id	sid	tid	token	lemma	pos
cana-692	1	1	communications	communication	NOUN
cana-692	1	2	on	on	ADP
cana-692	1	3	applied	apply	VERB
cana-692	1	4	nonlinear	nonlinear	ADJ
cana-692	1	5	analysis	analysis	NOUN
cana-692	1	6	issn	issn	NOUN
cana-692	1	7	:	:	PUNCT
cana-692	1	8	1074	1074	NUM
cana-692	1	9	-	-	PUNCT
cana-692	1	10	133x	133x	NUM
cana-692	1	11	vol	vol	NOUN
cana-692	1	12	31	31	NUM
cana-692	1	13	no	no	NOUN
cana-692	1	14	.	.	PUNCT
cana-692	2	1	2s	2s	NUM
cana-692	2	2	(	(	PUNCT
cana-692	2	3	2024	2024	NUM
cana-692	2	4	)	)	PUNCT
cana-692	2	5	656	656	NUM
cana-692	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	2	7	enhancing	enhance	VERB
cana-692	2	8	data	datum	NOUN
cana-692	2	9	security	security	NOUN
cana-692	2	10	in	in	ADP
cana-692	2	11	spark	spark	NOUN
cana-692	2	12	cluster	cluster	NOUN
cana-692	2	13	:	:	PUNCT
cana-692	2	14	a	a	DET
cana-692	2	15	novel	novel	ADJ
cana-692	2	16	symbol	symbol	NOUN
cana-692	2	17	-	-	PUNCT
cana-692	2	18	based	base	VERB
cana-692	2	19	authentication	authentication	NOUN
cana-692	2	20	approach	approach	NOUN
cana-692	2	21	1j.balaraju	1j.balaraju	NUM
cana-692	2	22	,	,	PUNCT
cana-692	2	23	2c.dastagiraiah	2c.dastagiraiah	NUM
cana-692	2	24	,	,	PUNCT
cana-692	2	25	3p.ravinder	3p.ravinder	NUM
cana-692	2	26	rao	rao	NOUN
cana-692	2	27	,	,	PUNCT
cana-692	2	28	4t.srikanth	4t.srikanth	PROPN
cana-692	2	29	,	,	PUNCT
cana-692	2	30	5k.jyothi	5k.jyothi	PROPN
cana-692	2	31	goud	goud	PROPN
cana-692	2	32	,	,	PUNCT
cana-692	2	33	6v.subramanyam	6v.subramanyam	PROPN
cana-692	2	34	1*corresponding	1*corresponde	VERB
cana-692	2	35	author	author	NOUN
cana-692	2	36	:	:	PUNCT
cana-692	2	37	associate	associate	NOUN
cana-692	2	38	professor	professor	NOUN
cana-692	2	39	,	,	PUNCT
cana-692	2	40	department	department	NOUN
cana-692	2	41	of	of	ADP
cana-692	2	42	cse	cse	PROPN
cana-692	2	43	,	,	PUNCT
cana-692	2	44	anurag	anurag	PROPN
cana-692	2	45	university,hyderabad,india.,balarajucse@anurag.edu.in	university,hyderabad,india.,balarajucse@anurag.edu.in	PROPN
cana-692	2	46	2	2	NUM
cana-692	2	47	assistant	assistant	NOUN
cana-692	2	48	professor	professor	NOUN
cana-692	2	49	,	,	PUNCT
cana-692	2	50	department	department	PROPN
cana-692	2	51	of	of	ADP
cana-692	2	52	cse	cse	PROPN
cana-692	2	53	,	,	PUNCT
cana-692	2	54	anurag	anurag	PROPN
cana-692	2	55	university	university	PROPN
cana-692	2	56	,	,	PUNCT
cana-692	2	57	hyderabad	hyderabad	PROPN
cana-692	2	58	,	,	PUNCT
cana-692	2	59	india	india	PROPN
cana-692	2	60	.	.	PROPN
cana-692	2	61	,	,	PUNCT
cana-692	2	62	dastagiraiah.cse@anurag.edu.in	dastagiraiah.cse@anurag.edu.in	NOUN
cana-692	2	63	.	.	PUNCT
cana-692	3	1	3assistant	3assistant	NUM
cana-692	3	2	professor	professor	NOUN
cana-692	3	3	,	,	PUNCT
cana-692	3	4	department	department	NOUN
cana-692	3	5	of	of	ADP
cana-692	3	6	cse	cse	PROPN
cana-692	3	7	,	,	PUNCT
cana-692	3	8	anurag	anurag	PROPN
cana-692	3	9	university	university	PROPN
cana-692	3	10	,	,	PUNCT
cana-692	3	11	hyderabad	hyderabad	PROPN
cana-692	3	12	,	,	PUNCT
cana-692	3	13	india	india	PROPN
cana-692	3	14	.	.	PROPN
cana-692	3	15	,	,	PUNCT
cana-692	3	16	ravinderraocse@anurag.edu.in	ravinderraocse@anurag.edu.in	NOUN
cana-692	3	17	.	.	PUNCT
cana-692	3	18	4	4	NUM
cana-692	3	19	assistant	assistant	NOUN
cana-692	3	20	professor	professor	NOUN
cana-692	3	21	,	,	PUNCT
cana-692	3	22	department	department	PROPN
cana-692	3	23	of	of	ADP
cana-692	3	24	cse	cse	PROPN
cana-692	3	25	,	,	PUNCT
cana-692	3	26	anurag	anurag	PROPN
cana-692	3	27	university	university	PROPN
cana-692	3	28	,	,	PUNCT
cana-692	3	29	hyderabad	hyderabad	PROPN
cana-692	3	30	,	,	PUNCT
cana-692	3	31	india	india	PROPN
cana-692	3	32	.	.	PROPN
cana-692	3	33	,	,	PUNCT
cana-692	3	34	jyothi.kurremula@gmail.com	jyothi.kurremula@gmail.com	X
cana-692	3	35	.	.	PUNCT
cana-692	4	1	5assistant	5assistant	NUM
cana-692	4	2	professor	professor	NOUN
cana-692	4	3	,	,	PUNCT
cana-692	4	4	department	department	NOUN
cana-692	4	5	of	of	ADP
cana-692	4	6	cse	cse	PROPN
cana-692	4	7	,	,	PUNCT
cana-692	4	8	anurag	anurag	PROPN
cana-692	4	9	university,hyderabad,india.,srikanthcse@anurag.edu.in	university,hyderabad,india.,srikanthcse@anurag.edu.in	PROPN
cana-692	4	10	.	.	PUNCT
cana-692	5	1	6associate	6associate	NUM
cana-692	5	2	professor	professor	NOUN
cana-692	5	3	,	,	PUNCT
cana-692	5	4	department	department	NOUN
cana-692	5	5	of	of	ADP
cana-692	5	6	cse	cse	PROPN
cana-692	5	7	,	,	PUNCT
cana-692	5	8	anurag	anurag	PROPN
cana-692	5	9	university	university	PROPN
cana-692	5	10	,	,	PUNCT
cana-692	5	11	hyderabad	hyderabad	PROPN
cana-692	5	12	,	,	PUNCT
cana-692	5	13	india	india	PROPN
cana-692	5	14	.	.	PROPN
cana-692	5	15	,	,	PUNCT
cana-692	5	16	voore.subramanyam206@gmail.com	voore.subramanyam206@gmail.com	X
cana-692	5	17	.	.	PUNCT
cana-692	5	18	article	article	NOUN
cana-692	5	19	history	history	NOUN
cana-692	5	20	:	:	PUNCT
cana-692	5	21	received	receive	VERB
cana-692	5	22	:	:	PUNCT
cana-692	5	23	01	01	NUM
cana-692	5	24	-	-	PUNCT
cana-692	5	25	04	04	NUM
cana-692	5	26	-	-	PUNCT
cana-692	5	27	2024	2024	NUM
cana-692	5	28	revised	revise	VERB
cana-692	5	29	:	:	PUNCT
cana-692	5	30	19	19	NUM
cana-692	5	31	-	-	PUNCT
cana-692	5	32	05	05	NUM
cana-692	5	33	-	-	PUNCT
cana-692	5	34	2024	2024	NUM
cana-692	5	35	accepted	accept	VERB
cana-692	5	36	:	:	PUNCT
cana-692	5	37	02	02	NUM
cana-692	5	38	-	-	PUNCT
cana-692	5	39	06	06	NUM
cana-692	5	40	-	-	PUNCT
cana-692	5	41	2024	2024	NUM
cana-692	5	42	abstract	abstract	NOUN
cana-692	5	43	:	:	PUNCT
cana-692	5	44	user	user	NOUN
cana-692	5	45	authentication	authentication	NOUN
cana-692	5	46	is	be	AUX
cana-692	5	47	the	the	DET
cana-692	5	48	process	process	NOUN
cana-692	5	49	of	of	ADP
cana-692	5	50	confirming	confirm	VERB
cana-692	5	51	an	an	DET
cana-692	5	52	individual	individual	NOUN
cana-692	5	53	's	's	PART
cana-692	5	54	identity	identity	NOUN
cana-692	5	55	prior	prior	ADV
cana-692	5	56	to	to	ADP
cana-692	5	57	granting	grant	VERB
cana-692	5	58	them	they	PRON
cana-692	5	59	access	access	NOUN
cana-692	5	60	to	to	ADP
cana-692	5	61	a	a	DET
cana-692	5	62	connected	connected	ADJ
cana-692	5	63	device	device	NOUN
cana-692	5	64	,	,	PUNCT
cana-692	5	65	an	an	DET
cana-692	5	66	online	online	ADJ
cana-692	5	67	service	service	NOUN
cana-692	5	68	,	,	PUNCT
cana-692	5	69	or	or	CCONJ
cana-692	5	70	any	any	DET
cana-692	5	71	other	other	ADJ
cana-692	5	72	valuable	valuable	ADJ
cana-692	5	73	resource	resource	NOUN
cana-692	5	74	.	.	PUNCT
cana-692	6	1	its	its	PRON
cana-692	6	2	importance	importance	NOUN
cana-692	6	3	lies	lie	VERB
cana-692	6	4	in	in	ADP
cana-692	6	5	its	its	PRON
cana-692	6	6	capability	capability	NOUN
cana-692	6	7	to	to	PART
cana-692	6	8	protect	protect	VERB
cana-692	6	9	data	datum	NOUN
cana-692	6	10	,	,	PUNCT
cana-692	6	11	applications	application	NOUN
cana-692	6	12	,	,	PUNCT
cana-692	6	13	and	and	CCONJ
cana-692	6	14	networks	network	NOUN
cana-692	6	15	for	for	ADP
cana-692	6	16	organizations	organization	NOUN
cana-692	6	17	by	by	ADP
cana-692	6	18	restricting	restrict	VERB
cana-692	6	19	access	access	NOUN
cana-692	6	20	to	to	ADP
cana-692	6	21	authorized	authorize	VERB
cana-692	6	22	individuals	individual	NOUN
cana-692	6	23	or	or	CCONJ
cana-692	6	24	approved	approve	VERB
cana-692	6	25	processes	process	NOUN
cana-692	6	26	.	.	PUNCT
cana-692	7	1	in	in	ADP
cana-692	7	2	this	this	DET
cana-692	7	3	study	study	NOUN
cana-692	7	4	,	,	PUNCT
cana-692	7	5	the	the	DET
cana-692	7	6	widely	widely	ADV
cana-692	7	7	used	use	VERB
cana-692	7	8	apache	apache	NOUN
cana-692	7	9	spark	spark	NOUN
cana-692	7	10	technology	technology	NOUN
cana-692	7	11	was	be	AUX
cana-692	7	12	employed	employ	VERB
cana-692	7	13	for	for	ADP
cana-692	7	14	storing	store	VERB
cana-692	7	15	and	and	CCONJ
cana-692	7	16	analyzing	analyze	VERB
cana-692	7	17	vast	vast	ADJ
cana-692	7	18	amounts	amount	NOUN
cana-692	7	19	of	of	ADP
cana-692	7	20	data	datum	NOUN
cana-692	7	21	,	,	PUNCT
cana-692	7	22	and	and	CCONJ
cana-692	7	23	a	a	DET
cana-692	7	24	unique	unique	ADJ
cana-692	7	25	authentication	authentication	NOUN
cana-692	7	26	framework	framework	NOUN
cana-692	7	27	was	be	AUX
cana-692	7	28	introduced	introduce	VERB
cana-692	7	29	.	.	PUNCT
cana-692	8	1	a	a	DET
cana-692	8	2	dynamic	dynamic	ADJ
cana-692	8	3	symbol	symbol	NOUN
cana-692	8	4	selection	selection	NOUN
cana-692	8	5	authentication	authentication	NOUN
cana-692	8	6	offers	offer	VERB
cana-692	8	7	a	a	DET
cana-692	8	8	promising	promising	ADJ
cana-692	8	9	alternative	alternative	NOUN
cana-692	8	10	to	to	ADP
cana-692	8	11	traditional	traditional	ADJ
cana-692	8	12	alphanumeric	alphanumeric	ADJ
cana-692	8	13	passwords	password	NOUN
cana-692	8	14	,	,	PUNCT
cana-692	8	15	as	as	ADV
cana-692	8	16	well	well	ADV
cana-692	8	17	as	as	ADP
cana-692	8	18	biometric	biometric	ADJ
cana-692	8	19	and	and	CCONJ
cana-692	8	20	facial	facial	ADJ
cana-692	8	21	authentications	authentication	NOUN
cana-692	8	22	.	.	PUNCT
cana-692	9	1	this	this	DET
cana-692	9	2	authentication	authentication	NOUN
cana-692	9	3	method	method	NOUN
cana-692	9	4	has	have	AUX
cana-692	9	5	been	be	AUX
cana-692	9	6	thoroughly	thoroughly	ADV
cana-692	9	7	tested	test	VERB
cana-692	9	8	in	in	ADP
cana-692	9	9	the	the	DET
cana-692	9	10	highly	highly	ADV
cana-692	9	11	distributed	distribute	VERB
cana-692	9	12	apache	apache	NOUN
cana-692	9	13	spark	spark	NOUN
cana-692	9	14	cluster	cluster	NOUN
cana-692	9	15	.	.	PUNCT
cana-692	10	1	the	the	DET
cana-692	10	2	implementation	implementation	NOUN
cana-692	10	3	utilizes	utilize	VERB
cana-692	10	4	sha512	sha512	ADJ
cana-692	10	5	cryptography	cryptography	NOUN
cana-692	10	6	in	in	ADP
cana-692	10	7	various	various	ADJ
cana-692	10	8	ways	way	NOUN
cana-692	10	9	and	and	CCONJ
cana-692	10	10	compares	compare	VERB
cana-692	10	11	the	the	DET
cana-692	10	12	results	result	NOUN
cana-692	10	13	with	with	ADP
cana-692	10	14	existing	exist	VERB
cana-692	10	15	authentication	authentication	NOUN
cana-692	10	16	and	and	CCONJ
cana-692	10	17	machine	machine	NOUN
cana-692	10	18	learning	learning	NOUN
cana-692	10	19	algorithms	algorithm	NOUN
cana-692	10	20	.	.	PUNCT
cana-692	11	1	the	the	DET
cana-692	11	2	authentication	authentication	NOUN
cana-692	11	3	scheme	scheme	NOUN
cana-692	11	4	,	,	PUNCT
cana-692	11	5	combined	combine	VERB
cana-692	11	6	with	with	ADP
cana-692	11	7	the	the	DET
cana-692	11	8	powerful	powerful	ADJ
cana-692	11	9	apache	apache	NOUN
cana-692	11	10	spark	spark	NOUN
cana-692	11	11	distributed	distribute	VERB
cana-692	11	12	system	system	NOUN
cana-692	11	13	consisting	consist	VERB
cana-692	11	14	of	of	ADP
cana-692	11	15	10	10	NUM
cana-692	11	16	nodes	node	NOUN
cana-692	11	17	,	,	PUNCT
cana-692	11	18	yielded	yield	VERB
cana-692	11	19	exceptional	exceptional	ADJ
cana-692	11	20	outcomes	outcome	NOUN
cana-692	11	21	.	.	PUNCT
cana-692	12	1	keywords	keyword	NOUN
cana-692	12	2	:	:	PUNCT
cana-692	12	3	distributed	distributed	ADJ
cana-692	12	4	computing	computing	NOUN
cana-692	12	5	,	,	PUNCT
cana-692	12	6	authentication	authentication	NOUN
cana-692	12	7	sha512	sha512	NOUN
cana-692	12	8	,	,	PUNCT
cana-692	12	9	spark	spark	NOUN
cana-692	12	10	,	,	PUNCT
cana-692	12	11	cryptography	cryptography	NOUN
cana-692	12	12	.	.	PUNCT
cana-692	13	1	1	1	X
cana-692	13	2	.	.	X
cana-692	13	3	introduction	introduction	NOUN
cana-692	13	4	big	big	ADJ
cana-692	13	5	data	datum	NOUN
cana-692	13	6	security	security	NOUN
cana-692	13	7	is	be	AUX
cana-692	13	8	a	a	DET
cana-692	13	9	critical	critical	ADJ
cana-692	13	10	aspect	aspect	NOUN
cana-692	13	11	of	of	ADP
cana-692	13	12	apache	apache	PROPN
cana-692	13	13	spark	spark	PROPN
cana-692	13	14	cluster	cluster	NOUN
cana-692	13	15	security	security	NOUN
cana-692	13	16	,	,	PUNCT
cana-692	13	17	and	and	CCONJ
cana-692	13	18	it	it	PRON
cana-692	13	19	is	be	AUX
cana-692	13	20	frequently	frequently	ADV
cana-692	13	21	linked	link	VERB
cana-692	13	22	to	to	ADP
cana-692	13	23	the	the	DET
cana-692	13	24	human	human	ADJ
cana-692	13	25	factor	factor	NOUN
cana-692	13	26	.	.	PUNCT
cana-692	14	1	the	the	DET
cana-692	14	2	significance	significance	NOUN
cana-692	14	3	of	of	ADP
cana-692	14	4	these	these	DET
cana-692	14	5	factors	factor	NOUN
cana-692	14	6	lies	lie	VERB
cana-692	14	7	in	in	ADP
cana-692	14	8	the	the	DET
cana-692	14	9	development	development	NOUN
cana-692	14	10	of	of	ADP
cana-692	14	11	secure	secure	ADJ
cana-692	14	12	systems	system	NOUN
cana-692	14	13	,	,	PUNCT
cana-692	14	14	security	security	NOUN
cana-692	14	15	features	feature	NOUN
cana-692	14	16	,	,	PUNCT
cana-692	14	17	and	and	CCONJ
cana-692	14	18	human	human	ADJ
cana-692	14	19	-	-	PUNCT
cana-692	14	20	computer	computer	NOUN
cana-692	14	21	interaction	interaction	NOUN
cana-692	14	22	.	.	PUNCT
cana-692	15	1	the	the	DET
cana-692	15	2	primary	primary	ADJ
cana-692	15	3	concern	concern	NOUN
cana-692	15	4	in	in	ADP
cana-692	15	5	this	this	DET
cana-692	15	6	context	context	NOUN
cana-692	15	7	is	be	AUX
cana-692	15	8	the	the	DET
cana-692	15	9	authentication	authentication	NOUN
cana-692	15	10	issue	issue	NOUN
cana-692	15	11	.	.	PUNCT
cana-692	16	1	user	user	NOUN
cana-692	16	2	authentication	authentication	NOUN
cana-692	16	3	plays	play	VERB
cana-692	16	4	a	a	DET
cana-692	16	5	pivotal	pivotal	ADJ
cana-692	16	6	role	role	NOUN
cana-692	16	7	in	in	ADP
cana-692	16	8	computer	computer	NOUN
cana-692	16	9	and	and	CCONJ
cana-692	16	10	big	big	ADJ
cana-692	16	11	data	datum	NOUN
cana-692	16	12	security	security	NOUN
cana-692	16	13	scenarios	scenario	NOUN
cana-692	16	14	,	,	PUNCT
cana-692	16	15	ensuring	ensure	VERB
cana-692	16	16	that	that	SCONJ
cana-692	16	17	the	the	DET
cana-692	16	18	individual	individual	NOUN
cana-692	16	19	requesting	request	VERB
cana-692	16	20	a	a	DET
cana-692	16	21	resource	resource	NOUN
cana-692	16	22	is	be	AUX
cana-692	16	23	indeed	indeed	ADV
cana-692	16	24	the	the	DET
cana-692	16	25	person	person	NOUN
cana-692	16	26	they	they	PRON
cana-692	16	27	claim	claim	VERB
cana-692	16	28	to	to	PART
cana-692	16	29	be	be	AUX
cana-692	16	30	.	.	PUNCT
cana-692	17	1	presently	presently	ADV
cana-692	17	2	,	,	PUNCT
cana-692	17	3	most	most	ADJ
cana-692	17	4	authentication	authentication	NOUN
cana-692	17	5	solutions	solution	NOUN
cana-692	17	6	incorporate	incorporate	VERB
cana-692	17	7	a	a	DET
cana-692	17	8	combination	combination	NOUN
cana-692	17	9	of	of	ADP
cana-692	17	10	a	a	DET
cana-692	17	11	username	username	NOUN
cana-692	17	12	and	and	CCONJ
cana-692	17	13	password	password	NOUN
cana-692	17	14	.	.	PUNCT
cana-692	18	1	a	a	DET
cana-692	18	2	password	password	NOUN
cana-692	18	3	serves	serve	VERB
cana-692	18	4	as	as	ADP
cana-692	18	5	a	a	DET
cana-692	18	6	form	form	NOUN
cana-692	18	7	of	of	ADP
cana-692	18	8	confidential	confidential	ADJ
cana-692	18	9	authentication	authentication	NOUN
cana-692	18	10	information	information	NOUN
cana-692	18	11	utilized	utilize	VERB
cana-692	18	12	to	to	PART
cana-692	18	13	regulate	regulate	VERB
cana-692	18	14	access	access	NOUN
cana-692	18	15	to	to	ADP
cana-692	18	16	data	datum	NOUN
cana-692	18	17	and	and	CCONJ
cana-692	18	18	resources	resource	NOUN
cana-692	18	19	.	.	PUNCT
cana-692	19	1	it	it	PRON
cana-692	19	2	remains	remain	VERB
cana-692	19	3	undisclosed	undisclosed	ADJ
cana-692	19	4	to	to	ADP
cana-692	19	5	unauthorized	unauthorized	ADJ
cana-692	19	6	individuals	individual	NOUN
cana-692	19	7	,	,	PUNCT
cana-692	19	8	and	and	CCONJ
cana-692	19	9	those	those	PRON
cana-692	19	10	seeking	seek	VERB
cana-692	19	11	access	access	NOUN
cana-692	19	12	are	be	AUX
cana-692	19	13	required	require	VERB
cana-692	19	14	to	to	PART
cana-692	19	15	provide	provide	VERB
cana-692	19	16	the	the	DET
cana-692	19	17	correct	correct	ADJ
cana-692	19	18	password	password	NOUN
cana-692	19	19	in	in	ADP
cana-692	19	20	order	order	NOUN
cana-692	19	21	to	to	PART
cana-692	19	22	be	be	AUX
cana-692	19	23	granted	grant	VERB
cana-692	19	24	or	or	CCONJ
cana-692	19	25	denied	deny	VERB
cana-692	19	26	entry	entry	NOUN
cana-692	19	27	.	.	PUNCT
cana-692	20	1	however	however	ADV
cana-692	20	2	,	,	PUNCT
cana-692	20	3	the	the	DET
cana-692	20	4	drawback	drawback	NOUN
cana-692	20	5	of	of	ADP
cana-692	20	6	passwords	password	NOUN
cana-692	20	7	lies	lie	VERB
cana-692	20	8	in	in	ADP
cana-692	20	9	the	the	DET
cana-692	20	10	necessity	necessity	NOUN
cana-692	20	11	to	to	PART
cana-692	20	12	keep	keep	VERB
cana-692	20	13	them	they	PRON
cana-692	20	14	secret	secret	ADJ
cana-692	20	15	and	and	CCONJ
cana-692	20	16	for	for	SCONJ
cana-692	20	17	users	user	NOUN
cana-692	20	18	to	to	PART
cana-692	20	19	remember	remember	VERB
cana-692	20	20	them	they	PRON
cana-692	20	21	.	.	PUNCT
cana-692	21	1	each	each	DET
cana-692	21	2	authentication	authentication	NOUN
cana-692	21	3	method	method	NOUN
cana-692	21	4	comes	come	VERB
cana-692	21	5	with	with	ADP
cana-692	21	6	its	its	PRON
cana-692	21	7	own	own	ADJ
cana-692	21	8	set	set	NOUN
cana-692	21	9	of	of	ADP
cana-692	21	10	guidelines	guideline	NOUN
cana-692	21	11	and	and	CCONJ
cana-692	21	12	restrictions	restriction	NOUN
cana-692	21	13	,	,	PUNCT
cana-692	21	14	such	such	ADJ
cana-692	21	15	as	as	ADP
cana-692	21	16	the	the	DET
cana-692	21	17	inclusion	inclusion	NOUN
cana-692	21	18	of	of	ADP
cana-692	21	19	alphanumeric	alphanumeric	ADJ
cana-692	21	20	and	and	CCONJ
cana-692	21	21	special	special	ADJ
cana-692	21	22	communications	communication	NOUN
cana-692	21	23	on	on	ADP
cana-692	21	24	applied	apply	VERB
cana-692	21	25	nonlinear	nonlinear	ADJ
cana-692	21	26	analysis	analysis	NOUN
cana-692	21	27	issn	issn	NOUN
cana-692	21	28	:	:	PUNCT
cana-692	21	29	1074	1074	NUM
cana-692	21	30	-	-	PUNCT
cana-692	21	31	133x	133x	NUM
cana-692	21	32	vol	vol	NOUN
cana-692	21	33	31	31	NUM
cana-692	21	34	no	no	NOUN
cana-692	21	35	.	.	PUNCT
cana-692	22	1	2s	2s	NUM
cana-692	22	2	(	(	PUNCT
cana-692	22	3	2024	2024	NUM
cana-692	22	4	)	)	PUNCT
cana-692	22	5	657	657	NUM
cana-692	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	22	7	characters	character	NOUN
cana-692	22	8	,	,	PUNCT
cana-692	22	9	as	as	ADV
cana-692	22	10	well	well	ADV
cana-692	22	11	as	as	ADP
cana-692	22	12	a	a	DET
cana-692	22	13	minimum	minimum	ADJ
cana-692	22	14	length	length	NOUN
cana-692	22	15	for	for	ADP
cana-692	22	16	the	the	DET
cana-692	22	17	password	password	NOUN
cana-692	22	18	.	.	PUNCT
cana-692	23	1	these	these	DET
cana-692	23	2	passwords	password	NOUN
cana-692	23	3	primarily	primarily	ADV
cana-692	23	4	consist	consist	VERB
cana-692	23	5	of	of	ADP
cana-692	23	6	textbased	textbase	VERB
cana-692	23	7	combinations	combination	NOUN
cana-692	23	8	.	.	PUNCT
cana-692	24	1	passwords	password	NOUN
cana-692	24	2	have	have	AUX
cana-692	24	3	been	be	AUX
cana-692	24	4	employed	employ	VERB
cana-692	24	5	since	since	SCONJ
cana-692	24	6	ancient	ancient	ADJ
cana-692	24	7	times	time	NOUN
cana-692	24	8	,	,	PUNCT
cana-692	24	9	when	when	SCONJ
cana-692	24	10	soldiers	soldier	NOUN
cana-692	24	11	guarding	guard	VERB
cana-692	24	12	a	a	DET
cana-692	24	13	location	location	NOUN
cana-692	24	14	exchanged	exchange	VERB
cana-692	24	15	secret	secret	ADJ
cana-692	24	16	codes	code	NOUN
cana-692	24	17	and	and	CCONJ
cana-692	24	18	only	only	ADV
cana-692	24	19	permitted	permit	VERB
cana-692	24	20	entry	entry	NOUN
cana-692	24	21	to	to	ADP
cana-692	24	22	those	those	PRON
cana-692	24	23	who	who	PRON
cana-692	24	24	were	be	AUX
cana-692	24	25	aware	aware	ADJ
cana-692	24	26	of	of	ADP
cana-692	24	27	them[1][2][3	them[1][2][3	NOUN
cana-692	24	28	]	]	PUNCT
cana-692	24	29	.	.	PUNCT
cana-692	25	1	a.	a.	PROPN
cana-692	25	2	apache	apache	PROPN
cana-692	25	3	spark	spark	PROPN
cana-692	25	4	apache	apache	NOUN
cana-692	25	5	spark	spark	NOUN
cana-692	25	6	is	be	AUX
cana-692	25	7	a	a	DET
cana-692	25	8	framework	framework	NOUN
cana-692	25	9	that	that	PRON
cana-692	25	10	is	be	AUX
cana-692	25	11	open	open	ADJ
cana-692	25	12	source	source	NOUN
cana-692	25	13	and	and	CCONJ
cana-692	25	14	is	be	AUX
cana-692	25	15	used	use	VERB
cana-692	25	16	for	for	ADP
cana-692	25	17	processing	process	VERB
cana-692	25	18	large	large	ADJ
cana-692	25	19	amounts	amount	NOUN
cana-692	25	20	of	of	ADP
cana-692	25	21	data	datum	NOUN
cana-692	25	22	by	by	ADP
cana-692	25	23	utilizing	utilize	VERB
cana-692	25	24	key	key	ADJ
cana-692	25	25	hadoop	hadoop	NOUN
cana-692	25	26	components	component	NOUN
cana-692	25	27	.	.	PUNCT
cana-692	26	1	it	it	PRON
cana-692	26	2	employs	employ	VERB
cana-692	26	3	a	a	DET
cana-692	26	4	multi	multi	ADJ
cana-692	26	5	-	-	ADJ
cana-692	26	6	stage	stage	NOUN
cana-692	26	7	processing	processing	NOUN
cana-692	26	8	method	method	NOUN
cana-692	26	9	that	that	PRON
cana-692	26	10	operates	operate	VERB
cana-692	26	11	inmemory	inmemory	NOUN
cana-692	26	12	and	and	CCONJ
cana-692	26	13	is	be	AUX
cana-692	26	14	100	100	NUM
cana-692	26	15	times	time	NOUN
cana-692	26	16	faster	fast	ADJ
cana-692	26	17	than	than	ADP
cana-692	26	18	map	map	NOUN
cana-692	26	19	-	-	PUNCT
cana-692	26	20	reduce	reduce	NOUN
cana-692	26	21	when	when	SCONJ
cana-692	26	22	compared	compare	VERB
cana-692	26	23	to	to	ADP
cana-692	26	24	other	other	ADJ
cana-692	26	25	big	big	ADJ
cana-692	26	26	data	datum	NOUN
cana-692	26	27	processing	processing	NOUN
cana-692	26	28	tools	tool	NOUN
cana-692	26	29	like	like	ADP
cana-692	26	30	hadoop	hadoop	NOUN
cana-692	26	31	and	and	CCONJ
cana-692	26	32	storm	storm	NOUN
cana-692	26	33	.	.	PUNCT
cana-692	27	1	spark	spark	NOUN
cana-692	27	2	has	have	VERB
cana-692	27	3	the	the	DET
cana-692	27	4	capability	capability	NOUN
cana-692	27	5	to	to	PART
cana-692	27	6	access	access	VERB
cana-692	27	7	and	and	CCONJ
cana-692	27	8	process	process	VERB
cana-692	27	9	any	any	DET
cana-692	27	10	hadoop	hadoop	NOUN
cana-692	27	11	data	datum	NOUN
cana-692	27	12	source	source	NOUN
cana-692	27	13	that	that	PRON
cana-692	27	14	can	can	AUX
cana-692	27	15	be	be	AUX
cana-692	27	16	executed	execute	VERB
cana-692	27	17	on	on	ADP
cana-692	27	18	hadoop	hadoop	NOUN
cana-692	27	19	clusters	cluster	NOUN
cana-692	27	20	.	.	PUNCT
cana-692	28	1	at	at	ADP
cana-692	28	2	its	its	PRON
cana-692	28	3	foundation	foundation	NOUN
cana-692	28	4	,	,	PUNCT
cana-692	28	5	apache	apache	NOUN
cana-692	28	6	spark	spark	NOUN
cana-692	28	7	encompasses	encompass	VERB
cana-692	28	8	fundamental	fundamental	ADJ
cana-692	28	9	features	feature	NOUN
cana-692	28	10	pertaining	pertain	VERB
cana-692	28	11	to	to	ADP
cana-692	28	12	task	task	NOUN
cana-692	28	13	scheduling	scheduling	NOUN
cana-692	28	14	,	,	PUNCT
cana-692	28	15	memory	memory	NOUN
cana-692	28	16	management	management	NOUN
cana-692	28	17	,	,	PUNCT
cana-692	28	18	error	error	NOUN
cana-692	28	19	recovery	recovery	NOUN
cana-692	28	20	,	,	PUNCT
cana-692	28	21	and	and	CCONJ
cana-692	28	22	communication	communication	NOUN
cana-692	28	23	with	with	ADP
cana-692	28	24	storage	storage	NOUN
cana-692	28	25	systems	system	NOUN
cana-692	28	26	[	[	X
cana-692	28	27	4	4	NUM
cana-692	28	28	]	]	PUNCT
cana-692	28	29	.	.	PUNCT
cana-692	29	1	b.	b.	PROPN
cana-692	29	2	cryptography	cryptography	NOUN
cana-692	29	3	encryption	encryption	NOUN
cana-692	29	4	is	be	AUX
cana-692	29	5	a	a	DET
cana-692	29	6	crucial	crucial	ADJ
cana-692	29	7	process	process	NOUN
cana-692	29	8	that	that	PRON
cana-692	29	9	utilizes	utilize	VERB
cana-692	29	10	mathematical	mathematical	ADJ
cana-692	29	11	algorithms	algorithm	NOUN
cana-692	29	12	and	and	CCONJ
cana-692	29	13	protocols	protocol	NOUN
cana-692	29	14	to	to	PART
cana-692	29	15	secure	secure	VERB
cana-692	29	16	data	datum	NOUN
cana-692	29	17	by	by	ADP
cana-692	29	18	encrypting	encrypt	VERB
cana-692	29	19	and	and	CCONJ
cana-692	29	20	decrypting	decrypt	VERB
cana-692	29	21	it	it	PRON
cana-692	29	22	.	.	PUNCT
cana-692	30	1	its	its	PRON
cana-692	30	2	primary	primary	ADJ
cana-692	30	3	purpose	purpose	NOUN
cana-692	30	4	is	be	AUX
cana-692	30	5	to	to	PART
cana-692	30	6	prevent	prevent	VERB
cana-692	30	7	unauthorized	unauthorized	ADJ
cana-692	30	8	access	access	NOUN
cana-692	30	9	and	and	CCONJ
cana-692	30	10	maintain	maintain	VERB
cana-692	30	11	the	the	DET
cana-692	30	12	integrity	integrity	NOUN
cana-692	30	13	of	of	ADP
cana-692	30	14	the	the	DET
cana-692	30	15	data	datum	NOUN
cana-692	30	16	.	.	PUNCT
cana-692	31	1	encryption	encryption	NOUN
cana-692	31	2	plays	play	VERB
cana-692	31	3	a	a	DET
cana-692	31	4	vital	vital	ADJ
cana-692	31	5	role	role	NOUN
cana-692	31	6	in	in	ADP
cana-692	31	7	key	key	ADJ
cana-692	31	8	-	-	PUNCT
cana-692	31	9	based	base	VERB
cana-692	31	10	authentication	authentication	NOUN
cana-692	31	11	(	(	PUNCT
cana-692	31	12	sba	sba	NOUN
cana-692	31	13	)	)	PUNCT
cana-692	31	14	as	as	SCONJ
cana-692	31	15	it	it	PRON
cana-692	31	16	ensures	ensure	VERB
cana-692	31	17	the	the	DET
cana-692	31	18	confidentiality	confidentiality	NOUN
cana-692	31	19	and	and	CCONJ
cana-692	31	20	integrity	integrity	NOUN
cana-692	31	21	of	of	ADP
cana-692	31	22	the	the	DET
cana-692	31	23	authentication	authentication	NOUN
cana-692	31	24	process	process	NOUN
cana-692	31	25	.	.	PUNCT
cana-692	32	1	in	in	ADP
cana-692	32	2	token	token	NOUN
cana-692	32	3	-	-	PUNCT
cana-692	32	4	based	base	VERB
cana-692	32	5	authentication	authentication	NOUN
cana-692	32	6	,	,	PUNCT
cana-692	32	7	cryptography	cryptography	NOUN
cana-692	32	8	is	be	AUX
cana-692	32	9	employed	employ	VERB
cana-692	32	10	in	in	ADP
cana-692	32	11	various	various	ADJ
cana-692	32	12	ways	way	NOUN
cana-692	32	13	.	.	PUNCT
cana-692	33	1	typically	typically	ADV
cana-692	33	2	,	,	PUNCT
cana-692	33	3	cryptographic	cryptographic	ADJ
cana-692	33	4	hashes	hash	NOUN
cana-692	33	5	are	be	AUX
cana-692	33	6	utilized	utilize	VERB
cana-692	33	7	to	to	PART
cana-692	33	8	convert	convert	VERB
cana-692	33	9	passwords	password	NOUN
cana-692	33	10	or	or	CCONJ
cana-692	33	11	image	image	NOUN
cana-692	33	12	patterns	pattern	NOUN
cana-692	33	13	into	into	ADP
cana-692	33	14	fixed	fix	VERB
cana-692	33	15	-	-	PUNCT
cana-692	33	16	length	length	NOUN
cana-692	33	17	hashes	hash	NOUN
cana-692	33	18	,	,	PUNCT
cana-692	33	19	which	which	PRON
cana-692	33	20	can	can	AUX
cana-692	33	21	be	be	AUX
cana-692	33	22	securely	securely	ADV
cana-692	33	23	stored	store	VERB
cana-692	33	24	or	or	CCONJ
cana-692	33	25	transmitted	transmit	VERB
cana-692	33	26	without	without	ADP
cana-692	33	27	revealing	reveal	VERB
cana-692	33	28	the	the	DET
cana-692	33	29	original	original	ADJ
cana-692	33	30	data	datum	NOUN
cana-692	33	31	.	.	PUNCT
cana-692	34	1	cryptography	cryptography	NOUN
cana-692	34	2	is	be	AUX
cana-692	34	3	also	also	ADV
cana-692	34	4	employed	employ	VERB
cana-692	34	5	to	to	PART
cana-692	34	6	safeguard	safeguard	VERB
cana-692	34	7	the	the	DET
cana-692	34	8	communication	communication	NOUN
cana-692	34	9	between	between	ADP
cana-692	34	10	the	the	DET
cana-692	34	11	client	client	NOUN
cana-692	34	12	and	and	CCONJ
cana-692	34	13	the	the	DET
cana-692	34	14	server	server	NOUN
cana-692	34	15	during	during	ADP
cana-692	34	16	the	the	DET
cana-692	34	17	authentication	authentication	NOUN
cana-692	34	18	process[5][6	process[5][6	NOUN
cana-692	34	19	]	]	PUNCT
cana-692	34	20	.	.	PUNCT
cana-692	35	1	sha512	sha512	ADJ
cana-692	35	2	algorithm	algorithm	NOUN
cana-692	35	3	.	.	PUNCT
cana-692	36	1	sha-512	sha-512	PROPN
cana-692	36	2	is	be	AUX
cana-692	36	3	a	a	DET
cana-692	36	4	hashing	hash	VERB
cana-692	36	5	algorithm	algorithm	NOUN
cana-692	36	6	that	that	PRON
cana-692	36	7	operates	operate	VERB
cana-692	36	8	on	on	ADP
cana-692	36	9	input	input	NOUN
cana-692	36	10	data	datum	NOUN
cana-692	36	11	.	.	PUNCT
cana-692	37	1	it	it	PRON
cana-692	37	2	is	be	AUX
cana-692	37	3	utilized	utilize	VERB
cana-692	37	4	in	in	ADP
cana-692	37	5	various	various	ADJ
cana-692	37	6	fields	field	NOUN
cana-692	37	7	such	such	ADJ
cana-692	37	8	as	as	ADP
cana-692	37	9	blockchains	blockchain	NOUN
cana-692	37	10	,	,	PUNCT
cana-692	37	11	digital	digital	ADJ
cana-692	37	12	certificates	certificate	NOUN
cana-692	37	13	,	,	PUNCT
cana-692	37	14	and	and	CCONJ
cana-692	37	15	internet	internet	NOUN
cana-692	37	16	security	security	NOUN
cana-692	37	17	.	.	PUNCT
cana-692	38	1	hashing	hash	VERB
cana-692	38	2	algorithms	algorithm	NOUN
cana-692	38	3	play	play	VERB
cana-692	38	4	a	a	DET
cana-692	38	5	crucial	crucial	ADJ
cana-692	38	6	role	role	NOUN
cana-692	38	7	in	in	ADP
cana-692	38	8	digital	digital	ADJ
cana-692	38	9	security	security	NOUN
cana-692	38	10	and	and	CCONJ
cana-692	38	11	encryption	encryption	NOUN
cana-692	38	12	.	.	PUNCT
cana-692	39	1	sha-512	sha-512	PROPN
cana-692	39	2	is	be	AUX
cana-692	39	3	part	part	NOUN
cana-692	39	4	of	of	ADP
cana-692	39	5	the	the	DET
cana-692	39	6	sha-2	sha-2	ADJ
cana-692	39	7	family	family	NOUN
cana-692	39	8	,	,	PUNCT
cana-692	39	9	alongside	alongside	ADP
cana-692	39	10	sha-256	sha-256	PROPN
cana-692	39	11	,	,	PUNCT
cana-692	39	12	and	and	CCONJ
cana-692	39	13	is	be	AUX
cana-692	39	14	specifically	specifically	ADV
cana-692	39	15	employed	employ	VERB
cana-692	39	16	in	in	ADP
cana-692	39	17	hashing	hash	VERB
cana-692	39	18	the	the	DET
cana-692	39	19	bitcoin	bitcoin	PROPN
cana-692	39	20	blockchain	blockchain	NOUN
cana-692	39	21	.	.	PUNCT
cana-692	40	1	consequently	consequently	ADV
cana-692	40	2	,	,	PUNCT
cana-692	40	3	sha-512	sha-512	NOUN
cana-692	40	4	executes	execute	VERB
cana-692	40	5	its	its	PRON
cana-692	40	6	functions	function	NOUN
cana-692	40	7	through	through	ADP
cana-692	40	8	a	a	DET
cana-692	40	9	series	series	NOUN
cana-692	40	10	of	of	ADP
cana-692	40	11	steps[7	steps[7	ADP
cana-692	40	12	]	]	X
cana-692	40	13	.	.	PUNCT
cana-692	41	1	2	2	X
cana-692	41	2	.	.	X
cana-692	41	3	problem	problem	NOUN
cana-692	41	4	definition	definition	NOUN
cana-692	41	5	.	.	PUNCT
cana-692	42	1	most	most	ADJ
cana-692	42	2	data	datum	NOUN
cana-692	42	3	today	today	NOUN
cana-692	42	4	is	be	AUX
cana-692	42	5	stored	store	VERB
cana-692	42	6	in	in	ADP
cana-692	42	7	widely	widely	ADV
cana-692	42	8	-	-	PUNCT
cana-692	42	9	used	use	VERB
cana-692	42	10	open	open	ADJ
cana-692	42	11	-	-	PUNCT
cana-692	42	12	source	source	NOUN
cana-692	42	13	distributed	distribute	VERB
cana-692	42	14	systems	system	NOUN
cana-692	42	15	like	like	ADP
cana-692	42	16	hadoop	hadoop	NOUN
cana-692	42	17	and	and	CCONJ
cana-692	42	18	apache	apache	NOUN
cana-692	42	19	spark	spark	NOUN
cana-692	42	20	,	,	PUNCT
cana-692	42	21	which	which	PRON
cana-692	42	22	do	do	AUX
cana-692	42	23	not	not	PART
cana-692	42	24	have	have	AUX
cana-692	42	25	built	build	VERB
cana-692	42	26	-	-	PUNCT
cana-692	42	27	in	in	ADP
cana-692	42	28	security	security	NOUN
cana-692	42	29	features	feature	NOUN
cana-692	42	30	and	and	CCONJ
cana-692	42	31	instead	instead	ADV
cana-692	42	32	rely	rely	VERB
cana-692	42	33	on	on	ADP
cana-692	42	34	third	third	ADJ
cana-692	42	35	-	-	PUNCT
cana-692	42	36	party	party	NOUN
cana-692	42	37	security	security	NOUN
cana-692	42	38	protocols	protocol	NOUN
cana-692	42	39	.	.	PUNCT
cana-692	43	1	apache	apache	NOUN
cana-692	43	2	spark	spark	PROPN
cana-692	43	3	utilizes	utilize	VERB
cana-692	43	4	hadoop	hadoop	NOUN
cana-692	43	5	cores	core	NOUN
cana-692	43	6	for	for	ADP
cana-692	43	7	big	big	ADJ
cana-692	43	8	data	datum	NOUN
cana-692	43	9	storage	storage	NOUN
cana-692	43	10	and	and	CCONJ
cana-692	43	11	processing	processing	NOUN
cana-692	43	12	.	.	PUNCT
cana-692	44	1	hadoop	hadoop	NOUN
cana-692	44	2	itself	itself	PRON
cana-692	44	3	lacks	lack	VERB
cana-692	44	4	its	its	PRON
cana-692	44	5	own	own	ADJ
cana-692	44	6	security	security	NOUN
cana-692	44	7	mechanisms	mechanism	NOUN
cana-692	44	8	and	and	CCONJ
cana-692	44	9	heavily	heavily	ADV
cana-692	44	10	relies	rely	VERB
cana-692	44	11	on	on	ADP
cana-692	44	12	external	external	ADJ
cana-692	44	13	security	security	NOUN
cana-692	44	14	protocols	protocol	NOUN
cana-692	44	15	like	like	ADP
cana-692	44	16	kerberos	kerberos	PROPN
cana-692	44	17	and	and	CCONJ
cana-692	44	18	apache	apache	PROPN
cana-692	44	19	knox	knox	PROPN
cana-692	44	20	.	.	PUNCT
cana-692	45	1	the	the	DET
cana-692	45	2	current	current	ADJ
cana-692	45	3	authentication	authentication	NOUN
cana-692	45	4	processes	process	NOUN
cana-692	45	5	are	be	AUX
cana-692	45	6	inefficient	inefficient	ADJ
cana-692	45	7	,	,	PUNCT
cana-692	45	8	leading	lead	VERB
cana-692	45	9	to	to	ADP
cana-692	45	10	risks	risk	NOUN
cana-692	45	11	of	of	ADP
cana-692	45	12	unauthorized	unauthorized	ADJ
cana-692	45	13	access	access	NOUN
cana-692	45	14	not	not	PART
cana-692	45	15	only	only	ADV
cana-692	45	16	to	to	ADP
cana-692	45	17	personal	personal	ADJ
cana-692	45	18	accounts	account	NOUN
cana-692	45	19	but	but	CCONJ
cana-692	45	20	also	also	ADV
cana-692	45	21	to	to	ADP
cana-692	45	22	corporate	corporate	ADJ
cana-692	45	23	accounts	account	NOUN
cana-692	45	24	and	and	CCONJ
cana-692	45	25	sensitive	sensitive	ADJ
cana-692	45	26	corporate	corporate	ADJ
cana-692	45	27	data	datum	NOUN
cana-692	45	28	.	.	PUNCT
cana-692	46	1	3	3	X
cana-692	46	2	.	.	X
cana-692	46	3	literature	literature	PROPN
cana-692	46	4	review	review	PROPN
cana-692	46	5	.	.	PUNCT
cana-692	47	1	srinivas	srinivas	PROPN
cana-692	47	2	et	et	PROPN
cana-692	47	3	al[8	al[8	PROPN
cana-692	47	4	]	]	PUNCT
cana-692	47	5	are	be	AUX
cana-692	47	6	devised	devise	VERB
cana-692	47	7	a	a	DET
cana-692	47	8	symbol	symbol	NOUN
cana-692	47	9	-	-	PUNCT
cana-692	47	10	oriented	orient	VERB
cana-692	47	11	input	input	NOUN
cana-692	47	12	method	method	NOUN
cana-692	47	13	that	that	PRON
cana-692	47	14	safeguards	safeguard	VERB
cana-692	47	15	against	against	ADP
cana-692	47	16	shoulder	shoulder	NOUN
cana-692	47	17	attacks	attack	NOUN
cana-692	47	18	by	by	ADP
cana-692	47	19	employing	employ	VERB
cana-692	47	20	a	a	DET
cana-692	47	21	convex	convex	ADJ
cana-692	47	22	hull	hull	NOUN
cana-692	47	23	approach	approach	NOUN
cana-692	47	24	.	.	PUNCT
cana-692	48	1	to	to	PART
cana-692	48	2	successfully	successfully	ADV
cana-692	48	3	click	click	VERB
cana-692	48	4	within	within	ADP
cana-692	48	5	the	the	DET
cana-692	48	6	convex	convex	NOUN
cana-692	48	7	hull	hull	NOUN
cana-692	48	8	created	create	VERB
cana-692	48	9	by	by	ADP
cana-692	48	10	the	the	DET
cana-692	48	11	moving	move	VERB
cana-692	48	12	objects	object	NOUN
cana-692	48	13	,	,	PUNCT
cana-692	48	14	the	the	DET
cana-692	48	15	user	user	NOUN
cana-692	48	16	needs	need	VERB
cana-692	48	17	to	to	PART
cana-692	48	18	identify	identify	VERB
cana-692	48	19	these	these	DET
cana-692	48	20	objects	object	NOUN
cana-692	48	21	.	.	PUNCT
cana-692	49	1	if	if	SCONJ
cana-692	49	2	the	the	DET
cana-692	49	3	user	user	NOUN
cana-692	49	4	desires	desire	VERB
cana-692	49	5	a	a	DET
cana-692	49	6	more	more	ADV
cana-692	49	7	challenging	challenging	ADJ
cana-692	49	8	password	password	NOUN
cana-692	49	9	to	to	PART
cana-692	49	10	guess	guess	VERB
cana-692	49	11	,	,	PUNCT
cana-692	49	12	a	a	DET
cana-692	49	13	vast	vast	ADJ
cana-692	49	14	array	array	NOUN
cana-692	49	15	of	of	ADP
cana-692	49	16	objects	object	NOUN
cana-692	49	17	can	can	AUX
cana-692	49	18	be	be	AUX
cana-692	49	19	utilized	utilize	VERB
cana-692	49	20	.	.	PUNCT
cana-692	50	1	however	however	ADV
cana-692	50	2	,	,	PUNCT
cana-692	50	3	this	this	PRON
cana-692	50	4	leads	lead	VERB
cana-692	50	5	to	to	ADP
cana-692	50	6	overcrowded	overcrowded	ADJ
cana-692	50	7	images	image	NOUN
cana-692	50	8	communications	communication	NOUN
cana-692	50	9	on	on	ADP
cana-692	50	10	applied	apply	VERB
cana-692	50	11	nonlinear	nonlinear	ADJ
cana-692	50	12	analysis	analysis	NOUN
cana-692	50	13	issn	issn	NOUN
cana-692	50	14	:	:	PUNCT
cana-692	50	15	1074	1074	NUM
cana-692	50	16	-	-	PUNCT
cana-692	50	17	133x	133x	NUM
cana-692	50	18	vol	vol	NOUN
cana-692	50	19	31	31	NUM
cana-692	50	20	no	no	NOUN
cana-692	50	21	.	.	PUNCT
cana-692	51	1	2s	2s	NUM
cana-692	51	2	(	(	PUNCT
cana-692	51	3	2024	2024	NUM
cana-692	51	4	)	)	PUNCT
cana-692	51	5	658	658	NUM
cana-692	51	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	51	7	and	and	CCONJ
cana-692	51	8	objects	object	NOUN
cana-692	51	9	that	that	PRON
cana-692	51	10	are	be	AUX
cana-692	51	11	nearly	nearly	ADV
cana-692	51	12	impossible	impossible	ADJ
cana-692	51	13	to	to	PART
cana-692	51	14	distinguish	distinguish	VERB
cana-692	51	15	.	.	PUNCT
cana-692	52	1	on	on	ADP
cana-692	52	2	the	the	DET
cana-692	52	3	other	other	ADJ
cana-692	52	4	hand	hand	NOUN
cana-692	52	5	,	,	PUNCT
cana-692	52	6	using	use	VERB
cana-692	52	7	fewer	few	ADJ
cana-692	52	8	elements	element	NOUN
cana-692	52	9	reduces	reduce	VERB
cana-692	52	10	the	the	DET
cana-692	52	11	passage	passage	NOUN
cana-692	52	12	space	space	NOUN
cana-692	52	13	,	,	PUNCT
cana-692	52	14	resulting	result	VERB
cana-692	52	15	in	in	ADP
cana-692	52	16	a	a	DET
cana-692	52	17	larger	large	ADJ
cana-692	52	18	convex	convex	NOUN
cana-692	52	19	hull	hull	NOUN
cana-692	52	20	.	.	PUNCT
cana-692	53	1	balaraju	balaraju	PROPN
cana-692	53	2	et	et	PROPN
cana-692	53	3	al	al	PROPN
cana-692	54	1	[	[	X
cana-692	54	2	9	9	NUM
cana-692	54	3	]	]	PUNCT
cana-692	54	4	in	in	ADP
cana-692	54	5	their	their	PRON
cana-692	54	6	study	study	NOUN
cana-692	54	7	,	,	PUNCT
cana-692	54	8	highlighted	highlight	VERB
cana-692	54	9	the	the	DET
cana-692	54	10	challenging	challenging	ADJ
cana-692	54	11	nature	nature	NOUN
cana-692	54	12	of	of	ADP
cana-692	54	13	big	big	ADJ
cana-692	54	14	data	datum	NOUN
cana-692	54	15	storage	storage	NOUN
cana-692	54	16	,	,	PUNCT
cana-692	54	17	safety	safety	NOUN
cana-692	54	18	,	,	PUNCT
cana-692	54	19	and	and	CCONJ
cana-692	54	20	security	security	NOUN
cana-692	54	21	.	.	PUNCT
cana-692	55	1	rather	rather	ADV
cana-692	55	2	than	than	ADP
cana-692	55	3	opting	opt	VERB
cana-692	55	4	for	for	ADP
cana-692	55	5	alternative	alternative	ADJ
cana-692	55	6	big	big	ADJ
cana-692	55	7	data	datum	NOUN
cana-692	55	8	technologies	technology	NOUN
cana-692	55	9	,	,	PUNCT
cana-692	55	10	the	the	DET
cana-692	55	11	hadoop	hadoop	NOUN
cana-692	55	12	framework	framework	NOUN
cana-692	55	13	emerges	emerge	VERB
cana-692	55	14	as	as	ADP
cana-692	55	15	a	a	DET
cana-692	55	16	viable	viable	ADJ
cana-692	55	17	solution	solution	NOUN
cana-692	55	18	to	to	PART
cana-692	55	19	address	address	VERB
cana-692	55	20	these	these	DET
cana-692	55	21	concerns	concern	NOUN
cana-692	55	22	.	.	PUNCT
cana-692	56	1	notably	notably	ADV
cana-692	56	2	,	,	PUNCT
cana-692	56	3	hadoop	hadoop	NOUN
cana-692	56	4	has	have	AUX
cana-692	56	5	significantly	significantly	ADV
cana-692	56	6	enhanced	enhance	VERB
cana-692	56	7	its	its	PRON
cana-692	56	8	security	security	NOUN
cana-692	56	9	features	feature	NOUN
cana-692	56	10	over	over	ADP
cana-692	56	11	the	the	DET
cana-692	56	12	last	last	ADJ
cana-692	56	13	decade	decade	NOUN
cana-692	56	14	through	through	ADP
cana-692	56	15	continuous	continuous	ADJ
cana-692	56	16	improvements	improvement	NOUN
cana-692	56	17	.	.	PUNCT
cana-692	57	1	the	the	DET
cana-692	57	2	latter	latter	ADJ
cana-692	57	3	part	part	NOUN
cana-692	57	4	of	of	ADP
cana-692	57	5	the	the	DET
cana-692	57	6	paper	paper	NOUN
cana-692	57	7	delves	delf	NOUN
cana-692	57	8	into	into	ADP
cana-692	57	9	the	the	DET
cana-692	57	10	persistent	persistent	ADJ
cana-692	57	11	authentication	authentication	NOUN
cana-692	57	12	challenges	challenge	NOUN
cana-692	57	13	,	,	PUNCT
cana-692	57	14	metadata	metadata	VERB
cana-692	57	15	security	security	NOUN
cana-692	57	16	issues	issue	NOUN
cana-692	57	17	,	,	PUNCT
cana-692	57	18	and	and	CCONJ
cana-692	57	19	data	datum	NOUN
cana-692	57	20	streaming	streaming	NOUN
cana-692	57	21	concerns	concern	NOUN
cana-692	57	22	faced	face	VERB
cana-692	57	23	by	by	ADP
cana-692	57	24	hadoop	hadoop	NOUN
cana-692	57	25	and	and	CCONJ
cana-692	57	26	spark	spark	NOUN
cana-692	57	27	..	..	PUNCT
cana-692	58	1	licheng	licheng	PROPN
cana-692	58	2	ma	ma	PROPN
cana-692	58	3	.	.	PROPN
cana-692	58	4	et	et	PROPN
cana-692	58	5	al	al	PROPN
cana-692	59	1	[	[	X
cana-692	59	2	10	10	NUM
cana-692	59	3	]	]	PUNCT
cana-692	59	4	developed	develop	VERB
cana-692	59	5	a	a	DET
cana-692	59	6	novel	novel	ADJ
cana-692	59	7	approach	approach	NOUN
cana-692	59	8	for	for	ADP
cana-692	59	9	graphical	graphical	ADJ
cana-692	59	10	password	password	NOUN
cana-692	59	11	authentication	authentication	NOUN
cana-692	59	12	.	.	PUNCT
cana-692	60	1	in	in	ADP
cana-692	60	2	their	their	PRON
cana-692	60	3	method	method	NOUN
cana-692	60	4	,	,	PUNCT
cana-692	60	5	users	user	NOUN
cana-692	60	6	are	be	AUX
cana-692	60	7	required	require	VERB
cana-692	60	8	to	to	PART
cana-692	60	9	click	click	VERB
cana-692	60	10	on	on	ADP
cana-692	60	11	approximate	approximate	ADJ
cana-692	60	12	regions	region	NOUN
cana-692	60	13	of	of	ADP
cana-692	60	14	a	a	DET
cana-692	60	15	specific	specific	ADJ
cana-692	60	16	image	image	NOUN
cana-692	60	17	to	to	PART
cana-692	60	18	gain	gain	VERB
cana-692	60	19	access	access	NOUN
cana-692	60	20	to	to	ADP
cana-692	60	21	predetermined	predetermine	VERB
cana-692	60	22	destinations	destination	NOUN
cana-692	60	23	.	.	PUNCT
cana-692	61	1	passlogix	passlogix	PROPN
cana-692	61	2	further	far	ADV
cana-692	61	3	enhanced	enhance	VERB
cana-692	61	4	this	this	DET
cana-692	61	5	concept	concept	NOUN
cana-692	61	6	by	by	ADP
cana-692	61	7	introducing	introduce	VERB
cana-692	61	8	the	the	DET
cana-692	61	9	verification	verification	NOUN
cana-692	61	10	of	of	ADP
cana-692	61	11	legitimacy	legitimacy	NOUN
cana-692	61	12	through	through	ADP
cana-692	61	13	the	the	DET
cana-692	61	14	correct	correct	ADJ
cana-692	61	15	sequence	sequence	NOUN
cana-692	61	16	of	of	ADP
cana-692	61	17	clicking	click	VERB
cana-692	61	18	on	on	ADP
cana-692	61	19	different	different	ADJ
cana-692	61	20	items	item	NOUN
cana-692	61	21	..	..	PUNCT
cana-692	61	22	prasad	prasad	PROPN
cana-692	61	23	rao	rao	PROPN
cana-692	61	24	et	et	PROPN
cana-692	61	25	al	al	PROPN
cana-692	62	1	[	[	X
cana-692	62	2	11	11	NUM
cana-692	62	3	]	]	PUNCT
cana-692	62	4	in	in	ADP
cana-692	62	5	their	their	PRON
cana-692	62	6	study	study	NOUN
cana-692	62	7	,	,	PUNCT
cana-692	62	8	delve	delve	VERB
cana-692	62	9	into	into	ADP
cana-692	62	10	the	the	DET
cana-692	62	11	topic	topic	NOUN
cana-692	62	12	of	of	ADP
cana-692	62	13	authentication	authentication	NOUN
cana-692	62	14	security	security	NOUN
cana-692	62	15	measures	measure	NOUN
cana-692	62	16	in	in	ADP
cana-692	62	17	hadoop	hadoop	NOUN
cana-692	62	18	and	and	CCONJ
cana-692	62	19	spark	spark	NOUN
cana-692	62	20	.	.	PUNCT
cana-692	63	1	they	they	PRON
cana-692	63	2	explore	explore	VERB
cana-692	63	3	the	the	DET
cana-692	63	4	utilization	utilization	NOUN
cana-692	63	5	of	of	ADP
cana-692	63	6	third	third	ADJ
cana-692	63	7	-	-	PUNCT
cana-692	63	8	party	party	NOUN
cana-692	63	9	security	security	NOUN
cana-692	63	10	providers	provider	NOUN
cana-692	63	11	like	like	ADP
cana-692	63	12	kerberos	kerberos	PROPN
cana-692	63	13	and	and	CCONJ
cana-692	63	14	apache	apache	PROPN
cana-692	63	15	knox	knox	PROPN
cana-692	63	16	,	,	PUNCT
cana-692	63	17	which	which	PRON
cana-692	63	18	come	come	VERB
cana-692	63	19	with	with	ADP
cana-692	63	20	a	a	DET
cana-692	63	21	notable	notable	ADJ
cana-692	63	22	computational	computational	ADJ
cana-692	63	23	burden	burden	NOUN
cana-692	63	24	in	in	ADP
cana-692	63	25	safeguarding	safeguard	VERB
cana-692	63	26	data	datum	NOUN
cana-692	63	27	.	.	PUNCT
cana-692	64	1	however	however	ADV
cana-692	64	2	,	,	PUNCT
cana-692	64	3	despite	despite	SCONJ
cana-692	64	4	the	the	DET
cana-692	64	5	cost	cost	NOUN
cana-692	64	6	,	,	PUNCT
cana-692	64	7	this	this	DET
cana-692	64	8	security	security	NOUN
cana-692	64	9	approach	approach	NOUN
cana-692	64	10	falls	fall	VERB
cana-692	64	11	short	short	ADV
cana-692	64	12	in	in	ADP
cana-692	64	13	establishing	establish	VERB
cana-692	64	14	a	a	DET
cana-692	64	15	truly	truly	ADV
cana-692	64	16	trusted	trust	VERB
cana-692	64	17	environment	environment	NOUN
cana-692	64	18	.	.	PUNCT
cana-692	65	1	furthermore	furthermore	ADV
cana-692	65	2	,	,	PUNCT
cana-692	65	3	the	the	DET
cana-692	65	4	authors	author	NOUN
cana-692	65	5	highlight	highlight	VERB
cana-692	65	6	the	the	DET
cana-692	65	7	limitation	limitation	NOUN
cana-692	65	8	of	of	ADP
cana-692	65	9	solely	solely	ADV
cana-692	65	10	authenticating	authenticate	VERB
cana-692	65	11	users	user	NOUN
cana-692	65	12	without	without	ADP
cana-692	65	13	considering	consider	VERB
cana-692	65	14	their	their	PRON
cana-692	65	15	processes	process	NOUN
cana-692	65	16	.	.	PUNCT
cana-692	66	1	to	to	PART
cana-692	66	2	address	address	VERB
cana-692	66	3	these	these	DET
cana-692	66	4	concerns	concern	NOUN
cana-692	66	5	,	,	PUNCT
cana-692	66	6	they	they	PRON
cana-692	66	7	propose	propose	VERB
cana-692	66	8	a	a	DET
cana-692	66	9	novel	novel	ADJ
cana-692	66	10	security	security	NOUN
cana-692	66	11	method	method	NOUN
cana-692	66	12	that	that	PRON
cana-692	66	13	employs	employ	VERB
cana-692	66	14	a	a	DET
cana-692	66	15	secure	secure	ADJ
cana-692	66	16	authentication	authentication	NOUN
cana-692	66	17	interface	interface	NOUN
cana-692	66	18	to	to	PART
cana-692	66	19	ensure	ensure	VERB
cana-692	66	20	the	the	DET
cana-692	66	21	protection	protection	NOUN
cana-692	66	22	of	of	ADP
cana-692	66	23	big	big	ADJ
cana-692	66	24	data	datum	NOUN
cana-692	66	25	within	within	ADP
cana-692	66	26	a	a	DET
cana-692	66	27	hadoop	hadoop	NOUN
cana-692	66	28	/	/	SYM
cana-692	66	29	spark	spark	NOUN
cana-692	66	30	cluster	cluster	NOUN
cana-692	66	31	.	.	PUNCT
cana-692	67	1	yuxin	yuxin	PROPN
cana-692	67	2	.	.	PUNCT
cana-692	68	1	et	et	PROPN
cana-692	68	2	al	al	PROPN
cana-692	69	1	[	[	X
cana-692	69	2	12	12	NUM
cana-692	69	3	]	]	PUNCT
cana-692	69	4	developed	develop	VERB
cana-692	69	5	a	a	DET
cana-692	69	6	technique	technique	NOUN
cana-692	69	7	that	that	PRON
cana-692	69	8	involves	involve	VERB
cana-692	69	9	utilizing	utilize	VERB
cana-692	69	10	a	a	DET
cana-692	69	11	mouse	mouse	NOUN
cana-692	69	12	to	to	PART
cana-692	69	13	sketch	sketch	VERB
cana-692	69	14	a	a	DET
cana-692	69	15	digital	digital	ADJ
cana-692	69	16	signature	signature	NOUN
cana-692	69	17	for	for	ADP
cana-692	69	18	authentication	authentication	NOUN
cana-692	69	19	purposes	purpose	NOUN
cana-692	69	20	.	.	PUNCT
cana-692	70	1	this	this	DET
cana-692	70	2	technique	technique	NOUN
cana-692	70	3	is	be	AUX
cana-692	70	4	divided	divide	VERB
cana-692	70	5	into	into	ADP
cana-692	70	6	two	two	NUM
cana-692	70	7	main	main	ADJ
cana-692	70	8	stages	stage	NOUN
cana-692	70	9	:	:	PUNCT
cana-692	70	10	registration	registration	NOUN
cana-692	70	11	and	and	CCONJ
cana-692	70	12	verification	verification	NOUN
cana-692	70	13	.	.	PUNCT
cana-692	71	1	during	during	ADP
cana-692	71	2	the	the	DET
cana-692	71	3	registration	registration	NOUN
cana-692	71	4	phase	phase	NOUN
cana-692	71	5	,	,	PUNCT
cana-692	71	6	the	the	DET
cana-692	71	7	user	user	NOUN
cana-692	71	8	signs	sign	VERB
cana-692	71	9	their	their	PRON
cana-692	71	10	name	name	NOUN
cana-692	71	11	using	use	VERB
cana-692	71	12	the	the	DET
cana-692	71	13	mouse	mouse	NOUN
cana-692	71	14	,	,	PUNCT
cana-692	71	15	following	follow	VERB
cana-692	71	16	which	which	PRON
cana-692	71	17	the	the	DET
cana-692	71	18	system	system	NOUN
cana-692	71	19	erases	erase	VERB
cana-692	71	20	the	the	DET
cana-692	71	21	signature	signature	NOUN
cana-692	71	22	area	area	NOUN
cana-692	71	23	.	.	PUNCT
cana-692	72	1	the	the	DET
cana-692	72	2	system	system	NOUN
cana-692	72	3	takes	take	VERB
cana-692	72	4	the	the	DET
cana-692	72	5	user	user	NOUN
cana-692	72	6	's	's	PART
cana-692	72	7	signature	signature	NOUN
cana-692	72	8	as	as	ADP
cana-692	72	9	an	an	DET
cana-692	72	10	input	input	NOUN
cana-692	72	11	,	,	PUNCT
cana-692	72	12	undergoes	undergo	VERB
cana-692	72	13	a	a	DET
cana-692	72	14	normalization	normalization	NOUN
cana-692	72	15	process	process	NOUN
cana-692	72	16	,	,	PUNCT
cana-692	72	17	and	and	CCONJ
cana-692	72	18	subsequently	subsequently	ADV
cana-692	72	19	extracts	extract	VERB
cana-692	72	20	the	the	DET
cana-692	72	21	signature	signature	NOUN
cana-692	72	22	parameters	parameter	NOUN
cana-692	72	23	during	during	ADP
cana-692	72	24	the	the	DET
cana-692	72	25	validation	validation	NOUN
cana-692	72	26	phase	phase	NOUN
cana-692	72	27	.	.	PUNCT
cana-692	73	1	balaraju	balaraju	PROPN
cana-692	73	2	and	and	CCONJ
cana-692	73	3	prasada	prasada	PROPN
cana-692	73	4	rao	rao	PROPN
cana-692	73	5	et	et	PROPN
cana-692	73	6	al	al	PROPN
cana-692	74	1	[	[	X
cana-692	74	2	13	13	NUM
cana-692	74	3	]	]	PUNCT
cana-692	74	4	developed	develop	VERB
cana-692	74	5	a	a	DET
cana-692	74	6	technique	technique	NOUN
cana-692	74	7	that	that	PRON
cana-692	74	8	involves	involve	VERB
cana-692	74	9	utilizing	utilize	VERB
cana-692	74	10	a	a	DET
cana-692	74	11	mouse	mouse	NOUN
cana-692	74	12	to	to	PART
cana-692	74	13	create	create	VERB
cana-692	74	14	a	a	DET
cana-692	74	15	digital	digital	ADJ
cana-692	74	16	signature	signature	NOUN
cana-692	74	17	for	for	ADP
cana-692	74	18	authentication	authentication	NOUN
cana-692	74	19	purposes	purpose	NOUN
cana-692	74	20	.	.	PUNCT
cana-692	75	1	this	this	DET
cana-692	75	2	technique	technique	NOUN
cana-692	75	3	is	be	AUX
cana-692	75	4	divided	divide	VERB
cana-692	75	5	into	into	ADP
cana-692	75	6	two	two	NUM
cana-692	75	7	main	main	ADJ
cana-692	75	8	stages	stage	NOUN
cana-692	75	9	:	:	PUNCT
cana-692	75	10	registration	registration	NOUN
cana-692	75	11	and	and	CCONJ
cana-692	75	12	verification	verification	NOUN
cana-692	75	13	.	.	PUNCT
cana-692	76	1	during	during	ADP
cana-692	76	2	the	the	DET
cana-692	76	3	registration	registration	NOUN
cana-692	76	4	phase	phase	NOUN
cana-692	76	5	,	,	PUNCT
cana-692	76	6	the	the	DET
cana-692	76	7	user	user	NOUN
cana-692	76	8	signs	sign	VERB
cana-692	76	9	their	their	PRON
cana-692	76	10	name	name	NOUN
cana-692	76	11	using	use	VERB
cana-692	76	12	the	the	DET
cana-692	76	13	mouse	mouse	NOUN
cana-692	76	14	,	,	PUNCT
cana-692	76	15	following	follow	VERB
cana-692	76	16	which	which	PRON
cana-692	76	17	the	the	DET
cana-692	76	18	system	system	NOUN
cana-692	76	19	clears	clear	VERB
cana-692	76	20	the	the	DET
cana-692	76	21	signature	signature	NOUN
cana-692	76	22	area	area	NOUN
cana-692	76	23	.	.	PUNCT
cana-692	77	1	the	the	DET
cana-692	77	2	user	user	NOUN
cana-692	77	3	's	's	PART
cana-692	77	4	signature	signature	NOUN
cana-692	77	5	is	be	AUX
cana-692	77	6	taken	take	VERB
cana-692	77	7	as	as	ADP
cana-692	77	8	input	input	NOUN
cana-692	77	9	,	,	PUNCT
cana-692	77	10	undergoes	undergo	VERB
cana-692	77	11	a	a	DET
cana-692	77	12	normalization	normalization	NOUN
cana-692	77	13	process	process	NOUN
cana-692	77	14	,	,	PUNCT
cana-692	77	15	and	and	CCONJ
cana-692	77	16	then	then	ADV
cana-692	77	17	the	the	DET
cana-692	77	18	signature	signature	NOUN
cana-692	77	19	parameters	parameter	NOUN
cana-692	77	20	are	be	AUX
cana-692	77	21	extracted	extract	VERB
cana-692	77	22	during	during	ADP
cana-692	77	23	the	the	DET
cana-692	77	24	validation	validation	NOUN
cana-692	77	25	phase	phase	NOUN
cana-692	77	26	.	.	PUNCT
cana-692	78	1	4	4	X
cana-692	78	2	.	.	X
cana-692	78	3	materials	material	NOUN
cana-692	78	4	and	and	CCONJ
cana-692	78	5	methods	method	NOUN
cana-692	78	6	spark	spark	VERB
cana-692	78	7	multi	multi	ADJ
cana-692	78	8	-	-	ADJ
cana-692	78	9	node	node	ADJ
cana-692	78	10	cluster	cluster	NOUN
cana-692	78	11	can	can	AUX
cana-692	78	12	support	support	VERB
cana-692	78	13	up	up	ADP
cana-692	78	14	to	to	PART
cana-692	78	15	16,000	16,000	NUM
cana-692	78	16	nodes	node	NOUN
cana-692	78	17	by	by	ADP
cana-692	78	18	segregating	segregating	ADJ
cana-692	78	19	master	master	NOUN
cana-692	78	20	and	and	CCONJ
cana-692	78	21	child	child	NOUN
cana-692	78	22	services	service	NOUN
cana-692	78	23	.	.	PUNCT
cana-692	79	1	a	a	DET
cana-692	79	2	significant	significant	ADJ
cana-692	79	3	number	number	NOUN
cana-692	79	4	of	of	ADP
cana-692	79	5	users	user	NOUN
cana-692	79	6	can	can	AUX
cana-692	79	7	operate	operate	VERB
cana-692	79	8	within	within	ADP
cana-692	79	9	the	the	DET
cana-692	79	10	cluster	cluster	NOUN
cana-692	79	11	.	.	PUNCT
cana-692	80	1	the	the	DET
cana-692	80	2	basic	basic	ADJ
cana-692	80	3	services	service	NOUN
cana-692	80	4	enable	enable	VERB
cana-692	80	5	any	any	DET
cana-692	80	6	user	user	NOUN
cana-692	80	7	to	to	PART
cana-692	80	8	join	join	VERB
cana-692	80	9	the	the	DET
cana-692	80	10	cluster	cluster	NOUN
cana-692	80	11	with	with	ADP
cana-692	80	12	equal	equal	ADJ
cana-692	80	13	privileges	privilege	NOUN
cana-692	80	14	,	,	PUNCT
cana-692	80	15	without	without	ADP
cana-692	80	16	the	the	DET
cana-692	80	17	need	need	NOUN
cana-692	80	18	for	for	ADP
cana-692	80	19	user	user	NOUN
cana-692	80	20	authentication	authentication	NOUN
cana-692	80	21	..	..	PUNCT
cana-692	81	1	communications	communication	NOUN
cana-692	81	2	on	on	ADP
cana-692	81	3	applied	apply	VERB
cana-692	81	4	nonlinear	nonlinear	ADJ
cana-692	81	5	analysis	analysis	NOUN
cana-692	81	6	issn	issn	NOUN
cana-692	81	7	:	:	PUNCT
cana-692	81	8	1074	1074	NUM
cana-692	81	9	-	-	PUNCT
cana-692	81	10	133x	133x	NUM
cana-692	81	11	vol	vol	NOUN
cana-692	81	12	31	31	NUM
cana-692	81	13	no	no	NOUN
cana-692	81	14	.	.	PUNCT
cana-692	82	1	2s	2s	NUM
cana-692	82	2	(	(	PUNCT
cana-692	82	3	2024	2024	NUM
cana-692	82	4	)	)	PUNCT
cana-692	82	5	659	659	NUM
cana-692	82	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	82	7	fig	fig	NOUN
cana-692	82	8	1	1	NUM
cana-692	82	9	:	:	PUNCT
cana-692	82	10	proposed	propose	VERB
cana-692	82	11	symbol	symbol	NOUN
cana-692	82	12	-	-	PUNCT
cana-692	82	13	based	base	VERB
cana-692	82	14	authentication	authentication	NOUN
cana-692	82	15	for	for	ADP
cana-692	82	16	spark	spark	NOUN
cana-692	82	17	cluster	cluster	NOUN
cana-692	82	18	.	.	PUNCT
cana-692	83	1	a	a	DET
cana-692	83	2	hadoop	hadoop	NOUN
cana-692	83	3	/spark	/spark	NOUN
cana-692	83	4	cluster	cluster	NOUN
cana-692	83	5	configuration	configuration	NOUN
cana-692	83	6	consisting	consist	VERB
cana-692	83	7	of	of	ADP
cana-692	83	8	multiple	multiple	ADJ
cana-692	83	9	nodes	node	NOUN
cana-692	83	10	was	be	AUX
cana-692	83	11	established	establish	VERB
cana-692	83	12	with	with	ADP
cana-692	83	13	the	the	DET
cana-692	83	14	following	follow	VERB
cana-692	83	15	specifications	specification	NOUN
cana-692	83	16	:	:	PUNCT
cana-692	83	17	two	two	NUM
cana-692	83	18	servers	server	NOUN
cana-692	83	19	acting	act	VERB
cana-692	83	20	as	as	ADP
cana-692	83	21	hosts	host	NOUN
cana-692	83	22	equipped	equip	VERB
cana-692	83	23	with	with	ADP
cana-692	83	24	xeon	xeon	PROPN
cana-692	83	25	processors	processor	NOUN
cana-692	83	26	,	,	PUNCT
cana-692	83	27	32	32	NUM
cana-692	83	28	gb	gb	NOUN
cana-692	83	29	ram	ram	NOUN
cana-692	83	30	,	,	PUNCT
cana-692	83	31	and	and	CCONJ
cana-692	83	32	256	256	NUM
cana-692	83	33	×	×	NOUN
cana-692	83	34	4	4	NUM
cana-692	83	35	gb	gb	NOUN
cana-692	83	36	sas	sas	PROPN
cana-692	83	37	controller	controller	NOUN
cana-692	83	38	hard	hard	ADJ
cana-692	83	39	disk	disk	NOUN
cana-692	83	40	capacity	capacity	NOUN
cana-692	83	41	;	;	PUNCT
cana-692	83	42	a	a	DET
cana-692	83	43	core	core	NOUN
cana-692	83	44	i3	i3	NOUN
cana-692	83	45	processor	processor	NOUN
cana-692	83	46	,	,	PUNCT
cana-692	83	47	4	4	NUM
cana-692	83	48	gb	gb	NOUN
cana-692	83	49	of	of	ADP
cana-692	83	50	ram	ram	NOUN
cana-692	83	51	,	,	PUNCT
cana-692	83	52	and	and	CCONJ
cana-692	83	53	512	512	NUM
cana-692	83	54	mb	mb	ADP
cana-692	83	55	storage	storage	NOUN
cana-692	83	56	with	with	ADP
cana-692	83	57	117	117	NUM
cana-692	83	58	numbers	number	NOUN
cana-692	83	59	;	;	PUNCT
cana-692	83	60	and	and	CCONJ
cana-692	83	61	a	a	DET
cana-692	83	62	core	core	NOUN
cana-692	83	63	i5	i5	NOUN
cana-692	83	64	processor	processor	NOUN
cana-692	83	65	,	,	PUNCT
cana-692	83	66	8	8	NUM
cana-692	83	67	gb	gb	NOUN
cana-692	83	68	ram	ram	NOUN
cana-692	83	69	,	,	PUNCT
cana-692	83	70	and	and	CCONJ
cana-692	83	71	1	1	NUM
cana-692	83	72	gb	gb	NOUN
cana-692	83	73	hard	hard	ADJ
cana-692	83	74	drive	drive	NOUN
cana-692	83	75	with	with	ADP
cana-692	83	76	126	126	NUM
cana-692	83	77	digits	digit	NOUN
cana-692	83	78	,	,	PUNCT
cana-692	83	79	serving	serve	VERB
cana-692	83	80	as	as	ADP
cana-692	83	81	a	a	DET
cana-692	83	82	slave	slave	NOUN
cana-692	83	83	.	.	PUNCT
cana-692	84	1	the	the	DET
cana-692	84	2	entire	entire	ADJ
cana-692	84	3	cluster	cluster	NOUN
cana-692	84	4	,	,	PUNCT
cana-692	84	5	comprising	comprise	VERB
cana-692	84	6	245	245	NUM
cana-692	84	7	nodes	node	NOUN
cana-692	84	8	,	,	PUNCT
cana-692	84	9	operates	operate	VERB
cana-692	84	10	on	on	ADP
cana-692	84	11	the	the	DET
cana-692	84	12	open	open	ADJ
cana-692	84	13	source	source	NOUN
cana-692	84	14	centos	cento	VERB
cana-692	84	15	linux	linux	PROPN
cana-692	84	16	operating	operating	NOUN
cana-692	84	17	system	system	NOUN
cana-692	84	18	and	and	CCONJ
cana-692	84	19	is	be	AUX
cana-692	84	20	interconnected	interconnect	VERB
cana-692	84	21	through	through	ADP
cana-692	84	22	a	a	DET
cana-692	84	23	high	high	ADJ
cana-692	84	24	-	-	PUNCT
cana-692	84	25	speed	speed	NOUN
cana-692	84	26	gigabit	gigabit	NOUN
cana-692	84	27	switch	switch	NOUN
cana-692	84	28	.	.	PUNCT
cana-692	85	1	this	this	DET
cana-692	85	2	setup	setup	NOUN
cana-692	85	3	lays	lay	VERB
cana-692	85	4	a	a	DET
cana-692	85	5	solid	solid	ADJ
cana-692	85	6	foundation	foundation	NOUN
cana-692	85	7	for	for	ADP
cana-692	85	8	future	future	ADJ
cana-692	85	9	performance	performance	NOUN
cana-692	85	10	analysis	analysis	NOUN
cana-692	85	11	and	and	CCONJ
cana-692	85	12	related	related	ADJ
cana-692	85	13	endeavors	endeavor	NOUN
cana-692	85	14	.	.	PUNCT
cana-692	86	1	to	to	PART
cana-692	86	2	enhance	enhance	VERB
cana-692	86	3	security	security	NOUN
cana-692	86	4	,	,	PUNCT
cana-692	86	5	a	a	DET
cana-692	86	6	graphical	graphical	ADJ
cana-692	86	7	user	user	NOUN
cana-692	86	8	interface	interface	NOUN
cana-692	86	9	has	have	AUX
cana-692	86	10	been	be	AUX
cana-692	86	11	designed	design	VERB
cana-692	86	12	to	to	PART
cana-692	86	13	employ	employ	VERB
cana-692	86	14	symbol	symbol	NOUN
cana-692	86	15	-	-	PUNCT
cana-692	86	16	based	base	VERB
cana-692	86	17	authentication	authentication	NOUN
cana-692	86	18	.	.	PUNCT
cana-692	87	1	instead	instead	ADV
cana-692	87	2	of	of	ADP
cana-692	87	3	relying	rely	VERB
cana-692	87	4	on	on	ADP
cana-692	87	5	traditional	traditional	ADJ
cana-692	87	6	alphanumeric	alphanumeric	ADJ
cana-692	87	7	passwords	password	NOUN
cana-692	87	8	,	,	PUNCT
cana-692	87	9	users	user	NOUN
cana-692	87	10	authenticate	authenticate	VERB
cana-692	87	11	their	their	PRON
cana-692	87	12	identity	identity	NOUN
cana-692	87	13	by	by	ADP
cana-692	87	14	selecting	select	VERB
cana-692	87	15	a	a	DET
cana-692	87	16	series	series	NOUN
cana-692	87	17	of	of	ADP
cana-692	87	18	images	image	NOUN
cana-692	87	19	,	,	PUNCT
cana-692	87	20	clicking	click	VERB
cana-692	87	21	on	on	ADP
cana-692	87	22	specific	specific	ADJ
cana-692	87	23	points	point	NOUN
cana-692	87	24	,	,	PUNCT
cana-692	87	25	or	or	CCONJ
cana-692	87	26	following	follow	VERB
cana-692	87	27	a	a	DET
cana-692	87	28	pattern	pattern	NOUN
cana-692	87	29	using	use	VERB
cana-692	87	30	a	a	DET
cana-692	87	31	mouse	mouse	NOUN
cana-692	87	32	or	or	CCONJ
cana-692	87	33	touch	touch	NOUN
cana-692	87	34	screen	screen	NOUN
cana-692	87	35	.	.	PUNCT
cana-692	88	1	symbolbased	symbolbased	ADJ
cana-692	88	2	authentication	authentication	NOUN
cana-692	88	3	offers	offer	VERB
cana-692	88	4	greater	great	ADJ
cana-692	88	5	security	security	NOUN
cana-692	88	6	compared	compare	VERB
cana-692	88	7	to	to	ADP
cana-692	88	8	traditional	traditional	ADJ
cana-692	88	9	passwords	password	NOUN
cana-692	88	10	,	,	PUNCT
cana-692	88	11	as	as	SCONJ
cana-692	88	12	images	image	NOUN
cana-692	88	13	and	and	CCONJ
cana-692	88	14	patterns	pattern	NOUN
cana-692	88	15	are	be	AUX
cana-692	88	16	more	more	ADV
cana-692	88	17	difficult	difficult	ADJ
cana-692	88	18	to	to	PART
cana-692	88	19	guess	guess	VERB
cana-692	88	20	or	or	CCONJ
cana-692	88	21	brute	brute	ADJ
cana-692	88	22	force	force	NOUN
cana-692	88	23	.	.	PUNCT
cana-692	89	1	moreover	moreover	ADV
cana-692	89	2	,	,	PUNCT
cana-692	89	3	it	it	PRON
cana-692	89	4	tends	tend	VERB
cana-692	89	5	to	to	PART
cana-692	89	6	be	be	AUX
cana-692	89	7	more	more	ADV
cana-692	89	8	memorable	memorable	ADJ
cana-692	89	9	for	for	ADP
cana-692	89	10	users	user	NOUN
cana-692	89	11	,	,	PUNCT
cana-692	89	12	facilitating	facilitate	VERB
cana-692	89	13	the	the	DET
cana-692	89	14	recollection	recollection	NOUN
cana-692	89	15	of	of	ADP
cana-692	89	16	their	their	PRON
cana-692	89	17	credentials[14][15	credentials[14][15	NOUN
cana-692	89	18	]	]	PUNCT
cana-692	89	19	.	.	PUNCT
cana-692	90	1	fig	fig	PROPN
cana-692	90	2	2	2	NUM
cana-692	90	3	:	:	PUNCT
cana-692	90	4	process	process	NOUN
cana-692	90	5	of	of	ADP
cana-692	90	6	user	user	NOUN
cana-692	90	7	registration	registration	NOUN
cana-692	90	8	using	use	VERB
cana-692	90	9	symbols	symbol	NOUN
cana-692	90	10	.	.	PUNCT
cana-692	91	1	communications	communication	NOUN
cana-692	91	2	on	on	ADP
cana-692	91	3	applied	apply	VERB
cana-692	91	4	nonlinear	nonlinear	ADJ
cana-692	91	5	analysis	analysis	NOUN
cana-692	91	6	issn	issn	NOUN
cana-692	91	7	:	:	PUNCT
cana-692	91	8	1074	1074	NUM
cana-692	91	9	-	-	PUNCT
cana-692	91	10	133x	133x	NUM
cana-692	91	11	vol	vol	NOUN
cana-692	91	12	31	31	NUM
cana-692	91	13	no	no	NOUN
cana-692	91	14	.	.	PUNCT
cana-692	92	1	2s	2s	NUM
cana-692	92	2	(	(	PUNCT
cana-692	92	3	2024	2024	NUM
cana-692	92	4	)	)	PUNCT
cana-692	92	5	660	660	NUM
cana-692	92	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	92	7	there	there	PRON
cana-692	92	8	are	be	VERB
cana-692	92	9	various	various	ADJ
cana-692	92	10	authentication	authentication	NOUN
cana-692	92	11	methods	method	NOUN
cana-692	92	12	based	base	VERB
cana-692	92	13	on	on	ADP
cana-692	92	14	tokens	token	NOUN
cana-692	92	15	,	,	PUNCT
cana-692	92	16	such	such	ADJ
cana-692	92	17	as	as	ADP
cana-692	92	18	image	image	NOUN
cana-692	92	19	-	-	PUNCT
cana-692	92	20	based	base	VERB
cana-692	92	21	,	,	PUNCT
cana-692	92	22	gesture	gesture	NOUN
cana-692	92	23	-	-	PUNCT
cana-692	92	24	based	base	VERB
cana-692	92	25	,	,	PUNCT
cana-692	92	26	and	and	CCONJ
cana-692	92	27	3d	3d	PROPN
cana-692	92	28	virtual	virtual	ADJ
cana-692	92	29	environment	environment	NOUN
cana-692	92	30	-	-	PUNCT
cana-692	92	31	based	base	VERB
cana-692	92	32	authentication	authentication	NOUN
cana-692	92	33	.	.	PUNCT
cana-692	93	1	examples	example	NOUN
cana-692	93	2	of	of	ADP
cana-692	93	3	image	image	NOUN
cana-692	93	4	-	-	PUNCT
cana-692	93	5	based	base	VERB
cana-692	93	6	authentication	authentication	NOUN
cana-692	93	7	include	include	VERB
cana-692	93	8	pass	pass	NOUN
cana-692	93	9	faces	face	NOUN
cana-692	93	10	,	,	PUNCT
cana-692	93	11	where	where	SCONJ
cana-692	93	12	a	a	DET
cana-692	93	13	user	user	NOUN
cana-692	93	14	selects	select	VERB
cana-692	93	15	a	a	DET
cana-692	93	16	face	face	NOUN
cana-692	93	17	from	from	ADP
cana-692	93	18	a	a	DET
cana-692	93	19	group	group	NOUN
cana-692	93	20	of	of	ADP
cana-692	93	21	images	image	NOUN
cana-692	93	22	,	,	PUNCT
cana-692	93	23	and	and	CCONJ
cana-692	93	24	das	das	PROPN
cana-692	93	25	,	,	PUNCT
cana-692	93	26	where	where	SCONJ
cana-692	93	27	a	a	DET
cana-692	93	28	user	user	NOUN
cana-692	93	29	selects	select	VERB
cana-692	93	30	numbers	number	NOUN
cana-692	93	31	from	from	ADP
cana-692	93	32	a	a	DET
cana-692	93	33	grid	grid	NOUN
cana-692	93	34	.	.	PUNCT
cana-692	94	1	on	on	ADP
cana-692	94	2	the	the	DET
cana-692	94	3	other	other	ADJ
cana-692	94	4	hand	hand	NOUN
cana-692	94	5	,	,	PUNCT
cana-692	94	6	3d	3d	PROPN
cana-692	94	7	virtual	virtual	ADJ
cana-692	94	8	environment	environment	NOUN
cana-692	94	9	-	-	PUNCT
cana-692	94	10	based	base	VERB
cana-692	94	11	authentication	authentication	NOUN
cana-692	94	12	is	be	AUX
cana-692	94	13	a	a	DET
cana-692	94	14	newer	new	ADJ
cana-692	94	15	and	and	CCONJ
cana-692	94	16	more	more	ADV
cana-692	94	17	experimental	experimental	ADJ
cana-692	94	18	approach	approach	NOUN
cana-692	94	19	that	that	PRON
cana-692	94	20	requires	require	VERB
cana-692	94	21	users	user	NOUN
cana-692	94	22	to	to	PART
cana-692	94	23	interact	interact	VERB
cana-692	94	24	with	with	ADP
cana-692	94	25	objects	object	NOUN
cana-692	94	26	in	in	ADP
cana-692	94	27	a	a	DET
cana-692	94	28	virtual	virtual	ADJ
cana-692	94	29	environment	environment	NOUN
cana-692	94	30	to	to	PART
cana-692	94	31	verify	verify	VERB
cana-692	94	32	their	their	PRON
cana-692	94	33	identity	identity	NOUN
cana-692	94	34	.	.	PUNCT
cana-692	95	1	in	in	ADP
cana-692	95	2	general	general	ADJ
cana-692	95	3	,	,	PUNCT
cana-692	95	4	token	token	VERB
cana-692	95	5	-	-	PUNCT
cana-692	95	6	based	base	VERB
cana-692	95	7	authentication	authentication	NOUN
cana-692	95	8	presents	present	VERB
cana-692	95	9	a	a	DET
cana-692	95	10	promising	promising	ADJ
cana-692	95	11	alternative	alternative	NOUN
cana-692	95	12	to	to	ADP
cana-692	95	13	traditional	traditional	ADJ
cana-692	95	14	alphanumeric	alphanumeric	ADJ
cana-692	95	15	passwords	password	NOUN
cana-692	95	16	,	,	PUNCT
cana-692	95	17	offering	offer	VERB
cana-692	95	18	enhanced	enhanced	ADJ
cana-692	95	19	security	security	NOUN
cana-692	95	20	and	and	CCONJ
cana-692	95	21	a	a	DET
cana-692	95	22	more	more	ADV
cana-692	95	23	user	user	NOUN
cana-692	95	24	-	-	PUNCT
cana-692	95	25	friendly	friendly	ADJ
cana-692	95	26	experience	experience	NOUN
cana-692	96	1	[	[	X
cana-692	96	2	16	16	NUM
cana-692	96	3	]	]	PUNCT
cana-692	96	4	.	.	PUNCT
cana-692	97	1	a.	a.	PROPN
cana-692	97	2	recognitionbased	recognitionbase	VERB
cana-692	97	3	technique	technique	NOUN
cana-692	97	4	in	in	ADP
cana-692	97	5	verification	verification	NOUN
cana-692	97	6	-	-	PUNCT
cana-692	97	7	based	base	VERB
cana-692	97	8	strategies	strategy	NOUN
cana-692	97	9	,	,	PUNCT
cana-692	97	10	the	the	DET
cana-692	97	11	user	user	NOUN
cana-692	97	12	is	be	AUX
cana-692	97	13	required	require	VERB
cana-692	97	14	to	to	PART
cana-692	97	15	authenticate	authenticate	VERB
cana-692	97	16	their	their	PRON
cana-692	97	17	identity	identity	NOUN
cana-692	97	18	by	by	ADP
cana-692	97	19	identifying	identify	VERB
cana-692	97	20	specific	specific	ADJ
cana-692	97	21	photos	photo	NOUN
cana-692	97	22	chosen	choose	VERB
cana-692	97	23	during	during	ADP
cana-692	97	24	the	the	DET
cana-692	97	25	registration	registration	NOUN
cana-692	97	26	procedure	procedure	NOUN
cana-692	97	27	.	.	PUNCT
cana-692	98	1	for	for	ADP
cana-692	98	2	instance	instance	NOUN
cana-692	98	3	,	,	PUNCT
cana-692	98	4	in	in	ADP
cana-692	98	5	facial	facial	ADJ
cana-692	98	6	recognition	recognition	NOUN
cana-692	98	7	systems	system	NOUN
cana-692	98	8	,	,	PUNCT
cana-692	98	9	the	the	DET
cana-692	98	10	system	system	NOUN
cana-692	98	11	needs	need	VERB
cana-692	98	12	to	to	PART
cana-692	98	13	retain	retain	VERB
cana-692	98	14	the	the	DET
cana-692	98	15	user	user	NOUN
cana-692	98	16	's	's	PART
cana-692	98	17	portfolio	portfolio	NOUN
cana-692	98	18	photos	photo	NOUN
cana-692	98	19	to	to	PART
cana-692	98	20	exhibit	exhibit	VERB
cana-692	98	21	them	they	PRON
cana-692	98	22	accurately	accurately	ADV
cana-692	98	23	.	.	PUNCT
cana-692	99	1	this	this	DET
cana-692	99	2	information	information	NOUN
cana-692	99	3	should	should	AUX
cana-692	99	4	be	be	AUX
cana-692	99	5	securely	securely	ADV
cana-692	99	6	stored	store	VERB
cana-692	99	7	,	,	PUNCT
cana-692	99	8	allowing	allow	VERB
cana-692	99	9	the	the	DET
cana-692	99	10	system	system	NOUN
cana-692	99	11	to	to	PART
cana-692	99	12	utilize	utilize	VERB
cana-692	99	13	it	it	PRON
cana-692	99	14	in	in	ADP
cana-692	99	15	its	its	PRON
cana-692	99	16	original	original	ADJ
cana-692	99	17	format	format	NOUN
cana-692	99	18	(	(	PUNCT
cana-692	99	19	possibly	possibly	ADV
cana-692	99	20	safeguarded	safeguard	VERB
cana-692	99	21	by	by	ADP
cana-692	99	22	reversible	reversible	ADJ
cana-692	99	23	encryption	encryption	NOUN
cana-692	99	24	)	)	PUNCT
cana-692	99	25	.	.	PUNCT
cana-692	100	1	additionally	additionally	ADV
cana-692	100	2	,	,	PUNCT
cana-692	100	3	it	it	PRON
cana-692	100	4	should	should	AUX
cana-692	100	5	be	be	AUX
cana-692	100	6	accessible	accessible	ADJ
cana-692	100	7	to	to	ADP
cana-692	100	8	authorized	authorize	VERB
cana-692	100	9	individuals	individual	NOUN
cana-692	100	10	,	,	PUNCT
cana-692	100	11	including	include	VERB
cana-692	100	12	those	those	PRON
cana-692	100	13	who	who	PRON
cana-692	100	14	have	have	VERB
cana-692	100	15	access	access	NOUN
cana-692	100	16	to	to	ADP
cana-692	100	17	the	the	DET
cana-692	100	18	stored	store	VERB
cana-692	100	19	data	datum	NOUN
cana-692	100	20	,	,	PUNCT
cana-692	100	21	like	like	ADP
cana-692	100	22	shoulder	shoulder	NOUN
cana-692	100	23	surfing	surfing	NOUN
cana-692	100	24	or	or	CCONJ
cana-692	100	25	potential	potential	ADJ
cana-692	100	26	phishing	phishing	NOUN
cana-692	100	27	attempts[17	attempts[17	PROPN
cana-692	100	28	]	]	PUNCT
cana-692	100	29	.	.	PUNCT
cana-692	101	1	b.	b.	PROPN
cana-692	101	2	hashlib	hashlib	PROPN
cana-692	101	3	module	module	NOUN
cana-692	101	4	the	the	DET
cana-692	101	5	primary	primary	ADJ
cana-692	101	6	objective	objective	NOUN
cana-692	101	7	of	of	ADP
cana-692	101	8	this	this	DET
cana-692	101	9	module	module	NOUN
cana-692	101	10	is	be	AUX
cana-692	101	11	to	to	PART
cana-692	101	12	employ	employ	VERB
cana-692	101	13	a	a	DET
cana-692	101	14	hash	hash	NOUN
cana-692	101	15	function	function	NOUN
cana-692	101	16	to	to	PART
cana-692	101	17	encrypt	encrypt	VERB
cana-692	101	18	a	a	DET
cana-692	101	19	string	string	NOUN
cana-692	101	20	in	in	ADP
cana-692	101	21	a	a	DET
cana-692	101	22	manner	manner	NOUN
cana-692	101	23	that	that	PRON
cana-692	101	24	renders	render	VERB
cana-692	101	25	decryption	decryption	NOUN
cana-692	101	26	nearly	nearly	ADV
cana-692	101	27	impossible	impossible	ADJ
cana-692	101	28	.	.	PUNCT
cana-692	102	1	the	the	DET
cana-692	102	2	length	length	NOUN
cana-692	102	3	of	of	ADP
cana-692	102	4	the	the	DET
cana-692	102	5	encrypted	encrypt	VERB
cana-692	102	6	string	string	NOUN
cana-692	102	7	greatly	greatly	ADV
cana-692	102	8	hinders	hinder	VERB
cana-692	102	9	any	any	DET
cana-692	102	10	attempts	attempt	NOUN
cana-692	102	11	to	to	PART
cana-692	102	12	retrieve	retrieve	VERB
cana-692	102	13	the	the	DET
cana-692	102	14	original	original	ADJ
cana-692	102	15	string	string	NOUN
cana-692	102	16	.	.	PUNCT
cana-692	103	1	this	this	DET
cana-692	103	2	module	module	NOUN
cana-692	103	3	offers	offer	VERB
cana-692	103	4	a	a	DET
cana-692	103	5	unified	unified	ADJ
cana-692	103	6	interface	interface	NOUN
cana-692	103	7	for	for	ADP
cana-692	103	8	various	various	ADJ
cana-692	103	9	secure	secure	ADJ
cana-692	103	10	hashing	hashing	NOUN
cana-692	103	11	and	and	CCONJ
cana-692	103	12	message	message	NOUN
cana-692	103	13	digest	digest	NOUN
cana-692	103	14	algorithms	algorithm	NOUN
cana-692	103	15	,	,	PUNCT
cana-692	103	16	encompassing	encompass	VERB
cana-692	103	17	fips	fip	NOUN
cana-692	103	18	-	-	ADJ
cana-692	103	19	approved	approve	VERB
cana-692	103	20	secure	secure	ADJ
cana-692	103	21	hashing	hashing	NOUN
cana-692	103	22	algorithms	algorithm	NOUN
cana-692	103	23	as	as	SCONJ
cana-692	103	24	defined	define	VERB
cana-692	103	25	in	in	ADP
cana-692	103	26	internet	internet	NOUN
cana-692	103	27	rfc	rfc	NOUN
cana-692	103	28	1321	1321	NUM
cana-692	103	29	,	,	PUNCT
cana-692	103	30	as	as	ADV
cana-692	103	31	well	well	ADV
cana-692	103	32	as	as	ADP
cana-692	103	33	rsa	rsa	PROPN
cana-692	103	34	md5	md5	PROPN
cana-692	103	35	technology	technology	NOUN
cana-692	103	36	.	.	PUNCT
cana-692	104	1	the	the	DET
cana-692	104	2	fips	fips	PROPN
cana-692	104	3	-	-	PUNCT
cana-692	104	4	protected	protect	VERB
cana-692	104	5	hash	hash	NOUN
cana-692	104	6	algorithms	algorithm	NOUN
cana-692	104	7	encompass	encompass	NOUN
cana-692	104	8	sha1	sha1	NOUN
cana-692	104	9	,	,	PUNCT
cana-692	104	10	sha224	sha224	NOUN
cana-692	104	11	,	,	PUNCT
cana-692	104	12	sha256	sha256	PROPN
cana-692	104	13	,	,	PUNCT
cana-692	104	14	sha384	sha384	PROPN
cana-692	104	15	,	,	PUNCT
cana-692	104	16	and	and	CCONJ
cana-692	104	17	sha512	sha512	NOUN
cana-692	104	18	.	.	PUNCT
cana-692	105	1	the	the	DET
cana-692	105	2	terms	term	NOUN
cana-692	105	3	"	"	PUNCT
cana-692	105	4	message	message	NOUN
cana-692	105	5	digest	digest	NOUN
cana-692	105	6	"	"	PUNCT
cana-692	105	7	and	and	CCONJ
cana-692	105	8	"	"	PUNCT
cana-692	105	9	secure	secure	ADJ
cana-692	105	10	hash	hash	NOUN
cana-692	105	11	connection	connection	NOUN
cana-692	105	12	"	"	PUNCT
cana-692	105	13	can	can	AUX
cana-692	105	14	be	be	AUX
cana-692	105	15	used	use	VERB
cana-692	105	16	interchangeably	interchangeably	ADV
cana-692	105	17	.	.	PUNCT
cana-692	106	1	in	in	ADP
cana-692	106	2	the	the	DET
cana-692	106	3	past	past	NOUN
cana-692	106	4	,	,	PUNCT
cana-692	106	5	earlier	early	ADJ
cana-692	106	6	algorithms	algorithm	NOUN
cana-692	106	7	referred	refer	VERB
cana-692	106	8	to	to	ADP
cana-692	106	9	message	message	NOUN
cana-692	106	10	digests	digest	NOUN
cana-692	106	11	,	,	PUNCT
cana-692	106	12	but	but	CCONJ
cana-692	106	13	nowadays	nowadays	ADV
cana-692	106	14	,	,	PUNCT
cana-692	106	15	secure	secure	ADJ
cana-692	106	16	hash	hash	NOUN
cana-692	106	17	has	have	AUX
cana-692	106	18	become	become	VERB
cana-692	106	19	the	the	DET
cana-692	106	20	prevailing	prevail	VERB
cana-692	106	21	term[18][19	term[18][19	PROPN
cana-692	106	22	]	]	PUNCT
cana-692	106	23	.	.	PUNCT
cana-692	107	1	fig	fig	NOUN
cana-692	107	2	3	3	NUM
cana-692	107	3	:	:	PUNCT
cana-692	107	4	authentication	authentication	NOUN
cana-692	107	5	process	process	NOUN
cana-692	107	6	based	base	VERB
cana-692	107	7	on	on	ADP
cana-692	107	8	symbol	symbol	NOUN
cana-692	107	9	.	.	PUNCT
cana-692	108	1	5	5	X
cana-692	108	2	.	.	X
cana-692	108	3	results	result	NOUN
cana-692	108	4	and	and	CCONJ
cana-692	108	5	discussion	discussion	NOUN
cana-692	108	6	.	.	PUNCT
cana-692	109	1	the	the	DET
cana-692	109	2	apache	apache	PROPN
cana-692	109	3	spark	spark	NOUN
cana-692	109	4	cluster	cluster	NOUN
cana-692	109	5	is	be	AUX
cana-692	109	6	currently	currently	ADV
cana-692	109	7	secured	secure	VERB
cana-692	109	8	using	use	VERB
cana-692	109	9	kerberos	kerberos	PROPN
cana-692	109	10	and	and	CCONJ
cana-692	109	11	apache	apache	PROPN
cana-692	109	12	knox	knox	PROPN
cana-692	109	13	authentication	authentication	NOUN
cana-692	109	14	mechanisms	mechanism	NOUN
cana-692	109	15	.	.	PUNCT
cana-692	110	1	to	to	PART
cana-692	110	2	enhance	enhance	VERB
cana-692	110	3	security	security	NOUN
cana-692	110	4	,	,	PUNCT
cana-692	110	5	a	a	DET
cana-692	110	6	new	new	ADJ
cana-692	110	7	verification	verification	NOUN
cana-692	110	8	method	method	NOUN
cana-692	110	9	has	have	AUX
cana-692	110	10	been	be	AUX
cana-692	110	11	developed	develop	VERB
cana-692	110	12	and	and	CCONJ
cana-692	110	13	implemented	implement	VERB
cana-692	110	14	on	on	ADP
cana-692	110	15	the	the	DET
cana-692	110	16	cluster	cluster	NOUN
cana-692	110	17	.	.	PUNCT
cana-692	111	1	this	this	DET
cana-692	111	2	method	method	NOUN
cana-692	111	3	utilizes	utilize	VERB
cana-692	111	4	reduced	reduce	VERB
cana-692	111	5	computations	computation	NOUN
cana-692	111	6	and	and	CCONJ
cana-692	111	7	offers	offer	VERB
cana-692	111	8	improved	improved	ADJ
cana-692	111	9	security	security	NOUN
cana-692	111	10	compared	compare	VERB
cana-692	111	11	to	to	ADP
cana-692	111	12	existing	exist	VERB
cana-692	111	13	authentication	authentication	NOUN
cana-692	111	14	methods	method	NOUN
cana-692	111	15	.	.	PUNCT
cana-692	112	1	a	a	DET
cana-692	112	2	comparative	comparative	ADJ
cana-692	112	3	study	study	NOUN
cana-692	112	4	has	have	AUX
cana-692	112	5	been	be	AUX
cana-692	112	6	conducted	conduct	VERB
cana-692	112	7	,	,	PUNCT
cana-692	112	8	which	which	PRON
cana-692	112	9	includes	include	VERB
cana-692	112	10	tokenbased	tokenbased	ADJ
cana-692	112	11	authentication	authentication	NOUN
cana-692	112	12	as	as	ADV
cana-692	112	13	well	well	ADV
cana-692	112	14	as	as	ADP
cana-692	112	15	other	other	ADJ
cana-692	112	16	authentication	authentication	NOUN
cana-692	112	17	methods	method	NOUN
cana-692	112	18	like	like	ADP
cana-692	112	19	kerberos	kerbero	NOUN
cana-692	112	20	,	,	PUNCT
cana-692	112	21	secure	secure	ADJ
cana-692	112	22	authentication	authentication	NOUN
cana-692	112	23	interface	interface	NOUN
cana-692	112	24	,	,	PUNCT
cana-692	112	25	and	and	CCONJ
cana-692	112	26	dna	dna	PROPN
cana-692	112	27	authentication[20][21	authentication[20][21	PROPN
cana-692	112	28	]	]	PUNCT
cana-692	112	29	.	.	PUNCT
cana-692	113	1	communications	communication	NOUN
cana-692	113	2	on	on	ADP
cana-692	113	3	applied	apply	VERB
cana-692	113	4	nonlinear	nonlinear	ADJ
cana-692	113	5	analysis	analysis	NOUN
cana-692	113	6	issn	issn	NOUN
cana-692	113	7	:	:	PUNCT
cana-692	113	8	1074	1074	NUM
cana-692	113	9	-	-	PUNCT
cana-692	113	10	133x	133x	NUM
cana-692	113	11	vol	vol	NOUN
cana-692	113	12	31	31	NUM
cana-692	113	13	no	no	NOUN
cana-692	113	14	.	.	PUNCT
cana-692	114	1	2s	2s	NUM
cana-692	114	2	(	(	PUNCT
cana-692	114	3	2024	2024	NUM
cana-692	114	4	)	)	PUNCT
cana-692	114	5	661	661	NUM
cana-692	114	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	114	7	existing	exist	VERB
cana-692	114	8	authentication	authentication	NOUN
cana-692	114	9	mechanisms	mechanism	NOUN
cana-692	114	10	computations	computation	NOUN
cana-692	114	11	for	for	ADP
cana-692	114	12	authentication	authentication	NOUN
cana-692	114	13	sai	sai	NOUN
cana-692	114	14	5	5	NUM
cana-692	114	15	dna	dna	PROPN
cana-692	114	16	4	4	NUM
cana-692	114	17	kerberos	kerberos	PROPN
cana-692	114	18	6	6	NUM
cana-692	114	19	sba	sba	NOUN
cana-692	114	20	(	(	PUNCT
cana-692	114	21	proposed	propose	VERB
cana-692	114	22	)	)	PUNCT
cana-692	114	23	1	1	NUM
cana-692	114	24	table	table	NOUN
cana-692	114	25	1	1	NUM
cana-692	114	26	:	:	PUNCT
cana-692	114	27	computation	computation	NOUN
cana-692	114	28	for	for	ADP
cana-692	114	29	one	one	NUM
cana-692	114	30	user	user	NOUN
cana-692	114	31	authentication	authentication	NOUN
cana-692	114	32	.	.	PUNCT
cana-692	115	1	figure	figure	VERB
cana-692	115	2	4	4	NUM
cana-692	115	3	:	:	PUNCT
cana-692	115	4	computation	computation	NOUN
cana-692	115	5	for	for	ADP
cana-692	115	6	one	one	NUM
cana-692	115	7	user	user	NOUN
cana-692	115	8	authentication	authentication	NOUN
cana-692	115	9	.	.	PUNCT
cana-692	116	1	authentication	authentication	NOUN
cana-692	116	2	methods	method	NOUN
cana-692	116	3	computations	computation	NOUN
cana-692	116	4	/	/	SYM
cana-692	116	5	authentication	authentication	NOUN
cana-692	116	6	5	5	NUM
cana-692	116	7	authentication	authentication	NOUN
cana-692	116	8	/	/	SYM
cana-692	116	9	day	day	NOUN
cana-692	116	10	sai	sai	NOUN
cana-692	116	11	5	5	NUM
cana-692	116	12	25	25	NUM
cana-692	116	13	dna	dna	NOUN
cana-692	116	14	4	4	NUM
cana-692	116	15	20	20	NUM
cana-692	116	16	kerberos	kerbero	NOUN
cana-692	116	17	6	6	NUM
cana-692	116	18	30	30	NUM
cana-692	116	19	sba	sba	NOUN
cana-692	116	20	(	(	PUNCT
cana-692	116	21	proposed	propose	VERB
cana-692	116	22	)	)	PUNCT
cana-692	116	23	1	1	NUM
cana-692	116	24	5	5	NUM
cana-692	116	25	table	table	NOUN
cana-692	116	26	2	2	NUM
cana-692	116	27	:	:	PUNCT
cana-692	116	28	computation	computation	NOUN
cana-692	116	29	for	for	ADP
cana-692	116	30	one	one	NUM
cana-692	116	31	user	user	NOUN
cana-692	116	32	authentication	authentication	NOUN
cana-692	116	33	5	5	NUM
cana-692	116	34	times	time	NOUN
cana-692	116	35	authentication	authentication	NOUN
cana-692	116	36	/	/	SYM
cana-692	116	37	day	day	NOUN
cana-692	116	38	figure	figure	NOUN
cana-692	116	39	5	5	NUM
cana-692	116	40	.	.	PUNCT
cana-692	116	41	:	:	PUNCT
cana-692	116	42	computation	computation	NOUN
cana-692	116	43	for	for	ADP
cana-692	116	44	one	one	NUM
cana-692	116	45	user	user	NOUN
cana-692	116	46	authentication	authentication	NOUN
cana-692	116	47	5	5	NUM
cana-692	116	48	times	time	NOUN
cana-692	116	49	authentication	authentication	NOUN
cana-692	116	50	/	/	SYM
cana-692	116	51	day	day	NOUN
cana-692	116	52	.	.	PUNCT
cana-692	117	1	6	6	NUM
cana-692	117	2	.	.	X
cana-692	117	3	conclusion	conclusion	NOUN
cana-692	117	4	and	and	CCONJ
cana-692	117	5	future	future	ADJ
cana-692	117	6	scope	scope	NOUN
cana-692	117	7	.	.	PUNCT
cana-692	118	1	an	an	DET
cana-692	118	2	innovative	innovative	ADJ
cana-692	118	3	framework	framework	NOUN
cana-692	118	4	has	have	AUX
cana-692	118	5	been	be	AUX
cana-692	118	6	proposed	propose	VERB
cana-692	118	7	for	for	ADP
cana-692	118	8	a	a	DET
cana-692	118	9	rapid	rapid	ADJ
cana-692	118	10	and	and	CCONJ
cana-692	118	11	effective	effective	ADJ
cana-692	118	12	authentication	authentication	NOUN
cana-692	118	13	system	system	NOUN
cana-692	118	14	designed	design	VERB
cana-692	118	15	to	to	PART
cana-692	118	16	safeguard	safeguard	VERB
cana-692	118	17	large	large	ADJ
cana-692	118	18	datasets	dataset	NOUN
cana-692	118	19	within	within	ADP
cana-692	118	20	an	an	DET
cana-692	118	21	apache	apache	NOUN
cana-692	118	22	spark	spark	NOUN
cana-692	118	23	environment	environment	NOUN
cana-692	118	24	.	.	PUNCT
cana-692	119	1	this	this	DET
cana-692	119	2	system	system	NOUN
cana-692	119	3	presents	present	VERB
cana-692	119	4	a	a	DET
cana-692	119	5	robust	robust	ADJ
cana-692	119	6	alternative	alternative	NOUN
cana-692	119	7	to	to	ADP
cana-692	119	8	current	current	ADJ
cana-692	119	9	authentication	authentication	NOUN
cana-692	119	10	methods	method	NOUN
cana-692	119	11	.	.	PUNCT
cana-692	120	1	the	the	DET
cana-692	120	2	primary	primary	ADJ
cana-692	120	3	objective	objective	NOUN
cana-692	120	4	behind	behind	ADP
cana-692	120	5	the	the	DET
cana-692	120	6	successful	successful	ADJ
cana-692	120	7	implementation	implementation	NOUN
cana-692	120	8	of	of	ADP
cana-692	120	9	this	this	DET
cana-692	120	10	system	system	NOUN
cana-692	120	11	was	be	AUX
cana-692	120	12	to	to	PART
cana-692	120	13	establish	establish	VERB
cana-692	120	14	a	a	DET
cana-692	120	15	token	token	VERB
cana-692	120	16	-	-	PUNCT
cana-692	120	17	based	base	VERB
cana-692	120	18	authentication	authentication	NOUN
cana-692	120	19	mechanism	mechanism	NOUN
cana-692	120	20	that	that	PRON
cana-692	120	21	could	could	AUX
cana-692	120	22	be	be	AUX
cana-692	120	23	seamlessly	seamlessly	ADV
cana-692	120	24	integrated	integrate	VERB
cana-692	120	25	with	with	ADP
cana-692	120	26	popular	popular	ADJ
cana-692	120	27	big	big	ADJ
cana-692	120	28	data	datum	NOUN
cana-692	120	29	technologies	technology	NOUN
cana-692	120	30	like	like	ADP
cana-692	120	31	apache	apache	NOUN
cana-692	120	32	spark	spark	NOUN
cana-692	120	33	,	,	PUNCT
cana-692	120	34	thereby	thereby	ADV
cana-692	120	35	restricting	restrict	VERB
cana-692	120	36	unauthorized	unauthorized	ADJ
cana-692	120	37	access	access	NOUN
cana-692	120	38	to	to	ADP
cana-692	120	39	data	datum	NOUN
cana-692	120	40	,	,	PUNCT
cana-692	120	41	which	which	PRON
cana-692	120	42	can	can	AUX
cana-692	120	43	be	be	AUX
cana-692	120	44	utilized	utilize	VERB
cana-692	120	45	in	in	ADP
cana-692	120	46	various	various	ADJ
cana-692	120	47	mobile	mobile	ADJ
cana-692	120	48	applications	application	NOUN
cana-692	120	49	or	or	CCONJ
cana-692	120	50	websites	website	NOUN
cana-692	120	51	.	.	PUNCT
cana-692	121	1	the	the	DET
cana-692	121	2	communications	communication	NOUN
cana-692	121	3	on	on	ADP
cana-692	121	4	applied	apply	VERB
cana-692	121	5	nonlinear	nonlinear	ADJ
cana-692	121	6	analysis	analysis	NOUN
cana-692	121	7	issn	issn	NOUN
cana-692	121	8	:	:	PUNCT
cana-692	121	9	1074	1074	NUM
cana-692	121	10	-	-	PUNCT
cana-692	121	11	133x	133x	NUM
cana-692	121	12	vol	vol	NOUN
cana-692	121	13	31	31	NUM
cana-692	121	14	no	no	NOUN
cana-692	121	15	.	.	PUNCT
cana-692	122	1	2s	2s	NUM
cana-692	122	2	(	(	PUNCT
cana-692	122	3	2024	2024	NUM
cana-692	122	4	)	)	PUNCT
cana-692	122	5	662	662	NUM
cana-692	122	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-692	122	7	authentication	authentication	NOUN
cana-692	122	8	process	process	NOUN
cana-692	122	9	incorporates	incorporate	VERB
cana-692	122	10	sha512	sha512	ADJ
cana-692	122	11	encryption	encryption	NOUN
cana-692	122	12	in	in	ADP
cana-692	122	13	multiple	multiple	ADJ
cana-692	122	14	ways	way	NOUN
cana-692	122	15	.	.	PUNCT
cana-692	123	1	this	this	DET
cana-692	123	2	approach	approach	NOUN
cana-692	123	3	is	be	AUX
cana-692	123	4	appealing	appeal	VERB
cana-692	123	5	as	as	SCONJ
cana-692	123	6	words	word	NOUN
cana-692	123	7	tend	tend	VERB
cana-692	123	8	to	to	PART
cana-692	123	9	be	be	AUX
cana-692	123	10	retained	retain	VERB
cana-692	123	11	in	in	ADP
cana-692	123	12	memory	memory	NOUN
cana-692	123	13	longer	long	ADJ
cana-692	123	14	than	than	ADP
cana-692	123	15	images	image	NOUN
cana-692	123	16	.	.	PUNCT
cana-692	124	1	by	by	ADP
cana-692	124	2	employing	employ	VERB
cana-692	124	3	a	a	DET
cana-692	124	4	straightforward	straightforward	ADJ
cana-692	124	5	authentication	authentication	NOUN
cana-692	124	6	system	system	NOUN
cana-692	124	7	alongside	alongside	ADP
cana-692	124	8	a	a	DET
cana-692	124	9	10	10	NUM
cana-692	124	10	-	-	PUNCT
cana-692	124	11	node	node	ADJ
cana-692	124	12	apache	apache	NOUN
cana-692	124	13	spark	spark	NOUN
cana-692	124	14	distributed	distribute	VERB
cana-692	124	15	system	system	NOUN
cana-692	124	16	,	,	PUNCT
cana-692	124	17	optimal	optimal	ADJ
cana-692	124	18	outcomes	outcome	NOUN
cana-692	124	19	were	be	AUX
cana-692	124	20	achieved	achieve	VERB
cana-692	124	21	.	.	PUNCT
cana-692	125	1	the	the	DET
cana-692	125	2	next	next	ADJ
cana-692	125	3	phase	phase	NOUN
cana-692	125	4	of	of	ADP
cana-692	125	5	this	this	DET
cana-692	125	6	project	project	NOUN
cana-692	125	7	involves	involve	VERB
cana-692	125	8	transitioning	transition	VERB
cana-692	125	9	to	to	ADP
cana-692	125	10	a	a	DET
cana-692	125	11	multi	multi	ADJ
cana-692	125	12	-	-	ADJ
cana-692	125	13	node	node	ADJ
cana-692	125	14	cluster	cluster	NOUN
cana-692	125	15	environment	environment	NOUN
cana-692	125	16	with	with	ADP
cana-692	125	17	hadoop	hadoop	NOUN
cana-692	125	18	and	and	CCONJ
cana-692	125	19	fire	fire	NOUN
cana-692	125	20	,	,	PUNCT
cana-692	125	21	expanding	expand	VERB
cana-692	125	22	the	the	DET
cana-692	125	23	distributed	distribute	VERB
cana-692	125	24	system	system	NOUN
cana-692	125	25	to	to	PART
cana-692	125	26	encompass	encompass	VERB
cana-692	125	27	over	over	ADP
cana-692	125	28	1000	1000	NUM
cana-692	125	29	nodes	node	NOUN
cana-692	125	30	.	.	PUNCT
cana-692	126	1	this	this	DET
cana-692	126	2	scalability	scalability	NOUN
cana-692	126	3	is	be	AUX
cana-692	126	4	made	make	VERB
cana-692	126	5	possible	possible	ADJ
cana-692	126	6	by	by	ADP
cana-692	126	7	the	the	DET
cana-692	126	8	fact	fact	NOUN
cana-692	126	9	that	that	SCONJ
cana-692	126	10	the	the	DET
cana-692	126	11	aforementioned	aforementioned	ADJ
cana-692	126	12	clusters	cluster	NOUN
cana-692	126	13	are	be	AUX
cana-692	126	14	compatible	compatible	ADJ
cana-692	126	15	with	with	ADP
cana-692	126	16	commodity	commodity	NOUN
cana-692	126	17	hardware	hardware	NOUN
cana-692	126	18	and	and	CCONJ
cana-692	126	19	are	be	AUX
cana-692	126	20	continuously	continuously	ADV
cana-692	126	21	expanding	expand	VERB
cana-692	126	22	their	their	PRON
cana-692	126	23	node	node	ADJ
cana-692	126	24	support	support	NOUN
cana-692	126	25	.	.	PUNCT
cana-692	127	1	furthermore	furthermore	ADV
cana-692	127	2	,	,	PUNCT
cana-692	127	3	this	this	DET
cana-692	127	4	mechanism	mechanism	NOUN
cana-692	127	5	facilitates	facilitate	VERB
cana-692	127	6	the	the	DET
cana-692	127	7	utilization	utilization	NOUN
cana-692	127	8	of	of	ADP
cana-692	127	9	data	datum	NOUN
cana-692	127	10	for	for	ADP
cana-692	127	11	future	future	ADJ
cana-692	127	12	endeavors	endeavor	NOUN
cana-692	127	13	by	by	ADP
cana-692	127	14	assigning	assign	VERB
cana-692	127	15	each	each	DET
cana-692	127	16	user	user	NOUN
cana-692	127	17	a	a	DET
cana-692	127	18	unique	unique	ADJ
cana-692	127	19	identifier	identifier	NOUN
cana-692	127	20	and	and	CCONJ
cana-692	127	21	tracking	track	VERB
cana-692	127	22	user	user	NOUN
cana-692	127	23	activities	activity	NOUN
cana-692	127	24	..	..	PUNCT
cana-692	127	25	references	reference	NOUN
cana-692	127	26	[	[	X
cana-692	127	27	1	1	NUM
cana-692	127	28	]	]	PUNCT
cana-692	127	29	.	.	PUNCT
cana-692	128	1	balaraju	balaraju	PROPN
cana-692	128	2	,	,	PUNCT
cana-692	128	3	j.	j.	PROPN
cana-692	128	4	,	,	PUNCT
cana-692	128	5	prasada	prasada	PROPN
cana-692	128	6	rao	rao	PROPN
cana-692	128	7	,	,	PUNCT
cana-692	128	8	pvrd	pvrd	PROPN
cana-692	128	9	.	.	PUNCT
cana-692	128	10	,	,	PUNCT
cana-692	128	11	―recent	―recent	PROPN
cana-692	128	12	advances	advance	NOUN
cana-692	128	13	in	in	ADP
cana-692	128	14	big	big	ADJ
cana-692	128	15	data	datum	NOUN
cana-692	128	16	storage	storage	NOUN
cana-692	128	17	and	and	CCONJ
cana-692	128	18	security	security	NOUN
cana-692	128	19	schemas	schema	NOUN
cana-692	128	20	of	of	ADP
cana-692	128	21	hdfs	hdfs	NOUN
cana-692	128	22	:	:	PUNCT
cana-692	128	23	a	a	DET
cana-692	128	24	surve	surve	NOUN
cana-692	128	25	,	,	PUNCT
cana-692	128	26	special	special	ADJ
cana-692	128	27	issue	issue	NOUN
cana-692	128	28	(	(	PUNCT
cana-692	128	29	emerging	emerge	VERB
cana-692	128	30	trends	trend	NOUN
cana-692	128	31	in	in	ADP
cana-692	128	32	engineering	engineering	NOUN
cana-692	128	33	technology	technology	NOUN
cana-692	128	34	)	)	PUNCT
cana-692	128	35	,	,	PUNCT
cana-692	128	36	6,132	6,132	NUM
cana-692	128	37	-	-	SYM
cana-692	128	38	138	138	NUM
cana-692	128	39	.	.	PUNCT
cana-692	129	1	[	[	X
cana-692	129	2	2	2	NUM
cana-692	129	3	]	]	PUNCT
cana-692	129	4	.	.	PUNCT
cana-692	130	1	chellappan	chellappan	PROPN
cana-692	130	2	s.	s.	PROPN
cana-692	130	3	,	,	PUNCT
cana-692	130	4	ganesan	ganesan	PROPN
cana-692	130	5	d.	d.	PROPN
cana-692	130	6	(	(	PUNCT
cana-692	130	7	2018	2018	NUM
cana-692	130	8	)	)	PUNCT
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cana-692	130	10	to	to	ADP
cana-692	130	11	apache	apache	NOUN
cana-692	130	12	spark	spark	NOUN
cana-692	130	13	and	and	CCONJ
cana-692	130	14	sparkcore	sparkcore	NOUN
cana-692	130	15	.	.	PUNCT
cana-692	131	1	in	in	ADP
cana-692	131	2	:	:	PUNCT
cana-692	131	3	practical	practical	ADJ
cana-692	131	4	apache	apache	NOUN
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cana-692	131	6	,	,	PUNCT
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cana-692	131	9	ca	ca	PROPN
cana-692	131	10	.	.	PUNCT
cana-692	131	11	https://doi.org/10.1007/978-1-48423652-9_3	https://doi.org/10.1007/978-1-48423652-9_3	PROPN
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cana-692	132	1	[	[	X
cana-692	132	2	3	3	NUM
cana-692	132	3	]	]	PUNCT
cana-692	132	4	.	.	PUNCT
cana-692	133	1	m.	m.	NOUN
cana-692	133	2	m.	m.	PROPN
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cana-692	133	5	d.	d.	PROPN
cana-692	133	6	h.	h.	PROPN
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cana-692	133	8	)	)	PUNCT
cana-692	133	9	,	,	PUNCT
cana-692	133	10	"	"	PUNCT
cana-692	133	11	data	datum	NOUN
cana-692	133	12	security	security	NOUN
cana-692	133	13	in	in	ADP
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cana-692	133	19	,	,	PUNCT
cana-692	133	20	international	international	ADJ
cana-692	133	21	conference	conference	NOUN
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cana-692	133	26	(	(	PUNCT
cana-692	133	27	icett),1	icett),1	NOUN
cana-692	133	28	-	-	SYM
cana-692	133	29	5	5	NUM
cana-692	133	30	.	.	PUNCT
cana-692	134	1	[	[	X
cana-692	134	2	4	4	NUM
cana-692	134	3	]	]	PUNCT
cana-692	134	4	.	.	PUNCT
cana-692	135	1	salloum	salloum	PROPN
cana-692	135	2	,	,	PUNCT
cana-692	135	3	s.	s.	PROPN
cana-692	135	4	;	;	PUNCT
cana-692	135	5	dautov	dautov	PROPN
cana-692	135	6	,	,	PUNCT
cana-692	135	7	r.	r.	PROPN
cana-692	135	8	;	;	PUNCT
cana-692	135	9	chen	chen	PROPN
cana-692	135	10	,	,	PUNCT
cana-692	135	11	x.	x.	PROPN
cana-692	135	12	;	;	PUNCT
cana-692	135	13	peng	peng	PROPN
cana-692	135	14	,	,	PUNCT
cana-692	135	15	p.x	p.x	PROPN
cana-692	135	16	.	.	PROPN
cana-692	135	17	;	;	PUNCT
cana-692	135	18	huang	huang	PROPN
cana-692	135	19	,	,	PUNCT
cana-692	135	20	j.z	j.z	PROPN
cana-692	135	21	.	.	PROPN
cana-692	135	22	big	big	PROPN
cana-692	135	23	data	datum	NOUN
cana-692	135	24	analytics	analytic	NOUN
cana-692	135	25	on	on	ADP
cana-692	135	26	apache	apache	NOUN
cana-692	135	27	spark	spark	NOUN
cana-692	135	28	.	.	PUNCT
cana-692	136	1	int	int	NOUN
cana-692	136	2	.	.	PUNCT
cana-692	137	1	j.	j.	PROPN
cana-692	137	2	data	data	PROPN
cana-692	137	3	sci	sci	PROPN
cana-692	137	4	.	.	PROPN
cana-692	137	5	anal	anal	PROPN
cana-692	137	6	.	.	PUNCT
cana-692	137	7	2016	2016	NUM
cana-692	137	8	,	,	PUNCT
cana-692	137	9	1	1	NUM
cana-692	137	10	,	,	PUNCT
cana-692	137	11	145–164	145–164	NUM
cana-692	137	12	.	.	PUNCT
cana-692	138	1	[	[	X
cana-692	138	2	5	5	NUM
cana-692	138	3	]	]	PUNCT
cana-692	138	4	.	.	PUNCT
cana-692	139	1	amalraj	amalraj	PROPN
cana-692	139	2	,	,	PUNCT
cana-692	139	3	a.j	a.j	PROPN
cana-692	139	4	.	.	PROPN
cana-692	139	5	and	and	CCONJ
cana-692	139	6	jose	jose	PROPN
cana-692	139	7	,	,	PUNCT
cana-692	139	8	j.r	j.r	PROPN
cana-692	139	9	.	.	PROPN
cana-692	139	10	,	,	PUNCT
cana-692	139	11	2016	2016	NUM
cana-692	139	12	.	.	PUNCT
cana-692	140	1	a	a	DET
cana-692	140	2	survey	survey	NOUN
cana-692	140	3	paper	paper	NOUN
cana-692	140	4	on	on	ADP
cana-692	140	5	cryptography	cryptography	NOUN
cana-692	140	6	techniques	technique	NOUN
cana-692	140	7	.	.	PUNCT
cana-692	141	1	international	international	ADJ
cana-692	141	2	journal	journal	NOUN
cana-692	141	3	of	of	ADP
cana-692	141	4	computer	computer	NOUN
cana-692	141	5	science	science	NOUN
cana-692	141	6	and	and	CCONJ
cana-692	141	7	mobile	mobile	NOUN
cana-692	141	8	computing	computing	NOUN
cana-692	141	9	,	,	PUNCT
cana-692	141	10	5(8	5(8	NUM
cana-692	141	11	)	)	PUNCT
cana-692	141	12	,	,	PUNCT
cana-692	141	13	pp.55	pp.55	NOUN
cana-692	141	14	-	-	PUNCT
cana-692	141	15	59	59	NUM
cana-692	141	16	.	.	PUNCT
cana-692	142	1	[	[	X
cana-692	142	2	6	6	NUM
cana-692	142	3	]	]	PUNCT
cana-692	142	4	.	.	PUNCT
cana-692	143	1	revenkar	revenkar	PROPN
cana-692	143	2	,	,	PUNCT
cana-692	143	3	p.	p.	PROPN
cana-692	143	4	s.	s.	PROPN
cana-692	143	5	,	,	PUNCT
cana-692	143	6	anisa	anisa	PROPN
cana-692	143	7	anjum	anjum	PROPN
cana-692	143	8	,	,	PUNCT
cana-692	143	9	and	and	CCONJ
cana-692	143	10	w.	w.	PROPN
cana-692	143	11	z.	z.	PROPN
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cana-692	143	13	.	.	PUNCT
cana-692	144	1	"	"	PUNCT
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cana-692	144	3	iris	iris	NOUN
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cana-692	144	6	visual	visual	ADJ
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cana-692	144	8	.	.	PUNCT
cana-692	144	9	"	"	PUNCT
cana-692	145	1	arxiv	arxiv	PROPN
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cana-692	145	4	(	(	PUNCT
cana-692	145	5	2010	2010	NUM
cana-692	145	6	)	)	PUNCT
cana-692	145	7	.	.	PUNCT
cana-692	146	1	[	[	X
cana-692	146	2	7	7	NUM
cana-692	146	3	]	]	PUNCT
cana-692	146	4	.	.	PUNCT
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cana-692	146	6	,	,	PUNCT
cana-692	146	7	shay	shay	PROPN
cana-692	146	8	,	,	PUNCT
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cana-692	146	10	johnson	johnson	PROPN
cana-692	146	11	,	,	PUNCT
cana-692	146	12	and	and	CCONJ
cana-692	146	13	jesse	jesse	PROPN
cana-692	146	14	walker	walker	PROPN
cana-692	146	15	.	.	PUNCT
cana-692	147	1	"	"	PUNCT
cana-692	147	2	sha-512/256	sha-512/256	PROPN
cana-692	147	3	.	.	PUNCT
cana-692	147	4	"	"	PUNCT
cana-692	148	1	in	in	ADP
cana-692	148	2	2011	2011	NUM
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cana-692	148	4	international	international	ADJ
cana-692	148	5	conference	conference	NOUN
cana-692	148	6	on	on	ADP
cana-692	148	7	information	information	NOUN
cana-692	148	8	technology	technology	NOUN
cana-692	148	9	:	:	PUNCT
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cana-692	148	11	generations	generation	NOUN
cana-692	148	12	,	,	PUNCT
cana-692	148	13	pp	pp	ADV
cana-692	148	14	.	.	PUNCT
cana-692	148	15	354	354	NUM
cana-692	148	16	-	-	SYM
cana-692	148	17	358	358	NUM
cana-692	148	18	.	.	PUNCT
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cana-692	148	20	,	,	PUNCT
cana-692	148	21	2011	2011	NUM
cana-692	148	22	.	.	PUNCT
cana-692	149	1	[	[	X
cana-692	149	2	8	8	NUM
cana-692	149	3	]	]	PUNCT
cana-692	149	4	.	.	PUNCT
cana-692	150	1	kiran	kiran	PROPN
cana-692	150	2	,	,	PUNCT
cana-692	150	3	t.	t.	PROPN
cana-692	150	4	srinivasa	srinivasa	PROPN
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cana-692	150	6	,	,	PUNCT
cana-692	150	7	et	et	PROPN
cana-692	150	8	al	al	PROPN
cana-692	150	9	.	.	PUNCT
cana-692	151	1	"	"	PUNCT
cana-692	151	2	a	a	DET
cana-692	151	3	symbol	symbol	NOUN
cana-692	151	4	-	-	PUNCT
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cana-692	151	6	graphical	graphical	ADJ
cana-692	151	7	schema	schema	NOUN
cana-692	151	8	resistant	resistant	ADJ
cana-692	151	9	to	to	ADP
cana-692	151	10	peeping	peep	VERB
cana-692	151	11	attack	attack	NOUN
cana-692	151	12	.	.	PUNCT
cana-692	151	13	"	"	PUNCT
cana-692	152	1	international	international	ADJ
cana-692	152	2	journal	journal	NOUN
cana-692	152	3	of	of	ADP
cana-692	152	4	computer	computer	NOUN
cana-692	152	5	science	science	NOUN
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cana-692	152	7	(	(	PUNCT
cana-692	152	8	ijcsi	ijcsi	NOUN
cana-692	152	9	)	)	PUNCT
cana-692	152	10	10.5	10.5	NUM
cana-692	152	11	(	(	PUNCT
cana-692	152	12	2013	2013	NUM
cana-692	152	13	):	):	PUNCT
cana-692	152	14	229	229	NUM
cana-692	152	15	.	.	PUNCT
cana-692	153	1	[	[	X
cana-692	153	2	9	9	NUM
cana-692	153	3	]	]	PUNCT
cana-692	153	4	.	.	PUNCT
cana-692	154	1	balaraju	balaraju	PROPN
cana-692	154	2	j.	j.	PROPN
cana-692	154	3	,	,	PUNCT
cana-692	154	4	prasada	prasada	PROPN
cana-692	154	5	rao	rao	PROPN
cana-692	154	6	.	.	PUNCT
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cana-692	154	8	,	,	PUNCT
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cana-692	154	12	interface	interface	NOUN
cana-692	154	13	for	for	ADP
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cana-692	154	15	cluster	cluster	NOUN
cana-692	154	16	using	use	VERB
cana-692	154	17	dna	dna	PROPN
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cana-692	154	19	:	:	PUNCT
cana-692	154	20	a	a	DET
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cana-692	154	23	in	in	ADP
cana-692	154	24	(	(	PUNCT
cana-692	154	25	eds	ed	NOUN
cana-692	154	26	)	)	PUNCT
cana-692	154	27	soft	soft	ADJ
cana-692	154	28	computing	computing	NOUN
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cana-692	154	30	signal	signal	NOUN
cana-692	154	31	processing	processing	NOUN
cana-692	154	32	.	.	PUNCT
cana-692	155	1	icscsp	icscsp	VERB
cana-692	155	2	2019	2019	NUM
cana-692	155	3	.	.	PUNCT
cana-692	156	1	advances	advance	NOUN
cana-692	156	2	in	in	ADP
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cana-692	156	5	computing	computing	NOUN
cana-692	156	6	,	,	PUNCT
cana-692	156	7	vol	vol	NOUN
cana-692	156	8	1118	1118	NUM
cana-692	156	9	.	.	PUNCT
cana-692	157	1	springer	springer	NOUN
cana-692	157	2	,	,	PUNCT
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cana-692	157	4	[	[	X
cana-692	157	5	10	10	NUM
cana-692	157	6	]	]	PUNCT
cana-692	157	7	.	.	PUNCT
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cana-692	158	2	,	,	PUNCT
cana-692	158	3	haichang	haichang	PROPN
cana-692	158	4	,	,	PUNCT
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cana-692	158	14	.	.	PUNCT
cana-692	159	1	"	"	PUNCT
cana-692	159	2	a	a	DET
cana-692	159	3	survey	survey	NOUN
cana-692	159	4	on	on	ADP
cana-692	159	5	the	the	DET
cana-692	159	6	use	use	NOUN
cana-692	159	7	of	of	ADP
cana-692	159	8	graphical	graphical	ADJ
cana-692	159	9	passwords	password	NOUN
cana-692	159	10	in	in	ADP
cana-692	159	11	security	security	NOUN
cana-692	159	12	.	.	PUNCT
cana-692	159	13	"	"	PUNCT
cana-692	160	1	j.	j.	PROPN
cana-692	160	2	softw	softw	PROPN
cana-692	160	3	.	.	PROPN
cana-692	161	1	8	8	NUM
cana-692	161	2	,	,	PUNCT
cana-692	161	3	no	no	INTJ
cana-692	161	4	.	.	NOUN
cana-692	161	5	7	7	NUM
cana-692	161	6	(	(	PUNCT
cana-692	161	7	2013	2013	NUM
cana-692	161	8	):	):	PUNCT
cana-692	161	9	1678	1678	NUM
cana-692	161	10	-	-	SYM
cana-692	161	11	1698	1698	NUM
cana-692	161	12	.	.	PUNCT
cana-692	162	1	[	[	X
cana-692	162	2	11	11	NUM
cana-692	162	3	]	]	PUNCT
cana-692	162	4	.	.	PUNCT
cana-692	163	1	balaraju	balaraju	PROPN
cana-692	163	2	,	,	PUNCT
cana-692	163	3	j.	j.	PROPN
cana-692	163	4	,	,	PUNCT
cana-692	163	5	prasada	prasada	PROPN
cana-692	163	6	rao	rao	PROPN
cana-692	163	7	.	.	PUNCT
cana-692	164	1	pvrd	pvrd	PROPN
cana-692	164	2	,	,	PUNCT
cana-692	164	3	"	"	PUNCT
cana-692	164	4	investigation	investigation	NOUN
cana-692	164	5	and	and	CCONJ
cana-692	164	6	finding	find	VERB
cana-692	164	7	a	a	DET
cana-692	164	8	dna	dna	NOUN
cana-692	164	9	cryptography	cryptography	NOUN
cana-692	164	10	layer	layer	NOUN
cana-692	164	11	for	for	ADP
cana-692	164	12	securing	secure	VERB
cana-692	164	13	data	datum	NOUN
cana-692	164	14	in	in	ADP
cana-692	164	15	hadoop	hadoop	NOUN
cana-692	164	16	cluster	cluster	NOUN
cana-692	164	17	.	.	PUNCT
cana-692	164	18	"	"	PUNCT
cana-692	165	1	int	int	NOUN
cana-692	165	2	.	.	PUNCT
cana-692	166	1	j.	j.	PROPN
cana-692	166	2	advance	advance	VERB
cana-692	166	3	soft	soft	ADJ
cana-692	166	4	compu	compu	PROPN
cana-692	166	5	.	.	PUNCT
cana-692	167	1	appl	appl	PROPN
cana-692	167	2	12.3	12.3	NUM
cana-692	167	3	(	(	PUNCT
cana-692	167	4	2020	2020	NUM
cana-692	167	5	)	)	PUNCT
cana-692	167	6	.	.	PUNCT
cana-692	168	1	[	[	X
cana-692	168	2	12	12	NUM
cana-692	168	3	]	]	PUNCT
cana-692	168	4	.	.	PUNCT
cana-692	169	1	meng	meng	PROPN
cana-692	169	2	,	,	PUNCT
cana-692	169	3	yuxin	yuxin	PROPN
cana-692	169	4	.	.	PUNCT
cana-692	170	1	"	"	PUNCT
cana-692	170	2	designing	design	VERB
cana-692	170	3	click	click	NOUN
cana-692	170	4	-	-	PUNCT
cana-692	170	5	draw	draw	ADJ
cana-692	170	6	based	base	VERB
cana-692	170	7	graphical	graphical	ADJ
cana-692	170	8	password	password	NOUN
cana-692	170	9	scheme	scheme	NOUN
cana-692	170	10	for	for	ADP
cana-692	170	11	better	well	ADJ
cana-692	170	12	authentication	authentication	NOUN
cana-692	170	13	.	.	PUNCT
cana-692	170	14	"	"	PUNCT
cana-692	171	1	in	in	ADP
cana-692	171	2	2012	2012	NUM
cana-692	171	3	ieee	ieee	NOUN
cana-692	171	4	seventh	seventh	ADJ
cana-692	171	5	international	international	ADJ
cana-692	171	6	conference	conference	NOUN
cana-692	171	7	on	on	ADP
cana-692	171	8	networking	networking	NOUN
cana-692	171	9	,	,	PUNCT
cana-692	171	10	architecture	architecture	NOUN
cana-692	171	11	,	,	PUNCT
cana-692	171	12	and	and	CCONJ
cana-692	171	13	storage	storage	NOUN
cana-692	171	14	,	,	PUNCT
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cana-692	171	16	.	.	PUNCT
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cana-692	171	18	-	-	SYM
cana-692	171	19	48	48	NUM
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