts-3210	311	6	blockchain	blockchain	NOUN
ajsts-3210	311	7	and	and	CCONJ
ajsts-3210	311	8	artificial	artificial	ADJ
ajsts-3210	311	9	intelligence	intelligence	NOUN
ajsts-3210	311	10	on	on	ADP
ajsts-3210	311	11	cloud	cloud	NOUN
ajsts-3210	311	12	computing	computing	NOUN
ajsts-3210	311	13	:	:	PUNCT
ajsts-3210	311	14	evolution	evolution	NOUN
ajsts-3210	311	15	,	,	PUNCT
ajsts-3210	311	16	vision	vision	NOUN
ajsts-3210	311	17	,	,	PUNCT
ajsts-3210	311	18	trends	trend	NOUN
ajsts-3210	311	19	and	and	CCONJ
ajsts-3210	311	20	open	open	ADJ
ajsts-3210	311	21	challenges	challenge	NOUN
ajsts-3210	311	22	.	.	PUNCT
ajsts-3210	312	1	internet	internet	NOUN
ajsts-3210	312	2	of	of	ADP
ajsts-3210	312	3	things	thing	NOUN
ajsts-3210	312	4	,	,	PUNCT
ajsts-3210	312	5	8	8	NUM
ajsts-3210	312	6	,	,	PUNCT
ajsts-3210	312	7	100118	100118	NUM
ajsts-3210	312	8	.	.	PUNCT
ajsts-3210	313	1	https://doi	https://doi	X
ajsts-3210	313	2	.	.	PUNCT
ajsts-3210	314	1	org/10.1016	org/10.1016	PROPN
ajsts-3210	314	2	/	/	SYM
ajsts-3210	314	3	j.iot.2019.100118	j.iot.2019.100118	PROPN
ajsts-3210	314	4	hassan	hassan	PROPN
ajsts-3210	314	5	,	,	PUNCT
ajsts-3210	314	6	m.	m.	PROPN
ajsts-3210	314	7	b.	b.	PROPN
ajsts-3210	314	8	,	,	PUNCT
ajsts-3210	314	9	ahmed	ahmed	PROPN
ajsts-3210	314	10	,	,	PUNCT
ajsts-3210	314	11	e.	e.	PROPN
ajsts-3210	314	12	s.	s.	PROPN
ajsts-3210	314	13	,	,	PUNCT
ajsts-3210	314	14	&	&	CCONJ
ajsts-3210	314	15	saeed	saeed	PROPN
ajsts-3210	314	16	,	,	PUNCT
ajsts-3210	314	17	r.	r.	PROPN
ajsts-3210	314	18	a.	a.	PROPN
ajsts-3210	314	19	(	(	PUNCT
ajsts-3210	314	20	2024	2024	NUM
ajsts-3210	314	21	)	)	PUNCT
ajsts-3210	314	22	.	.	PUNCT
ajsts-3210	315	1	green	green	ADJ
ajsts-3210	315	2	machine	machine	NOUN
ajsts-3210	315	3	learning	learn	VERB
ajsts-3210	315	4	approaches	approach	NOUN
ajsts-3210	315	5	for	for	ADP
ajsts-3210	315	6	cloud	cloud	NOUN
ajsts-3210	315	7	-	-	PUNCT
ajsts-3210	315	8	based	base	VERB
ajsts-3210	315	9	communications	communication	NOUN
ajsts-3210	315	10	.	.	PUNCT
ajsts-3210	316	1	in	in	ADP
ajsts-3210	316	2	m.	m.	PROPN
ajsts-3210	316	3	b.	b.	PROPN
ajsts-3210	317	1	hassan	hassan	PROPN
ajsts-3210	317	2	,	,	PUNCT
ajsts-3210	317	3	e.	e.	PROPN
ajsts-3210	317	4	s.	s.	PROPN
ajsts-3210	317	5	ahmed	ahmed	PROPN
ajsts-3210	317	6	,	,	PUNCT
ajsts-3210	317	7	&	&	CCONJ
ajsts-3210	317	8	r.	r.	PROPN
ajsts-3210	317	9	a.	a.	PROPN
ajsts-3210	317	10	saeed	saeed	PROPN
ajsts-3210	317	11	(	(	PUNCT
ajsts-3210	317	12	eds	ed	NOUN
ajsts-3210	317	13	.	.	PUNCT
ajsts-3210	317	14	)	)	PUNCT
ajsts-3210	317	15	,	,	PUNCT
ajsts-3210	317	16	green	green	ADJ
ajsts-3210	317	17	machine	machine	NOUN
ajsts-3210	317	18	learning	learn	VERB
ajsts-3210	317	19	protocols	protocol	NOUN
ajsts-3210	317	20	for	for	ADP
ajsts-3210	317	21	future	future	ADJ
ajsts-3210	317	22	communication	communication	NOUN
ajsts-3210	317	23	networks	network	NOUN
ajsts-3210	317	24	2024	2024	NUM
ajsts-3210	317	25	(	(	PUNCT
ajsts-3210	317	26	pp	pp	ADJ
ajsts-3210	317	27	.	.	PUNCT
ajsts-3210	318	1	129	129	NUM
ajsts-3210	318	2	-	-	SYM
ajsts-3210	318	3	160	160	NUM
ajsts-3210	318	4	)	)	PUNCT
ajsts-3210	318	5	.	.	PUNCT
ajsts-3210	319	1	crc	crc	PROPN
ajsts-3210	319	2	press	press	PROPN
ajsts-3210	319	3	.	.	PUNCT
ajsts-3210	320	1	https://doi.org/10.1201/9781003230427-5	https://doi.org/10.1201/9781003230427-5	PROPN
ajsts-3210	320	2	hemmati	hemmati	PROPN
ajsts-3210	320	3	,	,	PUNCT
ajsts-3210	320	4	a.	a.	PROPN
ajsts-3210	320	5	,	,	PUNCT
ajsts-3210	320	6	raoufi	raoufi	ADJ
ajsts-3210	320	7	,	,	PUNCT
ajsts-3210	320	8	p.	p.	NOUN
ajsts-3210	320	9	,	,	PUNCT
ajsts-3210	320	10	&	&	CCONJ
ajsts-3210	320	11	rahmani	rahmani	PROPN
ajsts-3210	320	12	,	,	PUNCT
ajsts-3210	320	13	a.	a.	NOUN
ajsts-3210	320	14	m.	m.	NOUN
ajsts-3210	320	15	(	(	PUNCT
ajsts-3210	320	16	2024	2024	NUM
ajsts-3210	320	17	)	)	PUNCT
ajsts-3210	320	18	.	.	PUNCT
ajsts-3210	321	1	edge	edge	VERB
ajsts-3210	321	2	artificial	artificial	ADJ
ajsts-3210	321	3	intelligence	intelligence	NOUN
ajsts-3210	321	4	for	for	ADP
ajsts-3210	321	5	big	big	ADJ
ajsts-3210	321	6	data	datum	NOUN
ajsts-3210	321	7	:	:	PUNCT
ajsts-3210	321	8	a	a	DET
ajsts-3210	321	9	systematic	systematic	ADJ
ajsts-3210	321	10	review	review	NOUN
ajsts-3210	321	11	.	.	PUNCT
ajsts-3210	322	1	neural	neural	ADJ
ajsts-3210	322	2	computing	computing	NOUN
ajsts-3210	322	3	and	and	CCONJ
ajsts-3210	322	4	applications	application	NOUN
ajsts-3210	322	5	.	.	PUNCT
ajsts-3210	323	1	advance	advance	VERB
ajsts-3210	323	2	online	online	ADJ
ajsts-3210	323	3	publication	publication	NOUN
ajsts-3210	323	4	.	.	PUNCT
ajsts-3210	324	1	https://doi.org/10.1007/s00521-02409723-w	https://doi.org/10.1007/s00521-02409723-w	NOUN
ajsts-3210	324	2	houssein	houssein	PROPN
ajsts-3210	324	3	,	,	PUNCT
ajsts-3210	324	4	e.	e.	PROPN
ajsts-3210	324	5	h.	h.	PROPN
ajsts-3210	324	6	,	,	PUNCT
ajsts-3210	324	7	gad	gad	PROPN
ajsts-3210	324	8	,	,	PUNCT
ajsts-3210	324	9	a.	a.	NOUN
ajsts-3210	324	10	g.	g.	PROPN
ajsts-3210	324	11	,	,	PUNCT
ajsts-3210	324	12	wazery	wazery	PROPN
ajsts-3210	324	13	,	,	PUNCT
ajsts-3210	324	14	y.	y.	PROPN
ajsts-3210	324	15	m.	m.	PROPN
ajsts-3210	324	16	,	,	PUNCT
ajsts-3210	324	17	&	&	CCONJ
ajsts-3210	324	18	suganthan	suganthan	PROPN
ajsts-3210	324	19	,	,	PUNCT
ajsts-3210	324	20	p.	p.	NOUN
ajsts-3210	324	21	n.	n.	NOUN
ajsts-3210	324	22	(	(	PUNCT
ajsts-3210	324	23	2021	2021	NUM
ajsts-3210	324	24	)	)	PUNCT
ajsts-3210	324	25	.	.	PUNCT
ajsts-3210	325	1	task	task	NOUN
ajsts-3210	325	2	scheduling	scheduling	NOUN
ajsts-3210	325	3	in	in	ADP
ajsts-3210	325	4	cloud	cloud	NOUN
ajsts-3210	325	5	computing	computing	NOUN
ajsts-3210	325	6	based	base	VERB
ajsts-3210	325	7	on	on	ADP
ajsts-3210	325	8	meta	meta	NOUN
ajsts-3210	325	9	-	-	PUNCT
ajsts-3210	325	10	heuristics	heuristic	NOUN
ajsts-3210	325	11	:	:	PUNCT
ajsts-3210	325	12	review	review	NOUN
ajsts-3210	325	13	,	,	PUNCT
ajsts-3210	325	14	taxonomy	taxonomy	NOUN
ajsts-3210	325	15	,	,	PUNCT
ajsts-3210	325	16	open	open	ADJ
ajsts-3210	325	17	challenges	challenge	NOUN
ajsts-3210	325	18	,	,	PUNCT
ajsts-3210	325	19	and	and	CCONJ
ajsts-3210	325	20	future	future	ADJ
ajsts-3210	325	21	trends	trend	NOUN
ajsts-3210	325	22	.	.	PUNCT
ajsts-3210	326	1	swarm	swarm	NOUN
ajsts-3210	326	2	and	and	CCONJ
ajsts-3210	326	3	evolutionary	evolutionary	ADJ
ajsts-3210	326	4	computation	computation	NOUN
ajsts-3210	326	5	,	,	PUNCT
ajsts-3210	326	6	62	62	NUM
ajsts-3210	326	7	,	,	PUNCT
ajsts-3210	326	8	100841	100841	NUM
ajsts-3210	326	9	.	.	PUNCT
ajsts-3210	327	1	janet	janet	PROPN
ajsts-3210	327	2	,	,	PUNCT
ajsts-3210	327	3	a.	a.	PROPN
ajsts-3210	327	4	,	,	PUNCT
ajsts-3210	327	5	&	&	CCONJ
ajsts-3210	327	6	al	al	PROPN
ajsts-3210	327	7	-	-	PUNCT
ajsts-3210	327	8	turjman	turjman	PROPN
ajsts-3210	327	9	,	,	PUNCT
ajsts-3210	327	10	f.	f.	PROPN
ajsts-3210	327	11	(	(	PUNCT
ajsts-3210	327	12	2023	2023	NUM
ajsts-3210	327	13	)	)	PUNCT
ajsts-3210	327	14	.	.	PUNCT
ajsts-3210	328	1	the	the	DET
ajsts-3210	328	2	impact	impact	NOUN
ajsts-3210	328	3	of	of	ADP
ajsts-3210	328	4	cloud	cloud	NOUN
ajsts-3210	328	5	computing	computing	NOUN
ajsts-3210	328	6	on	on	ADP
ajsts-3210	328	7	the	the	DET
ajsts-3210	328	8	development	development	NOUN
ajsts-3210	328	9	of	of	ADP
ajsts-3210	328	10	artificial	artificial	ADJ
ajsts-3210	328	11	intelligence	intelligence	NOUN
ajsts-3210	328	12	technologies	technology	NOUN
ajsts-3210	328	13	in	in	ADP
ajsts-3210	328	14	e	e	NOUN
ajsts-3210	328	15	-	-	NOUN
ajsts-3210	328	16	commerce	commerce	NOUN
ajsts-3210	328	17	.	.	PUNCT
ajsts-3210	329	1	neu	neu	PROPN
ajsts-3210	329	2	journal	journal	PROPN
ajsts-3210	329	3	for	for	ADP
ajsts-3210	329	4	artificial	artificial	ADJ
ajsts-3210	329	5	intelligence	intelligence	NOUN
ajsts-3210	329	6	and	and	CCONJ
ajsts-3210	329	7	internet	internet	NOUN
ajsts-3210	329	8	of	of	ADP
ajsts-3210	329	9	things	thing	NOUN
ajsts-3210	329	10	,	,	PUNCT
ajsts-3210	329	11	2(3	2(3	NUM
ajsts-3210	329	12	)	)	PUNCT
ajsts-3210	329	13	.	.	PUNCT
ajsts-3210	330	1	joloudari	joloudari	PROPN
ajsts-3210	330	2	,	,	PUNCT
ajsts-3210	330	3	j.	j.	PROPN
ajsts-3210	330	4	h.	h.	PROPN
ajsts-3210	330	5	,	,	PUNCT
ajsts-3210	330	6	alizadehsani	alizadehsani	PROPN
ajsts-3210	330	7	,	,	PUNCT
ajsts-3210	330	8	r.	r.	PROPN
ajsts-3210	330	9	,	,	PUNCT
ajsts-3210	330	10	nodehi	nodehi	NOUN
ajsts-3210	330	11	,	,	PUNCT
ajsts-3210	330	12	i.	i.	PROPN
ajsts-3210	330	13	,	,	PUNCT
ajsts-3210	330	14	mojrian	mojrian	NOUN
ajsts-3210	330	15	,	,	PUNCT
ajsts-3210	330	16	s.	s.	PROPN
ajsts-3210	330	17	,	,	PUNCT
ajsts-3210	330	18	fazl	fazl	PROPN
ajsts-3210	330	19	,	,	PUNCT
ajsts-3210	330	20	f.	f.	PROPN
ajsts-3210	330	21	,	,	PUNCT
ajsts-3210	330	22	shirkharkolaie	shirkharkolaie	PROPN
ajsts-3210	330	23	,	,	PUNCT
ajsts-3210	330	24	s.	s.	PROPN
ajsts-3210	330	25	k.	k.	PROPN
ajsts-3210	330	26	,	,	PUNCT
ajsts-3210	330	27	kabir	kabir	PROPN
ajsts-3210	330	28	,	,	PUNCT
ajsts-3210	330	29	h.	h.	PROPN
ajsts-3210	330	30	d.	d.	PROPN
ajsts-3210	330	31	,	,	PUNCT
ajsts-3210	330	32	tan	tan	PROPN
ajsts-3210	330	33	,	,	PUNCT
ajsts-3210	330	34	r.	r.	PROPN
ajsts-3210	330	35	s.	s.	PROPN
ajsts-3210	330	36	,	,	PUNCT
ajsts-3210	330	37	&	&	CCONJ
ajsts-3210	330	38	acharya	acharya	PROPN
ajsts-3210	330	39	,	,	PUNCT
ajsts-3210	330	40	u.	u.	PROPN
ajsts-3210	330	41	r.	r.	PROPN
ajsts-3210	330	42	(	(	PUNCT
ajsts-3210	330	43	2022	2022	NUM
ajsts-3210	330	44	,	,	PUNCT
ajsts-3210	330	45	march	march	PROPN
ajsts-3210	330	46	28	28	NUM
ajsts-3210	330	47	)	)	PUNCT
ajsts-3210	330	48	.	.	PUNCT
ajsts-3210	331	1	resource	resource	NOUN
ajsts-3210	331	2	allocation	allocation	NOUN
ajsts-3210	331	3	optimization	optimization	NOUN
ajsts-3210	331	4	using	use	VERB
ajsts-3210	331	5	artificial	artificial	ADJ
ajsts-3210	331	6	intelligence	intelligence	NOUN
ajsts-3210	331	7	methods	method	NOUN
ajsts-3210	331	8	in	in	ADP
ajsts-3210	331	9	various	various	ADJ
ajsts-3210	331	10	computing	computing	NOUN
ajsts-3210	331	11	paradigms	paradigm	NOUN
ajsts-3210	331	12	:	:	PUNCT
ajsts-3210	331	13	a	a	DET
ajsts-3210	331	14	review	review	NOUN
ajsts-3210	331	15	.	.	PUNCT
ajsts-3210	332	1	arxiv	arxiv	PROPN
ajsts-3210	332	2	preprint	preprint	VERB
ajsts-3210	332	3	arxiv:2203.12315	arxiv:2203.12315	PROPN
ajsts-3210	332	4	.	.	PUNCT
ajsts-3210	333	1	https://doi	https://doi	X
ajsts-3210	333	2	.	.	PUNCT
ajsts-3210	334	1	org/10.13140	org/10.13140	PROPN
ajsts-3210	334	2	/	/	SYM
ajsts-3210	334	3	rg.2.2.32857.39522	rg.2.2.32857.39522	PROPN
ajsts-3210	334	4	joloudari	joloudari	PROPN
ajsts-3210	334	5	,	,	PUNCT
ajsts-3210	334	6	j.	j.	PROPN
ajsts-3210	334	7	h.	h.	PROPN
ajsts-3210	334	8	,	,	PUNCT
ajsts-3210	334	9	mojrian	mojrian	PROPN
ajsts-3210	334	10	,	,	PUNCT
ajsts-3210	334	11	s.	s.	PROPN
ajsts-3210	334	12	,	,	PUNCT
ajsts-3210	334	13	saadatfar	saadatfar	PROPN
ajsts-3210	334	14	,	,	PUNCT
ajsts-3210	334	15	h.	h.	PROPN
ajsts-3210	334	16	,	,	PUNCT
ajsts-3210	334	17	nodehi	nodehi	PROPN
ajsts-3210	334	18	,	,	PUNCT
ajsts-3210	334	19	i.	i.	PROPN
ajsts-3210	334	20	,	,	PUNCT
ajsts-3210	334	21	fazl	fazl	PROPN
ajsts-3210	334	22	,	,	PUNCT
ajsts-3210	334	23	f.	f.	PROPN
ajsts-3210	334	24	,	,	PUNCT
ajsts-3210	334	25	alizadehsani	alizadehsani	PROPN
ajsts-3210	334	26	,	,	PUNCT
ajsts-3210	334	27	r.	r.	PROPN
ajsts-3210	334	28	,	,	PUNCT
ajsts-3210	334	29	kabir	kabir	PROPN
ajsts-3210	334	30	,	,	PUNCT
ajsts-3210	334	31	h.	h.	PROPN
ajsts-3210	334	32	m.	m.	PROPN
ajsts-3210	334	33	,	,	PUNCT
ajsts-3210	334	34	tan	tan	PROPN
ajsts-3210	334	35	,	,	PUNCT
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ajsts-3210	334	41	,	,	PUNCT
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ajsts-3210	334	44	(	(	PUNCT
ajsts-3210	334	45	2022	2022	NUM
ajsts-3210	334	46	,	,	PUNCT
ajsts-3210	334	47	march	march	PROPN
ajsts-3210	334	48	23	23	NUM
ajsts-3210	334	49	)	)	PUNCT
ajsts-3210	334	50	.	.	PUNCT
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ajsts-3210	335	2	state	state	NOUN
ajsts-3210	335	3	-	-	PUNCT
ajsts-3210	335	4	ofthe	ofthe	NOUN
ajsts-3210	335	5	-	-	PUNCT
ajsts-3210	335	6	art	art	NOUN
ajsts-3210	335	7	review	review	NOUN
ajsts-3210	335	8	on	on	ADP
ajsts-3210	335	9	resource	resource	NOUN
ajsts-3210	335	10	allocation	allocation	NOUN
ajsts-3210	335	11	problem	problem	NOUN
ajsts-3210	335	12	using	use	VERB
ajsts-3210	335	13	artificial	artificial	ADJ
ajsts-3210	335	14	intelligence	intelligence	NOUN
ajsts-3210	335	15	methods	method	NOUN
ajsts-3210	335	16	on	on	ADP
ajsts-3210	335	17	various	various	ADJ
ajsts-3210	335	18	computing	computing	NOUN
ajsts-3210	335	19	paradigms	paradigm	NOUN
ajsts-3210	335	20	.	.	PUNCT
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ajsts-3210	336	2	preprint	preprint	VERB
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ajsts-3210	336	4	.	.	PUNCT
ajsts-3210	337	1	https://	https://	PROPN
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ajsts-3210	337	4	,	,	PUNCT
ajsts-3210	337	5	m.	m.	NOUN
ajsts-3210	337	6	,	,	PUNCT
ajsts-3210	337	7	shaikh	shaikh	PROPN
ajsts-3210	337	8	,	,	PUNCT
ajsts-3210	337	9	a.	a.	PROPN
ajsts-3210	337	10	,	,	PUNCT
ajsts-3210	337	11	hassan	hassan	PROPN
ajsts-3210	337	12	,	,	PUNCT
ajsts-3210	337	13	m.	m.	NOUN
ajsts-3210	337	14	u.	u.	PROPN
ajsts-3210	337	15	,	,	PUNCT
ajsts-3210	337	16	alghamdi	alghamdi	NOUN
ajsts-3210	337	17	,	,	PUNCT
ajsts-3210	337	18	a.	a.	PROPN
ajsts-3210	337	19	,	,	PUNCT
ajsts-3210	337	20	rajab	rajab	PROPN
ajsts-3210	337	21	,	,	PUNCT
ajsts-3210	337	22	k.	k.	PROPN
ajsts-3210	337	23	,	,	PUNCT
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ajsts-3210	337	25	reshan	reshan	PROPN
ajsts-3210	337	26	,	,	PUNCT
ajsts-3210	337	27	m.	m.	NOUN
ajsts-3210	337	28	s.	s.	PROPN
ajsts-3210	337	29	,	,	PUNCT
ajsts-3210	337	30	&	&	CCONJ
ajsts-3210	337	31	alkinani	alkinani	PROPN
ajsts-3210	337	32	,	,	PUNCT
ajsts-3210	337	33	m.	m.	NOUN
ajsts-3210	337	34	(	(	PUNCT
ajsts-3210	337	35	2021	2021	NUM
ajsts-3210	337	36	)	)	PUNCT
ajsts-3210	337	37	.	.	PUNCT
ajsts-3210	338	1	smart	smart	ADJ
ajsts-3210	338	2	agriculture	agriculture	NOUN
ajsts-3210	338	3	cloud	cloud	NOUN
ajsts-3210	338	4	using	use	VERB
ajsts-3210	338	5	ai	ai	VERB
ajsts-3210	338	6	based	base	VERB
ajsts-3210	338	7	techniques	technique	NOUN
ajsts-3210	338	8	.	.	PUNCT
ajsts-3210	339	1	energies	energy	NOUN
ajsts-3210	339	2	,	,	PUNCT
ajsts-3210	339	3	14(16	14(16	NUM
ajsts-3210	339	4	)	)	PUNCT
ajsts-3210	339	5	,	,	PUNCT
ajsts-3210	339	6	5129	5129	NUM
ajsts-3210	339	7	.	.	PUNCT
ajsts-3210	340	1	https://doi.org/10.3390/en14165129	https://doi.org/10.3390/en14165129	PRON
ajsts-3210	340	2	kanungo	kanungo	PROPN
ajsts-3210	340	3	,	,	PUNCT
ajsts-3210	340	4	s.	s.	PROPN
ajsts-3210	340	5	(	(	PUNCT
ajsts-3210	340	6	2024	2024	NUM
ajsts-3210	340	7	)	)	PUNCT
ajsts-3210	340	8	.	.	PUNCT
ajsts-3210	341	1	ai	ai	VERB
ajsts-3210	341	2	-	-	PUNCT
ajsts-3210	341	3	driven	drive	VERB
ajsts-3210	341	4	resource	resource	NOUN
ajsts-3210	341	5	management	management	NOUN
ajsts-3210	341	6	strategies	strategy	NOUN
ajsts-3210	341	7	for	for	ADP
ajsts-3210	341	8	cloud	cloud	NOUN
ajsts-3210	341	9	computing	computing	NOUN
ajsts-3210	341	10	systems	system	NOUN
ajsts-3210	341	11	,	,	PUNCT
ajsts-3210	341	12	services	service	NOUN
ajsts-3210	341	13	,	,	PUNCT
ajsts-3210	341	14	and	and	CCONJ
ajsts-3210	341	15	applications	application	NOUN
ajsts-3210	341	16	.	.	PUNCT
ajsts-3210	342	1	world	world	PROPN
ajsts-3210	342	2	journal	journal	PROPN
ajsts-3210	342	3	of	of	ADP
ajsts-3210	342	4	advanced	advanced	ADJ
ajsts-3210	342	5	engineering	engineering	NOUN
ajsts-3210	342	6	technology	technology	NOUN
ajsts-3210	342	7	and	and	CCONJ
ajsts-3210	342	8	sciences	science	NOUN
ajsts-3210	342	9	,	,	PUNCT
ajsts-3210	342	10	11(2	11(2	NUM
ajsts-3210	342	11	)	)	PUNCT
ajsts-3210	342	12	,	,	PUNCT
ajsts-3210	342	13	559	559	NUM
ajsts-3210	342	14	-	-	SYM
ajsts-3210	342	15	566	566	NUM
ajsts-3210	342	16	.	.	PUNCT
ajsts-3210	343	1	https://doi	https://doi	X
ajsts-3210	343	2	.	.	PUNCT
ajsts-3210	343	3	org/10.30574	org/10.30574	NOUN
ajsts-3210	343	4	/	/	SYM
ajsts-3210	343	5	wjaets.2024.11.2.0137	wjaets.2024.11.2.0137	PROPN
ajsts-3210	343	6	kumar	kumar	PROPN
ajsts-3210	343	7	,	,	PUNCT
ajsts-3210	343	8	y.	y.	PROPN
ajsts-3210	343	9	,	,	PUNCT
ajsts-3210	343	10	kaul	kaul	PROPN
ajsts-3210	343	11	,	,	PUNCT
ajsts-3210	343	12	s.	s.	PROPN
ajsts-3210	343	13	,	,	PUNCT
ajsts-3210	343	14	&	&	CCONJ
ajsts-3210	343	15	hu	hu	PROPN
ajsts-3210	343	16	,	,	PUNCT
ajsts-3210	343	17	y.	y.	PROPN
ajsts-3210	343	18	c.	c.	PROPN
ajsts-3210	343	19	(	(	PUNCT
ajsts-3210	343	20	2022	2022	NUM
ajsts-3210	343	21	,	,	PUNCT
ajsts-3210	343	22	december	december	PROPN
ajsts-3210	343	23	1	1	NUM
ajsts-3210	343	24	)	)	PUNCT
ajsts-3210	343	25	.	.	PUNCT
ajsts-3210	344	1	machine	machine	NOUN
ajsts-3210	344	2	learning	learn	VERB
ajsts-3210	344	3	for	for	ADP
ajsts-3210	344	4	energy	energy	NOUN
ajsts-3210	344	5	-	-	PUNCT
ajsts-3210	344	6	resource	resource	NOUN
ajsts-3210	344	7	allocation	allocation	NOUN
ajsts-3210	344	8	,	,	PUNCT
ajsts-3210	344	9	workflow	workflow	NOUN
ajsts-3210	344	10	scheduling	scheduling	NOUN
ajsts-3210	344	11	and	and	CCONJ
ajsts-3210	344	12	live	live	ADJ
ajsts-3210	344	13	migration	migration	NOUN
ajsts-3210	344	14	in	in	ADP
ajsts-3210	344	15	cloud	cloud	NOUN
ajsts-3210	344	16	computing	computing	NOUN
ajsts-3210	344	17	:	:	PUNCT
ajsts-3210	344	18	state	state	NOUN
ajsts-3210	344	19	-	-	PUNCT
ajsts-3210	344	20	of	of	ADP
ajsts-3210	344	21	-	-	PUNCT
ajsts-3210	344	22	the	the	DET
ajsts-3210	344	23	-	-	PUNCT
ajsts-3210	344	24	art	art	NOUN
ajsts-3210	344	25	survey	survey	NOUN
ajsts-3210	344	26	.	.	PUNCT
ajsts-3210	345	1	sustainable	sustainable	ADJ
ajsts-3210	345	2	computing	computing	NOUN
ajsts-3210	345	3	:	:	PUNCT
ajsts-3210	345	4	informatics	informatic	NOUN
ajsts-3210	345	5	and	and	CCONJ
ajsts-3210	345	6	systems	system	NOUN
ajsts-3210	345	7	,	,	PUNCT
ajsts-3210	345	8	36	36	NUM
ajsts-3210	345	9	,	,	PUNCT
ajsts-3210	345	10	100780	100780	NUM
ajsts-3210	345	11	.	.	PUNCT
ajsts-3210	346	1	https://	https://	PROPN
ajsts-3210	346	2	doi.org/10.1016/j.suscom.2022.100780	doi.org/10.1016/j.suscom.2022.100780	PROPN
ajsts-3210	346	3	lee	lee	PROPN
ajsts-3210	346	4	,	,	PUNCT
ajsts-3210	346	5	d.	d.	PROPN
ajsts-3210	346	6	,	,	PUNCT
ajsts-3210	346	7	&	&	CCONJ
ajsts-3210	346	8	yoon	yoon	PROPN
ajsts-3210	346	9	,	,	PUNCT
ajsts-3210	346	10	s.	s.	PROPN
ajsts-3210	346	11	n.	n.	PROPN
ajsts-3210	346	12	(	(	PUNCT
ajsts-3210	346	13	2021	2021	NUM
ajsts-3210	346	14	)	)	PUNCT
ajsts-3210	346	15	.	.	PUNCT
ajsts-3210	347	1	application	application	NOUN
ajsts-3210	347	2	of	of	ADP
ajsts-3210	347	3	artificial	artificial	ADJ
ajsts-3210	347	4	intelligence	intelligence	NOUN
ajsts-3210	347	5	-	-	PUNCT
ajsts-3210	347	6	based	base	VERB
ajsts-3210	347	7	technologies	technology	NOUN
ajsts-3210	347	8	in	in	ADP
ajsts-3210	347	9	the	the	DET
ajsts-3210	347	10	healthcare	healthcare	NOUN
ajsts-3210	347	11	industry	industry	NOUN
ajsts-3210	347	12	:	:	PUNCT
ajsts-3210	347	13	opportunities	opportunity	NOUN
ajsts-3210	347	14	and	and	CCONJ
ajsts-3210	347	15	challenges	challenge	NOUN
ajsts-3210	347	16	.	.	PUNCT
ajsts-3210	348	1	international	international	ADJ
ajsts-3210	348	2	journal	journal	PROPN
ajsts-3210	348	3	of	of	ADP
ajsts-3210	348	4	environmental	environmental	ADJ
ajsts-3210	348	5	research	research	NOUN
ajsts-3210	348	6	and	and	CCONJ
ajsts-3210	348	7	public	public	ADJ
ajsts-3210	348	8	health	health	NOUN
ajsts-3210	348	9	,	,	PUNCT
ajsts-3210	348	10	18(1	18(1	NUM
ajsts-3210	348	11	)	)	PUNCT
ajsts-3210	348	12	,	,	PUNCT
ajsts-3210	348	13	271	271	NUM
ajsts-3210	348	14	.	.	X
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ajsts-3210	348	16	liang	liang	PROPN
ajsts-3210	348	17	,	,	PUNCT
ajsts-3210	348	18	x.	x.	PROPN
ajsts-3210	348	19	,	,	PUNCT
ajsts-3210	348	20	haiping	haiping	NOUN
ajsts-3210	348	21	,	,	PUNCT
ajsts-3210	348	22	l.	l.	PROPN
ajsts-3210	348	23	,	,	PUNCT
ajsts-3210	348	24	liu	liu	PROPN
ajsts-3210	348	25	,	,	PUNCT
ajsts-3210	348	26	j.	j.	PROPN
ajsts-3210	348	27	,	,	PUNCT
ajsts-3210	348	28	&	&	CCONJ
ajsts-3210	348	29	lin	lin	PROPN
ajsts-3210	348	30	,	,	PUNCT
ajsts-3210	348	31	l.	l.	PROPN
ajsts-3210	348	32	(	(	PUNCT
ajsts-3210	348	33	2021	2021	NUM
ajsts-3210	348	34	)	)	PUNCT
ajsts-3210	348	35	.	.	PUNCT
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ajsts-3210	349	5	teaching	teaching	NOUN
ajsts-3210	349	6	mode	mode	NOUN
ajsts-3210	349	7	based	base	VERB
ajsts-3210	349	8	on	on	ADP
ajsts-3210	349	9	cloud	cloud	NOUN
ajsts-3210	349	10	computing	compute	VERB
ajsts-3210	349	11	artificial	artificial	ADJ
ajsts-3210	349	12	intelligence	intelligence	NOUN
ajsts-3210	349	13	–	–	PUNCT
ajsts-3210	349	14	a	a	DET
ajsts-3210	349	15	practice	practice	NOUN
ajsts-3210	349	16	analysis	analysis	NOUN
ajsts-3210	349	17	.	.	PUNCT
ajsts-3210	350	1	journal	journal	NOUN
ajsts-3210	350	2	of	of	ADP
ajsts-3210	350	3	intelligent	intelligent	ADJ
ajsts-3210	350	4	&	&	CCONJ
ajsts-3210	350	5	fuzzy	fuzzy	ADJ
ajsts-3210	350	6	systems	system	NOUN
ajsts-3210	350	7	,	,	PUNCT
ajsts-3210	350	8	40(2	40(2	NUM
ajsts-3210	350	9	)	)	PUNCT
ajsts-3210	350	10	,	,	PUNCT
ajsts-3210	350	11	3617	3617	NUM
ajsts-3210	350	12	-	-	SYM
ajsts-3210	350	13	3629	3629	NUM
ajsts-3210	350	14	.	.	PUNCT
ajsts-3210	351	1	https://doi.org/10.1177/16878132221122770	https://doi.org/10.1177/16878132221122770	X
ajsts-3210	351	2	matthew	matthew	PROPN
ajsts-3210	351	3	,	,	PUNCT
ajsts-3210	351	4	o.	o.	PROPN
ajsts-3210	351	5	o.	o.	PROPN
ajsts-3210	351	6	,	,	PUNCT
ajsts-3210	351	7	olabanji	olabanji	PROPN
ajsts-3210	351	8	,	,	PUNCT
ajsts-3210	351	9	d.	d.	PROPN
ajsts-3210	351	10	o.	o.	PROPN
ajsts-3210	351	11	,	,	PUNCT
ajsts-3210	351	12	&	&	CCONJ
ajsts-3210	351	13	fitch	fitch	PROPN
ajsts-3210	351	14	,	,	PUNCT
ajsts-3210	351	15	t.	t.	PROPN
ajsts-3210	351	16	(	(	PUNCT
ajsts-3210	351	17	2023	2023	NUM
ajsts-3210	351	18	,	,	PUNCT
ajsts-3210	351	19	april	april	PROPN
ajsts-3210	351	20	30	30	NUM
ajsts-3210	351	21	)	)	PUNCT
ajsts-3210	351	22	.	.	PUNCT
ajsts-3210	352	1	cloud	cloud	NOUN
ajsts-3210	352	2	-	-	PUNCT
ajsts-3210	352	3	native	native	ADJ
ajsts-3210	352	4	architecture	architecture	NOUN
ajsts-3210	352	5	portability	portability	NOUN
ajsts-3210	352	6	framework	framework	NOUN
ajsts-3210	352	7	validation	validation	NOUN
ajsts-3210	352	8	and	and	CCONJ
ajsts-3210	352	9	implementation	implementation	NOUN
ajsts-3210	352	10	using	use	VERB
ajsts-3210	352	11	expert	expert	NOUN
ajsts-3210	352	12	system	system	NOUN
ajsts-3210	352	13	.	.	PUNCT
ajsts-3210	353	1	international	international	ADJ
ajsts-3210	353	2	journal	journal	PROPN
ajsts-3210	353	3	of	of	ADP
ajsts-3210	353	4	advanced	advanced	ADJ
ajsts-3210	353	5	studies	study	NOUN
ajsts-3210	353	6	in	in	ADP
ajsts-3210	353	7	computer	computer	NOUN
ajsts-3210	353	8	science	science	NOUN
ajsts-3210	353	9	and	and	CCONJ
ajsts-3210	353	10	engineering	engineering	NOUN
ajsts-3210	353	11	(	(	PUNCT
ajsts-3210	353	12	ijascse	ijascse	PROPN
ajsts-3210	353	13	)	)	PUNCT
ajsts-3210	353	14	,	,	PUNCT
ajsts-3210	353	15	12(4	12(4	NUM
ajsts-3210	353	16	)	)	PUNCT
ajsts-3210	353	17	.	.	PUNCT
ajsts-3210	354	1	mohanty	mohanty	PROPN
ajsts-3210	354	2	,	,	PUNCT
ajsts-3210	354	3	s.	s.	PROPN
ajsts-3210	354	4	n.	n.	PROPN
ajsts-3210	354	5	,	,	PUNCT
ajsts-3210	354	6	potluri	potluri	PROPN
ajsts-3210	354	7	,	,	PUNCT
ajsts-3210	354	8	s.	s.	PROPN
ajsts-3210	354	9	,	,	PUNCT
ajsts-3210	354	10	prakash	prakash	PROPN
ajsts-3210	354	11	,	,	PUNCT
ajsts-3210	354	12	v.	v.	PROPN
ajsts-3210	354	13	b.	b.	PROPN
ajsts-3210	354	14	,	,	PUNCT
ajsts-3210	354	15	srinath	srinath	PROPN
ajsts-3210	354	16	,	,	PUNCT
ajsts-3210	354	17	b.	b.	PROPN
ajsts-3210	354	18	,	,	PUNCT
ajsts-3210	354	19	&	&	CCONJ
ajsts-3210	354	20	manjunath	manjunath	PROPN
ajsts-3210	354	21	,	,	PUNCT
ajsts-3210	354	22	b.	b.	PROPN
ajsts-3210	354	23	(	(	PUNCT
ajsts-3210	354	24	2021	2021	NUM
ajsts-3210	354	25	,	,	PUNCT
ajsts-3210	354	26	july	july	PROPN
ajsts-3210	354	27	19	19	NUM
ajsts-3210	354	28	)	)	PUNCT
ajsts-3210	354	29	.	.	PUNCT
ajsts-3210	355	1	cloud	cloud	ADJ
ajsts-3210	355	2	security	security	NOUN
ajsts-3210	355	3	concepts	concept	NOUN
ajsts-3210	355	4	,	,	PUNCT
ajsts-3210	355	5	threats	threat	NOUN
ajsts-3210	355	6	and	and	CCONJ
ajsts-3210	355	7	solutions	solution	NOUN
ajsts-3210	355	8	:	:	PUNCT
ajsts-3210	355	9	artificial	artificial	ADJ
ajsts-3210	355	10	intelligence	intelligence	NOUN
ajsts-3210	355	11	based	base	VERB
ajsts-3210	355	12	approach	approach	NOUN
ajsts-3210	355	13	.	.	PUNCT
ajsts-3210	356	1	cloud	cloud	ADJ
ajsts-3210	356	2	security	security	NOUN
ajsts-3210	356	3	:	:	PUNCT
ajsts-3210	356	4	techniques	technique	NOUN
ajsts-3210	356	5	and	and	CCONJ
ajsts-3210	356	6	applications	application	NOUN
ajsts-3210	356	7	,	,	PUNCT
ajsts-3210	356	8	1	1	NUM
ajsts-3210	356	9	,	,	PUNCT
ajsts-3210	356	10	1	1	NUM
ajsts-3210	356	11	.	.	NUM
ajsts-3210	356	12	nagasundaram	nagasundaram	NOUN
ajsts-3210	356	13	,	,	PUNCT
ajsts-3210	356	14	s.	s.	PROPN
ajsts-3210	356	15	,	,	PUNCT
ajsts-3210	356	16	bobinath	bobinath	ADV
ajsts-3210	356	17	,	,	PUNCT
ajsts-3210	356	18	b.	b.	PROPN
ajsts-3210	356	19	n.	n.	PROPN
ajsts-3210	356	20	,	,	PUNCT
ajsts-3210	356	21	shedthi	shedthi	PROPN
ajsts-3210	356	22	,	,	PUNCT
ajsts-3210	356	23	a.	a.	NOUN
ajsts-3210	356	24	,	,	PUNCT
ajsts-3210	356	25	rajalakshmi	rajalakshmi	NOUN
ajsts-3210	356	26	,	,	PUNCT
ajsts-3210	356	27	k.	k.	PROPN
ajsts-3210	356	28	,	,	PUNCT
ajsts-3210	356	29	&	&	CCONJ
ajsts-3210	356	30	humnekar	humnekar	PROPN
ajsts-3210	356	31	,	,	PUNCT
ajsts-3210	356	32	t.	t.	PROPN
ajsts-3210	356	33	d.	d.	PROPN
ajsts-3210	356	34	(	(	PUNCT
ajsts-3210	356	35	2023	2023	NUM
ajsts-3210	356	36	)	)	PUNCT
ajsts-3210	356	37	.	.	PUNCT
ajsts-3210	357	1	analysis	analysis	NOUN
ajsts-3210	357	2	of	of	ADP
ajsts-3210	357	3	the	the	DET
ajsts-3210	357	4	requirement	requirement	NOUN
ajsts-3210	357	5	and	and	CCONJ
ajsts-3210	357	6	artificial	artificial	ADJ
ajsts-3210	357	7	intelligencebased	intelligencebase	VERB
ajsts-3210	357	8	resource	resource	NOUN
ajsts-3210	357	9	management	management	NOUN
ajsts-3210	357	10	system	system	NOUN
ajsts-3210	357	11	in	in	ADP
ajsts-3210	357	12	cloud	cloud	NOUN
ajsts-3210	357	13	.	.	PUNCT
ajsts-3210	358	1	in	in	ADP
ajsts-3210	358	2	9th	9th	ADJ
ajsts-3210	358	3	international	international	ADJ
ajsts-3210	358	4	conference	conference	NOUN
ajsts-3210	358	5	on	on	ADP
ajsts-3210	358	6	advanced	advanced	ADJ
ajsts-3210	358	7	computing	computing	NOUN
ajsts-3210	358	8	and	and	CCONJ
ajsts-3210	358	9	communication	communication	NOUN
ajsts-3210	358	10	systems	system	NOUN
ajsts-3210	358	11	(	(	PUNCT
ajsts-3210	358	12	icaccs	icaccs	NOUN
ajsts-3210	358	13	2023	2023	NUM
ajsts-3210	358	14	)	)	PUNCT
ajsts-3210	358	15	(	(	PUNCT
ajsts-3210	358	16	vol	vol	NOUN
ajsts-3210	358	17	.	.	NOUN
ajsts-3210	358	18	1	1	NUM
ajsts-3210	358	19	,	,	PUNCT
ajsts-3210	358	20	pp	pp	ADJ
ajsts-3210	358	21	.	.	PUNCT
ajsts-3210	358	22	2516	2516	NUM
ajsts-3210	358	23	-	-	SYM
ajsts-3210	358	24	2525	2525	NUM
ajsts-3210	358	25	)	)	PUNCT
ajsts-3210	358	26	.	.	PUNCT
ajsts-3210	359	1	ieee	ieee	PROPN
ajsts-3210	359	2	.	.	PUNCT
ajsts-3210	360	1	https://doi.org/10.1109/	https://doi.org/10.1109/	PROPN
ajsts-3210	361	1	icaccs57279.2023.10112940	icaccs57279.2023.10112940	ADJ
ajsts-3210	361	2	nagy	nagy	NOUN
ajsts-3210	361	3	,	,	PUNCT
ajsts-3210	361	4	m.	m.	NOUN
ajsts-3210	361	5	,	,	PUNCT
ajsts-3210	361	6	lăzăroiu	lăzăroiu	PROPN
ajsts-3210	361	7	,	,	PUNCT
ajsts-3210	361	8	g.	g.	PROPN
ajsts-3210	361	9	,	,	PUNCT
ajsts-3210	361	10	&	&	CCONJ
ajsts-3210	361	11	valaskova	valaskova	PROPN
ajsts-3210	361	12	,	,	PUNCT
ajsts-3210	361	13	k.	k.	PROPN
ajsts-3210	361	14	(	(	PUNCT
ajsts-3210	361	15	2023	2023	NUM
ajsts-3210	361	16	,	,	PUNCT
ajsts-3210	361	17	january	january	PROPN
ajsts-3210	361	18	28	28	NUM
ajsts-3210	361	19	)	)	PUNCT
ajsts-3210	361	20	.	.	PUNCT
ajsts-3210	362	1	machine	machine	NOUN
ajsts-3210	362	2	intelligence	intelligence	NOUN
ajsts-3210	362	3	and	and	CCONJ
ajsts-3210	362	4	autonomous	autonomous	ADJ
ajsts-3210	362	5	robotic	robotic	ADJ
ajsts-3210	362	6	technologies	technology	NOUN
ajsts-3210	362	7	in	in	ADP
ajsts-3210	362	8	the	the	DET
ajsts-3210	362	9	corporate	corporate	ADJ
ajsts-3210	362	10	context	context	NOUN
ajsts-3210	362	11	of	of	ADP
ajsts-3210	362	12	smes	sme	NOUN
ajsts-3210	362	13	:	:	PUNCT
ajsts-3210	362	14	deep	deep	ADJ
ajsts-3210	362	15	learning	learning	NOUN
ajsts-3210	362	16	and	and	CCONJ
ajsts-3210	362	17	virtual	virtual	ADJ
ajsts-3210	362	18	simulation	simulation	NOUN
ajsts-3210	362	19	algorithms	algorithm	NOUN
ajsts-3210	362	20	,	,	PUNCT
ajsts-3210	362	21	cyberphysical	cyberphysical	ADJ
ajsts-3210	362	22	production	production	NOUN
ajsts-3210	362	23	networks	network	NOUN
ajsts-3210	362	24	,	,	PUNCT
ajsts-3210	362	25	and	and	CCONJ
ajsts-3210	362	26	industry	industry	NOUN
ajsts-3210	362	27	4.0	4.0	NUM
ajsts-3210	362	28	-	-	PUNCT
ajsts-3210	362	29	based	base	VERB
ajsts-3210	362	30	manufacturing	manufacturing	NOUN
ajsts-3210	362	31	systems	system	NOUN
ajsts-3210	362	32	.	.	PUNCT
ajsts-3210	363	1	applied	apply	VERB
ajsts-3210	363	2	sciences	science	NOUN
ajsts-3210	363	3	,	,	PUNCT
ajsts-3210	363	4	13(3	13(3	NUM
ajsts-3210	363	5	)	)	PUNCT
ajsts-3210	363	6	,	,	PUNCT
ajsts-3210	363	7	1681	1681	NUM
ajsts-3210	363	8	.	.	PUNCT
ajsts-3210	364	1	https://doi.org/10.3390/app13031681	https://doi.org/10.3390/app13031681	X
ajsts-3210	364	2	pa	pa	PROPN
ajsts-3210	364	3	ge	ge	PROPN
ajsts-3210	364	4	24	24	NUM
ajsts-3210	364	5	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-3210	364	6	am	be	AUX
ajsts-3210	364	7	.	.	PUNCT
ajsts-3210	365	1	j.	j.	PROPN
ajsts-3210	365	2	smart	smart	PROPN
ajsts-3210	365	3	.	.	PUNCT
ajsts-3210	366	1	technol	technol	PROPN
ajsts-3210	366	2	.	.	PUNCT
ajsts-3210	366	3	solutions	solution	NOUN
ajsts-3210	366	4	3(2	3(2	NUM
ajsts-3210	366	5	)	)	PUNCT
ajsts-3210	366	6	13	13	NUM
ajsts-3210	366	7	-	-	SYM
ajsts-3210	366	8	24	24	NUM
ajsts-3210	366	9	,	,	PUNCT
ajsts-3210	366	10	2024	2024	NUM
ajsts-3210	366	11	nayak	nayak	PROPN
ajsts-3210	366	12	,	,	PUNCT
ajsts-3210	366	13	a.	a.	NOUN
ajsts-3210	366	14	,	,	PUNCT
ajsts-3210	366	15	patnaik	patnaik	PROPN
ajsts-3210	366	16	,	,	PUNCT
ajsts-3210	366	17	a.	a.	NOUN
ajsts-3210	366	18	,	,	PUNCT
ajsts-3210	366	19	satpathy	satpathy	NOUN
ajsts-3210	366	20	,	,	PUNCT
ajsts-3210	366	21	i.	i.	PROPN
ajsts-3210	366	22	,	,	PUNCT
ajsts-3210	366	23	&	&	CCONJ
ajsts-3210	366	24	patnaik	patnaik	PROPN
ajsts-3210	366	25	,	,	PUNCT
ajsts-3210	366	26	b.	b.	PROPN
ajsts-3210	366	27	c.	c.	PROPN
ajsts-3210	366	28	(	(	PUNCT
ajsts-3210	366	29	2024	2024	NUM
ajsts-3210	366	30	)	)	PUNCT
ajsts-3210	366	31	.	.	PUNCT
ajsts-3210	367	1	data	datum	NOUN
ajsts-3210	367	2	storage	storage	NOUN
ajsts-3210	367	3	and	and	CCONJ
ajsts-3210	367	4	transmission	transmission	NOUN
ajsts-3210	367	5	security	security	NOUN
ajsts-3210	367	6	in	in	ADP
ajsts-3210	367	7	the	the	DET
ajsts-3210	367	8	cloud	cloud	NOUN
ajsts-3210	367	9	:	:	PUNCT
ajsts-3210	367	10	the	the	DET
ajsts-3210	367	11	artificial	artificial	ADJ
ajsts-3210	367	12	intelligence	intelligence	NOUN
ajsts-3210	367	13	(	(	PUNCT
ajsts-3210	367	14	ai	ai	NOUN
ajsts-3210	367	15	)	)	PUNCT
ajsts-3210	367	16	edge	edge	NOUN
ajsts-3210	367	17	.	.	PUNCT
ajsts-3210	368	1	in	in	ADP
ajsts-3210	368	2	a.	a.	PROPN
ajsts-3210	368	3	nayak	nayak	PROPN
ajsts-3210	368	4	,	,	PUNCT
ajsts-3210	368	5	a.	a.	NOUN
ajsts-3210	368	6	patnaik	patnaik	PROPN
ajsts-3210	368	7	,	,	PUNCT
ajsts-3210	368	8	i.	i.	PROPN
ajsts-3210	368	9	satpathy	satpathy	PROPN
ajsts-3210	368	10	,	,	PUNCT
ajsts-3210	368	11	&	&	CCONJ
ajsts-3210	368	12	b.	b.	PROPN
ajsts-3210	368	13	c.	c.	PROPN
ajsts-3210	368	14	patnaik	patnaik	PROPN
ajsts-3210	368	15	(	(	PUNCT
ajsts-3210	368	16	eds	eds	PROPN
ajsts-3210	368	17	.	.	PUNCT
ajsts-3210	368	18	)	)	PUNCT
ajsts-3210	368	19	,	,	PUNCT
ajsts-3210	368	20	improving	improve	VERB
ajsts-3210	368	21	security	security	NOUN
ajsts-3210	368	22	,	,	PUNCT
ajsts-3210	368	23	privacy	privacy	NOUN
ajsts-3210	368	24	,	,	PUNCT
ajsts-3210	368	25	and	and	CCONJ
ajsts-3210	368	26	trust	trust	NOUN
ajsts-3210	368	27	in	in	ADP
ajsts-3210	368	28	cloud	cloud	NOUN
ajsts-3210	368	29	computing	compute	VERB
ajsts-3210	368	30	2024	2024	NUM
ajsts-3210	368	31	(	(	PUNCT
ajsts-3210	368	32	pp	pp	ADJ
ajsts-3210	368	33	.	.	PUNCT
ajsts-3210	368	34	194	194	NUM
ajsts-3210	368	35	-	-	SYM
ajsts-3210	368	36	212	212	NUM
ajsts-3210	368	37	)	)	PUNCT
ajsts-3210	368	38	.	.	PUNCT
ajsts-3210	369	1	igi	igi	PROPN
ajsts-3210	369	2	global	global	PROPN
ajsts-3210	369	3	.	.	PUNCT
ajsts-3210	370	1	https://doi.org/10.4018/9798-3693-1431-9.ch009	https://doi.org/10.4018/9798-3693-1431-9.ch009	PROPN
ajsts-3210	370	2	olabanji	olabanji	PROPN
ajsts-3210	370	3	,	,	PUNCT
ajsts-3210	370	4	d.	d.	PROPN
ajsts-3210	370	5	,	,	PUNCT
ajsts-3210	370	6	fitch	fitch	PROPN
ajsts-3210	370	7	,	,	PUNCT
ajsts-3210	370	8	t.	t.	PROPN
ajsts-3210	370	9	,	,	PUNCT
ajsts-3210	370	10	&	&	CCONJ
ajsts-3210	370	11	matthew	matthew	PROPN
ajsts-3210	370	12	,	,	PUNCT
ajsts-3210	370	13	o.	o.	PROPN
ajsts-3210	370	14	(	(	PUNCT
ajsts-3210	370	15	2023	2023	NUM
ajsts-3210	370	16	)	)	PUNCT
ajsts-3210	370	17	.	.	PUNCT
ajsts-3210	371	1	cloudnative	cloudnative	ADJ
ajsts-3210	371	2	architecture	architecture	NOUN
ajsts-3210	371	3	portability	portability	NOUN
ajsts-3210	371	4	framework	framework	NOUN
ajsts-3210	371	5	validation	validation	NOUN
ajsts-3210	371	6	and	and	CCONJ
ajsts-3210	371	7	implementation	implementation	NOUN
ajsts-3210	371	8	using	use	VERB
ajsts-3210	371	9	expert	expert	NOUN
ajsts-3210	371	10	system	system	NOUN
ajsts-3210	371	11	.	.	PUNCT
ajsts-3210	372	1	international	international	ADJ
ajsts-3210	372	2	journal	journal	PROPN
ajsts-3210	372	3	of	of	ADP
ajsts-3210	372	4	advanced	advanced	ADJ
ajsts-3210	372	5	studies	study	NOUN
ajsts-3210	372	6	in	in	ADP
ajsts-3210	372	7	computer	computer	NOUN
ajsts-3210	372	8	science	science	NOUN
ajsts-3210	372	9	and	and	CCONJ
ajsts-3210	372	10	engineering	engineering	NOUN
ajsts-3210	372	11	,	,	PUNCT
ajsts-3210	372	12	12(4	12(4	NUM
ajsts-3210	372	13	)	)	PUNCT
ajsts-3210	372	14	,	,	PUNCT
ajsts-3210	372	15	1	1	NUM
ajsts-3210	372	16	-	-	SYM
ajsts-3210	372	17	4	4	NUM
ajsts-3210	372	18	.	.	PUNCT
ajsts-3210	372	19	reátegui	reátegui	PROPN
ajsts-3210	372	20	,	,	PUNCT
ajsts-3210	372	21	j.	j.	PROPN
ajsts-3210	372	22	l.	l.	PROPN
ajsts-3210	372	23	,	,	PUNCT
ajsts-3210	372	24	&	&	CCONJ
ajsts-3210	372	25	herrera	herrera	PROPN
ajsts-3210	372	26	,	,	PUNCT
ajsts-3210	372	27	p.	p.	NOUN
ajsts-3210	372	28	c.	c.	PROPN
ajsts-3210	372	29	(	(	PUNCT
ajsts-3210	372	30	2021	2021	NUM
ajsts-3210	372	31	)	)	PUNCT
ajsts-3210	372	32	.	.	PUNCT
ajsts-3210	373	1	artificial	artificial	ADJ
ajsts-3210	373	2	intelligence	intelligence	NOUN
ajsts-3210	373	3	in	in	ADP
ajsts-3210	373	4	the	the	DET
ajsts-3210	373	5	assessment	assessment	NOUN
ajsts-3210	373	6	process	process	NOUN
ajsts-3210	373	7	of	of	ADP
ajsts-3210	373	8	moocs	mooc	NOUN
ajsts-3210	373	9	using	use	VERB
ajsts-3210	373	10	a	a	DET
ajsts-3210	373	11	cloud	cloud	ADJ
ajsts-3210	373	12	-	-	PUNCT
ajsts-3210	373	13	computing	compute	VERB
ajsts-3210	373	14	ecosystem	ecosystem	NOUN
ajsts-3210	373	15	.	.	PUNCT
ajsts-3210	374	1	in	in	ADP
ajsts-3210	374	2	2021	2021	NUM
ajsts-3210	374	3	ieee	ieee	NOUN
ajsts-3210	374	4	international	international	ADJ
ajsts-3210	374	5	conference	conference	NOUN
ajsts-3210	374	6	on	on	ADP
ajsts-3210	374	7	engineering	engineering	NOUN
ajsts-3210	374	8	,	,	PUNCT
ajsts-3210	374	9	technology	technology	NOUN
ajsts-3210	374	10	&	&	CCONJ
ajsts-3210	374	11	education	education	PROPN
ajsts-3210	374	12	(	(	PUNCT
ajsts-3210	374	13	tale	tale	NOUN
ajsts-3210	374	14	)	)	PUNCT
ajsts-3210	374	15	(	(	PUNCT
ajsts-3210	374	16	pp	pp	ADV
ajsts-3210	374	17	.	.	PUNCT
ajsts-3210	375	1	487	487	NUM
ajsts-3210	375	2	-	-	SYM
ajsts-3210	375	3	493	493	NUM
ajsts-3210	375	4	)	)	PUNCT
ajsts-3210	375	5	.	.	PUNCT
ajsts-3210	376	1	ieee	ieee	NOUN
ajsts-3210	376	2	.	.	PUNCT
ajsts-3210	377	1	https://doi	https://doi	PROPN
ajsts-3210	377	2	.	.	PUNCT
ajsts-3210	377	3	org/10.1109	org/10.1109	PROPN
ajsts-3210	377	4	/	/	SYM
ajsts-3210	377	5	tale51101.2021.9635760	tale51101.2021.9635760	PROPN
ajsts-3210	377	6	rommer	rommer	NOUN
ajsts-3210	377	7	,	,	PUNCT
ajsts-3210	377	8	d.	d.	PROPN
ajsts-3210	377	9	(	(	PUNCT
ajsts-3210	377	10	2020	2020	NUM
ajsts-3210	377	11	)	)	PUNCT
ajsts-3210	377	12	.	.	PUNCT
ajsts-3210	378	1	artificial	artificial	ADJ
ajsts-3210	378	2	intelligence	intelligence	NOUN
ajsts-3210	378	3	-	-	PUNCT
ajsts-3210	378	4	based	base	VERB
ajsts-3210	378	5	decisionmaking	decisionmake	VERB
ajsts-3210	378	6	algorithms	algorithm	NOUN
ajsts-3210	378	7	,	,	PUNCT
ajsts-3210	378	8	industrial	industrial	ADJ
ajsts-3210	378	9	big	big	ADJ
ajsts-3210	378	10	data	datum	NOUN
ajsts-3210	378	11	,	,	PUNCT
ajsts-3210	378	12	and	and	CCONJ
ajsts-3210	378	13	smart	smart	ADJ
ajsts-3210	378	14	connected	connected	ADJ
ajsts-3210	378	15	sensors	sensor	NOUN
ajsts-3210	378	16	in	in	ADP
ajsts-3210	378	17	cloud	cloud	NOUN
ajsts-3210	378	18	-	-	PUNCT
ajsts-3210	378	19	based	base	VERB
ajsts-3210	378	20	cyber	cyber	NOUN
ajsts-3210	378	21	-	-	PUNCT
ajsts-3210	378	22	physical	physical	ADJ
ajsts-3210	378	23	manufacturing	manufacturing	NOUN
ajsts-3210	378	24	systems	system	NOUN
ajsts-3210	378	25	.	.	PUNCT
ajsts-3210	379	1	economics	economic	NOUN
ajsts-3210	379	2	,	,	PUNCT
ajsts-3210	379	3	management	management	NOUN
ajsts-3210	379	4	,	,	PUNCT
ajsts-3210	379	5	and	and	CCONJ
ajsts-3210	379	6	financial	financial	ADJ
ajsts-3210	379	7	markets	market	NOUN
ajsts-3210	379	8	,	,	PUNCT
ajsts-3210	379	9	15(1	15(1	NUM
ajsts-3210	379	10	)	)	PUNCT
ajsts-3210	379	11	,	,	PUNCT
ajsts-3210	379	12	40	40	NUM
ajsts-3210	379	13	-	-	SYM
ajsts-3210	379	14	46	46	NUM
ajsts-3210	379	15	.	.	PUNCT
ajsts-3210	379	16	sharma	sharma	PROPN
ajsts-3210	379	17	,	,	PUNCT
ajsts-3210	379	18	a.	a.	NOUN
ajsts-3210	379	19	,	,	PUNCT
ajsts-3210	379	20	verma	verma	PROPN
ajsts-3210	379	21	,	,	PUNCT
ajsts-3210	379	22	a.	a.	PROPN
ajsts-3210	379	23	,	,	PUNCT
ajsts-3210	379	24	malviya	malviya	PROPN
ajsts-3210	379	25	,	,	PUNCT
ajsts-3210	379	26	r.	r.	PROPN
ajsts-3210	379	27	,	,	PUNCT
ajsts-3210	379	28	&	&	CCONJ
ajsts-3210	379	29	sekar	sekar	PROPN
ajsts-3210	379	30	,	,	PUNCT
ajsts-3210	379	31	m.	m.	NOUN
ajsts-3210	379	32	(	(	PUNCT
ajsts-3210	379	33	2023	2023	NUM
ajsts-3210	379	34	,	,	PUNCT
ajsts-3210	379	35	march	march	PROPN
ajsts-3210	379	36	10	10	NUM
ajsts-3210	379	37	)	)	PUNCT
ajsts-3210	379	38	.	.	PUNCT
ajsts-3210	380	1	artificial	artificial	ADJ
ajsts-3210	380	2	-	-	PUNCT
ajsts-3210	380	3	intelligence	intelligence	NOUN
ajsts-3210	380	4	-	-	PUNCT
ajsts-3210	380	5	based	base	VERB
ajsts-3210	380	6	cloud	cloud	NOUN
ajsts-3210	380	7	computing	computing	NOUN
ajsts-3210	380	8	techniques	technique	NOUN
ajsts-3210	380	9	for	for	ADP
ajsts-3210	380	10	patient	patient	ADJ
ajsts-3210	380	11	data	datum	NOUN
ajsts-3210	380	12	management	management	NOUN
ajsts-3210	380	13	.	.	PUNCT
ajsts-3210	381	1	in	in	ADP
ajsts-3210	381	2	a.	a.	PROPN
ajsts-3210	381	3	sharma	sharma	PROPN
ajsts-3210	381	4	,	,	PUNCT
ajsts-3210	381	5	a.	a.	PROPN
ajsts-3210	381	6	verma	verma	PROPN
ajsts-3210	381	7	,	,	PUNCT
ajsts-3210	381	8	r.	r.	PROPN
ajsts-3210	381	9	malviya	malviya	PROPN
ajsts-3210	381	10	,	,	PUNCT
ajsts-3210	381	11	&	&	CCONJ
ajsts-3210	381	12	m.	m.	PROPN
ajsts-3210	381	13	sekar	sekar	PROPN
ajsts-3210	381	14	(	(	PUNCT
ajsts-3210	381	15	eds	ed	NOUN
ajsts-3210	381	16	.	.	PUNCT
ajsts-3210	381	17	)	)	PUNCT
ajsts-3210	381	18	,	,	PUNCT
ajsts-3210	381	19	artificial	artificial	ADJ
ajsts-3210	381	20	intelligence	intelligence	NOUN
ajsts-3210	381	21	for	for	ADP
ajsts-3210	381	22	health	health	NOUN
ajsts-3210	381	23	4.0	4.0	NUM
ajsts-3210	381	24	:	:	PUNCT
ajsts-3210	381	25	challenges	challenge	NOUN
ajsts-3210	381	26	and	and	CCONJ
ajsts-3210	381	27	applications	application	NOUN
ajsts-3210	381	28	(	(	PUNCT
ajsts-3210	381	29	pp	pp	ADJ
ajsts-3210	381	30	.	.	PUNCT
ajsts-3210	381	31	149	149	NUM
ajsts-3210	381	32	-	-	SYM
ajsts-3210	381	33	173	173	NUM
ajsts-3210	381	34	)	)	PUNCT
ajsts-3210	381	35	.	.	PUNCT
ajsts-3210	382	1	river	river	NOUN
ajsts-3210	382	2	publishers	publisher	NOUN
ajsts-3210	382	3	.	.	PUNCT
ajsts-3210	383	1	https://	https://	PROPN
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ajsts-3210	383	4	,	,	PUNCT
ajsts-3210	383	5	d.	d.	PROPN
ajsts-3210	383	6	,	,	PUNCT
ajsts-3210	383	7	&	&	CCONJ
ajsts-3210	383	8	kumar	kumar	PROPN
ajsts-3210	383	9	,	,	PUNCT
ajsts-3210	383	10	n.	n.	PROPN
ajsts-3210	383	11	(	(	PUNCT
ajsts-3210	383	12	eds	ed	NOUN
ajsts-3210	383	13	.	.	PUNCT
ajsts-3210	383	14	)	)	PUNCT
ajsts-3210	383	15	.	.	PUNCT
ajsts-3210	384	1	(	(	PUNCT
ajsts-3210	384	2	2023	2023	NUM
ajsts-3210	384	3	,	,	PUNCT
ajsts-3210	384	4	march	march	PROPN
ajsts-3210	384	5	16	16	NUM
ajsts-3210	384	6	)	)	PUNCT
ajsts-3210	384	7	.	.	PUNCT
ajsts-3210	385	1	artificial	artificial	ADJ
ajsts-3210	385	2	intelligence	intelligence	NOUN
ajsts-3210	385	3	in	in	ADP
ajsts-3210	385	4	cloud	cloud	NOUN
ajsts-3210	385	5	computing	computing	NOUN
ajsts-3210	385	6	.	.	PUNCT
ajsts-3210	386	1	in	in	ADP
ajsts-3210	386	2	artificial	artificial	ADJ
ajsts-3210	386	3	intelligence	intelligence	NOUN
ajsts-3210	386	4	in	in	ADP
ajsts-3210	386	5	cyber	cyber	ADJ
ajsts-3210	386	6	-	-	PUNCT
ajsts-3210	386	7	physical	physical	ADJ
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ajsts-3210	386	9	(	(	PUNCT
ajsts-3210	386	10	pp	pp	ADJ
ajsts-3210	386	11	.	.	PUNCT
ajsts-3210	387	1	51	51	NUM
ajsts-3210	387	2	-	-	SYM
ajsts-3210	387	3	73	73	NUM
ajsts-3210	387	4	)	)	PUNCT
ajsts-3210	387	5	.	.	PUNCT
ajsts-3210	388	1	crc	crc	PROPN
ajsts-3210	388	2	press	press	PROPN
ajsts-3210	388	3	.	.	PUNCT
ajsts-3210	389	1	thanka	thanka	PROPN
ajsts-3210	389	2	,	,	PUNCT
ajsts-3210	389	3	m.	m.	PROPN
ajsts-3210	389	4	r.	r.	PROPN
ajsts-3210	389	5	,	,	PUNCT
ajsts-3210	389	6	uma	uma	PROPN
ajsts-3210	389	7	maheswari	maheswari	PROPN
ajsts-3210	389	8	,	,	PUNCT
ajsts-3210	389	9	p.	p.	PROPN
ajsts-3210	389	10	,	,	PUNCT
ajsts-3210	389	11	&	&	CCONJ
ajsts-3210	389	12	edwin	edwin	PROPN
ajsts-3210	389	13	,	,	PUNCT
ajsts-3210	389	14	e.	e.	PROPN
ajsts-3210	389	15	b.	b.	PROPN
ajsts-3210	389	16	(	(	PUNCT
ajsts-3210	389	17	2019	2019	NUM
ajsts-3210	389	18	,	,	PUNCT
ajsts-3210	389	19	september	september	PROPN
ajsts-3210	389	20	)	)	PUNCT
ajsts-3210	389	21	.	.	PUNCT
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ajsts-3210	390	2	improved	improved	ADJ
ajsts-3210	390	3	efficient	efficient	ADJ
ajsts-3210	390	4	:	:	PUNCT
ajsts-3210	390	5	artificial	artificial	ADJ
ajsts-3210	390	6	bee	bee	NOUN
ajsts-3210	390	7	colony	colony	NOUN
ajsts-3210	390	8	algorithm	algorithm	NOUN
ajsts-3210	390	9	for	for	ADP
ajsts-3210	390	10	security	security	NOUN
ajsts-3210	390	11	and	and	CCONJ
ajsts-3210	390	12	qos	qos	PROPN
ajsts-3210	390	13	aware	aware	ADJ
ajsts-3210	390	14	scheduling	scheduling	NOUN
ajsts-3210	390	15	in	in	ADP
ajsts-3210	390	16	cloud	cloud	NOUN
ajsts-3210	390	17	computing	computing	NOUN
ajsts-3210	390	18	environment	environment	NOUN
ajsts-3210	390	19	.	.	PUNCT
ajsts-3210	391	1	cluster	cluster	NOUN
ajsts-3210	391	2	computing	computing	NOUN
ajsts-3210	391	3	,	,	PUNCT
ajsts-3210	391	4	22(suppl	22(suppl	NUM
ajsts-3210	391	5	5	5	NUM
ajsts-3210	391	6	)	)	PUNCT
ajsts-3210	391	7	,	,	PUNCT
ajsts-3210	391	8	10905	10905	NUM
ajsts-3210	391	9	-	-	SYM
ajsts-3210	391	10	10913	10913	NUM
ajsts-3210	391	11	.	.	PUNCT
ajsts-3210	392	1	tuli	tuli	NOUN
ajsts-3210	392	2	,	,	PUNCT
ajsts-3210	392	3	s.	s.	PROPN
ajsts-3210	392	4	,	,	PUNCT
ajsts-3210	392	5	gill	gill	PROPN
ajsts-3210	392	6	,	,	PUNCT
ajsts-3210	392	7	s.	s.	PROPN
ajsts-3210	392	8	s.	s.	PROPN
ajsts-3210	392	9	,	,	PUNCT
ajsts-3210	392	10	xu	xu	PROPN
ajsts-3210	392	11	,	,	PUNCT
ajsts-3210	392	12	m.	m.	NOUN
ajsts-3210	392	13	,	,	PUNCT
ajsts-3210	392	14	garraghan	garraghan	PROPN
ajsts-3210	392	15	,	,	PUNCT
ajsts-3210	392	16	p.	p.	PROPN
ajsts-3210	392	17	,	,	PUNCT
ajsts-3210	392	18	bahsoon	bahsoon	PROPN
ajsts-3210	392	19	,	,	PUNCT
ajsts-3210	392	20	r.	r.	PROPN
ajsts-3210	392	21	,	,	PUNCT
ajsts-3210	392	22	dustdar	dustdar	NOUN
ajsts-3210	392	23	,	,	PUNCT
ajsts-3210	392	24	s.	s.	PROPN
ajsts-3210	392	25	,	,	PUNCT
ajsts-3210	392	26	sakellariou	sakellariou	PROPN
ajsts-3210	392	27	,	,	PUNCT
ajsts-3210	392	28	r.	r.	PROPN
ajsts-3210	392	29	,	,	PUNCT
ajsts-3210	392	30	rana	rana	PROPN
ajsts-3210	392	31	,	,	PUNCT
ajsts-3210	392	32	o.	o.	PROPN
ajsts-3210	392	33	,	,	PUNCT
ajsts-3210	392	34	buyya	buyya	PROPN
ajsts-3210	392	35	,	,	PUNCT
ajsts-3210	392	36	r.	r.	PROPN
ajsts-3210	392	37	,	,	PUNCT
ajsts-3210	392	38	casale	casale	NOUN
ajsts-3210	392	39	,	,	PUNCT
ajsts-3210	392	40	g.	g.	PROPN
ajsts-3210	392	41	,	,	PUNCT
ajsts-3210	392	42	&	&	CCONJ
ajsts-3210	392	43	jennings	jennings	PROPN
ajsts-3210	392	44	,	,	PUNCT
ajsts-3210	392	45	n.	n.	PROPN
ajsts-3210	392	46	r.	r.	PROPN
ajsts-3210	392	47	(	(	PUNCT
ajsts-3210	392	48	2022	2022	NUM
ajsts-3210	392	49	,	,	PUNCT
ajsts-3210	392	50	february	february	PROPN
ajsts-3210	392	51	1	1	NUM
ajsts-3210	392	52	)	)	PUNCT
ajsts-3210	392	53	.	.	PUNCT
ajsts-3210	393	1	hunter	hunter	NOUN
ajsts-3210	393	2	:	:	PUNCT
ajsts-3210	393	3	ai	ai	AUX
ajsts-3210	393	4	based	base	VERB
ajsts-3210	393	5	holistic	holistic	ADJ
ajsts-3210	393	6	resource	resource	NOUN
ajsts-3210	393	7	management	management	NOUN
ajsts-3210	393	8	for	for	ADP
ajsts-3210	393	9	sustainable	sustainable	ADJ
ajsts-3210	393	10	cloud	cloud	NOUN
ajsts-3210	393	11	computing	computing	NOUN
ajsts-3210	393	12	.	.	PUNCT
ajsts-3210	394	1	journal	journal	PROPN
ajsts-3210	394	2	of	of	ADP
ajsts-3210	394	3	systems	system	NOUN
ajsts-3210	394	4	and	and	CCONJ
ajsts-3210	394	5	software	software	NOUN
ajsts-3210	394	6	,	,	PUNCT
ajsts-3210	394	7	184	184	NUM
ajsts-3210	394	8	,	,	PUNCT
ajsts-3210	394	9	111124	111124	NUM
ajsts-3210	394	10	.	.	PUNCT
ajsts-3210	395	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajsts-3210	395	2	.	.	PUNCT
ajsts-3210	396	1	jss.2021.111124	jss.2021.111124	PROPN
ajsts-3210	396	2	vähäkainu	vähäkainu	NOUN
ajsts-3210	396	3	,	,	PUNCT
ajsts-3210	396	4	p.	p.	NOUN
ajsts-3210	396	5	,	,	PUNCT
ajsts-3210	396	6	lehto	lehto	NOUN
ajsts-3210	396	7	,	,	PUNCT
ajsts-3210	396	8	m.	m.	NOUN
ajsts-3210	396	9	,	,	PUNCT
ajsts-3210	396	10	kariluoto	kariluoto	PROPN
ajsts-3210	396	11	,	,	PUNCT
ajsts-3210	396	12	a.	a.	PROPN
ajsts-3210	396	13	,	,	PUNCT
ajsts-3210	396	14	&	&	CCONJ
ajsts-3210	396	15	ojalainen	ojalainen	PROPN
ajsts-3210	396	16	,	,	PUNCT
ajsts-3210	396	17	a.	a.	NOUN
ajsts-3210	396	18	(	(	PUNCT
ajsts-3210	396	19	2020	2020	NUM
ajsts-3210	396	20	)	)	PUNCT
ajsts-3210	396	21	.	.	PUNCT
ajsts-3210	397	1	artificial	artificial	ADJ
ajsts-3210	397	2	intelligence	intelligence	NOUN
ajsts-3210	397	3	in	in	ADP
ajsts-3210	397	4	protecting	protect	VERB
ajsts-3210	397	5	smart	smart	ADJ
ajsts-3210	397	6	building	building	NOUN
ajsts-3210	397	7	’s	’s	PART
ajsts-3210	397	8	cloud	cloud	PROPN
ajsts-3210	397	9	service	service	NOUN
ajsts-3210	397	10	infrastructure	infrastructure	NOUN
ajsts-3210	397	11	from	from	ADP
ajsts-3210	397	12	cyberattacks	cyberattack	NOUN
ajsts-3210	397	13	.	.	PUNCT
ajsts-3210	398	1	in	in	ADP
ajsts-3210	398	2	cyber	cyber	PROPN
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ajsts-3210	398	4	in	in	ADP
ajsts-3210	398	5	the	the	DET
ajsts-3210	398	6	age	age	NOUN
ajsts-3210	398	7	of	of	ADP
ajsts-3210	398	8	ai	ai	PROPN
ajsts-3210	398	9	,	,	PUNCT
ajsts-3210	398	10	smart	smart	ADJ
ajsts-3210	398	11	societies	society	NOUN
ajsts-3210	398	12	and	and	CCONJ
ajsts-3210	398	13	augmented	augment	VERB
ajsts-3210	398	14	humanity	humanity	NOUN
ajsts-3210	398	15	(	(	PUNCT
ajsts-3210	398	16	pp	pp	ADJ
ajsts-3210	398	17	.	.	PUNCT
ajsts-3210	399	1	289	289	NUM
ajsts-3210	399	2	-	-	SYM
ajsts-3210	399	3	315	315	NUM
ajsts-3210	399	4	)	)	PUNCT
ajsts-3210	399	5	.	.	PUNCT
ajsts-3210	400	1	wang	wang	PROPN
ajsts-3210	400	2	,	,	PUNCT
ajsts-3210	400	3	w.	w.	PROPN
ajsts-3210	400	4	,	,	PUNCT
ajsts-3210	400	5	zhang	zhang	PROPN
ajsts-3210	400	6	,	,	PUNCT
ajsts-3210	400	7	y.	y.	PROPN
ajsts-3210	400	8	,	,	PUNCT
ajsts-3210	400	9	liu	liu	PROPN
ajsts-3210	400	10	,	,	PUNCT
ajsts-3210	400	11	q.	q.	PROPN
ajsts-3210	400	12	,	,	PUNCT
ajsts-3210	400	13	wang	wang	PROPN
ajsts-3210	400	14	,	,	PUNCT
ajsts-3210	400	15	t.	t.	PROPN
ajsts-3210	400	16	,	,	PUNCT
ajsts-3210	400	17	&	&	CCONJ
ajsts-3210	400	18	jia	jia	PROPN
ajsts-3210	400	19	,	,	PUNCT
ajsts-3210	400	20	w.	w.	PROPN
ajsts-3210	400	21	(	(	PUNCT
ajsts-3210	400	22	2024	2024	NUM
ajsts-3210	400	23	,	,	PUNCT
ajsts-3210	400	24	april	april	PROPN
ajsts-3210	400	25	3	3	NUM
ajsts-3210	400	26	)	)	PUNCT
ajsts-3210	400	27	.	.	PUNCT
ajsts-3210	401	1	edge	edge	NOUN
ajsts-3210	401	2	-	-	PUNCT
ajsts-3210	401	3	intelligence	intelligence	NOUN
ajsts-3210	401	4	-	-	PUNCT
ajsts-3210	401	5	based	base	VERB
ajsts-3210	401	6	computation	computation	NOUN
ajsts-3210	401	7	offloading	offload	VERB
ajsts-3210	401	8	technology	technology	NOUN
ajsts-3210	401	9	for	for	ADP
ajsts-3210	401	10	distributed	distributed	ADJ
ajsts-3210	401	11	internet	internet	NOUN
ajsts-3210	401	12	of	of	ADP
ajsts-3210	401	13	unmanned	unmanned	ADJ
ajsts-3210	401	14	aerial	aerial	ADJ
ajsts-3210	401	15	vehicles	vehicle	NOUN
ajsts-3210	401	16	.	.	PUNCT
ajsts-3210	402	1	ieee	ieee	NOUN
ajsts-3210	402	2	internet	internet	NOUN
ajsts-3210	402	3	of	of	ADP
ajsts-3210	402	4	things	thing	NOUN
ajsts-3210	402	5	journal	journal	NOUN
ajsts-3210	402	6	.	.	PUNCT
ajsts-3210	403	1	https://doi.org/10.1109/jiot.2024.3383896	https://doi.org/10.1109/jiot.2024.3383896	PROPN
ajsts-3210	403	2	yahia	yahia	PROPN
ajsts-3210	403	3	,	,	PUNCT
ajsts-3210	403	4	h.	h.	PROPN
ajsts-3210	403	5	s.	s.	PROPN
ajsts-3210	403	6	,	,	PUNCT
ajsts-3210	403	7	zeebaree	zeebaree	PROPN
ajsts-3210	403	8	,	,	PUNCT
ajsts-3210	403	9	s.	s.	PROPN
ajsts-3210	403	10	r.	r.	PROPN
ajsts-3210	403	11	,	,	PUNCT
ajsts-3210	403	12	sadeeq	sadeeq	NOUN
ajsts-3210	403	13	,	,	PUNCT
ajsts-3210	403	14	m.	m.	NOUN
ajsts-3210	403	15	a.	a.	PROPN
ajsts-3210	403	16	,	,	PUNCT
ajsts-3210	403	17	salim	salim	PROPN
ajsts-3210	403	18	,	,	PUNCT
ajsts-3210	403	19	n.	n.	PROPN
ajsts-3210	403	20	o.	o.	PROPN
ajsts-3210	403	21	,	,	PUNCT
ajsts-3210	403	22	kak	kak	PROPN
ajsts-3210	403	23	,	,	PUNCT
ajsts-3210	403	24	s.	s.	PROPN
ajsts-3210	403	25	f.	f.	PROPN
ajsts-3210	403	26	,	,	PUNCT
ajsts-3210	403	27	adel	adel	PROPN
ajsts-3210	403	28	,	,	PUNCT
ajsts-3210	403	29	a.	a.	PROPN
ajsts-3210	403	30	z.	z.	PROPN
ajsts-3210	403	31	,	,	PUNCT
ajsts-3210	403	32	salih	salih	PROPN
ajsts-3210	403	33	,	,	PUNCT
ajsts-3210	403	34	a.	a.	NOUN
ajsts-3210	403	35	a.	a.	PROPN
ajsts-3210	403	36	,	,	PUNCT
ajsts-3210	403	37	&	&	CCONJ
ajsts-3210	403	38	hussein	hussein	PROPN
ajsts-3210	403	39	,	,	PUNCT
ajsts-3210	403	40	h.	h.	PROPN
ajsts-3210	403	41	a.	a.	PROPN
ajsts-3210	403	42	(	(	PUNCT
ajsts-3210	403	43	2021	2021	NUM
ajsts-3210	403	44	,	,	PUNCT
ajsts-3210	403	45	may	may	AUX
ajsts-3210	403	46	)	)	PUNCT
ajsts-3210	403	47	.	.	PUNCT
ajsts-3210	404	1	comprehensive	comprehensive	ADJ
ajsts-3210	404	2	survey	survey	NOUN
ajsts-3210	404	3	for	for	ADP
ajsts-3210	404	4	cloud	cloud	NOUN
ajsts-3210	404	5	computing	computing	NOUN
ajsts-3210	404	6	based	base	VERB
ajsts-3210	404	7	nature	nature	NOUN
ajsts-3210	404	8	-	-	PUNCT
ajsts-3210	404	9	inspired	inspire	VERB
ajsts-3210	404	10	algorithms	algorithms	NOUN
ajsts-3210	404	11	optimization	optimization	NOUN
ajsts-3210	404	12	scheduling	scheduling	NOUN
ajsts-3210	404	13	.	.	PUNCT
ajsts-3210	405	1	asian	asian	ADJ
ajsts-3210	405	2	journal	journal	PROPN
ajsts-3210	405	3	of	of	ADP
ajsts-3210	405	4	research	research	NOUN
ajsts-3210	405	5	in	in	ADP
ajsts-3210	405	6	computer	computer	NOUN
ajsts-3210	405	7	science	science	NOUN
ajsts-3210	405	8	,	,	PUNCT
ajsts-3210	405	9	8(2	8(2	NUM
ajsts-3210	405	10	)	)	PUNCT
ajsts-3210	405	11	,	,	PUNCT
ajsts-3210	405	12	1	1	NUM
ajsts-3210	405	13	-	-	SYM
ajsts-3210	405	14	6	6	NUM
ajsts-3210	405	15	.	.	X
ajsts-3210	406	1	zhang	zhang	PROPN
ajsts-3210	406	2	,	,	PUNCT
ajsts-3210	406	3	y.	y.	PROPN
ajsts-3210	406	4	,	,	PUNCT
ajsts-3210	406	5	&	&	CCONJ
ajsts-3210	406	6	yuen	yuen	PROPN
ajsts-3210	406	7	,	,	PUNCT
ajsts-3210	406	8	k.	k.	PROPN
ajsts-3210	406	9	v.	v.	PROPN
ajsts-3210	406	10	(	(	PUNCT
ajsts-3210	406	11	2022	2022	NUM
ajsts-3210	406	12	,	,	PUNCT
ajsts-3210	406	13	september	september	PROPN
ajsts-3210	406	14	)	)	PUNCT
ajsts-3210	406	15	.	.	PUNCT
ajsts-3210	407	1	review	review	NOUN
ajsts-3210	407	2	of	of	ADP
ajsts-3210	407	3	artificial	artificial	ADJ
ajsts-3210	407	4	intelligence	intelligence	NOUN
ajsts-3210	407	5	-	-	PUNCT
ajsts-3210	407	6	based	base	VERB
ajsts-3210	407	7	bridge	bridge	NOUN
ajsts-3210	407	8	damage	damage	NOUN
ajsts-3210	407	9	detection	detection	NOUN
ajsts-3210	407	10	.	.	PUNCT
ajsts-3210	408	1	advances	advance	NOUN
ajsts-3210	408	2	in	in	ADP
ajsts-3210	408	3	mechanical	mechanical	ADJ
ajsts-3210	408	4	engineering	engineering	NOUN
ajsts-3210	408	5	,	,	PUNCT
ajsts-3210	408	6	14(9	14(9	NUM
ajsts-3210	408	7	)	)	PUNCT
ajsts-3210	408	8	,	,	PUNCT
ajsts-3210	408	9	16878132221122770	16878132221122770	NUM
ajsts-3210	408	10	.	.	PUNCT
ajsts-3210	409	1	https://doi.org/10.1177/16878132221122770	https://doi.org/10.1177/16878132221122770	NOUN