id	sid	tid	token	lemma	pos
2v23vt16v21	1	1	with	with	ADP
2v23vt16v21	1	2	the	the	DET
2v23vt16v21	1	3	advances	advance	NOUN
2v23vt16v21	1	4	of	of	ADP
2v23vt16v21	1	5	the	the	DET
2v23vt16v21	1	6	contemporary	contemporary	ADJ
2v23vt16v21	1	7	computer	computer	NOUN
2v23vt16v21	1	8	technology	technology	NOUN
2v23vt16v21	1	9	,	,	PUNCT
2v23vt16v21	1	10	the	the	DET
2v23vt16v21	1	11	complexity	complexity	NOUN
2v23vt16v21	1	12	grows	grow	VERB
2v23vt16v21	1	13	significantly	significantly	ADV
2v23vt16v21	1	14	in	in	ADP
2v23vt16v21	1	15	both	both	PRON
2v23vt16v21	1	16	hardware	hardware	NOUN
2v23vt16v21	1	17	architecture	architecture	NOUN
2v23vt16v21	1	18	and	and	CCONJ
2v23vt16v21	1	19	software	software	NOUN
2v23vt16v21	1	20	application	application	NOUN
2v23vt16v21	1	21	.	.	PUNCT
2v23vt16v21	2	1	in	in	ADP
2v23vt16v21	2	2	order	order	NOUN
2v23vt16v21	2	3	to	to	PART
2v23vt16v21	2	4	meet	meet	VERB
2v23vt16v21	2	5	the	the	DET
2v23vt16v21	2	6	performance	performance	NOUN
2v23vt16v21	2	7	requirement	requirement	NOUN
2v23vt16v21	2	8	of	of	ADP
2v23vt16v21	2	9	target	target	NOUN
2v23vt16v21	2	10	applications	application	NOUN
2v23vt16v21	2	11	,	,	PUNCT
2v23vt16v21	2	12	more	more	ADJ
2v23vt16v21	2	13	and	and	CCONJ
2v23vt16v21	2	14	more	more	ADJ
2v23vt16v21	2	15	emphasis	emphasis	NOUN
2v23vt16v21	2	16	is	be	AUX
2v23vt16v21	2	17	put	put	VERB
2v23vt16v21	2	18	on	on	ADP
2v23vt16v21	2	19	the	the	DET
2v23vt16v21	2	20	compiler	compiler	NOUN
2v23vt16v21	2	21	techniques	technique	NOUN
2v23vt16v21	2	22	to	to	PART
2v23vt16v21	2	23	exploit	exploit	VERB
2v23vt16v21	2	24	both	both	CCONJ
2v23vt16v21	2	25	hardware	hardware	NOUN
2v23vt16v21	2	26	and	and	CCONJ
2v23vt16v21	2	27	software	software	NOUN
2v23vt16v21	2	28	parallelism	parallelism	NOUN
2v23vt16v21	2	29	.	.	PUNCT
2v23vt16v21	3	1	scheduler	scheduler	PROPN
2v23vt16v21	3	2	,	,	PUNCT
2v23vt16v21	3	3	an	an	DET
2v23vt16v21	3	4	important	important	ADJ
2v23vt16v21	3	5	compiler	compiler	NOUN
2v23vt16v21	3	6	component	component	NOUN
2v23vt16v21	3	7	to	to	PART
2v23vt16v21	3	8	allocate	allocate	VERB
2v23vt16v21	3	9	operations	operation	NOUN
2v23vt16v21	3	10	to	to	ADP
2v23vt16v21	3	11	hardware	hardware	NOUN
2v23vt16v21	3	12	resources	resource	NOUN
2v23vt16v21	3	13	,	,	PUNCT
2v23vt16v21	3	14	is	be	AUX
2v23vt16v21	3	15	crucial	crucial	ADJ
2v23vt16v21	3	16	to	to	ADP
2v23vt16v21	3	17	the	the	DET
2v23vt16v21	3	18	success	success	NOUN
2v23vt16v21	3	19	of	of	ADP
2v23vt16v21	3	20	a	a	DET
2v23vt16v21	3	21	computing	compute	VERB
2v23vt16v21	3	22	system	system	NOUN
2v23vt16v21	3	23	.	.	PUNCT
2v23vt16v21	4	1	in	in	ADP
2v23vt16v21	4	2	this	this	DET
2v23vt16v21	4	3	thesis	thesis	NOUN
2v23vt16v21	4	4	,	,	PUNCT
2v23vt16v21	4	5	several	several	ADJ
2v23vt16v21	4	6	novel	novel	ADJ
2v23vt16v21	4	7	scheduling	scheduling	NOUN
2v23vt16v21	4	8	optimization	optimization	NOUN
2v23vt16v21	4	9	techniques	technique	NOUN
2v23vt16v21	4	10	are	be	AUX
2v23vt16v21	4	11	presented	present	VERB
2v23vt16v21	4	12	to	to	PART
2v23vt16v21	4	13	address	address	VERB
2v23vt16v21	4	14	the	the	DET
2v23vt16v21	4	15	challenge	challenge	NOUN
2v23vt16v21	4	16	faced	face	VERB
2v23vt16v21	4	17	by	by	ADP
2v23vt16v21	4	18	existing	exist	VERB
2v23vt16v21	4	19	computing	computing	NOUN
2v23vt16v21	4	20	architectures	architecture	NOUN
2v23vt16v21	4	21	and	and	CCONJ
2v23vt16v21	4	22	applications	application	NOUN
2v23vt16v21	4	23	.	.	PUNCT
2v23vt16v21	5	1	the	the	DET
2v23vt16v21	5	2	first	first	ADJ
2v23vt16v21	5	3	targeted	target	VERB
2v23vt16v21	5	4	architecture	architecture	NOUN
2v23vt16v21	5	5	is	be	AUX
2v23vt16v21	5	6	a	a	DET
2v23vt16v21	5	7	system	system	NOUN
2v23vt16v21	5	8	with	with	ADP
2v23vt16v21	5	9	memory	memory	NOUN
2v23vt16v21	5	10	hierarchy	hierarchy	NOUN
2v23vt16v21	5	11	and	and	CCONJ
2v23vt16v21	5	12	processor	processor	NOUN
2v23vt16v21	5	13	comprising	comprise	VERB
2v23vt16v21	5	14	multiple	multiple	ADJ
2v23vt16v21	5	15	processing	processing	NOUN
2v23vt16v21	5	16	and	and	CCONJ
2v23vt16v21	5	17	memory	memory	NOUN
2v23vt16v21	5	18	units	unit	NOUN
2v23vt16v21	5	19	.	.	PUNCT
2v23vt16v21	6	1	loop	loop	NOUN
2v23vt16v21	6	2	partition	partition	NOUN
2v23vt16v21	6	3	scheduling	scheduling	NOUN
2v23vt16v21	6	4	technique	technique	NOUN
2v23vt16v21	6	5	is	be	AUX
2v23vt16v21	6	6	proposed	propose	VERB
2v23vt16v21	6	7	to	to	PART
2v23vt16v21	6	8	take	take	VERB
2v23vt16v21	6	9	advantage	advantage	NOUN
2v23vt16v21	6	10	of	of	ADP
2v23vt16v21	6	11	the	the	DET
2v23vt16v21	6	12	memory	memory	NOUN
2v23vt16v21	6	13	hierarchy	hierarchy	NOUN
2v23vt16v21	6	14	and	and	CCONJ
2v23vt16v21	6	15	effectively	effectively	ADV
2v23vt16v21	6	16	hide	hide	VERB
2v23vt16v21	6	17	the	the	DET
2v23vt16v21	6	18	memory	memory	NOUN
2v23vt16v21	6	19	access	access	NOUN
2v23vt16v21	6	20	latency	latency	NOUN
2v23vt16v21	6	21	for	for	ADP
2v23vt16v21	6	22	the	the	DET
2v23vt16v21	6	23	loop	loop	NOUN
2v23vt16v21	6	24	-	-	PUNCT
2v23vt16v21	6	25	intensive	intensive	ADJ
2v23vt16v21	6	26	applications	application	NOUN
2v23vt16v21	6	27	.	.	PUNCT
2v23vt16v21	7	1	the	the	DET
2v23vt16v21	7	2	concept	concept	NOUN
2v23vt16v21	7	3	of	of	ADP
2v23vt16v21	7	4	balanced	balanced	ADJ
2v23vt16v21	7	5	partition	partition	NOUN
2v23vt16v21	7	6	schedule	schedule	NOUN
2v23vt16v21	7	7	is	be	AUX
2v23vt16v21	7	8	presented	present	VERB
2v23vt16v21	7	9	to	to	PART
2v23vt16v21	7	10	achieve	achieve	VERB
2v23vt16v21	7	11	the	the	DET
2v23vt16v21	7	12	best	good	ADJ
2v23vt16v21	7	13	memory	memory	NOUN
2v23vt16v21	7	14	access	access	NOUN
2v23vt16v21	7	15	latency	latency	NOUN
2v23vt16v21	7	16	toleration	toleration	NOUN
2v23vt16v21	7	17	and	and	CCONJ
2v23vt16v21	7	18	hardware	hardware	NOUN
2v23vt16v21	7	19	resource	resource	NOUN
2v23vt16v21	7	20	utilization	utilization	NOUN
2v23vt16v21	7	21	.	.	PUNCT
2v23vt16v21	8	1	various	various	ADJ
2v23vt16v21	8	2	extensions	extension	NOUN
2v23vt16v21	8	3	of	of	ADP
2v23vt16v21	8	4	the	the	DET
2v23vt16v21	8	5	base	base	NOUN
2v23vt16v21	8	6	problem	problem	NOUN
2v23vt16v21	8	7	are	be	AUX
2v23vt16v21	8	8	studied	study	VERB
2v23vt16v21	8	9	in	in	ADP
2v23vt16v21	8	10	depth	depth	NOUN
2v23vt16v21	8	11	.	.	PUNCT
2v23vt16v21	9	1	the	the	DET
2v23vt16v21	9	2	solution	solution	NOUN
2v23vt16v21	9	3	are	be	AUX
2v23vt16v21	9	4	presented	present	VERB
2v23vt16v21	9	5	for	for	ADP
2v23vt16v21	9	6	the	the	DET
2v23vt16v21	9	7	system	system	NOUN
2v23vt16v21	9	8	model	model	NOUN
2v23vt16v21	9	9	with	with	ADP
2v23vt16v21	9	10	multiple	multiple	ADJ
2v23vt16v21	9	11	-	-	PUNCT
2v23vt16v21	9	12	level	level	NOUN
2v23vt16v21	9	13	memory	memory	NOUN
2v23vt16v21	9	14	hierarchy	hierarchy	NOUN
2v23vt16v21	9	15	,	,	PUNCT
2v23vt16v21	9	16	memory	memory	NOUN
2v23vt16v21	9	17	size	size	NOUN
2v23vt16v21	9	18	constraint	constraint	NOUN
2v23vt16v21	9	19	and	and	CCONJ
2v23vt16v21	9	20	loop	loop	NOUN
2v23vt16v21	9	21	model	model	NOUN
2v23vt16v21	9	22	with	with	ADP
2v23vt16v21	9	23	initial	initial	ADJ
2v23vt16v21	9	24	data	datum	NOUN
2v23vt16v21	9	25	and	and	CCONJ
2v23vt16v21	9	26	multiple	multiple	ADJ
2v23vt16v21	9	27	nested	nest	VERB
2v23vt16v21	9	28	loops	loop	NOUN
2v23vt16v21	9	29	.	.	PUNCT
2v23vt16v21	10	1	multiple	multiple	ADJ
2v23vt16v21	10	2	cluster	cluster	NOUN
2v23vt16v21	10	3	architecture	architecture	NOUN
2v23vt16v21	10	4	becomes	become	VERB
2v23vt16v21	10	5	more	more	ADV
2v23vt16v21	10	6	and	and	CCONJ
2v23vt16v21	10	7	more	more	ADV
2v23vt16v21	10	8	popular	popular	ADJ
2v23vt16v21	10	9	due	due	ADP
2v23vt16v21	10	10	to	to	ADP
2v23vt16v21	10	11	its	its	PRON
2v23vt16v21	10	12	superiority	superiority	NOUN
2v23vt16v21	10	13	over	over	ADP
2v23vt16v21	10	14	centralized	centralized	ADJ
2v23vt16v21	10	15	architecture	architecture	NOUN
2v23vt16v21	10	16	.	.	PUNCT
2v23vt16v21	11	1	inter	inter	ADJ
2v23vt16v21	11	2	-	-	ADJ
2v23vt16v21	11	3	cluster	cluster	ADJ
2v23vt16v21	11	4	communication	communication	NOUN
2v23vt16v21	11	5	,	,	PUNCT
2v23vt16v21	11	6	achieved	achieve	VERB
2v23vt16v21	11	7	by	by	ADP
2v23vt16v21	11	8	explicit	explicit	ADJ
2v23vt16v21	11	9	register	register	VERB
2v23vt16v21	11	10	-	-	PUNCT
2v23vt16v21	11	11	to	to	ADP
2v23vt16v21	11	12	-	-	PUNCT
2v23vt16v21	11	13	register	register	VERB
2v23vt16v21	11	14	move	move	NOUN
2v23vt16v21	11	15	,	,	PUNCT
2v23vt16v21	11	16	is	be	AUX
2v23vt16v21	11	17	compiler	compiler	NOUN
2v23vt16v21	11	18	-	-	PUNCT
2v23vt16v21	11	19	controlled	control	VERB
2v23vt16v21	11	20	and	and	CCONJ
2v23vt16v21	11	21	invisible	invisible	ADJ
2v23vt16v21	11	22	to	to	ADP
2v23vt16v21	11	23	the	the	DET
2v23vt16v21	11	24	programmer	programmer	NOUN
2v23vt16v21	11	25	.	.	PUNCT
2v23vt16v21	12	1	the	the	DET
2v23vt16v21	12	2	thesis	thesis	NOUN
2v23vt16v21	12	3	proposes	propose	VERB
2v23vt16v21	12	4	an	an	DET
2v23vt16v21	12	5	efficient	efficient	ADJ
2v23vt16v21	12	6	scheduling	scheduling	NOUN
2v23vt16v21	12	7	algorithm	algorithm	NOUN
2v23vt16v21	12	8	which	which	PRON
2v23vt16v21	12	9	take	take	VERB
2v23vt16v21	12	10	into	into	ADP
2v23vt16v21	12	11	account	account	NOUN
2v23vt16v21	12	12	ilp	ilp	NOUN
2v23vt16v21	12	13	,	,	PUNCT
2v23vt16v21	12	14	register	register	VERB
2v23vt16v21	12	15	file	file	NOUN
2v23vt16v21	12	16	size	size	NOUN
2v23vt16v21	12	17	and	and	CCONJ
2v23vt16v21	12	18	inter	inter	ADJ
2v23vt16v21	12	19	-	-	ADJ
2v23vt16v21	12	20	cluster	cluster	ADJ
2v23vt16v21	12	21	communication	communication	NOUN
2v23vt16v21	12	22	constraints	constraint	NOUN
2v23vt16v21	12	23	.	.	PUNCT
2v23vt16v21	13	1	furthermore	furthermore	ADV
2v23vt16v21	13	2	,	,	PUNCT
2v23vt16v21	13	3	the	the	DET
2v23vt16v21	13	4	solution	solution	NOUN
2v23vt16v21	13	5	is	be	AUX
2v23vt16v21	13	6	completed	complete	VERB
2v23vt16v21	13	7	by	by	ADP
2v23vt16v21	13	8	deliberate	deliberate	ADJ
2v23vt16v21	13	9	the	the	DET
2v23vt16v21	13	10	effect	effect	NOUN
2v23vt16v21	13	11	of	of	ADP
2v23vt16v21	13	12	distributed	distribute	VERB
2v23vt16v21	13	13	caches	cache	NOUN
2v23vt16v21	13	14	.	.	PUNCT
2v23vt16v21	14	1	the	the	DET
2v23vt16v21	14	2	consideration	consideration	NOUN
2v23vt16v21	14	3	of	of	ADP
2v23vt16v21	14	4	data	datum	NOUN
2v23vt16v21	14	5	spilling	spilling	NOUN
2v23vt16v21	14	6	,	,	PUNCT
2v23vt16v21	14	7	cache	cache	NOUN
2v23vt16v21	14	8	conflicts	conflict	NOUN
2v23vt16v21	14	9	and	and	CCONJ
2v23vt16v21	14	10	cache	cache	NOUN
2v23vt16v21	14	11	communications	communication	NOUN
2v23vt16v21	14	12	are	be	AUX
2v23vt16v21	14	13	integrated	integrate	VERB
2v23vt16v21	14	14	into	into	ADP
2v23vt16v21	14	15	the	the	DET
2v23vt16v21	14	16	algorithm	algorithm	NOUN
2v23vt16v21	14	17	.	.	PUNCT
2v23vt16v21	15	1	another	another	DET
2v23vt16v21	15	2	target	target	NOUN
2v23vt16v21	15	3	architecture	architecture	NOUN
2v23vt16v21	15	4	is	be	AUX
2v23vt16v21	15	5	multi	multi	ADJ
2v23vt16v21	15	6	-	-	ADJ
2v23vt16v21	15	7	bank	bank	ADJ
2v23vt16v21	15	8	memory	memory	NOUN
2v23vt16v21	15	9	architecture	architecture	NOUN
2v23vt16v21	15	10	,	,	PUNCT
2v23vt16v21	15	11	which	which	PRON
2v23vt16v21	15	12	brings	bring	VERB
2v23vt16v21	15	13	the	the	DET
2v23vt16v21	15	14	scheduling	scheduling	NOUN
2v23vt16v21	15	15	complexity	complexity	NOUN
2v23vt16v21	15	16	and	and	CCONJ
2v23vt16v21	15	17	difficulty	difficulty	NOUN
2v23vt16v21	15	18	of	of	ADP
2v23vt16v21	15	19	variable	variable	ADJ
2v23vt16v21	15	20	partitioning	partitioning	NOUN
2v23vt16v21	15	21	.	.	PUNCT
2v23vt16v21	16	1	the	the	DET
2v23vt16v21	16	2	approach	approach	NOUN
2v23vt16v21	16	3	in	in	ADP
2v23vt16v21	16	4	the	the	DET
2v23vt16v21	16	5	thesis	thesis	NOUN
2v23vt16v21	16	6	not	not	PART
2v23vt16v21	16	7	only	only	ADV
2v23vt16v21	16	8	improves	improve	VERB
2v23vt16v21	16	9	the	the	DET
2v23vt16v21	16	10	existing	exist	VERB
2v23vt16v21	16	11	techniques	technique	NOUN
2v23vt16v21	16	12	when	when	SCONJ
2v23vt16v21	16	13	exploiting	exploit	VERB
2v23vt16v21	16	14	the	the	DET
2v23vt16v21	16	15	parallelism	parallelism	NOUN
2v23vt16v21	16	16	,	,	PUNCT
2v23vt16v21	16	17	but	but	CCONJ
2v23vt16v21	16	18	also	also	ADV
2v23vt16v21	16	19	considers	consider	VERB
2v23vt16v21	16	20	the	the	DET
2v23vt16v21	16	21	serialism	serialism	NOUN
2v23vt16v21	16	22	to	to	PART
2v23vt16v21	16	23	take	take	VERB
2v23vt16v21	16	24	advantage	advantage	NOUN
2v23vt16v21	16	25	of	of	ADP
2v23vt16v21	16	26	multiple	multiple	ADJ
2v23vt16v21	16	27	operating	operating	NOUN
2v23vt16v21	16	28	modes	mode	NOUN
2v23vt16v21	16	29	of	of	ADP
2v23vt16v21	16	30	the	the	DET
2v23vt16v21	16	31	memory	memory	NOUN
2v23vt16v21	16	32	banks	bank	NOUN
2v23vt16v21	16	33	.	.	PUNCT
2v23vt16v21	17	1	by	by	ADP
2v23vt16v21	17	2	identifying	identify	VERB
2v23vt16v21	17	3	the	the	DET
2v23vt16v21	17	4	best	good	ADJ
2v23vt16v21	17	5	tradeoff	tradeoff	NOUN
2v23vt16v21	17	6	between	between	ADP
2v23vt16v21	17	7	parallelism	parallelism	NOUN
2v23vt16v21	17	8	and	and	CCONJ
2v23vt16v21	17	9	serialism	serialism	NOUN
2v23vt16v21	17	10	,	,	PUNCT
2v23vt16v21	17	11	both	both	DET
2v23vt16v21	17	12	goals	goal	NOUN
2v23vt16v21	17	13	of	of	ADP
2v23vt16v21	17	14	performance	performance	NOUN
2v23vt16v21	17	15	and	and	CCONJ
2v23vt16v21	17	16	energy	energy	NOUN
2v23vt16v21	17	17	saving	saving	NOUN
2v23vt16v21	17	18	can	can	AUX
2v23vt16v21	17	19	be	be	AUX
2v23vt16v21	17	20	achieved	achieve	VERB
2v23vt16v21	17	21	.	.	PUNCT
2v23vt16v21	18	1	a	a	DET
2v23vt16v21	18	2	novel	novel	ADJ
2v23vt16v21	18	3	memory	memory	NOUN
2v23vt16v21	18	4	access	access	NOUN
2v23vt16v21	18	5	graph	graph	NOUN
2v23vt16v21	18	6	model	model	NOUN
2v23vt16v21	18	7	,	,	PUNCT
2v23vt16v21	18	8	which	which	PRON
2v23vt16v21	18	9	captures	capture	VERB
2v23vt16v21	18	10	both	both	DET
2v23vt16v21	18	11	information	information	NOUN
2v23vt16v21	18	12	of	of	ADP
2v23vt16v21	18	13	parallelism	parallelism	NOUN
2v23vt16v21	18	14	and	and	CCONJ
2v23vt16v21	18	15	serialism	serialism	NOUN
2v23vt16v21	18	16	,	,	PUNCT
2v23vt16v21	18	17	forms	form	VERB
2v23vt16v21	18	18	the	the	DET
2v23vt16v21	18	19	basis	basis	NOUN
2v23vt16v21	18	20	for	for	ADP
2v23vt16v21	18	21	this	this	DET
2v23vt16v21	18	22	scheduling	scheduling	NOUN
2v23vt16v21	18	23	approach	approach	NOUN
2v23vt16v21	18	24	.	.	PUNCT