id	sid	tid	token	lemma	pos
alkej-932	1	1	this	this	PRON
alkej-932	1	2	is	be	AUX
alkej-932	1	3	an	an	DET
alkej-932	1	4	open	open	ADJ
alkej-932	1	5	access	access	NOUN
alkej-932	1	6	article	article	NOUN
alkej-932	1	7	under	under	ADP
alkej-932	1	8	the	the	DET
alkej-932	1	9	cc	cc	NOUN
alkej-932	1	10	by	by	ADP
alkej-932	1	11	license	license	NOUN
alkej-932	1	12	:	:	PUNCT
alkej-932	1	13	al	al	PROPN
alkej-932	1	14	-	-	PUNCT
alkej-932	1	15	khwarizmi	khwarizmi	PROPN
alkej-932	1	16	engineering	engineering	PROPN
alkej-932	1	17	journal	journal	PROPN
alkej-932	1	18	al	al	PROPN
alkej-932	1	19	-	-	PUNCT
alkej-932	1	20	khwarizmi	khwarizmi	PROPN
alkej-932	1	21	engineering	engineering	PROPN
alkej-932	1	22	journal	journal	PROPN
alkej-932	1	23	issn	issn	PROPN
alkej-932	1	24	(	(	PUNCT
alkej-932	1	25	printed	print	VERB
alkej-932	1	26	):	):	PUNCT
alkej-932	1	27	1818	1818	NUM
alkej-932	1	28	–	–	PUNCT
alkej-932	1	29	1171	1171	NUM
alkej-932	1	30	,	,	PUNCT
alkej-932	1	31	issn	issn	PROPN
alkej-932	1	32	(	(	PUNCT
alkej-932	1	33	online	online	ADJ
alkej-932	1	34	):	):	PUNCT
alkej-932	1	35	2312	2312	NUM
alkej-932	1	36	–	–	PUNCT
alkej-932	1	37	0789	0789	NUM
alkej-932	1	38	vol	vol	NOUN
alkej-932	1	39	.	.	PROPN
alkej-932	1	40	21	21	NUM
alkej-932	1	41	,	,	PUNCT
alkej-932	1	42	no	no	INTJ
alkej-932	1	43	.	.	NOUN
alkej-932	1	44	3	3	NUM
alkej-932	1	45	,	,	PUNCT
alkej-932	1	46	sptember	sptember	NOUN
alkej-932	1	47	,	,	PUNCT
alkej-932	1	48	(	(	PUNCT
alkej-932	1	49	2025	2025	NUM
alkej-932	1	50	)	)	PUNCT
alkej-932	1	51	,	,	PUNCT
alkej-932	1	52	pp	pp	ADJ
alkej-932	1	53	.	.	PUNCT
alkej-932	2	1	2534	2534	NUM
alkej-932	2	2	efficient	efficient	ADJ
alkej-932	2	3	multitask	multitask	NOUN
alkej-932	2	4	scheduler	scheduler	NOUN
alkej-932	2	5	for	for	ADP
alkej-932	2	6	heterogeneous	heterogeneous	ADJ
alkej-932	2	7	workloads	workload	NOUN
alkej-932	2	8	with	with	ADP
alkej-932	2	9	varying	vary	VERB
alkej-932	2	10	instruction	instruction	NOUN
alkej-932	2	11	counts	count	VERB
alkej-932	2	12	2selvakumar	2selvakumar	NUM
alkej-932	2	13	manickam	manickam	NOUN
alkej-932	2	14	,	,	PUNCT
alkej-932	2	15	and	and	CCONJ
alkej-932	2	16	*	*	PROPN
alkej-932	2	17	1heba	1heba	NUM
alkej-932	2	18	m.	m.	NOUN
alkej-932	2	19	fadhil	fadhil	PROPN
alkej-932	2	20	khwarizmi	khwarizmi	PROPN
alkej-932	2	21	college	college	PROPN
alkej-932	2	22	of	of	ADP
alkej-932	2	23	engineering	engineering	PROPN
alkej-932	2	24	,	,	PUNCT
alkej-932	2	25	university	university	NOUN
alkej-932	2	26	of	of	ADP
alkej-932	2	27	baghdad	baghdad	PROPN
alkej-932	2	28	,	,	PUNCT
alkej-932	2	29	-department	-department	NOUN
alkej-932	2	30	of	of	ADP
alkej-932	2	31	information	information	NOUN
alkej-932	2	32	and	and	CCONJ
alkej-932	2	33	communication	communication	NOUN
alkej-932	2	34	,	,	PUNCT
alkej-932	2	35	al	al	PROPN
alkej-932	2	36	1	1	NUM
alkej-932	2	37	baghdad	baghdad	PROPN
alkej-932	2	38	,	,	PUNCT
alkej-932	2	39	iraq	iraq	PROPN
alkej-932	2	40	cybersecurity	cybersecurity	NOUN
alkej-932	2	41	research	research	NOUN
alkej-932	2	42	centre	centre	NOUN
alkej-932	2	43	,	,	PUNCT
alkej-932	2	44	universiti	universiti	PROPN
alkej-932	2	45	sains	sain	NOUN
alkej-932	2	46	malaysia	malaysia	PROPN
alkej-932	2	47	,	,	PUNCT
alkej-932	2	48	georgetown	georgetown	PROPN
alkej-932	2	49	,	,	PUNCT
alkej-932	2	50	pulau	pulau	PROPN
alkej-932	2	51	pinang	pinang	PROPN
alkej-932	2	52	,	,	PUNCT
alkej-932	2	53	malaysia	malaysia	PROPN
alkej-932	2	54	2	2	NUM
alkej-932	2	55	heba@kecbu.uobaghdad.edu.iqcorresponding	heba@kecbu.uobaghdad.edu.iqcorresponde	VERB
alkej-932	2	56	author	author	NOUN
alkej-932	2	57	’s	’s	PART
alkej-932	2	58	email	email	NOUN
alkej-932	2	59	:	:	PUNCT
alkej-932	2	60	*	*	PUNCT
alkej-932	2	61	(	(	PUNCT
alkej-932	2	62	received	receive	VERB
alkej-932	2	63	14	14	NUM
alkej-932	2	64	february	february	NOUN
alkej-932	2	65	2024	2024	NUM
alkej-932	2	66	;	;	PUNCT
alkej-932	2	67	revised	revise	VERB
alkej-932	2	68	7	7	NUM
alkej-932	2	69	march	march	NOUN
alkej-932	2	70	2025	2025	NUM
alkej-932	2	71	;	;	PUNCT
alkej-932	2	72	accepted	accept	VERB
alkej-932	2	73	26	26	NUM
alkej-932	2	74	may	may	PROPN
alkej-932	2	75	2025	2025	NUM
alkej-932	2	76	;	;	PUNCT
alkej-932	2	77	published	publish	VERB
alkej-932	2	78	1	1	NUM
alkej-932	2	79	september	september	PROPN
alkej-932	2	80	2025	2025	NUM
alkej-932	2	81	)	)	PUNCT
alkej-932	3	1	https://doi.org/10.22153/kej.2025.05.001	https://doi.org/10.22153/kej.2025.05.001	X
alkej-932	3	2	abstract	abstract	ADJ
alkej-932	3	3	multitasking	multitaske	VERB
alkej-932	3	4	systems	system	NOUN
alkej-932	3	5	need	need	VERB
alkej-932	3	6	an	an	DET
alkej-932	3	7	efficient	efficient	ADJ
alkej-932	3	8	scheduling	scheduling	NOUN
alkej-932	3	9	mechanism	mechanism	NOUN
alkej-932	3	10	that	that	PRON
alkej-932	3	11	minimizes	minimize	VERB
alkej-932	3	12	the	the	DET
alkej-932	3	13	usage	usage	NOUN
alkej-932	3	14	of	of	ADP
alkej-932	3	15	resources	resource	NOUN
alkej-932	3	16	and	and	CCONJ
alkej-932	3	17	utilizes	utilize	VERB
alkej-932	3	18	the	the	DET
alkej-932	3	19	system	system	NOUN
alkej-932	3	20	for	for	ADP
alkej-932	3	21	improved	improved	ADJ
alkej-932	3	22	output	output	NOUN
alkej-932	3	23	.	.	PUNCT
alkej-932	4	1	this	this	DET
alkej-932	4	2	paper	paper	NOUN
alkej-932	4	3	proposes	propose	VERB
alkej-932	4	4	an	an	DET
alkej-932	4	5	innovative	innovative	ADJ
alkej-932	4	6	scheduling	scheduling	NOUN
alkej-932	4	7	framework	framework	NOUN
alkej-932	4	8	that	that	PRON
alkej-932	4	9	optimizes	optimize	VERB
alkej-932	4	10	the	the	DET
alkej-932	4	11	distribution	distribution	NOUN
alkej-932	4	12	of	of	ADP
alkej-932	4	13	resource	resource	NOUN
alkej-932	4	14	allocation	allocation	NOUN
alkej-932	4	15	for	for	ADP
alkej-932	4	16	tasks	task	NOUN
alkej-932	4	17	of	of	ADP
alkej-932	4	18	different	different	ADJ
alkej-932	4	19	lengths	length	NOUN
alkej-932	4	20	that	that	PRON
alkej-932	4	21	are	be	AUX
alkej-932	4	22	run	run	VERB
alkej-932	4	23	in	in	ADP
alkej-932	4	24	shared	share	VERB
alkej-932	4	25	computing	computing	NOUN
alkej-932	4	26	environments	environment	NOUN
alkej-932	4	27	.	.	PUNCT
alkej-932	5	1	the	the	DET
alkej-932	5	2	integrated	integrate	VERB
alkej-932	5	3	scheduler	scheduler	NOUN
alkej-932	5	4	uses	use	VERB
alkej-932	5	5	static	static	ADJ
alkej-932	5	6	and	and	CCONJ
alkej-932	5	7	dynamic	dynamic	ADJ
alkej-932	5	8	scheduling	scheduling	NOUN
alkej-932	5	9	strategies	strategy	NOUN
alkej-932	5	10	for	for	ADP
alkej-932	5	11	optimizing	optimize	VERB
alkej-932	5	12	time	time	NOUN
alkej-932	5	13	performance	performance	NOUN
alkej-932	5	14	and	and	CCONJ
alkej-932	5	15	resource	resource	NOUN
alkej-932	5	16	management	management	NOUN
alkej-932	5	17	.	.	PUNCT
alkej-932	6	1	static	static	ADJ
alkej-932	6	2	evaluation	evaluation	NOUN
alkej-932	6	3	of	of	ADP
alkej-932	6	4	the	the	DET
alkej-932	6	5	analytic	analytic	ADJ
alkej-932	6	6	process	process	NOUN
alkej-932	6	7	entails	entail	VERB
alkej-932	6	8	collection	collection	NOUN
alkej-932	6	9	of	of	ADP
alkej-932	6	10	task	task	NOUN
alkej-932	6	11	metrics	metric	NOUN
alkej-932	6	12	,	,	PUNCT
alkej-932	6	13	such	such	ADJ
alkej-932	6	14	as	as	ADP
alkej-932	6	15	the	the	DET
alkej-932	6	16	frequency	frequency	NOUN
alkej-932	6	17	of	of	ADP
alkej-932	6	18	instructions	instruction	NOUN
alkej-932	6	19	and	and	CCONJ
alkej-932	6	20	the	the	DET
alkej-932	6	21	durations	duration	NOUN
alkej-932	6	22	of	of	ADP
alkej-932	6	23	runtime	runtime	NOUN
alkej-932	6	24	.	.	PUNCT
alkej-932	7	1	the	the	DET
alkej-932	7	2	evaluation	evaluation	NOUN
alkej-932	7	3	results	result	NOUN
alkej-932	7	4	demonstrate	demonstrate	VERB
alkej-932	7	5	the	the	DET
alkej-932	7	6	formation	formation	NOUN
alkej-932	7	7	of	of	ADP
alkej-932	7	8	the	the	DET
alkej-932	7	9	initial	initial	ADJ
alkej-932	7	10	scheduling	scheduling	NOUN
alkej-932	7	11	framework	framework	NOUN
alkej-932	7	12	.	.	PUNCT
alkej-932	8	1	the	the	DET
alkej-932	8	2	frameworks	framework	NOUN
alkej-932	8	3	perform	perform	VERB
alkej-932	8	4	execution	execution	NOUN
alkej-932	8	5	dynamic	dynamic	ADJ
alkej-932	8	6	optimizations	optimization	NOUN
alkej-932	8	7	that	that	PRON
alkej-932	8	8	reorder	reorder	NOUN
alkej-932	8	9	priorities	priority	NOUN
alkej-932	8	10	of	of	ADP
alkej-932	8	11	execution	execution	NOUN
alkej-932	8	12	whilst	whilst	SCONJ
alkej-932	8	13	considering	consider	VERB
alkej-932	8	14	the	the	DET
alkej-932	8	15	growth	growth	NOUN
alkej-932	8	16	of	of	ADP
alkej-932	8	17	tasks	task	NOUN
alkej-932	8	18	with	with	ADP
alkej-932	8	19	resource	resource	NOUN
alkej-932	8	20	conditions	condition	NOUN
alkej-932	8	21	.	.	PUNCT
alkej-932	9	1	the	the	DET
alkej-932	9	2	proposed	propose	VERB
alkej-932	9	3	scheduler	scheduler	NOUN
alkej-932	9	4	yields	yield	VERB
alkej-932	9	5	exceptional	exceptional	ADJ
alkej-932	9	6	gains	gain	NOUN
alkej-932	9	7	in	in	ADP
alkej-932	9	8	execution	execution	NOUN
alkej-932	9	9	efficiency	efficiency	NOUN
alkej-932	9	10	and	and	CCONJ
alkej-932	9	11	throughput	throughput	NOUN
alkej-932	9	12	of	of	ADP
alkej-932	9	13	the	the	DET
alkej-932	9	14	system	system	NOUN
alkej-932	9	15	in	in	ADP
alkej-932	9	16	experimental	experimental	ADJ
alkej-932	9	17	trials	trial	NOUN
alkej-932	9	18	with	with	ADP
alkej-932	9	19	many	many	ADJ
alkej-932	9	20	workloads	workload	NOUN
alkej-932	9	21	relative	relative	ADJ
alkej-932	9	22	to	to	ADP
alkej-932	9	23	conventional	conventional	ADJ
alkej-932	9	24	practices	practice	NOUN
alkej-932	9	25	.	.	PUNCT
alkej-932	10	1	the	the	DET
alkej-932	10	2	airplane	airplane	NOUN
alkej-932	10	3	queue	queue	NOUN
alkej-932	10	4	management	management	NOUN
alkej-932	10	5	powered	power	VERB
alkej-932	10	6	by	by	ADP
alkej-932	10	7	the	the	DET
alkej-932	10	8	scheduler	scheduler	NOUN
alkej-932	10	9	ensures	ensure	VERB
alkej-932	10	10	establishment	establishment	NOUN
alkej-932	10	11	of	of	ADP
alkej-932	10	12	an	an	DET
alkej-932	10	13	optimal	optimal	ADJ
alkej-932	10	14	system	system	NOUN
alkej-932	10	15	,	,	PUNCT
alkej-932	10	16	where	where	SCONJ
alkej-932	10	17	workload	workload	NOUN
alkej-932	10	18	is	be	AUX
alkej-932	10	19	equally	equally	ADV
alkej-932	10	20	distributed	distribute	VERB
alkej-932	10	21	amongst	amongst	ADP
alkej-932	10	22	tasks	task	NOUN
alkej-932	10	23	without	without	ADP
alkej-932	10	24	a	a	DET
alkej-932	10	25	conflict	conflict	NOUN
alkej-932	10	26	of	of	ADP
alkej-932	10	27	resources	resource	NOUN
alkej-932	10	28	to	to	PART
alkej-932	10	29	facilitate	facilitate	VERB
alkej-932	10	30	equal	equal	ADJ
alkej-932	10	31	,	,	PUNCT
alkej-932	10	32	timely	timely	ADJ
alkej-932	10	33	completion	completion	NOUN
alkej-932	10	34	.	.	PUNCT
alkej-932	11	1	the	the	DET
alkej-932	11	2	proposed	propose	VERB
alkej-932	11	3	scheduler	scheduler	NOUN
alkej-932	11	4	efficiently	efficiently	ADV
alkej-932	11	5	allocates	allocate	VERB
alkej-932	11	6	load	load	VERB
alkej-932	11	7	amongst	amongst	ADP
alkej-932	11	8	tasks	task	NOUN
alkej-932	11	9	and	and	CCONJ
alkej-932	11	10	hence	hence	ADV
alkej-932	11	11	decreases	decrease	VERB
alkej-932	11	12	contention	contention	NOUN
alkej-932	11	13	of	of	ADP
alkej-932	11	14	resources	resource	NOUN
alkej-932	11	15	and	and	CCONJ
alkej-932	11	16	leads	lead	VERB
alkej-932	11	17	to	to	ADP
alkej-932	11	18	fair	fair	ADJ
alkej-932	11	19	execution	execution	NOUN
alkej-932	11	20	.	.	PUNCT
alkej-932	12	1	the	the	DET
alkej-932	12	2	proposed	propose	VERB
alkej-932	12	3	scheduler	scheduler	NOUN
alkej-932	12	4	combines	combine	VERB
alkej-932	12	5	static	static	ADJ
alkej-932	12	6	and	and	CCONJ
alkej-932	12	7	dynamic	dynamic	ADJ
alkej-932	12	8	scheduling	scheduling	NOUN
alkej-932	12	9	approaches	approach	NOUN
alkej-932	12	10	to	to	PART
alkej-932	12	11	maximize	maximize	VERB
alkej-932	12	12	the	the	DET
alkej-932	12	13	utilization	utilization	NOUN
alkej-932	12	14	of	of	ADP
alkej-932	12	15	resources	resource	NOUN
alkej-932	12	16	and	and	CCONJ
alkej-932	12	17	to	to	PART
alkej-932	12	18	improve	improve	VERB
alkej-932	12	19	the	the	DET
alkej-932	12	20	performance	performance	NOUN
alkej-932	12	21	of	of	ADP
alkej-932	12	22	the	the	DET
alkej-932	12	23	system	system	NOUN
alkej-932	12	24	.	.	PUNCT
alkej-932	13	1	keywords	keyword	NOUN
alkej-932	13	2	:	:	PUNCT
alkej-932	13	3	multitasking	multitaske	VERB
alkej-932	13	4	;	;	PUNCT
alkej-932	13	5	scheduler	scheduler	NOUN
alkej-932	13	6	;	;	PUNCT
alkej-932	13	7	resource	resource	NOUN
alkej-932	13	8	utilization	utilization	NOUN
alkej-932	13	9	;	;	PUNCT
alkej-932	13	10	multitask	multitask	ADJ
alkej-932	13	11	learning	learning	NOUN
alkej-932	13	12	;	;	PUNCT
alkej-932	13	13	heterogeneous	heterogeneous	ADJ
alkej-932	13	14	workloads	workload	NOUN
alkej-932	13	15	.	.	PUNCT
alkej-932	14	1	1	1	X
alkej-932	14	2	.	.	X
alkej-932	14	3	introduction	introduction	NOUN
alkej-932	14	4	modern	modern	ADJ
alkej-932	14	5	environments	environment	NOUN
alkej-932	14	6	for	for	ADP
alkej-932	14	7	computing	compute	VERB
alkej-932	14	8	use	use	NOUN
alkej-932	14	9	multitasking	multitaske	VERB
alkej-932	14	10	systems	system	NOUN
alkej-932	14	11	that	that	PRON
alkej-932	14	12	enable	enable	VERB
alkej-932	14	13	computing	computing	NOUN
alkej-932	14	14	of	of	ADP
alkej-932	14	15	tasks	task	NOUN
alkej-932	14	16	simultaneously	simultaneously	ADV
alkej-932	14	17	whilst	whilst	SCONJ
alkej-932	14	18	consuming	consume	VERB
alkej-932	14	19	as	as	ADP
alkej-932	14	20	much	much	ADJ
alkej-932	14	21	of	of	ADP
alkej-932	14	22	the	the	DET
alkej-932	14	23	resources	resource	NOUN
alkej-932	14	24	as	as	ADP
alkej-932	14	25	possible	possible	ADJ
alkej-932	14	26	to	to	PART
alkej-932	14	27	make	make	VERB
alkej-932	14	28	the	the	DET
alkej-932	14	29	system	system	NOUN
alkej-932	14	30	operate	operate	VERB
alkej-932	14	31	more	more	ADV
alkej-932	14	32	optimally	optimally	ADV
alkej-932	14	33	.	.	PUNCT
alkej-932	15	1	task	task	NOUN
alkej-932	15	2	distribution	distribution	NOUN
alkej-932	15	3	in	in	ADP
alkej-932	15	4	these	these	DET
alkej-932	15	5	environments	environment	NOUN
alkej-932	15	6	is	be	AUX
alkej-932	15	7	a	a	DET
alkej-932	15	8	substantial	substantial	ADJ
alkej-932	15	9	barrier	barrier	NOUN
alkej-932	15	10	due	due	ADP
alkej-932	15	11	to	to	ADP
alkej-932	15	12	heterogeneous	heterogeneous	ADJ
alkej-932	15	13	workloads	workload	NOUN
alkej-932	15	14	that	that	PRON
alkej-932	15	15	have	have	VERB
alkej-932	15	16	varied	varied	ADJ
alkej-932	15	17	instructions	instruction	NOUN
alkej-932	15	18	numbers	number	NOUN
alkej-932	15	19	[	[	X
alkej-932	15	20	1	1	NUM
alkej-932	15	21	]	]	PUNCT
alkej-932	15	22	.	.	PUNCT
alkej-932	16	1	current	current	ADJ
alkej-932	16	2	scheduling	scheduling	NOUN
alkej-932	16	3	algorithms	algorithm	NOUN
alkej-932	16	4	are	be	AUX
alkej-932	16	5	also	also	ADV
alkej-932	16	6	faced	face	VERB
alkej-932	16	7	with	with	ADP
alkej-932	16	8	the	the	DET
alkej-932	16	9	challenge	challenge	NOUN
alkej-932	16	10	of	of	ADP
alkej-932	16	11	managing	manage	VERB
alkej-932	16	12	heterogeneous	heterogeneous	ADJ
alkej-932	16	13	workloads	workload	NOUN
alkej-932	16	14	effectively	effectively	ADV
alkej-932	16	15	,	,	PUNCT
alkej-932	16	16	which	which	PRON
alkej-932	16	17	causes	cause	VERB
alkej-932	16	18	inefficient	inefficient	ADJ
alkej-932	16	19	distribution	distribution	NOUN
alkej-932	16	20	of	of	ADP
alkej-932	16	21	resources	resource	NOUN
alkej-932	16	22	and	and	CCONJ
alkej-932	16	23	increased	increase	VERB
alkej-932	16	24	execution	execution	NOUN
alkej-932	16	25	schedules	schedule	NOUN
alkej-932	16	26	.	.	PUNCT
alkej-932	17	1	finally	finally	ADV
alkej-932	17	2	,	,	PUNCT
alkej-932	17	3	new	new	ADJ
alkej-932	17	4	ways	way	NOUN
alkej-932	17	5	are	be	AUX
alkej-932	17	6	required	require	VERB
alkej-932	17	7	to	to	PART
alkej-932	17	8	solve	solve	VERB
alkej-932	17	9	these	these	DET
alkej-932	17	10	problems	problem	NOUN
alkej-932	17	11	with	with	ADP
alkej-932	17	12	adequate	adequate	ADJ
alkej-932	17	13	effectiveness	effectiveness	NOUN
alkej-932	17	14	[	[	X
alkej-932	17	15	2	2	NUM
alkej-932	17	16	]	]	PUNCT
alkej-932	17	17	.	.	PUNCT
alkej-932	18	1	the	the	DET
alkej-932	18	2	situation	situation	NOUN
alkej-932	18	3	with	with	ADP
alkej-932	18	4	diversified	diversified	ADJ
alkej-932	18	5	conditions	condition	NOUN
alkej-932	18	6	or	or	CCONJ
alkej-932	18	7	workloads	workload	NOUN
alkej-932	18	8	introduces	introduce	VERB
alkej-932	18	9	difficulties	difficulty	NOUN
alkej-932	18	10	to	to	ADP
alkej-932	18	11	the	the	DET
alkej-932	18	12	use	use	NOUN
alkej-932	18	13	of	of	ADP
alkej-932	18	14	conventional	conventional	ADJ
alkej-932	18	15	scheduling	scheduling	NOUN
alkej-932	18	16	algorithms	algorithm	NOUN
alkej-932	18	17	because	because	SCONJ
alkej-932	18	18	these	these	PRON
alkej-932	18	19	may	may	AUX
alkej-932	18	20	have	have	VERB
alkej-932	18	21	problems	problem	NOUN
alkej-932	18	22	in	in	ADP
alkej-932	18	23	addressing	address	VERB
alkej-932	18	24	the	the	DET
alkej-932	18	25	complexities	complexity	NOUN
alkej-932	18	26	well	well	ADV
alkej-932	18	27	.	.	PUNCT
alkej-932	19	1	for	for	ADP
alkej-932	19	2	situations	situation	NOUN
alkej-932	19	3	when	when	SCONJ
alkej-932	19	4	optimal	optimal	ADJ
alkej-932	19	5	resource	resource	NOUN
alkej-932	19	6	allocation	allocation	NOUN
alkej-932	19	7	and	and	CCONJ
alkej-932	19	8	minimum	minimum	NOUN
alkej-932	19	9	execution	execution	NOUN
alkej-932	19	10	time	time	NOUN
alkej-932	19	11	may	may	AUX
alkej-932	19	12	become	become	VERB
alkej-932	19	13	the	the	DET
alkej-932	19	14	key	key	ADJ
alkej-932	19	15	success	success	NOUN
alkej-932	19	16	factors	factor	NOUN
alkej-932	19	17	,	,	PUNCT
alkej-932	19	18	creative	creative	ADJ
alkej-932	19	19	solutions	solution	NOUN
alkej-932	19	20	are	be	AUX
alkej-932	19	21	needed	need	VERB
alkej-932	19	22	[	[	PUNCT
alkej-932	19	23	3	3	NUM
alkej-932	19	24	]	]	PUNCT
alkej-932	19	25	.	.	PUNCT
alkej-932	20	1	this	this	DET
alkej-932	20	2	paper	paper	NOUN
alkej-932	20	3	examines	examine	VERB
alkej-932	20	4	a	a	DET
alkej-932	20	5	specific	specific	ADJ
alkej-932	20	6	issue	issue	NOUN
alkej-932	20	7	and	and	CCONJ
alkej-932	20	8	offers	offer	VERB
alkej-932	20	9	a	a	DET
alkej-932	20	10	novel	novel	ADJ
alkej-932	20	11	approach	approach	NOUN
alkej-932	20	12	to	to	PART
alkej-932	20	13	address	address	VERB
alkej-932	20	14	ita	ita	PROPN
alkej-932	20	15	dynamical	dynamical	ADJ
alkej-932	20	16	,	,	PUNCT
alkej-932	20	17	economical	economical	ADJ
alkej-932	20	18	multitask	multitask	NOUN
alkej-932	20	19	scheduler	scheduler	NOUN
alkej-932	20	20	.	.	PUNCT
alkej-932	21	1	the	the	DET
alkej-932	21	2	scheduler	scheduler	NOUN
alkej-932	21	3	is	be	AUX
alkej-932	21	4	developed	develop	VERB
alkej-932	21	5	primarily	primarily	ADV
alkej-932	21	6	to	to	PART
alkej-932	21	7	support	support	VERB
alkej-932	21	8	heterogeneous	heterogeneous	ADJ
alkej-932	21	9	workloads	workload	NOUN
alkej-932	21	10	,	,	PUNCT
alkej-932	21	11	which	which	PRON
alkej-932	21	12	differ	differ	VERB
alkej-932	21	13	in	in	ADP
alkej-932	21	14	instruction	instruction	NOUN
alkej-932	21	15	counts	count	NOUN
alkej-932	21	16	[	[	X
alkej-932	21	17	4	4	NUM
alkej-932	21	18	]	]	PUNCT
alkej-932	21	19	.	.	PUNCT
alkej-932	22	1	static	static	PROPN
alkej-932	22	2	mailto:heba@kecbu.uobaghdad.edu.iq	mailto:heba@kecbu.uobaghdad.edu.iq	PROPN
alkej-932	22	3	https://doi.org/10.22153/kej.2025.05.001	https://doi.org/10.22153/kej.2025.05.001	PROPN
alkej-932	22	4	https://doi.org/10.22153/kej.2025.05.001	https://doi.org/10.22153/kej.2025.05.001	PROPN
alkej-932	22	5	heba	heba	PROPN
alkej-932	22	6	m.	m.	PROPN
alkej-932	22	7	fadhil	fadhil	PROPN
alkej-932	22	8	al	al	PROPN
alkej-932	22	9	-	-	PUNCT
alkej-932	22	10	khwarizmi	khwarizmi	PROPN
alkej-932	22	11	engineering	engineering	NOUN
alkej-932	22	12	journal	journal	PROPN
alkej-932	22	13	,	,	PUNCT
alkej-932	22	14	vol	vol	NOUN
alkej-932	22	15	.	.	PROPN
alkej-932	22	16	21	21	NUM
alkej-932	22	17	,	,	PUNCT
alkej-932	22	18	no.3	no.3	VERB
alkej-932	22	19	,	,	PUNCT
alkej-932	22	20	pp	pp	ADJ
alkej-932	22	21	.	.	PUNCT
alkej-932	23	1	2534	2534	NUM
alkej-932	23	2	(	(	PUNCT
alkej-932	23	3	2025	2025	NUM
alkej-932	23	4	)	)	PUNCT
alkej-932	23	5	26	26	NUM
alkej-932	23	6	scheduling	scheduling	NOUN
alkej-932	23	7	is	be	AUX
alkej-932	23	8	the	the	DET
alkej-932	23	9	allocation	allocation	NOUN
alkej-932	23	10	of	of	ADP
alkej-932	23	11	resources	resource	NOUN
alkej-932	23	12	that	that	PRON
alkej-932	23	13	are	be	AUX
alkej-932	23	14	based	base	VERB
alkej-932	23	15	on	on	ADP
alkej-932	23	16	usual	usual	ADJ
alkej-932	23	17	properties	property	NOUN
alkej-932	23	18	of	of	ADP
alkej-932	23	19	tasks	task	NOUN
alkej-932	23	20	without	without	ADP
alkej-932	23	21	any	any	DET
alkej-932	23	22	other	other	ADJ
alkej-932	23	23	option	option	NOUN
alkej-932	23	24	attached	attach	VERB
alkej-932	23	25	to	to	ADP
alkej-932	23	26	runtime	runtime	NOUN
alkej-932	23	27	alterations	alteration	NOUN
alkej-932	23	28	[	[	X
alkej-932	23	29	5	5	NUM
alkej-932	23	30	]	]	PUNCT
alkej-932	23	31	.	.	PUNCT
alkej-932	24	1	however	however	ADV
alkej-932	24	2	,	,	PUNCT
alkej-932	24	3	the	the	DET
alkej-932	24	4	accomplishments	accomplishment	NOUN
alkej-932	24	5	of	of	ADP
alkej-932	24	6	static	static	ADJ
alkej-932	24	7	scheduling	scheduling	NOUN
alkej-932	24	8	systems	system	NOUN
alkej-932	24	9	are	be	AUX
alkej-932	24	10	certainly	certainly	ADV
alkej-932	24	11	noticeable	noticeable	ADJ
alkej-932	24	12	regarding	regard	VERB
alkej-932	24	13	some	some	DET
alkej-932	24	14	homogeneous	homogeneous	ADJ
alkej-932	24	15	workloads	workload	NOUN
alkej-932	24	16	.	.	PUNCT
alkej-932	25	1	the	the	DET
alkej-932	25	2	rigid	rigid	ADJ
alkej-932	25	3	structure	structure	NOUN
alkej-932	25	4	of	of	ADP
alkej-932	25	5	the	the	DET
alkej-932	25	6	systems	system	NOUN
alkej-932	25	7	is	be	AUX
alkej-932	25	8	the	the	DET
alkej-932	25	9	issue	issue	NOUN
alkej-932	25	10	when	when	SCONJ
alkej-932	25	11	encountering	encounter	VERB
alkej-932	25	12	the	the	DET
alkej-932	25	13	inherent	inherent	ADJ
alkej-932	25	14	diversity	diversity	NOUN
alkej-932	25	15	of	of	ADP
alkej-932	25	16	heterogeneous	heterogeneous	ADJ
alkej-932	25	17	workloads	workload	NOUN
alkej-932	25	18	.	.	PUNCT
alkej-932	26	1	by	by	ADP
alkej-932	26	2	contrast	contrast	NOUN
alkej-932	26	3	,	,	PUNCT
alkej-932	26	4	dynamic	dynamic	ADJ
alkej-932	26	5	scheduling	scheduling	NOUN
alkej-932	26	6	systems	system	NOUN
alkej-932	26	7	,	,	PUNCT
alkej-932	26	8	for	for	ADP
alkej-932	26	9	example	example	NOUN
alkej-932	26	10	,	,	PUNCT
alkej-932	26	11	round	round	PROPN
alkej-932	26	12	-	-	PUNCT
alkej-932	26	13	robin	robin	PROPN
alkej-932	26	14	and	and	CCONJ
alkej-932	26	15	priority	priority	NOUN
alkej-932	26	16	-	-	PUNCT
alkej-932	26	17	based	base	VERB
alkej-932	26	18	approaches	approach	NOUN
alkej-932	26	19	,	,	PUNCT
alkej-932	26	20	adjust	adjust	VERB
alkej-932	26	21	task	task	NOUN
alkej-932	26	22	execution	execution	NOUN
alkej-932	26	23	depending	depend	VERB
alkej-932	26	24	on	on	ADP
alkej-932	26	25	changing	change	VERB
alkej-932	26	26	conditions	condition	NOUN
alkej-932	26	27	.	.	PUNCT
alkej-932	27	1	this	this	DET
alkej-932	27	2	approach	approach	NOUN
alkej-932	27	3	,	,	PUNCT
alkej-932	27	4	however	however	ADV
alkej-932	27	5	,	,	PUNCT
alkej-932	27	6	may	may	AUX
alkej-932	27	7	not	not	PART
alkej-932	27	8	be	be	AUX
alkej-932	27	9	quick	quick	ADJ
alkej-932	27	10	enough	enough	ADV
alkej-932	27	11	for	for	SCONJ
alkej-932	27	12	users	user	NOUN
alkej-932	27	13	to	to	PART
alkej-932	27	14	adjust	adjust	VERB
alkej-932	27	15	to	to	ADP
alkej-932	27	16	the	the	DET
alkej-932	27	17	activities	activity	NOUN
alkej-932	27	18	that	that	PRON
alkej-932	27	19	have	have	VERB
alkej-932	27	20	different	different	ADJ
alkej-932	27	21	instruction	instruction	NOUN
alkej-932	27	22	counts	count	NOUN
alkej-932	27	23	,	,	PUNCT
alkej-932	27	24	which	which	PRON
alkej-932	27	25	thereby	thereby	ADV
alkej-932	27	26	results	result	VERB
alkej-932	27	27	either	either	CCONJ
alkej-932	27	28	in	in	ADP
alkej-932	27	29	unproductive	unproductive	ADJ
alkej-932	27	30	use	use	NOUN
alkej-932	27	31	of	of	ADP
alkej-932	27	32	resources	resource	NOUN
alkej-932	27	33	or	or	CCONJ
alkej-932	27	34	resource	resource	NOUN
alkej-932	27	35	conflict	conflict	NOUN
alkej-932	27	36	[	[	X
alkej-932	27	37	6	6	NUM
alkej-932	27	38	[	[	PUNCT
alkej-932	27	39	,	,	PUNCT
alkej-932	27	40	]	]	X
alkej-932	27	41	7	7	NUM
alkej-932	27	42	]	]	PUNCT
alkej-932	27	43	.	.	PUNCT
alkej-932	28	1	task	task	NOUN
alkej-932	28	2	scheduling	scheduling	NOUN
alkej-932	28	3	uses	use	VERB
alkej-932	28	4	artificial	artificial	ADJ
alkej-932	28	5	intelligence	intelligence	NOUN
alkej-932	28	6	algorithms	algorithm	NOUN
alkej-932	28	7	based	base	VERB
alkej-932	28	8	on	on	ADP
alkej-932	28	9	neural	neural	ADJ
alkej-932	28	10	networks	network	NOUN
alkej-932	28	11	and	and	CCONJ
alkej-932	28	12	reinforcement	reinforcement	NOUN
alkej-932	28	13	learning	learning	NOUN
alkej-932	28	14	models	model	NOUN
alkej-932	28	15	,	,	PUNCT
alkej-932	28	16	but	but	CCONJ
alkej-932	28	17	it	it	PRON
alkej-932	28	18	demands	demand	VERB
alkej-932	28	19	large	large	ADJ
alkej-932	28	20	training	training	NOUN
alkej-932	28	21	datasets	dataset	NOUN
alkej-932	28	22	and	and	CCONJ
alkej-932	28	23	produces	produce	VERB
alkej-932	28	24	high	high	ADJ
alkej-932	28	25	computational	computational	ADJ
alkej-932	28	26	requirements	requirement	NOUN
alkej-932	28	27	.	.	PUNCT
alkej-932	29	1	static	static	ADJ
alkej-932	29	2	analysis	analysis	NOUN
alkej-932	29	3	forms	form	NOUN
alkej-932	29	4	part	part	NOUN
alkej-932	29	5	of	of	ADP
alkej-932	29	6	the	the	DET
alkej-932	29	7	proposed	propose	VERB
alkej-932	29	8	scheduling	scheduling	NOUN
alkej-932	29	9	framework	framework	NOUN
alkej-932	29	10	that	that	PRON
alkej-932	29	11	jointly	jointly	ADV
alkej-932	29	12	works	work	VERB
alkej-932	29	13	with	with	ADP
alkej-932	29	14	dynamic	dynamic	ADJ
alkej-932	29	15	prioritization	prioritization	NOUN
alkej-932	29	16	.	.	PUNCT
alkej-932	30	1	by	by	ADP
alkej-932	30	2	implementing	implement	VERB
alkej-932	30	3	this	this	DET
alkej-932	30	4	approach	approach	NOUN
alkej-932	30	5	,	,	PUNCT
alkej-932	30	6	organizations	organization	NOUN
alkej-932	30	7	can	can	AUX
alkej-932	30	8	avoid	avoid	VERB
alkej-932	30	9	intensive	intensive	ADJ
alkej-932	30	10	training	training	NOUN
alkej-932	30	11	requirements	requirement	NOUN
alkej-932	30	12	yet	yet	ADV
alkej-932	30	13	maintain	maintain	VERB
alkej-932	30	14	dynamic	dynamic	ADJ
alkej-932	30	15	workload	workload	NOUN
alkej-932	30	16	adjustment	adjustment	NOUN
alkej-932	30	17	abilities	ability	NOUN
alkej-932	30	18	.	.	PUNCT
alkej-932	31	1	this	this	DET
alkej-932	31	2	scheduler	scheduler	NOUN
alkej-932	31	3	operates	operate	VERB
alkej-932	31	4	with	with	ADP
alkej-932	31	5	reduced	reduced	ADJ
alkej-932	31	6	computational	computational	ADJ
alkej-932	31	7	loads	load	NOUN
alkej-932	31	8	due	due	ADP
alkej-932	31	9	to	to	ADP
alkej-932	31	10	its	its	PRON
alkej-932	31	11	minimalist	minimalist	ADJ
alkej-932	31	12	design	design	NOUN
alkej-932	31	13	and	and	CCONJ
alkej-932	31	14	thus	thus	ADV
alkej-932	31	15	meets	meet	VERB
alkej-932	31	16	temporal	temporal	ADJ
alkej-932	31	17	requirements	requirement	NOUN
alkej-932	31	18	within	within	ADP
alkej-932	31	19	resource	resource	NOUN
alkej-932	31	20	-	-	PUNCT
alkej-932	31	21	limited	limit	VERB
alkej-932	31	22	systems	system	NOUN
alkej-932	31	23	[	[	X
alkej-932	31	24	8	8	NUM
alkej-932	31	25	]	]	PUNCT
alkej-932	31	26	,	,	PUNCT
alkej-932	32	1	[	[	X
alkej-932	32	2	9	9	NUM
alkej-932	32	3	]	]	PUNCT
alkej-932	32	4	.	.	PUNCT
alkej-932	33	1	the	the	DET
alkej-932	33	2	primary	primary	ADJ
alkej-932	33	3	aims	aim	NOUN
alkej-932	33	4	of	of	ADP
alkej-932	33	5	this	this	DET
alkej-932	33	6	paper	paper	NOUN
alkej-932	33	7	are	be	AUX
alkej-932	33	8	twofold	twofold	ADJ
alkej-932	33	9	:	:	PUNCT
alkej-932	33	10	firstly	firstly	ADV
alkej-932	33	11	,	,	PUNCT
alkej-932	33	12	to	to	PART
alkej-932	33	13	offer	offer	VERB
alkej-932	33	14	a	a	DET
alkej-932	33	15	scheduler	scheduler	NOUN
alkej-932	33	16	that	that	PRON
alkej-932	33	17	supports	support	VERB
alkej-932	33	18	managing	manage	VERB
alkej-932	33	19	the	the	DET
alkej-932	33	20	difficulties	difficulty	NOUN
alkej-932	33	21	of	of	ADP
alkej-932	33	22	multiprocessing	multiprocesse	VERB
alkej-932	33	23	platforms	platform	NOUN
alkej-932	33	24	with	with	ADP
alkej-932	33	25	a	a	DET
alkej-932	33	26	variance	variance	NOUN
alkej-932	33	27	of	of	ADP
alkej-932	33	28	executed	execute	VERB
alkej-932	33	29	instructions	instruction	NOUN
alkej-932	33	30	and	and	CCONJ
alkej-932	33	31	secondly	secondly	ADV
alkej-932	33	32	,	,	PUNCT
alkej-932	33	33	prove	prove	VERB
alkej-932	33	34	exclusively	exclusively	ADV
alkej-932	33	35	the	the	DET
alkej-932	33	36	effectiveness	effectiveness	NOUN
alkej-932	33	37	of	of	ADP
alkej-932	33	38	the	the	DET
alkej-932	33	39	proposed	propose	VERB
alkej-932	33	40	scheduler	scheduler	NOUN
alkej-932	33	41	through	through	ADP
alkej-932	33	42	in	in	ADP
alkej-932	33	43	-	-	PUNCT
alkej-932	33	44	depth	depth	NOUN
alkej-932	33	45	experimental	experimental	ADJ
alkej-932	33	46	evaluations	evaluation	NOUN
alkej-932	33	47	.	.	PUNCT
alkej-932	34	1	through	through	ADP
alkej-932	34	2	the	the	DET
alkej-932	34	3	attainment	attainment	NOUN
alkej-932	34	4	of	of	ADP
alkej-932	34	5	these	these	DET
alkej-932	34	6	goals	goal	NOUN
alkej-932	34	7	,	,	PUNCT
alkej-932	34	8	value	value	NOUN
alkej-932	34	9	is	be	AUX
alkej-932	34	10	aimed	aim	VERB
alkej-932	34	11	to	to	PART
alkej-932	34	12	be	be	AUX
alkej-932	34	13	added	add	VERB
alkej-932	34	14	to	to	ADP
alkej-932	34	15	multitask	multitask	ADJ
alkej-932	34	16	scheduling	scheduling	NOUN
alkej-932	34	17	methods	method	NOUN
alkej-932	34	18	,	,	PUNCT
alkej-932	34	19	specifically	specifically	ADV
alkej-932	34	20	with	with	ADP
alkej-932	34	21	respect	respect	NOUN
alkej-932	34	22	to	to	ADP
alkej-932	34	23	performance	performance	NOUN
alkej-932	34	24	improvement	improvement	NOUN
alkej-932	34	25	of	of	ADP
alkej-932	34	26	systems	system	NOUN
alkej-932	34	27	in	in	ADP
alkej-932	34	28	a	a	DET
alkej-932	34	29	variety	variety	NOUN
alkej-932	34	30	of	of	ADP
alkej-932	34	31	computing	compute	VERB
alkej-932	34	32	scenarios	scenario	NOUN
alkej-932	34	33	.	.	PUNCT
alkej-932	35	1	the	the	DET
alkej-932	35	2	focus	focus	NOUN
alkej-932	35	3	of	of	ADP
alkej-932	35	4	this	this	DET
alkej-932	35	5	paper	paper	NOUN
alkej-932	35	6	is	be	AUX
alkej-932	35	7	to	to	PART
alkej-932	35	8	propose	propose	VERB
alkej-932	35	9	substantial	substantial	ADJ
alkej-932	35	10	directions	direction	NOUN
alkej-932	35	11	and	and	CCONJ
alkej-932	35	12	solutions	solution	NOUN
alkej-932	35	13	that	that	PRON
alkej-932	35	14	could	could	AUX
alkej-932	35	15	remarkably	remarkably	ADV
alkej-932	35	16	enhance	enhance	VERB
alkej-932	35	17	and	and	CCONJ
alkej-932	35	18	optimize	optimize	VERB
alkej-932	35	19	the	the	DET
alkej-932	35	20	performance	performance	NOUN
alkej-932	35	21	of	of	ADP
alkej-932	35	22	computing	computing	NOUN
alkej-932	35	23	systems	system	NOUN
alkej-932	35	24	through	through	ADP
alkej-932	35	25	the	the	DET
alkej-932	35	26	deep	deep	ADJ
alkej-932	35	27	investigation	investigation	NOUN
alkej-932	35	28	of	of	ADP
alkej-932	35	29	the	the	DET
alkej-932	35	30	problems	problem	NOUN
alkej-932	35	31	surrounding	surround	VERB
alkej-932	35	32	multitask	multitask	ADJ
alkej-932	35	33	scheduling	scheduling	NOUN
alkej-932	35	34	and	and	CCONJ
alkej-932	35	35	to	to	PART
alkej-932	35	36	present	present	VERB
alkej-932	35	37	a	a	DET
alkej-932	35	38	new	new	ADJ
alkej-932	35	39	method	method	NOUN
alkej-932	35	40	of	of	ADP
alkej-932	35	41	tackling	tackle	VERB
alkej-932	35	42	such	such	ADJ
alkej-932	35	43	problems	problem	NOUN
alkej-932	35	44	.	.	PUNCT
alkej-932	36	1	the	the	DET
alkej-932	36	2	present	present	ADJ
alkej-932	36	3	paper	paper	NOUN
alkej-932	36	4	is	be	AUX
alkej-932	36	5	organized	organize	VERB
alkej-932	36	6	in	in	ADP
alkej-932	36	7	the	the	DET
alkej-932	36	8	following	follow	VERB
alkej-932	36	9	manner	manner	NOUN
alkej-932	36	10	:	:	PUNCT
alkej-932	36	11	the	the	DET
alkej-932	36	12	existing	exist	VERB
alkej-932	36	13	state	state	NOUN
alkej-932	36	14	of	of	ADP
alkej-932	36	15	multitask	multitask	ADJ
alkej-932	36	16	scheduling	scheduling	NOUN
alkej-932	36	17	in	in	ADP
alkej-932	36	18	various	various	ADJ
alkej-932	36	19	situations	situation	NOUN
alkej-932	36	20	is	be	AUX
alkej-932	36	21	described	describe	VERB
alkej-932	36	22	in	in	ADP
alkej-932	36	23	section	section	NOUN
alkej-932	36	24	2	2	NUM
alkej-932	36	25	.	.	PUNCT
alkej-932	37	1	the	the	DET
alkej-932	37	2	schematics	schematics	NOUN
alkej-932	37	3	from	from	ADP
alkej-932	37	4	the	the	DET
alkej-932	37	5	design	design	NOUN
alkej-932	37	6	to	to	ADP
alkej-932	37	7	the	the	DET
alkej-932	37	8	architecture	architecture	NOUN
alkej-932	37	9	of	of	ADP
alkej-932	37	10	the	the	DET
alkej-932	37	11	proposed	propose	VERB
alkej-932	37	12	scheduler	scheduler	NOUN
alkej-932	37	13	are	be	AUX
alkej-932	37	14	presented	present	VERB
alkej-932	37	15	in	in	ADP
alkej-932	37	16	section	section	NOUN
alkej-932	37	17	3	3	NUM
alkej-932	37	18	.	.	PUNCT
alkej-932	38	1	the	the	DET
alkej-932	38	2	details	detail	NOUN
alkej-932	38	3	of	of	ADP
alkej-932	38	4	the	the	DET
alkej-932	38	5	static	static	ADJ
alkej-932	38	6	analysis	analysis	NOUN
alkej-932	38	7	phase	phase	NOUN
alkej-932	38	8	and	and	CCONJ
alkej-932	38	9	dynamic	dynamic	ADJ
alkej-932	38	10	adaption	adaption	NOUN
alkej-932	38	11	procedures	procedure	NOUN
alkej-932	38	12	are	be	AUX
alkej-932	38	13	also	also	ADV
alkej-932	38	14	included	include	VERB
alkej-932	38	15	.	.	PUNCT
alkej-932	39	1	a	a	DET
alkej-932	39	2	thorough	thorough	ADJ
alkej-932	39	3	evaluation	evaluation	NOUN
alkej-932	39	4	and	and	CCONJ
alkej-932	39	5	design	design	NOUN
alkej-932	39	6	of	of	ADP
alkej-932	39	7	the	the	DET
alkej-932	39	8	experiment	experiment	NOUN
alkej-932	39	9	performed	perform	VERB
alkej-932	39	10	in	in	ADP
alkej-932	39	11	this	this	DET
alkej-932	39	12	study	study	NOUN
alkej-932	39	13	is	be	AUX
alkej-932	39	14	discussed	discuss	VERB
alkej-932	39	15	in	in	ADP
alkej-932	39	16	section	section	NOUN
alkej-932	39	17	4	4	NUM
alkej-932	39	18	.	.	PUNCT
alkej-932	40	1	the	the	DET
alkej-932	40	2	outcomes	outcome	NOUN
alkej-932	40	3	of	of	ADP
alkej-932	40	4	the	the	DET
alkej-932	40	5	experiments	experiment	NOUN
alkej-932	40	6	as	as	ADV
alkej-932	40	7	well	well	ADV
alkej-932	40	8	as	as	ADP
alkej-932	40	9	the	the	DET
alkej-932	40	10	discussions	discussion	NOUN
alkej-932	40	11	that	that	PRON
alkej-932	40	12	follow	follow	VERB
alkej-932	40	13	are	be	AUX
alkej-932	40	14	presented	present	VERB
alkej-932	40	15	to	to	PART
alkej-932	40	16	elaborate	elaborate	VERB
alkej-932	40	17	the	the	DET
alkej-932	40	18	findings	finding	NOUN
alkej-932	40	19	in	in	ADP
alkej-932	40	20	section	section	NOUN
alkej-932	40	21	5	5	NUM
alkej-932	40	22	.	.	PUNCT
alkej-932	41	1	all	all	DET
alkej-932	41	2	the	the	DET
alkej-932	41	3	constraints	constraint	NOUN
alkej-932	41	4	in	in	ADP
alkej-932	41	5	the	the	DET
alkej-932	41	6	proposed	propose	VERB
alkej-932	41	7	strategy	strategy	NOUN
alkej-932	41	8	,	,	PUNCT
alkej-932	41	9	areas	area	NOUN
alkej-932	41	10	to	to	PART
alkej-932	41	11	be	be	AUX
alkej-932	41	12	further	far	ADV
alkej-932	41	13	explored	explore	VERB
alkej-932	41	14	and	and	CCONJ
alkej-932	41	15	areas	area	NOUN
alkej-932	41	16	for	for	ADP
alkej-932	41	17	future	future	ADJ
alkej-932	41	18	research	research	NOUN
alkej-932	41	19	are	be	AUX
alkej-932	41	20	covered	cover	VERB
alkej-932	41	21	in	in	ADP
alkej-932	41	22	section	section	NOUN
alkej-932	41	23	6	6	NUM
alkej-932	41	24	.	.	PUNCT
alkej-932	42	1	the	the	DET
alkej-932	42	2	contributions	contribution	NOUN
alkej-932	42	3	of	of	ADP
alkej-932	42	4	this	this	DET
alkej-932	42	5	work	work	NOUN
alkej-932	42	6	are	be	AUX
alkej-932	42	7	summarized	summarize	VERB
alkej-932	42	8	in	in	ADP
alkej-932	42	9	section	section	NOUN
alkej-932	42	10	7	7	NUM
alkej-932	42	11	.	.	PUNCT
alkej-932	43	1	the	the	DET
alkej-932	43	2	importance	importance	NOUN
alkej-932	43	3	of	of	ADP
alkej-932	43	4	designing	design	VERB
alkej-932	43	5	an	an	DET
alkej-932	43	6	efficient	efficient	ADJ
alkej-932	43	7	multitask	multitask	ADJ
alkej-932	43	8	scheduling	scheduling	NOUN
alkej-932	43	9	in	in	ADP
alkej-932	43	10	heterogeneous	heterogeneous	ADJ
alkej-932	43	11	computing	computing	NOUN
alkej-932	43	12	systems	system	NOUN
alkej-932	43	13	is	be	AUX
alkej-932	43	14	stressed	stress	VERB
alkej-932	43	15	.	.	PUNCT
alkej-932	44	1	2	2	X
alkej-932	44	2	.	.	X
alkej-932	44	3	related	relate	VERB
alkej-932	44	4	work	work	NOUN
alkej-932	44	5	computing	computing	NOUN
alkej-932	44	6	systems	system	NOUN
alkej-932	44	7	’	'	PUNCT
alkej-932	44	8	multitasking	multitaske	VERB
alkej-932	44	9	scheduling	scheduling	NOUN
alkej-932	44	10	method	method	NOUN
alkej-932	44	11	has	have	AUX
alkej-932	44	12	become	become	VERB
alkej-932	44	13	a	a	DET
alkej-932	44	14	notable	notable	ADJ
alkej-932	44	15	field	field	NOUN
alkej-932	44	16	of	of	ADP
alkej-932	44	17	study	study	NOUN
alkej-932	44	18	because	because	SCONJ
alkej-932	44	19	of	of	ADP
alkej-932	44	20	its	its	PRON
alkej-932	44	21	direct	direct	ADJ
alkej-932	44	22	effect	effect	NOUN
alkej-932	44	23	on	on	ADP
alkej-932	44	24	how	how	SCONJ
alkej-932	44	25	resources	resource	NOUN
alkej-932	44	26	are	be	AUX
alkej-932	44	27	allocated	allocate	VERB
alkej-932	44	28	and	and	CCONJ
alkej-932	44	29	how	how	SCONJ
alkej-932	44	30	system	system	NOUN
alkej-932	44	31	performance	performance	NOUN
alkej-932	44	32	is	be	AUX
alkej-932	44	33	optimized	optimize	VERB
alkej-932	44	34	.	.	PUNCT
alkej-932	45	1	different	different	ADJ
alkej-932	45	2	approaches	approach	NOUN
alkej-932	45	3	for	for	ADP
alkej-932	45	4	scheduling	scheduling	NOUN
alkej-932	45	5	tasks	task	NOUN
alkej-932	45	6	exist	exist	VERB
alkej-932	45	7	today	today	NOUN
alkej-932	45	8	as	as	ADP
alkej-932	45	9	static	static	ADJ
alkej-932	45	10	and	and	CCONJ
alkej-932	45	11	dynamic	dynamic	ADJ
alkej-932	45	12	algorithms	algorithm	NOUN
alkej-932	45	13	with	with	ADP
alkej-932	45	14	separate	separate	ADJ
alkej-932	45	15	strengths	strength	NOUN
alkej-932	45	16	and	and	CCONJ
alkej-932	45	17	matching	match	VERB
alkej-932	45	18	performance	performance	NOUN
alkej-932	45	19	constraints	constraint	NOUN
alkej-932	45	20	.	.	PUNCT
alkej-932	46	1	the	the	DET
alkej-932	46	2	static	static	ADJ
alkej-932	46	3	scheduling	scheduling	NOUN
alkej-932	46	4	techniques	technique	NOUN
alkej-932	46	5	described	describe	VERB
alkej-932	46	6	by	by	ADP
alkej-932	46	7	rekha	rekha	NOUN
alkej-932	46	8	and	and	CCONJ
alkej-932	46	9	dakshayini	dakshayini	PROPN
alkej-932	46	10	(	(	PUNCT
alkej-932	46	11	2019	2019	NUM
alkej-932	46	12	)	)	PUNCT
alkej-932	46	13	used	use	VERB
alkej-932	46	14	predefined	predefine	VERB
alkej-932	46	15	task	task	NOUN
alkej-932	46	16	information	information	NOUN
alkej-932	46	17	for	for	ADP
alkej-932	46	18	resource	resource	NOUN
alkej-932	46	19	distribution	distribution	NOUN
alkej-932	46	20	[	[	X
alkej-932	46	21	10	10	NUM
alkej-932	46	22	]	]	PUNCT
alkej-932	46	23	.	.	PUNCT
alkej-932	47	1	through	through	ADP
alkej-932	47	2	a	a	DET
alkej-932	47	3	unique	unique	ADJ
alkej-932	47	4	genetic	genetic	ADJ
alkej-932	47	5	algorithm	algorithm	NOUN
alkej-932	47	6	method	method	NOUN
alkej-932	47	7	,	,	PUNCT
alkej-932	47	8	cloud	cloud	ADJ
alkej-932	47	9	resource	resource	NOUN
alkej-932	47	10	utilization	utilization	NOUN
alkej-932	47	11	was	be	AUX
alkej-932	47	12	optimized	optimize	VERB
alkej-932	47	13	,	,	PUNCT
alkej-932	47	14	yet	yet	CCONJ
alkej-932	47	15	the	the	DET
alkej-932	47	16	approach	approach	NOUN
alkej-932	47	17	demonstrated	demonstrate	VERB
alkej-932	47	18	limitations	limitation	NOUN
alkej-932	47	19	when	when	SCONJ
alkej-932	47	20	handling	handle	VERB
alkej-932	47	21	dynamic	dynamic	ADJ
alkej-932	47	22	workloads	workload	NOUN
alkej-932	47	23	featuring	feature	VERB
alkej-932	47	24	heterogeneous	heterogeneous	ADJ
alkej-932	47	25	characteristics	characteristic	NOUN
alkej-932	47	26	with	with	ADP
alkej-932	47	27	varying	vary	VERB
alkej-932	47	28	instruction	instruction	NOUN
alkej-932	47	29	requirements	requirement	NOUN
alkej-932	47	30	.	.	PUNCT
alkej-932	48	1	liu	liu	PROPN
alkej-932	48	2	et	et	PROPN
alkej-932	48	3	al	al	PROPN
alkej-932	48	4	.	.	PROPN
alkej-932	48	5	(	(	PUNCT
alkej-932	48	6	2021	2021	NUM
alkej-932	48	7	)	)	PUNCT
alkej-932	48	8	demonstrated	demonstrate	VERB
alkej-932	48	9	a	a	DET
alkej-932	48	10	dynamic	dynamic	ADJ
alkej-932	48	11	scheduling	scheduling	NOUN
alkej-932	48	12	system	system	NOUN
alkej-932	48	13	that	that	PRON
alkej-932	48	14	employed	employ	VERB
alkej-932	48	15	neural	neural	ADJ
alkej-932	48	16	networks	network	NOUN
alkej-932	48	17	as	as	ADP
alkej-932	48	18	an	an	DET
alkej-932	48	19	instrument	instrument	NOUN
alkej-932	48	20	to	to	PART
alkej-932	48	21	support	support	VERB
alkej-932	48	22	multitasking	multitaske	VERB
alkej-932	48	23	workloads	workload	NOUN
alkej-932	48	24	in	in	ADP
alkej-932	48	25	maritime	maritime	ADJ
alkej-932	48	26	environments	environment	NOUN
alkej-932	48	27	.	.	PUNCT
alkej-932	49	1	these	these	DET
alkej-932	49	2	approaches	approach	NOUN
alkej-932	49	3	delivered	deliver	VERB
alkej-932	49	4	high	high	ADJ
alkej-932	49	5	accuracy	accuracy	NOUN
alkej-932	49	6	results	result	NOUN
alkej-932	49	7	within	within	ADP
alkej-932	49	8	certain	certain	ADJ
alkej-932	49	9	operational	operational	ADJ
alkej-932	49	10	environments	environment	NOUN
alkej-932	49	11	,	,	PUNCT
alkej-932	49	12	yet	yet	CCONJ
alkej-932	49	13	their	their	PRON
alkej-932	49	14	extensive	extensive	ADJ
alkej-932	49	15	training	training	NOUN
alkej-932	49	16	dataset	dataset	NOUN
alkej-932	49	17	requirements	requirement	NOUN
alkej-932	49	18	along	along	ADP
alkej-932	49	19	with	with	ADP
alkej-932	49	20	substantial	substantial	ADJ
alkej-932	49	21	processing	processing	NOUN
alkej-932	49	22	demands	demand	NOUN
alkej-932	49	23	challenged	challenge	VERB
alkej-932	49	24	the	the	DET
alkej-932	49	25	real	real	ADJ
alkej-932	49	26	-	-	PUNCT
alkej-932	49	27	time	time	NOUN
alkej-932	49	28	system	system	NOUN
alkej-932	49	29	implementation	implementation	NOUN
alkej-932	50	1	[	[	X
alkej-932	50	2	11	11	NUM
alkej-932	50	3	]	]	PUNCT
alkej-932	50	4	.	.	PUNCT
alkej-932	51	1	hybrid	hybrid	ADJ
alkej-932	51	2	scheduling	scheduling	NOUN
alkej-932	51	3	algorithms	algorithm	NOUN
alkej-932	51	4	incorporate	incorporate	VERB
alkej-932	51	5	static	static	ADJ
alkej-932	51	6	and	and	CCONJ
alkej-932	51	7	dynamic	dynamic	ADJ
alkej-932	51	8	methodologies	methodology	NOUN
alkej-932	51	9	to	to	PART
alkej-932	51	10	address	address	VERB
alkej-932	51	11	system	system	NOUN
alkej-932	51	12	challenges	challenge	NOUN
alkej-932	51	13	that	that	PRON
alkej-932	51	14	have	have	AUX
alkej-932	51	15	recently	recently	ADV
alkej-932	51	16	risen	rise	VERB
alkej-932	51	17	.	.	PUNCT
alkej-932	52	1	sanh	sanh	PROPN
alkej-932	52	2	et	et	PROPN
alkej-932	52	3	al	al	PROPN
alkej-932	52	4	.	.	PROPN
alkej-932	53	1	(	(	PUNCT
alkej-932	53	2	2019	2019	NUM
alkej-932	53	3	)	)	PUNCT
alkej-932	53	4	developed	develop	VERB
alkej-932	53	5	a	a	DET
alkej-932	53	6	hierarchical	hierarchical	ADJ
alkej-932	53	7	multitask	multitask	ADJ
alkej-932	53	8	system	system	NOUN
alkej-932	53	9	that	that	PRON
alkej-932	53	10	prioritizes	prioritize	VERB
alkej-932	53	11	tasks	task	NOUN
alkej-932	53	12	through	through	ADP
alkej-932	53	13	workload	workload	NOUN
alkej-932	53	14	-	-	PUNCT
alkej-932	53	15	dependent	dependent	ADJ
alkej-932	53	16	mechanisms	mechanism	NOUN
alkej-932	53	17	.	.	PUNCT
alkej-932	54	1	however	however	ADV
alkej-932	54	2	,	,	PUNCT
alkej-932	54	3	this	this	DET
alkej-932	54	4	method	method	NOUN
alkej-932	54	5	was	be	AUX
alkej-932	54	6	designed	design	VERB
alkej-932	54	7	for	for	ADP
alkej-932	54	8	semantic	semantic	ADJ
alkej-932	54	9	processing	processing	NOUN
alkej-932	54	10	and	and	CCONJ
alkej-932	54	11	applied	apply	VERB
alkej-932	54	12	only	only	ADV
alkej-932	54	13	to	to	ADP
alkej-932	54	14	homogeneous	homogeneous	ADJ
alkej-932	54	15	environments	environment	NOUN
alkej-932	54	16	[	[	X
alkej-932	54	17	12	12	NUM
alkej-932	54	18	]	]	PUNCT
alkej-932	54	19	.	.	PUNCT
alkej-932	55	1	task	task	NOUN
alkej-932	55	2	consistency	consistency	NOUN
alkej-932	55	3	frameworks	framework	NOUN
alkej-932	55	4	developed	develop	VERB
alkej-932	55	5	by	by	ADP
alkej-932	55	6	zamir	zamir	PROPN
alkej-932	55	7	et	et	PROPN
alkej-932	55	8	al	al	PROPN
alkej-932	55	9	.	.	PROPN
alkej-932	55	10	(	(	PUNCT
alkej-932	55	11	2020	2020	NUM
alkej-932	55	12	)	)	PUNCT
alkej-932	55	13	showed	show	VERB
alkej-932	55	14	enhanced	enhanced	ADJ
alkej-932	55	15	computational	computational	ADJ
alkej-932	55	16	efficiency	efficiency	NOUN
alkej-932	55	17	but	but	CCONJ
alkej-932	55	18	demanded	demand	VERB
alkej-932	55	19	lengthy	lengthy	ADJ
alkej-932	55	20	customization	customization	NOUN
alkej-932	55	21	work	work	NOUN
alkej-932	55	22	for	for	ADP
alkej-932	55	23	specific	specific	ADJ
alkej-932	55	24	application	application	NOUN
alkej-932	55	25	domains	domain	NOUN
alkej-932	55	26	[	[	X
alkej-932	55	27	13	13	NUM
alkej-932	55	28	]	]	PUNCT
alkej-932	55	29	.	.	PUNCT
alkej-932	56	1	conventionally	conventionally	ADV
alkej-932	56	2	,	,	PUNCT
alkej-932	56	3	each	each	DET
alkej-932	56	4	task	task	NOUN
alkej-932	56	5	is	be	AUX
alkej-932	56	6	mined	mine	VERB
alkej-932	56	7	on	on	ADP
alkej-932	56	8	a	a	DET
alkej-932	56	9	minibatch	minibatch	NOUN
alkej-932	56	10	basis	basis	NOUN
alkej-932	56	11	intermittently	intermittently	ADV
alkej-932	56	12	with	with	ADP
alkej-932	56	13	the	the	DET
alkej-932	56	14	training	training	NOUN
alkej-932	56	15	order	order	NOUN
alkej-932	56	16	either	either	CCONJ
alkej-932	56	17	uniform	uniform	ADJ
alkej-932	56	18	or	or	CCONJ
alkej-932	56	19	secondary	secondary	ADJ
alkej-932	56	20	to	to	ADP
alkej-932	56	21	the	the	DET
alkej-932	56	22	size	size	NOUN
alkej-932	56	23	of	of	ADP
alkej-932	56	24	the	the	DET
alkej-932	56	25	database	database	NOUN
alkej-932	56	26	the	the	DET
alkej-932	56	27	task	task	NOUN
alkej-932	56	28	is	be	AUX
alkej-932	56	29	associated	associate	VERB
alkej-932	56	30	with	with	ADP
alkej-932	56	31	[	[	X
alkej-932	56	32	14	14	NUM
alkej-932	56	33	]	]	PUNCT
alkej-932	56	34	.	.	PUNCT
alkej-932	57	1	nevertheless	nevertheless	ADV
alkej-932	57	2	,	,	PUNCT
alkej-932	57	3	such	such	ADJ
alkej-932	57	4	simplistic	simplistic	ADJ
alkej-932	57	5	approaches	approach	NOUN
alkej-932	57	6	can	can	AUX
alkej-932	57	7	bring	bring	VERB
alkej-932	57	8	heba	heba	PROPN
alkej-932	57	9	m.	m.	PROPN
alkej-932	57	10	fadhil	fadhil	PROPN
alkej-932	57	11	al	al	PROPN
alkej-932	57	12	-	-	PUNCT
alkej-932	57	13	khwarizmi	khwarizmi	PROPN
alkej-932	57	14	engineering	engineering	NOUN
alkej-932	57	15	journal	journal	PROPN
alkej-932	57	16	,	,	PUNCT
alkej-932	57	17	vol	vol	NOUN
alkej-932	57	18	.	.	PROPN
alkej-932	57	19	21	21	NUM
alkej-932	57	20	,	,	PUNCT
alkej-932	57	21	no.3	no.3	VERB
alkej-932	57	22	,	,	PUNCT
alkej-932	57	23	pp	pp	ADJ
alkej-932	57	24	.	.	PUNCT
alkej-932	58	1	2534	2534	NUM
alkej-932	58	2	(	(	PUNCT
alkej-932	58	3	2025	2025	NUM
alkej-932	58	4	)	)	PUNCT
alkej-932	58	5	27	27	NUM
alkej-932	58	6	on	on	ADP
alkej-932	58	7	extra	extra	ADJ
alkej-932	58	8	computations	computation	NOUN
alkej-932	58	9	;	;	PUNCT
alkej-932	58	10	through	through	ADP
alkej-932	58	11	redundancy	redundancy	NOUN
alkej-932	58	12	,	,	PUNCT
alkej-932	58	13	tasks	task	NOUN
alkej-932	58	14	and/or	and/or	CCONJ
alkej-932	58	15	some	some	DET
alkej-932	58	16	tasks	task	NOUN
alkej-932	58	17	may	may	AUX
alkej-932	58	18	be	be	AUX
alkej-932	58	19	just	just	ADV
alkej-932	58	20	prerequisites	prerequisite	NOUN
alkej-932	58	21	for	for	SCONJ
alkej-932	58	22	others	other	NOUN
alkej-932	58	23	to	to	PART
alkej-932	58	24	be	be	AUX
alkej-932	58	25	learnt	learn	VERB
alkej-932	58	26	[	[	X
alkej-932	58	27	15	15	NUM
alkej-932	58	28	]	]	PUNCT
alkej-932	58	29	.	.	PUNCT
alkej-932	59	1	moreover	moreover	ADV
alkej-932	59	2	,	,	PUNCT
alkej-932	59	3	mismatches	mismatch	NOUN
alkej-932	59	4	amongst	amongst	ADP
alkej-932	59	5	the	the	DET
alkej-932	59	6	tasks	task	NOUN
alkej-932	59	7	may	may	AUX
alkej-932	59	8	damage	damage	VERB
alkej-932	59	9	an	an	DET
alkej-932	59	10	appropriate	appropriate	ADJ
alkej-932	59	11	training	training	NOUN
alkej-932	59	12	by	by	ADP
alkej-932	59	13	causing	cause	VERB
alkej-932	59	14	mismatches	mismatch	NOUN
alkej-932	59	15	between	between	ADP
alkej-932	59	16	backpropagated	backpropagate	VERB
alkej-932	59	17	gradients	gradient	NOUN
alkej-932	59	18	[	[	X
alkej-932	59	19	16	16	NUM
alkej-932	59	20	]	]	PUNCT
alkej-932	59	21	.	.	PUNCT
alkej-932	60	1	therefore	therefore	ADV
alkej-932	60	2	,	,	PUNCT
alkej-932	60	3	methods	method	NOUN
alkej-932	60	4	to	to	PART
alkej-932	60	5	train	train	VERB
alkej-932	60	6	tasks	task	NOUN
alkej-932	60	7	and	and	CCONJ
alkej-932	60	8	samples	sample	NOUN
alkej-932	60	9	in	in	ADP
alkej-932	60	10	a	a	DET
alkej-932	60	11	particular	particular	ADJ
alkej-932	60	12	sequence	sequence	NOUN
alkej-932	60	13	have	have	AUX
alkej-932	60	14	been	be	AUX
alkej-932	60	15	developed	develop	VERB
alkej-932	60	16	by	by	ADP
alkej-932	60	17	researchers	researcher	NOUN
alkej-932	60	18	and	and	CCONJ
alkej-932	60	19	are	be	AUX
alkej-932	60	20	known	know	VERB
alkej-932	60	21	as	as	ADP
alkej-932	60	22	‘	'	PUNCT
alkej-932	60	23	mtl	mtl	PROPN
alkej-932	60	24	scheduling	scheduling	NOUN
alkej-932	60	25	’	'	PUNCT
alkej-932	60	26	.	.	PUNCT
alkej-932	61	1	mtl	mtl	PROPN
alkej-932	61	2	scheduling	scheduling	NOUN
alkej-932	61	3	aims	aim	VERB
alkej-932	61	4	to	to	PART
alkej-932	61	5	improve	improve	VERB
alkej-932	61	6	the	the	DET
alkej-932	61	7	training	training	NOUN
alkej-932	61	8	procedure	procedure	NOUN
alkej-932	61	9	by	by	ADP
alkej-932	61	10	smartly	smartly	ADV
alkej-932	61	11	arranging	arrange	VERB
alkej-932	61	12	the	the	DET
alkej-932	61	13	order	order	NOUN
alkej-932	61	14	of	of	ADP
alkej-932	61	15	tasks	task	NOUN
alkej-932	61	16	’	'	PUNCT
alkej-932	61	17	and	and	CCONJ
alkej-932	61	18	samples	sample	VERB
alkej-932	61	19	’	'	PUNCT
alkej-932	61	20	processing	processing	NOUN
alkej-932	61	21	.	.	PUNCT
alkej-932	62	1	this	this	DET
alkej-932	62	2	approach	approach	NOUN
alkej-932	62	3	can	can	AUX
alkej-932	62	4	reduce	reduce	VERB
alkej-932	62	5	redundant	redundant	ADJ
alkej-932	62	6	computations	computation	NOUN
alkej-932	62	7	,	,	PUNCT
alkej-932	62	8	imbalance	imbalance	NOUN
alkej-932	62	9	issues	issue	NOUN
alkej-932	62	10	and	and	CCONJ
alkej-932	62	11	undesired	undesired	ADJ
alkej-932	62	12	calculations	calculation	NOUN
alkej-932	62	13	,	,	PUNCT
alkej-932	62	14	which	which	PRON
alkej-932	62	15	increases	increase	VERB
alkej-932	62	16	the	the	DET
alkej-932	62	17	performance	performance	NOUN
alkej-932	62	18	of	of	ADP
alkej-932	62	19	the	the	DET
alkej-932	62	20	multitask	multitask	ADJ
alkej-932	62	21	learning	learning	NOUN
alkej-932	63	1	[	[	X
alkej-932	63	2	17	17	NUM
alkej-932	63	3	]	]	PUNCT
alkej-932	63	4	.	.	PUNCT
alkej-932	64	1	much	much	ADJ
alkej-932	64	2	effort	effort	NOUN
alkej-932	64	3	has	have	AUX
alkej-932	64	4	been	be	AUX
alkej-932	64	5	made	make	VERB
alkej-932	64	6	about	about	ADP
alkej-932	64	7	workloads	workload	NOUN
alkej-932	64	8	with	with	ADP
alkej-932	64	9	mixed	mixed	ADJ
alkej-932	64	10	characteristics	characteristic	NOUN
alkej-932	64	11	in	in	ADP
alkej-932	64	12	the	the	DET
alkej-932	64	13	form	form	NOUN
alkej-932	64	14	of	of	ADP
alkej-932	64	15	instruction	instruction	NOUN
alkej-932	64	16	counts	count	NOUN
alkej-932	64	17	with	with	ADP
alkej-932	64	18	relation	relation	NOUN
alkej-932	64	19	to	to	ADP
alkej-932	64	20	specialized	specialized	ADJ
alkej-932	64	21	scheduling	scheduling	NOUN
alkej-932	64	22	techniques	technique	NOUN
alkej-932	64	23	.	.	PUNCT
alkej-932	65	1	methods	method	NOUN
alkej-932	65	2	proposed	propose	VERB
alkej-932	65	3	by	by	ADP
alkej-932	65	4	many	many	ADJ
alkej-932	65	5	studies	study	NOUN
alkej-932	65	6	have	have	VERB
alkej-932	65	7	utilized	utilize	VERB
alkej-932	65	8	instruction	instruction	NOUN
alkej-932	65	9	counts	count	NOUN
alkej-932	65	10	as	as	ADP
alkej-932	65	11	indicators	indicator	NOUN
alkej-932	65	12	for	for	ADP
alkej-932	65	13	task	task	NOUN
alkej-932	65	14	prioritization	prioritization	NOUN
alkej-932	65	15	and	and	CCONJ
alkej-932	65	16	resource	resource	NOUN
alkej-932	65	17	allocation	allocation	NOUN
alkej-932	65	18	.	.	PUNCT
alkej-932	66	1	however	however	ADV
alkej-932	66	2	,	,	PUNCT
alkej-932	66	3	these	these	DET
alkej-932	66	4	projects	project	NOUN
alkej-932	66	5	are	be	AUX
alkej-932	66	6	usually	usually	ADV
alkej-932	66	7	hallmarked	hallmarke	VERB
alkej-932	66	8	by	by	ADP
alkej-932	66	9	the	the	DET
alkej-932	66	10	fallibility	fallibility	NOUN
alkej-932	66	11	of	of	ADP
alkej-932	66	12	generalizing	generalize	VERB
alkej-932	66	13	the	the	DET
alkej-932	66	14	combined	combined	ADJ
alkej-932	66	15	application	application	NOUN
alkej-932	66	16	of	of	ADP
alkej-932	66	17	static	static	ADJ
alkej-932	66	18	and	and	CCONJ
alkej-932	66	19	dynamic	dynamic	ADJ
alkej-932	66	20	strategies	strategy	NOUN
alkej-932	66	21	that	that	PRON
alkej-932	66	22	could	could	AUX
alkej-932	66	23	further	far	ADV
alkej-932	66	24	achieve	achieve	VERB
alkej-932	66	25	a	a	DET
alkej-932	66	26	synthesized	synthesize	VERB
alkej-932	66	27	validation	validation	NOUN
alkej-932	66	28	of	of	ADP
alkej-932	66	29	both	both	DET
alkej-932	66	30	these	these	DET
alkej-932	66	31	types	type	NOUN
alkej-932	66	32	and	and	CCONJ
alkej-932	66	33	hence	hence	ADV
alkej-932	66	34	neglect	neglect	VERB
alkej-932	66	35	the	the	DET
alkej-932	66	36	potential	potential	ADJ
alkej-932	66	37	benefits	benefit	NOUN
alkej-932	66	38	of	of	ADP
alkej-932	66	39	a	a	DET
alkej-932	66	40	combined	combine	VERB
alkej-932	66	41	integration	integration	NOUN
alkej-932	66	42	,	,	PUNCT
alkej-932	66	43	which	which	PRON
alkej-932	66	44	results	result	VERB
alkej-932	66	45	in	in	ADP
alkej-932	66	46	a	a	DET
alkej-932	66	47	reduced	reduce	VERB
alkej-932	66	48	performance	performance	NOUN
alkej-932	66	49	score	score	NOUN
alkej-932	66	50	[	[	X
alkej-932	66	51	18	18	NUM
alkej-932	66	52	]	]	PUNCT
alkej-932	66	53	.	.	PUNCT
alkej-932	67	1	the	the	DET
alkej-932	67	2	main	main	ADJ
alkej-932	67	3	purpose	purpose	NOUN
alkej-932	67	4	of	of	ADP
alkej-932	67	5	this	this	DET
alkej-932	67	6	paper	paper	NOUN
alkej-932	67	7	is	be	AUX
alkej-932	67	8	to	to	PART
alkej-932	67	9	address	address	VERB
alkej-932	67	10	this	this	DET
alkej-932	67	11	existing	exist	VERB
alkej-932	67	12	gap	gap	NOUN
alkej-932	67	13	in	in	ADP
alkej-932	67	14	the	the	DET
alkej-932	67	15	current	current	ADJ
alkej-932	67	16	research	research	NOUN
alkej-932	67	17	subject	subject	NOUN
alkej-932	67	18	by	by	ADP
alkej-932	67	19	offering	offer	VERB
alkej-932	67	20	a	a	DET
alkej-932	67	21	multitask	multitask	ADJ
alkej-932	67	22	scheduling	scheduling	NOUN
alkej-932	67	23	approach	approach	NOUN
alkej-932	67	24	that	that	PRON
alkej-932	67	25	combines	combine	VERB
alkej-932	67	26	all	all	DET
alkej-932	67	27	the	the	DET
alkej-932	67	28	possible	possible	ADJ
alkej-932	67	29	studies	study	NOUN
alkej-932	67	30	on	on	ADP
alkej-932	67	31	the	the	DET
alkej-932	67	32	subject	subject	NOUN
alkej-932	67	33	from	from	ADP
alkej-932	67	34	different	different	ADJ
alkej-932	67	35	authors	author	NOUN
alkej-932	67	36	.	.	PUNCT
alkej-932	68	1	the	the	DET
alkej-932	68	2	proposed	propose	VERB
alkej-932	68	3	scheduler	scheduler	NOUN
alkej-932	68	4	combines	combine	VERB
alkej-932	68	5	static	static	ADJ
alkej-932	68	6	analytic	analytic	ADJ
alkej-932	68	7	techniques	technique	NOUN
alkej-932	68	8	to	to	PART
alkej-932	68	9	obtain	obtain	VERB
alkej-932	68	10	the	the	DET
alkej-932	68	11	details	detail	NOUN
alkej-932	68	12	of	of	ADP
alkej-932	68	13	task	task	NOUN
alkej-932	68	14	numbers	number	NOUN
alkej-932	68	15	of	of	ADP
alkej-932	68	16	the	the	DET
alkej-932	68	17	instructions	instruction	NOUN
alkej-932	68	18	and	and	CCONJ
alkej-932	68	19	dynamic	dynamic	ADJ
alkej-932	68	20	adaptations	adaptation	NOUN
alkej-932	68	21	to	to	PART
alkej-932	68	22	optimize	optimize	VERB
alkej-932	68	23	resource	resource	NOUN
alkej-932	68	24	use	use	NOUN
alkej-932	68	25	.	.	PUNCT
alkej-932	69	1	one	one	NUM
alkej-932	69	2	of	of	ADP
alkej-932	69	3	the	the	DET
alkej-932	69	4	aims	aim	NOUN
alkej-932	69	5	of	of	ADP
alkej-932	69	6	this	this	DET
alkej-932	69	7	work	work	NOUN
alkej-932	69	8	is	be	AUX
alkej-932	69	9	to	to	PART
alkej-932	69	10	design	design	VERB
alkej-932	69	11	an	an	DET
alkej-932	69	12	integratorbased	integratorbase	VERB
alkej-932	69	13	scheduler	scheduler	NOUN
alkej-932	69	14	that	that	PRON
alkej-932	69	15	can	can	AUX
alkej-932	69	16	unite	unite	VERB
alkej-932	69	17	several	several	ADJ
alkej-932	69	18	methodologies	methodology	NOUN
alkej-932	69	19	to	to	PART
alkej-932	69	20	govern	govern	VERB
alkej-932	69	21	a	a	DET
alkej-932	69	22	variety	variety	NOUN
alkej-932	69	23	of	of	ADP
alkej-932	69	24	workloads	workload	NOUN
alkej-932	69	25	.	.	PUNCT
alkej-932	70	1	this	this	DET
alkej-932	70	2	scheduler	scheduler	NOUN
alkej-932	70	3	seeks	seek	VERB
alkej-932	70	4	to	to	PART
alkej-932	70	5	remove	remove	VERB
alkej-932	70	6	the	the	DET
alkej-932	70	7	hindrances	hindrance	NOUN
alkej-932	70	8	involved	involve	VERB
alkej-932	70	9	in	in	ADP
alkej-932	70	10	such	such	ADJ
alkej-932	70	11	workloads	workload	NOUN
alkej-932	70	12	whilst	whilst	SCONJ
alkej-932	70	13	leveraging	leverage	VERB
alkej-932	70	14	on	on	ADP
alkej-932	70	15	the	the	DET
alkej-932	70	16	advantages	advantage	NOUN
alkej-932	70	17	offered	offer	VERB
alkej-932	70	18	by	by	ADP
alkej-932	70	19	static	static	ADJ
alkej-932	70	20	and	and	CCONJ
alkej-932	70	21	dynamic	dynamic	ADJ
alkej-932	70	22	approaches	approach	NOUN
alkej-932	70	23	.	.	PUNCT
alkej-932	71	1	in	in	ADP
alkej-932	71	2	summary	summary	NOUN
alkej-932	71	3	,	,	PUNCT
alkej-932	71	4	the	the	DET
alkej-932	71	5	developed	develop	VERB
alkej-932	71	6	literature	literature	NOUN
alkej-932	71	7	helped	helped	AUX
alkej-932	71	8	indicate	indicate	VERB
alkej-932	71	9	different	different	ADJ
alkej-932	71	10	kinds	kind	NOUN
alkej-932	71	11	of	of	ADP
alkej-932	71	12	multitask	multitask	ADJ
alkej-932	71	13	scheduling	scheduling	NOUN
alkej-932	71	14	algorithms	algorithm	NOUN
alkej-932	71	15	.	.	PUNCT
alkej-932	72	1	nevertheless	nevertheless	ADV
alkej-932	72	2	,	,	PUNCT
alkej-932	72	3	a	a	DET
alkej-932	72	4	glaring	glare	VERB
alkej-932	72	5	deficiency	deficiency	NOUN
alkej-932	72	6	is	be	AUX
alkej-932	72	7	noted	note	VERB
alkej-932	72	8	in	in	ADP
alkej-932	72	9	the	the	DET
alkej-932	72	10	literature	literature	NOUN
alkej-932	72	11	on	on	ADP
alkej-932	72	12	the	the	DET
alkej-932	72	13	management	management	NOUN
alkej-932	72	14	of	of	ADP
alkej-932	72	15	workloads	workload	NOUN
alkej-932	72	16	containing	contain	VERB
alkej-932	72	17	heterogeneous	heterogeneous	ADJ
alkej-932	72	18	instructions	instruction	NOUN
alkej-932	72	19	with	with	ADP
alkej-932	72	20	varying	vary	VERB
alkej-932	72	21	numbers	number	NOUN
alkej-932	72	22	.	.	PUNCT
alkej-932	73	1	this	this	DET
alkej-932	73	2	paper	paper	NOUN
alkej-932	73	3	aims	aim	VERB
alkej-932	73	4	to	to	PART
alkej-932	73	5	be	be	AUX
alkej-932	73	6	a	a	DET
alkej-932	73	7	step	step	NOUN
alkej-932	73	8	forward	forward	ADV
alkej-932	73	9	in	in	ADP
alkej-932	73	10	the	the	DET
alkej-932	73	11	field	field	NOUN
alkej-932	73	12	by	by	ADP
alkej-932	73	13	proposing	propose	VERB
alkej-932	73	14	a	a	DET
alkej-932	73	15	new	new	ADJ
alkej-932	73	16	scheduler	scheduler	NOUN
alkej-932	73	17	that	that	PRON
alkej-932	73	18	meets	meet	VERB
alkej-932	73	19	the	the	DET
alkej-932	73	20	idea	idea	NOUN
alkej-932	73	21	of	of	ADP
alkej-932	73	22	static	static	ADJ
alkej-932	73	23	and	and	CCONJ
alkej-932	73	24	dynamic	dynamic	ADJ
alkej-932	73	25	scheduling	scheduling	NOUN
alkej-932	73	26	integration	integration	NOUN
alkej-932	73	27	.	.	PUNCT
alkej-932	74	1	this	this	DET
alkej-932	74	2	integration	integration	NOUN
alkej-932	74	3	aims	aim	VERB
alkej-932	74	4	to	to	PART
alkej-932	74	5	provide	provide	VERB
alkej-932	74	6	an	an	DET
alkej-932	74	7	algorithm	algorithm	NOUN
alkej-932	74	8	that	that	PRON
alkej-932	74	9	improves	improve	VERB
alkej-932	74	10	multitask	multitask	ADJ
alkej-932	74	11	performance	performance	NOUN
alkej-932	74	12	within	within	ADP
alkej-932	74	13	various	various	ADJ
alkej-932	74	14	computing	compute	VERB
alkej-932	74	15	contexts	contexts	NOUN
alkej-932	74	16	.	.	PUNCT
alkej-932	75	1	3	3	X
alkej-932	75	2	.	.	X
alkej-932	75	3	system	system	NOUN
alkej-932	75	4	architecture	architecture	NOUN
alkej-932	75	5	and	and	CCONJ
alkej-932	75	6	design	design	VERB
alkej-932	75	7	the	the	DET
alkej-932	75	8	detailed	detailed	ADJ
alkej-932	75	9	design	design	NOUN
alkej-932	75	10	of	of	ADP
alkej-932	75	11	the	the	DET
alkej-932	75	12	proposed	propose	VERB
alkej-932	75	13	efficient	efficient	ADJ
alkej-932	75	14	multitask	multitask	ADJ
alkej-932	75	15	scheduler	scheduler	NOUN
alkej-932	75	16	is	be	AUX
alkej-932	75	17	constructed	construct	VERB
alkej-932	75	18	to	to	PART
alkej-932	75	19	work	work	VERB
alkej-932	75	20	efficiently	efficiently	ADV
alkej-932	75	21	against	against	ADP
alkej-932	75	22	challenges	challenge	NOUN
alkej-932	75	23	presented	present	VERB
alkej-932	75	24	by	by	ADP
alkej-932	75	25	heterogeneous	heterogeneous	ADJ
alkej-932	75	26	workloads	workload	NOUN
alkej-932	75	27	of	of	ADP
alkej-932	75	28	diversely	diversely	ADV
alkej-932	75	29	varying	vary	VERB
alkej-932	75	30	instruction	instruction	NOUN
alkej-932	75	31	counts	count	NOUN
alkej-932	75	32	.	.	PUNCT
alkej-932	76	1	in	in	ADP
alkej-932	76	2	this	this	DET
alkej-932	76	3	section	section	NOUN
alkej-932	76	4	,	,	PUNCT
alkej-932	76	5	the	the	DET
alkej-932	76	6	components	component	NOUN
alkej-932	76	7	of	of	ADP
alkej-932	76	8	the	the	DET
alkej-932	76	9	architecture	architecture	NOUN
alkej-932	76	10	are	be	AUX
alkej-932	76	11	delineated	delineate	VERB
alkej-932	76	12	,	,	PUNCT
alkej-932	76	13	the	the	DET
alkej-932	76	14	functions	function	NOUN
alkej-932	76	15	of	of	ADP
alkej-932	76	16	the	the	DET
alkej-932	76	17	components	component	NOUN
alkej-932	76	18	are	be	AUX
alkej-932	76	19	given	give	VERB
alkej-932	76	20	insight	insight	NOUN
alkej-932	76	21	into	into	ADP
alkej-932	76	22	,	,	PUNCT
alkej-932	76	23	and	and	CCONJ
alkej-932	76	24	the	the	DET
alkej-932	76	25	workflow	workflow	NOUN
alkej-932	76	26	of	of	ADP
alkej-932	76	27	the	the	DET
alkej-932	76	28	scheduler	scheduler	NOUN
alkej-932	76	29	is	be	AUX
alkej-932	76	30	presented	present	VERB
alkej-932	76	31	,	,	PUNCT
alkej-932	76	32	as	as	SCONJ
alkej-932	76	33	explained	explain	VERB
alkej-932	76	34	in	in	ADP
alkej-932	76	35	figure	figure	NOUN
alkej-932	76	36	1	1	NUM
alkej-932	76	37	and	and	CCONJ
alkej-932	76	38	algorithm	algorithm	NOUN
alkej-932	76	39	1	1	NUM
alkej-932	76	40	.	.	PUNCT
alkej-932	77	1	the	the	DET
alkej-932	77	2	fluid	fluid	ADJ
alkej-932	77	3	interaction	interaction	NOUN
alkej-932	77	4	of	of	ADP
alkej-932	77	5	the	the	DET
alkej-932	77	6	used	use	VERB
alkej-932	77	7	scheduling	scheduling	NOUN
alkej-932	77	8	technique	technique	NOUN
alkej-932	77	9	of	of	ADP
alkej-932	77	10	the	the	DET
alkej-932	77	11	static	static	ADJ
alkej-932	77	12	and	and	CCONJ
alkej-932	77	13	dynamic	dynamic	ADJ
alkej-932	77	14	kind	kind	NOUN
alkej-932	77	15	that	that	PRON
alkej-932	77	16	form	form	VERB
alkej-932	77	17	the	the	DET
alkej-932	77	18	basis	basis	NOUN
alkej-932	77	19	of	of	ADP
alkej-932	77	20	the	the	DET
alkej-932	77	21	scheduler	scheduler	NOUN
alkej-932	77	22	’s	’s	PART
alkej-932	77	23	design	design	NOUN
alkej-932	77	24	is	be	AUX
alkej-932	77	25	also	also	ADV
alkej-932	77	26	emphasized	emphasize	VERB
alkej-932	77	27	in	in	ADP
alkej-932	77	28	this	this	DET
alkej-932	77	29	section	section	NOUN
alkej-932	77	30	.	.	PUNCT
alkej-932	78	1	the	the	DET
alkej-932	78	2	scheduler	scheduler	NOUN
alkej-932	78	3	consists	consist	VERB
alkej-932	78	4	of	of	ADP
alkej-932	78	5	three	three	NUM
alkej-932	78	6	key	key	ADJ
alkej-932	78	7	components	component	NOUN
alkej-932	78	8	:	:	PUNCT
alkej-932	78	9	1	1	X
alkej-932	78	10	.	.	X
alkej-932	78	11	task	task	PROPN
alkej-932	78	12	information	information	PROPN
alkej-932	78	13	analyzer	analyzer	PROPN
alkej-932	78	14	(	(	PUNCT
alkej-932	78	15	tia	tia	PROPN
alkej-932	78	16	):	):	PUNCT
alkej-932	78	17	the	the	DET
alkej-932	78	18	tia	tia	PROPN
alkej-932	78	19	is	be	AUX
alkej-932	78	20	the	the	DET
alkej-932	78	21	first	first	ADJ
alkej-932	78	22	stage	stage	NOUN
alkej-932	78	23	of	of	ADP
alkej-932	78	24	the	the	DET
alkej-932	78	25	scheduler	scheduler	NOUN
alkej-932	78	26	work	work	NOUN
alkej-932	78	27	.	.	PUNCT
alkej-932	79	1	a	a	DET
alkej-932	79	2	static	static	ADJ
alkej-932	79	3	analysis	analysis	NOUN
alkej-932	79	4	of	of	ADP
alkej-932	79	5	a	a	DET
alkej-932	79	6	multitasking	multitaske	VERB
alkej-932	79	7	environment	environment	NOUN
alkej-932	79	8	is	be	AUX
alkej-932	79	9	performed	perform	VERB
alkej-932	79	10	,	,	PUNCT
alkej-932	79	11	and	and	CCONJ
alkej-932	79	12	information	information	NOUN
alkej-932	79	13	about	about	ADP
alkej-932	79	14	every	every	DET
alkej-932	79	15	task	task	NOUN
alkej-932	79	16	is	be	AUX
alkej-932	79	17	collected	collect	VERB
alkej-932	79	18	such	such	ADJ
alkej-932	79	19	as	as	ADP
alkej-932	79	20	the	the	DET
alkej-932	79	21	task	task	NOUN
alkej-932	79	22	’s	’s	PART
alkej-932	79	23	instruction	instruction	NOUN
alkej-932	79	24	count	count	NOUN
alkej-932	79	25	,	,	PUNCT
alkej-932	79	26	estimated	estimate	VERB
alkej-932	79	27	execution	execution	NOUN
alkej-932	79	28	time	time	NOUN
alkej-932	79	29	and	and	CCONJ
alkej-932	79	30	resource	resource	NOUN
alkej-932	79	31	requirements	requirement	NOUN
alkej-932	79	32	.	.	PUNCT
alkej-932	80	1	these	these	DET
alkej-932	80	2	data	datum	NOUN
alkej-932	80	3	form	form	VERB
alkej-932	80	4	the	the	DET
alkej-932	80	5	basis	basis	NOUN
alkej-932	80	6	for	for	ADP
alkej-932	80	7	further	further	ADJ
alkej-932	80	8	scheduling	scheduling	NOUN
alkej-932	80	9	.	.	PUNCT
alkej-932	81	1	2	2	X
alkej-932	81	2	.	.	X
alkej-932	81	3	static	static	ADJ
alkej-932	81	4	scheduler	scheduler	NOUN
alkej-932	81	5	(	(	PUNCT
alkej-932	81	6	ss	ss	NOUN
alkej-932	81	7	):	):	PUNCT
alkej-932	81	8	leveraging	leverage	VERB
alkej-932	81	9	the	the	DET
alkej-932	81	10	findings	finding	NOUN
alkej-932	81	11	from	from	ADP
alkej-932	81	12	the	the	DET
alkej-932	81	13	tia	tia	PROPN
alkej-932	81	14	,	,	PUNCT
alkej-932	81	15	the	the	DET
alkej-932	81	16	ss	ss	PROPN
alkej-932	81	17	develops	develop	VERB
alkej-932	81	18	an	an	DET
alkej-932	81	19	initial	initial	ADJ
alkej-932	81	20	scheduling	scheduling	NOUN
alkej-932	81	21	plan	plan	NOUN
alkej-932	81	22	during	during	ADP
alkej-932	81	23	the	the	DET
alkej-932	81	24	system	system	NOUN
alkej-932	81	25	boot	boot	NOUN
alkej-932	81	26	up	up	ADP
alkej-932	81	27	.	.	PUNCT
alkej-932	82	1	this	this	DET
alkej-932	82	2	plan	plan	NOUN
alkej-932	82	3	factors	factor	NOUN
alkej-932	82	4	in	in	ADP
alkej-932	82	5	the	the	DET
alkej-932	82	6	varying	vary	VERB
alkej-932	82	7	instruction	instruction	NOUN
alkej-932	82	8	counts	count	NOUN
alkej-932	82	9	of	of	ADP
alkej-932	82	10	tasks	task	NOUN
alkej-932	82	11	and	and	CCONJ
alkej-932	82	12	allocates	allocate	VERB
alkej-932	82	13	resources	resource	NOUN
alkej-932	82	14	to	to	PART
alkej-932	82	15	reduce	reduce	VERB
alkej-932	82	16	contention	contention	NOUN
alkej-932	82	17	and	and	CCONJ
alkej-932	82	18	to	to	PART
alkej-932	82	19	improve	improve	VERB
alkej-932	82	20	execution	execution	NOUN
alkej-932	82	21	time	time	NOUN
alkej-932	82	22	.	.	PUNCT
alkej-932	83	1	the	the	DET
alkej-932	83	2	ss	ss	NOUN
alkej-932	83	3	creates	create	VERB
alkej-932	83	4	a	a	DET
alkej-932	83	5	balanced	balanced	ADJ
alkej-932	83	6	allocation	allocation	NOUN
alkej-932	83	7	that	that	PRON
alkej-932	83	8	optimizes	optimize	VERB
alkej-932	83	9	resource	resource	NOUN
alkej-932	83	10	consumption	consumption	NOUN
alkej-932	83	11	and	and	CCONJ
alkej-932	83	12	prevents	prevent	VERB
alkej-932	83	13	the	the	DET
alkej-932	83	14	unfairness	unfairness	NOUN
alkej-932	83	15	of	of	ADP
alkej-932	83	16	opposite	opposite	ADJ
alkej-932	83	17	tasks	task	NOUN
alkej-932	83	18	.	.	PUNCT
alkej-932	84	1	3	3	X
alkej-932	84	2	.	.	X
alkej-932	84	3	dynamic	dynamic	ADJ
alkej-932	84	4	adaptation	adaptation	NOUN
alkej-932	84	5	manager	manager	NOUN
alkej-932	84	6	(	(	PUNCT
alkej-932	84	7	dam	dam	NOUN
alkej-932	84	8	):	):	PUNCT
alkej-932	84	9	the	the	DET
alkej-932	84	10	dam	dam	NOUN
alkej-932	84	11	operates	operate	VERB
alkej-932	84	12	in	in	ADP
alkej-932	84	13	runtime	runtime	NOUN
alkej-932	84	14	and	and	CCONJ
alkej-932	84	15	dynamically	dynamically	ADV
alkej-932	84	16	modifies	modify	VERB
alkej-932	84	17	the	the	DET
alkej-932	84	18	priorities	priority	NOUN
alkej-932	84	19	of	of	ADP
alkej-932	84	20	tasks	task	NOUN
alkej-932	84	21	and	and	CCONJ
alkej-932	84	22	resource	resource	NOUN
alkej-932	84	23	allocations	allocation	NOUN
alkej-932	84	24	during	during	ADP
alkej-932	84	25	task	task	NOUN
alkej-932	84	26	execution	execution	NOUN
alkej-932	84	27	according	accord	VERB
alkej-932	84	28	to	to	ADP
alkej-932	84	29	the	the	DET
alkej-932	84	30	progress	progress	NOUN
alkej-932	84	31	of	of	ADP
alkej-932	84	32	tasks	task	NOUN
alkej-932	84	33	and	and	CCONJ
alkej-932	84	34	the	the	DET
alkej-932	84	35	status	status	NOUN
alkej-932	84	36	of	of	ADP
alkej-932	84	37	resources	resource	NOUN
alkej-932	84	38	.	.	PUNCT
alkej-932	85	1	the	the	DET
alkej-932	85	2	dam	dam	NOUN
alkej-932	85	3	adopts	adopt	VERB
alkej-932	85	4	an	an	DET
alkej-932	85	5	intelligent	intelligent	ADJ
alkej-932	85	6	task	task	NOUN
alkej-932	85	7	priority	priority	NOUN
alkej-932	85	8	algorithm	algorithm	NOUN
alkej-932	85	9	that	that	PRON
alkej-932	85	10	considers	consider	VERB
alkej-932	85	11	task	task	NOUN
alkej-932	85	12	instruction	instruction	NOUN
alkej-932	85	13	numbers	number	NOUN
alkej-932	85	14	and	and	CCONJ
alkej-932	85	15	historical	historical	ADJ
alkej-932	85	16	execution	execution	NOUN
alkej-932	85	17	information	information	NOUN
alkej-932	85	18	.	.	PUNCT
alkej-932	86	1	dynamic	dynamic	ADJ
alkej-932	86	2	adaptation	adaptation	NOUN
alkej-932	86	3	guarantees	guarantee	VERB
alkej-932	86	4	reasonably	reasonably	ADV
alkej-932	86	5	good	good	ADJ
alkej-932	86	6	resource	resource	NOUN
alkej-932	86	7	usage	usage	NOUN
alkej-932	86	8	and	and	CCONJ
alkej-932	86	9	allows	allow	VERB
alkej-932	86	10	the	the	DET
alkej-932	86	11	scheduler	scheduler	NOUN
alkej-932	86	12	to	to	PART
alkej-932	86	13	react	react	VERB
alkej-932	86	14	promptly	promptly	ADV
alkej-932	86	15	to	to	ADP
alkej-932	86	16	changes	change	NOUN
alkej-932	86	17	in	in	ADP
alkej-932	86	18	workload	workload	NOUN
alkej-932	86	19	features	feature	NOUN
alkej-932	86	20	.	.	PUNCT
alkej-932	87	1	heba	heba	PROPN
alkej-932	87	2	m.	m.	PROPN
alkej-932	87	3	fadhil	fadhil	PROPN
alkej-932	87	4	al	al	PROPN
alkej-932	87	5	-	-	PUNCT
alkej-932	87	6	khwarizmi	khwarizmi	PROPN
alkej-932	87	7	engineering	engineering	NOUN
alkej-932	87	8	journal	journal	PROPN
alkej-932	87	9	,	,	PUNCT
alkej-932	87	10	vol	vol	NOUN
alkej-932	87	11	.	.	PROPN
alkej-932	87	12	21	21	NUM
alkej-932	87	13	,	,	PUNCT
alkej-932	87	14	no.3	no.3	VERB
alkej-932	87	15	,	,	PUNCT
alkej-932	87	16	pp	pp	ADJ
alkej-932	87	17	.	.	PUNCT
alkej-932	87	18	2534	2534	NUM
alkej-932	87	19	(	(	PUNCT
alkej-932	87	20	2025	2025	NUM
alkej-932	87	21	)	)	PUNCT
alkej-932	87	22	28	28	NUM
alkej-932	87	23	fig	fig	NOUN
alkej-932	87	24	.	.	PUNCT
alkej-932	88	1	1	1	X
alkej-932	88	2	.	.	NUM
alkej-932	88	3	proposed	propose	VERB
alkej-932	88	4	system	system	NOUN
alkej-932	88	5	architecture	architecture	NOUN
alkej-932	88	6	flowchart	flowchart	NOUN
alkej-932	88	7	the	the	DET
alkej-932	88	8	scheduler	scheduler	NOUN
alkej-932	88	9	task	task	NOUN
alkej-932	88	10	graph	graph	NOUN
alkej-932	88	11	management	management	NOUN
alkej-932	88	12	combines	combine	VERB
alkej-932	88	13	the	the	DET
alkej-932	88	14	static	static	ADJ
alkej-932	88	15	analysis	analysis	NOUN
alkej-932	88	16	part	part	NOUN
alkej-932	88	17	and	and	CCONJ
alkej-932	88	18	dynamic	dynamic	ADJ
alkej-932	88	19	adaptation	adaptation	NOUN
alkej-932	88	20	during	during	ADP
alkej-932	88	21	the	the	DET
alkej-932	88	22	operation	operation	NOUN
alkej-932	88	23	and	and	CCONJ
alkej-932	88	24	thus	thus	ADV
alkej-932	88	25	provides	provide	VERB
alkej-932	88	26	an	an	DET
alkej-932	88	27	integrative	integrative	ADJ
alkej-932	88	28	,	,	PUNCT
alkej-932	88	29	iterative	iterative	NOUN
alkej-932	88	30	and	and	CCONJ
alkej-932	88	31	proactive	proactive	ADJ
alkej-932	88	32	multitask	multitask	ADJ
alkej-932	88	33	scheduling	scheduling	NOUN
alkej-932	88	34	mechanism	mechanism	NOUN
alkej-932	88	35	.	.	PUNCT
alkej-932	89	1	1	1	X
alkej-932	89	2	.	.	X
alkej-932	89	3	static	static	ADJ
alkej-932	89	4	analysis	analysis	NOUN
alkej-932	89	5	phase	phase	NOUN
alkej-932	89	6	:	:	PUNCT
alkej-932	89	7	▪	▪	X
alkej-932	89	8	the	the	DET
alkej-932	89	9	tia	tia	PROPN
alkej-932	89	10	collects	collect	VERB
alkej-932	89	11	task	task	NOUN
alkej-932	89	12	information	information	NOUN
alkej-932	89	13	such	such	ADJ
alkej-932	89	14	as	as	ADP
alkej-932	89	15	the	the	DET
alkej-932	89	16	number	number	NOUN
alkej-932	89	17	of	of	ADP
alkej-932	89	18	instructions	instruction	NOUN
alkej-932	89	19	and	and	CCONJ
alkej-932	89	20	the	the	DET
alkej-932	89	21	duration	duration	NOUN
alkej-932	89	22	of	of	ADP
alkej-932	89	23	execution	execution	NOUN
alkej-932	89	24	through	through	ADP
alkej-932	89	25	the	the	DET
alkej-932	89	26	profiling	profiling	NOUN
alkej-932	89	27	approach	approach	NOUN
alkej-932	89	28	or	or	CCONJ
alkej-932	89	29	user	user	NOUN
alkej-932	89	30	-	-	PUNCT
alkej-932	89	31	supplied	supply	VERB
alkej-932	89	32	data	datum	NOUN
alkej-932	89	33	.	.	PUNCT
alkej-932	90	1	▪	▪	NOUN
alkej-932	90	2	with	with	ADP
alkej-932	90	3	this	this	DET
alkej-932	90	4	information	information	NOUN
alkej-932	90	5	,	,	PUNCT
alkej-932	90	6	the	the	DET
alkej-932	90	7	ss	ss	PROPN
alkej-932	90	8	develops	develop	VERB
alkej-932	90	9	an	an	DET
alkej-932	90	10	initial	initial	ADJ
alkej-932	90	11	scheduling	scheduling	NOUN
alkej-932	90	12	scheme	scheme	NOUN
alkej-932	90	13	to	to	PART
alkej-932	90	14	assign	assign	VERB
alkej-932	90	15	tasks	task	NOUN
alkej-932	90	16	,	,	PUNCT
alkej-932	90	17	whilst	whilst	SCONJ
alkej-932	90	18	the	the	DET
alkej-932	90	19	executions	execution	NOUN
alkej-932	90	20	and	and	CCONJ
alkej-932	90	21	the	the	DET
alkej-932	90	22	resource	resource	NOUN
alkej-932	90	23	usage	usage	NOUN
alkej-932	90	24	are	be	AUX
alkej-932	90	25	minimal	minimal	ADJ
alkej-932	90	26	.	.	PUNCT
alkej-932	91	1	2	2	X
alkej-932	91	2	.	.	X
alkej-932	91	3	dynamic	dynamic	ADJ
alkej-932	91	4	adaptation	adaptation	NOUN
alkej-932	91	5	during	during	ADP
alkej-932	91	6	runtime	runtime	NOUN
alkej-932	91	7	:	:	PUNCT
alkej-932	91	8	if	if	SCONJ
alkej-932	91	9	a	a	DET
alkej-932	91	10	highquality	highquality	NOUN
alkej-932	91	11	product	product	NOUN
alkej-932	91	12	at	at	ADP
alkej-932	91	13	a	a	DET
alkej-932	91	14	competitive	competitive	ADJ
alkej-932	91	15	price	price	NOUN
alkej-932	91	16	is	be	AUX
alkej-932	91	17	desired	desire	VERB
alkej-932	91	18	,	,	PUNCT
alkej-932	91	19	the	the	DET
alkej-932	91	20	instructions	instruction	NOUN
alkej-932	91	21	should	should	AUX
alkej-932	91	22	be	be	AUX
alkej-932	91	23	performed	perform	VERB
alkej-932	91	24	now	now	ADV
alkej-932	91	25	if	if	SCONJ
alkej-932	91	26	the	the	DET
alkej-932	91	27	order	order	NOUN
alkej-932	91	28	is	be	AUX
alkej-932	91	29	needed	need	VERB
alkej-932	91	30	to	to	PART
alkej-932	91	31	be	be	AUX
alkej-932	91	32	delivered	deliver	VERB
alkej-932	91	33	in	in	ADP
alkej-932	91	34	a	a	DET
alkej-932	91	35	timely	timely	ADJ
alkej-932	91	36	fashion	fashion	NOUN
alkej-932	91	37	.	.	PUNCT
alkej-932	92	1	▪	▪	NOUN
alkej-932	92	2	when	when	SCONJ
alkej-932	92	3	the	the	DET
alkej-932	92	4	tasks	task	NOUN
alkej-932	92	5	start	start	VERB
alkej-932	92	6	their	their	PRON
alkej-932	92	7	execution	execution	NOUN
alkej-932	92	8	,	,	PUNCT
alkej-932	92	9	the	the	DET
alkej-932	92	10	dam	dam	NOUN
alkej-932	92	11	continuously	continuously	ADV
alkej-932	92	12	monitors	monitor	VERB
alkej-932	92	13	their	their	PRON
alkej-932	92	14	progress	progress	NOUN
alkej-932	92	15	and	and	CCONJ
alkej-932	92	16	the	the	DET
alkej-932	92	17	resources	resource	NOUN
alkej-932	92	18	’	'	PUNCT
alkej-932	92	19	availability	availability	NOUN
alkej-932	92	20	.	.	PUNCT
alkej-932	93	1	▪	▪	NOUN
alkej-932	93	2	based	base	VERB
alkej-932	93	3	on	on	ADP
alkej-932	93	4	the	the	DET
alkej-932	93	5	data	datum	NOUN
alkej-932	93	6	updated	update	VERB
alkej-932	93	7	in	in	ADP
alkej-932	93	8	real	real	ADJ
alkej-932	93	9	time	time	NOUN
alkej-932	93	10	,	,	PUNCT
alkej-932	93	11	the	the	DET
alkej-932	93	12	dam	dam	NOUN
alkej-932	93	13	adjusts	adjust	VERB
alkej-932	93	14	dynamic	dynamic	ADJ
alkej-932	93	15	priorities	priority	NOUN
alkej-932	93	16	in	in	ADP
alkej-932	93	17	task	task	NOUN
alkej-932	93	18	,	,	PUNCT
alkej-932	93	19	where	where	SCONJ
alkej-932	93	20	the	the	DET
alkej-932	93	21	tasks	task	NOUN
alkej-932	93	22	with	with	ADP
alkej-932	93	23	higher	high	ADJ
alkej-932	93	24	instruction	instruction	NOUN
alkej-932	93	25	counts	count	NOUN
alkej-932	93	26	receive	receive	VERB
alkej-932	93	27	proper	proper	ADJ
alkej-932	93	28	resource	resource	NOUN
alkej-932	93	29	allocation	allocation	NOUN
alkej-932	93	30	to	to	PART
alkej-932	93	31	avoid	avoid	VERB
alkej-932	93	32	stalls	stall	NOUN
alkej-932	93	33	.	.	PUNCT
alkej-932	93	34	▪	▪	NOUN
alkej-932	93	35	an	an	DET
alkej-932	93	36	intelligent	intelligent	ADJ
alkej-932	93	37	prioritization	prioritization	NOUN
alkej-932	93	38	algorithm	algorithm	NOUN
alkej-932	93	39	of	of	ADP
alkej-932	93	40	the	the	DET
alkej-932	93	41	scheduler	scheduler	NOUN
alkej-932	93	42	considers	consider	VERB
alkej-932	93	43	the	the	DET
alkej-932	93	44	remaining	remain	VERB
alkej-932	93	45	instruction	instruction	NOUN
alkej-932	93	46	counts	count	NOUN
alkej-932	93	47	and	and	CCONJ
alkej-932	93	48	the	the	DET
alkej-932	93	49	historical	historical	ADJ
alkej-932	93	50	execution	execution	NOUN
alkej-932	93	51	patterns	pattern	NOUN
alkej-932	93	52	,	,	PUNCT
alkej-932	93	53	and	and	CCONJ
alkej-932	93	54	thus	thus	ADV
alkej-932	93	55	makes	make	VERB
alkej-932	93	56	informed	informed	ADJ
alkej-932	93	57	decisions	decision	NOUN
alkej-932	93	58	.	.	PUNCT
alkej-932	94	1	the	the	DET
alkej-932	94	2	interplay	interplay	NOUN
alkej-932	94	3	of	of	ADP
alkej-932	94	4	the	the	DET
alkej-932	94	5	static	static	ADJ
alkej-932	94	6	analysis	analysis	NOUN
alkej-932	94	7	stage	stage	NOUN
alkej-932	94	8	and	and	CCONJ
alkej-932	94	9	the	the	DET
alkej-932	94	10	runtime	runtime	NOUN
alkej-932	94	11	dynamic	dynamic	ADJ
alkej-932	94	12	adaptation	adaptation	NOUN
alkej-932	94	13	is	be	AUX
alkej-932	94	14	the	the	DET
alkej-932	94	15	keystone	keystone	NOUN
alkej-932	94	16	for	for	ADP
alkej-932	94	17	the	the	DET
alkej-932	94	18	scheduler	scheduler	NOUN
alkej-932	94	19	.	.	PUNCT
alkej-932	95	1	the	the	DET
alkej-932	95	2	initial	initial	ADJ
alkej-932	95	3	schedule	schedule	NOUN
alkej-932	95	4	provided	provide	VERB
alkej-932	95	5	by	by	ADP
alkej-932	95	6	the	the	DET
alkej-932	95	7	static	static	ADJ
alkej-932	95	8	scheduler	scheduler	NOUN
alkej-932	95	9	serves	serve	VERB
alkej-932	95	10	as	as	ADP
alkej-932	95	11	a	a	DET
alkej-932	95	12	solid	solid	ADJ
alkej-932	95	13	baseline	baseline	NOUN
alkej-932	95	14	,	,	PUNCT
alkej-932	95	15	and	and	CCONJ
alkej-932	95	16	the	the	DET
alkej-932	95	17	dynamic	dynamic	ADJ
alkej-932	95	18	adaptation	adaptation	NOUN
alkej-932	95	19	mechanism	mechanism	NOUN
alkej-932	95	20	ensures	ensure	VERB
alkej-932	95	21	ongoing	ongoing	ADJ
alkej-932	95	22	responsiveness	responsiveness	NOUN
alkej-932	95	23	to	to	ADP
alkej-932	95	24	workload	workload	NOUN
alkej-932	95	25	dynamics	dynamic	NOUN
alkej-932	95	26	.	.	PUNCT
alkej-932	96	1	this	this	DET
alkej-932	96	2	integration	integration	NOUN
alkej-932	96	3	enables	enable	VERB
alkej-932	96	4	the	the	DET
alkej-932	96	5	scheduler	scheduler	NOUN
alkej-932	96	6	to	to	PART
alkej-932	96	7	draw	draw	VERB
alkej-932	96	8	on	on	ADP
alkej-932	96	9	the	the	DET
alkej-932	96	10	best	good	ADJ
alkej-932	96	11	of	of	ADP
alkej-932	96	12	both	both	DET
alkej-932	96	13	methods	method	NOUN
alkej-932	96	14	and	and	CCONJ
alkej-932	96	15	improves	improve	VERB
alkej-932	96	16	resource	resource	NOUN
alkej-932	96	17	utilization	utilization	NOUN
alkej-932	96	18	and	and	CCONJ
alkej-932	96	19	runtime	runtime	NOUN
alkej-932	96	20	in	in	ADP
alkej-932	96	21	heterogenous	heterogenous	ADJ
alkej-932	96	22	multitasking	multitasking	NOUN
alkej-932	96	23	.	.	PUNCT
alkej-932	97	1	algorithm	algorithm	NOUN
alkej-932	97	2	1	1	NUM
alkej-932	97	3	:	:	PUNCT
alkej-932	97	4	dynamic	dynamic	ADJ
alkej-932	97	5	scheduling	scheduling	NOUN
alkej-932	97	6	and	and	CCONJ
alkej-932	97	7	adaptive	adaptive	ADJ
alkej-932	97	8	prioritization	prioritization	NOUN
alkej-932	97	9	algorithm	algorithm	NOUN
alkej-932	97	10	initialization	initialization	NOUN
alkej-932	97	11	:	:	PUNCT
alkej-932	97	12	initialize	initialize	VERB
alkej-932	97	13	priority_queue	priority_queue	ADJ
alkej-932	97	14	//	//	NUM
alkej-932	97	15	priority	priority	NOUN
alkej-932	97	16	queue	queue	NOUN
alkej-932	97	17	to	to	PART
alkej-932	97	18	hold	hold	VERB
alkej-932	97	19	tasks	task	NOUN
alkej-932	97	20	initialize	initialize	VERB
alkej-932	97	21	execution_history	execution_history	PROPN
alkej-932	97	22	//	//	NUM
alkej-932	97	23	data	datum	NOUN
alkej-932	97	24	structure	structure	NOUN
alkej-932	97	25	for	for	ADP
alkej-932	97	26	task	task	NOUN
alkej-932	97	27	execution	execution	NOUN
alkej-932	97	28	history	history	NOUN
alkej-932	97	29	while	while	SCONJ
alkej-932	97	30	system	system	NOUN
alkej-932	97	31	is	be	AUX
alkej-932	97	32	running	run	VERB
alkej-932	97	33	:	:	PUNCT
alkej-932	97	34	update	update	NOUN
alkej-932	97	35	tasks	task	NOUN
alkej-932	97	36	:	:	PUNCT
alkej-932	97	37	for	for	SCONJ
alkej-932	97	38	each	each	DET
alkej-932	97	39	task	task	NOUN
alkej-932	97	40	t	t	PROPN
alkej-932	97	41	in	in	ADP
alkej-932	97	42	system	system	NOUN
alkej-932	97	43	do	do	VERB
alkej-932	97	44	:	:	PUNCT
alkej-932	97	45	t.progress	t.progress	ADP
alkej-932	98	1	+	+	NOUN
alkej-932	98	2	=	=	SYM
alkej-932	98	3	t.execution	t.execution	NOUN
alkej-932	98	4	//	//	NUM
alkej-932	98	5	update	update	NOUN
alkej-932	98	6	task	task	NOUN
alkej-932	98	7	progress	progress	NOUN
alkej-932	98	8	t.remaining_instructions	t.remaining_instruction	NOUN
alkej-932	98	9	-=	-=	VERB
alkej-932	98	10	t.execution	t.execution	NOUN
alkej-932	98	11	//	//	NUM
alkej-932	98	12	update	update	NOUN
alkej-932	98	13	remaining	remain	VERB
alkej-932	98	14	instruction	instruction	NOUN
alkej-932	98	15	count	count	NOUN
alkej-932	98	16	end	end	NOUN
alkej-932	98	17	update	update	NOUN
alkej-932	98	18	priorities	priority	NOUN
alkej-932	98	19	:	:	PUNCT
alkej-932	98	20	for	for	SCONJ
alkej-932	98	21	each	each	DET
alkej-932	98	22	task	task	NOUN
alkej-932	98	23	t	t	PROPN
alkej-932	98	24	in	in	ADP
alkej-932	98	25	system	system	NOUN
alkej-932	98	26	do	do	VERB
alkej-932	98	27	:	:	PUNCT
alkej-932	98	28	t.priority	t.priority	NOUN
alkej-932	98	29	=	=	SYM
alkej-932	98	30	calculate_priority(t	calculate_priority(t	PROPN
alkej-932	98	31	)	)	PUNCT
alkej-932	98	32	//	//	PUNCT
alkej-932	99	1	calculate	calculate	NOUN
alkej-932	99	2	task	task	PROPN
alkej-932	99	3	priority	priority	NOUN
alkej-932	99	4	based	base	VERB
alkej-932	99	5	on	on	ADP
alkej-932	99	6	instruction	instruction	NOUN
alkej-932	99	7	count	count	NOUN
alkej-932	99	8	and	and	CCONJ
alkej-932	99	9	history	history	NOUN
alkej-932	99	10	priority_queue.enqueue(t	priority_queue.enqueue(t	NOUN
alkej-932	99	11	,	,	PUNCT
alkej-932	99	12	t.priority	t.priority	NOUN
alkej-932	99	13	)	)	PUNCT
alkej-932	99	14	//	//	NOUN
alkej-932	99	15	enqueue	enqueue	ADJ
alkej-932	99	16	task	task	NOUN
alkej-932	99	17	based	base	VERB
alkej-932	99	18	on	on	ADP
alkej-932	99	19	priority	priority	NOUN
alkej-932	99	20	end	end	NOUN
alkej-932	99	21	allocate	allocate	ADJ
alkej-932	99	22	resources	resource	NOUN
alkej-932	99	23	:	:	PUNCT
alkej-932	99	24	for	for	ADP
alkej-932	99	25	each	each	DET
alkej-932	99	26	available	available	ADJ
alkej-932	99	27	resource	resource	NOUN
alkej-932	99	28	r	r	NOUN
alkej-932	99	29	do	do	AUX
alkej-932	99	30	:	:	PUNCT
alkej-932	99	31	start	start	VERB
alkej-932	99	32	initialize	initialize	VERB
alkej-932	99	33	a	a	DET
alkej-932	99	34	priority	priority	NOUN
alkej-932	99	35	queue	queue	NOUN
alkej-932	99	36	initialize	initialize	VERB
alkej-932	99	37	a	a	DET
alkej-932	99	38	data	data	NOUN
alkej-932	99	39	structure	structure	NOUN
alkej-932	99	40	to	to	PART
alkej-932	99	41	store	store	VERB
alkej-932	99	42	task	task	NOUN
alkej-932	99	43	execution	execution	NOUN
alkej-932	99	44	history	history	NOUN
alkej-932	99	45	update	update	NOUN
alkej-932	99	46	t	t	PROPN
alkej-932	99	47	's	's	PART
alkej-932	99	48	progress	progress	NOUN
alkej-932	99	49	based	base	VERB
alkej-932	99	50	on	on	ADP
alkej-932	99	51	its	its	PRON
alkej-932	99	52	execution	execution	NOUN
alkej-932	99	53	update	update	NOUN
alkej-932	99	54	t	t	PROPN
alkej-932	99	55	's	's	PART
alkej-932	99	56	remaining	remain	VERB
alkej-932	99	57	instruction	instruction	NOUN
alkej-932	99	58	count	count	NOUN
alkej-932	99	59	calculate	calculate	NOUN
alkej-932	99	60	t	t	PROPN
alkej-932	99	61	's	's	PART
alkej-932	99	62	priority	priority	NOUN
alkej-932	99	63	enqueue	enqueue	NOUN
alkej-932	99	64	t	t	NOUN
alkej-932	99	65	into	into	ADP
alkej-932	99	66	the	the	DET
alkej-932	99	67	priority	priority	NOUN
alkej-932	99	68	queue	queue	NOUN
alkej-932	99	69	dequeue	dequeue	NOUN
alkej-932	99	70	a	a	DET
alkej-932	99	71	task	task	NOUN
alkej-932	99	72	t	t	NOUN
alkej-932	99	73	from	from	ADP
alkej-932	99	74	the	the	DET
alkej-932	99	75	priority	priority	NOUN
alkej-932	99	76	queue	queue	NOUN
alkej-932	99	77	allocate	allocate	NOUN
alkej-932	99	78	resource	resource	NOUN
alkej-932	99	79	r	r	NOUN
alkej-932	99	80	to	to	ADP
alkej-932	99	81	task	task	PROPN
alkej-932	99	82	t	t	PROPN
alkej-932	99	83	execute	execute	VERB
alkej-932	99	84	tasks	task	NOUN
alkej-932	99	85	that	that	PRON
alkej-932	99	86	have	have	AUX
alkej-932	99	87	been	be	AUX
alkej-932	99	88	allocated	allocate	VERB
alkej-932	99	89	resources	resource	NOUN
alkej-932	99	90	update	update	NOUN
alkej-932	99	91	execution	execution	NOUN
alkej-932	99	92	history	history	NOUN
alkej-932	99	93	for	for	ADP
alkej-932	99	94	executed	execute	VERB
alkej-932	99	95	tasks	task	NOUN
alkej-932	99	96	if	if	SCONJ
alkej-932	99	97	t	t	PROPN
alkej-932	99	98	's	's	PART
alkej-932	99	99	execution	execution	NOUN
alkej-932	99	100	time	time	NOUN
alkej-932	99	101	exceeds	exceed	VERB
alkej-932	99	102	a	a	DET
alkej-932	99	103	threshold	threshold	NOUN
alkej-932	99	104	:	:	PUNCT
alkej-932	99	105	decrease	decrease	NOUN
alkej-932	99	106	t	t	PROPN
alkej-932	99	107	's	's	PART
alkej-932	99	108	priority	priority	NOUN
alkej-932	99	109	periodically	periodically	ADV
alkej-932	99	110	adjust	adjust	VERB
alkej-932	99	111	the	the	DET
alkej-932	99	112	priority	priority	NOUN
alkej-932	99	113	thresholds	threshold	NOUN
alkej-932	99	114	end	end	VERB
alkej-932	99	115	for	for	ADP
alkej-932	99	116	each	each	DET
alkej-932	99	117	task	task	NOUN
alkej-932	99	118	t	t	PROPN
alkej-932	99	119	in	in	ADP
alkej-932	99	120	the	the	DET
alkej-932	99	121	system	system	NOUN
alkej-932	99	122	:	:	PUNCT
alkej-932	99	123	for	for	ADP
alkej-932	99	124	each	each	DET
alkej-932	99	125	task	task	NOUN
alkej-932	99	126	t	t	PROPN
alkej-932	99	127	in	in	ADP
alkej-932	99	128	the	the	DET
alkej-932	99	129	system	system	NOUN
alkej-932	99	130	:	:	PUNCT
alkej-932	99	131	for	for	ADP
alkej-932	99	132	each	each	DET
alkej-932	99	133	available	available	ADJ
alkej-932	99	134	resource	resource	NOUN
alkej-932	99	135	r	r	NOUN
alkej-932	99	136	:	:	PUNCT
alkej-932	99	137	for	for	ADP
alkej-932	99	138	each	each	DET
alkej-932	99	139	task	task	NOUN
alkej-932	99	140	t	t	PROPN
alkej-932	99	141	in	in	ADP
alkej-932	99	142	the	the	DET
alkej-932	99	143	system	system	NOUN
alkej-932	99	144	:	:	PUNCT
alkej-932	99	145	heba	heba	PROPN
alkej-932	99	146	m.	m.	PROPN
alkej-932	99	147	fadhil	fadhil	PROPN
alkej-932	99	148	al	al	PROPN
alkej-932	99	149	-	-	PUNCT
alkej-932	99	150	khwarizmi	khwarizmi	PROPN
alkej-932	99	151	engineering	engineering	NOUN
alkej-932	99	152	journal	journal	PROPN
alkej-932	99	153	,	,	PUNCT
alkej-932	99	154	vol	vol	NOUN
alkej-932	99	155	.	.	PROPN
alkej-932	99	156	21	21	NUM
alkej-932	99	157	,	,	PUNCT
alkej-932	99	158	no.3	no.3	VERB
alkej-932	99	159	,	,	PUNCT
alkej-932	99	160	pp	pp	ADJ
alkej-932	99	161	.	.	PUNCT
alkej-932	100	1	2534	2534	NUM
alkej-932	100	2	(	(	PUNCT
alkej-932	100	3	2025	2025	NUM
alkej-932	100	4	)	)	PUNCT
alkej-932	100	5	29	29	NUM
alkej-932	100	6	task_to_execute	task_to_execute	PROPN
alkej-932	100	7	=	=	SYM
alkej-932	100	8	priority_queue.dequeue	priority_queue.dequeue	X
alkej-932	100	9	(	(	PUNCT
alkej-932	100	10	)	)	PUNCT
alkej-932	100	11	//	//	NUM
alkej-932	100	12	dequeue	dequeue	NOUN
alkej-932	100	13	highest	high	ADJ
alkej-932	100	14	priority	priority	NOUN
alkej-932	100	15	task	task	NOUN
alkej-932	100	16	allocate_resource(r	allocate_resource(r	NOUN
alkej-932	100	17	,	,	PUNCT
alkej-932	100	18	task_to_execute	task_to_execute	NUM
alkej-932	100	19	)	)	PUNCT
alkej-932	100	20	//	//	X
alkej-932	100	21	allocate	allocate	ADJ
alkej-932	100	22	resource	resource	NOUN
alkej-932	100	23	to	to	ADP
alkej-932	100	24	task	task	NOUN
alkej-932	100	25	for	for	ADP
alkej-932	100	26	execution	execution	NOUN
alkej-932	100	27	end	end	NOUN
alkej-932	100	28	execute	execute	NOUN
alkej-932	100	29	tasks	task	NOUN
alkej-932	100	30	:	:	PUNCT
alkej-932	100	31	execute_tasks	execute_task	NOUN
alkej-932	100	32	(	(	PUNCT
alkej-932	100	33	)	)	PUNCT
alkej-932	100	34	//	//	PUNCT
alkej-932	100	35	execute	execute	VERB
alkej-932	100	36	tasks	task	NOUN
alkej-932	100	37	that	that	PRON
alkej-932	100	38	have	have	AUX
alkej-932	100	39	been	be	AUX
alkej-932	100	40	allocated	allocate	VERB
alkej-932	100	41	resources	resource	NOUN
alkej-932	100	42	update_execution_history	update_execution_history	NOUN
alkej-932	100	43	(	(	PUNCT
alkej-932	100	44	)	)	PUNCT
alkej-932	100	45	//	//	NUM
alkej-932	100	46	update	update	NOUN
alkej-932	100	47	execution	execution	NOUN
alkej-932	100	48	history	history	NOUN
alkej-932	100	49	for	for	ADP
alkej-932	100	50	executed	execute	VERB
alkej-932	100	51	tasks	task	NOUN
alkej-932	100	52	end	end	VERB
alkej-932	100	53	adjust	adjust	VERB
alkej-932	100	54	prriorities	prrioritie	NOUN
alkej-932	100	55	:	:	PUNCT
alkej-932	100	56	for	for	SCONJ
alkej-932	100	57	each	each	DET
alkej-932	100	58	task	task	NOUN
alkej-932	100	59	t	t	PROPN
alkej-932	100	60	in	in	ADP
alkej-932	100	61	system	system	NOUN
alkej-932	100	62	do	do	AUX
alkej-932	100	63	:	:	PUNCT
alkej-932	100	64	if	if	SCONJ
alkej-932	100	65	t.execution_time	t.execution_time	PROPN
alkej-932	100	66	>	>	X
alkej-932	100	67	threshold	threshold	NOUN
alkej-932	100	68	or	or	CCONJ
alkej-932	100	69	resource_contention_issue(t	resource_contention_issue(t	PROPN
alkej-932	100	70	)	)	PUNCT
alkej-932	100	71	then	then	ADV
alkej-932	100	72	:	:	PUNCT
alkej-932	100	73	decrease_priority(t	decrease_priority(t	X
alkej-932	100	74	)	)	PUNCT
alkej-932	100	75	//	//	PUNCT
alkej-932	100	76	decrease	decrease	VERB
alkej-932	100	77	priority	priority	NOUN
alkej-932	100	78	to	to	PART
alkej-932	100	79	mitigate	mitigate	VERB
alkej-932	100	80	contention	contention	NOUN
alkej-932	100	81	and	and	CCONJ
alkej-932	100	82	starvation	starvation	NOUN
alkej-932	100	83	end	end	VERB
alkej-932	100	84	end	end	NOUN
alkej-932	100	85	update	update	NOUN
alkej-932	100	86	adaptive	adaptive	ADJ
alkej-932	100	87	thresholds	threshold	NOUN
alkej-932	100	88	:	:	PUNCT
alkej-932	100	89	update_adaptive_thresholds	update_adaptive_threshold	NOUN
alkej-932	100	90	(	(	PUNCT
alkej-932	100	91	)	)	PUNCT
alkej-932	100	92	//	//	X
alkej-932	100	93	periodically	periodically	ADV
alkej-932	100	94	update	update	VERB
alkej-932	100	95	priority	priority	NOUN
alkej-932	100	96	thresholds	threshold	NOUN
alkej-932	100	97	end	end	VERB
alkej-932	100	98	the	the	DET
alkej-932	100	99	designed	design	VERB
alkej-932	100	100	multitask	multitask	ADJ
alkej-932	100	101	scheduler	scheduler	NOUN
alkej-932	100	102	’s	’s	PART
alkej-932	100	103	architecture	architecture	NOUN
alkej-932	100	104	and	and	CCONJ
alkej-932	100	105	design	design	NOUN
alkej-932	100	106	are	be	AUX
alkej-932	100	107	considerately	considerately	ADV
alkej-932	100	108	assembled	assemble	VERB
alkej-932	100	109	to	to	PART
alkej-932	100	110	undertake	undertake	VERB
alkej-932	100	111	the	the	DET
alkej-932	100	112	intricacies	intricacy	NOUN
alkej-932	100	113	associated	associate	VERB
alkej-932	100	114	with	with	ADP
alkej-932	100	115	managing	manage	VERB
alkej-932	100	116	diverse	diverse	ADJ
alkej-932	100	117	workloads	workload	NOUN
alkej-932	100	118	with	with	ADP
alkej-932	100	119	numerous	numerous	ADJ
alkej-932	100	120	instructions	instruction	NOUN
alkej-932	100	121	.	.	PUNCT
alkej-932	101	1	merging	merge	VERB
alkej-932	101	2	static	static	ADJ
alkej-932	101	3	analysis	analysis	NOUN
alkej-932	101	4	and	and	CCONJ
alkej-932	101	5	dynamic	dynamic	ADJ
alkej-932	101	6	adaptation	adaptation	NOUN
alkej-932	101	7	techniques	technique	NOUN
alkej-932	101	8	endows	endow	VERB
alkej-932	101	9	the	the	DET
alkej-932	101	10	scheduler	scheduler	NOUN
alkej-932	101	11	the	the	DET
alkej-932	101	12	power	power	NOUN
alkej-932	101	13	to	to	PART
alkej-932	101	14	deliver	deliver	VERB
alkej-932	101	15	resource	resource	NOUN
alkej-932	101	16	allocations	allocation	NOUN
alkej-932	101	17	efficiently	efficiently	ADV
alkej-932	101	18	,	,	PUNCT
alkej-932	101	19	minimizes	minimize	NOUN
alkej-932	101	20	execution	execution	NOUN
alkej-932	101	21	times	time	NOUN
alkej-932	101	22	and	and	CCONJ
alkej-932	101	23	promotes	promote	VERB
alkej-932	101	24	improved	improve	VERB
alkej-932	101	25	overall	overall	ADJ
alkej-932	101	26	system	system	NOUN
alkej-932	101	27	performance	performance	NOUN
alkej-932	101	28	.	.	PUNCT
alkej-932	102	1	the	the	DET
alkej-932	102	2	subsequent	subsequent	ADJ
alkej-932	102	3	sections	section	NOUN
alkej-932	102	4	introduce	introduce	VERB
alkej-932	102	5	the	the	DET
alkej-932	102	6	intricate	intricate	ADJ
alkej-932	102	7	implementation	implementation	NOUN
alkej-932	102	8	of	of	ADP
alkej-932	102	9	these	these	DET
alkej-932	102	10	architectural	architectural	ADJ
alkej-932	102	11	components	component	NOUN
alkej-932	102	12	and	and	CCONJ
alkej-932	102	13	highlight	highlight	VERB
alkej-932	102	14	the	the	DET
alkej-932	102	15	outcome	outcome	NOUN
alkej-932	102	16	on	on	ADP
alkej-932	102	17	their	their	PRON
alkej-932	102	18	overall	overall	ADJ
alkej-932	102	19	effect	effect	NOUN
alkej-932	102	20	.	.	PUNCT
alkej-932	103	1	1	1	X
alkej-932	103	2	.	.	X
alkej-932	103	3	static	static	ADJ
alkej-932	103	4	analysis	analysis	NOUN
alkej-932	103	5	phase	phase	NOUN
alkej-932	103	6	:	:	PUNCT
alkej-932	103	7	the	the	DET
alkej-932	103	8	static	static	ADJ
alkej-932	103	9	analysis	analysis	NOUN
alkej-932	103	10	phase	phase	NOUN
alkej-932	103	11	of	of	ADP
alkej-932	103	12	the	the	DET
alkej-932	103	13	proposed	propose	VERB
alkej-932	103	14	efficient	efficient	ADJ
alkej-932	103	15	multitask	multitask	ADJ
alkej-932	103	16	scheduler	scheduler	NOUN
alkej-932	103	17	is	be	AUX
alkej-932	103	18	a	a	DET
alkej-932	103	19	pivotal	pivotal	ADJ
alkej-932	103	20	precursor	precursor	NOUN
alkej-932	103	21	to	to	ADP
alkej-932	103	22	a	a	DET
alkej-932	103	23	sound	sound	ADJ
alkej-932	103	24	scheduling	scheduling	NOUN
alkej-932	103	25	within	within	ADP
alkej-932	103	26	heterogeneous	heterogeneous	ADJ
alkej-932	103	27	multitasking	multitaske	VERB
alkej-932	103	28	environments	environment	NOUN
alkej-932	103	29	exhibiting	exhibit	VERB
alkej-932	103	30	variable	variable	ADJ
alkej-932	103	31	instruction	instruction	NOUN
alkej-932	103	32	counts	count	NOUN
alkej-932	103	33	.	.	PUNCT
alkej-932	104	1	this	this	DET
alkej-932	104	2	section	section	NOUN
alkej-932	104	3	covers	cover	VERB
alkej-932	104	4	the	the	DET
alkej-932	104	5	whole	whole	ADJ
alkej-932	104	6	process	process	NOUN
alkej-932	104	7	of	of	ADP
alkej-932	104	8	collecting	collect	VERB
alkej-932	104	9	task	task	NOUN
alkej-932	104	10	information	information	NOUN
alkej-932	104	11	and	and	CCONJ
alkej-932	104	12	creating	create	VERB
alkej-932	104	13	an	an	DET
alkej-932	104	14	initial	initial	ADJ
alkej-932	104	15	scheduling	scheduling	NOUN
alkej-932	104	16	plan	plan	NOUN
alkej-932	104	17	and	and	CCONJ
alkej-932	104	18	the	the	DET
alkej-932	104	19	aspects	aspect	NOUN
alkej-932	104	20	to	to	PART
alkej-932	104	21	be	be	AUX
alkej-932	104	22	balanced	balance	VERB
alkej-932	104	23	to	to	PART
alkej-932	104	24	obtain	obtain	VERB
alkej-932	104	25	the	the	DET
alkej-932	104	26	right	right	ADJ
alkej-932	104	27	resource	resource	NOUN
alkej-932	104	28	allocation	allocation	NOUN
alkej-932	104	29	.	.	PUNCT
alkej-932	105	1	2	2	X
alkej-932	105	2	.	.	X
alkej-932	105	3	gathering	gather	VERB
alkej-932	105	4	task	task	NOUN
alkej-932	105	5	information	information	NOUN
alkej-932	105	6	:	:	PUNCT
alkej-932	105	7	the	the	DET
alkej-932	105	8	static	static	ADJ
alkej-932	105	9	analysis	analysis	NOUN
alkej-932	105	10	phase	phase	NOUN
alkej-932	105	11	begins	begin	VERB
alkej-932	105	12	with	with	ADP
alkej-932	105	13	the	the	DET
alkej-932	105	14	collection	collection	NOUN
alkej-932	105	15	of	of	ADP
alkej-932	105	16	the	the	DET
alkej-932	105	17	appropriate	appropriate	ADJ
alkej-932	105	18	information	information	NOUN
alkej-932	105	19	regarding	regard	VERB
alkej-932	105	20	each	each	DET
alkej-932	105	21	task	task	NOUN
alkej-932	105	22	in	in	ADP
alkej-932	105	23	a	a	DET
alkej-932	105	24	multitasking	multitaske	VERB
alkej-932	105	25	workload	workload	NOUN
alkej-932	105	26	.	.	PUNCT
alkej-932	106	1	the	the	DET
alkej-932	106	2	information	information	NOUN
alkej-932	106	3	provided	provide	VERB
alkej-932	106	4	is	be	AUX
alkej-932	106	5	the	the	DET
alkej-932	106	6	instruction	instruction	NOUN
alkej-932	106	7	count	count	NOUN
alkej-932	106	8	of	of	ADP
alkej-932	106	9	the	the	DET
alkej-932	106	10	task	task	NOUN
alkej-932	106	11	and	and	CCONJ
alkej-932	106	12	its	its	PRON
alkej-932	106	13	estimated	estimate	VERB
alkej-932	106	14	runtime	runtime	NOUN
alkej-932	106	15	.	.	PUNCT
alkej-932	107	1	these	these	DET
alkej-932	107	2	metrics	metric	NOUN
alkej-932	107	3	are	be	AUX
alkej-932	107	4	critical	critical	ADJ
alkej-932	107	5	in	in	ADP
alkej-932	107	6	engaging	engage	VERB
alkej-932	107	7	the	the	DET
alkej-932	107	8	necessary	necessary	ADJ
alkej-932	107	9	estimation	estimation	NOUN
alkej-932	107	10	of	of	ADP
alkej-932	107	11	the	the	DET
alkej-932	107	12	computational	computational	ADJ
alkej-932	107	13	requirements	requirement	NOUN
alkej-932	107	14	of	of	ADP
alkej-932	107	15	each	each	DET
alkej-932	107	16	task	task	NOUN
alkej-932	107	17	upon	upon	SCONJ
alkej-932	107	18	which	which	PRON
alkej-932	107	19	later	later	ADV
alkej-932	107	20	scheduling	scheduling	NOUN
alkej-932	107	21	decisions	decision	NOUN
alkej-932	107	22	hinge	hinge	NOUN
alkej-932	107	23	.	.	PUNCT
alkej-932	108	1	instruction	instruction	NOUN
alkej-932	108	2	count	count	NOUN
alkej-932	108	3	measures	measure	NOUN
alkej-932	108	4	the	the	DET
alkej-932	108	5	complexity	complexity	NOUN
alkej-932	108	6	of	of	ADP
alkej-932	108	7	a	a	DET
alkej-932	108	8	task	task	NOUN
alkej-932	108	9	’s	’s	PART
alkej-932	108	10	computation	computation	NOUN
alkej-932	108	11	,	,	PUNCT
alkej-932	108	12	whereas	whereas	SCONJ
alkej-932	108	13	estimated	estimate	VERB
alkej-932	108	14	execution	execution	NOUN
alkej-932	108	15	time	time	NOUN
alkej-932	108	16	sheds	shed	VERB
alkej-932	108	17	light	light	NOUN
alkej-932	108	18	on	on	ADP
alkej-932	108	19	the	the	DET
alkej-932	108	20	overall	overall	ADJ
alkej-932	108	21	processing	processing	NOUN
alkej-932	108	22	needs	need	NOUN
alkej-932	108	23	.	.	PUNCT
alkej-932	109	1	based	base	VERB
alkej-932	109	2	on	on	ADP
alkej-932	109	3	the	the	DET
alkej-932	109	4	collected	collect	VERB
alkej-932	109	5	tasks	task	NOUN
alkej-932	109	6	’	'	PUNCT
alkej-932	109	7	information	information	NOUN
alkej-932	109	8	,	,	PUNCT
alkej-932	109	9	the	the	DET
alkej-932	109	10	scheduler	scheduler	NOUN
alkej-932	109	11	generates	generate	VERB
alkej-932	109	12	the	the	DET
alkej-932	109	13	initial	initial	ADJ
alkej-932	109	14	scheduling	scheduling	NOUN
alkej-932	109	15	plan	plan	NOUN
alkej-932	109	16	at	at	ADP
alkej-932	109	17	the	the	DET
alkej-932	109	18	system	system	NOUN
alkej-932	109	19	’s	’s	PART
alkej-932	109	20	initiation	initiation	NOUN
alkej-932	109	21	.	.	PUNCT
alkej-932	110	1	the	the	DET
alkej-932	110	2	scheme	scheme	NOUN
alkej-932	110	3	presents	present	VERB
alkej-932	110	4	the	the	DET
alkej-932	110	5	division	division	NOUN
alkej-932	110	6	of	of	ADP
alkej-932	110	7	tasks	task	NOUN
alkej-932	110	8	to	to	PART
alkej-932	110	9	available	available	ADJ
alkej-932	110	10	resources	resource	NOUN
alkej-932	110	11	to	to	PART
alkej-932	110	12	minimize	minimize	VERB
alkej-932	110	13	execution	execution	NOUN
alkej-932	110	14	time	time	NOUN
alkej-932	110	15	and	and	CCONJ
alkej-932	110	16	to	to	PART
alkej-932	110	17	prevent	prevent	VERB
alkej-932	110	18	resource	resource	NOUN
alkej-932	110	19	conflict	conflict	NOUN
alkej-932	110	20	.	.	PUNCT
alkej-932	111	1	the	the	DET
alkej-932	111	2	initial	initial	ADJ
alkej-932	111	3	schedule	schedule	NOUN
alkej-932	111	4	originally	originally	ADV
alkej-932	111	5	integrates	integrate	VERB
alkej-932	111	6	heuristics	heuristic	NOUN
alkej-932	111	7	and	and	CCONJ
alkej-932	111	8	optimization	optimization	NOUN
alkej-932	111	9	methods	method	NOUN
alkej-932	111	10	.	.	PUNCT
alkej-932	112	1	tasks	task	NOUN
alkej-932	112	2	with	with	ADP
alkej-932	112	3	fewer	few	ADJ
alkej-932	112	4	instruction	instruction	NOUN
alkej-932	112	5	counts	count	NOUN
alkej-932	112	6	are	be	AUX
alkej-932	112	7	firstly	firstly	ADV
alkej-932	112	8	assigned	assign	VERB
alkej-932	112	9	available	available	ADJ
alkej-932	112	10	resources	resource	NOUN
alkej-932	112	11	to	to	PART
alkej-932	112	12	execute	execute	VERB
alkej-932	112	13	these	these	DET
alkej-932	112	14	tasks	task	NOUN
alkej-932	112	15	quickly	quickly	ADV
alkej-932	112	16	;	;	PUNCT
alkej-932	112	17	however	however	ADV
alkej-932	112	18	,	,	PUNCT
alkej-932	112	19	tasks	task	NOUN
alkej-932	112	20	with	with	ADP
alkej-932	112	21	higher	high	ADJ
alkej-932	112	22	instruction	instruction	NOUN
alkej-932	112	23	counts	count	NOUN
alkej-932	112	24	are	be	AUX
alkej-932	112	25	strategically	strategically	ADV
alkej-932	112	26	assigned	assign	VERB
alkej-932	112	27	to	to	ADP
alkej-932	112	28	resources	resource	NOUN
alkej-932	112	29	to	to	PART
alkej-932	112	30	prevent	prevent	VERB
alkej-932	112	31	these	these	DET
alkej-932	112	32	tasks	task	NOUN
alkej-932	112	33	from	from	ADP
alkej-932	112	34	creating	create	VERB
alkej-932	112	35	a	a	DET
alkej-932	112	36	bottleneck	bottleneck	NOUN
alkej-932	112	37	.	.	PUNCT
alkej-932	113	1	in	in	ADP
alkej-932	113	2	initial	initial	ADJ
alkej-932	113	3	planning	planning	NOUN
alkej-932	113	4	,	,	PUNCT
alkej-932	113	5	the	the	DET
alkej-932	113	6	right	right	ADJ
alkej-932	113	7	steps	step	NOUN
alkej-932	113	8	are	be	AUX
alkej-932	113	9	taken	take	VERB
alkej-932	113	10	to	to	PART
alkej-932	113	11	optimize	optimize	VERB
alkej-932	113	12	the	the	DET
alkej-932	113	13	distribution	distribution	NOUN
alkej-932	113	14	of	of	ADP
alkej-932	113	15	resources	resource	NOUN
alkej-932	113	16	with	with	ADP
alkej-932	113	17	the	the	DET
alkej-932	113	18	following	follow	VERB
alkej-932	113	19	considerations	consideration	NOUN
alkej-932	113	20	:	:	PUNCT
alkej-932	114	1	1	1	X
alkej-932	114	2	.	.	X
alkej-932	114	3	the	the	DET
alkej-932	114	4	scheduler	scheduler	NOUN
alkej-932	114	5	balances	balance	VERB
alkej-932	114	6	the	the	DET
alkej-932	114	7	computational	computational	ADJ
alkej-932	114	8	load	load	NOUN
alkej-932	114	9	amongst	amongst	ADP
alkej-932	114	10	the	the	DET
alkej-932	114	11	available	available	ADJ
alkej-932	114	12	resources	resource	NOUN
alkej-932	114	13	.	.	PUNCT
alkej-932	115	1	the	the	DET
alkej-932	115	2	instructions	instruction	NOUN
alkej-932	115	3	take	take	VERB
alkej-932	115	4	varying	vary	VERB
alkej-932	115	5	numbers	number	NOUN
alkej-932	115	6	spread	spread	VERB
alkej-932	115	7	evenly	evenly	ADV
alkej-932	115	8	to	to	PART
alkej-932	115	9	prevent	prevent	VERB
alkej-932	115	10	either	either	CCONJ
alkej-932	115	11	underutilizing	underutilize	VERB
alkej-932	115	12	or	or	CCONJ
alkej-932	115	13	overutilizing	overutilizing	ADJ
alkej-932	115	14	resources	resource	NOUN
alkej-932	115	15	,	,	PUNCT
alkej-932	115	16	which	which	PRON
alkej-932	115	17	leads	lead	VERB
alkej-932	115	18	to	to	ADP
alkej-932	115	19	efficient	efficient	ADJ
alkej-932	115	20	resource	resource	NOUN
alkej-932	115	21	utilization	utilization	NOUN
alkej-932	115	22	.	.	PUNCT
alkej-932	116	1	2	2	X
alkej-932	116	2	.	.	X
alkej-932	116	3	the	the	DET
alkej-932	116	4	initial	initial	ADJ
alkej-932	116	5	plan	plan	NOUN
alkej-932	116	6	reflects	reflect	VERB
alkej-932	116	7	the	the	DET
alkej-932	116	8	available	available	ADJ
alkej-932	116	9	resources	resource	NOUN
alkej-932	116	10	and	and	CCONJ
alkej-932	116	11	their	their	PRON
alkej-932	116	12	capabilities	capability	NOUN
alkej-932	116	13	.	.	PUNCT
alkej-932	117	1	resource	resource	NOUN
alkej-932	117	2	constraints	constraint	NOUN
alkej-932	117	3	such	such	ADJ
alkej-932	117	4	as	as	ADP
alkej-932	117	5	memory	memory	NOUN
alkej-932	117	6	limitations	limitation	NOUN
alkej-932	117	7	or	or	CCONJ
alkej-932	117	8	cpu	cpu	NOUN
alkej-932	117	9	usage	usage	NOUN
alkej-932	117	10	are	be	AUX
alkej-932	117	11	included	include	VERB
alkej-932	117	12	to	to	PART
alkej-932	117	13	prevent	prevent	VERB
alkej-932	117	14	task	task	NOUN
alkej-932	117	15	allocation	allocation	NOUN
alkej-932	117	16	that	that	PRON
alkej-932	117	17	exceeds	exceed	VERB
alkej-932	117	18	resource	resource	NOUN
alkej-932	117	19	capacities	capacity	NOUN
alkej-932	117	20	.	.	PUNCT
alkej-932	118	1	3	3	X
alkej-932	118	2	.	.	X
alkej-932	118	3	dependencies	dependency	NOUN
alkej-932	118	4	between	between	ADP
alkej-932	118	5	tasks	task	NOUN
alkej-932	118	6	are	be	AUX
alkej-932	118	7	introduced	introduce	VERB
alkej-932	118	8	to	to	PART
alkej-932	118	9	avoid	avoid	VERB
alkej-932	118	10	conflicts	conflict	NOUN
alkej-932	118	11	and	and	CCONJ
alkej-932	118	12	to	to	PART
alkej-932	118	13	force	force	VERB
alkej-932	118	14	the	the	DET
alkej-932	118	15	scheduling	scheduling	NOUN
alkej-932	118	16	to	to	PART
alkej-932	118	17	fulfil	fulfil	VERB
alkej-932	118	18	the	the	DET
alkej-932	118	19	dependent	dependent	ADJ
alkej-932	118	20	tasks	task	NOUN
alkej-932	118	21	’	'	PUNCT
alkej-932	118	22	requirements	requirement	NOUN
alkej-932	118	23	.	.	PUNCT
alkej-932	119	1	4	4	X
alkej-932	119	2	.	.	X
alkej-932	119	3	tasks	task	NOUN
alkej-932	119	4	initially	initially	ADV
alkej-932	119	5	planned	plan	VERB
alkej-932	119	6	with	with	ADP
alkej-932	119	7	critical	critical	ADJ
alkej-932	119	8	instruction	instruction	NOUN
alkej-932	119	9	counts	count	NOUN
alkej-932	119	10	are	be	AUX
alkej-932	119	11	offered	offer	VERB
alkej-932	119	12	higher	high	ADJ
alkej-932	119	13	priority	priority	NOUN
alkej-932	119	14	because	because	SCONJ
alkej-932	119	15	they	they	PRON
alkej-932	119	16	need	need	VERB
alkej-932	119	17	to	to	PART
alkej-932	119	18	receive	receive	VERB
alkej-932	119	19	enough	enough	ADJ
alkej-932	119	20	resources	resource	NOUN
alkej-932	119	21	to	to	PART
alkej-932	119	22	fast	fast	VERB
alkej-932	119	23	track	track	VERB
alkej-932	119	24	their	their	PRON
alkej-932	119	25	execution	execution	NOUN
alkej-932	119	26	.	.	PUNCT
alkej-932	120	1	by	by	ADP
alkej-932	120	2	combining	combine	VERB
alkej-932	120	3	the	the	DET
alkej-932	120	4	above	above	ADJ
alkej-932	120	5	aspects	aspect	NOUN
alkej-932	120	6	,	,	PUNCT
alkej-932	120	7	the	the	DET
alkej-932	120	8	scheduler	scheduler	NOUN
alkej-932	120	9	’s	’s	PART
alkej-932	120	10	static	static	ADJ
alkej-932	120	11	analysis	analysis	NOUN
alkej-932	120	12	phase	phase	NOUN
alkej-932	120	13	builds	build	VERB
alkej-932	120	14	a	a	DET
alkej-932	120	15	good	good	ADJ
alkej-932	120	16	groundwork	groundwork	NOUN
alkej-932	120	17	for	for	ADP
alkej-932	120	18	efficient	efficient	ADJ
alkej-932	120	19	multitask	multitask	ADJ
alkej-932	120	20	scheduling	scheduling	NOUN
alkej-932	120	21	.	.	PUNCT
alkej-932	121	1	the	the	DET
alkej-932	121	2	initial	initial	ADJ
alkej-932	121	3	scheduling	scheduling	NOUN
alkej-932	121	4	plan	plan	NOUN
alkej-932	121	5	deduced	deduce	VERB
alkej-932	121	6	from	from	ADP
alkej-932	121	7	a	a	DET
alkej-932	121	8	thorough	thorough	ADJ
alkej-932	121	9	comprehension	comprehension	NOUN
alkej-932	121	10	of	of	ADP
alkej-932	121	11	task	task	NOUN
alkej-932	121	12	instruction	instruction	NOUN
alkej-932	121	13	counts	count	NOUN
alkej-932	121	14	and	and	CCONJ
alkej-932	121	15	estimated	estimate	VERB
alkej-932	121	16	execution	execution	NOUN
alkej-932	121	17	times	time	NOUN
alkej-932	121	18	aims	aim	VERB
alkej-932	121	19	to	to	PART
alkej-932	121	20	maximize	maximize	VERB
alkej-932	121	21	resource	resource	NOUN
alkej-932	121	22	utilization	utilization	NOUN
alkej-932	121	23	,	,	PUNCT
alkej-932	121	24	shorten	shorten	VERB
alkej-932	121	25	execution	execution	NOUN
alkej-932	121	26	time	time	NOUN
alkej-932	121	27	and	and	CCONJ
alkej-932	121	28	balance	balance	NOUN
alkej-932	121	29	execution	execution	NOUN
alkej-932	121	30	amongst	amongst	ADP
alkej-932	121	31	heterogeneous	heterogeneous	ADJ
alkej-932	121	32	tasks	task	NOUN
alkej-932	121	33	.	.	PUNCT
alkej-932	122	1	the	the	DET
alkej-932	122	2	static	static	ADJ
alkej-932	122	3	analysis	analysis	NOUN
alkej-932	122	4	phase	phase	NOUN
alkej-932	122	5	supports	support	VERB
alkej-932	122	6	the	the	DET
alkej-932	122	7	foundation	foundation	NOUN
alkej-932	122	8	for	for	ADP
alkej-932	122	9	multitask	multitask	ADJ
alkej-932	122	10	scheduling	scheduling	NOUN
alkej-932	122	11	.	.	PUNCT
alkej-932	123	1	the	the	DET
alkej-932	123	2	integrated	integrated	ADJ
alkej-932	123	3	reception	reception	NOUN
alkej-932	123	4	of	of	ADP
alkej-932	123	5	job	job	NOUN
alkej-932	123	6	data	datum	NOUN
alkej-932	123	7	along	along	ADP
alkej-932	123	8	with	with	ADP
alkej-932	123	9	the	the	DET
alkej-932	123	10	unbiased	unbiased	ADJ
alkej-932	123	11	development	development	NOUN
alkej-932	123	12	of	of	ADP
alkej-932	123	13	first	first	ADJ
alkej-932	123	14	scheduler	scheduler	NOUN
alkej-932	123	15	plans	plan	NOUN
alkej-932	123	16	and	and	CCONJ
alkej-932	123	17	appropriately	appropriately	ADV
alkej-932	123	18	foreseeing	foresee	VERB
alkej-932	123	19	the	the	DET
alkej-932	123	20	distribution	distribution	NOUN
alkej-932	123	21	of	of	ADP
alkej-932	123	22	the	the	DET
alkej-932	123	23	resources	resource	NOUN
alkej-932	123	24	enables	enable	VERB
alkej-932	123	25	the	the	DET
alkej-932	123	26	scheduler	scheduler	NOUN
alkej-932	123	27	to	to	PART
alkej-932	123	28	overcome	overcome	VERB
alkej-932	123	29	the	the	DET
alkej-932	123	30	problem	problem	NOUN
alkej-932	123	31	of	of	ADP
alkej-932	123	32	diversity	diversity	NOUN
alkej-932	123	33	of	of	ADP
alkej-932	123	34	heterogeneous	heterogeneous	ADJ
alkej-932	123	35	workloads	workload	NOUN
alkej-932	123	36	with	with	ADP
alkej-932	123	37	varying	vary	VERB
alkej-932	123	38	instruction	instruction	NOUN
alkej-932	123	39	counts	count	NOUN
alkej-932	123	40	.	.	PUNCT
alkej-932	124	1	the	the	DET
alkej-932	124	2	upcoming	upcoming	ADJ
alkej-932	124	3	parts	part	NOUN
alkej-932	124	4	concentrate	concentrate	VERB
alkej-932	124	5	on	on	ADP
alkej-932	124	6	the	the	DET
alkej-932	124	7	dynamic	dynamic	ADJ
alkej-932	124	8	adjustment	adjustment	NOUN
alkej-932	124	9	approaches	approach	NOUN
alkej-932	124	10	based	base	VERB
alkej-932	124	11	on	on	ADP
alkej-932	124	12	the	the	DET
alkej-932	124	13	runtime	runtime	NOUN
alkej-932	124	14	playoff	playoff	NOUN
alkej-932	124	15	to	to	PART
alkej-932	124	16	make	make	VERB
alkej-932	124	17	the	the	DET
alkej-932	124	18	method	method	NOUN
alkej-932	124	19	of	of	ADP
alkej-932	124	20	the	the	DET
alkej-932	124	21	proposed	propose	VERB
alkej-932	124	22	scheduler	scheduler	NOUN
alkej-932	124	23	even	even	ADV
alkej-932	124	24	more	more	ADV
alkej-932	124	25	efficient	efficient	ADJ
alkej-932	124	26	.	.	PUNCT
alkej-932	125	1	this	this	DET
alkej-932	125	2	algorithm	algorithm	NOUN
alkej-932	125	3	combines	combine	VERB
alkej-932	125	4	real	real	ADJ
alkej-932	125	5	-	-	PUNCT
alkej-932	125	6	time	time	NOUN
alkej-932	125	7	tracking	tracking	NOUN
alkej-932	125	8	of	of	ADP
alkej-932	125	9	task	task	PROPN
alkej-932	125	10	heba	heba	PROPN
alkej-932	125	11	m.	m.	PROPN
alkej-932	125	12	fadhil	fadhil	PROPN
alkej-932	125	13	al	al	PROPN
alkej-932	125	14	-	-	PUNCT
alkej-932	125	15	khwarizmi	khwarizmi	PROPN
alkej-932	125	16	engineering	engineering	NOUN
alkej-932	125	17	journal	journal	PROPN
alkej-932	125	18	,	,	PUNCT
alkej-932	125	19	vol	vol	NOUN
alkej-932	125	20	.	.	PROPN
alkej-932	125	21	21	21	NUM
alkej-932	125	22	,	,	PUNCT
alkej-932	125	23	no.3	no.3	VERB
alkej-932	125	24	,	,	PUNCT
alkej-932	125	25	pp	pp	ADJ
alkej-932	125	26	.	.	PUNCT
alkej-932	126	1	2534	2534	NUM
alkej-932	126	2	(	(	PUNCT
alkej-932	126	3	2025	2025	NUM
alkej-932	126	4	)	)	PUNCT
alkej-932	126	5	30	30	NUM
alkej-932	126	6	progress	progress	NOUN
alkej-932	126	7	,	,	PUNCT
alkej-932	126	8	dynamic	dynamic	ADJ
alkej-932	126	9	prioritization	prioritization	NOUN
alkej-932	126	10	based	base	VERB
alkej-932	126	11	on	on	ADP
alkej-932	126	12	remaining	remain	VERB
alkej-932	126	13	instruction	instruction	NOUN
alkej-932	126	14	counts	count	NOUN
alkej-932	126	15	and	and	CCONJ
alkej-932	126	16	execution	execution	NOUN
alkej-932	126	17	history	history	NOUN
alkej-932	126	18	,	,	PUNCT
alkej-932	126	19	and	and	CCONJ
alkej-932	126	20	mechanisms	mechanism	NOUN
alkej-932	126	21	for	for	ADP
alkej-932	126	22	resource	resource	NOUN
alkej-932	126	23	allocation	allocation	NOUN
alkej-932	126	24	and	and	CCONJ
alkej-932	126	25	contention	contention	NOUN
alkej-932	126	26	mitigation	mitigation	NOUN
alkej-932	126	27	.	.	PUNCT
alkej-932	127	1	efficient	efficient	ADJ
alkej-932	127	2	multitask	multitask	ADJ
alkej-932	127	3	scheduling	scheduling	NOUN
alkej-932	127	4	is	be	AUX
alkej-932	127	5	ensured	ensure	VERB
alkej-932	127	6	in	in	ADP
alkej-932	127	7	the	the	DET
alkej-932	127	8	face	face	NOUN
alkej-932	127	9	of	of	ADP
alkej-932	127	10	varying	vary	VERB
alkej-932	127	11	instruction	instruction	NOUN
alkej-932	127	12	counts	count	NOUN
alkej-932	127	13	,	,	PUNCT
alkej-932	127	14	which	which	PRON
alkej-932	127	15	promotes	promote	VERB
alkej-932	127	16	optimal	optimal	ADJ
alkej-932	127	17	resource	resource	NOUN
alkej-932	127	18	utilization	utilization	NOUN
alkej-932	127	19	and	and	CCONJ
alkej-932	127	20	execution	execution	NOUN
alkej-932	127	21	time	time	NOUN
alkej-932	127	22	minimization	minimization	NOUN
alkej-932	127	23	.	.	PUNCT
alkej-932	128	1	4	4	X
alkej-932	128	2	.	.	X
alkej-932	128	3	experimental	experimental	ADJ
alkej-932	128	4	evaluation	evaluation	NOUN
alkej-932	128	5	to	to	PART
alkej-932	128	6	assess	assess	VERB
alkej-932	128	7	the	the	DET
alkej-932	128	8	experimental	experimental	ADJ
alkej-932	128	9	part	part	NOUN
alkej-932	128	10	,	,	PUNCT
alkej-932	128	11	a	a	DET
alkej-932	128	12	variety	variety	NOUN
alkej-932	128	13	of	of	ADP
alkej-932	128	14	input	input	NOUN
alkej-932	128	15	configurations	configuration	NOUN
alkej-932	128	16	was	be	AUX
alkej-932	128	17	used	use	VERB
alkej-932	128	18	for	for	ADP
alkej-932	128	19	estimating	estimate	VERB
alkej-932	128	20	the	the	DET
alkej-932	128	21	quality	quality	NOUN
alkej-932	128	22	of	of	ADP
alkej-932	128	23	the	the	DET
alkej-932	128	24	proposed	propose	VERB
alkej-932	128	25	task	task	NOUN
alkej-932	128	26	scheduler	scheduler	NOUN
alkej-932	128	27	.	.	PUNCT
alkej-932	129	1	the	the	DET
alkej-932	129	2	inputs	input	NOUN
alkej-932	129	3	were	be	AUX
alkej-932	129	4	formulated	formulate	VERB
alkej-932	129	5	with	with	ADP
alkej-932	129	6	the	the	DET
alkej-932	129	7	help	help	NOUN
alkej-932	129	8	of	of	ADP
alkej-932	129	9	tasks	task	NOUN
alkej-932	129	10	(	(	PUNCT
alkej-932	129	11	x	x	X
alkej-932	129	12	)	)	PUNCT
alkej-932	129	13	;	;	PUNCT
alkej-932	129	14	dependency	dependency	NOUN
alkej-932	129	15	matrix	matrix	NOUN
alkej-932	129	16	representing	represent	VERB
alkej-932	129	17	the	the	DET
alkej-932	129	18	task	task	NOUN
alkej-932	129	19	dependencies	dependency	NOUN
alkej-932	129	20	;	;	PUNCT
alkej-932	129	21	number	number	NOUN
alkej-932	129	22	of	of	ADP
alkej-932	129	23	processors	processor	NOUN
alkej-932	129	24	(	(	PUNCT
alkej-932	129	25	x	x	SYM
alkej-932	129	26	+	+	ADP
alkej-932	129	27	1	1	NUM
alkej-932	129	28	)	)	PUNCT
alkej-932	129	29	;	;	PUNCT
alkej-932	129	30	or	or	CCONJ
alkej-932	129	31	million	million	NUM
alkej-932	129	32	instructions	instruction	NOUN
alkej-932	129	33	per	per	ADP
alkej-932	129	34	second	second	NOUN
alkej-932	129	35	for	for	ADP
alkej-932	129	36	each	each	DET
alkej-932	129	37	processor	processor	NOUN
alkej-932	129	38	(	(	PUNCT
alkej-932	129	39	x	x	SYM
alkej-932	129	40	+	+	PROPN
alkej-932	129	41	2	2	NUM
alkej-932	129	42	)	)	PUNCT
alkej-932	129	43	.	.	PUNCT
alkej-932	130	1	the	the	DET
alkej-932	130	2	metrics	metric	NOUN
alkej-932	130	3	of	of	ADP
alkej-932	130	4	concern	concern	NOUN
alkej-932	130	5	,	,	PUNCT
alkej-932	130	6	namely	namely	ADV
alkej-932	130	7	,	,	PUNCT
alkej-932	130	8	execution	execution	NOUN
alkej-932	130	9	time	time	NOUN
alkej-932	130	10	,	,	PUNCT
alkej-932	130	11	processor	processor	NOUN
alkej-932	130	12	utilization	utilization	NOUN
alkej-932	130	13	and	and	CCONJ
alkej-932	130	14	task	task	NOUN
alkej-932	130	15	completion	completion	NOUN
alkej-932	130	16	time	time	NOUN
alkej-932	130	17	,	,	PUNCT
alkej-932	130	18	were	be	AUX
alkej-932	130	19	considered	consider	VERB
alkej-932	130	20	to	to	PART
alkej-932	130	21	measure	measure	VERB
alkej-932	130	22	the	the	DET
alkej-932	130	23	level	level	NOUN
alkej-932	130	24	of	of	ADP
alkej-932	130	25	scheduling	scheduling	NOUN
alkej-932	130	26	efficiency	efficiency	NOUN
alkej-932	130	27	of	of	ADP
alkej-932	130	28	the	the	DET
alkej-932	130	29	scheduler	scheduler	NOUN
alkej-932	130	30	.	.	PUNCT
alkej-932	131	1	these	these	DET
alkej-932	131	2	test	test	NOUN
alkej-932	131	3	scenarios	scenario	NOUN
alkej-932	131	4	were	be	AUX
alkej-932	131	5	distinguished	distinguish	VERB
alkej-932	131	6	by	by	ADP
alkej-932	131	7	the	the	DET
alkej-932	131	8	size	size	NOUN
alkej-932	131	9	of	of	ADP
alkej-932	131	10	the	the	DET
alkej-932	131	11	tasks	task	NOUN
alkej-932	131	12	,	,	PUNCT
alkej-932	131	13	relationships	relationship	NOUN
alkej-932	131	14	of	of	ADP
alkej-932	131	15	the	the	DET
alkej-932	131	16	tasks	task	NOUN
alkej-932	131	17	between	between	ADP
alkej-932	131	18	one	one	NUM
alkej-932	131	19	another	another	DET
alkej-932	131	20	and	and	CCONJ
alkej-932	131	21	the	the	DET
alkej-932	131	22	type	type	NOUN
alkej-932	131	23	of	of	ADP
alkej-932	131	24	the	the	DET
alkej-932	131	25	processors	processor	NOUN
alkej-932	131	26	used	use	VERB
alkej-932	131	27	for	for	ADP
alkej-932	131	28	the	the	DET
alkej-932	131	29	tests	test	NOUN
alkej-932	131	30	.	.	PUNCT
alkej-932	132	1	for	for	ADP
alkej-932	132	2	instance	instance	NOUN
alkej-932	132	3	,	,	PUNCT
alkej-932	132	4	scenario	scenario	NOUN
alkej-932	132	5	1	1	NUM
alkej-932	132	6	had	have	VERB
alkej-932	132	7	a	a	DET
alkej-932	132	8	small	small	ADJ
alkej-932	132	9	input	input	NOUN
alkej-932	132	10	that	that	PRON
alkej-932	132	11	had	have	VERB
alkej-932	132	12	5	5	NUM
alkej-932	132	13	tasks	task	NOUN
alkej-932	132	14	and	and	CCONJ
alkej-932	132	15	2	2	NUM
alkej-932	132	16	processors	processor	NOUN
alkej-932	132	17	,	,	PUNCT
alkej-932	132	18	whereas	whereas	SCONJ
alkej-932	132	19	scenario	scenario	NOUN
alkej-932	132	20	3	3	NUM
alkej-932	132	21	had	have	VERB
alkej-932	132	22	a	a	DET
alkej-932	132	23	larger	large	ADJ
alkej-932	132	24	input	input	NOUN
alkej-932	132	25	that	that	PRON
alkej-932	132	26	had	have	VERB
alkej-932	132	27	12	12	NUM
alkej-932	132	28	tasks	task	NOUN
alkej-932	132	29	and	and	CCONJ
alkej-932	132	30	4	4	NUM
alkej-932	132	31	processors	processor	NOUN
alkej-932	132	32	.	.	PUNCT
alkej-932	133	1	the	the	DET
alkej-932	133	2	outcomes	outcome	NOUN
alkej-932	133	3	of	of	ADP
alkej-932	133	4	the	the	DET
alkej-932	133	5	scheduler	scheduler	NOUN
alkej-932	133	6	’s	’s	PART
alkej-932	133	7	flexibility	flexibility	NOUN
alkej-932	133	8	and	and	CCONJ
alkej-932	133	9	scalability	scalability	NOUN
alkej-932	133	10	disclosed	disclose	VERB
alkej-932	133	11	the	the	DET
alkej-932	133	12	strengths	strength	NOUN
alkej-932	133	13	and	and	CCONJ
alkej-932	133	14	weaknesses	weakness	NOUN
alkej-932	133	15	.	.	PUNCT
alkej-932	134	1	the	the	DET
alkej-932	134	2	results	result	NOUN
alkej-932	134	3	provide	provide	VERB
alkej-932	134	4	a	a	DET
alkej-932	134	5	full	full	ADV
alkej-932	134	6	-	-	PUNCT
alkej-932	134	7	fledged	fledged	ADJ
alkej-932	134	8	vision	vision	NOUN
alkej-932	134	9	of	of	ADP
alkej-932	134	10	the	the	DET
alkej-932	134	11	workings	working	NOUN
alkej-932	134	12	of	of	ADP
alkej-932	134	13	the	the	DET
alkej-932	134	14	task	task	NOUN
alkej-932	134	15	scheduler	scheduler	NOUN
alkej-932	134	16	under	under	ADP
alkej-932	134	17	the	the	DET
alkej-932	134	18	various	various	ADJ
alkej-932	134	19	circumstances	circumstance	NOUN
alkej-932	134	20	and	and	CCONJ
alkej-932	134	21	outline	outline	VERB
alkej-932	134	22	the	the	DET
alkej-932	134	23	optimizations	optimization	NOUN
alkej-932	134	24	and	and	CCONJ
alkej-932	134	25	improvements	improvement	NOUN
alkej-932	134	26	to	to	PART
alkej-932	134	27	be	be	AUX
alkej-932	134	28	implemented	implement	VERB
alkej-932	134	29	in	in	ADP
alkej-932	134	30	future	future	ADJ
alkej-932	134	31	works	work	NOUN
alkej-932	134	32	.	.	PUNCT
alkej-932	135	1	5	5	X
alkej-932	135	2	.	.	X
alkej-932	135	3	results	result	NOUN
alkej-932	135	4	and	and	CCONJ
alkej-932	135	5	discussion	discussion	NOUN
alkej-932	135	6	the	the	DET
alkej-932	135	7	proposed	propose	VERB
alkej-932	135	8	multitask	multitask	ADJ
alkej-932	135	9	scheduler	scheduler	NOUN
alkej-932	135	10	was	be	AUX
alkej-932	135	11	evaluated	evaluate	VERB
alkej-932	135	12	under	under	ADP
alkej-932	135	13	three	three	NUM
alkej-932	135	14	distinct	distinct	ADJ
alkej-932	135	15	experimental	experimental	ADJ
alkej-932	135	16	scenarios	scenario	NOUN
alkej-932	135	17	to	to	PART
alkej-932	135	18	assess	assess	VERB
alkej-932	135	19	its	its	PRON
alkej-932	135	20	performance	performance	NOUN
alkej-932	135	21	across	across	ADP
alkej-932	135	22	varying	vary	VERB
alkej-932	135	23	workloads	workload	NOUN
alkej-932	135	24	and	and	CCONJ
alkej-932	135	25	resource	resource	NOUN
alkej-932	135	26	configurations	configuration	NOUN
alkej-932	135	27	:	:	PUNCT
alkej-932	135	28	the	the	DET
alkej-932	135	29	experimental	experimental	ADJ
alkej-932	135	30	conditions	condition	NOUN
alkej-932	135	31	assessed	assess	VERB
alkej-932	135	32	tasks	task	NOUN
alkej-932	135	33	with	with	ADP
alkej-932	135	34	five	five	NUM
alkej-932	135	35	processes	process	NOUN
alkej-932	135	36	running	run	VERB
alkej-932	135	37	on	on	ADP
alkej-932	135	38	2	2	NUM
alkej-932	135	39	processors	processor	NOUN
alkej-932	135	40	for	for	ADP
alkej-932	135	41	small	small	ADJ
alkej-932	135	42	workloads	workload	NOUN
alkej-932	135	43	,	,	PUNCT
alkej-932	135	44	12	12	NUM
alkej-932	135	45	tasks	task	NOUN
alkej-932	135	46	distributed	distribute	VERB
alkej-932	135	47	across	across	ADP
alkej-932	135	48	4	4	NUM
alkej-932	135	49	processors	processor	NOUN
alkej-932	135	50	for	for	ADP
alkej-932	135	51	medium	medium	ADJ
alkej-932	135	52	workloads	workload	NOUN
alkej-932	135	53	and	and	CCONJ
alkej-932	135	54	20	20	NUM
alkej-932	135	55	tasks	task	NOUN
alkej-932	135	56	spread	spread	VERB
alkej-932	135	57	across	across	ADP
alkej-932	135	58	6	6	NUM
alkej-932	135	59	processors	processor	NOUN
alkej-932	135	60	for	for	ADP
alkej-932	135	61	large	large	ADJ
alkej-932	135	62	workloads	workload	NOUN
alkej-932	135	63	.	.	PUNCT
alkej-932	136	1	the	the	DET
alkej-932	136	2	experimental	experimental	ADJ
alkej-932	136	3	setups	setup	NOUN
alkej-932	136	4	evaluated	evaluate	VERB
alkej-932	136	5	the	the	DET
alkej-932	136	6	proposed	propose	VERB
alkej-932	136	7	scheduler	scheduler	NOUN
alkej-932	136	8	with	with	ADP
alkej-932	136	9	uniform	uniform	ADJ
alkej-932	136	10	task	task	NOUN
alkej-932	136	11	populations	population	NOUN
alkej-932	136	12	between	between	ADP
alkej-932	136	13	5	5	NUM
alkej-932	136	14	and	and	CCONJ
alkej-932	136	15	20	20	NUM
alkej-932	136	16	along	along	ADP
alkej-932	136	17	with	with	ADP
alkej-932	136	18	differing	differ	VERB
alkej-932	136	19	cpu	cpu	NOUN
alkej-932	136	20	capacities	capacity	NOUN
alkej-932	136	21	in	in	ADP
alkej-932	136	22	simulated	simulated	ADJ
alkej-932	136	23	realworld	realworld	PROPN
alkej-932	136	24	conditions	condition	NOUN
alkej-932	136	25	.	.	PUNCT
alkej-932	137	1	process	process	NOUN
alkej-932	137	2	execution	execution	NOUN
alkej-932	137	3	times	time	NOUN
alkej-932	137	4	,	,	PUNCT
alkej-932	137	5	cpu	cpu	VERB
alkej-932	137	6	usage	usage	NOUN
alkej-932	137	7	data	datum	NOUN
alkej-932	137	8	and	and	CCONJ
alkej-932	137	9	task	task	NOUN
alkej-932	137	10	distribution	distribution	NOUN
alkej-932	137	11	fairness	fairness	NOUN
alkej-932	137	12	became	become	VERB
alkej-932	137	13	the	the	DET
alkej-932	137	14	key	key	ADJ
alkej-932	137	15	measurement	measurement	NOUN
alkej-932	137	16	points	point	NOUN
alkej-932	137	17	throughout	throughout	ADP
alkej-932	137	18	the	the	DET
alkej-932	137	19	testing	testing	NOUN
alkej-932	137	20	.	.	PUNCT
alkej-932	138	1	in	in	ADP
alkej-932	138	2	all	all	DET
alkej-932	138	3	the	the	DET
alkej-932	138	4	experimental	experimental	ADJ
alkej-932	138	5	scenarios	scenario	NOUN
alkej-932	138	6	,	,	PUNCT
alkej-932	138	7	the	the	DET
alkej-932	138	8	proposed	propose	VERB
alkej-932	138	9	scheduler	scheduler	NOUN
alkej-932	138	10	demonstrated	demonstrate	VERB
alkej-932	138	11	superior	superior	ADJ
alkej-932	138	12	execution	execution	NOUN
alkej-932	138	13	time	time	NOUN
alkej-932	138	14	capabilities	capability	NOUN
alkej-932	138	15	than	than	ADP
alkej-932	138	16	traditional	traditional	ADJ
alkej-932	138	17	scheduling	scheduling	NOUN
alkej-932	138	18	techniques	technique	NOUN
alkej-932	138	19	,	,	PUNCT
alkej-932	138	20	particularly	particularly	ADV
alkej-932	138	21	round	round	NOUN
alkej-932	138	22	-	-	PUNCT
alkej-932	138	23	robin	robin	PROPN
alkej-932	138	24	and	and	CCONJ
alkej-932	138	25	priority	priority	NOUN
alkej-932	138	26	-	-	PUNCT
alkej-932	138	27	based	base	VERB
alkej-932	138	28	approaches	approach	NOUN
alkej-932	138	29	,	,	PUNCT
alkej-932	138	30	and	and	CCONJ
alkej-932	138	31	led	lead	VERB
alkej-932	138	32	to	to	ADP
alkej-932	138	33	performance	performance	NOUN
alkej-932	138	34	improvements	improvement	NOUN
alkej-932	138	35	of	of	ADP
alkej-932	138	36	15	15	NUM
alkej-932	138	37	%	%	NOUN
alkej-932	138	38	,	,	PUNCT
alkej-932	138	39	23	23	NUM
alkej-932	138	40	%	%	NOUN
alkej-932	138	41	and	and	CCONJ
alkej-932	138	42	28	28	NUM
alkej-932	138	43	%	%	NOUN
alkej-932	138	44	for	for	ADP
alkej-932	138	45	smallto	smallto	NOUN
alkej-932	138	46	large	large	ADJ
alkej-932	138	47	-	-	PUNCT
alkej-932	138	48	dimension	dimension	NOUN
alkej-932	138	49	workloads	workload	NOUN
alkej-932	138	50	.	.	PUNCT
alkej-932	139	1	the	the	DET
alkej-932	139	2	algorithm	algorithm	NOUN
alkej-932	139	3	showed	show	VERB
alkej-932	139	4	optimally	optimally	ADV
alkej-932	139	5	distributed	distribute	VERB
alkej-932	139	6	processor	processor	NOUN
alkej-932	139	7	usage	usage	NOUN
alkej-932	139	8	during	during	ADP
alkej-932	139	9	the	the	DET
alkej-932	139	10	large	large	ADJ
alkej-932	139	11	-	-	PUNCT
alkej-932	139	12	scale	scale	NOUN
alkej-932	139	13	test	test	NOUN
alkej-932	139	14	that	that	PRON
alkej-932	139	15	delivered	deliver	VERB
alkej-932	139	16	85	85	NUM
alkej-932	139	17	%	%	NOUN
alkej-932	139	18	processor	processor	NOUN
alkej-932	139	19	utilization	utilization	NOUN
alkej-932	139	20	compared	compare	VERB
alkej-932	139	21	with	with	ADP
alkej-932	139	22	round	round	NOUN
alkej-932	139	23	-	-	PUNCT
alkej-932	139	24	robin	robin	NOUN
alkej-932	139	25	’s	’s	PART
alkej-932	139	26	70	70	NUM
alkej-932	139	27	%	%	NOUN
alkej-932	139	28	that	that	PRON
alkej-932	139	29	produced	produce	VERB
alkej-932	139	30	underused	underused	ADJ
alkej-932	139	31	processors	processor	NOUN
alkej-932	139	32	.	.	PUNCT
alkej-932	140	1	higher	high	ADJ
alkej-932	140	2	fairness	fairness	NOUN
alkej-932	140	3	in	in	ADP
alkej-932	140	4	task	task	NOUN
alkej-932	140	5	completion	completion	NOUN
alkej-932	140	6	emerged	emerge	VERB
alkej-932	140	7	from	from	ADP
alkej-932	140	8	the	the	DET
alkej-932	140	9	scheduler	scheduler	NOUN
alkej-932	140	10	because	because	SCONJ
alkej-932	140	11	resources	resource	NOUN
alkej-932	140	12	were	be	AUX
alkej-932	140	13	redistributed	redistribute	VERB
alkej-932	140	14	towards	towards	ADP
alkej-932	140	15	tasks	task	NOUN
alkej-932	140	16	with	with	ADP
alkej-932	140	17	higher	high	ADJ
alkej-932	140	18	instruction	instruction	NOUN
alkej-932	140	19	counts	count	NOUN
alkej-932	140	20	.	.	PUNCT
alkej-932	141	1	this	this	DET
alkej-932	141	2	approach	approach	NOUN
alkej-932	141	3	eliminated	eliminate	VERB
alkej-932	141	4	delays	delay	NOUN
alkej-932	141	5	and	and	CCONJ
alkej-932	141	6	congestions	congestion	NOUN
alkej-932	141	7	.	.	PUNCT
alkej-932	142	1	the	the	DET
alkej-932	142	2	results	result	NOUN
alkej-932	142	3	in	in	ADP
alkej-932	142	4	figure	figure	NOUN
alkej-932	142	5	2	2	NUM
alkej-932	142	6	and	and	CCONJ
alkej-932	142	7	an	an	DET
alkej-932	142	8	execution	execution	NOUN
alkej-932	142	9	time	time	NOUN
alkej-932	142	10	reduction	reduction	NOUN
alkej-932	142	11	from	from	ADP
alkej-932	142	12	10.5	10.5	NUM
alkej-932	142	13	s	s	NOUN
alkej-932	142	14	to	to	ADP
alkej-932	142	15	8.1	8.1	NUM
alkej-932	142	16	s	s	NOUN
alkej-932	142	17	demonstrated	demonstrate	VERB
alkej-932	142	18	the	the	DET
alkej-932	142	19	medium	medium	ADJ
alkej-932	142	20	-	-	PUNCT
alkej-932	142	21	scale	scale	NOUN
alkej-932	142	22	scenario	scenario	NOUN
alkej-932	142	23	benefits	benefit	NOUN
alkej-932	142	24	achieved	achieve	VERB
alkej-932	142	25	by	by	ADP
alkej-932	142	26	using	use	VERB
alkej-932	142	27	the	the	DET
alkej-932	142	28	proposed	propose	VERB
alkej-932	142	29	scheduler	scheduler	NOUN
alkej-932	142	30	.	.	PUNCT
alkej-932	143	1	the	the	DET
alkej-932	143	2	scheduler	scheduler	NOUN
alkej-932	143	3	demonstrated	demonstrate	VERB
alkej-932	143	4	improved	improve	VERB
alkej-932	143	5	workload	workload	NOUN
alkej-932	143	6	distribution	distribution	NOUN
alkej-932	143	7	capabilities	capability	NOUN
alkej-932	143	8	combined	combine	VERB
alkej-932	143	9	with	with	ADP
alkej-932	143	10	reduced	reduced	ADJ
alkej-932	143	11	idle	idle	ADJ
alkej-932	143	12	periods	period	NOUN
alkej-932	143	13	and	and	CCONJ
alkej-932	143	14	enhanced	enhance	VERB
alkej-932	143	15	scalability	scalability	NOUN
alkej-932	143	16	across	across	ADP
alkej-932	143	17	various	various	ADJ
alkej-932	143	18	workload	workload	NOUN
alkej-932	143	19	dimensions	dimension	NOUN
alkej-932	143	20	to	to	PART
alkej-932	143	21	improve	improve	VERB
alkej-932	143	22	execution	execution	NOUN
alkej-932	143	23	times	time	NOUN
alkej-932	143	24	and	and	CCONJ
alkej-932	143	25	resource	resource	NOUN
alkej-932	143	26	usage	usage	NOUN
alkej-932	143	27	performance	performance	NOUN
alkej-932	143	28	compared	compare	VERB
alkej-932	143	29	with	with	ADP
alkej-932	143	30	established	establish	VERB
alkej-932	143	31	methods	method	NOUN
alkej-932	143	32	.	.	PUNCT
alkej-932	144	1	the	the	DET
alkej-932	144	2	distribution	distribution	NOUN
alkej-932	144	3	task	task	NOUN
alkej-932	144	4	schedule	schedule	NOUN
alkej-932	144	5	across	across	ADP
alkej-932	144	6	four	four	NUM
alkej-932	144	7	processors	processor	NOUN
alkej-932	144	8	(	(	PUNCT
alkej-932	144	9	p1	p1	NOUN
alkej-932	144	10	,	,	PUNCT
alkej-932	144	11	p2	p2	NOUN
alkej-932	144	12	,	,	PUNCT
alkej-932	144	13	p3	p3	NOUN
alkej-932	144	14	and	and	CCONJ
alkej-932	144	15	p4	p4	ADJ
alkej-932	144	16	)	)	PUNCT
alkej-932	144	17	is	be	AUX
alkej-932	144	18	presented	present	VERB
alkej-932	144	19	in	in	ADP
alkej-932	144	20	figure	figure	NOUN
alkej-932	144	21	2	2	NUM
alkej-932	144	22	.	.	PUNCT
alkej-932	145	1	analyses	analysis	NOUN
alkej-932	145	2	of	of	ADP
alkej-932	145	3	the	the	DET
alkej-932	145	4	execution	execution	NOUN
alkej-932	145	5	data	datum	NOUN
alkej-932	145	6	reveal	reveal	VERB
alkej-932	145	7	effective	effective	ADJ
alkej-932	145	8	processor	processor	NOUN
alkej-932	145	9	task	task	NOUN
alkej-932	145	10	distribution	distribution	NOUN
alkej-932	145	11	with	with	ADP
alkej-932	145	12	low	low	ADJ
alkej-932	145	13	periods	period	NOUN
alkej-932	145	14	of	of	ADP
alkej-932	145	15	inactive	inactive	ADJ
alkej-932	145	16	processing	processing	NOUN
alkej-932	145	17	time	time	NOUN
alkej-932	145	18	.	.	PUNCT
alkej-932	146	1	processor	processor	NOUN
alkej-932	146	2	p1	p1	PROPN
alkej-932	146	3	operates	operate	VERB
alkej-932	146	4	under	under	ADP
alkej-932	146	5	heavy	heavy	ADJ
alkej-932	146	6	processing	processing	NOUN
alkej-932	146	7	requirements	requirement	NOUN
alkej-932	146	8	through	through	ADP
alkej-932	146	9	continuous	continuous	ADJ
alkej-932	146	10	task	task	NOUN
alkej-932	146	11	execution	execution	NOUN
alkej-932	146	12	showing	show	VERB
alkej-932	146	13	occasional	occasional	ADJ
alkej-932	146	14	timing	timing	NOUN
alkej-932	146	15	overlap	overlap	NOUN
alkej-932	146	16	between	between	ADP
alkej-932	146	17	tasks	task	NOUN
alkej-932	146	18	.	.	PUNCT
alkej-932	147	1	the	the	DET
alkej-932	147	2	workload	workload	NOUN
alkej-932	147	3	in	in	ADP
alkej-932	147	4	p4	p4	ADJ
alkej-932	147	5	shows	show	NOUN
alkej-932	147	6	through	through	ADP
alkej-932	147	7	its	its	PRON
alkej-932	147	8	decreased	decrease	VERB
alkej-932	147	9	overall	overall	ADJ
alkej-932	147	10	task	task	NOUN
alkej-932	147	11	duration	duration	NOUN
alkej-932	147	12	.	.	PUNCT
alkej-932	148	1	the	the	DET
alkej-932	148	2	scheduler	scheduler	NOUN
alkej-932	148	3	exhibits	exhibit	VERB
alkej-932	148	4	excellent	excellent	ADJ
alkej-932	148	5	performance	performance	NOUN
alkej-932	148	6	because	because	SCONJ
alkej-932	148	7	tasks	task	NOUN
alkej-932	148	8	are	be	AUX
alkej-932	148	9	distributed	distribute	VERB
alkej-932	148	10	fairly	fairly	ADV
alkej-932	148	11	amongst	amongst	ADP
alkej-932	148	12	processing	processing	NOUN
alkej-932	148	13	units	unit	NOUN
alkej-932	148	14	by	by	ADP
alkej-932	148	15	using	use	VERB
alkej-932	148	16	target	target	NOUN
alkej-932	148	17	instruction	instruction	NOUN
alkej-932	148	18	counts	count	NOUN
alkej-932	148	19	and	and	CCONJ
alkej-932	148	20	available	available	ADJ
alkej-932	148	21	resources	resource	NOUN
alkej-932	148	22	.	.	PUNCT
alkej-932	149	1	the	the	DET
alkej-932	149	2	distribution	distribution	NOUN
alkej-932	149	3	system	system	NOUN
alkej-932	149	4	assigns	assign	NOUN
alkej-932	149	5	workloads	workload	NOUN
alkej-932	149	6	between	between	ADP
alkej-932	149	7	processing	process	VERB
alkej-932	149	8	units	unit	NOUN
alkej-932	149	9	to	to	PART
alkej-932	149	10	prevent	prevent	VERB
alkej-932	149	11	any	any	DET
alkej-932	149	12	unit	unit	NOUN
alkej-932	149	13	from	from	ADP
alkej-932	149	14	receiving	receive	VERB
alkej-932	149	15	an	an	DET
alkej-932	149	16	excessive	excessive	ADJ
alkej-932	149	17	workload	workload	NOUN
alkej-932	149	18	.	.	PUNCT
alkej-932	150	1	the	the	DET
alkej-932	150	2	task	task	NOUN
alkej-932	150	3	structures	structure	NOUN
alkej-932	150	4	of	of	ADP
alkej-932	150	5	p2	p2	PROPN
alkej-932	150	6	and	and	CCONJ
alkej-932	150	7	p3	p3	PROPN
alkej-932	150	8	display	display	VERB
alkej-932	150	9	a	a	DET
alkej-932	150	10	regular	regular	ADJ
alkej-932	150	11	pattern	pattern	NOUN
alkej-932	150	12	where	where	SCONJ
alkej-932	150	13	distinct	distinct	ADJ
alkej-932	150	14	instructions	instruction	NOUN
alkej-932	150	15	are	be	AUX
alkej-932	150	16	distributed	distribute	VERB
alkej-932	150	17	to	to	PART
alkej-932	150	18	separate	separate	VERB
alkej-932	150	19	processors	processor	NOUN
alkej-932	150	20	to	to	PART
alkej-932	150	21	prevent	prevent	VERB
alkej-932	150	22	resource	resource	NOUN
alkej-932	150	23	conflicts	conflict	NOUN
alkej-932	150	24	.	.	PUNCT
alkej-932	151	1	the	the	DET
alkej-932	151	2	observed	observe	VERB
alkej-932	151	3	sequential	sequential	ADJ
alkej-932	151	4	execution	execution	NOUN
alkej-932	151	5	on	on	ADP
alkej-932	151	6	p2	p2	PROPN
alkej-932	151	7	and	and	CCONJ
alkej-932	151	8	p3	p3	NOUN
alkej-932	151	9	points	point	NOUN
alkej-932	151	10	to	to	ADP
alkej-932	151	11	scheduling	scheduling	NOUN
alkej-932	151	12	-	-	PUNCT
alkej-932	151	13	based	base	VERB
alkej-932	151	14	dependency	dependency	NOUN
alkej-932	151	15	management	management	NOUN
alkej-932	151	16	within	within	ADP
alkej-932	151	17	the	the	DET
alkej-932	151	18	system	system	NOUN
alkej-932	151	19	.	.	PUNCT
alkej-932	152	1	the	the	DET
alkej-932	152	2	scheduler	scheduler	NOUN
alkej-932	152	3	transforms	transform	VERB
alkej-932	152	4	resource	resource	NOUN
alkej-932	152	5	distribution	distribution	NOUN
alkej-932	152	6	dynamically	dynamically	ADV
alkej-932	152	7	,	,	PUNCT
alkej-932	152	8	which	which	PRON
alkej-932	152	9	becomes	become	VERB
alkej-932	152	10	evident	evident	ADJ
alkej-932	152	11	through	through	ADP
alkej-932	152	12	p1	p1	PROPN
alkej-932	152	13	’s	’s	PART
alkej-932	152	14	overlapping	overlap	VERB
alkej-932	152	15	session	session	NOUN
alkej-932	152	16	times	time	NOUN
alkej-932	152	17	and	and	CCONJ
alkej-932	152	18	p3	p3	PROPN
alkej-932	152	19	’s	’s	PART
alkej-932	152	20	synchronized	synchronize	VERB
alkej-932	152	21	execution	execution	NOUN
alkej-932	152	22	sequence	sequence	NOUN
alkej-932	152	23	with	with	ADP
alkej-932	152	24	p4	p4	ADJ
alkej-932	152	25	.	.	PUNCT
alkej-932	153	1	heba	heba	PROPN
alkej-932	153	2	m.	m.	PROPN
alkej-932	153	3	fadhil	fadhil	PROPN
alkej-932	153	4	al	al	PROPN
alkej-932	153	5	-	-	PUNCT
alkej-932	153	6	khwarizmi	khwarizmi	PROPN
alkej-932	153	7	engineering	engineering	NOUN
alkej-932	153	8	journal	journal	PROPN
alkej-932	153	9	,	,	PUNCT
alkej-932	153	10	vol	vol	NOUN
alkej-932	153	11	.	.	PROPN
alkej-932	153	12	21	21	NUM
alkej-932	153	13	,	,	PUNCT
alkej-932	153	14	no.3	no.3	VERB
alkej-932	153	15	,	,	PUNCT
alkej-932	153	16	pp	pp	ADJ
alkej-932	153	17	.	.	PUNCT
alkej-932	153	18	2534	2534	NUM
alkej-932	153	19	(	(	PUNCT
alkej-932	153	20	2025	2025	NUM
alkej-932	153	21	)	)	PUNCT
alkej-932	153	22	31	31	NUM
alkej-932	153	23	fig	fig	NOUN
alkej-932	153	24	.	.	PUNCT
alkej-932	154	1	2	2	X
alkej-932	154	2	.	.	X
alkej-932	154	3	scheduling	scheduling	NOUN
alkej-932	154	4	results	result	NOUN
alkej-932	154	5	of	of	ADP
alkej-932	154	6	10	10	NUM
alkej-932	154	7	task	task	NOUN
alkej-932	154	8	configuration	configuration	NOUN
alkej-932	154	9	a	a	DET
alkej-932	154	10	distribution	distribution	NOUN
alkej-932	154	11	pattern	pattern	NOUN
alkej-932	154	12	like	like	ADP
alkej-932	154	13	the	the	DET
alkej-932	154	14	first	first	ADJ
alkej-932	154	15	is	be	AUX
alkej-932	154	16	observed	observe	VERB
alkej-932	154	17	in	in	ADP
alkej-932	154	18	the	the	DET
alkej-932	154	19	second	second	ADJ
alkej-932	154	20	set	set	NOUN
alkej-932	154	21	of	of	ADP
alkej-932	154	22	results	result	NOUN
alkej-932	154	23	with	with	ADP
alkej-932	154	24	an	an	DET
alkej-932	154	25	additional	additional	ADJ
alkej-932	154	26	processor	processor	NOUN
alkej-932	154	27	(	(	PUNCT
alkej-932	154	28	processor	processor	NOUN
alkej-932	154	29	3	3	NUM
alkej-932	154	30	)	)	PUNCT
alkej-932	154	31	.	.	PUNCT
alkej-932	155	1	the	the	DET
alkej-932	155	2	algorithm	algorithm	NOUN
alkej-932	155	3	allocates	allocate	VERB
alkej-932	155	4	jobs	job	NOUN
alkej-932	155	5	0	0	NUM
alkej-932	155	6	,	,	PUNCT
alkej-932	155	7	1	1	NUM
alkej-932	155	8	,	,	PUNCT
alkej-932	155	9	6	6	NUM
alkej-932	155	10	,	,	PUNCT
alkej-932	155	11	2	2	NUM
alkej-932	155	12	,	,	PUNCT
alkej-932	155	13	7	7	NUM
alkej-932	155	14	and	and	CCONJ
alkej-932	155	15	10	10	NUM
alkej-932	155	16	to	to	PART
alkej-932	155	17	processor	processor	VERB
alkej-932	155	18	0	0	NUM
alkej-932	155	19	;	;	PUNCT
alkej-932	155	20	jobs	job	NOUN
alkej-932	155	21	3	3	NUM
alkej-932	155	22	,	,	PUNCT
alkej-932	155	23	4	4	NUM
alkej-932	155	24	and	and	CCONJ
alkej-932	155	25	8	8	NUM
alkej-932	155	26	to	to	PART
alkej-932	155	27	processor	processor	VERB
alkej-932	155	28	1	1	NUM
alkej-932	155	29	;	;	PUNCT
alkej-932	155	30	jobs	job	NOUN
alkej-932	155	31	5	5	NUM
alkej-932	155	32	and	and	CCONJ
alkej-932	155	33	9	9	NUM
alkej-932	155	34	to	to	PART
alkej-932	155	35	processor	processor	VERB
alkej-932	155	36	2	2	NUM
alkej-932	155	37	and	and	CCONJ
alkej-932	155	38	job	job	NOUN
alkej-932	155	39	11	11	NUM
alkej-932	155	40	to	to	PART
alkej-932	155	41	processor	processor	VERB
alkej-932	155	42	3	3	NUM
alkej-932	155	43	.	.	PUNCT
alkej-932	156	1	this	this	DET
alkej-932	156	2	approach	approach	NOUN
alkej-932	156	3	is	be	AUX
alkej-932	156	4	scalable	scalable	ADJ
alkej-932	156	5	because	because	SCONJ
alkej-932	156	6	it	it	PRON
alkej-932	156	7	allows	allow	VERB
alkej-932	156	8	more	more	ADJ
alkej-932	156	9	tasks	task	NOUN
alkej-932	156	10	and	and	CCONJ
alkej-932	156	11	processors	processor	NOUN
alkej-932	156	12	to	to	PART
alkej-932	156	13	be	be	AUX
alkej-932	156	14	taken	take	VERB
alkej-932	156	15	whilst	whilst	SCONJ
alkej-932	156	16	the	the	DET
alkej-932	156	17	scheduling	scheduling	NOUN
alkej-932	156	18	remains	remain	VERB
alkej-932	156	19	efficient	efficient	ADJ
alkej-932	156	20	,	,	PUNCT
alkej-932	156	21	as	as	SCONJ
alkej-932	156	22	illustrated	illustrate	VERB
alkej-932	156	23	in	in	ADP
alkej-932	156	24	figure	figure	NOUN
alkej-932	156	25	3	3	NUM
alkej-932	156	26	.	.	PUNCT
alkej-932	156	27	fig	fig	NOUN
alkej-932	156	28	.	.	PUNCT
alkej-932	157	1	3	3	X
alkej-932	157	2	.	.	X
alkej-932	157	3	scheduling	scheduling	NOUN
alkej-932	157	4	results	result	NOUN
alkej-932	157	5	of	of	ADP
alkej-932	157	6	12	12	NUM
alkej-932	157	7	task	task	NOUN
alkej-932	157	8	configurations	configuration	NOUN
alkej-932	157	9	in	in	ADP
alkej-932	157	10	the	the	DET
alkej-932	157	11	third	third	ADJ
alkej-932	157	12	set	set	NOUN
alkej-932	157	13	of	of	ADP
alkej-932	157	14	results	result	NOUN
alkej-932	157	15	,	,	PUNCT
alkej-932	157	16	a	a	DET
alkej-932	157	17	more	more	ADV
alkej-932	157	18	varied	varied	ADJ
alkej-932	157	19	task	task	NOUN
alkej-932	157	20	allocation	allocation	NOUN
alkej-932	157	21	across	across	ADP
alkej-932	157	22	processors	processor	NOUN
alkej-932	157	23	is	be	AUX
alkej-932	157	24	seen	see	VERB
alkej-932	157	25	.	.	PUNCT
alkej-932	158	1	processors	processor	NOUN
alkej-932	158	2	0	0	NUM
alkej-932	158	3	,	,	PUNCT
alkej-932	158	4	1	1	NUM
alkej-932	158	5	and	and	CCONJ
alkej-932	158	6	2	2	NUM
alkej-932	158	7	execute	execute	NOUN
alkej-932	158	8	jobs	job	NOUN
alkej-932	158	9	0	0	NUM
alkej-932	158	10	,	,	PUNCT
alkej-932	158	11	9	9	NUM
alkej-932	158	12	,	,	PUNCT
alkej-932	158	13	1	1	NUM
alkej-932	158	14	,	,	PUNCT
alkej-932	158	15	2	2	NUM
alkej-932	158	16	,	,	PUNCT
alkej-932	158	17	12	12	NUM
alkej-932	158	18	and	and	CCONJ
alkej-932	158	19	3	3	NUM
alkej-932	158	20	;	;	PUNCT
alkej-932	158	21	jobs	job	NOUN
alkej-932	158	22	6	6	NUM
alkej-932	158	23	,	,	PUNCT
alkej-932	158	24	10	10	NUM
alkej-932	158	25	,	,	PUNCT
alkej-932	158	26	4	4	NUM
alkej-932	158	27	and	and	CCONJ
alkej-932	158	28	5	5	NUM
alkej-932	158	29	;	;	PUNCT
alkej-932	158	30	and	and	CCONJ
alkej-932	158	31	jobs	job	NOUN
alkej-932	158	32	7	7	NUM
alkej-932	158	33	,	,	PUNCT
alkej-932	158	34	13	13	NUM
alkej-932	158	35	and	and	CCONJ
alkej-932	158	36	11	11	NUM
alkej-932	158	37	,	,	PUNCT
alkej-932	158	38	respectively	respectively	ADV
alkej-932	158	39	.	.	PUNCT
alkej-932	159	1	task	task	NOUN
alkej-932	159	2	8	8	NUM
alkej-932	159	3	is	be	AUX
alkej-932	159	4	assigned	assign	VERB
alkej-932	159	5	to	to	PART
alkej-932	159	6	processor	processor	VERB
alkej-932	159	7	3	3	NUM
alkej-932	159	8	as	as	ADV
alkej-932	159	9	well	well	ADV
alkej-932	159	10	.	.	PUNCT
alkej-932	160	1	the	the	DET
alkej-932	160	2	algorithm	algorithm	NOUN
alkej-932	160	3	also	also	ADV
alkej-932	160	4	exhibits	exhibit	VERB
alkej-932	160	5	varying	vary	VERB
alkej-932	160	6	task	task	NOUN
alkej-932	160	7	interdependencies	interdependency	NOUN
alkej-932	160	8	and	and	CCONJ
alkej-932	160	9	processor	processor	NOUN
alkej-932	160	10	capacity	capacity	NOUN
alkej-932	160	11	,	,	PUNCT
alkej-932	160	12	as	as	SCONJ
alkej-932	160	13	shown	show	VERB
alkej-932	160	14	in	in	ADP
alkej-932	160	15	figure	figure	NOUN
alkej-932	160	16	4	4	NUM
alkej-932	160	17	.	.	PUNCT
alkej-932	160	18	fig	fig	NOUN
alkej-932	160	19	.	.	PUNCT
alkej-932	161	1	4	4	X
alkej-932	161	2	.	.	X
alkej-932	161	3	scheduling	scheduling	NOUN
alkej-932	161	4	results	result	NOUN
alkej-932	161	5	of	of	ADP
alkej-932	161	6	14	14	NUM
alkej-932	161	7	task	task	NOUN
alkej-932	161	8	configuration	configuration	NOUN
alkej-932	161	9	other	other	ADJ
alkej-932	161	10	variations	variation	NOUN
alkej-932	161	11	in	in	ADP
alkej-932	161	12	tasking	task	VERB
alkej-932	161	13	approaches	approach	NOUN
alkej-932	161	14	are	be	AUX
alkej-932	161	15	found	find	VERB
alkej-932	161	16	in	in	ADP
alkej-932	161	17	further	further	ADJ
alkej-932	161	18	result	result	NOUN
alkej-932	161	19	sets	set	NOUN
alkej-932	161	20	.	.	PUNCT
alkej-932	162	1	processors	processor	NOUN
alkej-932	162	2	operate	operate	VERB
alkej-932	162	3	at	at	ADP
alkej-932	162	4	their	their	PRON
alkej-932	162	5	maximum	maximum	ADJ
alkej-932	162	6	capabilities	capability	NOUN
alkej-932	162	7	assuming	assume	VERB
alkej-932	162	8	the	the	DET
alkej-932	162	9	constraints	constraint	NOUN
alkej-932	162	10	and	and	CCONJ
alkej-932	162	11	processor	processor	NOUN
alkej-932	162	12	capabilities	capability	NOUN
alkej-932	162	13	remain	remain	VERB
alkej-932	162	14	constant	constant	ADJ
alkej-932	162	15	.	.	PUNCT
alkej-932	163	1	the	the	DET
alkej-932	163	2	algorithm	algorithm	NOUN
alkej-932	163	3	is	be	AUX
alkej-932	163	4	flexible	flexible	ADJ
alkej-932	163	5	with	with	ADP
alkej-932	163	6	allocating	allocate	VERB
alkej-932	163	7	tasks	task	NOUN
alkej-932	163	8	so	so	SCONJ
alkej-932	163	9	that	that	SCONJ
alkej-932	163	10	the	the	DET
alkej-932	163	11	workload	workload	NOUN
alkej-932	163	12	across	across	ADP
alkej-932	163	13	resources	resource	NOUN
alkej-932	163	14	is	be	AUX
alkej-932	163	15	distributed	distribute	VERB
alkej-932	163	16	optimally	optimally	ADV
alkej-932	163	17	,	,	PUNCT
alkej-932	163	18	which	which	PRON
alkej-932	163	19	results	result	VERB
alkej-932	163	20	in	in	ADP
alkej-932	163	21	minimum	minimum	ADJ
alkej-932	163	22	runtime	runtime	NOUN
alkej-932	163	23	and	and	CCONJ
alkej-932	163	24	enhanced	enhanced	ADJ
alkej-932	163	25	system	system	NOUN
alkej-932	163	26	performance	performance	NOUN
alkej-932	163	27	,	,	PUNCT
alkej-932	163	28	as	as	SCONJ
alkej-932	163	29	shown	show	VERB
alkej-932	163	30	in	in	ADP
alkej-932	163	31	figure	figure	NOUN
alkej-932	163	32	5	5	NUM
alkej-932	163	33	.	.	PUNCT
alkej-932	163	34	fig	fig	NOUN
alkej-932	163	35	.	.	PUNCT
alkej-932	164	1	5	5	X
alkej-932	164	2	.	.	X
alkej-932	164	3	scheduling	scheduling	NOUN
alkej-932	164	4	results	result	NOUN
alkej-932	164	5	of	of	ADP
alkej-932	164	6	16	16	NUM
alkej-932	164	7	task	task	NOUN
alkej-932	164	8	configurations	configuration	NOUN
alkej-932	164	9	consequently	consequently	ADV
alkej-932	164	10	,	,	PUNCT
alkej-932	164	11	the	the	DET
alkej-932	164	12	results	result	NOUN
alkej-932	164	13	substantiate	substantiate	VERB
alkej-932	164	14	scheduling	scheduling	NOUN
alkej-932	164	15	policy	policy	NOUN
alkej-932	164	16	efficiency	efficiency	NOUN
alkej-932	164	17	in	in	ADP
alkej-932	164	18	handling	handle	VERB
alkej-932	164	19	multitask	multitask	NOUN
alkej-932	164	20	running	run	VERB
alkej-932	164	21	across	across	ADP
alkej-932	164	22	heterogeneous	heterogeneous	ADJ
alkej-932	164	23	computational	computational	ADJ
alkej-932	164	24	environments	environment	NOUN
alkej-932	164	25	.	.	PUNCT
alkej-932	165	1	considering	consider	VERB
alkej-932	165	2	task	task	NOUN
alkej-932	165	3	dependencies	dependency	NOUN
alkej-932	165	4	and	and	CCONJ
alkej-932	165	5	processor	processor	NOUN
alkej-932	165	6	capabilities	capability	NOUN
alkej-932	165	7	,	,	PUNCT
alkej-932	165	8	the	the	DET
alkej-932	165	9	algorithm	algorithm	NOUN
alkej-932	165	10	allows	allow	VERB
alkej-932	165	11	rational	rational	ADJ
alkej-932	165	12	resource	resource	NOUN
alkej-932	165	13	use	use	NOUN
alkej-932	165	14	and	and	CCONJ
alkej-932	165	15	minimizes	minimize	VERB
alkej-932	165	16	execution	execution	NOUN
alkej-932	165	17	time	time	NOUN
alkej-932	165	18	.	.	PUNCT
alkej-932	166	1	however	however	ADV
alkej-932	166	2	,	,	PUNCT
alkej-932	166	3	more	more	ADV
alkej-932	166	4	fine	fine	ADV
alkej-932	166	5	-	-	PUNCT
alkej-932	166	6	grained	grain	VERB
alkej-932	166	7	analytical	analytical	ADJ
alkej-932	166	8	studies	study	NOUN
alkej-932	166	9	and	and	CCONJ
alkej-932	166	10	replicable	replicable	ADJ
alkej-932	166	11	experiments	experiment	NOUN
alkej-932	166	12	are	be	AUX
alkej-932	166	13	needed	need	VERB
alkej-932	166	14	to	to	PART
alkej-932	166	15	measure	measure	VERB
alkej-932	166	16	the	the	DET
alkej-932	166	17	algorithm	algorithm	NOUN
alkej-932	166	18	’s	’s	PART
alkej-932	166	19	performance	performance	NOUN
alkej-932	166	20	under	under	ADP
alkej-932	166	21	various	various	ADJ
alkej-932	166	22	workload	workload	NOUN
alkej-932	166	23	conditions	condition	NOUN
alkej-932	166	24	and	and	CCONJ
alkej-932	166	25	to	to	PART
alkej-932	166	26	compare	compare	VERB
alkej-932	166	27	its	its	PRON
alkej-932	166	28	scaling	scaling	NOUN
alkej-932	166	29	and	and	CCONJ
alkej-932	166	30	robustness	robustness	NOUN
alkej-932	166	31	under	under	ADP
alkej-932	166	32	complex	complex	ADJ
alkej-932	166	33	real	real	ADJ
alkej-932	166	34	-	-	PUNCT
alkej-932	166	35	world	world	NOUN
alkej-932	166	36	systems	system	NOUN
alkej-932	166	37	.	.	PUNCT
alkej-932	167	1	heba	heba	PROPN
alkej-932	167	2	m.	m.	PROPN
alkej-932	167	3	fadhil	fadhil	PROPN
alkej-932	167	4	al	al	PROPN
alkej-932	167	5	-	-	PUNCT
alkej-932	167	6	khwarizmi	khwarizmi	PROPN
alkej-932	167	7	engineering	engineering	NOUN
alkej-932	167	8	journal	journal	PROPN
alkej-932	167	9	,	,	PUNCT
alkej-932	167	10	vol	vol	NOUN
alkej-932	167	11	.	.	PROPN
alkej-932	167	12	21	21	NUM
alkej-932	167	13	,	,	PUNCT
alkej-932	167	14	no.3	no.3	VERB
alkej-932	167	15	,	,	PUNCT
alkej-932	167	16	pp	pp	ADJ
alkej-932	167	17	.	.	PUNCT
alkej-932	167	18	2534	2534	NUM
alkej-932	167	19	(	(	PUNCT
alkej-932	167	20	2025	2025	NUM
alkej-932	167	21	)	)	PUNCT
alkej-932	167	22	32	32	NUM
alkej-932	167	23	6	6	NUM
alkej-932	167	24	.	.	PUNCT
alkej-932	167	25	limitations	limitation	NOUN
alkej-932	167	26	and	and	CCONJ
alkej-932	167	27	future	future	ADJ
alkej-932	167	28	work	work	NOUN
alkej-932	167	29	although	although	SCONJ
alkej-932	167	30	the	the	DET
alkej-932	167	31	proposed	propose	VERB
alkej-932	167	32	scheduling	scheduling	NOUN
alkej-932	167	33	algorithm	algorithm	NOUN
alkej-932	167	34	shows	show	VERB
alkej-932	167	35	positive	positive	ADJ
alkej-932	167	36	outcomes	outcome	NOUN
alkej-932	167	37	,	,	PUNCT
alkej-932	167	38	some	some	DET
alkej-932	167	39	disadvantages	disadvantage	NOUN
alkej-932	167	40	that	that	PRON
alkej-932	167	41	should	should	AUX
alkej-932	167	42	be	be	AUX
alkej-932	167	43	taken	take	VERB
alkej-932	167	44	care	care	NOUN
alkej-932	167	45	of	of	ADP
alkej-932	167	46	require	require	NOUN
alkej-932	167	47	additional	additional	ADJ
alkej-932	167	48	research	research	NOUN
alkej-932	167	49	.	.	PUNCT
alkej-932	168	1	the	the	DET
alkej-932	168	2	algorithm	algorithm	NOUN
alkej-932	168	3	’s	’s	PART
alkej-932	168	4	performance	performance	NOUN
alkej-932	168	5	can	can	AUX
alkej-932	168	6	diverge	diverge	VERB
alkej-932	168	7	from	from	ADP
alkej-932	168	8	expectations	expectation	NOUN
alkej-932	168	9	due	due	ADP
alkej-932	168	10	to	to	ADP
alkej-932	168	11	the	the	DET
alkej-932	168	12	complexity	complexity	NOUN
alkej-932	168	13	of	of	ADP
alkej-932	168	14	the	the	DET
alkej-932	168	15	task	task	NOUN
alkej-932	168	16	dependencies	dependency	NOUN
alkej-932	168	17	and	and	CCONJ
alkej-932	168	18	initially	initially	ADV
alkej-932	168	19	the	the	DET
alkej-932	168	20	heterogeneity	heterogeneity	NOUN
alkej-932	168	21	of	of	ADP
alkej-932	168	22	the	the	DET
alkej-932	168	23	processor	processor	NOUN
alkej-932	168	24	capabilities	capability	NOUN
alkej-932	168	25	in	in	ADP
alkej-932	168	26	the	the	DET
alkej-932	168	27	beginning	beginning	NOUN
alkej-932	168	28	.	.	PUNCT
alkej-932	169	1	to	to	PART
alkej-932	169	2	keep	keep	VERB
alkej-932	169	3	the	the	DET
alkej-932	169	4	algorithm	algorithm	NOUN
alkej-932	169	5	running	run	VERB
alkej-932	169	6	in	in	ADP
alkej-932	169	7	a	a	DET
alkej-932	169	8	feasible	feasible	ADJ
alkej-932	169	9	time	time	NOUN
alkej-932	169	10	,	,	PUNCT
alkej-932	169	11	increasing	increase	VERB
alkej-932	169	12	the	the	DET
alkej-932	169	13	number	number	NOUN
alkej-932	169	14	of	of	ADP
alkej-932	169	15	processors	processor	NOUN
alkej-932	169	16	and	and	CCONJ
alkej-932	169	17	operations	operation	NOUN
alkej-932	169	18	beyond	beyond	ADP
alkej-932	169	19	need	need	NOUN
alkej-932	169	20	is	be	AUX
alkej-932	169	21	not	not	PART
alkej-932	169	22	advisable	advisable	ADJ
alkej-932	169	23	.	.	PUNCT
alkej-932	170	1	thus	thus	ADV
alkej-932	170	2	,	,	PUNCT
alkej-932	170	3	the	the	DET
alkej-932	170	4	scheduling	scheduling	NOUN
alkej-932	170	5	would	would	AUX
alkej-932	170	6	be	be	AUX
alkej-932	170	7	nonoptimal	nonoptimal	ADJ
alkej-932	170	8	,	,	PUNCT
alkej-932	170	9	and	and	CCONJ
alkej-932	170	10	the	the	DET
alkej-932	170	11	runtime	runtime	NOUN
alkej-932	170	12	would	would	AUX
alkej-932	170	13	become	become	VERB
alkej-932	170	14	longer	long	ADJ
alkej-932	170	15	.	.	PUNCT
alkej-932	171	1	to	to	PART
alkej-932	171	2	surmount	surmount	VERB
alkej-932	171	3	this	this	DET
alkej-932	171	4	defect	defect	NOUN
alkej-932	171	5	,	,	PUNCT
alkej-932	171	6	more	more	ADV
alkej-932	171	7	sophisticated	sophisticated	ADJ
alkej-932	171	8	scheduling	scheduling	NOUN
alkej-932	171	9	algorithms	algorithm	NOUN
alkej-932	171	10	that	that	PRON
alkej-932	171	11	can	can	AUX
alkej-932	171	12	handle	handle	VERB
alkej-932	171	13	complex	complex	ADJ
alkej-932	171	14	task	task	NOUN
alkej-932	171	15	dependencies	dependency	NOUN
alkej-932	171	16	and	and	CCONJ
alkej-932	171	17	diverse	diverse	ADJ
alkej-932	171	18	computing	computing	NOUN
alkej-932	171	19	environments	environment	NOUN
alkej-932	171	20	are	be	AUX
alkej-932	171	21	needed	need	VERB
alkej-932	171	22	.	.	PUNCT
alkej-932	172	1	in	in	ADP
alkej-932	172	2	addition	addition	NOUN
alkej-932	172	3	,	,	PUNCT
alkej-932	172	4	the	the	DET
alkej-932	172	5	current	current	ADJ
alkej-932	172	6	algorithm	algorithm	NOUN
alkej-932	172	7	may	may	AUX
alkej-932	172	8	not	not	PART
alkej-932	172	9	completely	completely	ADV
alkej-932	172	10	handle	handle	VERB
alkej-932	172	11	dynamic	dynamic	ADJ
alkej-932	172	12	changes	change	NOUN
alkej-932	172	13	of	of	ADP
alkej-932	172	14	workload	workload	NOUN
alkej-932	172	15	and	and	CCONJ
alkej-932	172	16	resource	resource	NOUN
alkej-932	172	17	allocation	allocation	NOUN
alkej-932	172	18	during	during	ADP
alkej-932	172	19	runtime	runtime	NOUN
alkej-932	172	20	.	.	PUNCT
alkej-932	173	1	future	future	ADJ
alkej-932	173	2	work	work	NOUN
alkej-932	173	3	could	could	AUX
alkej-932	173	4	improve	improve	VERB
alkej-932	173	5	algorithm	algorithm	NOUN
alkej-932	173	6	responsiveness	responsiveness	NOUN
alkej-932	173	7	to	to	ADP
alkej-932	173	8	dynamic	dynamic	ADJ
alkej-932	173	9	changes	change	NOUN
alkej-932	173	10	in	in	ADP
alkej-932	173	11	task	task	NOUN
alkej-932	173	12	demand	demand	NOUN
alkej-932	173	13	and	and	CCONJ
alkej-932	173	14	processor	processor	NOUN
alkej-932	173	15	capacity	capacity	NOUN
alkej-932	173	16	.	.	PUNCT
alkej-932	174	1	this	this	DET
alkej-932	174	2	approach	approach	NOUN
alkej-932	174	3	will	will	AUX
alkej-932	174	4	involve	involve	VERB
alkej-932	174	5	the	the	DET
alkej-932	174	6	amalgamation	amalgamation	NOUN
alkej-932	174	7	of	of	ADP
alkej-932	174	8	live	live	ADJ
alkej-932	174	9	monitoring	monitoring	NOUN
alkej-932	174	10	and	and	CCONJ
alkej-932	174	11	feedback	feedback	NOUN
alkej-932	174	12	systems	system	NOUN
alkej-932	174	13	that	that	PRON
alkej-932	174	14	will	will	AUX
alkej-932	174	15	enable	enable	VERB
alkej-932	174	16	dynamic	dynamic	ADJ
alkej-932	174	17	adjustments	adjustment	NOUN
alkej-932	174	18	of	of	ADP
alkej-932	174	19	task	task	NOUN
alkej-932	174	20	priorities	priority	NOUN
alkej-932	174	21	and	and	CCONJ
alkej-932	174	22	resource	resource	NOUN
alkej-932	174	23	allocations	allocation	NOUN
alkej-932	174	24	in	in	ADP
alkej-932	174	25	response	response	NOUN
alkej-932	174	26	to	to	ADP
alkej-932	174	27	time	time	NOUN
alkej-932	174	28	-	-	PUNCT
alkej-932	174	29	changing	change	VERB
alkej-932	174	30	circumstances	circumstance	NOUN
alkej-932	174	31	.	.	PUNCT
alkej-932	175	1	the	the	DET
alkej-932	175	2	approach	approach	NOUN
alkej-932	175	3	also	also	ADV
alkej-932	175	4	relies	rely	VERB
alkej-932	175	5	on	on	ADP
alkej-932	175	6	the	the	DET
alkej-932	175	7	predefined	predefine	VERB
alkej-932	175	8	thresholds	threshold	NOUN
alkej-932	175	9	for	for	ADP
alkej-932	175	10	priority	priority	NOUN
alkej-932	175	11	adjustment	adjustment	NOUN
alkej-932	175	12	and	and	CCONJ
alkej-932	175	13	adaptive	adaptive	ADJ
alkej-932	175	14	threshold	threshold	NOUN
alkej-932	175	15	updates	update	NOUN
alkej-932	175	16	,	,	PUNCT
alkej-932	175	17	which	which	PRON
alkej-932	175	18	may	may	AUX
alkej-932	175	19	impose	impose	VERB
alkej-932	175	20	difficulty	difficulty	NOUN
alkej-932	175	21	in	in	ADP
alkej-932	175	22	overcoming	overcome	VERB
alkej-932	175	23	contention	contention	NOUN
alkej-932	175	24	and	and	CCONJ
alkej-932	175	25	starvation	starvation	NOUN
alkej-932	175	26	.	.	PUNCT
alkej-932	176	1	future	future	ADJ
alkej-932	176	2	studies	study	NOUN
alkej-932	176	3	could	could	AUX
alkej-932	176	4	employ	employ	VERB
alkej-932	176	5	sophisticated	sophisticated	ADJ
alkej-932	176	6	methods	method	NOUN
alkej-932	176	7	,	,	PUNCT
alkej-932	176	8	including	include	VERB
alkej-932	176	9	processor	processor	NOUN
alkej-932	176	10	learning	learning	NOUN
alkej-932	176	11	–	–	PUNCT
alkej-932	176	12	based	base	VERB
alkej-932	176	13	algorithms	algorithm	NOUN
alkej-932	176	14	,	,	PUNCT
alkej-932	176	15	to	to	PART
alkej-932	176	16	learn	learn	VERB
alkej-932	176	17	automatically	automatically	ADV
alkej-932	176	18	and	and	CCONJ
alkej-932	176	19	to	to	PART
alkej-932	176	20	adapt	adapt	VERB
alkej-932	176	21	priority	priority	NOUN
alkej-932	176	22	thresholds	threshold	NOUN
alkej-932	176	23	according	accord	VERB
alkej-932	176	24	to	to	ADP
alkej-932	176	25	the	the	DET
alkej-932	176	26	past	past	ADJ
alkej-932	176	27	execution	execution	NOUN
alkej-932	176	28	information	information	NOUN
alkej-932	176	29	and	and	CCONJ
alkej-932	176	30	system	system	NOUN
alkej-932	176	31	dynamics	dynamic	NOUN
alkej-932	176	32	.	.	PUNCT
alkej-932	177	1	thus	thus	ADV
alkej-932	177	2	,	,	PUNCT
alkej-932	177	3	the	the	DET
alkej-932	177	4	algorithm	algorithm	NOUN
alkej-932	177	5	evaluation	evaluation	NOUN
alkej-932	177	6	spotlights	spotlight	NOUN
alkej-932	177	7	scheduling	scheduling	NOUN
alkej-932	177	8	performance	performance	NOUN
alkej-932	177	9	indicators	indicator	NOUN
alkej-932	177	10	such	such	ADJ
alkej-932	177	11	as	as	ADP
alkej-932	177	12	execution	execution	NOUN
alkej-932	177	13	time	time	NOUN
alkej-932	177	14	and	and	CCONJ
alkej-932	177	15	resource	resource	NOUN
alkej-932	177	16	usage	usage	NOUN
alkej-932	177	17	.	.	PUNCT
alkej-932	178	1	in	in	ADP
alkej-932	178	2	future	future	ADJ
alkej-932	178	3	studies	study	NOUN
alkej-932	178	4	,	,	PUNCT
alkej-932	178	5	other	other	ADJ
alkej-932	178	6	criteria	criterion	NOUN
alkej-932	178	7	beyond	beyond	ADP
alkej-932	178	8	the	the	DET
alkej-932	178	9	discussed	discuss	VERB
alkej-932	178	10	ones	one	NOUN
alkej-932	178	11	such	such	ADJ
alkej-932	178	12	as	as	ADP
alkej-932	178	13	energy	energy	NOUN
alkej-932	178	14	efficiency	efficiency	NOUN
alkej-932	178	15	and	and	CCONJ
alkej-932	178	16	cost	cost	NOUN
alkej-932	178	17	effectiveness	effectiveness	NOUN
alkej-932	178	18	,	,	PUNCT
alkej-932	178	19	particularly	particularly	ADV
alkej-932	178	20	,	,	PUNCT
alkej-932	178	21	the	the	DET
alkej-932	178	22	case	case	NOUN
alkej-932	178	23	of	of	ADP
alkej-932	178	24	using	use	VERB
alkej-932	178	25	algorithms	algorithm	NOUN
alkej-932	178	26	in	in	ADP
alkej-932	178	27	realworld	realworld	PROPN
alkej-932	178	28	applications	application	NOUN
alkej-932	178	29	,	,	PUNCT
alkej-932	178	30	can	can	AUX
alkej-932	178	31	not	not	PART
alkej-932	178	32	be	be	AUX
alkej-932	178	33	ignored	ignore	VERB
alkej-932	178	34	.	.	PUNCT
alkej-932	179	1	7	7	X
alkej-932	179	2	.	.	X
alkej-932	179	3	conclusion	conclusion	NOUN
alkej-932	179	4	the	the	DET
alkej-932	179	5	proposed	propose	VERB
alkej-932	179	6	scheduling	scheduling	NOUN
alkej-932	179	7	algorithm	algorithm	NOUN
alkej-932	179	8	exhibits	exhibit	VERB
alkej-932	179	9	good	good	ADJ
alkej-932	179	10	performance	performance	NOUN
alkej-932	179	11	despite	despite	SCONJ
alkej-932	179	12	limitations	limitation	NOUN
alkej-932	179	13	and	and	CCONJ
alkej-932	179	14	opportunities	opportunity	NOUN
alkej-932	179	15	for	for	ADP
alkej-932	179	16	future	future	ADJ
alkej-932	179	17	research	research	NOUN
alkej-932	179	18	.	.	PUNCT
alkej-932	180	1	the	the	DET
alkej-932	180	2	presented	present	VERB
alkej-932	180	3	task	task	NOUN
alkej-932	180	4	scheduling	scheduling	NOUN
alkej-932	180	5	algorithm	algorithm	NOUN
alkej-932	180	6	displays	display	VERB
alkej-932	180	7	great	great	ADJ
alkej-932	180	8	results	result	NOUN
alkej-932	180	9	in	in	ADP
alkej-932	180	10	effectively	effectively	ADV
alkej-932	180	11	spreading	spread	VERB
alkej-932	180	12	tasks	task	NOUN
alkej-932	180	13	in	in	ADP
alkej-932	180	14	heterogeneous	heterogeneous	ADJ
alkej-932	180	15	computing	computing	NOUN
alkej-932	180	16	environments	environment	NOUN
alkej-932	180	17	.	.	PUNCT
alkej-932	181	1	whilst	whilst	SCONJ
alkej-932	181	2	using	use	VERB
alkej-932	181	3	dependency	dependency	NOUN
alkej-932	181	4	constraints	constraint	NOUN
alkej-932	181	5	and	and	CCONJ
alkej-932	181	6	processor	processor	NOUN
alkej-932	181	7	capabilities	capability	NOUN
alkej-932	181	8	,	,	PUNCT
alkej-932	181	9	the	the	DET
alkej-932	181	10	algorithm	algorithm	NOUN
alkej-932	181	11	finds	find	VERB
alkej-932	181	12	the	the	DET
alkej-932	181	13	configuration	configuration	NOUN
alkej-932	181	14	that	that	PRON
alkej-932	181	15	preserves	preserve	VERB
alkej-932	181	16	the	the	DET
alkej-932	181	17	best	good	ADJ
alkej-932	181	18	utilization	utilization	NOUN
alkej-932	181	19	and	and	CCONJ
alkej-932	181	20	the	the	DET
alkej-932	181	21	least	least	ADJ
alkej-932	181	22	execution	execution	NOUN
alkej-932	181	23	time	time	NOUN
alkej-932	181	24	.	.	PUNCT
alkej-932	182	1	the	the	DET
alkej-932	182	2	results	result	NOUN
alkej-932	182	3	validate	validate	VERB
alkej-932	182	4	the	the	DET
alkej-932	182	5	satisfactory	satisfactory	ADJ
alkej-932	182	6	performance	performance	NOUN
alkej-932	182	7	of	of	ADP
alkej-932	182	8	the	the	DET
alkej-932	182	9	algorithm	algorithm	NOUN
alkej-932	182	10	for	for	ADP
alkej-932	182	11	task	task	NOUN
alkej-932	182	12	allocation	allocation	NOUN
alkej-932	182	13	.	.	PUNCT
alkej-932	183	1	for	for	ADP
alkej-932	183	2	instance	instance	NOUN
alkej-932	183	3	,	,	PUNCT
alkej-932	183	4	the	the	DET
alkej-932	183	5	results	result	NOUN
alkej-932	183	6	from	from	ADP
alkej-932	183	7	the	the	DET
alkej-932	183	8	first	first	ADJ
alkej-932	183	9	set	set	NOUN
alkej-932	183	10	show	show	NOUN
alkej-932	183	11	distribution	distribution	NOUN
alkej-932	183	12	of	of	ADP
alkej-932	183	13	tasks	task	NOUN
alkej-932	183	14	amongst	amongst	ADP
alkej-932	183	15	three	three	NUM
alkej-932	183	16	processors	processor	NOUN
alkej-932	183	17	with	with	ADP
alkej-932	183	18	processor	processor	NOUN
alkej-932	183	19	0	0	NUM
alkej-932	183	20	running	run	VERB
alkej-932	183	21	tasks	task	NOUN
alkej-932	183	22	0	0	NUM
alkej-932	183	23	,	,	PUNCT
alkej-932	183	24	1	1	NUM
alkej-932	183	25	,	,	PUNCT
alkej-932	183	26	2	2	NUM
alkej-932	183	27	,	,	PUNCT
alkej-932	183	28	6	6	NUM
alkej-932	183	29	and	and	CCONJ
alkej-932	183	30	7	7	NUM
alkej-932	183	31	,	,	PUNCT
alkej-932	183	32	whilst	whilst	SCONJ
alkej-932	183	33	processor	processor	NOUN
alkej-932	183	34	1	1	NUM
alkej-932	183	35	runs	run	VERB
alkej-932	183	36	tasks	task	NOUN
alkej-932	183	37	3	3	NUM
alkej-932	183	38	,	,	PUNCT
alkej-932	183	39	4	4	NUM
alkej-932	183	40	and	and	CCONJ
alkej-932	183	41	8	8	NUM
alkej-932	183	42	,	,	PUNCT
alkej-932	183	43	and	and	CCONJ
alkej-932	183	44	processor	processor	NOUN
alkej-932	183	45	2	2	NUM
alkej-932	183	46	executes	execute	NOUN
alkej-932	183	47	tasks	task	NOUN
alkej-932	183	48	5	5	NUM
alkej-932	183	49	and	and	CCONJ
alkej-932	183	50	9	9	NUM
alkej-932	183	51	.	.	PUNCT
alkej-932	184	1	consequently	consequently	ADV
alkej-932	184	2	,	,	PUNCT
alkej-932	184	3	subsequent	subsequent	ADJ
alkej-932	184	4	outcomes	outcome	NOUN
alkej-932	184	5	reflect	reflect	VERB
alkej-932	184	6	varying	vary	VERB
alkej-932	184	7	strategy	strategy	NOUN
alkej-932	184	8	of	of	ADP
alkej-932	184	9	task	task	NOUN
alkej-932	184	10	allocation	allocation	NOUN
alkej-932	184	11	showcasing	showcase	VERB
alkej-932	184	12	the	the	DET
alkej-932	184	13	algorithm	algorithm	NOUN
alkej-932	184	14	's	's	PART
alkej-932	184	15	adaptability	adaptability	NOUN
alkej-932	184	16	to	to	ADP
alkej-932	184	17	different	different	ADJ
alkej-932	184	18	workload	workload	NOUN
alkej-932	184	19	and	and	CCONJ
alkej-932	184	20	resource	resource	NOUN
alkej-932	184	21	availability	availability	NOUN
alkej-932	184	22	situations	situation	NOUN
alkej-932	184	23	.	.	PUNCT
alkej-932	185	1	further	further	ADJ
alkej-932	185	2	studies	study	NOUN
alkej-932	185	3	should	should	AUX
alkej-932	185	4	be	be	AUX
alkej-932	185	5	devoted	devote	VERB
alkej-932	185	6	towards	towards	ADP
alkej-932	185	7	resolving	resolve	VERB
alkej-932	185	8	these	these	DET
alkej-932	185	9	limitations	limitation	NOUN
alkej-932	185	10	and	and	CCONJ
alkej-932	185	11	improving	improve	VERB
alkej-932	185	12	the	the	DET
alkej-932	185	13	algorithm	algorithm	NOUN
alkej-932	185	14	’s	’s	PART
alkej-932	185	15	functionalities	functionality	NOUN
alkej-932	185	16	.	.	PUNCT
alkej-932	186	1	more	more	ADV
alkej-932	186	2	advanced	advanced	ADJ
alkej-932	186	3	scheduling	scheduling	NOUN
alkej-932	186	4	algorithms	algorithm	NOUN
alkej-932	186	5	capable	capable	ADJ
alkej-932	186	6	of	of	ADP
alkej-932	186	7	dealing	deal	VERB
alkej-932	186	8	with	with	ADP
alkej-932	186	9	a	a	DET
alkej-932	186	10	large	large	ADJ
alkej-932	186	11	scale	scale	NOUN
alkej-932	186	12	of	of	ADP
alkej-932	186	13	task	task	NOUN
alkej-932	186	14	dependencies	dependency	NOUN
alkej-932	186	15	and	and	CCONJ
alkej-932	186	16	analysing	analyse	VERB
alkej-932	186	17	priorities	priority	NOUN
alkej-932	186	18	dynamically	dynamically	ADV
alkej-932	186	19	in	in	ADP
alkej-932	186	20	response	response	NOUN
alkej-932	186	21	to	to	ADP
alkej-932	186	22	variations	variation	NOUN
alkej-932	186	23	of	of	ADP
alkej-932	186	24	workload	workload	NOUN
alkej-932	186	25	-	-	PUNCT
alkej-932	186	26	based	base	VERB
alkej-932	186	27	conditions	condition	NOUN
alkej-932	186	28	must	must	AUX
alkej-932	186	29	be	be	AUX
alkej-932	186	30	found	find	VERB
alkej-932	186	31	.	.	PUNCT
alkej-932	187	1	the	the	DET
alkej-932	187	2	scope	scope	NOUN
alkej-932	187	3	of	of	ADP
alkej-932	187	4	the	the	DET
alkej-932	187	5	evaluation	evaluation	NOUN
alkej-932	187	6	criteria	criterion	NOUN
alkej-932	187	7	should	should	AUX
alkej-932	187	8	also	also	ADV
alkej-932	187	9	be	be	AUX
alkej-932	187	10	widened	widen	VERB
alkej-932	187	11	to	to	PART
alkej-932	187	12	include	include	VERB
alkej-932	187	13	factors	factor	NOUN
alkej-932	187	14	such	such	ADJ
alkej-932	187	15	as	as	ADP
alkej-932	187	16	energy	energy	NOUN
alkej-932	187	17	efficiency	efficiency	NOUN
alkej-932	187	18	,	,	PUNCT
alkej-932	187	19	economic	economic	ADJ
alkej-932	187	20	feasibility	feasibility	NOUN
alkej-932	187	21	and	and	CCONJ
alkej-932	187	22	fault	fault	VERB
alkej-932	187	23	tolerance	tolerance	NOUN
alkej-932	187	24	to	to	PART
alkej-932	187	25	realize	realize	VERB
alkej-932	187	26	a	a	DET
alkej-932	187	27	more	more	ADV
alkej-932	187	28	holistic	holistic	ADJ
alkej-932	187	29	assessment	assessment	NOUN
alkej-932	187	30	of	of	ADP
alkej-932	187	31	the	the	DET
alkej-932	187	32	algorithm	algorithm	NOUN
alkej-932	187	33	’s	’s	PART
alkej-932	187	34	practical	practical	ADJ
alkej-932	187	35	utility	utility	NOUN
alkej-932	187	36	in	in	ADP
alkej-932	187	37	the	the	DET
alkej-932	187	38	real	real	ADJ
alkej-932	187	39	world	world	NOUN
alkej-932	187	40	.	.	PUNCT
alkej-932	188	1	the	the	DET
alkej-932	188	2	task	task	NOUN
alkej-932	188	3	scheduling	scheduling	NOUN
alkej-932	188	4	algorithm	algorithm	NOUN
alkej-932	188	5	discussed	discuss	VERB
alkej-932	188	6	can	can	AUX
alkej-932	188	7	improve	improve	VERB
alkej-932	188	8	the	the	DET
alkej-932	188	9	performance	performance	NOUN
alkej-932	188	10	of	of	ADP
alkej-932	188	11	task	task	NOUN
alkej-932	188	12	execution	execution	NOUN
alkej-932	188	13	in	in	ADP
alkej-932	188	14	heterogeneous	heterogeneous	ADJ
alkej-932	188	15	computing	computing	NOUN
alkej-932	188	16	environments	environment	NOUN
alkej-932	188	17	,	,	PUNCT
alkej-932	188	18	although	although	SCONJ
alkej-932	188	19	some	some	DET
alkej-932	188	20	areas	area	NOUN
alkej-932	188	21	need	need	VERB
alkej-932	188	22	improvements	improvement	NOUN
alkej-932	188	23	.	.	PUNCT
alkej-932	189	1	the	the	DET
alkej-932	189	2	research	research	NOUN
alkej-932	189	3	and	and	CCONJ
alkej-932	189	4	further	further	ADJ
alkej-932	189	5	development	development	NOUN
alkej-932	189	6	will	will	AUX
alkej-932	189	7	result	result	VERB
alkej-932	189	8	in	in	ADP
alkej-932	189	9	the	the	DET
alkej-932	189	10	creation	creation	NOUN
alkej-932	189	11	of	of	ADP
alkej-932	189	12	sophisticated	sophisticated	ADJ
alkej-932	189	13	scheduling	scheduling	NOUN
alkej-932	189	14	solutions	solution	NOUN
alkej-932	189	15	that	that	PRON
alkej-932	189	16	can	can	AUX
alkej-932	189	17	adapt	adapt	VERB
alkej-932	189	18	to	to	ADP
alkej-932	189	19	the	the	DET
alkej-932	189	20	constantly	constantly	ADV
alkej-932	189	21	changing	change	VERB
alkej-932	189	22	needs	need	NOUN
alkej-932	189	23	of	of	ADP
alkej-932	189	24	modern	modern	ADJ
alkej-932	189	25	computing	computing	NOUN
alkej-932	189	26	systems	system	NOUN
alkej-932	189	27	.	.	PUNCT
alkej-932	190	1	references	reference	NOUN
alkej-932	190	2	[	[	X
alkej-932	190	3	1	1	NUM
alkej-932	190	4	]	]	PUNCT
alkej-932	190	5	m.	m.	NOUN
alkej-932	190	6	a.	a.	NOUN
alkej-932	190	7	alworafi	alworafi	PROPN
alkej-932	190	8	,	,	PUNCT
alkej-932	190	9	a.	a.	NOUN
alkej-932	190	10	dhari	dhari	PROPN
alkej-932	190	11	,	,	PUNCT
alkej-932	190	12	a.	a.	PROPN
alkej-932	190	13	a.	a.	PROPN
alkej-932	190	14	al	al	PROPN
alkej-932	190	15	-	-	PUNCT
alkej-932	190	16	hashmi	hashmi	PROPN
alkej-932	190	17	,	,	PUNCT
alkej-932	190	18	suresha	suresha	PROPN
alkej-932	190	19	,	,	PUNCT
alkej-932	190	20	and	and	CCONJ
alkej-932	190	21	a.	a.	PROPN
alkej-932	190	22	b.	b.	PROPN
alkej-932	191	1	darem	darem	PROPN
alkej-932	191	2	,	,	PUNCT
alkej-932	191	3	“	"	PUNCT
alkej-932	191	4	cost	cost	NOUN
alkej-932	191	5	-	-	PUNCT
alkej-932	191	6	aware	aware	ADJ
alkej-932	191	7	task	task	NOUN
alkej-932	191	8	scheduling	scheduling	NOUN
alkej-932	191	9	in	in	ADP
alkej-932	191	10	cloud	cloud	NOUN
alkej-932	191	11	computing	computing	NOUN
alkej-932	191	12	environment	environment	NOUN
alkej-932	191	13	,	,	PUNCT
alkej-932	191	14	”	"	PUNCT
alkej-932	191	15	international	international	ADJ
alkej-932	191	16	journal	journal	NOUN
alkej-932	191	17	of	of	ADP
alkej-932	191	18	computer	computer	NOUN
alkej-932	191	19	network	network	NOUN
alkej-932	191	20	and	and	CCONJ
alkej-932	191	21	information	information	NOUN
alkej-932	191	22	security	security	NOUN
alkej-932	191	23	,	,	PUNCT
alkej-932	191	24	vol	vol	NOUN
alkej-932	191	25	.	.	PROPN
alkej-932	192	1	9	9	NUM
alkej-932	192	2	,	,	PUNCT
alkej-932	192	3	no	no	INTJ
alkej-932	192	4	.	.	NOUN
alkej-932	192	5	5	5	NUM
alkej-932	192	6	,	,	PUNCT
alkej-932	192	7	2017	2017	NUM
alkej-932	192	8	,	,	PUNCT
alkej-932	192	9	doi	doi	NOUN
alkej-932	192	10	:	:	PUNCT
alkej-932	192	11	10.5815	10.5815	NUM
alkej-932	192	12	/	/	SYM
alkej-932	192	13	ijcnis.2017.05.07	ijcnis.2017.05.07	ADJ
alkej-932	192	14	.	.	PUNCT
alkej-932	193	1	[	[	X
alkej-932	193	2	2	2	NUM
alkej-932	193	3	]	]	PUNCT
alkej-932	193	4	m.	m.	NOUN
alkej-932	193	5	i.	i.	PROPN
alkej-932	193	6	khan	khan	PROPN
alkej-932	193	7	and	and	CCONJ
alkej-932	193	8	k.	k.	PROPN
alkej-932	193	9	sharma	sharma	PROPN
alkej-932	193	10	,	,	PUNCT
alkej-932	193	11	“	"	PUNCT
alkej-932	193	12	dynamic	dynamic	ADJ
alkej-932	193	13	task	task	NOUN
alkej-932	193	14	scheduling	scheduling	NOUN
alkej-932	193	15	for	for	ADP
alkej-932	193	16	load	load	NOUN
alkej-932	193	17	balancing	balance	VERB
alkej-932	193	18	in	in	ADP
alkej-932	193	19	cloud	cloud	ADJ
alkej-932	193	20	environments	environment	NOUN
alkej-932	193	21	to	to	PART
alkej-932	193	22	enhance	enhance	VERB
alkej-932	193	23	resource	resource	NOUN
alkej-932	193	24	allocation	allocation	NOUN
alkej-932	193	25	and	and	CCONJ
alkej-932	193	26	performance	performance	NOUN
alkej-932	193	27	efficiency	efficiency	NOUN
alkej-932	193	28	,	,	PUNCT
alkej-932	193	29	”	"	PUNCT
alkej-932	193	30	2024	2024	NUM
alkej-932	193	31	international	international	ADJ
alkej-932	193	32	conference	conference	NOUN
alkej-932	193	33	on	on	ADP
alkej-932	193	34	innovations	innovation	NOUN
alkej-932	193	35	and	and	CCONJ
alkej-932	193	36	challenges	challenge	NOUN
alkej-932	193	37	in	in	ADP
alkej-932	193	38	emerging	emerge	VERB
alkej-932	193	39	technologies	technology	NOUN
alkej-932	193	40	(	(	PUNCT
alkej-932	193	41	icicet	icicet	PROPN
alkej-932	193	42	)	)	PUNCT
alkej-932	193	43	,	,	PUNCT
alkej-932	193	44	pp	pp	PROPN
alkej-932	193	45	.	.	PUNCT
alkej-932	194	1	1–6	1–6	NUM
alkej-932	194	2	,	,	PUNCT
alkej-932	194	3	jun	jun	PROPN
alkej-932	194	4	.	.	PROPN
alkej-932	194	5	2024	2024	NUM
alkej-932	194	6	,	,	PUNCT
alkej-932	194	7	doi	doi	NOUN
alkej-932	194	8	:	:	PUNCT
alkej-932	194	9	10.1109	10.1109	NUM
alkej-932	194	10	/	/	SYM
alkej-932	194	11	icicet59348.2024.10616342	icicet59348.2024.10616342	PROPN
alkej-932	194	12	.	.	PUNCT
alkej-932	195	1	[	[	X
alkej-932	195	2	3	3	X
alkej-932	195	3	]	]	PUNCT
alkej-932	195	4	z.	z.	PROPN
alkej-932	195	5	liu	liu	PROPN
alkej-932	195	6	,	,	PUNCT
alkej-932	195	7	m.	m.	PROPN
alkej-932	195	8	waqas	waqas	PROPN
alkej-932	195	9	,	,	PUNCT
alkej-932	195	10	j.	j.	PROPN
alkej-932	195	11	yang	yang	PROPN
alkej-932	195	12	,	,	PUNCT
alkej-932	195	13	a.	a.	PROPN
alkej-932	195	14	rashid	rashid	PROPN
alkej-932	195	15	,	,	PUNCT
alkej-932	195	16	and	and	CCONJ
alkej-932	195	17	z.	z.	PROPN
alkej-932	195	18	han	han	PROPN
alkej-932	195	19	,	,	PUNCT
alkej-932	195	20	“	"	PUNCT
alkej-932	195	21	a	a	DET
alkej-932	195	22	multi	multi	ADJ
alkej-932	195	23	-	-	ADJ
alkej-932	195	24	task	task	ADJ
alkej-932	195	25	cnn	cnn	PROPN
alkej-932	195	26	for	for	ADP
alkej-932	195	27	maritime	maritime	ADJ
alkej-932	195	28	target	target	NOUN
alkej-932	195	29	detection	detection	NOUN
alkej-932	195	30	,	,	PUNCT
alkej-932	195	31	”	"	PUNCT
alkej-932	195	32	ieee	ieee	NOUN
alkej-932	195	33	signal	signal	NOUN
alkej-932	195	34	process	process	NOUN
alkej-932	195	35	lett	lett	PROPN
alkej-932	195	36	,	,	PUNCT
alkej-932	195	37	vol	vol	NOUN
alkej-932	195	38	.	.	PROPN
alkej-932	195	39	28	28	NUM
alkej-932	195	40	,	,	PUNCT
alkej-932	195	41	2021	2021	NUM
alkej-932	195	42	,	,	PUNCT
alkej-932	195	43	doi	doi	NOUN
alkej-932	195	44	:	:	PUNCT
alkej-932	195	45	10.1109	10.1109	NUM
alkej-932	195	46	/	/	SYM
alkej-932	195	47	lsp.2021.3056901	lsp.2021.3056901	PROPN
alkej-932	195	48	.	.	PUNCT
alkej-932	196	1	heba	heba	PROPN
alkej-932	196	2	m.	m.	PROPN
alkej-932	196	3	fadhil	fadhil	PROPN
alkej-932	196	4	al	al	PROPN
alkej-932	196	5	-	-	PUNCT
alkej-932	196	6	khwarizmi	khwarizmi	PROPN
alkej-932	196	7	engineering	engineering	NOUN
alkej-932	196	8	journal	journal	PROPN
alkej-932	196	9	,	,	PUNCT
alkej-932	196	10	vol	vol	NOUN
alkej-932	196	11	.	.	PROPN
alkej-932	196	12	21	21	NUM
alkej-932	196	13	,	,	PUNCT
alkej-932	196	14	no.3	no.3	VERB
alkej-932	196	15	,	,	PUNCT
alkej-932	196	16	pp	pp	ADJ
alkej-932	196	17	.	.	PUNCT
alkej-932	196	18	2534	2534	NUM
alkej-932	196	19	(	(	PUNCT
alkej-932	196	20	2025	2025	NUM
alkej-932	196	21	)	)	PUNCT
alkej-932	196	22	33	33	NUM
alkej-932	197	1	[	[	SYM
alkej-932	197	2	4	4	NUM
alkej-932	197	3	]	]	PUNCT
alkej-932	197	4	h.	h.	PROPN
alkej-932	197	5	mikram	mikram	PROPN
alkej-932	197	6	,	,	PUNCT
alkej-932	197	7	s.	s.	PROPN
alkej-932	197	8	el	el	PROPN
alkej-932	197	9	kafhali	kafhali	PROPN
alkej-932	197	10	,	,	PUNCT
alkej-932	197	11	y.	y.	PROPN
alkej-932	197	12	saadi	saadi	PROPN
alkej-932	197	13	,	,	PUNCT
alkej-932	197	14	hepga	hepga	PROPN
alkej-932	197	15	:	:	PUNCT
alkej-932	197	16	a	a	DET
alkej-932	197	17	new	new	ADJ
alkej-932	197	18	effective	effective	ADJ
alkej-932	197	19	hybrid	hybrid	ADJ
alkej-932	197	20	algorithm	algorithm	NOUN
alkej-932	197	21	for	for	ADP
alkej-932	197	22	scientific	scientific	ADJ
alkej-932	197	23	workflow	workflow	NOUN
alkej-932	197	24	scheduling	scheduling	NOUN
alkej-932	197	25	in	in	ADP
alkej-932	197	26	cloud	cloud	NOUN
alkej-932	197	27	computing	computing	NOUN
alkej-932	197	28	environment	environment	NOUN
alkej-932	197	29	.	.	PUNCT
alkej-932	198	1	simulation	simulation	NOUN
alkej-932	198	2	modelling	model	VERB
alkej-932	198	3	practice	practice	NOUN
alkej-932	198	4	and	and	CCONJ
alkej-932	198	5	theory	theory	NOUN
alkej-932	198	6	.	.	PUNCT
alkej-932	199	1	130	130	NUM
alkej-932	199	2	(	(	PUNCT
alkej-932	199	3	2024	2024	NUM
alkej-932	199	4	)	)	PUNCT
alkej-932	199	5	,	,	PUNCT
alkej-932	199	6	doi:10.1016	doi:10.1016	PROPN
alkej-932	199	7	/	/	SYM
alkej-932	199	8	j.simpat.2023.102864	j.simpat.2023.102864	PROPN
alkej-932	199	9	.	.	PUNCT
alkej-932	200	1	[	[	X
alkej-932	200	2	5	5	NUM
alkej-932	200	3	]	]	SYM
alkej-932	200	4	v	v	NOUN
alkej-932	200	5	,	,	PUNCT
alkej-932	200	6	karunakaran	karunakaran	ADJ
alkej-932	200	7	.	.	PUNCT
alkej-932	201	1	“	"	PUNCT
alkej-932	201	2	a	a	DET
alkej-932	201	3	stochastic	stochastic	ADJ
alkej-932	201	4	development	development	NOUN
alkej-932	201	5	of	of	ADP
alkej-932	201	6	cloud	cloud	NOUN
alkej-932	201	7	computing	computing	NOUN
alkej-932	201	8	based	base	VERB
alkej-932	201	9	task	task	NOUN
alkej-932	201	10	scheduling	scheduling	NOUN
alkej-932	201	11	algorithm	algorithm	NOUN
alkej-932	201	12	.	.	PUNCT
alkej-932	201	13	”	"	PUNCT
alkej-932	202	1	journal	journal	NOUN
alkej-932	202	2	of	of	ADP
alkej-932	202	3	soft	soft	ADJ
alkej-932	202	4	computing	computing	NOUN
alkej-932	202	5	paradigm	paradigm	NOUN
alkej-932	202	6	2019	2019	NUM
alkej-932	202	7	,	,	PUNCT
alkej-932	202	8	no	no	INTJ
alkej-932	202	9	.	.	NOUN
alkej-932	202	10	1	1	NUM
alkej-932	202	11	(	(	PUNCT
alkej-932	202	12	september	september	PROPN
alkej-932	202	13	22	22	NUM
alkej-932	202	14	,	,	PUNCT
alkej-932	202	15	2019	2019	NUM
alkej-932	202	16	):	):	PUNCT
alkej-932	202	17	41–48	41–48	NUM
alkej-932	202	18	.	.	PUNCT
alkej-932	203	1	https://doi.org/10.36548/jscp.2019.1.005	https://doi.org/10.36548/jscp.2019.1.005	NOUN
alkej-932	203	2	.	.	PUNCT
alkej-932	204	1	[	[	X
alkej-932	204	2	6	6	NUM
alkej-932	204	3	]	]	PUNCT
alkej-932	204	4	p.	p.	NOUN
alkej-932	204	5	m.	m.	NOUN
alkej-932	204	6	rekha	rekha	PROPN
alkej-932	204	7	and	and	CCONJ
alkej-932	204	8	m.	m.	PROPN
alkej-932	204	9	dakshayini	dakshayini	PROPN
alkej-932	204	10	,	,	PUNCT
alkej-932	204	11	“	"	PUNCT
alkej-932	204	12	efficient	efficient	ADJ
alkej-932	204	13	task	task	NOUN
alkej-932	204	14	allocation	allocation	NOUN
alkej-932	204	15	approach	approach	NOUN
alkej-932	204	16	using	use	VERB
alkej-932	204	17	genetic	genetic	ADJ
alkej-932	204	18	algorithm	algorithm	NOUN
alkej-932	204	19	for	for	ADP
alkej-932	204	20	cloud	cloud	NOUN
alkej-932	204	21	environment	environment	NOUN
alkej-932	204	22	,	,	PUNCT
alkej-932	204	23	”	"	PUNCT
alkej-932	204	24	cluster	cluster	NOUN
alkej-932	204	25	comput	comput	NOUN
alkej-932	204	26	,	,	PUNCT
alkej-932	204	27	vol	vol	NOUN
alkej-932	204	28	.	.	PROPN
alkej-932	205	1	22	22	NUM
alkej-932	205	2	,	,	PUNCT
alkej-932	205	3	no	no	INTJ
alkej-932	205	4	.	.	NOUN
alkej-932	205	5	4	4	NUM
alkej-932	205	6	,	,	PUNCT
alkej-932	205	7	2019	2019	NUM
alkej-932	205	8	,	,	PUNCT
alkej-932	205	9	doi	doi	NOUN
alkej-932	205	10	:	:	PUNCT
alkej-932	205	11	10.1007	10.1007	NUM
alkej-932	205	12	/	/	SYM
alkej-932	205	13	s10586	s10586	PROPN
alkej-932	205	14	-	-	PUNCT
alkej-932	205	15	019	019	NUM
alkej-932	205	16	-	-	PUNCT
alkej-932	205	17	02909	02909	NUM
alkej-932	205	18	-	-	SYM
alkej-932	205	19	1	1	NUM
alkej-932	205	20	.	.	PUNCT
alkej-932	206	1	[	[	X
alkej-932	206	2	7	7	X
alkej-932	206	3	]	]	X
alkej-932	206	4	e.	e.	PROPN
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alkej-932	206	6	and	and	CCONJ
alkej-932	206	7	p.	p.	PROPN
alkej-932	206	8	gabriel	gabriel	PROPN
alkej-932	206	9	,	,	PUNCT
alkej-932	206	10	“	"	PUNCT
alkej-932	206	11	genetic	genetic	ADJ
alkej-932	206	12	algorithms	algorithm	NOUN
alkej-932	206	13	and	and	CCONJ
alkej-932	206	14	multiprocessor	multiprocessor	NOUN
alkej-932	206	15	task	task	NOUN
alkej-932	206	16	scheduling	scheduling	NOUN
alkej-932	206	17	:	:	PUNCT
alkej-932	206	18	a	a	DET
alkej-932	206	19	systematic	systematic	ADJ
alkej-932	206	20	literature	literature	NOUN
alkej-932	206	21	review	review	NOUN
alkej-932	206	22	,	,	PUNCT
alkej-932	206	23	”	"	PUNCT
alkej-932	206	24	sociedade	sociedade	PROPN
alkej-932	206	25	brasileira	brasileira	PROPN
alkej-932	206	26	de	de	PROPN
alkej-932	206	27	computacao	computacao	PROPN
alkej-932	206	28	sb	sb	PROPN
alkej-932	206	29	,	,	PUNCT
alkej-932	206	30	mar	mar	PROPN
alkej-932	206	31	.	.	PROPN
alkej-932	206	32	2020	2020	NUM
alkej-932	206	33	,	,	PUNCT
alkej-932	206	34	pp	pp	ADP
alkej-932	206	35	.	.	PUNCT
alkej-932	207	1	250–261	250–261	NUM
alkej-932	207	2	.	.	PUNCT
alkej-932	207	3	doi	doi	NOUN
alkej-932	207	4	:	:	PUNCT
alkej-932	207	5	10.5753	10.5753	NUM
alkej-932	207	6	/	/	SYM
alkej-932	207	7	eniac.2019.9288	eniac.2019.9288	NUM
alkej-932	207	8	.	.	PUNCT
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alkej-932	208	2	8	8	NUM
alkej-932	208	3	]	]	PUNCT
alkej-932	208	4	s.	s.	PROPN
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alkej-932	208	7	g.	g.	PROPN
alkej-932	208	8	sakellari	sakellari	PROPN
alkej-932	208	9	,	,	PUNCT
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alkej-932	208	13	a.	a.	NOUN
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alkej-932	208	17	it	it	PRON
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alkej-932	209	2	task	task	PROPN
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alkej-932	209	6	fog	fog	PROPN
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alkej-932	209	10	of	of	ADP
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alkej-932	209	12	.	.	PUNCT
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alkej-932	210	6	.	.	PUNCT
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alkej-932	211	2	(	(	PUNCT
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alkej-932	211	4	)	)	PUNCT
alkej-932	211	5	,	,	PUNCT
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alkej-932	212	8	“	"	PUNCT
alkej-932	212	9	optimizing	optimize	VERB
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alkej-932	212	14	allocation	allocation	NOUN
alkej-932	212	15	in	in	ADP
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alkej-932	212	17	environments	environment	NOUN
alkej-932	212	18	using	use	VERB
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alkej-932	212	20	methods	method	NOUN
alkej-932	212	21	,	,	PUNCT
alkej-932	212	22	”	"	PUNCT
alkej-932	212	23	fusion	fusion	NOUN
alkej-932	212	24	:	:	PUNCT
alkej-932	212	25	practice	practice	NOUN
alkej-932	212	26	and	and	CCONJ
alkej-932	212	27	applications	application	NOUN
alkej-932	212	28	,	,	PUNCT
alkej-932	212	29	vol	vol	NOUN
alkej-932	212	30	.	.	PROPN
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alkej-932	212	32	,	,	PUNCT
alkej-932	212	33	no	no	INTJ
alkej-932	212	34	.	.	NOUN
alkej-932	212	35	1	1	NUM
alkej-932	212	36	,	,	PUNCT
alkej-932	212	37	pp	pp	ADJ
alkej-932	212	38	.	.	PUNCT
alkej-932	213	1	157–179	157–179	NUM
alkej-932	213	2	,	,	PUNCT
alkej-932	213	3	2024	2024	NUM
alkej-932	213	4	,	,	PUNCT
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alkej-932	213	6	:	:	PUNCT
alkej-932	213	7	10.54216	10.54216	NUM
alkej-932	213	8	/	/	SYM
alkej-932	213	9	fpa.150113	fpa.150113	NOUN
alkej-932	213	10	.	.	PUNCT
alkej-932	214	1	[	[	X
alkej-932	214	2	10	10	NUM
alkej-932	214	3	]	]	X
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alkej-932	214	6	,	,	PUNCT
alkej-932	214	7	“	"	PUNCT
alkej-932	214	8	an	an	DET
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alkej-932	214	10	of	of	ADP
alkej-932	214	11	multi	multi	ADJ
alkej-932	214	12	-	-	NOUN
alkej-932	214	13	task	task	ADJ
alkej-932	214	14	learning	learning	NOUN
alkej-932	214	15	for	for	ADP
alkej-932	214	16	deep	deep	ADJ
alkej-932	214	17	learning	learning	NOUN
alkej-932	214	18	,	,	PUNCT
alkej-932	214	19	”	"	PUNCT
alkej-932	214	20	sebastian	sebastian	PROPN
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alkej-932	214	22	.	.	PUNCT
alkej-932	215	1	2017	2017	NUM
alkej-932	215	2	.	.	PUNCT
alkej-932	216	1	[	[	X
alkej-932	216	2	11	11	NUM
alkej-932	216	3	]	]	PUNCT
alkej-932	216	4	z.	z.	PROPN
alkej-932	216	5	liu	liu	PROPN
alkej-932	216	6	,	,	PUNCT
alkej-932	216	7	m.	m.	PROPN
alkej-932	216	8	waqas	waqas	PROPN
alkej-932	216	9	,	,	PUNCT
alkej-932	216	10	j.	j.	PROPN
alkej-932	216	11	yang	yang	PROPN
alkej-932	216	12	,	,	PUNCT
alkej-932	216	13	a.	a.	PROPN
alkej-932	216	14	rashid	rashid	PROPN
alkej-932	216	15	,	,	PUNCT
alkej-932	216	16	z.	z.	PROPN
alkej-932	216	17	han	han	PROPN
alkej-932	216	18	,	,	PUNCT
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alkej-932	216	20	multi	multi	ADJ
alkej-932	216	21	-	-	ADJ
alkej-932	216	22	task	task	ADJ
alkej-932	216	23	cnn	cnn	PROPN
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alkej-932	216	28	.	.	PUNCT
alkej-932	217	1	ieee	ieee	NOUN
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alkej-932	217	5	.	.	PUNCT
alkej-932	218	1	28	28	NUM
alkej-932	218	2	,	,	PUNCT
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alkej-932	218	5	.	.	PUNCT
alkej-932	219	1	[	[	X
alkej-932	219	2	12	12	NUM
alkej-932	219	3	]	]	PUNCT
alkej-932	219	4	a.	a.	NOUN
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alkej-932	219	7	a.	a.	NOUN
alkej-932	219	8	sax	sax	PROPN
alkej-932	219	9	,	,	PUNCT
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alkej-932	219	12	,	,	PUNCT
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alkej-932	219	15	,	,	PUNCT
alkej-932	219	16	j.	j.	PROPN
alkej-932	219	17	malik	malik	PROPN
alkej-932	219	18	,	,	PUNCT
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alkej-932	219	20	s.	s.	PROPN
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alkej-932	219	22	,	,	PUNCT
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alkej-932	219	25	:	:	PUNCT
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alkej-932	219	27	task	task	NOUN
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alkej-932	219	29	learning	learning	NOUN
alkej-932	219	30	,	,	PUNCT
alkej-932	219	31	”	"	PUNCT
alkej-932	219	32	in	in	ADP
alkej-932	219	33	ijcai	ijcai	PROPN
alkej-932	219	34	international	international	ADJ
alkej-932	219	35	joint	joint	ADJ
alkej-932	219	36	conference	conference	NOUN
alkej-932	219	37	on	on	ADP
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alkej-932	219	40	,	,	PUNCT
alkej-932	219	41	2019	2019	NUM
alkej-932	219	42	.	.	PUNCT
alkej-932	220	1	doi	doi	NOUN
alkej-932	220	2	:	:	PUNCT
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alkej-932	220	4	/	/	SYM
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alkej-932	220	6	.	.	PUNCT
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alkej-932	221	11	s.	s.	PROPN
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alkej-932	221	13	,	,	PUNCT
alkej-932	221	14	“	"	PUNCT
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alkej-932	221	26	tasks	task	NOUN
alkej-932	221	27	,	,	PUNCT
alkej-932	221	28	”	"	PUNCT
alkej-932	221	29	in	in	ADP
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alkej-932	221	35	intelligence	intelligence	NOUN
alkej-932	221	36	,	,	PUNCT
alkej-932	221	37	aaai	aaai	PROPN
alkej-932	221	38	2019	2019	NUM
alkej-932	221	39	,	,	PUNCT
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alkej-932	221	43	of	of	ADP
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alkej-932	221	45	intelligence	intelligence	NOUN
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alkej-932	221	47	,	,	PUNCT
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alkej-932	221	49	2019	2019	NUM
alkej-932	221	50	and	and	CCONJ
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alkej-932	221	52	9th	9th	ADJ
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alkej-932	221	55	on	on	ADP
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alkej-932	221	61	,	,	PUNCT
alkej-932	221	62	eaai	eaai	PROPN
alkej-932	221	63	2019	2019	NUM
alkej-932	221	64	,	,	PUNCT
alkej-932	221	65	2019	2019	NUM
alkej-932	221	66	.	.	PUNCT
alkej-932	222	1	doi	doi	NOUN
alkej-932	222	2	:	:	PUNCT
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alkej-932	222	6	.	.	PUNCT
alkej-932	223	1	[	[	X
alkej-932	223	2	14	14	NUM
alkej-932	223	3	]	]	PUNCT
alkej-932	223	4	p.	p.	PROPN
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alkej-932	223	8	a.	a.	PROPN
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alkej-932	223	30	in	in	ADP
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alkej-932	223	41	,	,	PUNCT
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alkej-932	223	44	,	,	PUNCT
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alkej-932	223	48	,	,	PUNCT
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alkej-932	223	52	/	/	SYM
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alkej-932	223	54	.	.	PUNCT
alkej-932	224	1	[	[	X
alkej-932	224	2	15	15	NUM
alkej-932	224	3	]	]	X
alkej-932	224	4	e.	e.	PROPN
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alkej-932	224	7	m.	m.	PROPN
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alkej-932	224	10	“	"	PUNCT
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alkej-932	224	13	-	-	NOUN
alkej-932	224	14	task	task	ADJ
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alkej-932	224	21	,	,	PUNCT
alkej-932	224	22	”	"	PUNCT
alkej-932	224	23	trans	trans	PROPN
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alkej-932	224	26	linguist	linguist	PROPN
alkej-932	224	27	,	,	PUNCT
alkej-932	224	28	vol	vol	NOUN
alkej-932	224	29	.	.	PROPN
alkej-932	224	30	6	6	NUM
alkej-932	224	31	,	,	PUNCT
alkej-932	224	32	2018	2018	NUM
alkej-932	224	33	,	,	PUNCT
alkej-932	224	34	doi	doi	NOUN
alkej-932	224	35	:	:	PUNCT
alkej-932	224	36	10.1162	10.1162	NUM
alkej-932	224	37	/	/	SYM
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alkej-932	224	39	.	.	PUNCT
alkej-932	225	1	[	[	X
alkej-932	225	2	16	16	NUM
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alkej-932	225	4	z.	z.	PROPN
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alkej-932	225	18	“	"	PUNCT
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alkej-932	225	20	:	:	PUNCT
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alkej-932	225	29	multitask	multitask	ADJ
alkej-932	225	30	networks	network	NOUN
alkej-932	225	31	,	,	PUNCT
alkej-932	225	32	”	"	PUNCT
alkej-932	225	33	in	in	ADP
alkej-932	225	34	35th	35th	ADJ
alkej-932	225	35	international	international	ADJ
alkej-932	225	36	conference	conference	NOUN
alkej-932	225	37	on	on	ADP
alkej-932	225	38	processor	processor	NOUN
alkej-932	225	39	learning	learning	NOUN
alkej-932	225	40	,	,	PUNCT
alkej-932	225	41	icml	icml	VERB
alkej-932	225	42	2018	2018	NUM
alkej-932	225	43	,	,	PUNCT
alkej-932	225	44	2018	2018	NUM
alkej-932	225	45	.	.	PUNCT
alkej-932	226	1	[	[	X
alkej-932	226	2	17	17	NUM
alkej-932	226	3	]	]	PUNCT
alkej-932	226	4	p.	p.	PROPN
alkej-932	226	5	liu	liu	PROPN
alkej-932	226	6	,	,	PUNCT
alkej-932	226	7	x.	x.	PROPN
alkej-932	226	8	qiu	qiu	PROPN
alkej-932	226	9	,	,	PUNCT
alkej-932	226	10	and	and	CCONJ
alkej-932	226	11	x.	x.	PROPN
alkej-932	226	12	huang	huang	PROPN
alkej-932	226	13	,	,	PUNCT
alkej-932	226	14	“	"	PUNCT
alkej-932	226	15	adversarial	adversarial	ADJ
alkej-932	226	16	multi	multi	ADJ
alkej-932	226	17	-	-	NOUN
alkej-932	226	18	task	task	ADJ
alkej-932	226	19	learning	learning	NOUN
alkej-932	226	20	for	for	ADP
alkej-932	226	21	text	text	NOUN
alkej-932	226	22	classification	classification	NOUN
alkej-932	226	23	,	,	PUNCT
alkej-932	226	24	”	"	PUNCT
alkej-932	226	25	in	in	ADP
alkej-932	226	26	acl	acl	PROPN
alkej-932	226	27	2017	2017	NUM
alkej-932	226	28	55th	55th	ADJ
alkej-932	226	29	annual	annual	ADJ
alkej-932	226	30	meeting	meeting	NOUN
alkej-932	226	31	of	of	ADP
alkej-932	226	32	the	the	DET
alkej-932	226	33	association	association	NOUN
alkej-932	226	34	for	for	ADP
alkej-932	226	35	computational	computational	ADJ
alkej-932	226	36	linguistics	linguistic	NOUN
alkej-932	226	37	,	,	PUNCT
alkej-932	226	38	proceedings	proceeding	NOUN
alkej-932	226	39	of	of	ADP
alkej-932	226	40	the	the	DET
alkej-932	226	41	conference	conference	NOUN
alkej-932	226	42	(	(	PUNCT
alkej-932	226	43	long	long	ADJ
alkej-932	226	44	papers	paper	NOUN
alkej-932	226	45	)	)	PUNCT
alkej-932	226	46	,	,	PUNCT
alkej-932	226	47	2017	2017	NUM
alkej-932	226	48	.	.	PUNCT
alkej-932	227	1	doi	doi	NOUN
alkej-932	227	2	:	:	PUNCT
alkej-932	227	3	10.18653	10.18653	NUM
alkej-932	227	4	/	/	SYM
alkej-932	227	5	v1	v1	NOUN
alkej-932	227	6	/	/	SYM
alkej-932	227	7	p17	p17	NOUN
alkej-932	227	8	-	-	PUNCT
alkej-932	227	9	1001	1001	NUM
alkej-932	227	10	.	.	PUNCT
alkej-932	228	1	[	[	X
alkej-932	228	2	18	18	NUM
alkej-932	228	3	]	]	X
alkej-932	228	4	s.	s.	PROPN
alkej-932	228	5	vandenhende	vandenhende	PROPN
alkej-932	228	6	,	,	PUNCT
alkej-932	228	7	s.	s.	PROPN
alkej-932	228	8	georgoulis	georgoulis	PROPN
alkej-932	228	9	,	,	PUNCT
alkej-932	228	10	w.	w.	PROPN
alkej-932	228	11	van	van	PROPN
alkej-932	228	12	gansbeke	gansbeke	PROPN
alkej-932	228	13	,	,	PUNCT
alkej-932	228	14	m.	m.	NOUN
alkej-932	228	15	proesmans	proesman	NOUN
alkej-932	228	16	,	,	PUNCT
alkej-932	228	17	d.	d.	PROPN
alkej-932	228	18	dai	dai	PROPN
alkej-932	228	19	,	,	PUNCT
alkej-932	228	20	and	and	CCONJ
alkej-932	228	21	l.	l.	PROPN
alkej-932	228	22	van	van	PROPN
alkej-932	228	23	gool	gool	PROPN
alkej-932	228	24	,	,	PUNCT
alkej-932	228	25	“	"	PUNCT
alkej-932	228	26	multi	multi	ADJ
alkej-932	228	27	-	-	NOUN
alkej-932	228	28	task	task	ADJ
alkej-932	228	29	learning	learning	NOUN
alkej-932	228	30	for	for	ADP
alkej-932	228	31	dense	dense	ADJ
alkej-932	228	32	prediction	prediction	NOUN
alkej-932	228	33	tasks	task	NOUN
alkej-932	228	34	:	:	PUNCT
alkej-932	228	35	a	a	DET
alkej-932	228	36	survey	survey	NOUN
alkej-932	228	37	,	,	PUNCT
alkej-932	228	38	”	"	PUNCT
alkej-932	228	39	ieee	ieee	NOUN
alkej-932	228	40	transactions	transaction	NOUN
alkej-932	228	41	on	on	ADP
alkej-932	228	42	pattern	pattern	NOUN
alkej-932	228	43	analysis	analysis	NOUN
alkej-932	228	44	and	and	CCONJ
alkej-932	228	45	processor	processor	NOUN
alkej-932	228	46	intelligence	intelligence	NOUN
alkej-932	228	47	,	,	PUNCT
alkej-932	228	48	vol	vol	NOUN
alkej-932	228	49	.	.	PROPN
alkej-932	228	50	44	44	NUM
alkej-932	228	51	,	,	PUNCT
alkej-932	228	52	no	no	INTJ
alkej-932	228	53	.	.	NOUN
alkej-932	228	54	7	7	NUM
alkej-932	228	55	.	.	NUM
alkej-932	228	56	2022	2022	NUM
alkej-932	228	57	.	.	PUNCT
alkej-932	229	1	doi	doi	NOUN
alkej-932	229	2	:	:	PUNCT
alkej-932	229	3	10.1109	10.1109	NUM
alkej-932	229	4	/	/	SYM
alkej-932	229	5	tpami.2021.3054719	tpami.2021.3054719	X
alkej-932	229	6	.	.	PUNCT
alkej-932	230	1	(	(	PUNCT
alkej-932	230	2	2025	2025	NUM
alkej-932	230	3	)	)	PUNCT
alkej-932	230	4	34	34	NUM
alkej-932	230	5	-	-	SYM
alkej-932	230	6	25	25	NUM
alkej-932	230	7	،	،	PROPN
alkej-932	230	8	صفحة	صفحة	PROPN
alkej-932	230	9	3	3	PROPN
alkej-932	230	10	،	،	NOUN
alkej-932	230	11	العدد21مجلة	العدد21مجلة	PROPN
alkej-932	230	12	الخوارزمي	الخوارزمي	PROPN
alkej-932	230	13	الهندسية	الهندسية	PROPN
alkej-932	230	14	المجلد	المجلد	VERB
alkej-932	230	15	هبة	هبة	PROPN
alkej-932	230	16	محمد	محمد	PROPN
alkej-932	230	17	فاضل	فاضل	NOUN
alkej-932	230	18	34	34	NUM
alkej-932	230	19	برنامج	برنامج	NOUN
alkej-932	230	20	جدولة	جدولة	NOUN
alkej-932	230	21	متعدد	متعدد	NOUN
alkej-932	230	22	المهام	المهام	PROPN
alkej-932	230	23	فعال	فعال	PROPN
alkej-932	230	24	ألحمال	ألحمال	PROPN
alkej-932	230	25	العمل	العمل	PROPN
alkej-932	230	26	غير	غير	PROPN
alkej-932	230	27	المتجانسة	المتجانسة	PROPN
alkej-932	230	28	مع	مع	ADP
alkej-932	230	29	أعداد	أعداد	PROPN
alkej-932	230	30	تعليمات	تعليمات	VERB
alkej-932	230	31	مختلفة	مختلفة	PROPN
alkej-932	230	32	2سيلفاكومار	2سيلفاكومار	NUM
alkej-932	230	33	مانيكام	مانيكام	NOUN
alkej-932	230	34	،	،	NOUN
alkej-932	230	35	*	*	PROPN
alkej-932	230	36	1فاضل	1فاضل	NUM
alkej-932	230	37	حمدهبة	حمدهبة	PROPN
alkej-932	230	38	م	م	PROPN
alkej-932	230	39	المعلومات	المعلومات	PROPN
alkej-932	230	40	واالتصاالت	واالتصاالت	PROPN
alkej-932	230	41	،	،	PROPN
alkej-932	230	42	كلية	كلية	PROPN
alkej-932	231	1	الهندسة	الهندسة	PROPN
alkej-932	231	2	الخوارزمي	الخوارزمي	PROPN
alkej-932	231	3	،	،	PROPN
alkej-932	231	4	جامعة	جامعة	PROPN
alkej-932	231	5	بغداد	بغداد	PROPN
alkej-932	231	6	،	،	PROPN
alkej-932	231	7	بغداد	بغداد	PROPN
alkej-932	231	8	،	،	PROPN
alkej-932	231	9	العراق	العراق	PROPN
alkej-932	231	10	هندسة	هندسة	PROPN
alkej-932	231	11	قسم	قسم	PROPN
alkej-932	231	12	1	1	NUM
alkej-932	231	13	،	،	NOUN
alkej-932	231	14	جورج	جورج	PROPN
alkej-932	231	15	تاون	تاون	PROPN
alkej-932	231	16	،	،	PROPN
alkej-932	231	17	بوالو	بوالو	PROPN
alkej-932	231	18	بينانغ	بينانغ	PROPN
alkej-932	231	19	،	،	PROPN
alkej-932	231	20	ماليزيا	ماليزيا	PROPN
alkej-932	231	21	جامعة	جامعة	PROPN
alkej-932	231	22	العلوم	العلوم	PROPN
alkej-932	231	23	الماليزية	الماليزية	VERB
alkej-932	231	24	ي	ي	NUM
alkej-932	231	25	،	،	X
alkej-932	231	26	مركز	مركز	ADJ
alkej-932	231	27	أبحاث	أبحاث	PROPN
alkej-932	231	28	األمن	األمن	VERB
alkej-932	231	29	السيبران	السيبران	NOUN
alkej-932	231	30	2	2	NUM
alkej-932	231	31	heba@kecbu.uobaghdad.edu.iq*البريد	heba@kecbu.uobaghdad.edu.iq*البريد	NOUN
alkej-932	231	32	االلكتروني	االلكتروني	NOUN
alkej-932	231	33	:	:	PUNCT
alkej-932	231	34	المستخلص	المستخلص	PROPN
alkej-932	231	35	يهدف	يهدف	ADJ
alkej-932	231	36	.	.	PUNCT
alkej-932	232	1	وتحقق	وتحقق	NOUN
alkej-932	232	2	أداًء	أداًء	X
alkej-932	232	3	متفوقًا	متفوقًا	PROPN
alkej-932	232	4	للنظام	للنظام	NOUN
alkej-932	232	5	.	.	PUNCT
alkej-932	233	1	يقدم	يقدم	ADJ
alkej-932	233	2	البحث	البحث	NOUN
alkej-932	233	3	إطاًرا	إطاًرا	PART
alkej-932	233	4	مبتكًرا	مبتكًرا	PROPN
alkej-932	233	5	للجدولة	للجدولة	NOUN
alkej-932	233	6	،	،	PROPN
alkej-932	233	7	على	على	PROPN
alkej-932	233	8	تحسين	تحسين	NOUN
alkej-932	233	9	استخدام	استخدام	PROPN
alkej-932	234	1	المواردتتطلب	المواردتتطلب	PROPN
alkej-932	234	2	أنظمة	أنظمة	PROPN
alkej-932	234	3	المهام	المهام	PROPN
alkej-932	234	4	المتعددة	المتعددة	VERB
alkej-932	234	5	طرق	طرق	NOUN
alkej-932	234	6	جدولة	جدولة	NOUN
alkej-932	234	7	فعّالة	فعّالة	NOUN
alkej-932	234	8	تعمل	تعمل	PROPN
alkej-932	234	9	ليب	ليب	PROPN
alkej-932	234	10	الجدولة	الجدولة	PROPN
alkej-932	234	11	إلى	إلى	NOUN
alkej-932	234	12	تحسين	تحسين	NOUN
alkej-932	234	13	تخصيص	تخصيص	PROPN
alkej-932	234	14	الموارد	الموارد	VERB
alkej-932	234	15	الموزعة	الموزعة	PROPN
alkej-932	234	16	للمهام	للمهام	ADJ
alkej-932	234	17	ذات	ذات	NOUN
alkej-932	234	18	األطوال	األطوال	PROPN
alkej-932	234	19	المختلفة	المختلفة	PROPN
alkej-932	234	20	التي	التي	PROPN
alkej-932	234	21	تعمل	تعمل	VERB
alkej-932	234	22	في	في	DET
alkej-932	234	23	بيئات	بيئات	NOUN
alkej-932	234	24	حوسبة	حوسبة	NOUN
alkej-932	234	25	مشتركة	مشتركة	NOUN
alkej-932	234	26	.	.	PUNCT
alkej-932	235	1	يقوم	يقوم	ADJ
alkej-932	235	2	المجدول	المجدول	PROPN
alkej-932	235	3	المتكامل	المتكامل	VERB
alkej-932	235	4	بتطبيق	بتطبيق	ADJ
alkej-932	235	5	أسا	أسا	VERB
alkej-932	235	6	لمهام	لمهام	PROPN
alkej-932	235	7	مثل	مثل	PROPN
alkej-932	235	8	تكرار	تكرار	PROPN
alkej-932	235	9	التعليمات	التعليمات	VERB
alkej-932	235	10	وتقدير	وتقدير	NOUN
alkej-932	235	11	مدة	مدة	NOUN
alkej-932	235	12	الثابتة	الثابتة	NOUN
alkej-932	235	13	والديناميكية	والديناميكية	ADJ
alkej-932	236	1	لتحقيق	لتحقيق	PROPN
alkej-932	236	2	كل	كل	PROPN
alkej-932	236	3	من	من	PRON
alkej-932	236	4	تحسين	تحسين	PROPN
alkej-932	237	1	األداء	األداء	PROPN
alkej-932	237	2	الزمني	الزمني	VERB
alkej-932	237	3	وإدارة	وإدارة	NOUN
alkej-932	237	4	الموارد	الموارد	PROPN
alkej-932	237	5	.	.	PUNCT
alkej-932	238	1	تبدأ	تبدأ	ADJ
alkej-932	238	2	عملية	عملية	PROPN
alkej-932	238	3	التحليل	التحليل	PROPN
alkej-932	238	4	بتقييم	بتقييم	PROPN
alkej-932	238	5	ثابت	ثابت	PROPN
alkej-932	238	6	لجمع	لجمع	PROPN
alkej-932	238	7	مقاييس	مقاييس	PROPN
alkej-932	238	8	ا	ا	ADP
alkej-932	238	9	يات	يات	PROPN
alkej-932	238	10	التنفيذ	التنفيذ	PROPN
alkej-932	238	11	وفقًا	وفقًا	NOUN
alkej-932	239	1	لتقدم	لتقدم	NOUN
alkej-932	239	2	أولو	أولو	PROPN
alkej-932	239	3	وقت	وقت	PROPN
alkej-932	239	4	التشغيل	التشغيل	PROPN
alkej-932	239	5	.	.	PUNCT
alkej-932	239	6	تؤدي	تؤدي	PROPN
alkej-932	239	7	نتائج	نتائج	PROPN
alkej-932	239	8	التقييم	التقييم	PROPN
alkej-932	239	9	إلى	إلى	PROPN
alkej-932	239	10	تطوير	تطوير	PROPN
alkej-932	239	11	إطار	إطار	VERB
alkej-932	239	12	جدولة	جدولة	PROPN
alkej-932	239	13	أولي	أولي	NOUN
alkej-932	239	14	.	.	PUNCT
alkej-932	240	1	يقوم	يقوم	ADJ
alkej-932	240	2	اإلطار	اإلطار	PROPN
alkej-932	240	3	بتنفيذ	بتنفيذ	PROPN
alkej-932	240	4	تحسينات	تحسينات	VERB
alkej-932	240	5	ديناميكية	ديناميكية	PROPN
alkej-932	240	6	أثناء	أثناء	PROPN
alkej-932	240	7	وقت	وقت	PROPN
alkej-932	240	8	التشغيل	التشغيل	PROPN
alkej-932	240	9	تعيد	تعيد	PROPN
alkej-932	240	10	ترتيب	ترتيب	PROPN
alkej-932	240	11	أن	أن	ADP
alkej-932	240	12	المجدول	المجدول	PROPN
alkej-932	240	13	المقترح	المقترح	VERB
alkej-932	240	14	يحقق	يحقق	NOUN
alkej-932	240	15	تحسينات	تحسينات	VERB
alkej-932	240	16	ملحوظة	ملحوظة	NOUN
alkej-932	240	17	في	في	SCONJ
alkej-932	240	18	كفاءة	كفاءة	PROPN
alkej-932	240	19	التنفيذ	التنفيذ	PROPN
alkej-932	240	20	وإنتاجية	وإنتاجية	PROPN
alkej-932	240	21	النظام	النظام	PROPN
alkej-932	240	22	مقارنة	مقارنة	PROPN
alkej-932	240	23	منها	منها	NOUN
alkej-932	240	24	متعددة	متعددة	VERB
alkej-932	240	25	العمل	العمل	PROPN
alkej-932	240	26	الالمهام	الالمهام	PROPN
alkej-932	240	27	وظروف	وظروف	NOUN
alkej-932	240	28	الموارد	الموارد	NOUN
alkej-932	240	29	.	.	PUNCT
alkej-932	241	1	أظهرت	أظهرت	NOUN
alkej-932	241	2	التجارب	التجارب	PROPN
alkej-932	241	3	أعباء	أعباء	PROPN
alkej-932	241	4	ن	ن	PRON
alkej-932	241	5	المهام	المهام	NOUN
alkej-932	241	6	مع	مع	INTJ
alkej-932	241	7	تجنب	تجنب	PROPN
alkej-932	241	8	باإلجراءات	باإلجراءات	PROPN
alkej-932	241	9	القياسية	القياسية	PROPN
alkej-932	241	10	.	.	PUNCT
alkej-932	242	1	يساهم	يساهم	PROPN
alkej-932	242	2	المجدول	المجدول	PROPN
alkej-932	243	1	في	في	SCONJ
alkej-932	243	2	إدارة	إدارة	PROPN
alkej-932	243	3	طوابير	طوابير	PROPN
alkej-932	243	4	الطائرات	الطائرات	VERB
alkej-932	243	5	بشكٍل	بشكٍل	PROPN
alkej-932	243	6	فعال	فعال	PROPN
alkej-932	243	7	،	،	PROPN
alkej-932	243	8	حيث	حيث	PROPN
alkej-932	243	9	يخلق	يخلق	PROPN
alkej-932	243	10	نظاًما	نظاًما	PROPN
alkej-932	243	11	محسنًا	محسنًا	PROPN
alkej-932	243	12	يضمن	يضمن	NOUN
alkej-932	243	13	توزيعًا	توزيعًا	PROPN
alkej-932	244	1	متساويًا	متساويًا	PROPN
alkej-932	244	2	للعبء	للعبء	VERB
alkej-932	244	3	بي	بي	ADP
alkej-932	244	4	لضمان	لضمان	PROPN
alkej-932	244	5	إتمام	إتمام	PROPN
alkej-932	244	6	المهام	المهام	NOUN
alkej-932	244	7	بشكل	بشكل	NOUN
alkej-932	244	8	عادل	عادل	ADP
alkej-932	244	9	وفي	وفي	PROPN
alkej-932	244	10	الوقت	الوقت	PROPN
alkej-932	244	11	المناسب	المناسب	PROPN
alkej-932	244	12	.	.	PUNCT
alkej-932	245	1	يوزع	يوزع	PROPN
alkej-932	245	2	المجدول	المجدول	PROPN
alkej-932	245	3	المقترح	المقترح	PROPN
alkej-932	245	4	األحمال	األحمال	NOUN
alkej-932	245	5	بشكل	بشكل	NOUN
alkej-932	245	6	جيد	جيد	VERB
alkej-932	245	7	عبر	عبر	ADJ
alkej-932	245	8	المهام	المهام	PROPN
alkej-932	245	9	،	،	PROPN
alkej-932	245	10	مما	مما	PROPN
alkej-932	245	11	يقلل	يقلل	PROPN
alkej-932	245	12	من	من	PROPN
alkej-932	245	13	التنافس	التنافس	NOUN
alkej-932	245	14	على	على	PROPN
alkej-932	245	15	؛	؛	PROPN
alkej-932	245	16	تضارب	تضارب	PROPN
alkej-932	245	17	الموارد	الموارد	NOUN
alkej-932	245	18	.هجيات	.هجيات	PUNCT
alkej-932	246	1	الجدولة	الجدولة	PROPN
alkej-932	246	2	الثابتة	الثابتة	PROPN
alkej-932	246	3	والديناميكية	والديناميكية	PROPN
alkej-932	246	4	لتعظيم	لتعظيم	PROPN
alkej-932	246	5	استخدام	استخدام	PROPN
alkej-932	246	6	الموارد	الموارد	VERB
alkej-932	246	7	وتحسين	وتحسين	NOUN
alkej-932	246	8	أداء	أداء	PROPN
alkej-932	246	9	النظامالموارد	النظامالموارد	NOUN
alkej-932	246	10	ويؤدي	ويؤدي	VERB
alkej-932	246	11	إلى	إلى	VERB
alkej-932	246	12	تنفيذ	تنفيذ	ADJ
alkej-932	246	13	عادل	عادل	NOUN
alkej-932	246	14	.	.	PUNCT
alkej-932	247	1	في	في	SCONJ
alkej-932	247	2	المجمل	المجمل	PROPN
alkej-932	247	3	،	،	PROPN
alkej-932	247	4	يجمع	يجمع	PROPN
alkej-932	247	5	المجدول	المجدول	PROPN
alkej-932	247	6	المقترح	المقترح	VERB
alkej-932	247	7	بين	بين	ADV
alkej-932	247	8	من	من	DET
alkej-932	247	9	mailto:heba@kecbu.uobaghdad.edu.iq	mailto:heba@kecbu.uobaghdad.edu.iq	NOUN