id	sid	tid	token	lemma	pos
5x21td98h4d	1	1	with	with	ADP
5x21td98h4d	1	2	the	the	DET
5x21td98h4d	1	3	prevalence	prevalence	NOUN
5x21td98h4d	1	4	of	of	ADP
5x21td98h4d	1	5	multi	multi	NOUN
5x21td98h4d	1	6	-	-	NOUN
5x21td98h4d	1	7	user	user	ADJ
5x21td98h4d	1	8	environments	environment	NOUN
5x21td98h4d	1	9	and	and	CCONJ
5x21td98h4d	1	10	distributed	distribute	VERB
5x21td98h4d	1	11	applications	application	NOUN
5x21td98h4d	1	12	,	,	PUNCT
5x21td98h4d	1	13	the	the	DET
5x21td98h4d	1	14	traditional	traditional	ADJ
5x21td98h4d	1	15	identity	identity	NOUN
5x21td98h4d	1	16	of	of	ADP
5x21td98h4d	1	17	hosts	host	NOUN
5x21td98h4d	1	18	(	(	PUNCT
5x21td98h4d	1	19	e.g.	e.g.	X
5x21td98h4d	1	20	,	,	PUNCT
5x21td98h4d	1	21	ip	ip	NOUN
5x21td98h4d	1	22	addresses	address	NOUN
5x21td98h4d	1	23	and	and	CCONJ
5x21td98h4d	1	24	port	port	NOUN
5x21td98h4d	1	25	numbers	number	NOUN
5x21td98h4d	1	26	)	)	PUNCT
5x21td98h4d	1	27	becomes	become	VERB
5x21td98h4d	1	28	less	less	ADV
5x21td98h4d	1	29	precise	precise	ADJ
5x21td98h4d	1	30	in	in	ADP
5x21td98h4d	1	31	describing	describe	VERB
5x21td98h4d	1	32	what	what	PRON
5x21td98h4d	1	33	is	be	AUX
5x21td98h4d	1	34	going	go	VERB
5x21td98h4d	1	35	on	on	ADP
5x21td98h4d	1	36	in	in	ADP
5x21td98h4d	1	37	the	the	DET
5x21td98h4d	1	38	networks	network	NOUN
5x21td98h4d	1	39	.	.	PUNCT
5x21td98h4d	2	1	instead	instead	ADV
5x21td98h4d	2	2	,	,	PUNCT
5x21td98h4d	2	3	users	user	NOUN
5x21td98h4d	2	4	,	,	PUNCT
5x21td98h4d	2	5	applications	application	NOUN
5x21td98h4d	2	6	and	and	CCONJ
5x21td98h4d	2	7	data	datum	NOUN
5x21td98h4d	2	8	have	have	AUX
5x21td98h4d	2	9	received	receive	VERB
5x21td98h4d	2	10	increasing	increase	VERB
5x21td98h4d	2	11	attention	attention	NOUN
5x21td98h4d	2	12	from	from	ADP
5x21td98h4d	2	13	the	the	DET
5x21td98h4d	2	14	perspective	perspective	NOUN
5x21td98h4d	2	15	of	of	ADP
5x21td98h4d	2	16	enterprise	enterprise	NOUN
5x21td98h4d	2	17	network	network	NOUN
5x21td98h4d	2	18	security	security	NOUN
5x21td98h4d	2	19	and	and	CCONJ
5x21td98h4d	2	20	management	management	NOUN
5x21td98h4d	2	21	.	.	PUNCT
5x21td98h4d	3	1	precisely	precisely	ADV
5x21td98h4d	3	2	identifying	identify	VERB
5x21td98h4d	3	3	who	who	PRON
5x21td98h4d	3	4	is	be	AUX
5x21td98h4d	3	5	doing	do	VERB
5x21td98h4d	3	6	what	what	PRON
5x21td98h4d	3	7	on	on	ADP
5x21td98h4d	3	8	an	an	DET
5x21td98h4d	3	9	enterprise	enterprise	NOUN
5x21td98h4d	3	10	network	network	NOUN
5x21td98h4d	3	11	has	have	AUX
5x21td98h4d	3	12	become	become	VERB
5x21td98h4d	3	13	an	an	DET
5x21td98h4d	3	14	extremely	extremely	ADV
5x21td98h4d	3	15	challenging	challenging	ADJ
5x21td98h4d	3	16	task	task	NOUN
5x21td98h4d	3	17	.	.	PUNCT
5x21td98h4d	4	1	this	this	DET
5x21td98h4d	4	2	dissertation	dissertation	NOUN
5x21td98h4d	4	3	presents	present	VERB
5x21td98h4d	4	4	a	a	DET
5x21td98h4d	4	5	visualization	visualization	NOUN
5x21td98h4d	4	6	tool	tool	NOUN
5x21td98h4d	4	7	called	call	VERB
5x21td98h4d	4	8	enavis	enavis	PROPN
5x21td98h4d	4	9	(	(	PUNCT
5x21td98h4d	4	10	enterprise	enterprise	NOUN
5x21td98h4d	4	11	network	network	NOUN
5x21td98h4d	4	12	activities	activity	NOUN
5x21td98h4d	4	13	visualization	visualization	NOUN
5x21td98h4d	4	14	)	)	PUNCT
5x21td98h4d	4	15	.	.	PUNCT
5x21td98h4d	5	1	through	through	ADP
5x21td98h4d	5	2	collection	collection	NOUN
5x21td98h4d	5	3	of	of	ADP
5x21td98h4d	5	4	the	the	DET
5x21td98h4d	5	5	context	context	NOUN
5x21td98h4d	5	6	in	in	ADP
5x21td98h4d	5	7	terms	term	NOUN
5x21td98h4d	5	8	of	of	ADP
5x21td98h4d	5	9	the	the	DET
5x21td98h4d	5	10	actual	actual	ADJ
5x21td98h4d	5	11	users	user	NOUN
5x21td98h4d	5	12	and	and	CCONJ
5x21td98h4d	5	13	applications	application	NOUN
5x21td98h4d	5	14	associated	associate	VERB
5x21td98h4d	5	15	with	with	ADP
5x21td98h4d	5	16	network	network	NOUN
5x21td98h4d	5	17	connections	connection	NOUN
5x21td98h4d	5	18	and	and	CCONJ
5x21td98h4d	5	19	smarter	smart	ADJ
5x21td98h4d	5	20	visual	visual	ADJ
5x21td98h4d	5	21	analytics	analytic	NOUN
5x21td98h4d	5	22	,	,	PUNCT
5x21td98h4d	5	23	enavis	enavis	PROPN
5x21td98h4d	5	24	aids	aid	VERB
5x21td98h4d	5	25	a	a	DET
5x21td98h4d	5	26	real	real	ADJ
5x21td98h4d	5	27	-	-	PUNCT
5x21td98h4d	5	28	world	world	NOUN
5x21td98h4d	5	29	administrator	administrator	NOUN
5x21td98h4d	5	30	in	in	ADP
5x21td98h4d	5	31	allowing	allow	VERB
5x21td98h4d	5	32	them	they	PRON
5x21td98h4d	5	33	to	to	PART
5x21td98h4d	5	34	more	more	ADV
5x21td98h4d	5	35	efficiently	efficiently	ADV
5x21td98h4d	5	36	manage	manage	VERB
5x21td98h4d	5	37	and	and	CCONJ
5x21td98h4d	5	38	gain	gain	VERB
5x21td98h4d	5	39	insight	insight	NOUN
5x21td98h4d	5	40	about	about	ADP
5x21td98h4d	5	41	the	the	DET
5x21td98h4d	5	42	connectivity	connectivity	NOUN
5x21td98h4d	5	43	between	between	ADP
5x21td98h4d	5	44	hosts	host	NOUN
5x21td98h4d	5	45	,	,	PUNCT
5x21td98h4d	5	46	users	user	NOUN
5x21td98h4d	5	47	,	,	PUNCT
5x21td98h4d	5	48	applications	application	NOUN
5x21td98h4d	5	49	and	and	CCONJ
5x21td98h4d	5	50	data	data	NOUN
5x21td98h4d	5	51	access	access	NOUN
5x21td98h4d	5	52	,	,	PUNCT
5x21td98h4d	5	53	offering	offer	VERB
5x21td98h4d	5	54	significant	significant	ADJ
5x21td98h4d	5	55	streamlining	streamlining	NOUN
5x21td98h4d	5	56	of	of	ADP
5x21td98h4d	5	57	the	the	DET
5x21td98h4d	5	58	management	management	NOUN
5x21td98h4d	5	59	process	process	NOUN
5x21td98h4d	5	60	.	.	PUNCT
5x21td98h4d	6	1	challenges	challenge	NOUN
5x21td98h4d	6	2	posed	pose	VERB
5x21td98h4d	6	3	by	by	ADP
5x21td98h4d	6	4	the	the	DET
5x21td98h4d	6	5	above	above	ADJ
5x21td98h4d	6	6	context	context	NOUN
5x21td98h4d	6	7	-	-	PUNCT
5x21td98h4d	6	8	based	base	VERB
5x21td98h4d	6	9	analysis	analysis	NOUN
5x21td98h4d	6	10	include	include	VERB
5x21td98h4d	6	11	increased	increase	VERB
5x21td98h4d	6	12	information	information	NOUN
5x21td98h4d	6	13	dimensions	dimension	NOUN
5x21td98h4d	6	14	,	,	PUNCT
5x21td98h4d	6	15	lack	lack	NOUN
5x21td98h4d	6	16	of	of	ADP
5x21td98h4d	6	17	clean	clean	ADJ
5x21td98h4d	6	18	training	training	NOUN
5x21td98h4d	6	19	data	datum	NOUN
5x21td98h4d	6	20	,	,	PUNCT
5x21td98h4d	6	21	and	and	CCONJ
5x21td98h4d	6	22	highly	highly	ADV
5x21td98h4d	6	23	dynamic	dynamic	ADJ
5x21td98h4d	6	24	nature	nature	NOUN
5x21td98h4d	6	25	of	of	ADP
5x21td98h4d	6	26	host	host	NOUN
5x21td98h4d	6	27	-	-	PUNCT
5x21td98h4d	6	28	user	user	NOUN
5x21td98h4d	6	29	-	-	PUNCT
5x21td98h4d	6	30	application	application	NOUN
5x21td98h4d	6	31	(	(	PUNCT
5x21td98h4d	6	32	hua	hua	PROPN
5x21td98h4d	6	33	)	)	PUNCT
5x21td98h4d	6	34	.	.	PUNCT
5x21td98h4d	7	1	besides	besides	SCONJ
5x21td98h4d	7	2	the	the	DET
5x21td98h4d	7	3	ability	ability	NOUN
5x21td98h4d	7	4	to	to	PART
5x21td98h4d	7	5	visualize	visualize	VERB
5x21td98h4d	7	6	various	various	ADJ
5x21td98h4d	7	7	combinations	combination	NOUN
5x21td98h4d	7	8	of	of	ADP
5x21td98h4d	7	9	hua	hua	PROPN
5x21td98h4d	7	10	,	,	PUNCT
5x21td98h4d	7	11	the	the	DET
5x21td98h4d	7	12	contribution	contribution	NOUN
5x21td98h4d	7	13	of	of	ADP
5x21td98h4d	7	14	this	this	DET
5x21td98h4d	7	15	study	study	NOUN
5x21td98h4d	7	16	lies	lie	VERB
5x21td98h4d	7	17	on	on	ADP
5x21td98h4d	7	18	its	its	PRON
5x21td98h4d	7	19	exploration	exploration	NOUN
5x21td98h4d	7	20	and	and	CCONJ
5x21td98h4d	7	21	evaluation	evaluation	NOUN
5x21td98h4d	7	22	of	of	ADP
5x21td98h4d	7	23	the	the	DET
5x21td98h4d	7	24	viability	viability	NOUN
5x21td98h4d	7	25	and	and	CCONJ
5x21td98h4d	7	26	efficacy	efficacy	NOUN
5x21td98h4d	7	27	of	of	ADP
5x21td98h4d	7	28	a	a	DET
5x21td98h4d	7	29	unified	unified	ADJ
5x21td98h4d	7	30	approach	approach	NOUN
5x21td98h4d	7	31	by	by	ADP
5x21td98h4d	7	32	incorporating	incorporate	VERB
5x21td98h4d	7	33	algorithmic	algorithmic	ADJ
5x21td98h4d	7	34	data	datum	NOUN
5x21td98h4d	7	35	mining	mining	NOUN
5x21td98h4d	7	36	methods	method	NOUN
5x21td98h4d	7	37	with	with	ADP
5x21td98h4d	7	38	interactive	interactive	ADJ
5x21td98h4d	7	39	visual	visual	ADJ
5x21td98h4d	7	40	exploration	exploration	NOUN
5x21td98h4d	7	41	process	process	NOUN
5x21td98h4d	7	42	.	.	PUNCT
5x21td98h4d	8	1	the	the	DET
5x21td98h4d	8	2	proposed	propose	VERB
5x21td98h4d	8	3	data	data	NOUN
5x21td98h4d	8	4	analysis	analysis	NOUN
5x21td98h4d	8	5	algorithms	algorithm	NOUN
5x21td98h4d	8	6	can	can	AUX
5x21td98h4d	8	7	provide	provide	VERB
5x21td98h4d	8	8	intelligence	intelligence	NOUN
5x21td98h4d	8	9	to	to	PART
5x21td98h4d	8	10	start	start	VERB
5x21td98h4d	8	11	and	and	CCONJ
5x21td98h4d	8	12	guide	guide	VERB
5x21td98h4d	8	13	an	an	DET
5x21td98h4d	8	14	investigation	investigation	NOUN
5x21td98h4d	8	15	process	process	NOUN
5x21td98h4d	8	16	while	while	SCONJ
5x21td98h4d	8	17	the	the	DET
5x21td98h4d	8	18	proposed	propose	VERB
5x21td98h4d	8	19	visual	visual	ADJ
5x21td98h4d	8	20	transformations	transformation	NOUN
5x21td98h4d	8	21	brings	bring	VERB
5x21td98h4d	8	22	in	in	ADP
5x21td98h4d	8	23	experts	expert	NOUN
5x21td98h4d	8	24	'	'	PART
5x21td98h4d	8	25	domain	domain	NOUN
5x21td98h4d	8	26	knowledge	knowledge	NOUN
5x21td98h4d	8	27	to	to	ADP
5x21td98h4d	8	28	the	the	DET
5x21td98h4d	8	29	security	security	NOUN
5x21td98h4d	8	30	and	and	CCONJ
5x21td98h4d	8	31	management	management	NOUN
5x21td98h4d	8	32	problems	problem	NOUN
5x21td98h4d	8	33	that	that	PRON
5x21td98h4d	8	34	are	be	AUX
5x21td98h4d	8	35	infeasible	infeasible	ADJ
5x21td98h4d	8	36	by	by	ADP
5x21td98h4d	8	37	existing	exist	VERB
5x21td98h4d	8	38	machine	machine	NOUN
5x21td98h4d	8	39	learning	learning	NOUN
5x21td98h4d	8	40	approaches	approach	NOUN
5x21td98h4d	8	41	.	.	PUNCT
5x21td98h4d	9	1	in	in	ADP
5x21td98h4d	9	2	particular	particular	ADJ
5x21td98h4d	9	3	,	,	PUNCT
5x21td98h4d	9	4	a	a	DET
5x21td98h4d	9	5	hierarchical	hierarchical	ADJ
5x21td98h4d	9	6	similarity	similarity	NOUN
5x21td98h4d	9	7	and	and	CCONJ
5x21td98h4d	9	8	differential	differential	ADJ
5x21td98h4d	9	9	visualization	visualization	NOUN
5x21td98h4d	9	10	framework	framework	NOUN
5x21td98h4d	9	11	is	be	AUX
5x21td98h4d	9	12	developed	develop	VERB
5x21td98h4d	9	13	,	,	PUNCT
5x21td98h4d	9	14	which	which	PRON
5x21td98h4d	9	15	starts	start	VERB
5x21td98h4d	9	16	with	with	ADP
5x21td98h4d	9	17	the	the	DET
5x21td98h4d	9	18	evolution	evolution	NOUN
5x21td98h4d	9	19	of	of	ADP
5x21td98h4d	9	20	inter	inter	ADJ
5x21td98h4d	9	21	-	-	ADJ
5x21td98h4d	9	22	graph	graph	ADJ
5x21td98h4d	9	23	states	state	NOUN
5x21td98h4d	9	24	,	,	PUNCT
5x21td98h4d	9	25	adapts	adapt	VERB
5x21td98h4d	9	26	to	to	ADP
5x21td98h4d	9	27	the	the	DET
5x21td98h4d	9	28	dynamics	dynamic	NOUN
5x21td98h4d	9	29	of	of	ADP
5x21td98h4d	9	30	individual	individual	ADJ
5x21td98h4d	9	31	nodes	node	NOUN
5x21td98h4d	9	32	and	and	CCONJ
5x21td98h4d	9	33	edges	edge	NOUN
5x21td98h4d	9	34	of	of	ADP
5x21td98h4d	9	35	hua	hua	PROPN
5x21td98h4d	9	36	context	context	NOUN
5x21td98h4d	9	37	graphs	graph	NOUN
5x21td98h4d	9	38	,	,	PUNCT
5x21td98h4d	9	39	and	and	CCONJ
5x21td98h4d	9	40	concludes	conclude	VERB
5x21td98h4d	9	41	with	with	ADP
5x21td98h4d	9	42	the	the	DET
5x21td98h4d	9	43	analysis	analysis	NOUN
5x21td98h4d	9	44	of	of	ADP
5x21td98h4d	9	45	community	community	NOUN
5x21td98h4d	9	46	evolutions	evolution	NOUN
5x21td98h4d	9	47	.	.	PUNCT
5x21td98h4d	10	1	through	through	ADP
5x21td98h4d	10	2	novel	novel	ADJ
5x21td98h4d	10	3	graph	graph	NOUN
5x21td98h4d	10	4	construction	construction	NOUN
5x21td98h4d	10	5	and	and	CCONJ
5x21td98h4d	10	6	transformation	transformation	NOUN
5x21td98h4d	10	7	as	as	ADV
5x21td98h4d	10	8	well	well	ADV
5x21td98h4d	10	9	as	as	ADP
5x21td98h4d	10	10	modeling	model	VERB
5x21td98h4d	10	11	,	,	PUNCT
5x21td98h4d	10	12	quantification	quantification	NOUN
5x21td98h4d	10	13	and	and	CCONJ
5x21td98h4d	10	14	visual	visual	ADJ
5x21td98h4d	10	15	investigation	investigation	NOUN
5x21td98h4d	10	16	of	of	ADP
5x21td98h4d	10	17	the	the	DET
5x21td98h4d	10	18	key	key	ADJ
5x21td98h4d	10	19	similarities	similarity	NOUN
5x21td98h4d	10	20	or	or	CCONJ
5x21td98h4d	10	21	differences	difference	NOUN
5x21td98h4d	10	22	among	among	ADP
5x21td98h4d	10	23	the	the	DET
5x21td98h4d	10	24	important	important	ADJ
5x21td98h4d	10	25	components	component	NOUN
5x21td98h4d	10	26	of	of	ADP
5x21td98h4d	10	27	hua	hua	PROPN
5x21td98h4d	10	28	graphs	graph	NOUN
5x21td98h4d	10	29	,	,	PUNCT
5x21td98h4d	10	30	spatio	spatio	NOUN
5x21td98h4d	10	31	-	-	ADJ
5x21td98h4d	10	32	temporal	temporal	ADJ
5x21td98h4d	10	33	anomalies	anomaly	NOUN
5x21td98h4d	10	34	of	of	ADP
5x21td98h4d	10	35	user	user	NOUN
5x21td98h4d	10	36	and	and	CCONJ
5x21td98h4d	10	37	application	application	NOUN
5x21td98h4d	10	38	behaviors	behavior	NOUN
5x21td98h4d	10	39	that	that	PRON
5x21td98h4d	10	40	are	be	AUX
5x21td98h4d	10	41	usually	usually	ADV
5x21td98h4d	10	42	unknown	unknown	ADJ
5x21td98h4d	10	43	or	or	CCONJ
5x21td98h4d	10	44	hard	hard	ADJ
5x21td98h4d	10	45	to	to	PART
5x21td98h4d	10	46	define	define	VERB
5x21td98h4d	10	47	in	in	ADP
5x21td98h4d	10	48	advance	advance	NOUN
5x21td98h4d	10	49	can	can	AUX
5x21td98h4d	10	50	now	now	ADV
5x21td98h4d	10	51	be	be	AUX
5x21td98h4d	10	52	effectively	effectively	ADV
5x21td98h4d	10	53	detected	detect	VERB
5x21td98h4d	10	54	.	.	PUNCT
5x21td98h4d	11	1	more	more	ADV
5x21td98h4d	11	2	importantly	importantly	ADV
5x21td98h4d	11	3	,	,	PUNCT
5x21td98h4d	11	4	the	the	DET
5x21td98h4d	11	5	underlying	underlie	VERB
5x21td98h4d	11	6	causes	cause	NOUN
5x21td98h4d	11	7	for	for	ADP
5x21td98h4d	11	8	these	these	DET
5x21td98h4d	11	9	abnormal	abnormal	ADJ
5x21td98h4d	11	10	activities	activity	NOUN
5x21td98h4d	11	11	can	can	AUX
5x21td98h4d	11	12	be	be	AUX
5x21td98h4d	11	13	found	find	VERB
5x21td98h4d	11	14	and	and	CCONJ
5x21td98h4d	11	15	analyzed	analyze	VERB
5x21td98h4d	11	16	in	in	ADP
5x21td98h4d	11	17	a	a	DET
5x21td98h4d	11	18	time	time	NOUN
5x21td98h4d	11	19	-	-	PUNCT
5x21td98h4d	11	20	efficient	efficient	ADJ
5x21td98h4d	11	21	manner	manner	NOUN
5x21td98h4d	11	22	through	through	ADP
5x21td98h4d	11	23	intelligent	intelligent	ADJ
5x21td98h4d	11	24	and	and	CCONJ
5x21td98h4d	11	25	interactive	interactive	ADJ
5x21td98h4d	11	26	visualization	visualization	NOUN
5x21td98h4d	11	27	.	.	PUNCT
5x21td98h4d	12	1	through	through	ADP
5x21td98h4d	12	2	examples	example	NOUN
5x21td98h4d	12	3	and	and	CCONJ
5x21td98h4d	12	4	case	case	NOUN
5x21td98h4d	12	5	studies	study	NOUN
5x21td98h4d	12	6	,	,	PUNCT
5x21td98h4d	12	7	we	we	PRON
5x21td98h4d	12	8	demonstrate	demonstrate	VERB
5x21td98h4d	12	9	how	how	SCONJ
5x21td98h4d	12	10	similarity	similarity	NOUN
5x21td98h4d	12	11	and	and	CCONJ
5x21td98h4d	12	12	dynamics	dynamic	NOUN
5x21td98h4d	12	13	can	can	AUX
5x21td98h4d	12	14	be	be	AUX
5x21td98h4d	12	15	effectively	effectively	ADV
5x21td98h4d	12	16	visualized	visualize	VERB
5x21td98h4d	12	17	and	and	CCONJ
5x21td98h4d	12	18	understood	understand	VERB
5x21td98h4d	12	19	to	to	PART
5x21td98h4d	12	20	provide	provide	VERB
5x21td98h4d	12	21	insight	insight	NOUN
5x21td98h4d	12	22	with	with	ADP
5x21td98h4d	12	23	regards	regard	NOUN
5x21td98h4d	12	24	to	to	ADP
5x21td98h4d	12	25	network	network	NOUN
5x21td98h4d	12	26	security	security	NOUN
5x21td98h4d	12	27	and	and	CCONJ
5x21td98h4d	12	28	management	management	NOUN
5x21td98h4d	12	29	.	.	PUNCT