id	sid	tid	token	lemma	pos
cana-948	1	1	communications	communication	NOUN
cana-948	1	2	on	on	ADP
cana-948	1	3	applied	apply	VERB
cana-948	1	4	nonlinear	nonlinear	ADJ
cana-948	1	5	analysis	analysis	NOUN
cana-948	1	6	issn	issn	NOUN
cana-948	1	7	:	:	PUNCT
cana-948	1	8	1074	1074	NUM
cana-948	1	9	-	-	PUNCT
cana-948	1	10	133x	133x	NUM
cana-948	1	11	vol	vol	NOUN
cana-948	1	12	31	31	NUM
cana-948	1	13	no	no	NOUN
cana-948	1	14	.	.	PUNCT
cana-948	2	1	4s	4s	NUM
cana-948	2	2	(	(	PUNCT
cana-948	2	3	2024	2024	NUM
cana-948	2	4	)	)	PUNCT
cana-948	2	5	530	530	NUM
cana-948	2	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-948	2	7	scientific	scientific	ADJ
cana-948	2	8	integration	integration	NOUN
cana-948	2	9	of	of	ADP
cana-948	2	10	operations	operation	NOUN
cana-948	2	11	research	research	NOUN
cana-948	2	12	and	and	CCONJ
cana-948	2	13	machine	machine	NOUN
cana-948	2	14	learning	learning	NOUN
cana-948	2	15	for	for	ADP
cana-948	2	16	data	datum	NOUN
cana-948	2	17	centre	centre	PROPN
cana-948	2	18	optimization	optimization	NOUN
cana-948	2	19	mr	mr	PROPN
cana-948	2	20	.	.	PROPN
cana-948	2	21	jagdish	jagdish	PROPN
cana-948	2	22	pimple1	pimple1	PROPN
cana-948	2	23	,	,	PUNCT
cana-948	2	24	kapil	kapil	PROPN
cana-948	2	25	n.	n.	PROPN
cana-948	2	26	vhatkar2	vhatkar2	PROPN
cana-948	2	27	,	,	PUNCT
cana-948	2	28	rachna	rachna	VERB
cana-948	2	29	k.	k.	PROPN
cana-948	2	30	somkunwar3	somkunwar3	PROPN
cana-948	2	31	,	,	PUNCT
cana-948	2	32	mrs	mrs	PROPN
cana-948	2	33	.	.	PROPN
cana-948	2	34	shital	shital	PROPN
cana-948	2	35	wadaganve4	wadaganve4	PROPN
cana-948	2	36	,	,	PUNCT
cana-948	2	37	deepali	deepali	ADJ
cana-948	2	38	baghel5	baghel5	PROPN
cana-948	2	39	,	,	PUNCT
cana-948	2	40	dr	dr	PROPN
cana-948	2	41	.	.	PROPN
cana-948	2	42	rajesh	rajesh	PROPN
cana-948	2	43	bharti6	bharti6	PROPN
cana-948	2	44	,	,	PUNCT
cana-948	2	45	dr	dr	PROPN
cana-948	2	46	.	.	PROPN
cana-948	2	47	vinod	vinod	PROPN
cana-948	2	48	kimbahune7	kimbahune7	PROPN
cana-948	3	1	1assistant	1assistant	NUM
cana-948	3	2	professor	professor	NOUN
cana-948	3	3	,	,	PUNCT
cana-948	3	4	st	st	PROPN
cana-948	3	5	.	.	PROPN
cana-948	3	6	vincent	vincent	PROPN
cana-948	3	7	pallotti	pallotti	PROPN
cana-948	3	8	college	college	PROPN
cana-948	3	9	of	of	ADP
cana-948	3	10	engineering	engineering	NOUN
cana-948	3	11	and	and	CCONJ
cana-948	3	12	technology	technology	NOUN
cana-948	3	13	,	,	PUNCT
cana-948	3	14	nagpur	nagpur	NOUN
cana-948	3	15	pimplejagdish@gmail.com	pimplejagdish@gmail.com	X
cana-948	4	1	2associate	2associate	NUM
cana-948	4	2	professor	professor	NOUN
cana-948	4	3	,	,	PUNCT
cana-948	4	4	department	department	NOUN
cana-948	4	5	of	of	ADP
cana-948	4	6	computer	computer	NOUN
cana-948	4	7	engineering	engineering	NOUN
cana-948	4	8	,	,	PUNCT
cana-948	4	9	dr	dr	PROPN
cana-948	4	10	.	.	PROPN
cana-948	4	11	d.	d.	PROPN
cana-948	4	12	y.	y.	PROPN
cana-948	4	13	patil	patil	PROPN
cana-948	4	14	institute	institute	PROPN
cana-948	4	15	of	of	ADP
cana-948	4	16	technology	technology	NOUN
cana-948	4	17	,	,	PUNCT
cana-948	4	18	pimpri	pimpri	NOUN
cana-948	4	19	,	,	PUNCT
cana-948	4	20	pune411018	pune411018	PROPN
cana-948	4	21	kapilnv@gmail.com	kapilnv@gmail.com	X
cana-948	5	1	3associate	3associate	NUM
cana-948	5	2	professor	professor	NOUN
cana-948	5	3	,	,	PUNCT
cana-948	5	4	department	department	NOUN
cana-948	5	5	of	of	ADP
cana-948	5	6	computer	computer	NOUN
cana-948	5	7	engineering	engineering	NOUN
cana-948	5	8	,	,	PUNCT
cana-948	5	9	dr	dr	PROPN
cana-948	5	10	.	.	PROPN
cana-948	5	11	d.	d.	PROPN
cana-948	5	12	y.	y.	PROPN
cana-948	5	13	patil	patil	PROPN
cana-948	5	14	institute	institute	PROPN
cana-948	5	15	of	of	ADP
cana-948	5	16	technology	technology	NOUN
cana-948	5	17	,	,	PUNCT
cana-948	5	18	pimpri	pimpri	NOUN
cana-948	5	19	,	,	PUNCT
cana-948	5	20	pune	pune	NOUN
cana-948	5	21	rachnasomkunwar12@gmail.com	rachnasomkunwar12@gmail.com	PROPN
cana-948	5	22	4assistant	4assistant	NUM
cana-948	5	23	professor	professor	NOUN
cana-948	5	24	,	,	PUNCT
cana-948	5	25	international	international	PROPN
cana-948	5	26	institute	institute	PROPN
cana-948	5	27	of	of	ADP
cana-948	5	28	information	information	NOUN
cana-948	5	29	technology	technology	NOUN
cana-948	5	30	,	,	PUNCT
cana-948	5	31	hinjewadi	hinjewadi	NOUN
cana-948	5	32	,	,	PUNCT
cana-948	5	33	pune	pune	NOUN
cana-948	5	34	shitalwadaganve15@gmail.com	shitalwadaganve15@gmail.com	PROPN
cana-948	6	1	5asst	5asst	NUM
cana-948	6	2	professor	professor	NOUN
cana-948	6	3	,	,	PUNCT
cana-948	6	4	ballarpur	ballarpur	NOUN
cana-948	6	5	institute	institute	NOUN
cana-948	6	6	of	of	ADP
cana-948	6	7	technology	technology	NOUN
cana-948	6	8	,	,	PUNCT
cana-948	6	9	ballarpur	ballarpur	VERB
cana-948	6	10	deepalikhatwar@gmail.com	deepalikhatwar@gmail.com	X
cana-948	6	11	6assistant	6assistant	NUM
cana-948	6	12	professor	professor	NOUN
cana-948	6	13	,	,	PUNCT
cana-948	6	14	department	department	NOUN
cana-948	6	15	of	of	ADP
cana-948	6	16	computer	computer	NOUN
cana-948	6	17	engineering	engineering	NOUN
cana-948	6	18	,	,	PUNCT
cana-948	6	19	dr	dr	PROPN
cana-948	6	20	.	.	PROPN
cana-948	6	21	d.	d.	PROPN
cana-948	6	22	y.	y.	PROPN
cana-948	6	23	patil	patil	PROPN
cana-948	6	24	institute	institute	PROPN
cana-948	6	25	of	of	ADP
cana-948	6	26	technology	technology	NOUN
cana-948	6	27	,	,	PUNCT
cana-948	6	28	pimpri	pimpri	NOUN
cana-948	6	29	,	,	PUNCT
cana-948	6	30	pune-411018	pune-411018	NOUN
cana-948	6	31	rdbharati@gmail.com	rdbharati@gmail.com	X
cana-948	6	32	7professor	7professor	NUM
cana-948	6	33	,	,	PUNCT
cana-948	6	34	dr	dr	PROPN
cana-948	6	35	.	.	PROPN
cana-948	6	36	d.	d.	PROPN
cana-948	6	37	y.	y.	PROPN
cana-948	6	38	patil	patil	PROPN
cana-948	6	39	institute	institute	PROPN
cana-948	6	40	of	of	ADP
cana-948	6	41	technology	technology	NOUN
cana-948	6	42	,	,	PUNCT
cana-948	6	43	pimpri	pimpri	NOUN
cana-948	6	44	,	,	PUNCT
cana-948	6	45	pune	pune	NOUN
cana-948	6	46	vinod.kimbahune@dypvp.edu.in	vinod.kimbahune@dypvp.edu.in	NOUN
cana-948	6	47	article	article	NOUN
cana-948	6	48	history	history	NOUN
cana-948	6	49	:	:	PUNCT
cana-948	6	50	received	receive	VERB
cana-948	6	51	:	:	PUNCT
cana-948	6	52	19	19	NUM
cana-948	6	53	-	-	PUNCT
cana-948	6	54	04	04	NUM
cana-948	6	55	-	-	PUNCT
cana-948	6	56	2024	2024	NUM
cana-948	6	57	revised	revise	VERB
cana-948	6	58	:	:	PUNCT
cana-948	6	59	08	08	NUM
cana-948	6	60	-	-	SYM
cana-948	6	61	06	06	NUM
cana-948	6	62	-	-	PUNCT
cana-948	6	63	2024	2024	NUM
cana-948	6	64	accepted	accept	VERB
cana-948	6	65	:	:	PUNCT
cana-948	6	66	21	21	NUM
cana-948	6	67	-	-	SYM
cana-948	6	68	06	06	NUM
cana-948	6	69	-	-	PUNCT
cana-948	6	70	2024	2024	NUM
cana-948	6	71	abstract	abstract	NOUN
cana-948	6	72	:	:	PUNCT
cana-948	6	73	in	in	ADP
cana-948	6	74	this	this	DET
cana-948	6	75	study	study	NOUN
cana-948	6	76	,	,	PUNCT
cana-948	6	77	we	we	PRON
cana-948	6	78	explore	explore	VERB
cana-948	6	79	how	how	SCONJ
cana-948	6	80	to	to	PART
cana-948	6	81	optimize	optimize	VERB
cana-948	6	82	data	datum	NOUN
cana-948	6	83	center	center	NOUN
cana-948	6	84	operations	operation	NOUN
cana-948	6	85	by	by	ADP
cana-948	6	86	combining	combine	VERB
cana-948	6	87	operations	operation	NOUN
cana-948	6	88	research	research	NOUN
cana-948	6	89	(	(	PUNCT
cana-948	6	90	or	or	CCONJ
cana-948	6	91	)	)	PUNCT
cana-948	6	92	and	and	CCONJ
cana-948	6	93	machine	machine	NOUN
cana-948	6	94	learning	learning	NOUN
cana-948	6	95	(	(	PUNCT
cana-948	6	96	ml	ml	NOUN
cana-948	6	97	)	)	PUNCT
cana-948	6	98	methodologies	methodology	NOUN
cana-948	6	99	with	with	ADP
cana-948	6	100	pythonbased	pythonbase	VERB
cana-948	6	101	categorization	categorization	NOUN
cana-948	6	102	algorithms	algorithm	NOUN
cana-948	6	103	.	.	PUNCT
cana-948	7	1	using	use	VERB
cana-948	7	2	scikit	scikit	NOUN
cana-948	7	3	-	-	PUNCT
cana-948	7	4	learn	learn	VERB
cana-948	7	5	and	and	CCONJ
cana-948	7	6	tensorflow	tensorflow	NOUN
cana-948	7	7	,	,	PUNCT
cana-948	7	8	two	two	NUM
cana-948	7	9	python	python	NOUN
cana-948	7	10	libraries	library	NOUN
cana-948	7	11	,	,	PUNCT
cana-948	7	12	we	we	PRON
cana-948	7	13	investigate	investigate	VERB
cana-948	7	14	how	how	SCONJ
cana-948	7	15	ml	ml	NOUN
cana-948	7	16	algorithms	algorithm	NOUN
cana-948	7	17	might	might	AUX
cana-948	7	18	be	be	AUX
cana-948	7	19	integrated	integrate	VERB
cana-948	7	20	with	with	ADP
cana-948	7	21	or	or	CCONJ
cana-948	7	22	techniques	technique	NOUN
cana-948	7	23	like	like	ADP
cana-948	7	24	queuing	queue	VERB
cana-948	7	25	theory	theory	NOUN
cana-948	7	26	and	and	CCONJ
cana-948	7	27	linear	linear	PROPN
cana-948	7	28	programming	programming	NOUN
cana-948	7	29	to	to	PART
cana-948	7	30	forecast	forecast	VERB
cana-948	7	31	workloads	workload	NOUN
cana-948	7	32	and	and	CCONJ
cana-948	7	33	allocate	allocate	ADJ
cana-948	7	34	resources	resource	NOUN
cana-948	7	35	more	more	ADV
cana-948	7	36	effectively	effectively	ADV
cana-948	7	37	.	.	PUNCT
cana-948	8	1	problems	problem	NOUN
cana-948	8	2	with	with	ADP
cana-948	8	3	scheduling	scheduling	NOUN
cana-948	8	4	workloads	workload	NOUN
cana-948	8	5	,	,	PUNCT
cana-948	8	6	allocating	allocate	VERB
cana-948	8	7	resources	resource	NOUN
cana-948	8	8	,	,	PUNCT
cana-948	8	9	and	and	CCONJ
cana-948	8	10	managing	manage	VERB
cana-948	8	11	energy	energy	NOUN
cana-948	8	12	consumption	consumption	NOUN
cana-948	8	13	are	be	AUX
cana-948	8	14	at	at	ADP
cana-948	8	15	the	the	DET
cana-948	8	16	heart	heart	NOUN
cana-948	8	17	of	of	ADP
cana-948	8	18	our	our	PRON
cana-948	8	19	research	research	NOUN
cana-948	8	20	into	into	ADP
cana-948	8	21	data	datum	NOUN
cana-948	8	22	center	center	NOUN
cana-948	8	23	optimization	optimization	NOUN
cana-948	8	24	.	.	PUNCT
cana-948	9	1	the	the	DET
cana-948	9	2	goal	goal	NOUN
cana-948	9	3	of	of	ADP
cana-948	9	4	this	this	DET
cana-948	9	5	comprehensive	comprehensive	ADJ
cana-948	9	6	framework	framework	NOUN
cana-948	9	7	is	be	AUX
cana-948	9	8	to	to	PART
cana-948	9	9	create	create	VERB
cana-948	9	10	more	more	ADV
cana-948	9	11	effective	effective	ADJ
cana-948	9	12	and	and	CCONJ
cana-948	9	13	environmentally	environmentally	ADV
cana-948	9	14	friendly	friendly	ADJ
cana-948	9	15	data	datum	NOUN
cana-948	9	16	centre	centre	NOUN
cana-948	9	17	operations	operation	NOUN
cana-948	9	18	by	by	ADP
cana-948	9	19	systematically	systematically	ADV
cana-948	9	20	evaluating	evaluate	VERB
cana-948	9	21	pythonbased	pythonbase	VERB
cana-948	9	22	categorization	categorization	NOUN
cana-948	9	23	models	model	NOUN
cana-948	9	24	in	in	ADP
cana-948	9	25	response	response	NOUN
cana-948	9	26	to	to	ADP
cana-948	9	27	changing	change	VERB
cana-948	9	28	workload	workload	NOUN
cana-948	9	29	demands	demand	NOUN
cana-948	9	30	and	and	CCONJ
cana-948	9	31	environmental	environmental	ADJ
cana-948	9	32	circumstances	circumstance	NOUN
cana-948	9	33	.	.	PUNCT
cana-948	10	1	introduction	introduction	NOUN
cana-948	10	2	:	:	PUNCT
cana-948	10	3	the	the	DET
cana-948	10	4	backbone	backbone	NOUN
cana-948	10	5	of	of	ADP
cana-948	10	6	our	our	PRON
cana-948	10	7	digital	digital	ADJ
cana-948	10	8	infrastructure	infrastructure	NOUN
cana-948	10	9	,	,	PUNCT
cana-948	10	10	data	datum	NOUN
cana-948	10	11	centers	center	NOUN
cana-948	10	12	stand	stand	VERB
cana-948	10	13	tall	tall	ADJ
cana-948	10	14	in	in	ADP
cana-948	10	15	the	the	DET
cana-948	10	16	ever	ever	ADV
cana-948	10	17	-	-	PUNCT
cana-948	10	18	changing	change	VERB
cana-948	10	19	world	world	NOUN
cana-948	10	20	of	of	ADP
cana-948	10	21	contemporary	contemporary	ADJ
cana-948	10	22	technology	technology	PROPN
cana-948	10	23	.	.	PUNCT
cana-948	11	1	a	a	DET
cana-948	11	2	vast	vast	ADJ
cana-948	11	3	variety	variety	NOUN
cana-948	11	4	of	of	ADP
cana-948	11	5	online	online	ADJ
cana-948	11	6	services	service	NOUN
cana-948	11	7	,	,	PUNCT
cana-948	11	8	including	include	VERB
cana-948	11	9	social	social	ADJ
cana-948	11	10	media	medium	NOUN
cana-948	11	11	platforms	platform	NOUN
cana-948	11	12	,	,	PUNCT
cana-948	11	13	e	e	NOUN
cana-948	11	14	-	-	NOUN
cana-948	11	15	commerce	commerce	NOUN
cana-948	11	16	websites	website	NOUN
cana-948	11	17	,	,	PUNCT
cana-948	11	18	cloud	cloud	NOUN
cana-948	11	19	computing	computing	NOUN
cana-948	11	20	,	,	PUNCT
cana-948	11	21	and	and	CCONJ
cana-948	11	22	big	big	ADJ
cana-948	11	23	data	datum	NOUN
cana-948	11	24	analytics	analytic	NOUN
cana-948	11	25	,	,	PUNCT
cana-948	11	26	rely	rely	VERB
cana-948	11	27	on	on	ADP
cana-948	11	28	the	the	DET
cana-948	11	29	servers	server	NOUN
cana-948	11	30	,	,	PUNCT
cana-948	11	31	storage	storage	NOUN
cana-948	11	32	devices	device	NOUN
cana-948	11	33	,	,	PUNCT
cana-948	11	34	networking	network	VERB
cana-948	11	35	gear	gear	NOUN
cana-948	11	36	,	,	PUNCT
cana-948	11	37	and	and	CCONJ
cana-948	11	38	other	other	ADJ
cana-948	11	39	essential	essential	ADJ
cana-948	11	40	components	component	NOUN
cana-948	11	41	housed	house	VERB
cana-948	11	42	in	in	ADP
cana-948	11	43	these	these	DET
cana-948	11	44	expansive	expansive	ADJ
cana-948	11	45	facilities	facility	NOUN
cana-948	11	46	.	.	PUNCT
cana-948	12	1	meeting	meet	VERB
cana-948	12	2	the	the	DET
cana-948	12	3	ever	ever	ADV
cana-948	12	4	-	-	PUNCT
cana-948	12	5	increasing	increase	VERB
cana-948	12	6	demands	demand	NOUN
cana-948	12	7	for	for	ADP
cana-948	12	8	computational	computational	ADJ
cana-948	12	9	resources	resource	NOUN
cana-948	12	10	while	while	SCONJ
cana-948	12	11	simultaneously	simultaneously	ADV
cana-948	12	12	enhancing	enhance	VERB
cana-948	12	13	performance	performance	NOUN
cana-948	12	14	,	,	PUNCT
cana-948	12	15	efficiency	efficiency	NOUN
cana-948	12	16	,	,	PUNCT
cana-948	12	17	and	and	CCONJ
cana-948	12	18	cost	cost	NOUN
cana-948	12	19	-	-	PUNCT
cana-948	12	20	effectiveness	effectiveness	NOUN
cana-948	12	21	is	be	AUX
cana-948	12	22	a	a	DET
cana-948	12	23	daunting	daunting	ADJ
cana-948	12	24	task	task	NOUN
cana-948	12	25	for	for	ADP
cana-948	12	26	data	data	NOUN
cana-948	12	27	centers	center	NOUN
cana-948	12	28	,	,	PUNCT
cana-948	12	29	which	which	PRON
cana-948	12	30	are	be	AUX
cana-948	12	31	already	already	ADV
cana-948	12	32	struggling	struggle	VERB
cana-948	12	33	to	to	PART
cana-948	12	34	keep	keep	VERB
cana-948	12	35	up	up	ADP
cana-948	12	36	with	with	ADP
cana-948	12	37	the	the	DET
cana-948	12	38	exponential	exponential	ADJ
cana-948	12	39	growth	growth	NOUN
cana-948	12	40	in	in	ADP
cana-948	12	41	both	both	CCONJ
cana-948	12	42	the	the	DET
cana-948	12	43	amount	amount	NOUN
cana-948	12	44	and	and	CCONJ
cana-948	12	45	complexity	complexity	NOUN
cana-948	12	46	of	of	ADP
cana-948	12	47	digital	digital	ADJ
cana-948	12	48	data	datum	NOUN
cana-948	12	49	.	.	PUNCT
cana-948	13	1	objectives	objective	NOUN
cana-948	13	2	:	:	PUNCT
cana-948	13	3	our	our	PRON
cana-948	13	4	goal	goal	NOUN
cana-948	13	5	in	in	ADP
cana-948	13	6	writing	write	VERB
cana-948	13	7	this	this	DET
cana-948	13	8	article	article	NOUN
cana-948	13	9	is	be	AUX
cana-948	13	10	to	to	PART
cana-948	13	11	delve	delve	VERB
cana-948	13	12	into	into	ADP
cana-948	13	13	the	the	DET
cana-948	13	14	ways	way	NOUN
cana-948	13	15	in	in	ADP
cana-948	13	16	which	which	PRON
cana-948	13	17	data	datum	NOUN
cana-948	13	18	center	center	NOUN
cana-948	13	19	optimization	optimization	NOUN
cana-948	13	20	intersects	intersect	NOUN
cana-948	13	21	with	with	ADP
cana-948	13	22	operations	operation	NOUN
cana-948	13	23	research	research	NOUN
cana-948	13	24	and	and	CCONJ
cana-948	13	25	machine	machine	NOUN
cana-948	13	26	learning	learning	NOUN
cana-948	13	27	.	.	PUNCT
cana-948	14	1	data	datum	NOUN
cana-948	14	2	communications	communication	NOUN
cana-948	14	3	on	on	ADP
cana-948	14	4	applied	apply	VERB
cana-948	14	5	nonlinear	nonlinear	ADJ
cana-948	14	6	analysis	analysis	NOUN
cana-948	14	7	issn	issn	NOUN
cana-948	14	8	:	:	PUNCT
cana-948	14	9	1074	1074	NUM
cana-948	14	10	-	-	PUNCT
cana-948	14	11	133x	133x	NUM
cana-948	14	12	vol	vol	NOUN
cana-948	14	13	31	31	NUM
cana-948	14	14	no	no	NOUN
cana-948	14	15	.	.	PUNCT
cana-948	15	1	4s	4s	NUM
cana-948	15	2	(	(	PUNCT
cana-948	15	3	2024	2024	NUM
cana-948	15	4	)	)	PUNCT
cana-948	15	5	531	531	NUM
cana-948	15	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	15	7	center	center	NOUN
cana-948	15	8	optimization	optimization	NOUN
cana-948	15	9	presents	present	VERB
cana-948	15	10	a	a	DET
cana-948	15	11	wide	wide	ADJ
cana-948	15	12	range	range	NOUN
cana-948	15	13	of	of	ADP
cana-948	15	14	problems	problem	NOUN
cana-948	15	15	,	,	PUNCT
cana-948	15	16	and	and	CCONJ
cana-948	15	17	this	this	DET
cana-948	15	18	course	course	NOUN
cana-948	15	19	will	will	AUX
cana-948	15	20	explore	explore	VERB
cana-948	15	21	the	the	DET
cana-948	15	22	theory	theory	NOUN
cana-948	15	23	,	,	PUNCT
cana-948	15	24	methods	method	NOUN
cana-948	15	25	,	,	PUNCT
cana-948	15	26	and	and	CCONJ
cana-948	15	27	best	good	ADJ
cana-948	15	28	practices	practice	NOUN
cana-948	15	29	for	for	ADP
cana-948	15	30	using	use	VERB
cana-948	15	31	or	or	CCONJ
cana-948	15	32	and	and	CCONJ
cana-948	15	33	ml	ml	X
cana-948	15	34	to	to	PART
cana-948	15	35	solve	solve	VERB
cana-948	15	36	these	these	DET
cana-948	15	37	problems	problem	NOUN
cana-948	15	38	.	.	PUNCT
cana-948	16	1	to	to	PART
cana-948	16	2	develop	develop	VERB
cana-948	16	3	an	an	DET
cana-948	16	4	integrated	integrate	VERB
cana-948	16	5	framework	framework	NOUN
cana-948	16	6	that	that	PRON
cana-948	16	7	combines	combine	VERB
cana-948	16	8	operations	operation	NOUN
cana-948	16	9	research	research	NOUN
cana-948	16	10	(	(	PUNCT
cana-948	16	11	or	or	CCONJ
cana-948	16	12	)	)	PUNCT
cana-948	16	13	and	and	CCONJ
cana-948	16	14	machine	machine	NOUN
cana-948	16	15	learning	learning	NOUN
cana-948	16	16	(	(	PUNCT
cana-948	16	17	ml	ml	NOUN
cana-948	16	18	)	)	PUNCT
cana-948	16	19	techniques	technique	NOUN
cana-948	16	20	to	to	PART
cana-948	16	21	optimize	optimize	VERB
cana-948	16	22	the	the	DET
cana-948	16	23	performance	performance	NOUN
cana-948	16	24	,	,	PUNCT
cana-948	16	25	energy	energy	NOUN
cana-948	16	26	efficiency	efficiency	NOUN
cana-948	16	27	,	,	PUNCT
cana-948	16	28	and	and	CCONJ
cana-948	16	29	reliability	reliability	NOUN
cana-948	16	30	of	of	ADP
cana-948	16	31	data	datum	NOUN
cana-948	16	32	centers	center	NOUN
cana-948	16	33	.	.	PUNCT
cana-948	17	1	methods	method	NOUN
cana-948	17	2	:	:	PUNCT
cana-948	17	3	optimization	optimization	NOUN
cana-948	17	4	strategies	strategy	NOUN
cana-948	17	5	that	that	PRON
cana-948	17	6	improve	improve	VERB
cana-948	17	7	data	datum	NOUN
cana-948	17	8	center	center	NOUN
cana-948	17	9	operations	operation	NOUN
cana-948	17	10	in	in	ADP
cana-948	17	11	terms	term	NOUN
cana-948	17	12	of	of	ADP
cana-948	17	13	performance	performance	NOUN
cana-948	17	14	,	,	PUNCT
cana-948	17	15	efficiency	efficiency	NOUN
cana-948	17	16	,	,	PUNCT
cana-948	17	17	and	and	CCONJ
cana-948	17	18	sustainability	sustainability	NOUN
cana-948	17	19	.	.	PUNCT
cana-948	18	1	these	these	DET
cana-948	18	2	proposed	propose	VERB
cana-948	18	3	strategies	strategy	NOUN
cana-948	18	4	make	make	VERB
cana-948	18	5	use	use	NOUN
cana-948	18	6	of	of	ADP
cana-948	18	7	both	both	CCONJ
cana-948	18	8	ol	ol	ADJ
cana-948	18	9	and	and	CCONJ
cana-948	18	10	ml	ml	ADP
cana-948	18	11	techniques	technique	NOUN
cana-948	18	12	.	.	PUNCT
cana-948	19	1	data	datum	NOUN
cana-948	19	2	center	center	PROPN
cana-948	19	3	operators	operator	NOUN
cana-948	19	4	can	can	AUX
cana-948	19	5	optimize	optimize	VERB
cana-948	19	6	resource	resource	NOUN
cana-948	19	7	allocation	allocation	NOUN
cana-948	19	8	,	,	PUNCT
cana-948	19	9	workload	workload	NOUN
cana-948	19	10	management	management	NOUN
cana-948	19	11	,	,	PUNCT
cana-948	19	12	temperature	temperature	NOUN
cana-948	19	13	control	control	NOUN
cana-948	19	14	,	,	PUNCT
cana-948	19	15	energy	energy	NOUN
cana-948	19	16	consumption	consumption	NOUN
cana-948	19	17	,	,	PUNCT
cana-948	19	18	and	and	CCONJ
cana-948	19	19	anomaly	anomaly	NOUN
cana-948	19	20	detection	detection	NOUN
cana-948	19	21	in	in	ADP
cana-948	19	22	real	real	ADJ
cana-948	19	23	-	-	PUNCT
cana-948	19	24	time	time	NOUN
cana-948	19	25	by	by	ADP
cana-948	19	26	formally	formally	ADV
cana-948	19	27	stating	state	VERB
cana-948	19	28	the	the	DET
cana-948	19	29	optimization	optimization	NOUN
cana-948	19	30	problem	problem	NOUN
cana-948	19	31	in	in	ADP
cana-948	19	32	a	a	DET
cana-948	19	33	mathematical	mathematical	ADJ
cana-948	19	34	framework	framework	NOUN
cana-948	19	35	.	.	PUNCT
cana-948	20	1	this	this	PRON
cana-948	20	2	allows	allow	VERB
cana-948	20	3	for	for	ADP
cana-948	20	4	informed	informed	ADJ
cana-948	20	5	decision	decision	NOUN
cana-948	20	6	-	-	PUNCT
cana-948	20	7	making	making	NOUN
cana-948	20	8	,	,	PUNCT
cana-948	20	9	systematic	systematic	ADJ
cana-948	20	10	analysis	analysis	NOUN
cana-948	20	11	of	of	ADP
cana-948	20	12	tradeoffs	tradeoff	NOUN
cana-948	20	13	,	,	PUNCT
cana-948	20	14	and	and	CCONJ
cana-948	20	15	the	the	DET
cana-948	20	16	implementation	implementation	NOUN
cana-948	20	17	of	of	ADP
cana-948	20	18	adaptive	adaptive	ADJ
cana-948	20	19	control	control	NOUN
cana-948	20	20	strategies	strategy	NOUN
cana-948	20	21	.	.	PUNCT
cana-948	21	1	results	result	NOUN
cana-948	21	2	:	:	PUNCT
cana-948	21	3	the	the	DET
cana-948	21	4	visualization	visualization	NOUN
cana-948	21	5	depicts	depict	VERB
cana-948	21	6	the	the	DET
cana-948	21	7	projected	project	VERB
cana-948	21	8	energy	energy	NOUN
cana-948	21	9	usage	usage	NOUN
cana-948	21	10	in	in	ADP
cana-948	21	11	terms	term	NOUN
cana-948	21	12	of	of	ADP
cana-948	21	13	bandwidth	bandwidth	NOUN
cana-948	21	14	for	for	ADP
cana-948	21	15	both	both	DET
cana-948	21	16	approaches	approach	NOUN
cana-948	21	17	,	,	PUNCT
cana-948	21	18	compared	compare	VERB
cana-948	21	19	to	to	ADP
cana-948	21	20	the	the	DET
cana-948	21	21	actual	actual	ADJ
cana-948	21	22	values	value	NOUN
cana-948	21	23	.	.	PUNCT
cana-948	22	1	in	in	ADP
cana-948	22	2	general	general	ADJ
cana-948	22	3	,	,	PUNCT
cana-948	22	4	although	although	SCONJ
cana-948	22	5	both	both	DET
cana-948	22	6	methods	method	NOUN
cana-948	22	7	demonstrate	demonstrate	VERB
cana-948	22	8	potential	potential	ADJ
cana-948	22	9	,	,	PUNCT
cana-948	22	10	additional	additional	ADJ
cana-948	22	11	refinement	refinement	NOUN
cana-948	22	12	and	and	CCONJ
cana-948	22	13	optimization	optimization	NOUN
cana-948	22	14	may	may	AUX
cana-948	22	15	be	be	AUX
cana-948	22	16	necessary	necessary	ADJ
cana-948	22	17	to	to	PART
cana-948	22	18	attain	attain	VERB
cana-948	22	19	superior	superior	ADJ
cana-948	22	20	outcomes	outcome	NOUN
cana-948	22	21	in	in	ADP
cana-948	22	22	real	real	ADJ
cana-948	22	23	-	-	PUNCT
cana-948	22	24	life	life	NOUN
cana-948	22	25	situations	situation	NOUN
cana-948	22	26	.	.	PUNCT
cana-948	23	1	this	this	DET
cana-948	23	2	discussion	discussion	NOUN
cana-948	23	3	presents	present	VERB
cana-948	23	4	an	an	DET
cana-948	23	5	analysis	analysis	NOUN
cana-948	23	6	of	of	ADP
cana-948	23	7	the	the	DET
cana-948	23	8	performance	performance	NOUN
cana-948	23	9	of	of	ADP
cana-948	23	10	both	both	DET
cana-948	23	11	procedures	procedure	NOUN
cana-948	23	12	and	and	CCONJ
cana-948	23	13	offers	offer	VERB
cana-948	23	14	insights	insight	NOUN
cana-948	23	15	into	into	ADP
cana-948	23	16	their	their	PRON
cana-948	23	17	respective	respective	ADJ
cana-948	23	18	strengths	strength	NOUN
cana-948	23	19	and	and	CCONJ
cana-948	23	20	shortcomings	shortcoming	NOUN
cana-948	23	21	,	,	PUNCT
cana-948	23	22	which	which	PRON
cana-948	23	23	can	can	AUX
cana-948	23	24	serve	serve	VERB
cana-948	23	25	as	as	ADP
cana-948	23	26	a	a	DET
cana-948	23	27	foundation	foundation	NOUN
cana-948	23	28	for	for	ADP
cana-948	23	29	further	further	ADJ
cana-948	23	30	investigation	investigation	NOUN
cana-948	23	31	or	or	CCONJ
cana-948	23	32	improvement	improvement	NOUN
cana-948	23	33	of	of	ADP
cana-948	23	34	the	the	DET
cana-948	23	35	approaches	approach	NOUN
cana-948	23	36	.	.	PUNCT
cana-948	24	1	conclusions	conclusion	NOUN
cana-948	24	2	:	:	PUNCT
cana-948	24	3	by	by	ADP
cana-948	24	4	using	use	VERB
cana-948	24	5	a	a	DET
cana-948	24	6	comprehensive	comprehensive	ADJ
cana-948	24	7	and	and	CCONJ
cana-948	24	8	multidisciplinary	multidisciplinary	ADJ
cana-948	24	9	approach	approach	NOUN
cana-948	24	10	,	,	PUNCT
cana-948	24	11	we	we	PRON
cana-948	24	12	can	can	AUX
cana-948	24	13	optimize	optimize	VERB
cana-948	24	14	data	data	NOUN
cana-948	24	15	centres	centre	NOUN
cana-948	24	16	in	in	ADP
cana-948	24	17	a	a	DET
cana-948	24	18	way	way	NOUN
cana-948	24	19	that	that	PRON
cana-948	24	20	boosts	boost	VERB
cana-948	24	21	efficiency	efficiency	NOUN
cana-948	24	22	and	and	CCONJ
cana-948	24	23	performance	performance	NOUN
cana-948	24	24	while	while	SCONJ
cana-948	24	25	simultaneously	simultaneously	ADV
cana-948	24	26	encouraging	encourage	VERB
cana-948	24	27	innovation	innovation	NOUN
cana-948	24	28	,	,	PUNCT
cana-948	24	29	resilience	resilience	NOUN
cana-948	24	30	,	,	PUNCT
cana-948	24	31	and	and	CCONJ
cana-948	24	32	sustainability	sustainability	NOUN
cana-948	24	33	in	in	ADP
cana-948	24	34	data	datum	NOUN
cana-948	24	35	centre	centre	NOUN
cana-948	24	36	operations	operation	NOUN
cana-948	24	37	.	.	PUNCT
cana-948	25	1	also	also	ADV
cana-948	25	2	,	,	PUNCT
cana-948	25	3	data	datum	NOUN
cana-948	25	4	center	center	NOUN
cana-948	25	5	gains	gain	NOUN
cana-948	25	6	in	in	ADP
cana-948	25	7	resource	resource	NOUN
cana-948	25	8	operators	operator	NOUN
cana-948	25	9	can	can	AUX
cana-948	25	10	achieve	achieve	VERB
cana-948	25	11	considerable	considerable	ADJ
cana-948	25	12	utilization	utilization	NOUN
cana-948	25	13	,	,	PUNCT
cana-948	25	14	energy	energy	NOUN
cana-948	25	15	efficiency	efficiency	NOUN
cana-948	25	16	,	,	PUNCT
cana-948	25	17	and	and	CCONJ
cana-948	25	18	overall	overall	ADJ
cana-948	25	19	system	system	NOUN
cana-948	25	20	performance	performance	NOUN
cana-948	25	21	by	by	ADP
cana-948	25	22	integrating	integrate	VERB
cana-948	25	23	optimization	optimization	NOUN
cana-948	25	24	algorithms	algorithm	NOUN
cana-948	25	25	,	,	PUNCT
cana-948	25	26	predictive	predictive	ADJ
cana-948	25	27	analytics	analytic	NOUN
cana-948	25	28	,	,	PUNCT
cana-948	25	29	and	and	CCONJ
cana-948	25	30	adaptive	adaptive	ADJ
cana-948	25	31	control	control	NOUN
cana-948	25	32	strategies	strategy	NOUN
cana-948	25	33	keywords	keyword	NOUN
cana-948	25	34	:	:	PUNCT
cana-948	25	35	optimization	optimization	NOUN
cana-948	25	36	of	of	ADP
cana-948	25	37	data	datum	NOUN
cana-948	25	38	centers	center	NOUN
cana-948	25	39	,	,	PUNCT
cana-948	25	40	operations	operation	NOUN
cana-948	25	41	research	research	NOUN
cana-948	25	42	,	,	PUNCT
cana-948	25	43	machine	machine	NOUN
cana-948	25	44	learning	learning	NOUN
cana-948	25	45	,	,	PUNCT
cana-948	25	46	classification	classification	NOUN
cana-948	25	47	algorithms	algorithm	NOUN
cana-948	25	48	,	,	PUNCT
cana-948	25	49	workload	workload	NOUN
cana-948	25	50	prediction	prediction	NOUN
cana-948	25	51	,	,	PUNCT
cana-948	25	52	resource	resource	NOUN
cana-948	25	53	allocation	allocation	NOUN
cana-948	25	54	,	,	PUNCT
cana-948	25	55	energy	energy	NOUN
cana-948	25	56	management	management	NOUN
cana-948	25	57	,	,	PUNCT
cana-948	25	58	computational	computational	ADJ
cana-948	25	59	sustainability	sustainability	NOUN
cana-948	25	60	1	1	NUM
cana-948	25	61	.	.	PUNCT
cana-948	26	1	introduction	introduction	NOUN
cana-948	26	2	the	the	DET
cana-948	26	3	backbone	backbone	NOUN
cana-948	26	4	of	of	ADP
cana-948	26	5	our	our	PRON
cana-948	26	6	digital	digital	ADJ
cana-948	26	7	infrastructure	infrastructure	NOUN
cana-948	26	8	,	,	PUNCT
cana-948	26	9	data	datum	NOUN
cana-948	26	10	centres	centre	NOUN
cana-948	26	11	stand	stand	VERB
cana-948	26	12	tall	tall	ADJ
cana-948	26	13	in	in	ADP
cana-948	26	14	the	the	DET
cana-948	26	15	ever	ever	ADV
cana-948	26	16	-	-	PUNCT
cana-948	26	17	changing	change	VERB
cana-948	26	18	world	world	NOUN
cana-948	26	19	of	of	ADP
cana-948	26	20	contemporary	contemporary	ADJ
cana-948	26	21	technology	technology	PROPN
cana-948	26	22	.	.	PUNCT
cana-948	27	1	a	a	DET
cana-948	27	2	vast	vast	ADJ
cana-948	27	3	variety	variety	NOUN
cana-948	27	4	of	of	ADP
cana-948	27	5	online	online	ADJ
cana-948	27	6	services	service	NOUN
cana-948	27	7	,	,	PUNCT
cana-948	27	8	including	include	VERB
cana-948	27	9	social	social	ADJ
cana-948	27	10	media	medium	NOUN
cana-948	27	11	platforms	platform	NOUN
cana-948	27	12	,	,	PUNCT
cana-948	27	13	ecommerce	ecommerce	NOUN
cana-948	27	14	websites	website	NOUN
cana-948	27	15	,	,	PUNCT
cana-948	27	16	cloud	cloud	NOUN
cana-948	27	17	computing	computing	NOUN
cana-948	27	18	,	,	PUNCT
cana-948	27	19	and	and	CCONJ
cana-948	27	20	big	big	ADJ
cana-948	27	21	data	datum	NOUN
cana-948	27	22	analytics	analytic	NOUN
cana-948	27	23	,	,	PUNCT
cana-948	27	24	rely	rely	VERB
cana-948	27	25	on	on	ADP
cana-948	27	26	the	the	DET
cana-948	27	27	servers	server	NOUN
cana-948	27	28	,	,	PUNCT
cana-948	27	29	storage	storage	NOUN
cana-948	27	30	devices	device	NOUN
cana-948	27	31	,	,	PUNCT
cana-948	27	32	networking	network	VERB
cana-948	27	33	gear	gear	NOUN
cana-948	27	34	,	,	PUNCT
cana-948	27	35	and	and	CCONJ
cana-948	27	36	other	other	ADJ
cana-948	27	37	essential	essential	ADJ
cana-948	27	38	components	component	NOUN
cana-948	27	39	housed	house	VERB
cana-948	27	40	in	in	ADP
cana-948	27	41	these	these	DET
cana-948	27	42	expansive	expansive	ADJ
cana-948	27	43	facilities	facility	NOUN
cana-948	27	44	[	[	X
cana-948	27	45	1	1	NUM
cana-948	27	46	]	]	PUNCT
cana-948	27	47	.	.	PUNCT
cana-948	28	1	meeting	meet	VERB
cana-948	28	2	the	the	DET
cana-948	28	3	ever	ever	ADV
cana-948	28	4	-	-	PUNCT
cana-948	28	5	increasing	increase	VERB
cana-948	28	6	demands	demand	NOUN
cana-948	28	7	for	for	ADP
cana-948	28	8	computational	computational	ADJ
cana-948	28	9	resources	resource	NOUN
cana-948	28	10	while	while	SCONJ
cana-948	28	11	simultaneously	simultaneously	ADV
cana-948	28	12	enhancing	enhance	VERB
cana-948	28	13	performance	performance	NOUN
cana-948	28	14	,	,	PUNCT
cana-948	28	15	efficiency	efficiency	NOUN
cana-948	28	16	,	,	PUNCT
cana-948	28	17	and	and	CCONJ
cana-948	28	18	cost	cost	NOUN
cana-948	28	19	-	-	PUNCT
cana-948	28	20	effectiveness	effectiveness	NOUN
cana-948	28	21	is	be	AUX
cana-948	28	22	a	a	DET
cana-948	28	23	daunting	daunting	ADJ
cana-948	28	24	task	task	NOUN
cana-948	28	25	for	for	ADP
cana-948	28	26	data	data	NOUN
cana-948	28	27	centres	centre	NOUN
cana-948	28	28	,	,	PUNCT
cana-948	28	29	which	which	PRON
cana-948	28	30	are	be	AUX
cana-948	28	31	already	already	ADV
cana-948	28	32	struggling	struggle	VERB
cana-948	28	33	to	to	PART
cana-948	28	34	keep	keep	VERB
cana-948	28	35	up	up	ADP
cana-948	28	36	with	with	ADP
cana-948	28	37	the	the	DET
cana-948	28	38	exponential	exponential	ADJ
cana-948	28	39	growth	growth	NOUN
cana-948	28	40	in	in	ADP
cana-948	28	41	both	both	CCONJ
cana-948	28	42	the	the	DET
cana-948	28	43	amount	amount	NOUN
cana-948	28	44	and	and	CCONJ
cana-948	28	45	complexity	complexity	NOUN
cana-948	28	46	of	of	ADP
cana-948	28	47	digital	digital	ADJ
cana-948	28	48	data	datum	NOUN
cana-948	28	49	.	.	PUNCT
cana-948	29	1	additionally	additionally	ADV
cana-948	29	2	,	,	PUNCT
cana-948	29	3	data	datum	NOUN
cana-948	29	4	centres	centre	NOUN
cana-948	29	5	’	'	PUNCT
cana-948	29	6	effects	effect	NOUN
cana-948	29	7	on	on	ADP
cana-948	29	8	the	the	DET
cana-948	29	9	environment	environment	NOUN
cana-948	29	10	must	must	AUX
cana-948	29	11	not	not	PART
cana-948	29	12	be	be	AUX
cana-948	29	13	disregarded	disregard	VERB
cana-948	29	14	.	.	PUNCT
cana-948	30	1	data	datum	NOUN
cana-948	30	2	centres	centre	NOUN
cana-948	30	3	are	be	AUX
cana-948	30	4	among	among	ADP
cana-948	30	5	the	the	DET
cana-948	30	6	most	most	ADJ
cana-948	30	7	carbon	carbon	NOUN
cana-948	30	8	-	-	PUNCT
cana-948	30	9	intensive	intensive	ADJ
cana-948	30	10	buildings	building	NOUN
cana-948	30	11	because	because	SCONJ
cana-948	30	12	of	of	ADP
cana-948	30	13	the	the	DET
cana-948	30	14	enormous	enormous	ADJ
cana-948	30	15	quantities	quantity	NOUN
cana-948	30	16	of	of	ADP
cana-948	30	17	power	power	NOUN
cana-948	30	18	needed	need	VERB
cana-948	30	19	to	to	PART
cana-948	30	20	run	run	VERB
cana-948	30	21	and	and	CCONJ
cana-948	30	22	cool	cool	VERB
cana-948	30	23	their	their	PRON
cana-948	30	24	equipment	equipment	NOUN
cana-948	30	25	[	[	X
cana-948	30	26	2	2	NUM
cana-948	30	27	]	]	PUNCT
cana-948	30	28	.	.	PUNCT
cana-948	31	1	data	data	PROPN
cana-948	31	2	centre	centre	PROPN
cana-948	31	3	operators	operator	NOUN
cana-948	31	4	are	be	AUX
cana-948	31	5	under	under	ADP
cana-948	31	6	increasing	increase	VERB
cana-948	31	7	pressure	pressure	NOUN
cana-948	31	8	to	to	PART
cana-948	31	9	embrace	embrace	VERB
cana-948	31	10	more	more	ADV
cana-948	31	11	environmentally	environmentally	ADV
cana-948	31	12	friendly	friendly	ADJ
cana-948	31	13	methods	method	NOUN
cana-948	31	14	,	,	PUNCT
cana-948	31	15	decrease	decrease	VERB
cana-948	31	16	energy	energy	NOUN
cana-948	31	17	consumption	consumption	NOUN
cana-948	31	18	,	,	PUNCT
cana-948	31	19	and	and	CCONJ
cana-948	31	20	lessen	lessen	VERB
cana-948	31	21	their	their	PRON
cana-948	31	22	impact	impact	NOUN
cana-948	31	23	on	on	ADP
cana-948	31	24	the	the	DET
cana-948	31	25	environment	environment	NOUN
cana-948	31	26	as	as	ADP
cana-948	31	27	a	a	DET
cana-948	31	28	result	result	NOUN
cana-948	31	29	of	of	ADP
cana-948	31	30	rising	rise	VERB
cana-948	31	31	climate	climate	NOUN
cana-948	31	32	change	change	NOUN
cana-948	31	33	and	and	CCONJ
cana-948	31	34	sustainability	sustainability	NOUN
cana-948	31	35	awareness	awareness	NOUN
cana-948	31	36	.	.	PUNCT
cana-948	32	1	therefore	therefore	ADV
cana-948	32	2	,	,	PUNCT
cana-948	32	3	data	datum	NOUN
cana-948	32	4	communications	communication	NOUN
cana-948	32	5	on	on	ADP
cana-948	32	6	applied	apply	VERB
cana-948	32	7	nonlinear	nonlinear	ADJ
cana-948	32	8	analysis	analysis	NOUN
cana-948	32	9	issn	issn	NOUN
cana-948	32	10	:	:	PUNCT
cana-948	32	11	1074	1074	NUM
cana-948	32	12	-	-	PUNCT
cana-948	32	13	133x	133x	NUM
cana-948	32	14	vol	vol	NOUN
cana-948	32	15	31	31	NUM
cana-948	32	16	no	no	NOUN
cana-948	32	17	.	.	PUNCT
cana-948	33	1	4s	4s	NUM
cana-948	33	2	(	(	PUNCT
cana-948	33	3	2024	2024	NUM
cana-948	33	4	)	)	PUNCT
cana-948	33	5	532	532	NUM
cana-948	33	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-948	33	7	centre	centre	NOUN
cana-948	33	8	optimization	optimization	NOUN
cana-948	33	9	methods	method	NOUN
cana-948	33	10	that	that	PRON
cana-948	33	11	put	put	VERB
cana-948	33	12	an	an	DET
cana-948	33	13	emphasis	emphasis	NOUN
cana-948	33	14	on	on	ADP
cana-948	33	15	conserving	conserve	VERB
cana-948	33	16	resources	resource	NOUN
cana-948	33	17	and	and	CCONJ
cana-948	33	18	minimizing	minimize	VERB
cana-948	33	19	negative	negative	ADJ
cana-948	33	20	impacts	impact	NOUN
cana-948	33	21	on	on	ADP
cana-948	33	22	the	the	DET
cana-948	33	23	environment	environment	NOUN
cana-948	33	24	are	be	AUX
cana-948	33	25	urgently	urgently	ADV
cana-948	33	26	required	require	VERB
cana-948	33	27	.	.	PUNCT
cana-948	34	1	in	in	ADP
cana-948	34	2	this	this	DET
cana-948	34	3	regard	regard	NOUN
cana-948	34	4	,	,	PUNCT
cana-948	34	5	ml	ml	NOUN
cana-948	34	6	and	and	CCONJ
cana-948	34	7	operations	operation	NOUN
cana-948	34	8	research	research	NOUN
cana-948	34	9	(	(	PUNCT
cana-948	34	10	or	or	CCONJ
cana-948	34	11	)	)	PUNCT
cana-948	34	12	have	have	AUX
cana-948	34	13	arisen	arise	VERB
cana-948	34	14	as	as	ADP
cana-948	34	15	potent	potent	ADJ
cana-948	34	16	approaches	approach	NOUN
cana-948	34	17	to	to	PART
cana-948	34	18	tackle	tackle	VERB
cana-948	34	19	the	the	DET
cana-948	34	20	complex	complex	ADJ
cana-948	34	21	issues	issue	NOUN
cana-948	34	22	of	of	ADP
cana-948	34	23	data	datum	NOUN
cana-948	34	24	centre	centre	NOUN
cana-948	34	25	optimization	optimization	NOUN
cana-948	34	26	.	.	PUNCT
cana-948	35	1	or	or	CCONJ
cana-948	35	2	methods	method	NOUN
cana-948	35	3	offer	offer	VERB
cana-948	35	4	a	a	DET
cana-948	35	5	systematic	systematic	ADJ
cana-948	35	6	approach	approach	NOUN
cana-948	35	7	to	to	ADP
cana-948	35	8	solving	solve	VERB
cana-948	35	9	difficult	difficult	ADJ
cana-948	35	10	optimization	optimization	NOUN
cana-948	35	11	problems	problem	NOUN
cana-948	35	12	by	by	ADP
cana-948	35	13	drawing	draw	VERB
cana-948	35	14	on	on	ADP
cana-948	35	15	mathematical	mathematical	ADJ
cana-948	35	16	modelling	modelling	NOUN
cana-948	35	17	,	,	PUNCT
cana-948	35	18	optimization	optimization	NOUN
cana-948	35	19	algorithms	algorithm	NOUN
cana-948	35	20	,	,	PUNCT
cana-948	35	21	and	and	CCONJ
cana-948	35	22	decision	decision	NOUN
cana-948	35	23	analysis	analysis	NOUN
cana-948	35	24	.	.	PUNCT
cana-948	36	1	these	these	DET
cana-948	36	2	methods	method	NOUN
cana-948	36	3	cover	cover	VERB
cana-948	36	4	a	a	DET
cana-948	36	5	wide	wide	ADJ
cana-948	36	6	variety	variety	NOUN
cana-948	36	7	of	of	ADP
cana-948	36	8	approaches	approach	NOUN
cana-948	36	9	,	,	PUNCT
cana-948	36	10	such	such	ADJ
cana-948	36	11	as	as	ADP
cana-948	36	12	stochastic	stochastic	ADJ
cana-948	36	13	optimization	optimization	NOUN
cana-948	36	14	,	,	PUNCT
cana-948	36	15	simulation	simulation	NOUN
cana-948	36	16	,	,	PUNCT
cana-948	36	17	queuing	queue	VERB
cana-948	36	18	theory	theory	NOUN
cana-948	36	19	,	,	PUNCT
cana-948	36	20	integer	integer	NOUN
cana-948	36	21	programming	programming	NOUN
cana-948	36	22	,	,	PUNCT
cana-948	36	23	and	and	CCONJ
cana-948	36	24	linear	linear	PROPN
cana-948	36	25	programming	programming	NOUN
cana-948	36	26	[	[	X
cana-948	36	27	3	3	NUM
cana-948	36	28	]	]	PUNCT
cana-948	36	29	.	.	PUNCT
cana-948	37	1	at	at	ADP
cana-948	37	2	the	the	DET
cana-948	37	3	same	same	ADJ
cana-948	37	4	time	time	NOUN
cana-948	37	5	,	,	PUNCT
cana-948	37	6	ml	ml	ADP
cana-948	37	7	algorithms	algorithm	NOUN
cana-948	37	8	provide	provide	VERB
cana-948	37	9	the	the	DET
cana-948	37	10	capacity	capacity	NOUN
cana-948	37	11	to	to	PART
cana-948	37	12	draw	draw	VERB
cana-948	37	13	useful	useful	ADJ
cana-948	37	14	conclusions	conclusion	NOUN
cana-948	37	15	from	from	ADP
cana-948	37	16	massive	massive	ADJ
cana-948	37	17	datasets	dataset	NOUN
cana-948	37	18	,	,	PUNCT
cana-948	37	19	spot	spot	NOUN
cana-948	37	20	trends	trend	NOUN
cana-948	37	21	,	,	PUNCT
cana-948	37	22	and	and	CCONJ
cana-948	37	23	extrapolate	extrapolate	VERB
cana-948	37	24	from	from	ADP
cana-948	37	25	past	past	ADJ
cana-948	37	26	data	data	PROPN
cana-948	37	27	.	.	PUNCT
cana-948	38	1	machine	machine	NOUN
cana-948	38	2	learning	learn	VERB
cana-948	38	3	algorithms	algorithm	NOUN
cana-948	38	4	automatically	automatically	ADV
cana-948	38	5	automate	automate	VERB
cana-948	38	6	decision	decision	NOUN
cana-948	38	7	-	-	PUNCT
cana-948	38	8	making	making	NOUN
cana-948	38	9	,	,	PUNCT
cana-948	38	10	identify	identify	VERB
cana-948	38	11	abnormalities	abnormality	NOUN
cana-948	38	12	,	,	PUNCT
cana-948	38	13	and	and	CCONJ
cana-948	38	14	optimize	optimize	VERB
cana-948	38	15	system	system	NOUN
cana-948	38	16	performance	performance	NOUN
cana-948	38	17	in	in	ADP
cana-948	38	18	real	real	ADJ
cana-948	38	19	-	-	PUNCT
cana-948	38	20	time	time	NOUN
cana-948	38	21	by	by	ADP
cana-948	38	22	utilizing	utilize	VERB
cana-948	38	23	techniques	technique	NOUN
cana-948	38	24	like	like	ADP
cana-948	38	25	supervised	supervised	ADJ
cana-948	38	26	learning	learning	NOUN
cana-948	38	27	,	,	PUNCT
cana-948	38	28	unsupervised	unsupervised	ADJ
cana-948	38	29	learning	learning	NOUN
cana-948	38	30	,	,	PUNCT
cana-948	38	31	reinforcement	reinforcement	NOUN
cana-948	38	32	learning	learning	NOUN
cana-948	38	33	,	,	PUNCT
cana-948	38	34	and	and	CCONJ
cana-948	38	35	deep	deep	ADJ
cana-948	38	36	learning	learning	NOUN
cana-948	38	37	.	.	PUNCT
cana-948	39	1	furthermore	furthermore	ADV
cana-948	39	2	,	,	PUNCT
cana-948	39	3	ml	ml	ADP
cana-948	39	4	algorithms	algorithm	NOUN
cana-948	39	5	are	be	AUX
cana-948	39	6	capable	capable	ADJ
cana-948	39	7	of	of	ADP
cana-948	39	8	self	self	NOUN
cana-948	39	9	-	-	PUNCT
cana-948	39	10	improvement	improvement	NOUN
cana-948	39	11	in	in	ADP
cana-948	39	12	dynamic	dynamic	ADJ
cana-948	39	13	settings	setting	NOUN
cana-948	39	14	due	due	ADP
cana-948	39	15	to	to	ADP
cana-948	39	16	their	their	PRON
cana-948	39	17	ability	ability	NOUN
cana-948	39	18	to	to	PART
cana-948	39	19	learn	learn	VERB
cana-948	39	20	from	from	ADP
cana-948	39	21	new	new	ADJ
cana-948	39	22	data	datum	NOUN
cana-948	39	23	and	and	CCONJ
cana-948	39	24	adapt	adapt	VERB
cana-948	39	25	over	over	ADP
cana-948	39	26	time	time	NOUN
cana-948	39	27	[	[	X
cana-948	39	28	2	2	NUM
cana-948	39	29	]	]	PUNCT
cana-948	39	30	.	.	PUNCT
cana-948	40	1	a	a	DET
cana-948	40	2	once	once	ADV
cana-948	40	3	-	-	PUNCT
cana-948	40	4	in	in	ADP
cana-948	40	5	-	-	PUNCT
cana-948	40	6	a	a	DET
cana-948	40	7	-	-	PUNCT
cana-948	40	8	lifetime	lifetime	NOUN
cana-948	40	9	chance	chance	NOUN
cana-948	40	10	to	to	PART
cana-948	40	11	tackle	tackle	VERB
cana-948	40	12	the	the	DET
cana-948	40	13	complex	complex	ADJ
cana-948	40	14	and	and	CCONJ
cana-948	40	15	ever	ever	ADV
cana-948	40	16	-	-	PUNCT
cana-948	40	17	changing	change	VERB
cana-948	40	18	problems	problem	NOUN
cana-948	40	19	of	of	ADP
cana-948	40	20	data	datum	NOUN
cana-948	40	21	centre	centre	NOUN
cana-948	40	22	optimization	optimization	NOUN
cana-948	40	23	has	have	AUX
cana-948	40	24	arisen	arise	VERB
cana-948	40	25	with	with	ADP
cana-948	40	26	the	the	DET
cana-948	40	27	union	union	NOUN
cana-948	40	28	of	of	ADP
cana-948	40	29	or	or	CCONJ
cana-948	40	30	and	and	CCONJ
cana-948	40	31	ml	ml	NOUN
cana-948	40	32	.	.	PROPN
cana-948	41	1	data	data	PROPN
cana-948	41	2	centre	centre	PROPN
cana-948	41	3	operators	operator	NOUN
cana-948	41	4	can	can	AUX
cana-948	41	5	make	make	VERB
cana-948	41	6	use	use	NOUN
cana-948	41	7	of	of	ADP
cana-948	41	8	ml	ml	ADP
cana-948	41	9	algorithms	algorithms	PROPN
cana-948	41	10	'	'	PART
cana-948	41	11	predictive	predictive	ADJ
cana-948	41	12	capabilities	capability	NOUN
cana-948	41	13	with	with	ADP
cana-948	41	14	the	the	DET
cana-948	41	15	analytical	analytical	ADJ
cana-948	41	16	rigor	rigor	NOUN
cana-948	41	17	of	of	ADP
cana-948	41	18	or	or	CCONJ
cana-948	41	19	approaches	approach	NOUN
cana-948	41	20	to	to	PART
cana-948	41	21	create	create	VERB
cana-948	41	22	optimization	optimization	NOUN
cana-948	41	23	strategies	strategy	NOUN
cana-948	41	24	that	that	PRON
cana-948	41	25	can	can	AUX
cana-948	41	26	adapt	adapt	VERB
cana-948	41	27	to	to	ADP
cana-948	41	28	changing	change	VERB
cana-948	41	29	workloads	workload	NOUN
cana-948	41	30	,	,	PUNCT
cana-948	41	31	environments	environment	NOUN
cana-948	41	32	,	,	PUNCT
cana-948	41	33	and	and	CCONJ
cana-948	41	34	business	business	NOUN
cana-948	41	35	goals	goal	NOUN
cana-948	41	36	.	.	PUNCT
cana-948	42	1	implementing	implement	VERB
cana-948	42	2	these	these	DET
cana-948	42	3	tactics	tactic	NOUN
cana-948	42	4	can	can	AUX
cana-948	42	5	lead	lead	VERB
cana-948	42	6	to	to	ADP
cana-948	42	7	various	various	ADJ
cana-948	42	8	optimization	optimization	NOUN
cana-948	42	9	goals	goal	NOUN
cana-948	42	10	,	,	PUNCT
cana-948	42	11	such	such	ADJ
cana-948	42	12	as	as	ADP
cana-948	42	13	making	make	VERB
cana-948	42	14	the	the	DET
cana-948	42	15	most	most	ADJ
cana-948	42	16	of	of	ADP
cana-948	42	17	available	available	ADJ
cana-948	42	18	resources	resource	NOUN
cana-948	42	19	,	,	PUNCT
cana-948	42	20	decreasing	decrease	VERB
cana-948	42	21	energy	energy	NOUN
cana-948	42	22	usage	usage	NOUN
cana-948	42	23	,	,	PUNCT
cana-948	42	24	decreasing	decrease	VERB
cana-948	42	25	latency	latency	NOUN
cana-948	42	26	,	,	PUNCT
cana-948	42	27	improving	improve	VERB
cana-948	42	28	throughput	throughput	NOUN
cana-948	42	29	,	,	PUNCT
cana-948	42	30	and	and	CCONJ
cana-948	42	31	overall	overall	ADJ
cana-948	42	32	system	system	NOUN
cana-948	42	33	performance	performance	NOUN
cana-948	42	34	[	[	X
cana-948	42	35	6	6	NUM
cana-948	42	36	]	]	PUNCT
cana-948	42	37	.	.	PUNCT
cana-948	43	1	1.1	1.1	NUM
cana-948	43	2	research	research	NOUN
cana-948	43	3	gap	gap	NOUN
cana-948	43	4	:	:	PUNCT
cana-948	43	5	scalability	scalability	NOUN
cana-948	43	6	is	be	AUX
cana-948	43	7	a	a	DET
cana-948	43	8	challenge	challenge	NOUN
cana-948	43	9	for	for	ADP
cana-948	43	10	traditional	traditional	ADJ
cana-948	43	11	operation	operation	NOUN
cana-948	43	12	of	of	ADP
cana-948	43	13	research	research	NOUN
cana-948	43	14	algorithms	algorithm	NOUN
cana-948	43	15	in	in	ADP
cana-948	43	16	large	large	ADJ
cana-948	43	17	data	datum	NOUN
cana-948	43	18	centres	centre	NOUN
cana-948	43	19	with	with	ADP
cana-948	43	20	dynamic	dynamic	ADJ
cana-948	43	21	workloads	workload	NOUN
cana-948	43	22	.	.	PUNCT
cana-948	44	1	these	these	DET
cana-948	44	2	methods	method	NOUN
cana-948	44	3	may	may	AUX
cana-948	44	4	not	not	PART
cana-948	44	5	be	be	AUX
cana-948	44	6	efficient	efficient	ADJ
cana-948	44	7	in	in	ADP
cana-948	44	8	dealing	deal	VERB
cana-948	44	9	with	with	ADP
cana-948	44	10	the	the	DET
cana-948	44	11	large	large	ADJ
cana-948	44	12	number	number	NOUN
cana-948	44	13	of	of	ADP
cana-948	44	14	variables	variable	NOUN
cana-948	44	15	and	and	CCONJ
cana-948	44	16	constraints	constraint	NOUN
cana-948	44	17	seen	see	VERB
cana-948	44	18	in	in	ADP
cana-948	44	19	modern	modern	ADJ
cana-948	44	20	data	datum	NOUN
cana-948	44	21	centres	centre	NOUN
cana-948	44	22	.	.	PUNCT
cana-948	45	1	ml	ml	NOUN
cana-948	45	2	models	model	NOUN
cana-948	45	3	can	can	AUX
cana-948	45	4	handle	handle	VERB
cana-948	45	5	enormous	enormous	ADJ
cana-948	45	6	datasets	dataset	NOUN
cana-948	45	7	,	,	PUNCT
cana-948	45	8	but	but	CCONJ
cana-948	45	9	they	they	PRON
cana-948	45	10	can	can	AUX
cana-948	45	11	be	be	AUX
cana-948	45	12	computationally	computationally	ADV
cana-948	45	13	expensive	expensive	ADJ
cana-948	45	14	and	and	CCONJ
cana-948	45	15	slow	slow	ADJ
cana-948	45	16	,	,	PUNCT
cana-948	45	17	especially	especially	ADV
cana-948	45	18	for	for	ADP
cana-948	45	19	real	real	ADJ
cana-948	45	20	-	-	PUNCT
cana-948	45	21	time	time	NOUN
cana-948	45	22	optimization	optimization	NOUN
cana-948	45	23	.	.	PUNCT
cana-948	46	1	existing	exist	VERB
cana-948	46	2	or	or	CCONJ
cana-948	46	3	models	model	NOUN
cana-948	46	4	for	for	ADP
cana-948	46	5	energy	energy	NOUN
cana-948	46	6	optimization	optimization	NOUN
cana-948	46	7	may	may	AUX
cana-948	46	8	not	not	PART
cana-948	46	9	fully	fully	ADV
cana-948	46	10	integrate	integrate	VERB
cana-948	46	11	renewable	renewable	ADJ
cana-948	46	12	energy	energy	NOUN
cana-948	46	13	sources	source	NOUN
cana-948	46	14	or	or	CCONJ
cana-948	46	15	account	account	VERB
cana-948	46	16	for	for	ADP
cana-948	46	17	unpredictability	unpredictability	NOUN
cana-948	46	18	.	.	PUNCT
cana-948	47	1	ml	ml	X
cana-948	47	2	approaches	approach	NOUN
cana-948	47	3	for	for	ADP
cana-948	47	4	energy	energy	NOUN
cana-948	47	5	prediction	prediction	NOUN
cana-948	47	6	and	and	CCONJ
cana-948	47	7	optimization	optimization	NOUN
cana-948	47	8	may	may	AUX
cana-948	47	9	not	not	PART
cana-948	47	10	completely	completely	ADV
cana-948	47	11	realize	realize	VERB
cana-948	47	12	their	their	PRON
cana-948	47	13	potential	potential	NOUN
cana-948	47	14	to	to	PART
cana-948	47	15	integrate	integrate	VERB
cana-948	47	16	many	many	ADJ
cana-948	47	17	energy	energy	NOUN
cana-948	47	18	sources	source	NOUN
cana-948	47	19	and	and	CCONJ
cana-948	47	20	enhance	enhance	VERB
cana-948	47	21	sustainability	sustainability	NOUN
cana-948	47	22	.	.	PUNCT
cana-948	48	1	there	there	PRON
cana-948	48	2	is	be	VERB
cana-948	48	3	a	a	DET
cana-948	48	4	huge	huge	ADJ
cana-948	48	5	gap	gap	NOUN
cana-948	48	6	in	in	ADP
cana-948	48	7	merging	merging	NOUN
cana-948	48	8	or	or	CCONJ
cana-948	48	9	and	and	CCONJ
cana-948	48	10	ml	ml	ADP
cana-948	48	11	approaches	approach	NOUN
cana-948	48	12	.	.	PUNCT
cana-948	49	1	while	while	SCONJ
cana-948	49	2	or	or	CCONJ
cana-948	49	3	provides	provide	VERB
cana-948	49	4	robust	robust	ADJ
cana-948	49	5	optimization	optimization	NOUN
cana-948	49	6	frameworks	framework	NOUN
cana-948	49	7	,	,	PUNCT
cana-948	49	8	ml	ml	AUX
cana-948	49	9	gives	give	VERB
cana-948	49	10	predictive	predictive	ADJ
cana-948	49	11	capabilities	capability	NOUN
cana-948	49	12	;	;	PUNCT
cana-948	49	13	nevertheless	nevertheless	ADV
cana-948	49	14	,	,	PUNCT
cana-948	49	15	combining	combine	VERB
cana-948	49	16	these	these	PRON
cana-948	49	17	to	to	PART
cana-948	49	18	build	build	VERB
cana-948	49	19	a	a	DET
cana-948	49	20	unified	unified	ADJ
cana-948	49	21	optimization	optimization	NOUN
cana-948	49	22	strategy	strategy	NOUN
cana-948	49	23	remains	remain	VERB
cana-948	49	24	unexplored	unexplored	ADJ
cana-948	49	25	.	.	PUNCT
cana-948	50	1	integrating	integrate	VERB
cana-948	50	2	or	or	CCONJ
cana-948	50	3	and	and	CCONJ
cana-948	50	4	ml	ml	X
cana-948	50	5	approaches	approach	NOUN
cana-948	50	6	for	for	ADP
cana-948	50	7	data	datum	NOUN
cana-948	50	8	centre	centre	NOUN
cana-948	50	9	optimization	optimization	NOUN
cana-948	50	10	is	be	AUX
cana-948	50	11	typically	typically	ADV
cana-948	50	12	lacking	lack	VERB
cana-948	50	13	a	a	DET
cana-948	50	14	multidisciplinary	multidisciplinary	ADJ
cana-948	50	15	approach	approach	NOUN
cana-948	50	16	.	.	PUNCT
cana-948	51	1	experts	expert	NOUN
cana-948	51	2	in	in	ADP
cana-948	51	3	operations	operation	NOUN
cana-948	51	4	research	research	NOUN
cana-948	51	5	,	,	PUNCT
cana-948	51	6	machine	machine	NOUN
cana-948	51	7	learning	learning	NOUN
cana-948	51	8	,	,	PUNCT
cana-948	51	9	and	and	CCONJ
cana-948	51	10	data	datum	NOUN
cana-948	51	11	centre	centre	NOUN
cana-948	51	12	operations	operation	NOUN
cana-948	51	13	should	should	AUX
cana-948	51	14	work	work	VERB
cana-948	51	15	together	together	ADV
cana-948	51	16	more	more	ADV
cana-948	51	17	closely	closely	ADV
cana-948	51	18	.	.	PUNCT
cana-948	52	1	although	although	SCONJ
cana-948	52	2	or	or	CCONJ
cana-948	52	3	can	can	AUX
cana-948	52	4	optimize	optimize	VERB
cana-948	52	5	resource	resource	NOUN
cana-948	52	6	allocation	allocation	NOUN
cana-948	52	7	,	,	PUNCT
cana-948	52	8	the	the	DET
cana-948	52	9	security	security	NOUN
cana-948	52	10	and	and	CCONJ
cana-948	52	11	dependability	dependability	NOUN
cana-948	52	12	of	of	ADP
cana-948	52	13	these	these	DET
cana-948	52	14	allocations	allocation	NOUN
cana-948	52	15	in	in	ADP
cana-948	52	16	a	a	DET
cana-948	52	17	dynamic	dynamic	ADJ
cana-948	52	18	setting	setting	NOUN
cana-948	52	19	are	be	AUX
cana-948	52	20	not	not	PART
cana-948	52	21	well	well	ADV
cana-948	52	22	studied	study	VERB
cana-948	52	23	.	.	PUNCT
cana-948	53	1	communications	communication	NOUN
cana-948	53	2	on	on	ADP
cana-948	53	3	applied	apply	VERB
cana-948	53	4	nonlinear	nonlinear	ADJ
cana-948	53	5	analysis	analysis	NOUN
cana-948	53	6	issn	issn	NOUN
cana-948	53	7	:	:	PUNCT
cana-948	53	8	1074	1074	NUM
cana-948	53	9	-	-	PUNCT
cana-948	53	10	133x	133x	NUM
cana-948	53	11	vol	vol	NOUN
cana-948	53	12	31	31	NUM
cana-948	53	13	no	no	NOUN
cana-948	53	14	.	.	PUNCT
cana-948	54	1	4s	4s	NUM
cana-948	54	2	(	(	PUNCT
cana-948	54	3	2024	2024	NUM
cana-948	54	4	)	)	PUNCT
cana-948	54	5	533	533	NUM
cana-948	54	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	54	7	addressing	address	VERB
cana-948	54	8	these	these	DET
cana-948	54	9	research	research	NOUN
cana-948	54	10	gaps	gap	NOUN
cana-948	54	11	is	be	AUX
cana-948	54	12	critical	critical	ADJ
cana-948	54	13	for	for	ADP
cana-948	54	14	creating	create	VERB
cana-948	54	15	an	an	DET
cana-948	54	16	integrated	integrate	VERB
cana-948	54	17	,	,	PUNCT
cana-948	54	18	scalable	scalable	ADJ
cana-948	54	19	,	,	PUNCT
cana-948	54	20	and	and	CCONJ
cana-948	54	21	flexible	flexible	ADJ
cana-948	54	22	optimization	optimization	NOUN
cana-948	54	23	framework	framework	NOUN
cana-948	54	24	that	that	PRON
cana-948	54	25	combines	combine	VERB
cana-948	54	26	the	the	DET
cana-948	54	27	skills	skill	NOUN
cana-948	54	28	of	of	ADP
cana-948	54	29	operations	operation	NOUN
cana-948	54	30	research	research	NOUN
cana-948	54	31	and	and	CCONJ
cana-948	54	32	machine	machine	NOUN
cana-948	54	33	learning	learn	VERB
cana-948	54	34	to	to	PART
cana-948	54	35	improve	improve	VERB
cana-948	54	36	data	datum	NOUN
cana-948	54	37	centre	centre	NOUN
cana-948	54	38	efficiency	efficiency	NOUN
cana-948	54	39	and	and	CCONJ
cana-948	54	40	sustainability	sustainability	NOUN
cana-948	54	41	.	.	PUNCT
cana-948	55	1	2	2	X
cana-948	55	2	.	.	X
cana-948	55	3	objectives	objective	VERB
cana-948	55	4	our	our	PRON
cana-948	55	5	goal	goal	NOUN
cana-948	55	6	in	in	ADP
cana-948	55	7	writing	write	VERB
cana-948	55	8	this	this	DET
cana-948	55	9	article	article	NOUN
cana-948	55	10	is	be	AUX
cana-948	55	11	to	to	PART
cana-948	55	12	delve	delve	VERB
cana-948	55	13	into	into	ADP
cana-948	55	14	the	the	DET
cana-948	55	15	ways	way	NOUN
cana-948	55	16	in	in	ADP
cana-948	55	17	which	which	PRON
cana-948	55	18	data	datum	NOUN
cana-948	55	19	centre	centre	NOUN
cana-948	55	20	optimization	optimization	NOUN
cana-948	55	21	intersects	intersect	NOUN
cana-948	55	22	with	with	ADP
cana-948	55	23	operations	operation	NOUN
cana-948	55	24	research	research	NOUN
cana-948	55	25	and	and	CCONJ
cana-948	55	26	machine	machine	NOUN
cana-948	55	27	learning	learning	NOUN
cana-948	55	28	.	.	PUNCT
cana-948	56	1	data	datum	NOUN
cana-948	56	2	centre	centre	PROPN
cana-948	56	3	optimization	optimization	NOUN
cana-948	56	4	presents	present	VERB
cana-948	56	5	a	a	DET
cana-948	56	6	wide	wide	ADJ
cana-948	56	7	range	range	NOUN
cana-948	56	8	of	of	ADP
cana-948	56	9	problems	problem	NOUN
cana-948	56	10	,	,	PUNCT
cana-948	56	11	and	and	CCONJ
cana-948	56	12	this	this	DET
cana-948	56	13	course	course	NOUN
cana-948	56	14	will	will	AUX
cana-948	56	15	explore	explore	VERB
cana-948	56	16	the	the	DET
cana-948	56	17	theory	theory	NOUN
cana-948	56	18	,	,	PUNCT
cana-948	56	19	methods	method	NOUN
cana-948	56	20	,	,	PUNCT
cana-948	56	21	and	and	CCONJ
cana-948	56	22	best	good	ADJ
cana-948	56	23	practices	practice	NOUN
cana-948	56	24	for	for	ADP
cana-948	56	25	using	use	VERB
cana-948	56	26	or	or	CCONJ
cana-948	56	27	and	and	CCONJ
cana-948	56	28	ml	ml	X
cana-948	56	29	to	to	PART
cana-948	56	30	solve	solve	VERB
cana-948	56	31	these	these	DET
cana-948	56	32	problems	problem	NOUN
cana-948	56	33	.	.	PUNCT
cana-948	57	1	•	•	ADP
cana-948	57	2	to	to	PART
cana-948	57	3	develop	develop	VERB
cana-948	57	4	an	an	DET
cana-948	57	5	integrated	integrate	VERB
cana-948	57	6	framework	framework	NOUN
cana-948	57	7	that	that	PRON
cana-948	57	8	combines	combine	VERB
cana-948	57	9	operations	operation	NOUN
cana-948	57	10	research	research	NOUN
cana-948	57	11	(	(	PUNCT
cana-948	57	12	or	or	CCONJ
cana-948	57	13	)	)	PUNCT
cana-948	57	14	and	and	CCONJ
cana-948	57	15	machine	machine	NOUN
cana-948	57	16	learning	learning	NOUN
cana-948	57	17	(	(	PUNCT
cana-948	57	18	ml	ml	NOUN
cana-948	57	19	)	)	PUNCT
cana-948	57	20	techniques	technique	NOUN
cana-948	57	21	to	to	PART
cana-948	57	22	optimize	optimize	VERB
cana-948	57	23	the	the	DET
cana-948	57	24	performance	performance	NOUN
cana-948	57	25	,	,	PUNCT
cana-948	57	26	energy	energy	NOUN
cana-948	57	27	efficiency	efficiency	NOUN
cana-948	57	28	,	,	PUNCT
cana-948	57	29	and	and	CCONJ
cana-948	57	30	reliability	reliability	NOUN
cana-948	57	31	of	of	ADP
cana-948	57	32	data	datum	NOUN
cana-948	57	33	centres	centre	NOUN
cana-948	57	34	.	.	PUNCT
cana-948	58	1	we	we	PRON
cana-948	58	2	hope	hope	VERB
cana-948	58	3	to	to	PART
cana-948	58	4	shed	shed	VERB
cana-948	58	5	light	light	NOUN
cana-948	58	6	on	on	ADP
cana-948	58	7	the	the	DET
cana-948	58	8	synergistic	synergistic	ADJ
cana-948	58	9	integration	integration	NOUN
cana-948	58	10	of	of	ADP
cana-948	58	11	or	or	CCONJ
cana-948	58	12	and	and	CCONJ
cana-948	58	13	ml	ml	X
cana-948	58	14	for	for	ADP
cana-948	58	15	data	datum	NOUN
cana-948	58	16	centre	centre	NOUN
cana-948	58	17	operations	operation	NOUN
cana-948	58	18	optimization	optimization	NOUN
cana-948	58	19	by	by	ADP
cana-948	58	20	conducting	conduct	VERB
cana-948	58	21	a	a	DET
cana-948	58	22	thorough	thorough	ADJ
cana-948	58	23	literature	literature	NOUN
cana-948	58	24	,	,	PUNCT
cana-948	58	25	case	case	NOUN
cana-948	58	26	study	study	NOUN
cana-948	58	27	,	,	PUNCT
cana-948	58	28	and	and	CCONJ
cana-948	58	29	practical	practical	ADJ
cana-948	58	30	application	application	NOUN
cana-948	58	31	evaluation	evaluation	NOUN
cana-948	58	32	.	.	PUNCT
cana-948	59	1	in	in	ADP
cana-948	59	2	order	order	NOUN
cana-948	59	3	to	to	PART
cana-948	59	4	encourage	encourage	VERB
cana-948	59	5	additional	additional	ADJ
cana-948	59	6	study	study	NOUN
cana-948	59	7	and	and	CCONJ
cana-948	59	8	development	development	NOUN
cana-948	59	9	in	in	ADP
cana-948	59	10	this	this	DET
cana-948	59	11	important	important	ADJ
cana-948	59	12	sector	sector	NOUN
cana-948	59	13	,	,	PUNCT
cana-948	59	14	we	we	PRON
cana-948	59	15	will	will	AUX
cana-948	59	16	also	also	ADV
cana-948	59	17	look	look	VERB
cana-948	59	18	at	at	ADP
cana-948	59	19	current	current	ADJ
cana-948	59	20	tendencies	tendency	NOUN
cana-948	59	21	,	,	PUNCT
cana-948	59	22	potential	potential	ADJ
cana-948	59	23	future	future	ADJ
cana-948	59	24	paths	path	NOUN
cana-948	59	25	,	,	PUNCT
cana-948	59	26	and	and	CCONJ
cana-948	59	27	unanswered	unanswered	ADJ
cana-948	59	28	research	research	NOUN
cana-948	59	29	topics	topic	NOUN
cana-948	59	30	related	relate	VERB
cana-948	59	31	to	to	ADP
cana-948	59	32	data	datum	NOUN
cana-948	59	33	centre	centre	NOUN
cana-948	59	34	optimization	optimization	NOUN
cana-948	59	35	[	[	X
cana-948	59	36	4	4	NUM
cana-948	59	37	]	]	PUNCT
cana-948	59	38	.	.	PUNCT
cana-948	60	1	by	by	ADP
cana-948	60	2	using	use	VERB
cana-948	60	3	a	a	DET
cana-948	60	4	comprehensive	comprehensive	ADJ
cana-948	60	5	and	and	CCONJ
cana-948	60	6	multidisciplinary	multidisciplinary	ADJ
cana-948	60	7	approach	approach	NOUN
cana-948	60	8	,	,	PUNCT
cana-948	60	9	we	we	PRON
cana-948	60	10	can	can	AUX
cana-948	60	11	optimize	optimize	VERB
cana-948	60	12	data	data	NOUN
cana-948	60	13	centres	centre	NOUN
cana-948	60	14	in	in	ADP
cana-948	60	15	a	a	DET
cana-948	60	16	way	way	NOUN
cana-948	60	17	that	that	PRON
cana-948	60	18	boosts	boost	VERB
cana-948	60	19	efficiency	efficiency	NOUN
cana-948	60	20	and	and	CCONJ
cana-948	60	21	performance	performance	NOUN
cana-948	60	22	while	while	SCONJ
cana-948	60	23	simultaneously	simultaneously	ADV
cana-948	60	24	encouraging	encourage	VERB
cana-948	60	25	innovation	innovation	NOUN
cana-948	60	26	,	,	PUNCT
cana-948	60	27	resilience	resilience	NOUN
cana-948	60	28	,	,	PUNCT
cana-948	60	29	and	and	CCONJ
cana-948	60	30	sustainability	sustainability	NOUN
cana-948	60	31	in	in	ADP
cana-948	60	32	data	datum	NOUN
cana-948	60	33	centre	centre	NOUN
cana-948	60	34	operations	operation	NOUN
cana-948	60	35	[	[	X
cana-948	60	36	7	7	NUM
cana-948	60	37	]	]	PUNCT
cana-948	60	38	.	.	PUNCT
cana-948	61	1	3	3	X
cana-948	61	2	.	.	X
cana-948	61	3	methods	method	NOUN
cana-948	61	4	•	•	NUM
cana-948	61	5	process	process	NOUN
cana-948	61	6	and	and	CCONJ
cana-948	61	7	implementation	implementation	NOUN
cana-948	61	8	flows	flow	NOUN
cana-948	61	9	involving	involve	VERB
cana-948	61	10	ml	ml	VERB
cana-948	61	11	are	be	AUX
cana-948	61	12	the	the	DET
cana-948	61	13	topics	topic	NOUN
cana-948	61	14	of	of	ADP
cana-948	61	15	this	this	DET
cana-948	61	16	session	session	NOUN
cana-948	61	17	's	's	PART
cana-948	61	18	proposed	propose	VERB
cana-948	61	19	solution	solution	NOUN
cana-948	61	20	.	.	PUNCT
cana-948	62	1	•	•	NUM
cana-948	62	2	data	datum	NOUN
cana-948	62	3	center	center	NOUN
cana-948	62	4	environmental	environmental	ADJ
cana-948	62	5	sensors	sensor	NOUN
cana-948	62	6	,	,	PUNCT
cana-948	62	7	server	server	NOUN
cana-948	62	8	logs	log	NOUN
cana-948	62	9	,	,	PUNCT
cana-948	62	10	network	network	NOUN
cana-948	62	11	traffic	traffic	NOUN
cana-948	62	12	,	,	PUNCT
cana-948	62	13	and	and	CCONJ
cana-948	62	14	workload	workload	NOUN
cana-948	62	15	traces	trace	NOUN
cana-948	62	16	are	be	AUX
cana-948	62	17	some	some	PRON
cana-948	62	18	of	of	ADP
cana-948	62	19	the	the	DET
cana-948	62	20	sources	source	NOUN
cana-948	62	21	of	of	ADP
cana-948	62	22	pertinent	pertinent	ADJ
cana-948	62	23	information	information	NOUN
cana-948	62	24	that	that	SCONJ
cana-948	62	25	the	the	DET
cana-948	62	26	suggested	suggest	VERB
cana-948	62	27	method	method	NOUN
cana-948	62	28	first	first	ADV
cana-948	62	29	gathers	gather	VERB
cana-948	62	30	[	[	X
cana-948	62	31	8	8	NUM
cana-948	62	32	]	]	PUNCT
cana-948	62	33	.	.	PUNCT
cana-948	63	1	•	•	NOUN
cana-948	63	2	the	the	DET
cana-948	63	3	next	next	ADJ
cana-948	63	4	step	step	NOUN
cana-948	63	5	is	be	AUX
cana-948	63	6	to	to	PART
cana-948	63	7	extract	extract	VERB
cana-948	63	8	useful	useful	ADJ
cana-948	63	9	features	feature	NOUN
cana-948	63	10	from	from	ADP
cana-948	63	11	the	the	DET
cana-948	63	12	preprocessed	preprocesse	VERB
cana-948	63	13	data	datum	NOUN
cana-948	63	14	in	in	ADP
cana-948	63	15	order	order	NOUN
cana-948	63	16	to	to	PART
cana-948	63	17	record	record	VERB
cana-948	63	18	crucial	crucial	ADJ
cana-948	63	19	aspects	aspect	NOUN
cana-948	63	20	of	of	ADP
cana-948	63	21	the	the	DET
cana-948	63	22	data	datum	NOUN
cana-948	63	23	center	center	NOUN
cana-948	63	24	's	's	PART
cana-948	63	25	environment	environment	NOUN
cana-948	63	26	,	,	PUNCT
cana-948	63	27	including	include	VERB
cana-948	63	28	energy	energy	NOUN
cana-948	63	29	consumption	consumption	NOUN
cana-948	63	30	,	,	PUNCT
cana-948	63	31	temperature	temperature	NOUN
cana-948	63	32	,	,	PUNCT
cana-948	63	33	humidity	humidity	NOUN
cana-948	63	34	,	,	PUNCT
cana-948	63	35	resource	resource	NOUN
cana-948	63	36	utilization	utilization	NOUN
cana-948	63	37	,	,	PUNCT
cana-948	63	38	and	and	CCONJ
cana-948	63	39	workload	workload	NOUN
cana-948	63	40	patterns	pattern	NOUN
cana-948	63	41	.	.	PUNCT
cana-948	64	1	•	•	NUM
cana-948	64	2	next	next	ADV
cana-948	64	3	,	,	PUNCT
cana-948	64	4	we	we	PRON
cana-948	64	5	use	use	VERB
cana-948	64	6	machine	machine	NOUN
cana-948	64	7	learning	learning	NOUN
cana-948	64	8	methods	method	NOUN
cana-948	64	9	to	to	PART
cana-948	64	10	construct	construct	VERB
cana-948	64	11	prediction	prediction	NOUN
cana-948	64	12	models	model	NOUN
cana-948	64	13	that	that	PRON
cana-948	64	14	record	record	VERB
cana-948	64	15	the	the	DET
cana-948	64	16	connections	connection	NOUN
cana-948	64	17	between	between	ADP
cana-948	64	18	the	the	DET
cana-948	64	19	input	input	NOUN
cana-948	64	20	data	datum	NOUN
cana-948	64	21	and	and	CCONJ
cana-948	64	22	the	the	DET
cana-948	64	23	desired	desire	VERB
cana-948	64	24	outcome	outcome	NOUN
cana-948	64	25	variables	variable	NOUN
cana-948	64	26	,	,	PUNCT
cana-948	64	27	including	include	VERB
cana-948	64	28	energy	energy	NOUN
cana-948	64	29	consumption	consumption	NOUN
cana-948	64	30	,	,	PUNCT
cana-948	64	31	resource	resource	NOUN
cana-948	64	32	usage	usage	NOUN
cana-948	64	33	,	,	PUNCT
cana-948	64	34	or	or	CCONJ
cana-948	64	35	task	task	NOUN
cana-948	64	36	demand	demand	NOUN
cana-948	64	37	[	[	X
cana-948	64	38	9	9	NUM
cana-948	64	39	]	]	PUNCT
cana-948	64	40	.	.	PUNCT
cana-948	65	1	•	•	NUM
cana-948	65	2	data	datum	NOUN
cana-948	65	3	center	center	NOUN
cana-948	65	4	optimization	optimization	NOUN
cana-948	65	5	goals	goal	NOUN
cana-948	65	6	and	and	CCONJ
cana-948	65	7	constraints	constraint	NOUN
cana-948	65	8	,	,	PUNCT
cana-948	65	9	including	include	VERB
cana-948	65	10	workload	workload	NOUN
cana-948	65	11	scheduling	scheduling	NOUN
cana-948	65	12	,	,	PUNCT
cana-948	65	13	resource	resource	NOUN
cana-948	65	14	allocation	allocation	NOUN
cana-948	65	15	,	,	PUNCT
cana-948	65	16	and	and	CCONJ
cana-948	65	17	energy	energy	NOUN
cana-948	65	18	management	management	NOUN
cana-948	65	19	,	,	PUNCT
cana-948	65	20	inform	inform	VERB
cana-948	65	21	the	the	DET
cana-948	65	22	formulation	formulation	NOUN
cana-948	65	23	of	of	ADP
cana-948	65	24	optimization	optimization	NOUN
cana-948	65	25	issues	issue	NOUN
cana-948	65	26	using	use	VERB
cana-948	65	27	operations	operation	NOUN
cana-948	65	28	research	research	NOUN
cana-948	65	29	methodology	methodology	NOUN
cana-948	65	30	[	[	X
cana-948	65	31	13	13	NUM
cana-948	65	32	]	]	PUNCT
cana-948	65	33	.	.	PUNCT
cana-948	66	1	•	•	NUM
cana-948	66	2	the	the	DET
cana-948	66	3	optimization	optimization	NOUN
cana-948	66	4	framework	framework	NOUN
cana-948	66	5	that	that	PRON
cana-948	66	6	was	be	AUX
cana-948	66	7	built	build	VERB
cana-948	66	8	with	with	ADP
cana-948	66	9	the	the	DET
cana-948	66	10	help	help	NOUN
cana-948	66	11	of	of	ADP
cana-948	66	12	operations	operation	NOUN
cana-948	66	13	research	research	NOUN
cana-948	66	14	incorporates	incorporate	VERB
cana-948	66	15	the	the	DET
cana-948	66	16	predictive	predictive	ADJ
cana-948	66	17	models	model	NOUN
cana-948	66	18	that	that	PRON
cana-948	66	19	were	be	AUX
cana-948	66	20	developed	develop	VERB
cana-948	66	21	using	use	VERB
cana-948	66	22	machine	machine	NOUN
cana-948	66	23	learning	learn	VERB
cana-948	66	24	techniques	technique	NOUN
cana-948	66	25	[	[	X
cana-948	66	26	10	10	NUM
cana-948	66	27	]	]	PUNCT
cana-948	66	28	.	.	PUNCT
cana-948	67	1	•	•	NUM
cana-948	67	2	after	after	ADP
cana-948	67	3	defining	define	VERB
cana-948	67	4	the	the	DET
cana-948	67	5	goals	goal	NOUN
cana-948	67	6	and	and	CCONJ
cana-948	67	7	restrictions	restriction	NOUN
cana-948	67	8	,	,	PUNCT
cana-948	67	9	the	the	DET
cana-948	67	10	integrated	integrate	VERB
cana-948	67	11	optimization	optimization	NOUN
cana-948	67	12	framework	framework	NOUN
cana-948	67	13	is	be	AUX
cana-948	67	14	solved	solve	VERB
cana-948	67	15	with	with	ADP
cana-948	67	16	the	the	DET
cana-948	67	17	right	right	ADJ
cana-948	67	18	optimization	optimization	NOUN
cana-948	67	19	algorithms	algorithm	NOUN
cana-948	67	20	to	to	PART
cana-948	67	21	produce	produce	VERB
cana-948	67	22	optimal	optimal	ADJ
cana-948	67	23	or	or	CCONJ
cana-948	67	24	nearly	nearly	ADV
cana-948	67	25	optimal	optimal	ADJ
cana-948	67	26	solutions	solution	NOUN
cana-948	67	27	.	.	PUNCT
cana-948	68	1	communications	communication	NOUN
cana-948	68	2	on	on	ADP
cana-948	68	3	applied	apply	VERB
cana-948	68	4	nonlinear	nonlinear	ADJ
cana-948	68	5	analysis	analysis	NOUN
cana-948	68	6	issn	issn	NOUN
cana-948	68	7	:	:	PUNCT
cana-948	68	8	1074	1074	NUM
cana-948	68	9	-	-	PUNCT
cana-948	68	10	133x	133x	NUM
cana-948	68	11	vol	vol	NOUN
cana-948	68	12	31	31	NUM
cana-948	68	13	no	no	NOUN
cana-948	68	14	.	.	PUNCT
cana-948	69	1	4s	4s	NUM
cana-948	69	2	(	(	PUNCT
cana-948	69	3	2024	2024	NUM
cana-948	69	4	)	)	PUNCT
cana-948	69	5	534	534	NUM
cana-948	69	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	69	7	•	•	ADV
cana-948	69	8	last	last	ADJ
cana-948	69	9	but	but	CCONJ
cana-948	69	10	not	not	PART
cana-948	69	11	least	least	ADJ
cana-948	69	12	,	,	PUNCT
cana-948	69	13	utilizing	utilize	VERB
cana-948	69	14	real	real	ADJ
cana-948	69	15	-	-	PUNCT
cana-948	69	16	world	world	NOUN
cana-948	69	17	data	datum	NOUN
cana-948	69	18	and	and	CCONJ
cana-948	69	19	simulated	simulated	ADJ
cana-948	69	20	tests	test	NOUN
cana-948	69	21	,	,	PUNCT
cana-948	69	22	we	we	PRON
cana-948	69	23	analyses	analyse	VERB
cana-948	69	24	and	and	CCONJ
cana-948	69	25	validate	validate	VERB
cana-948	69	26	the	the	DET
cana-948	69	27	performance	performance	NOUN
cana-948	69	28	of	of	ADP
cana-948	69	29	the	the	DET
cana-948	69	30	suggested	suggest	VERB
cana-948	69	31	approach	approach	NOUN
cana-948	69	32	[	[	X
cana-948	69	33	11	11	NUM
cana-948	69	34	]	]	PUNCT
cana-948	69	35	.	.	PUNCT
cana-948	70	1	•	•	NOUN
cana-948	70	2	the	the	DET
cana-948	70	3	optimization	optimization	NOUN
cana-948	70	4	solutions	solution	NOUN
cana-948	70	5	are	be	AUX
cana-948	70	6	evaluated	evaluate	VERB
cana-948	70	7	based	base	VERB
cana-948	70	8	on	on	ADP
cana-948	70	9	key	key	ADJ
cana-948	70	10	performance	performance	NOUN
cana-948	70	11	criteria	criterion	NOUN
cana-948	70	12	like	like	ADP
cana-948	70	13	resource	resource	NOUN
cana-948	70	14	utilization	utilization	NOUN
cana-948	70	15	,	,	PUNCT
cana-948	70	16	energy	energy	NOUN
cana-948	70	17	efficiency	efficiency	NOUN
cana-948	70	18	,	,	PUNCT
cana-948	70	19	latency	latency	NOUN
cana-948	70	20	,	,	PUNCT
cana-948	70	21	and	and	CCONJ
cana-948	70	22	cost	cost	NOUN
cana-948	70	23	-	-	PUNCT
cana-948	70	24	effectiveness	effectiveness	NOUN
cana-948	70	25	.	.	PUNCT
cana-948	71	1	figure	figure	NOUN
cana-948	71	2	01	01	NUM
cana-948	71	3	displays	display	VERB
cana-948	71	4	the	the	DET
cana-948	71	5	suggested	suggest	VERB
cana-948	71	6	approach	approach	NOUN
cana-948	71	7	's	's	PART
cana-948	71	8	flow	flow	NOUN
cana-948	71	9	diagram	diagram	NOUN
cana-948	72	1	[	[	X
cana-948	72	2	14	14	NUM
cana-948	72	3	]	]	PUNCT
cana-948	72	4	,	,	PUNCT
cana-948	72	5	figure	figure	NOUN
cana-948	72	6	01	01	NUM
cana-948	72	7	:	:	PUNCT
cana-948	72	8	flow	flow	NOUN
cana-948	72	9	of	of	ADP
cana-948	72	10	proposed	propose	VERB
cana-948	72	11	work	work	NOUN
cana-948	72	12	3.1	3.1	NUM
cana-948	72	13	mathematical	mathematical	ADJ
cana-948	72	14	modeling	modeling	NOUN
cana-948	72	15	for	for	ADP
cana-948	72	16	data	datum	NOUN
cana-948	72	17	center	center	NOUN
cana-948	72	18	optimization	optimization	NOUN
cana-948	72	19	:	:	PUNCT
cana-948	72	20	if	if	SCONJ
cana-948	72	21	you	you	PRON
cana-948	72	22	want	want	VERB
cana-948	72	23	to	to	PART
cana-948	72	24	optimize	optimize	VERB
cana-948	72	25	data	datum	NOUN
cana-948	72	26	center	center	NOUN
cana-948	72	27	operations	operation	NOUN
cana-948	72	28	using	use	VERB
cana-948	72	29	ml	ml	NOUN
cana-948	72	30	and	and	CCONJ
cana-948	72	31	operations	operation	NOUN
cana-948	72	32	research	research	NOUN
cana-948	72	33	(	(	PUNCT
cana-948	72	34	or	or	CCONJ
cana-948	72	35	)	)	PUNCT
cana-948	72	36	methodologies	methodology	NOUN
cana-948	72	37	,	,	PUNCT
cana-948	72	38	you	you	PRON
cana-948	72	39	need	need	VERB
cana-948	72	40	to	to	PART
cana-948	72	41	create	create	VERB
cana-948	72	42	mathematical	mathematical	ADJ
cana-948	72	43	models	model	NOUN
cana-948	72	44	that	that	PRON
cana-948	72	45	include	include	VERB
cana-948	72	46	all	all	DET
cana-948	72	47	the	the	DET
cana-948	72	48	important	important	ADJ
cana-948	72	49	parts	part	NOUN
cana-948	72	50	of	of	ADP
cana-948	72	51	the	the	DET
cana-948	72	52	optimization	optimization	NOUN
cana-948	72	53	problem	problem	NOUN
cana-948	72	54	[	[	X
cana-948	72	55	15	15	NUM
cana-948	72	56	]	]	PUNCT
cana-948	72	57	.	.	PUNCT
cana-948	73	1	optimal	optimal	ADJ
cana-948	73	2	data	datum	NOUN
cana-948	73	3	center	center	PROPN
cana-948	73	4	mathematical	mathematical	ADJ
cana-948	73	5	modelling	modelling	NOUN
cana-948	73	6	is	be	AUX
cana-948	73	7	detailed	detail	VERB
cana-948	73	8	below	below	ADV
cana-948	73	9	.	.	PUNCT
cana-948	74	1	:	:	PUNCT
cana-948	74	2	1	1	X
cana-948	74	3	.	.	X
cana-948	74	4	workload	workload	NOUN
cana-948	74	5	prediction	prediction	NOUN
cana-948	74	6	model	model	NOUN
cana-948	74	7	:	:	PUNCT
cana-948	74	8	•	•	ADV
cana-948	74	9	let	let	VERB
cana-948	74	10	𝑊(𝑡)w(t	𝑊(𝑡)w(t	PROPN
cana-948	74	11	)	)	PUNCT
cana-948	74	12	represent	represent	VERB
cana-948	74	13	the	the	DET
cana-948	74	14	workload	workload	NOUN
cana-948	74	15	at	at	ADP
cana-948	74	16	time	time	NOUN
cana-948	74	17	𝑡t	𝑡t	PROPN
cana-948	74	18	.	.	PROPN
cana-948	75	1	•	•	NUM
cana-948	76	1	the	the	DET
cana-948	76	2	workload	workload	NOUN
cana-948	76	3	prediction	prediction	NOUN
cana-948	76	4	model	model	NOUN
cana-948	76	5	aims	aim	VERB
cana-948	76	6	to	to	PART
cana-948	76	7	forecast	forecast	VERB
cana-948	76	8	future	future	ADJ
cana-948	76	9	workload	workload	NOUN
cana-948	76	10	patterns	pattern	NOUN
cana-948	76	11	based	base	VERB
cana-948	76	12	on	on	ADP
cana-948	76	13	historical	historical	ADJ
cana-948	76	14	data	datum	NOUN
cana-948	76	15	.	.	PUNCT
cana-948	77	1	•	•	NOUN
cana-948	77	2	one	one	NUM
cana-948	77	3	way	way	NOUN
cana-948	77	4	is	be	AUX
cana-948	77	5	to	to	PART
cana-948	77	6	employ	employ	VERB
cana-948	77	7	machine	machine	NOUN
cana-948	77	8	learning	learning	NOUN
cana-948	77	9	algorithms	algorithm	NOUN
cana-948	77	10	like	like	ADP
cana-948	77	11	recurrent	recurrent	ADJ
cana-948	77	12	neural	neural	ADJ
cana-948	77	13	networks	network	NOUN
cana-948	77	14	(	(	PUNCT
cana-948	77	15	rnns	rnns	PROPN
cana-948	77	16	)	)	PUNCT
cana-948	77	17	or	or	CCONJ
cana-948	77	18	long	long	ADJ
cana-948	77	19	short	short	ADJ
cana-948	77	20	-	-	PUNCT
cana-948	77	21	term	term	NOUN
cana-948	77	22	memory	memory	NOUN
cana-948	77	23	(	(	PUNCT
cana-948	77	24	lstm	lstm	NOUN
cana-948	77	25	)	)	PUNCT
cana-948	77	26	networks	network	NOUN
cana-948	77	27	,	,	PUNCT
cana-948	77	28	or	or	CCONJ
cana-948	77	29	time	time	NOUN
cana-948	77	30	series	series	PROPN
cana-948	77	31	forecasting	forecasting	NOUN
cana-948	77	32	methods	method	NOUN
cana-948	77	33	like	like	ADP
cana-948	77	34	exponential	exponential	NOUN
cana-948	77	35	smoothing	smoothing	NOUN
cana-948	77	36	(	(	PUNCT
cana-948	77	37	ets	et	NOUN
cana-948	77	38	)	)	PUNCT
cana-948	77	39	or	or	CCONJ
cana-948	77	40	autoregressive	autoregressive	ADJ
cana-948	77	41	integrated	integrated	ADJ
cana-948	77	42	moving	move	VERB
cana-948	77	43	average	average	NOUN
cana-948	77	44	(	(	PUNCT
cana-948	77	45	arima	arima	PROPN
cana-948	77	46	)	)	PUNCT
cana-948	77	47	.	.	PUNCT
cana-948	78	1	•	•	NUM
cana-948	78	2	the	the	DET
cana-948	78	3	workload	workload	NOUN
cana-948	78	4	prediction	prediction	NOUN
cana-948	78	5	model	model	NOUN
cana-948	78	6	can	can	AUX
cana-948	78	7	be	be	AUX
cana-948	78	8	formulated	formulate	VERB
cana-948	78	9	as	as	SCONJ
cana-948	78	10	shown	show	VERB
cana-948	78	11	in	in	ADP
cana-948	78	12	equation	equation	NOUN
cana-948	78	13	01	01	NUM
cana-948	78	14	:	:	PUNCT
cana-948	78	15	𝑊^(𝑡+δ𝑡)=𝑓(𝑊(𝑡),𝑊(𝑡−δ𝑡),	𝑊^(𝑡+δ𝑡)=𝑓(𝑊(𝑡),𝑊(𝑡−δ𝑡),	NOUN
cana-948	78	16	...	...	PUNCT
cana-948	78	17	,𝑊(𝑡−𝑘))w^(t+δt)=f(w(t),w(t−δt),	,𝑊(𝑡−𝑘))w^(t+δt)=f(w(t),w(t−δt),	PROPN
cana-948	78	18	...	...	PUNCT
cana-948	78	19	,w(t−k	,w(t−k	PUNCT
cana-948	78	20	)	)	PUNCT
cana-948	78	21	)	)	PUNCT
cana-948	79	1	(	(	PUNCT
cana-948	79	2	1	1	X
cana-948	79	3	)	)	PUNCT
cana-948	79	4	communications	communication	NOUN
cana-948	79	5	on	on	ADP
cana-948	79	6	applied	apply	VERB
cana-948	79	7	nonlinear	nonlinear	ADJ
cana-948	79	8	analysis	analysis	NOUN
cana-948	79	9	issn	issn	NOUN
cana-948	79	10	:	:	PUNCT
cana-948	79	11	1074	1074	NUM
cana-948	79	12	-	-	PUNCT
cana-948	79	13	133x	133x	NUM
cana-948	79	14	vol	vol	NOUN
cana-948	79	15	31	31	NUM
cana-948	79	16	no	no	NOUN
cana-948	79	17	.	.	PUNCT
cana-948	80	1	4s	4s	NUM
cana-948	80	2	(	(	PUNCT
cana-948	80	3	2024	2024	NUM
cana-948	80	4	)	)	PUNCT
cana-948	80	5	535	535	NUM
cana-948	80	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	80	7	where	where	SCONJ
cana-948	80	8	𝑊^(𝑡+δ𝑡)w^(t+δt	𝑊^(𝑡+δ𝑡)w^(t+δt	VERB
cana-948	80	9	)	)	PUNCT
cana-948	80	10	is	be	AUX
cana-948	80	11	the	the	DET
cana-948	80	12	predicted	predict	VERB
cana-948	80	13	workload	workload	NOUN
cana-948	80	14	at	at	ADP
cana-948	80	15	time	time	NOUN
cana-948	80	16	𝑡+δ𝑡t+δt	𝑡+δ𝑡t+δt	NUM
cana-948	80	17	,	,	PUNCT
cana-948	80	18	and	and	CCONJ
cana-948	80	19	𝑓f	𝑓f	NOUN
cana-948	80	20	is	be	AUX
cana-948	80	21	the	the	DET
cana-948	80	22	forecasting	forecasting	NOUN
cana-948	80	23	function	function	NOUN
cana-948	80	24	.	.	PUNCT
cana-948	81	1	2	2	X
cana-948	81	2	.	.	X
cana-948	81	3	resource	resource	NOUN
cana-948	81	4	allocation	allocation	NOUN
cana-948	81	5	model	model	NOUN
cana-948	81	6	:	:	PUNCT
cana-948	81	7	•	•	NOUN
cana-948	81	8	let	let	VERB
cana-948	81	9	𝑅𝑖(𝑡)ri(t	𝑅𝑖(𝑡)ri(t	NOUN
cana-948	81	10	)	)	PUNCT
cana-948	81	11	represent	represent	VERB
cana-948	81	12	the	the	DET
cana-948	81	13	allocation	allocation	NOUN
cana-948	81	14	of	of	ADP
cana-948	81	15	resource	resource	NOUN
cana-948	81	16	𝑖i	𝑖i	PUNCT
cana-948	81	17	at	at	ADP
cana-948	81	18	time	time	NOUN
cana-948	81	19	𝑡t	𝑡t	PROPN
cana-948	81	20	.	.	PROPN
cana-948	81	21	•	•	NUM
cana-948	81	22	the	the	DET
cana-948	81	23	resource	resource	NOUN
cana-948	81	24	allocation	allocation	NOUN
cana-948	81	25	model	model	NOUN
cana-948	81	26	aims	aim	VERB
cana-948	81	27	to	to	PART
cana-948	81	28	optimize	optimize	VERB
cana-948	81	29	the	the	DET
cana-948	81	30	allocation	allocation	NOUN
cana-948	81	31	of	of	ADP
cana-948	81	32	resources	resource	NOUN
cana-948	81	33	(	(	PUNCT
cana-948	81	34	such	such	ADJ
cana-948	81	35	as	as	ADP
cana-948	81	36	cpu	cpu	NOUN
cana-948	81	37	,	,	PUNCT
cana-948	81	38	memory	memory	NOUN
cana-948	81	39	,	,	PUNCT
cana-948	81	40	storage	storage	NOUN
cana-948	81	41	)	)	PUNCT
cana-948	81	42	to	to	PART
cana-948	81	43	meet	meet	VERB
cana-948	81	44	the	the	DET
cana-948	81	45	predicted	predict	VERB
cana-948	81	46	workload	workload	NOUN
cana-948	81	47	demand	demand	NOUN
cana-948	81	48	while	while	SCONJ
cana-948	81	49	minimizing	minimize	VERB
cana-948	81	50	costs	cost	NOUN
cana-948	81	51	or	or	CCONJ
cana-948	81	52	energy	energy	NOUN
cana-948	81	53	consumption	consumption	NOUN
cana-948	82	1	[	[	X
cana-948	82	2	7	7	NUM
cana-948	82	3	]	]	PUNCT
cana-948	82	4	.	.	PUNCT
cana-948	83	1	•	•	NOUN
cana-948	83	2	this	this	PRON
cana-948	83	3	can	can	AUX
cana-948	83	4	be	be	AUX
cana-948	83	5	formulated	formulate	VERB
cana-948	83	6	as	as	ADP
cana-948	83	7	a	a	DET
cana-948	83	8	linear	linear	ADJ
cana-948	83	9	programming	programming	NOUN
cana-948	83	10	(	(	PUNCT
cana-948	83	11	lp	lp	NOUN
cana-948	83	12	)	)	PUNCT
cana-948	83	13	or	or	CCONJ
cana-948	83	14	integer	integer	NOUN
cana-948	83	15	programming	programming	NOUN
cana-948	83	16	(	(	PUNCT
cana-948	83	17	ip	ip	NOUN
cana-948	83	18	)	)	PUNCT
cana-948	83	19	problem	problem	NOUN
cana-948	83	20	:	:	PUNCT
cana-948	83	21	minimize∑𝑖𝐶𝑖⋅𝑅𝑖(𝑡)minimizeci⋅ri(t	minimize∑𝑖𝐶𝑖⋅𝑅𝑖(𝑡)minimizeci⋅ri(t	ADJ
cana-948	83	22	)	)	PUNCT
cana-948	83	23	subject	subject	NOUN
cana-948	83	24	to	to	ADP
cana-948	83	25	constraints	constraint	NOUN
cana-948	83	26	such	such	ADJ
cana-948	83	27	as	as	ADP
cana-948	83	28	shown	show	VERB
cana-948	83	29	in	in	ADP
cana-948	83	30	equation	equation	NOUN
cana-948	83	31	02	02	NUM
cana-948	83	32	:	:	PUNCT
cana-948	83	33	∑𝑖𝑅𝑖(𝑡)=𝑊(𝑡)∑iri(t)=w(t	∑𝑖𝑅𝑖(𝑡)=𝑊(𝑡)∑iri(t)=w(t	NUM
cana-948	83	34	)	)	PUNCT
cana-948	83	35	𝑅𝑖(𝑡)≥0ri(t)≥0	𝑅𝑖(𝑡)≥0ri(t)≥0	PUNCT
cana-948	84	1	(	(	PUNCT
cana-948	84	2	2	2	X
cana-948	84	3	)	)	PUNCT
cana-948	84	4	where	where	SCONJ
cana-948	84	5	𝐶𝑖ci	𝐶𝑖ci	NOUN
cana-948	84	6	ensures	ensure	VERB
cana-948	84	7	that	that	SCONJ
cana-948	84	8	the	the	DET
cana-948	84	9	total	total	ADJ
cana-948	84	10	resources	resource	NOUN
cana-948	84	11	assigned	assign	VERB
cana-948	84	12	are	be	AUX
cana-948	84	13	sufficient	sufficient	ADJ
cana-948	84	14	to	to	PART
cana-948	84	15	meet	meet	VERB
cana-948	84	16	the	the	DET
cana-948	84	17	expected	expect	VERB
cana-948	84	18	workload	workload	NOUN
cana-948	84	19	requirement	requirement	NOUN
cana-948	84	20	,	,	PUNCT
cana-948	84	21	and	and	CCONJ
cana-948	84	22	denotes	denote	VERB
cana-948	84	23	the	the	DET
cana-948	84	24	cost	cost	NOUN
cana-948	84	25	or	or	CCONJ
cana-948	84	26	energy	energy	NOUN
cana-948	84	27	consumption	consumption	NOUN
cana-948	84	28	of	of	ADP
cana-948	84	29	resource	resource	NOUN
cana-948	84	30	𝑖i	𝑖i	ADP
cana-948	84	31	.	.	PUNCT
cana-948	84	32	optimization	optimization	NOUN
cana-948	84	33	strategies	strategy	NOUN
cana-948	84	34	that	that	PRON
cana-948	84	35	improve	improve	VERB
cana-948	84	36	data	datum	NOUN
cana-948	84	37	center	center	NOUN
cana-948	84	38	operations	operation	NOUN
cana-948	84	39	in	in	ADP
cana-948	84	40	terms	term	NOUN
cana-948	84	41	of	of	ADP
cana-948	84	42	performance	performance	NOUN
cana-948	84	43	,	,	PUNCT
cana-948	84	44	efficiency	efficiency	NOUN
cana-948	84	45	,	,	PUNCT
cana-948	84	46	and	and	CCONJ
cana-948	84	47	sustainability	sustainability	NOUN
cana-948	84	48	are	be	AUX
cana-948	84	49	built	build	VERB
cana-948	84	50	on	on	ADP
cana-948	84	51	top	top	NOUN
cana-948	84	52	of	of	ADP
cana-948	84	53	these	these	DET
cana-948	84	54	mathematical	mathematical	ADJ
cana-948	84	55	models	model	NOUN
cana-948	84	56	.	.	PUNCT
cana-948	85	1	these	these	DET
cana-948	85	2	strategies	strategy	NOUN
cana-948	85	3	make	make	VERB
cana-948	85	4	use	use	NOUN
cana-948	85	5	of	of	ADP
cana-948	85	6	both	both	CCONJ
cana-948	85	7	ol	ol	ADJ
cana-948	85	8	and	and	CCONJ
cana-948	85	9	ml	ml	ADP
cana-948	85	10	techniques	technique	NOUN
cana-948	85	11	.	.	PUNCT
cana-948	86	1	data	datum	NOUN
cana-948	86	2	center	center	PROPN
cana-948	86	3	operators	operator	NOUN
cana-948	86	4	can	can	AUX
cana-948	86	5	optimize	optimize	VERB
cana-948	86	6	resource	resource	NOUN
cana-948	86	7	allocation	allocation	NOUN
cana-948	86	8	,	,	PUNCT
cana-948	86	9	workload	workload	NOUN
cana-948	86	10	management	management	NOUN
cana-948	86	11	,	,	PUNCT
cana-948	86	12	temperature	temperature	NOUN
cana-948	86	13	control	control	NOUN
cana-948	86	14	,	,	PUNCT
cana-948	86	15	energy	energy	NOUN
cana-948	86	16	consumption	consumption	NOUN
cana-948	86	17	,	,	PUNCT
cana-948	86	18	and	and	CCONJ
cana-948	86	19	anomaly	anomaly	NOUN
cana-948	86	20	detection	detection	NOUN
cana-948	86	21	in	in	ADP
cana-948	86	22	real	real	ADJ
cana-948	86	23	-	-	PUNCT
cana-948	86	24	time	time	NOUN
cana-948	86	25	by	by	ADP
cana-948	86	26	formally	formally	ADV
cana-948	86	27	stating	state	VERB
cana-948	86	28	the	the	DET
cana-948	86	29	optimization	optimization	NOUN
cana-948	86	30	problem	problem	NOUN
cana-948	86	31	in	in	ADP
cana-948	86	32	a	a	DET
cana-948	86	33	mathematical	mathematical	ADJ
cana-948	86	34	framework	framework	NOUN
cana-948	86	35	[	[	X
cana-948	86	36	12	12	NUM
cana-948	86	37	]	]	PUNCT
cana-948	86	38	.	.	PUNCT
cana-948	87	1	this	this	PRON
cana-948	87	2	allows	allow	VERB
cana-948	87	3	for	for	ADP
cana-948	87	4	informed	informed	ADJ
cana-948	87	5	decision	decision	NOUN
cana-948	87	6	-	-	PUNCT
cana-948	87	7	making	making	NOUN
cana-948	87	8	,	,	PUNCT
cana-948	87	9	systematic	systematic	ADJ
cana-948	87	10	analysis	analysis	NOUN
cana-948	87	11	of	of	ADP
cana-948	87	12	trade	trade	NOUN
cana-948	87	13	-	-	PUNCT
cana-948	87	14	offs	off	NOUN
cana-948	87	15	,	,	PUNCT
cana-948	87	16	and	and	CCONJ
cana-948	87	17	the	the	DET
cana-948	87	18	implementation	implementation	NOUN
cana-948	87	19	of	of	ADP
cana-948	87	20	adaptive	adaptive	ADJ
cana-948	87	21	control	control	NOUN
cana-948	87	22	strategies	strategy	NOUN
cana-948	87	23	.	.	PUNCT
cana-948	88	1	4	4	X
cana-948	88	2	.	.	X
cana-948	88	3	results	result	NOUN
cana-948	88	4	we	we	PRON
cana-948	88	5	are	be	AUX
cana-948	88	6	optimizing	optimize	VERB
cana-948	88	7	data	datum	NOUN
cana-948	88	8	center	center	NOUN
cana-948	88	9	energy	energy	NOUN
cana-948	88	10	consumption	consumption	NOUN
cana-948	88	11	by	by	ADP
cana-948	88	12	employing	employ	VERB
cana-948	88	13	operations	operation	NOUN
cana-948	88	14	research	research	NOUN
cana-948	88	15	and	and	CCONJ
cana-948	88	16	machine	machine	NOUN
cana-948	88	17	learning	learning	NOUN
cana-948	88	18	methodologies	methodology	NOUN
cana-948	88	19	.	.	PUNCT
cana-948	89	1	we	we	PRON
cana-948	89	2	will	will	AUX
cana-948	89	3	create	create	VERB
cana-948	89	4	a	a	DET
cana-948	89	5	set	set	NOUN
cana-948	89	6	of	of	ADP
cana-948	89	7	example	example	NOUN
cana-948	89	8	data	datum	NOUN
cana-948	89	9	and	and	CCONJ
cana-948	89	10	illustrate	illustrate	VERB
cana-948	89	11	the	the	DET
cana-948	89	12	method	method	NOUN
cana-948	89	13	of	of	ADP
cana-948	89	14	analysis	analysis	NOUN
cana-948	89	15	,	,	PUNCT
cana-948	89	16	which	which	PRON
cana-948	89	17	involves	involve	VERB
cana-948	89	18	using	use	VERB
cana-948	89	19	python	python	PROPN
cana-948	89	20	code	code	NOUN
cana-948	89	21	to	to	PART
cana-948	89	22	construct	construct	VERB
cana-948	89	23	graphs	graph	NOUN
cana-948	89	24	seen	see	VERB
cana-948	89	25	in	in	ADP
cana-948	89	26	figure	figure	NOUN
cana-948	89	27	02	02	NUM
cana-948	89	28	.	.	PUNCT
cana-948	89	29	,	,	PUNCT
cana-948	89	30	figure	figure	VERB
cana-948	89	31	02	02	NUM
cana-948	89	32	:	:	PUNCT
cana-948	89	33	show	show	VERB
cana-948	89	34	the	the	DET
cana-948	89	35	representation	representation	NOUN
cana-948	89	36	of	of	ADP
cana-948	89	37	data	datum	NOUN
cana-948	89	38	optimization	optimization	NOUN
cana-948	89	39	using	use	VERB
cana-948	89	40	data	datum	NOUN
cana-948	89	41	centric	centric	ADJ
cana-948	89	42	approach	approach	NOUN
cana-948	89	43	with	with	ADP
cana-948	89	44	respective	respective	ADJ
cana-948	89	45	bandwidth	bandwidth	NOUN
cana-948	89	46	of	of	ADP
cana-948	89	47	data	datum	NOUN
cana-948	89	48	communications	communication	NOUN
cana-948	89	49	on	on	ADP
cana-948	89	50	applied	apply	VERB
cana-948	89	51	nonlinear	nonlinear	ADJ
cana-948	89	52	analysis	analysis	NOUN
cana-948	89	53	issn	issn	NOUN
cana-948	89	54	:	:	PUNCT
cana-948	89	55	1074	1074	NUM
cana-948	89	56	-	-	PUNCT
cana-948	89	57	133x	133x	NUM
cana-948	89	58	vol	vol	NOUN
cana-948	89	59	31	31	NUM
cana-948	89	60	no	no	NOUN
cana-948	89	61	.	.	PUNCT
cana-948	90	1	4s	4s	NUM
cana-948	90	2	(	(	PUNCT
cana-948	90	3	2024	2024	NUM
cana-948	90	4	)	)	PUNCT
cana-948	90	5	536	536	NUM
cana-948	90	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	90	7	•	•	NOUN
cana-948	90	8	the	the	DET
cana-948	90	9	resulting	result	VERB
cana-948	90	10	graph	graph	NOUN
cana-948	90	11	will	will	AUX
cana-948	90	12	display	display	VERB
cana-948	90	13	the	the	DET
cana-948	90	14	duration	duration	NOUN
cana-948	90	15	in	in	ADP
cana-948	90	16	seconds	second	NOUN
cana-948	90	17	on	on	ADP
cana-948	90	18	the	the	DET
cana-948	90	19	x	x	NOUN
cana-948	90	20	-	-	NOUN
cana-948	90	21	axis	axis	NOUN
cana-948	90	22	and	and	CCONJ
cana-948	90	23	the	the	DET
cana-948	90	24	projected	project	VERB
cana-948	90	25	bandwidth	bandwidth	NOUN
cana-948	90	26	on	on	ADP
cana-948	90	27	the	the	DET
cana-948	90	28	y	y	NOUN
cana-948	90	29	-	-	PUNCT
cana-948	90	30	axis	axis	NOUN
cana-948	90	31	.	.	PUNCT
cana-948	91	1	points	point	NOUN
cana-948	91	2	that	that	PRON
cana-948	91	3	are	be	AUX
cana-948	91	4	closer	close	ADJ
cana-948	91	5	to	to	ADP
cana-948	91	6	the	the	DET
cana-948	91	7	diagonal	diagonal	ADJ
cana-948	91	8	dashed	dash	VERB
cana-948	91	9	line	line	NOUN
cana-948	91	10	imply	imply	VERB
cana-948	91	11	higher	high	ADJ
cana-948	91	12	levels	level	NOUN
cana-948	91	13	of	of	ADP
cana-948	91	14	prediction	prediction	NOUN
cana-948	91	15	accuracy	accuracy	NOUN
cana-948	91	16	.	.	PUNCT
cana-948	92	1	•	•	NUM
cana-948	92	2	here	here	ADV
cana-948	92	3	are	be	AUX
cana-948	92	4	the	the	DET
cana-948	92	5	steps	step	NOUN
cana-948	92	6	we	we	PRON
cana-948	92	7	employed	employ	VERB
cana-948	92	8	while	while	SCONJ
cana-948	92	9	working	work	VERB
cana-948	92	10	on	on	ADP
cana-948	92	11	it	it	PRON
cana-948	92	12	utilizing	utilize	VERB
cana-948	92	13	python	python	NOUN
cana-948	92	14	:	:	PUNCT
cana-948	92	15	•	•	ADP
cana-948	92	16	we	we	PRON
cana-948	92	17	produce	produce	VERB
cana-948	92	18	simulated	simulated	ADJ
cana-948	92	19	data	datum	NOUN
cana-948	92	20	that	that	PRON
cana-948	92	21	represents	represent	VERB
cana-948	92	22	the	the	DET
cana-948	92	23	server	server	NOUN
cana-948	92	24	's	's	PART
cana-948	92	25	workload	workload	NOUN
cana-948	92	26	,	,	PUNCT
cana-948	92	27	temperature	temperature	NOUN
cana-948	92	28	,	,	PUNCT
cana-948	92	29	and	and	CCONJ
cana-948	92	30	energy	energy	NOUN
cana-948	92	31	usage	usage	NOUN
cana-948	92	32	.	.	PUNCT
cana-948	93	1	•	•	NOUN
cana-948	93	2	the	the	DET
cana-948	93	3	data	data	NOUN
cana-948	93	4	is	be	AUX
cana-948	93	5	divided	divide	VERB
cana-948	93	6	into	into	ADP
cana-948	93	7	several	several	ADJ
cana-948	93	8	sets	set	NOUN
cana-948	93	9	for	for	ADP
cana-948	93	10	training	training	NOUN
cana-948	93	11	and	and	CCONJ
cana-948	93	12	testing	testing	NOUN
cana-948	93	13	purposes	purpose	NOUN
cana-948	93	14	.	.	PUNCT
cana-948	94	1	•	•	NOUN
cana-948	94	2	we	we	PRON
cana-948	94	3	utilize	utilize	VERB
cana-948	94	4	a	a	DET
cana-948	94	5	machine	machine	NOUN
cana-948	94	6	learning	learn	VERB
cana-948	94	7	model	model	NOUN
cana-948	94	8	,	,	PUNCT
cana-948	94	9	specifically	specifically	ADV
cana-948	94	10	linear	linear	VERB
cana-948	94	11	regression	regression	NOUN
cana-948	94	12	,	,	PUNCT
cana-948	94	13	to	to	PART
cana-948	94	14	forecast	forecast	VERB
cana-948	94	15	energy	energy	NOUN
cana-948	94	16	usage	usage	NOUN
cana-948	94	17	by	by	ADP
cana-948	94	18	considering	consider	VERB
cana-948	94	19	server	server	NOUN
cana-948	94	20	load	load	NOUN
cana-948	94	21	and	and	CCONJ
cana-948	94	22	temperature	temperature	NOUN
cana-948	94	23	characteristics	characteristic	NOUN
cana-948	94	24	[	[	X
cana-948	94	25	13	13	NUM
cana-948	94	26	]	]	PUNCT
cana-948	94	27	.	.	PUNCT
cana-948	95	1	•	•	INTJ
cana-948	95	2	we	we	PRON
cana-948	95	3	utilize	utilize	VERB
cana-948	95	4	both	both	PRON
cana-948	95	5	the	the	DET
cana-948	95	6	machine	machine	NOUN
cana-948	95	7	learning	learn	VERB
cana-948	95	8	model	model	NOUN
cana-948	95	9	and	and	CCONJ
cana-948	95	10	a	a	DET
cana-948	95	11	straightforward	straightforward	ADJ
cana-948	95	12	rule	rule	NOUN
cana-948	95	13	-	-	PUNCT
cana-948	95	14	based	base	VERB
cana-948	95	15	technique	technique	NOUN
cana-948	95	16	(	(	PUNCT
cana-948	95	17	operations	operation	NOUN
cana-948	95	18	research	research	NOUN
cana-948	95	19	)	)	PUNCT
cana-948	95	20	to	to	PART
cana-948	95	21	generate	generate	VERB
cana-948	95	22	forecasts	forecast	NOUN
cana-948	95	23	.	.	PUNCT
cana-948	96	1	•	•	NUM
cana-948	96	2	the	the	DET
cana-948	96	3	performance	performance	NOUN
cana-948	96	4	of	of	ADP
cana-948	96	5	the	the	DET
cana-948	96	6	models	model	NOUN
cana-948	96	7	is	be	AUX
cana-948	96	8	assessed	assess	VERB
cana-948	96	9	using	use	VERB
cana-948	96	10	the	the	DET
cana-948	96	11	root	root	NOUN
cana-948	96	12	mean	mean	NOUN
cana-948	96	13	squared	square	VERB
cana-948	96	14	error	error	NOUN
cana-948	96	15	(	(	PUNCT
cana-948	96	16	rmse	rmse	NOUN
cana-948	96	17	)	)	PUNCT
cana-948	96	18	.	.	PUNCT
cana-948	97	1	•	•	ADV
cana-948	97	2	ultimately	ultimately	ADV
cana-948	97	3	,	,	PUNCT
cana-948	97	4	we	we	PRON
cana-948	97	5	depict	depict	VERB
cana-948	97	6	the	the	DET
cana-948	97	7	forecasts	forecast	NOUN
cana-948	97	8	by	by	ADP
cana-948	97	9	means	mean	NOUN
cana-948	97	10	of	of	ADP
cana-948	97	11	a	a	DET
cana-948	97	12	scatter	scatter	NOUN
cana-948	97	13	plot	plot	NOUN
cana-948	97	14	,	,	PUNCT
cana-948	97	15	juxtaposing	juxtapose	VERB
cana-948	97	16	the	the	DET
cana-948	97	17	prognostications	prognostication	NOUN
cana-948	97	18	of	of	ADP
cana-948	97	19	the	the	DET
cana-948	97	20	machine	machine	NOUN
cana-948	97	21	learning	learning	NOUN
cana-948	97	22	model	model	NOUN
cana-948	97	23	and	and	CCONJ
cana-948	97	24	the	the	DET
cana-948	97	25	operations	operation	NOUN
cana-948	97	26	research	research	NOUN
cana-948	97	27	methodology	methodology	NOUN
cana-948	97	28	.	.	PUNCT
cana-948	98	1	following	follow	VERB
cana-948	98	2	figure	figure	NOUN
cana-948	98	3	03	03	NUM
cana-948	98	4	comparative	comparative	ADJ
cana-948	98	5	analysis	analysis	NOUN
cana-948	98	6	chart	chart	NOUN
cana-948	98	7	showing	show	VERB
cana-948	98	8	the	the	DET
cana-948	98	9	results	result	NOUN
cana-948	98	10	of	of	ADP
cana-948	98	11	using	use	VERB
cana-948	98	12	operations	operation	NOUN
cana-948	98	13	research	research	NOUN
cana-948	98	14	(	(	PUNCT
cana-948	98	15	or	or	CCONJ
cana-948	98	16	)	)	PUNCT
cana-948	98	17	,	,	PUNCT
cana-948	98	18	machine	machine	NOUN
cana-948	98	19	learning	learning	NOUN
cana-948	98	20	(	(	PUNCT
cana-948	98	21	ml	ml	NOUN
cana-948	98	22	)	)	PUNCT
cana-948	98	23	,	,	PUNCT
cana-948	98	24	and	and	CCONJ
cana-948	98	25	hybrid	hybrid	ADJ
cana-948	98	26	approaches	approach	NOUN
cana-948	98	27	for	for	ADP
cana-948	98	28	data	datum	NOUN
cana-948	98	29	center	center	NOUN
cana-948	98	30	optimization	optimization	NOUN
cana-948	98	31	.	.	PUNCT
cana-948	99	1	the	the	DET
cana-948	99	2	chart	chart	NOUN
cana-948	99	3	includes	include	VERB
cana-948	99	4	performance	performance	NOUN
cana-948	99	5	improvement	improvement	NOUN
cana-948	99	6	,	,	PUNCT
cana-948	99	7	energy	energy	NOUN
cana-948	99	8	saving	saving	NOUN
cana-948	99	9	,	,	PUNCT
cana-948	99	10	and	and	CCONJ
cana-948	99	11	scalability	scalability	NOUN
cana-948	99	12	scores	score	NOUN
cana-948	99	13	.	.	PUNCT
cana-948	100	1	figure	figure	NOUN
cana-948	100	2	03	03	NUM
cana-948	100	3	:	:	PUNCT
cana-948	100	4	operations	operation	NOUN
cana-948	100	5	research	research	NOUN
cana-948	100	6	(	(	PUNCT
cana-948	100	7	or	or	CCONJ
cana-948	100	8	)	)	PUNCT
cana-948	100	9	,	,	PUNCT
cana-948	100	10	machine	machine	NOUN
cana-948	100	11	learning	learning	NOUN
cana-948	100	12	(	(	PUNCT
cana-948	100	13	ml	ml	NOUN
cana-948	100	14	)	)	PUNCT
cana-948	100	15	,	,	PUNCT
cana-948	100	16	and	and	CCONJ
cana-948	100	17	hybrid	hybrid	ADJ
cana-948	100	18	approaches	approach	NOUN
cana-948	100	19	for	for	ADP
cana-948	100	20	data	datum	NOUN
cana-948	100	21	centre	centre	NOUN
cana-948	100	22	optimization	optimization	NOUN
cana-948	100	23	outcome	outcome	NOUN
cana-948	100	24	of	of	ADP
cana-948	100	25	result	result	NOUN
cana-948	100	26	:	:	PUNCT
cana-948	100	27	•	•	ADP
cana-948	100	28	the	the	DET
cana-948	100	29	visualization	visualization	NOUN
cana-948	100	30	depicts	depict	VERB
cana-948	100	31	the	the	DET
cana-948	100	32	projected	project	VERB
cana-948	100	33	energy	energy	NOUN
cana-948	100	34	usage	usage	NOUN
cana-948	100	35	in	in	ADP
cana-948	100	36	terms	term	NOUN
cana-948	100	37	of	of	ADP
cana-948	100	38	bandwidth	bandwidth	NOUN
cana-948	100	39	for	for	ADP
cana-948	100	40	both	both	DET
cana-948	100	41	approaches	approach	NOUN
cana-948	100	42	,	,	PUNCT
cana-948	100	43	compared	compare	VERB
cana-948	100	44	to	to	ADP
cana-948	100	45	the	the	DET
cana-948	100	46	actual	actual	ADJ
cana-948	100	47	values	value	NOUN
cana-948	100	48	.	.	PUNCT
cana-948	101	1	•	•	NUM
cana-948	101	2	in	in	ADP
cana-948	101	3	general	general	ADJ
cana-948	101	4	,	,	PUNCT
cana-948	101	5	although	although	SCONJ
cana-948	101	6	both	both	DET
cana-948	101	7	methods	method	NOUN
cana-948	101	8	demonstrate	demonstrate	VERB
cana-948	101	9	potential	potential	ADJ
cana-948	101	10	,	,	PUNCT
cana-948	101	11	additional	additional	ADJ
cana-948	101	12	refinement	refinement	NOUN
cana-948	101	13	and	and	CCONJ
cana-948	101	14	optimization	optimization	NOUN
cana-948	101	15	may	may	AUX
cana-948	101	16	be	be	AUX
cana-948	101	17	necessary	necessary	ADJ
cana-948	101	18	to	to	PART
cana-948	101	19	attain	attain	VERB
cana-948	101	20	superior	superior	ADJ
cana-948	101	21	outcomes	outcome	NOUN
cana-948	101	22	in	in	ADP
cana-948	101	23	real	real	ADJ
cana-948	101	24	-	-	PUNCT
cana-948	101	25	life	life	NOUN
cana-948	101	26	situations	situation	NOUN
cana-948	101	27	[	[	X
cana-948	101	28	14	14	NUM
cana-948	101	29	]	]	PUNCT
cana-948	101	30	.	.	PUNCT
cana-948	102	1	communications	communication	NOUN
cana-948	102	2	on	on	ADP
cana-948	102	3	applied	apply	VERB
cana-948	102	4	nonlinear	nonlinear	ADJ
cana-948	102	5	analysis	analysis	NOUN
cana-948	102	6	issn	issn	NOUN
cana-948	102	7	:	:	PUNCT
cana-948	102	8	1074	1074	NUM
cana-948	102	9	-	-	PUNCT
cana-948	102	10	133x	133x	NUM
cana-948	102	11	vol	vol	NOUN
cana-948	102	12	31	31	NUM
cana-948	102	13	no	no	NOUN
cana-948	102	14	.	.	PUNCT
cana-948	103	1	4s	4s	NUM
cana-948	103	2	(	(	PUNCT
cana-948	103	3	2024	2024	NUM
cana-948	103	4	)	)	PUNCT
cana-948	103	5	537	537	NUM
cana-948	103	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	103	7	this	this	DET
cana-948	103	8	discussion	discussion	NOUN
cana-948	103	9	presents	present	VERB
cana-948	103	10	an	an	DET
cana-948	103	11	analysis	analysis	NOUN
cana-948	103	12	of	of	ADP
cana-948	103	13	the	the	DET
cana-948	103	14	performance	performance	NOUN
cana-948	103	15	of	of	ADP
cana-948	103	16	both	both	DET
cana-948	103	17	procedures	procedure	NOUN
cana-948	103	18	and	and	CCONJ
cana-948	103	19	offers	offer	VERB
cana-948	103	20	insights	insight	NOUN
cana-948	103	21	into	into	ADP
cana-948	103	22	their	their	PRON
cana-948	103	23	respective	respective	ADJ
cana-948	103	24	strengths	strength	NOUN
cana-948	103	25	and	and	CCONJ
cana-948	103	26	shortcomings	shortcoming	NOUN
cana-948	103	27	,	,	PUNCT
cana-948	103	28	which	which	PRON
cana-948	103	29	can	can	AUX
cana-948	103	30	serve	serve	VERB
cana-948	103	31	as	as	ADP
cana-948	103	32	a	a	DET
cana-948	103	33	foundation	foundation	NOUN
cana-948	103	34	for	for	ADP
cana-948	103	35	further	further	ADJ
cana-948	103	36	investigation	investigation	NOUN
cana-948	103	37	or	or	CCONJ
cana-948	103	38	improvement	improvement	NOUN
cana-948	103	39	of	of	ADP
cana-948	103	40	the	the	DET
cana-948	103	41	approaches	approach	NOUN
cana-948	103	42	[	[	X
cana-948	103	43	15	15	NUM
cana-948	103	44	]	]	SYM
cana-948	103	45	.	.	PUNCT
cana-948	104	1	5	5	X
cana-948	104	2	.	.	X
cana-948	104	3	application	application	NOUN
cana-948	104	4	here	here	ADV
cana-948	104	5	,	,	PUNCT
cana-948	104	6	we	we	PRON
cana-948	104	7	present	present	VERB
cana-948	104	8	a	a	DET
cana-948	104	9	practical	practical	ADJ
cana-948	104	10	example	example	NOUN
cana-948	104	11	of	of	ADP
cana-948	104	12	a	a	DET
cana-948	104	13	scenario	scenario	NOUN
cana-948	104	14	that	that	PRON
cana-948	104	15	requires	require	VERB
cana-948	104	16	real	real	ADJ
cana-948	104	17	-	-	PUNCT
cana-948	104	18	time	time	NOUN
cana-948	104	19	processing	processing	NOUN
cana-948	104	20	,	,	PUNCT
cana-948	104	21	along	along	ADP
cana-948	104	22	with	with	ADP
cana-948	104	23	the	the	DET
cana-948	104	24	sequential	sequential	ADJ
cana-948	104	25	actions	action	NOUN
cana-948	104	26	involved	involve	VERB
cana-948	104	27	:	:	PUNCT
cana-948	104	28	1	1	X
cana-948	104	29	.	.	PUNCT
cana-948	104	30	data	datum	NOUN
cana-948	104	31	collection	collection	NOUN
cana-948	104	32	and	and	CCONJ
cana-948	104	33	monitoring	monitoring	NOUN
cana-948	104	34	:	:	PUNCT
cana-948	104	35	it	it	PRON
cana-948	104	36	is	be	AUX
cana-948	104	37	crucial	crucial	ADJ
cana-948	104	38	to	to	PART
cana-948	104	39	continuously	continuously	ADV
cana-948	104	40	monitor	monitor	VERB
cana-948	104	41	various	various	ADJ
cana-948	104	42	parameters	parameter	NOUN
cana-948	104	43	of	of	ADP
cana-948	104	44	the	the	DET
cana-948	104	45	data	datum	NOUN
cana-948	104	46	center	center	NOUN
cana-948	104	47	in	in	ADP
cana-948	104	48	order	order	NOUN
cana-948	104	49	to	to	PART
cana-948	104	50	optimize	optimize	VERB
cana-948	104	51	it	it	PRON
cana-948	104	52	in	in	ADP
cana-948	104	53	real	real	ADJ
cana-948	104	54	-	-	PUNCT
cana-948	104	55	time	time	NOUN
cana-948	104	56	.	.	PUNCT
cana-948	105	1	this	this	PRON
cana-948	105	2	involves	involve	VERB
cana-948	105	3	gathering	gather	VERB
cana-948	105	4	statistics	statistic	NOUN
cana-948	105	5	on	on	ADP
cana-948	105	6	server	server	NOUN
cana-948	105	7	utilization	utilization	NOUN
cana-948	105	8	,	,	PUNCT
cana-948	105	9	network	network	NOUN
cana-948	105	10	traffic	traffic	NOUN
cana-948	105	11	,	,	PUNCT
cana-948	105	12	temperature	temperature	NOUN
cana-948	105	13	,	,	PUNCT
cana-948	105	14	energy	energy	NOUN
cana-948	105	15	usage	usage	NOUN
cana-948	105	16	,	,	PUNCT
cana-948	105	17	and	and	CCONJ
cana-948	105	18	other	other	ADJ
cana-948	105	19	pertinent	pertinent	ADJ
cana-948	105	20	parameters	parameter	NOUN
cana-948	105	21	[	[	X
cana-948	105	22	11	11	NUM
cana-948	105	23	]	]	SYM
cana-948	105	24	.	.	PUNCT
cana-948	106	1	2	2	X
cana-948	106	2	.	.	NOUN
cana-948	106	3	workload	workload	NOUN
cana-948	106	4	prediction	prediction	NOUN
cana-948	106	5	:	:	PUNCT
cana-948	106	6	machine	machine	NOUN
cana-948	106	7	learning	learning	NOUN
cana-948	106	8	models	model	NOUN
cana-948	106	9	are	be	AUX
cana-948	106	10	developed	develop	VERB
cana-948	106	11	using	use	VERB
cana-948	106	12	past	past	ADJ
cana-948	106	13	workload	workload	NOUN
cana-948	106	14	data	datum	NOUN
cana-948	106	15	to	to	PART
cana-948	106	16	forecast	forecast	VERB
cana-948	106	17	future	future	ADJ
cana-948	106	18	workload	workload	NOUN
cana-948	106	19	patterns	pattern	NOUN
cana-948	106	20	.	.	PUNCT
cana-948	107	1	methods	method	NOUN
cana-948	107	2	such	such	ADJ
cana-948	107	3	as	as	ADP
cana-948	107	4	time	time	NOUN
cana-948	107	5	-	-	PUNCT
cana-948	107	6	series	series	NOUN
cana-948	107	7	forecasting	forecasting	NOUN
cana-948	107	8	,	,	PUNCT
cana-948	107	9	recurrent	recurrent	ADJ
cana-948	107	10	neural	neural	ADJ
cana-948	107	11	networks	network	NOUN
cana-948	107	12	(	(	PUNCT
cana-948	107	13	rnns	rnns	PROPN
cana-948	107	14	)	)	PUNCT
cana-948	107	15	,	,	PUNCT
cana-948	107	16	or	or	CCONJ
cana-948	107	17	long	long	ADJ
cana-948	107	18	short	short	ADJ
cana-948	107	19	-	-	PUNCT
cana-948	107	20	term	term	NOUN
cana-948	107	21	memory	memory	NOUN
cana-948	107	22	(	(	PUNCT
cana-948	107	23	lstm	lstm	NOUN
cana-948	107	24	)	)	PUNCT
cana-948	107	25	networks	network	NOUN
cana-948	107	26	are	be	AUX
cana-948	107	27	used	use	VERB
cana-948	107	28	for	for	ADP
cana-948	107	29	workload	workload	NOUN
cana-948	107	30	prediction	prediction	NOUN
cana-948	107	31	.	.	PUNCT
cana-948	108	1	3	3	X
cana-948	108	2	.	.	X
cana-948	108	3	resource	resource	NOUN
cana-948	108	4	allocation	allocation	NOUN
cana-948	108	5	and	and	CCONJ
cana-948	108	6	management	management	NOUN
cana-948	108	7	:	:	PUNCT
cana-948	108	8	optimization	optimization	NOUN
cana-948	108	9	techniques	technique	NOUN
cana-948	108	10	are	be	AUX
cana-948	108	11	utilized	utilize	VERB
cana-948	108	12	to	to	PART
cana-948	108	13	dynamically	dynamically	VERB
cana-948	108	14	allocate	allocate	VERB
cana-948	108	15	resources	resource	NOUN
cana-948	108	16	,	,	PUNCT
cana-948	108	17	such	such	ADJ
cana-948	108	18	as	as	ADP
cana-948	108	19	cpu	cpu	NOUN
cana-948	108	20	,	,	PUNCT
cana-948	108	21	memory	memory	NOUN
cana-948	108	22	,	,	PUNCT
cana-948	108	23	and	and	CCONJ
cana-948	108	24	storage	storage	NOUN
cana-948	108	25	,	,	PUNCT
cana-948	108	26	based	base	VERB
cana-948	108	27	on	on	ADP
cana-948	108	28	the	the	DET
cana-948	108	29	forecasted	forecast	VERB
cana-948	108	30	workload	workload	NOUN
cana-948	108	31	in	in	ADP
cana-948	108	32	order	order	NOUN
cana-948	108	33	to	to	PART
cana-948	108	34	fulfil	fulfil	VERB
cana-948	108	35	the	the	DET
cana-948	108	36	expected	expect	VERB
cana-948	108	37	demand	demand	NOUN
cana-948	108	38	[	[	X
cana-948	108	39	13	13	NUM
cana-948	108	40	]	]	PUNCT
cana-948	108	41	.	.	PUNCT
cana-948	109	1	4	4	X
cana-948	109	2	.	.	X
cana-948	109	3	continuous	continuous	ADJ
cana-948	109	4	monitoring	monitoring	NOUN
cana-948	109	5	and	and	CCONJ
cana-948	109	6	adaptation	adaptation	NOUN
cana-948	109	7	:	:	PUNCT
cana-948	109	8	the	the	DET
cana-948	109	9	optimization	optimization	NOUN
cana-948	109	10	process	process	NOUN
cana-948	109	11	functions	function	NOUN
cana-948	109	12	in	in	ADP
cana-948	109	13	a	a	DET
cana-948	109	14	closedloop	closedloop	NOUN
cana-948	109	15	manner	manner	NOUN
cana-948	109	16	,	,	PUNCT
cana-948	109	17	constantly	constantly	ADV
cana-948	109	18	monitoring	monitor	VERB
cana-948	109	19	data	datum	NOUN
cana-948	109	20	center	center	NOUN
cana-948	109	21	characteristics	characteristic	NOUN
cana-948	109	22	,	,	PUNCT
cana-948	109	23	making	make	VERB
cana-948	109	24	real	real	ADJ
cana-948	109	25	-	-	PUNCT
cana-948	109	26	time	time	NOUN
cana-948	109	27	decisions	decision	NOUN
cana-948	109	28	,	,	PUNCT
cana-948	109	29	and	and	CCONJ
cana-948	109	30	adjusting	adjust	VERB
cana-948	109	31	to	to	ADP
cana-948	109	32	changing	change	VERB
cana-948	109	33	conditions	condition	NOUN
cana-948	109	34	.	.	PUNCT
cana-948	110	1	by	by	ADP
cana-948	110	2	incorporating	incorporate	VERB
cana-948	110	3	operations	operation	NOUN
cana-948	110	4	research	research	NOUN
cana-948	110	5	and	and	CCONJ
cana-948	110	6	machine	machine	NOUN
cana-948	110	7	learning	learning	NOUN
cana-948	110	8	methodologies	methodology	NOUN
cana-948	110	9	into	into	ADP
cana-948	110	10	a	a	DET
cana-948	110	11	real	real	ADJ
cana-948	110	12	-	-	PUNCT
cana-948	110	13	time	time	NOUN
cana-948	110	14	optimization	optimization	NOUN
cana-948	110	15	framework	framework	NOUN
cana-948	110	16	,	,	PUNCT
cana-948	110	17	data	datum	NOUN
cana-948	110	18	center	center	NOUN
cana-948	110	19	operators	operator	NOUN
cana-948	110	20	can	can	AUX
cana-948	110	21	attain	attain	VERB
cana-948	110	22	substantial	substantial	ADJ
cana-948	110	23	enhancements	enhancement	NOUN
cana-948	110	24	in	in	ADP
cana-948	110	25	resource	resource	NOUN
cana-948	110	26	utilization	utilization	NOUN
cana-948	110	27	,	,	PUNCT
cana-948	110	28	energy	energy	NOUN
cana-948	110	29	efficiency	efficiency	NOUN
cana-948	110	30	[	[	X
cana-948	110	31	12	12	NUM
cana-948	110	32	]	]	PUNCT
cana-948	110	33	,	,	PUNCT
cana-948	110	34	and	and	CCONJ
cana-948	110	35	overall	overall	ADJ
cana-948	110	36	performance	performance	NOUN
cana-948	110	37	,	,	PUNCT
cana-948	110	38	all	all	PRON
cana-948	110	39	while	while	SCONJ
cana-948	110	40	guaranteeing	guarantee	VERB
cana-948	110	41	the	the	DET
cana-948	110	42	reliability	reliability	NOUN
cana-948	110	43	and	and	CCONJ
cana-948	110	44	resilience	resilience	NOUN
cana-948	110	45	of	of	ADP
cana-948	110	46	their	their	PRON
cana-948	110	47	infrastructure	infrastructure	NOUN
cana-948	110	48	.	.	PUNCT
cana-948	111	1	the	the	DET
cana-948	111	2	utilization	utilization	NOUN
cana-948	111	3	of	of	ADP
cana-948	111	4	optimization	optimization	NOUN
cana-948	111	5	techniques	technique	NOUN
cana-948	111	6	in	in	ADP
cana-948	111	7	real	real	ADJ
cana-948	111	8	-	-	PUNCT
cana-948	111	9	time	time	NOUN
cana-948	111	10	is	be	AUX
cana-948	111	11	essential	essential	ADJ
cana-948	111	12	for	for	ADP
cana-948	111	13	effectively	effectively	ADV
cana-948	111	14	addressing	address	VERB
cana-948	111	15	the	the	DET
cana-948	111	16	changing	change	VERB
cana-948	111	17	needs	need	NOUN
cana-948	111	18	of	of	ADP
cana-948	111	19	contemporary	contemporary	ADJ
cana-948	111	20	data	datum	NOUN
cana-948	111	21	center	center	NOUN
cana-948	111	22	settings	setting	NOUN
cana-948	111	23	and	and	CCONJ
cana-948	111	24	accommodating	accommodate	VERB
cana-948	111	25	evolving	evolving	NOUN
cana-948	111	26	workload	workload	NOUN
cana-948	111	27	patterns	pattern	NOUN
cana-948	111	28	and	and	CCONJ
cana-948	111	29	operational	operational	ADJ
cana-948	111	30	requirements	requirement	NOUN
cana-948	111	31	6	6	NUM
cana-948	111	32	.	.	PUNCT
cana-948	112	1	discussion	discussion	NOUN
cana-948	112	2	the	the	DET
cana-948	112	3	combination	combination	NOUN
cana-948	112	4	of	of	ADP
cana-948	112	5	machine	machine	NOUN
cana-948	112	6	learning	learning	NOUN
cana-948	112	7	(	(	PUNCT
cana-948	112	8	ml	ml	NOUN
cana-948	112	9	)	)	PUNCT
cana-948	112	10	and	and	CCONJ
cana-948	112	11	operations	operation	NOUN
cana-948	112	12	research	research	NOUN
cana-948	112	13	(	(	PUNCT
cana-948	112	14	or	or	CCONJ
cana-948	112	15	)	)	PUNCT
cana-948	112	16	approaches	approach	NOUN
cana-948	112	17	has	have	VERB
cana-948	112	18	great	great	ADJ
cana-948	112	19	potential	potential	NOUN
cana-948	112	20	to	to	PART
cana-948	112	21	optimize	optimize	VERB
cana-948	112	22	data	datum	NOUN
cana-948	112	23	center	center	NOUN
cana-948	112	24	operations	operation	NOUN
cana-948	112	25	in	in	ADP
cana-948	112	26	terms	term	NOUN
cana-948	112	27	of	of	ADP
cana-948	112	28	sustainability	sustainability	NOUN
cana-948	112	29	,	,	PUNCT
cana-948	112	30	efficiency	efficiency	NOUN
cana-948	112	31	,	,	PUNCT
cana-948	112	32	and	and	CCONJ
cana-948	112	33	performance	performance	NOUN
cana-948	112	34	.	.	PUNCT
cana-948	113	1	data	datum	NOUN
cana-948	113	2	center	center	PROPN
cana-948	113	3	operators	operator	NOUN
cana-948	113	4	can	can	AUX
cana-948	113	5	achieve	achieve	VERB
cana-948	113	6	considerable	considerable	ADJ
cana-948	113	7	gains	gain	NOUN
cana-948	113	8	in	in	ADP
cana-948	113	9	resource	resource	NOUN
cana-948	113	10	utilization	utilization	NOUN
cana-948	113	11	,	,	PUNCT
cana-948	113	12	energy	energy	NOUN
cana-948	113	13	efficiency	efficiency	NOUN
cana-948	113	14	,	,	PUNCT
cana-948	113	15	and	and	CCONJ
cana-948	113	16	overall	overall	ADJ
cana-948	113	17	system	system	NOUN
cana-948	113	18	performance	performance	NOUN
cana-948	113	19	by	by	ADP
cana-948	113	20	integrating	integrate	VERB
cana-948	113	21	optimization	optimization	NOUN
cana-948	113	22	algorithms	algorithm	NOUN
cana-948	113	23	,	,	PUNCT
cana-948	113	24	predictive	predictive	ADJ
cana-948	113	25	analytics	analytic	NOUN
cana-948	113	26	,	,	PUNCT
cana-948	113	27	and	and	CCONJ
cana-948	113	28	adaptive	adaptive	ADJ
cana-948	113	29	control	control	NOUN
cana-948	113	30	strategies	strategy	NOUN
cana-948	113	31	.	.	PUNCT
cana-948	114	1	the	the	DET
cana-948	114	2	application	application	NOUN
cana-948	114	3	of	of	ADP
cana-948	114	4	or	or	CCONJ
cana-948	114	5	and	and	CCONJ
cana-948	114	6	ml	ml	X
cana-948	114	7	approaches	approach	NOUN
cana-948	114	8	to	to	ADP
cana-948	114	9	workload	workload	NOUN
cana-948	114	10	prediction	prediction	NOUN
cana-948	114	11	,	,	PUNCT
cana-948	114	12	resource	resource	NOUN
cana-948	114	13	allocation	allocation	NOUN
cana-948	114	14	,	,	PUNCT
cana-948	114	15	temperature	temperature	NOUN
cana-948	114	16	management	management	NOUN
cana-948	114	17	,	,	PUNCT
cana-948	114	18	energy	energy	NOUN
cana-948	114	19	optimization	optimization	NOUN
cana-948	114	20	,	,	PUNCT
cana-948	114	21	and	and	CCONJ
cana-948	114	22	anomaly	anomaly	NOUN
cana-948	114	23	detection	detection	NOUN
cana-948	114	24	are	be	AUX
cana-948	114	25	just	just	ADV
cana-948	114	26	a	a	DET
cana-948	114	27	few	few	ADJ
cana-948	114	28	of	of	ADP
cana-948	114	29	the	the	DET
cana-948	114	30	data	datum	NOUN
cana-948	114	31	center	center	NOUN
cana-948	114	32	optimization	optimization	NOUN
cana-948	114	33	issues	issue	NOUN
cana-948	114	34	that	that	PRON
cana-948	114	35	have	have	AUX
cana-948	114	36	been	be	AUX
cana-948	114	37	examined	examine	VERB
cana-948	114	38	in	in	ADP
cana-948	114	39	this	this	DET
cana-948	114	40	study	study	NOUN
cana-948	114	41	.	.	PUNCT
cana-948	115	1	important	important	ADJ
cana-948	115	2	conclusions	conclusion	NOUN
cana-948	115	3	from	from	ADP
cana-948	115	4	our	our	PRON
cana-948	115	5	research	research	NOUN
cana-948	115	6	include	include	VERB
cana-948	115	7	:	:	PUNCT
cana-948	115	8	•	•	NUM
cana-948	115	9	data	datum	NOUN
cana-948	115	10	center	center	NOUN
cana-948	115	11	managers	manager	NOUN
cana-948	115	12	can	can	AUX
cana-948	115	13	estimate	estimate	VERB
cana-948	115	14	future	future	ADJ
cana-948	115	15	resource	resource	NOUN
cana-948	115	16	demands	demand	NOUN
cana-948	115	17	and	and	CCONJ
cana-948	115	18	adjust	adjust	VERB
cana-948	115	19	resource	resource	NOUN
cana-948	115	20	allocation	allocation	NOUN
cana-948	115	21	methods	method	NOUN
cana-948	115	22	by	by	ADP
cana-948	115	23	using	use	VERB
cana-948	115	24	predictive	predictive	ADJ
cana-948	115	25	analytics	analytic	NOUN
cana-948	115	26	and	and	CCONJ
cana-948	115	27	machine	machine	NOUN
cana-948	115	28	learning	learn	VERB
cana-948	115	29	algorithms	algorithm	NOUN
cana-948	115	30	for	for	ADP
cana-948	115	31	workload	workload	NOUN
cana-948	115	32	forecasting	forecasting	NOUN
cana-948	115	33	.	.	PUNCT
cana-948	116	1	communications	communication	NOUN
cana-948	116	2	on	on	ADP
cana-948	116	3	applied	apply	VERB
cana-948	116	4	nonlinear	nonlinear	ADJ
cana-948	116	5	analysis	analysis	NOUN
cana-948	116	6	issn	issn	NOUN
cana-948	116	7	:	:	PUNCT
cana-948	116	8	1074	1074	NUM
cana-948	116	9	-	-	PUNCT
cana-948	116	10	133x	133x	NUM
cana-948	116	11	vol	vol	NOUN
cana-948	116	12	31	31	NUM
cana-948	116	13	no	no	NOUN
cana-948	116	14	.	.	PUNCT
cana-948	117	1	4s	4s	NUM
cana-948	117	2	(	(	PUNCT
cana-948	117	3	2024	2024	NUM
cana-948	117	4	)	)	PUNCT
cana-948	117	5	538	538	NUM
cana-948	117	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-948	117	7	•	•	NOUN
cana-948	117	8	data	datum	NOUN
cana-948	117	9	center	center	NOUN
cana-948	117	10	environments	environment	NOUN
cana-948	117	11	can	can	AUX
cana-948	117	12	optimize	optimize	VERB
cana-948	117	13	resource	resource	NOUN
cana-948	117	14	allocation	allocation	NOUN
cana-948	117	15	,	,	PUNCT
cana-948	117	16	workload	workload	NOUN
cana-948	117	17	scheduling	scheduling	NOUN
cana-948	117	18	,	,	PUNCT
cana-948	117	19	and	and	CCONJ
cana-948	117	20	energy	energy	NOUN
cana-948	117	21	management	management	NOUN
cana-948	117	22	using	use	VERB
cana-948	117	23	a	a	DET
cana-948	117	24	systematic	systematic	ADJ
cana-948	117	25	framework	framework	NOUN
cana-948	117	26	that	that	PRON
cana-948	117	27	is	be	AUX
cana-948	117	28	provided	provide	VERB
cana-948	117	29	by	by	ADP
cana-948	117	30	mathematical	mathematical	ADJ
cana-948	117	31	optimization	optimization	NOUN
cana-948	117	32	models	model	NOUN
cana-948	117	33	developed	develop	VERB
cana-948	117	34	using	use	VERB
cana-948	117	35	operations	operation	NOUN
cana-948	117	36	research	research	NOUN
cana-948	117	37	approaches	approach	NOUN
cana-948	117	38	.	.	PUNCT
cana-948	118	1	•	•	NUM
cana-948	118	2	real	real	ADJ
cana-948	118	3	-	-	PUNCT
cana-948	118	4	time	time	NOUN
cana-948	118	5	temperature	temperature	NOUN
cana-948	118	6	regulation	regulation	NOUN
cana-948	118	7	and	and	CCONJ
cana-948	118	8	cooling	cool	VERB
cana-948	118	9	control	control	NOUN
cana-948	118	10	are	be	AUX
cana-948	118	11	made	make	VERB
cana-948	118	12	easier	easy	ADJ
cana-948	118	13	by	by	ADP
cana-948	118	14	control	control	NOUN
cana-948	118	15	theorybased	theorybase	VERB
cana-948	118	16	techniques	technique	NOUN
cana-948	118	17	,	,	PUNCT
cana-948	118	18	which	which	PRON
cana-948	118	19	guarantee	guarantee	VERB
cana-948	118	20	ideal	ideal	ADJ
cana-948	118	21	thermal	thermal	ADJ
cana-948	118	22	conditions	condition	NOUN
cana-948	118	23	in	in	ADP
cana-948	118	24	the	the	DET
cana-948	118	25	data	datum	NOUN
cana-948	118	26	centre	centre	NOUN
cana-948	118	27	while	while	SCONJ
cana-948	118	28	consuming	consume	VERB
cana-948	118	29	the	the	DET
cana-948	118	30	least	least	ADJ
cana-948	118	31	amount	amount	NOUN
cana-948	118	32	of	of	ADP
cana-948	118	33	energy	energy	NOUN
cana-948	118	34	.	.	PUNCT
cana-948	119	1	even	even	ADV
cana-948	119	2	while	while	SCONJ
cana-948	119	3	the	the	DET
cana-948	119	4	use	use	NOUN
cana-948	119	5	of	of	ADP
cana-948	119	6	or	or	CCONJ
cana-948	119	7	and	and	CCONJ
cana-948	119	8	ml	ml	X
cana-948	119	9	approaches	approach	NOUN
cana-948	119	10	for	for	ADP
cana-948	119	11	data	datum	NOUN
cana-948	119	12	center	center	NOUN
cana-948	119	13	optimization	optimization	NOUN
cana-948	119	14	has	have	AUX
cana-948	119	15	advanced	advance	VERB
cana-948	119	16	significantly	significantly	ADV
cana-948	119	17	,	,	PUNCT
cana-948	119	18	there	there	PRON
cana-948	119	19	are	be	VERB
cana-948	119	20	still	still	ADV
cana-948	119	21	many	many	ADJ
cana-948	119	22	opportunities	opportunity	NOUN
cana-948	119	23	for	for	ADP
cana-948	119	24	new	new	ADJ
cana-948	119	25	developments	development	NOUN
cana-948	119	26	and	and	CCONJ
cana-948	119	27	research	research	NOUN
cana-948	119	28	.	.	PUNCT
cana-948	120	1	among	among	ADP
cana-948	120	2	the	the	DET
cana-948	120	3	possible	possible	ADJ
cana-948	120	4	topics	topic	NOUN
cana-948	120	5	for	for	ADP
cana-948	120	6	further	further	ADJ
cana-948	120	7	investigation	investigation	NOUN
cana-948	120	8	are	be	AUX
cana-948	120	9	:	:	PUNCT
cana-948	120	10	•	•	NUM
cana-948	120	11	dynamic	dynamic	ADJ
cana-948	120	12	resource	resource	NOUN
cana-948	120	13	allocation	allocation	NOUN
cana-948	120	14	:	:	PUNCT
cana-948	120	15	researching	research	VERB
cana-948	120	16	methods	method	NOUN
cana-948	120	17	for	for	ADP
cana-948	120	18	dynamic	dynamic	ADJ
cana-948	120	19	resource	resource	NOUN
cana-948	120	20	allocation	allocation	NOUN
cana-948	120	21	that	that	PRON
cana-948	120	22	can	can	AUX
cana-948	120	23	adapt	adapt	VERB
cana-948	120	24	resource	resource	NOUN
cana-948	120	25	distributions	distribution	NOUN
cana-948	120	26	to	to	ADP
cana-948	120	27	shifting	shift	VERB
cana-948	120	28	workload	workload	NOUN
cana-948	120	29	trends	trend	NOUN
cana-948	120	30	and	and	CCONJ
cana-948	120	31	system	system	NOUN
cana-948	120	32	circumstances	circumstance	NOUN
cana-948	120	33	.	.	PUNCT
cana-948	121	1	•	•	NUM
cana-948	121	2	autonomous	autonomous	ADJ
cana-948	121	3	control	control	NOUN
cana-948	121	4	:	:	PUNCT
cana-948	121	5	investigating	investigate	VERB
cana-948	121	6	autonomous	autonomous	ADJ
cana-948	121	7	control	control	NOUN
cana-948	121	8	mechanisms	mechanism	NOUN
cana-948	121	9	that	that	PRON
cana-948	121	10	allow	allow	VERB
cana-948	121	11	data	datum	NOUN
cana-948	121	12	centers	center	NOUN
cana-948	121	13	to	to	ADP
cana-948	121	14	self	self	NOUN
cana-948	121	15	-	-	PUNCT
cana-948	121	16	optimize	optimize	NOUN
cana-948	121	17	and	and	CCONJ
cana-948	121	18	adapt	adapt	VERB
cana-948	121	19	to	to	ADP
cana-948	121	20	changing	change	VERB
cana-948	121	21	environmental	environmental	ADJ
cana-948	121	22	conditions	condition	NOUN
cana-948	121	23	and	and	CCONJ
cana-948	121	24	operational	operational	ADJ
cana-948	121	25	requirements	requirement	NOUN
cana-948	121	26	.	.	PUNCT
cana-948	122	1	in	in	ADP
cana-948	122	2	conclusion	conclusion	NOUN
cana-948	122	3	,	,	PUNCT
cana-948	122	4	a	a	DET
cana-948	122	5	strong	strong	ADJ
cana-948	122	6	framework	framework	NOUN
cana-948	122	7	for	for	ADP
cana-948	122	8	streamlining	streamline	VERB
cana-948	122	9	data	datum	NOUN
cana-948	122	10	center	center	NOUN
cana-948	122	11	operations	operation	NOUN
cana-948	122	12	in	in	ADP
cana-948	122	13	the	the	DET
cana-948	122	14	digital	digital	ADJ
cana-948	122	15	age	age	NOUN
cana-948	122	16	is	be	AUX
cana-948	122	17	provided	provide	VERB
cana-948	122	18	by	by	ADP
cana-948	122	19	the	the	DET
cana-948	122	20	combination	combination	NOUN
cana-948	122	21	of	of	ADP
cana-948	122	22	operations	operation	NOUN
cana-948	122	23	research	research	NOUN
cana-948	122	24	and	and	CCONJ
cana-948	122	25	machine	machine	NOUN
cana-948	122	26	learning	learning	NOUN
cana-948	122	27	methodologies	methodology	NOUN
cana-948	122	28	.	.	PUNCT
cana-948	123	1	in	in	ADP
cana-948	123	2	order	order	NOUN
cana-948	123	3	to	to	PART
cana-948	123	4	satisfy	satisfy	VERB
cana-948	123	5	the	the	DET
cana-948	123	6	increasing	increase	VERB
cana-948	123	7	demands	demand	NOUN
cana-948	123	8	of	of	ADP
cana-948	123	9	the	the	DET
cana-948	123	10	digital	digital	ADJ
cana-948	123	11	economy	economy	NOUN
cana-948	123	12	,	,	PUNCT
cana-948	123	13	we	we	PRON
cana-948	123	14	may	may	AUX
cana-948	123	15	improve	improve	VERB
cana-948	123	16	the	the	DET
cana-948	123	17	efficiency	efficiency	NOUN
cana-948	123	18	,	,	PUNCT
cana-948	123	19	sustainability	sustainability	NOUN
cana-948	123	20	,	,	PUNCT
cana-948	123	21	and	and	CCONJ
cana-948	123	22	dependability	dependability	NOUN
cana-948	123	23	of	of	ADP
cana-948	123	24	data	datum	NOUN
cana-948	123	25	center	center	NOUN
cana-948	123	26	infrastructure	infrastructure	NOUN
cana-948	123	27	by	by	ADP
cana-948	123	28	pursuing	pursue	VERB
cana-948	123	29	new	new	ADJ
cana-948	123	30	research	research	NOUN
cana-948	123	31	directions	direction	NOUN
cana-948	123	32	and	and	CCONJ
cana-948	123	33	innovative	innovative	ADJ
cana-948	123	34	paths	path	NOUN
cana-948	123	35	.	.	PUNCT
cana-948	124	1	references	reference	NOUN
cana-948	124	2	[	[	X
cana-948	124	3	1	1	NUM
cana-948	124	4	]	]	X
cana-948	124	5	zhang	zhang	PROPN
cana-948	124	6	,	,	PUNCT
cana-948	124	7	j.	j.	PROPN
cana-948	124	8	,	,	PUNCT
cana-948	124	9	lee	lee	PROPN
cana-948	124	10	,	,	PUNCT
cana-948	124	11	s.	s.	PROPN
cana-948	124	12	,	,	PUNCT
cana-948	124	13	li	li	PROPN
cana-948	124	14	,	,	PUNCT
cana-948	124	15	y.	y.	PROPN
cana-948	124	16	,	,	PUNCT
cana-948	124	17	et	et	PROPN
cana-948	124	18	al	al	PROPN
cana-948	124	19	.	.	PUNCT
cana-948	125	1	(	(	PUNCT
cana-948	125	2	2024	2024	NUM
cana-948	125	3	)	)	PUNCT
cana-948	125	4	.	.	PUNCT
cana-948	126	1	"	"	PUNCT
cana-948	126	2	deep	deep	ADJ
cana-948	126	3	reinforcement	reinforcement	NOUN
cana-948	126	4	learning	learning	NOUN
cana-948	126	5	for	for	ADP
cana-948	126	6	data	datum	NOUN
cana-948	126	7	center	center	NOUN
cana-948	126	8	cooling	cool	VERB
cana-948	126	9	optimization	optimization	NOUN
cana-948	126	10	.	.	PUNCT
cana-948	126	11	"	"	PUNCT
cana-948	127	1	ieee	ieee	NOUN
cana-948	127	2	transactions	transaction	NOUN
cana-948	127	3	on	on	ADP
cana-948	127	4	sustainable	sustainable	ADJ
cana-948	127	5	computing	computing	NOUN
cana-948	127	6	.	.	PUNCT
cana-948	128	1	[	[	X
cana-948	128	2	2	2	X
cana-948	128	3	]	]	PUNCT
cana-948	128	4	atul	atul	PROPN
cana-948	128	5	b.	b.	PROPN
cana-948	128	6	kathole	kathole	PROPN
cana-948	128	7	,	,	PUNCT
cana-948	128	8	jayashree	jayashree	PROPN
cana-948	128	9	katti	katti	PROPN
cana-948	128	10	,	,	PUNCT
cana-948	128	11	swapnaja	swapnaja	PROPN
cana-948	128	12	amol	amol	PROPN
cana-948	128	13	ubale	ubale	PROPN
cana-948	128	14	*	*	PROPN
cana-948	128	15	,	,	PUNCT
cana-948	128	16	“	"	PUNCT
cana-948	128	17	iot	iot	ADJ
cana-948	128	18	approach	approach	NOUN
cana-948	128	19	for	for	ADP
cana-948	128	20	ensuring	ensure	VERB
cana-948	128	21	safety	safety	NOUN
cana-948	128	22	in	in	ADP
cana-948	128	23	smart	smart	ADJ
cana-948	128	24	cities	city	NOUN
cana-948	128	25	for	for	ADP
cana-948	128	26	energy	energy	NOUN
cana-948	128	27	saving	saving	NOUN
cana-948	128	28	”	"	PUNCT
cana-948	128	29	,	,	PUNCT
cana-948	128	30	j.electrical	j.electrical	ADJ
cana-948	128	31	systems	system	NOUN
cana-948	128	32	20	20	NUM
cana-948	128	33	-	-	SYM
cana-948	128	34	2s(2024):418	2s(2024):418	NUM
cana-948	128	35	-	-	NOUN
cana-948	128	36	423	423	NUM
cana-948	128	37	.	.	PUNCT
cana-948	129	1	https://journal.esrgroups.org/jes/article/view/1337	https://journal.esrgroups.org/jes/article/view/1337	NUM
cana-948	129	2	.	.	PUNCT
cana-948	130	1	[	[	X
cana-948	130	2	3	3	NUM
cana-948	130	3	]	]	X
cana-948	130	4	gupta	gupta	PROPN
cana-948	130	5	,	,	PUNCT
cana-948	130	6	a.	a.	NOUN
cana-948	130	7	,	,	PUNCT
cana-948	130	8	sharma	sharma	PROPN
cana-948	130	9	,	,	PUNCT
cana-948	130	10	r.	r.	PROPN
cana-948	130	11	,	,	PUNCT
cana-948	130	12	singh	singh	PROPN
cana-948	130	13	,	,	PUNCT
cana-948	130	14	s.	s.	PROPN
cana-948	130	15	,	,	PUNCT
cana-948	130	16	et	et	PROPN
cana-948	130	17	al	al	PROPN
cana-948	130	18	.	.	PROPN
cana-948	130	19	(	(	PUNCT
cana-948	130	20	2023	2023	NUM
cana-948	130	21	)	)	PUNCT
cana-948	130	22	.	.	PUNCT
cana-948	131	1	"	"	PUNCT
cana-948	131	2	predictive	predictive	ADJ
cana-948	131	3	analytics	analytic	NOUN
cana-948	131	4	for	for	ADP
cana-948	131	5	workload	workload	NOUN
cana-948	131	6	management	management	NOUN
cana-948	131	7	in	in	ADP
cana-948	131	8	cloud	cloud	ADJ
cana-948	131	9	data	datum	NOUN
cana-948	131	10	centers	center	NOUN
cana-948	131	11	.	.	PUNCT
cana-948	131	12	"	"	PUNCT
cana-948	131	13	ieee	ieee	NOUN
cana-948	131	14	transactions	transaction	NOUN
cana-948	131	15	on	on	ADP
cana-948	131	16	cloud	cloud	NOUN
cana-948	131	17	computing	computing	NOUN
cana-948	131	18	.	.	PUNCT
cana-948	132	1	[	[	X
cana-948	132	2	4	4	NUM
cana-948	132	3	]	]	X
cana-948	132	4	patel	patel	NOUN
cana-948	132	5	,	,	PUNCT
cana-948	132	6	m.	m.	NOUN
cana-948	132	7	,	,	PUNCT
cana-948	132	8	jain	jain	PROPN
cana-948	132	9	,	,	PUNCT
cana-948	132	10	s.	s.	PROPN
cana-948	132	11	,	,	PUNCT
cana-948	132	12	kumar	kumar	PROPN
cana-948	132	13	,	,	PUNCT
cana-948	132	14	a.	a.	PROPN
cana-948	132	15	,	,	PUNCT
cana-948	132	16	et	et	PROPN
cana-948	132	17	al	al	PROPN
cana-948	132	18	.	.	PUNCT
cana-948	132	19	(	(	PUNCT
cana-948	132	20	2024	2024	NUM
cana-948	132	21	)	)	PUNCT
cana-948	132	22	.	.	PUNCT
cana-948	133	1	"	"	PUNCT
cana-948	133	2	optimizing	optimize	VERB
cana-948	133	3	resource	resource	NOUN
cana-948	133	4	allocation	allocation	NOUN
cana-948	133	5	in	in	ADP
cana-948	133	6	edge	edge	NOUN
cana-948	133	7	data	datum	NOUN
cana-948	133	8	centers	center	NOUN
cana-948	133	9	using	use	VERB
cana-948	133	10	genetic	genetic	ADJ
cana-948	133	11	algorithms	algorithm	NOUN
cana-948	133	12	.	.	PUNCT
cana-948	133	13	"	"	PUNCT
cana-948	133	14	journal	journal	NOUN
cana-948	133	15	of	of	ADP
cana-948	133	16	parallel	parallel	ADJ
cana-948	133	17	and	and	CCONJ
cana-948	133	18	distributed	distributed	ADJ
cana-948	133	19	computing	computing	NOUN
cana-948	133	20	.	.	PUNCT
cana-948	134	1	[	[	X
cana-948	134	2	5	5	NUM
cana-948	134	3	]	]	X
cana-948	134	4	wang	wang	PROPN
cana-948	134	5	,	,	PUNCT
cana-948	134	6	l.	l.	PROPN
cana-948	134	7	,	,	PUNCT
cana-948	134	8	liu	liu	PROPN
cana-948	134	9	,	,	PUNCT
cana-948	134	10	x.	x.	PROPN
cana-948	134	11	,	,	PUNCT
cana-948	134	12	zhang	zhang	PROPN
cana-948	134	13	,	,	PUNCT
cana-948	134	14	y.	y.	PROPN
cana-948	134	15	,	,	PUNCT
cana-948	134	16	et	et	PROPN
cana-948	134	17	al	al	PROPN
cana-948	134	18	.	.	PROPN
cana-948	134	19	(	(	PUNCT
cana-948	134	20	2023	2023	NUM
cana-948	134	21	)	)	PUNCT
cana-948	134	22	.	.	PUNCT
cana-948	134	23	"	"	PUNCT
cana-948	134	24	energy	energy	NOUN
cana-948	134	25	-	-	PUNCT
cana-948	134	26	efficient	efficient	ADJ
cana-948	134	27	task	task	NOUN
cana-948	134	28	scheduling	scheduling	NOUN
cana-948	134	29	in	in	ADP
cana-948	134	30	heterogeneous	heterogeneous	ADJ
cana-948	134	31	data	datum	NOUN
cana-948	134	32	centers	center	NOUN
cana-948	134	33	using	use	VERB
cana-948	134	34	particle	particle	NOUN
cana-948	134	35	swarm	swarm	NOUN
cana-948	134	36	optimization	optimization	NOUN
cana-948	134	37	.	.	PUNCT
cana-948	134	38	"	"	PUNCT
cana-948	135	1	future	future	ADJ
cana-948	135	2	generation	generation	NOUN
cana-948	135	3	computer	computer	NOUN
cana-948	135	4	systems	system	NOUN
cana-948	135	5	.	.	PUNCT
cana-948	136	1	[	[	X
cana-948	136	2	6	6	NUM
cana-948	136	3	]	]	PUNCT
cana-948	136	4	s.	s.	PROPN
cana-948	136	5	nagaraj	nagaraj	PROPN
cana-948	136	6	,	,	PUNCT
cana-948	136	7	atul	atul	PROPN
cana-948	136	8	b.	b.	PROPN
cana-948	136	9	kathole	kathole	PROPN
cana-948	136	10	,	,	PUNCT
cana-948	136	11	leena	leena	PROPN
cana-948	136	12	arya	arya	PROPN
cana-948	136	13	,	,	PUNCT
cana-948	136	14	neha	neha	NOUN
cana-948	136	15	tyagi	tyagi	PROPN
cana-948	136	16	,	,	PUNCT
cana-948	136	17	s.	s.	PROPN
cana-948	136	18	b.	b.	PROPN
cana-948	136	19	goyal	goyal	PROPN
cana-948	136	20	,	,	PUNCT
cana-948	136	21	anand	anand	PROPN
cana-948	136	22	singh	singh	PROPN
cana-948	136	23	rajawat	rajawat	PROPN
cana-948	136	24	,	,	PUNCT
cana-948	136	25	maria	maria	PROPN
cana-948	136	26	simona	simona	PROPN
cana-948	136	27	raboaca	raboaca	PROPN
cana-948	136	28	,	,	PUNCT
cana-948	136	29	traian	traian	PROPN
cana-948	136	30	candin	candin	VERB
cana-948	136	31	mihaltan	mihaltan	ADJ
cana-948	136	32	,	,	PUNCT
cana-948	136	33	chaman	chaman	NOUN
cana-948	136	34	verma	verma	PROPN
cana-948	136	35	and	and	CCONJ
cana-948	136	36	george	george	PROPN
cana-948	136	37	suciu	suciu	PROPN
cana-948	136	38	,	,	PUNCT
cana-948	136	39	“	"	PUNCT
cana-948	136	40	improved	improve	VERB
cana-948	136	41	secure	secure	ADJ
cana-948	136	42	encryption	encryption	NOUN
cana-948	136	43	with	with	ADP
cana-948	136	44	energy	energy	NOUN
cana-948	136	45	optimization	optimization	NOUN
cana-948	136	46	using	use	VERB
cana-948	136	47	random	random	ADJ
cana-948	136	48	permutation	permutation	NOUN
cana-948	136	49	pseudo	pseudo	NOUN
cana-948	136	50	algorithm	algorithm	NOUN
cana-948	136	51	based	base	VERB
cana-948	136	52	on	on	ADP
cana-948	136	53	internet	internet	NOUN
cana-948	136	54	of	of	ADP
cana-948	136	55	thing	thing	NOUN
cana-948	136	56	in	in	ADP
cana-948	136	57	wireless	wireless	ADJ
cana-948	136	58	sensor	sensor	NOUN
cana-948	136	59	networks	network	NOUN
cana-948	136	60	”	"	PUNCT
cana-948	136	61	,	,	PUNCT
cana-948	136	62	energies	energy	NOUN
cana-948	136	63	2023	2023	NUM
cana-948	136	64	,	,	PUNCT
cana-948	136	65	16(1	16(1	NUM
cana-948	136	66	)	)	PUNCT
cana-948	136	67	,	,	PUNCT
cana-948	136	68	8	8	NUM
cana-948	136	69	;	;	PUNCT
cana-948	136	70	https://doi.org/10.3390/en16010008.https://www.mdpi.com/19961073/16/1/8	https://doi.org/10.3390/en16010008.https://www.mdpi.com/19961073/16/1/8	PROPN
cana-948	137	1	[	[	X
cana-948	137	2	7	7	X
cana-948	137	3	]	]	X
cana-948	137	4	atul	atul	PROPN
cana-948	137	5	b.	b.	PROPN
cana-948	137	6	kathole	kathole	PROPN
cana-948	137	7	,	,	PUNCT
cana-948	137	8	jayashree	jayashree	PROPN
cana-948	137	9	katti	katti	PROPN
cana-948	137	10	,	,	PUNCT
cana-948	137	11	dharmesh	dharmesh	ADJ
cana-948	137	12	dhabliya	dhabliya	PROPN
cana-948	137	13	,	,	PUNCT
cana-948	137	14	vivek	vivek	PROPN
cana-948	137	15	deshpande	deshpande	PROPN
cana-948	137	16	,	,	PUNCT
cana-948	137	17	anand	anand	PROPN
cana-948	137	18	singh	singh	PROPN
cana-948	137	19	rajawat	rajawat	PROPN
cana-948	137	20	,	,	PUNCT
cana-948	137	21	s.	s.	PROPN
cana-948	137	22	b.	b.	PROPN
cana-948	137	23	goyal	goyal	PROPN
cana-948	137	24	,	,	PUNCT
cana-948	137	25	maria	maria	PROPN
cana-948	137	26	simona	simona	PROPN
cana-948	137	27	raboaca	raboaca	PROPN
cana-948	137	28	,	,	PUNCT
cana-948	137	29	traian	traian	ADJ
cana-948	137	30	candin	candin	VERB
cana-948	137	31	mihaltan	mihaltan	ADJ
cana-948	137	32	,	,	PUNCT
cana-948	137	33	chaman	chaman	NOUN
cana-948	137	34	verma	verma	PROPN
cana-948	137	35	and	and	CCONJ
cana-948	137	36	george	george	PROPN
cana-948	137	37	suciu	suciu	PROPN
cana-948	137	38	,	,	PUNCT
cana-948	137	39	“	"	PUNCT
cana-948	137	40	energy	energy	NOUN
cana-948	137	41	-	-	PUNCT
cana-948	137	42	aware	aware	ADJ
cana-948	137	43	uav	uav	PROPN
cana-948	137	44	based	base	VERB
cana-948	137	45	on	on	ADP
cana-948	137	46	blockchain	blockchain	PROPN
cana-948	137	47	model	model	PROPN
cana-948	137	48	using	use	VERB
cana-948	137	49	ioe	ioe	PROPN
cana-948	137	50	application	application	NOUN
cana-948	137	51	in	in	ADP
cana-948	137	52	6	6	NUM
cana-948	137	53	g	g	NOUN
cana-948	137	54	network	network	NOUN
cana-948	137	55	-	-	PUNCT
cana-948	137	56	driven	drive	VERB
cana-948	137	57	cybertwin	cybertwin	NOUN
cana-948	137	58	”	"	PUNCT
cana-948	137	59	energies	energy	NOUN
cana-948	137	60	2022	2022	NUM
cana-948	137	61	,	,	PUNCT
cana-948	137	62	15(21	15(21	NUM
cana-948	137	63	)	)	PUNCT
cana-948	137	64	,	,	PUNCT
cana-948	137	65	8304	8304	NUM
cana-948	137	66	;	;	PUNCT
cana-948	137	67	https://doi.org/10.3390/en15218304.https://www.mdpi.com/1996-1073/15/21/8304	https://doi.org/10.3390/en15218304.https://www.mdpi.com/1996-1073/15/21/8304	PROPN
cana-948	138	1	[	[	X
cana-948	138	2	8	8	NUM
cana-948	138	3	]	]	X
cana-948	138	4	chen	chen	PROPN
cana-948	138	5	,	,	PUNCT
cana-948	138	6	k.	k.	PROPN
cana-948	138	7	,	,	PUNCT
cana-948	138	8	wang	wang	PROPN
cana-948	138	9	,	,	PUNCT
cana-948	138	10	h.	h.	PROPN
cana-948	138	11	,	,	PUNCT
cana-948	138	12	li	li	PROPN
cana-948	138	13	,	,	PUNCT
cana-948	138	14	q.	q.	PROPN
cana-948	138	15	,	,	PUNCT
cana-948	138	16	et	et	PROPN
cana-948	138	17	al	al	PROPN
cana-948	138	18	.	.	PROPN
cana-948	139	1	(	(	PUNCT
cana-948	139	2	2023	2023	NUM
cana-948	139	3	)	)	PUNCT
cana-948	139	4	.	.	PUNCT
cana-948	140	1	"	"	PUNCT
cana-948	140	2	adaptive	adaptive	ADJ
cana-948	140	3	power	power	NOUN
cana-948	140	4	management	management	NOUN
cana-948	140	5	for	for	ADP
cana-948	140	6	green	green	ADJ
cana-948	140	7	data	datum	NOUN
cana-948	140	8	centers	center	NOUN
cana-948	140	9	using	use	VERB
cana-948	140	10	reinforcement	reinforcement	NOUN
cana-948	140	11	learning	learning	NOUN
cana-948	140	12	.	.	PUNCT
cana-948	140	13	"	"	PUNCT
cana-948	141	1	ieee	ieee	NOUN
cana-948	141	2	transactions	transaction	NOUN
cana-948	141	3	on	on	ADP
cana-948	141	4	sustainable	sustainable	ADJ
cana-948	141	5	computing	computing	NOUN
cana-948	141	6	.	.	PUNCT
cana-948	142	1	[	[	X
cana-948	142	2	9	9	NUM
cana-948	142	3	]	]	X
cana-948	142	4	kim	kim	PROPN
cana-948	142	5	,	,	PUNCT
cana-948	142	6	s.	s.	PROPN
cana-948	142	7	,	,	PUNCT
cana-948	142	8	park	park	PROPN
cana-948	142	9	,	,	PUNCT
cana-948	142	10	j.	j.	PROPN
cana-948	142	11	,	,	PUNCT
cana-948	142	12	kim	kim	PROPN
cana-948	142	13	,	,	PUNCT
cana-948	142	14	d.	d.	PROPN
cana-948	142	15	,	,	PUNCT
cana-948	142	16	et	et	PROPN
cana-948	142	17	al	al	PROPN
cana-948	142	18	.	.	PROPN
cana-948	142	19	(	(	PUNCT
cana-948	142	20	2023	2023	NUM
cana-948	142	21	)	)	PUNCT
cana-948	142	22	.	.	PUNCT
cana-948	143	1	"	"	PUNCT
cana-948	143	2	data	datum	NOUN
cana-948	143	3	center	center	NOUN
cana-948	143	4	cooling	cool	VERB
cana-948	143	5	optimization	optimization	NOUN
cana-948	143	6	using	use	VERB
cana-948	143	7	machine	machine	NOUN
cana-948	143	8	learning	learning	NOUN
cana-948	143	9	and	and	CCONJ
cana-948	143	10	predictive	predictive	ADJ
cana-948	143	11	control	control	NOUN
cana-948	143	12	.	.	PUNCT
cana-948	143	13	"	"	PUNCT
cana-948	144	1	energy	energy	NOUN
cana-948	144	2	and	and	CCONJ
cana-948	144	3	buildings	building	NOUN
cana-948	144	4	.	.	PUNCT
cana-948	145	1	communications	communication	NOUN
cana-948	145	2	on	on	ADP
cana-948	145	3	applied	apply	VERB
cana-948	145	4	nonlinear	nonlinear	ADJ
cana-948	145	5	analysis	analysis	NOUN
cana-948	145	6	issn	issn	NOUN
cana-948	145	7	:	:	PUNCT
cana-948	145	8	1074	1074	NUM
cana-948	145	9	-	-	PUNCT
cana-948	145	10	133x	133x	NUM
cana-948	145	11	vol	vol	NOUN
cana-948	145	12	31	31	NUM
cana-948	145	13	no	no	NOUN
cana-948	145	14	.	.	PUNCT
cana-948	146	1	4s	4s	NUM
cana-948	146	2	(	(	PUNCT
cana-948	146	3	2024	2024	NUM
cana-948	146	4	)	)	PUNCT
cana-948	146	5	539	539	NUM
cana-948	146	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-948	147	1	[	[	X
cana-948	147	2	10	10	NUM
cana-948	147	3	]	]	X
cana-948	147	4	sharma	sharma	PROPN
cana-948	147	5	,	,	PUNCT
cana-948	147	6	r.	r.	PROPN
cana-948	147	7	,	,	PUNCT
cana-948	147	8	mathur	mathur	PROPN
cana-948	147	9	,	,	PUNCT
cana-948	147	10	s.	s.	PROPN
cana-948	147	11	,	,	PUNCT
cana-948	147	12	singh	singh	PROPN
cana-948	147	13	,	,	PUNCT
cana-948	147	14	a.	a.	PROPN
cana-948	147	15	,	,	PUNCT
cana-948	147	16	et	et	PROPN
cana-948	147	17	al	al	PROPN
cana-948	147	18	.	.	PROPN
cana-948	148	1	(	(	PUNCT
cana-948	148	2	2023	2023	NUM
cana-948	148	3	)	)	PUNCT
cana-948	148	4	.	.	PUNCT
cana-948	149	1	"	"	PUNCT
cana-948	149	2	dynamic	dynamic	ADJ
cana-948	149	3	resource	resource	NOUN
cana-948	149	4	allocation	allocation	NOUN
cana-948	149	5	in	in	ADP
cana-948	149	6	cloud	cloud	ADJ
cana-948	149	7	data	datum	NOUN
cana-948	149	8	centers	center	NOUN
cana-948	149	9	using	use	VERB
cana-948	149	10	reinforcement	reinforcement	NOUN
cana-948	149	11	learning	learning	NOUN
cana-948	149	12	.	.	PUNCT
cana-948	149	13	"	"	PUNCT
cana-948	150	1	ieee	ieee	NOUN
cana-948	150	2	transactions	transaction	NOUN
cana-948	150	3	on	on	ADP
cana-948	150	4	cloud	cloud	NOUN
cana-948	150	5	computing	computing	NOUN
cana-948	150	6	.	.	PUNCT
cana-948	151	1	[	[	X
cana-948	151	2	11	11	NUM
cana-948	151	3	]	]	X
cana-948	151	4	patel	patel	NOUN
cana-948	151	5	,	,	PUNCT
cana-948	151	6	n.	n.	NOUN
cana-948	151	7	,	,	PUNCT
cana-948	151	8	gupta	gupta	PROPN
cana-948	151	9	,	,	PUNCT
cana-948	151	10	s.	s.	PROPN
cana-948	151	11	,	,	PUNCT
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cana-948	151	13	,	,	PUNCT
cana-948	151	14	r.	r.	PROPN
cana-948	151	15	,	,	PUNCT
cana-948	151	16	et	et	PROPN
cana-948	151	17	al	al	PROPN
cana-948	151	18	.	.	PROPN
cana-948	151	19	(	(	PUNCT
cana-948	151	20	2023	2023	NUM
cana-948	151	21	)	)	PUNCT
cana-948	151	22	.	.	PUNCT
cana-948	152	1	"	"	PUNCT
cana-948	152	2	machine	machine	NOUN
cana-948	152	3	learning	learning	NOUN
cana-948	152	4	approaches	approach	NOUN
cana-948	152	5	for	for	ADP
cana-948	152	6	anomaly	anomaly	NOUN
cana-948	152	7	detection	detection	NOUN
cana-948	152	8	in	in	ADP
cana-948	152	9	data	datum	NOUN
cana-948	152	10	center	center	NOUN
cana-948	152	11	networks	network	NOUN
cana-948	152	12	.	.	PUNCT
cana-948	152	13	"	"	PUNCT
cana-948	152	14	computer	computer	NOUN
cana-948	152	15	networks	network	NOUN
cana-948	152	16	.	.	PUNCT
cana-948	153	1	[	[	X
cana-948	153	2	12	12	NUM
cana-948	153	3	]	]	X
cana-948	153	4	wang	wang	PROPN
cana-948	153	5	,	,	PUNCT
cana-948	153	6	x.	x.	PROPN
cana-948	153	7	,	,	PUNCT
cana-948	153	8	chen	chen	PROPN
cana-948	153	9	,	,	PUNCT
cana-948	153	10	y.	y.	PROPN
cana-948	153	11	,	,	PUNCT
cana-948	153	12	li	li	PROPN
cana-948	153	13	,	,	PUNCT
cana-948	153	14	z.	z.	PROPN
cana-948	153	15	,	,	PUNCT
cana-948	153	16	et	et	PROPN
cana-948	153	17	al	al	PROPN
cana-948	153	18	.	.	PROPN
cana-948	153	19	(	(	PUNCT
cana-948	153	20	2023	2023	NUM
cana-948	153	21	)	)	PUNCT
cana-948	153	22	.	.	PUNCT
cana-948	154	1	"	"	PUNCT
cana-948	154	2	energy	energy	NOUN
cana-948	154	3	-	-	PUNCT
cana-948	154	4	efficient	efficient	ADJ
cana-948	154	5	virtual	virtual	ADJ
cana-948	154	6	machine	machine	NOUN
cana-948	154	7	placement	placement	NOUN
cana-948	154	8	in	in	ADP
cana-948	154	9	cloud	cloud	ADJ
cana-948	154	10	data	datum	NOUN
cana-948	154	11	centers	center	NOUN
cana-948	154	12	using	use	VERB
cana-948	154	13	deep	deep	ADJ
cana-948	154	14	reinforcement	reinforcement	NOUN
cana-948	154	15	learning	learning	NOUN
cana-948	154	16	.	.	PUNCT
cana-948	154	17	"	"	PUNCT
cana-948	155	1	sustainable	sustainable	ADJ
cana-948	155	2	computing	computing	NOUN
cana-948	155	3	:	:	PUNCT
cana-948	155	4	informatics	informatic	NOUN
cana-948	155	5	and	and	CCONJ
cana-948	155	6	systems	system	NOUN
cana-948	155	7	.	.	PUNCT
cana-948	156	1	[	[	X
cana-948	156	2	13	13	NUM
cana-948	156	3	]	]	SYM
cana-948	156	4	zhang	zhang	PROPN
cana-948	156	5	,	,	PUNCT
cana-948	156	6	h.	h.	PROPN
cana-948	156	7	,	,	PUNCT
cana-948	156	8	jiang	jiang	PROPN
cana-948	156	9	,	,	PUNCT
cana-948	156	10	w.	w.	PROPN
cana-948	156	11	,	,	PUNCT
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cana-948	156	13	,	,	PUNCT
cana-948	156	14	q.	q.	PROPN
cana-948	156	15	,	,	PUNCT
cana-948	156	16	et	et	PROPN
cana-948	156	17	al	al	PROPN
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cana-948	156	19	(	(	PUNCT
cana-948	156	20	2023	2023	NUM
cana-948	156	21	)	)	PUNCT
cana-948	156	22	.	.	PUNCT
cana-948	156	23	"	"	PUNCT
cana-948	156	24	resource	resource	NOUN
cana-948	156	25	provisioning	provisioning	NOUN
cana-948	156	26	in	in	ADP
cana-948	156	27	cloud	cloud	ADJ
cana-948	156	28	data	datum	NOUN
cana-948	156	29	centers	center	NOUN
cana-948	156	30	using	use	VERB
cana-948	156	31	fuzzy	fuzzy	ADJ
cana-948	156	32	logic	logic	NOUN
cana-948	156	33	and	and	CCONJ
cana-948	156	34	machine	machine	NOUN
cana-948	156	35	learning	learning	NOUN
cana-948	156	36	.	.	PUNCT
cana-948	156	37	"	"	PUNCT
cana-948	157	1	future	future	ADJ
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cana-948	157	3	computer	computer	NOUN
cana-948	157	4	systems	system	NOUN
cana-948	157	5	.	.	PUNCT
cana-948	158	1	[	[	X
cana-948	158	2	14	14	NUM
cana-948	158	3	]	]	X
cana-948	158	4	smith	smith	PROPN
cana-948	158	5	,	,	PUNCT
cana-948	158	6	a.	a.	PROPN
cana-948	158	7	,	,	PUNCT
cana-948	158	8	johnson	johnson	PROPN
cana-948	158	9	,	,	PUNCT
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cana-948	158	11	,	,	PUNCT
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cana-948	158	13	,	,	PUNCT
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cana-948	158	16	et	et	PROPN
cana-948	158	17	al	al	PROPN
cana-948	158	18	.	.	PROPN
cana-948	158	19	(	(	PUNCT
cana-948	158	20	2023	2023	NUM
cana-948	158	21	)	)	PUNCT
cana-948	158	22	.	.	PUNCT
cana-948	159	1	"	"	PUNCT
cana-948	159	2	a	a	DET
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cana-948	159	4	approach	approach	NOUN
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cana-948	159	12	algorithms	algorithm	NOUN
cana-948	159	13	and	and	CCONJ
cana-948	159	14	machine	machine	NOUN
cana-948	159	15	learning	learning	NOUN
cana-948	159	16	.	.	PUNCT
cana-948	159	17	"	"	PUNCT
cana-948	160	1	journal	journal	NOUN
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cana-948	160	5	.	.	PUNCT
cana-948	161	1	[	[	X
cana-948	161	2	15	15	NUM
cana-948	161	3	]	]	X
cana-948	161	4	gupta	gupta	PROPN
cana-948	161	5	,	,	PUNCT
cana-948	161	6	a.	a.	NOUN
cana-948	161	7	,	,	PUNCT
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cana-948	161	9	,	,	PUNCT
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cana-948	161	11	,	,	PUNCT
cana-948	161	12	singh	singh	PROPN
cana-948	161	13	,	,	PUNCT
cana-948	161	14	s.	s.	PROPN
cana-948	161	15	,	,	PUNCT
cana-948	161	16	et	et	PROPN
cana-948	161	17	al	al	PROPN
cana-948	161	18	.	.	PROPN
cana-948	161	19	(	(	PUNCT
cana-948	161	20	2023	2023	NUM
cana-948	161	21	)	)	PUNCT
cana-948	161	22	.	.	PUNCT
cana-948	162	1	"	"	PUNCT
cana-948	162	2	machine	machine	NOUN
cana-948	162	3	learning	learning	NOUN
cana-948	162	4	-	-	PUNCT
cana-948	162	5	based	base	VERB
cana-948	162	6	optimization	optimization	NOUN
cana-948	162	7	of	of	ADP
cana-948	162	8	cooling	cool	VERB
cana-948	162	9	systems	system	NOUN
cana-948	162	10	in	in	ADP
cana-948	162	11	data	datum	NOUN
cana-948	162	12	centers	center	NOUN
cana-948	162	13	.	.	PUNCT
cana-948	162	14	"	"	PUNCT
cana-948	163	1	sustainable	sustainable	ADJ
cana-948	163	2	energy	energy	NOUN
cana-948	163	3	,	,	PUNCT
cana-948	163	4	grids	grid	NOUN
cana-948	163	5	and	and	CCONJ
cana-948	163	6	networks	network	NOUN
cana-948	163	7	.	.	PUNCT