id	sid	tid	token	lemma	pos
3f462516j4v	1	1	identity	identity	NOUN
3f462516j4v	1	2	of	of	ADP
3f462516j4v	1	3	network	network	NOUN
3f462516j4v	1	4	traffic	traffic	NOUN
3f462516j4v	1	5	is	be	AUX
3f462516j4v	1	6	becoming	become	VERB
3f462516j4v	1	7	increasingly	increasingly	ADV
3f462516j4v	1	8	important	important	ADJ
3f462516j4v	1	9	in	in	ADP
3f462516j4v	1	10	the	the	DET
3f462516j4v	1	11	definition	definition	NOUN
3f462516j4v	1	12	and	and	CCONJ
3f462516j4v	1	13	enforcement	enforcement	NOUN
3f462516j4v	1	14	of	of	ADP
3f462516j4v	1	15	security	security	NOUN
3f462516j4v	1	16	policies	policy	NOUN
3f462516j4v	1	17	in	in	ADP
3f462516j4v	1	18	an	an	DET
3f462516j4v	1	19	enterprise	enterprise	NOUN
3f462516j4v	1	20	network	network	NOUN
3f462516j4v	1	21	.	.	PUNCT
3f462516j4v	2	1	network	network	NOUN
3f462516j4v	2	2	management	management	NOUN
3f462516j4v	2	3	and	and	CCONJ
3f462516j4v	2	4	auditing	auditing	NOUN
3f462516j4v	2	5	require	require	VERB
3f462516j4v	2	6	a	a	DET
3f462516j4v	2	7	finer	fine	ADJ
3f462516j4v	2	8	granularity	granularity	NOUN
3f462516j4v	2	9	to	to	PART
3f462516j4v	2	10	be	be	AUX
3f462516j4v	2	11	associated	associate	VERB
3f462516j4v	2	12	with	with	ADP
3f462516j4v	2	13	the	the	DET
3f462516j4v	2	14	traffic	traffic	NOUN
3f462516j4v	2	15	flows	flow	VERB
3f462516j4v	2	16	in	in	ADP
3f462516j4v	2	17	addition	addition	NOUN
3f462516j4v	2	18	to	to	ADP
3f462516j4v	2	19	the	the	DET
3f462516j4v	2	20	host	host	NOUN
3f462516j4v	2	21	level	level	NOUN
3f462516j4v	2	22	.	.	PUNCT
3f462516j4v	3	1	unfortunately	unfortunately	ADV
3f462516j4v	3	2	,	,	PUNCT
3f462516j4v	3	3	the	the	DET
3f462516j4v	3	4	inability	inability	NOUN
3f462516j4v	3	5	of	of	ADP
3f462516j4v	3	6	current	current	ADJ
3f462516j4v	3	7	architecture	architecture	NOUN
3f462516j4v	3	8	results	result	NOUN
3f462516j4v	3	9	in	in	ADP
3f462516j4v	3	10	the	the	DET
3f462516j4v	3	11	local	local	ADJ
3f462516j4v	3	12	context	context	NOUN
3f462516j4v	3	13	of	of	ADP
3f462516j4v	3	14	the	the	DET
3f462516j4v	3	15	connectivity	connectivity	NOUN
3f462516j4v	3	16	in	in	ADP
3f462516j4v	3	17	terms	term	NOUN
3f462516j4v	3	18	of	of	ADP
3f462516j4v	3	19	the	the	DET
3f462516j4v	3	20	user	user	NOUN
3f462516j4v	3	21	and	and	CCONJ
3f462516j4v	3	22	application	application	NOUN
3f462516j4v	3	23	being	be	AUX
3f462516j4v	3	24	inferred	infer	VERB
3f462516j4v	3	25	from	from	ADP
3f462516j4v	3	26	the	the	DET
3f462516j4v	3	27	packet	packet	NOUN
3f462516j4v	3	28	content	content	NOUN
3f462516j4v	3	29	,	,	PUNCT
3f462516j4v	3	30	such	such	ADJ
3f462516j4v	3	31	as	as	ADP
3f462516j4v	3	32	ip	ip	NOUN
3f462516j4v	3	33	address	address	NOUN
3f462516j4v	3	34	and	and	CCONJ
3f462516j4v	3	35	port	port	NOUN
3f462516j4v	3	36	numbers	number	NOUN
3f462516j4v	3	37	.	.	PUNCT
3f462516j4v	4	1	it	it	PRON
3f462516j4v	4	2	is	be	AUX
3f462516j4v	4	3	this	this	DET
3f462516j4v	4	4	inference	inference	NOUN
3f462516j4v	4	5	that	that	PRON
3f462516j4v	4	6	frequently	frequently	ADV
3f462516j4v	4	7	results	result	VERB
3f462516j4v	4	8	in	in	ADP
3f462516j4v	4	9	overly	overly	ADV
3f462516j4v	4	10	coarse	coarse	ADJ
3f462516j4v	4	11	rules	rule	NOUN
3f462516j4v	4	12	for	for	ADP
3f462516j4v	4	13	the	the	DET
3f462516j4v	4	14	firewall	firewall	NOUN
3f462516j4v	4	15	in	in	ADP
3f462516j4v	4	16	the	the	DET
3f462516j4v	4	17	interest	interest	NOUN
3f462516j4v	4	18	of	of	ADP
3f462516j4v	4	19	performance	performance	NOUN
3f462516j4v	4	20	or	or	CCONJ
3f462516j4v	4	21	simply	simply	ADV
3f462516j4v	4	22	enabling	enable	VERB
3f462516j4v	4	23	connectivity	connectivity	NOUN
3f462516j4v	4	24	.	.	PUNCT
3f462516j4v	5	1	while	while	SCONJ
3f462516j4v	5	2	there	there	PRON
3f462516j4v	5	3	are	be	VERB
3f462516j4v	5	4	mechanisms	mechanism	NOUN
3f462516j4v	5	5	proposed	propose	VERB
3f462516j4v	5	6	in	in	ADP
3f462516j4v	5	7	the	the	DET
3f462516j4v	5	8	literature	literature	NOUN
3f462516j4v	5	9	that	that	PRON
3f462516j4v	5	10	purport	purport	VERB
3f462516j4v	5	11	to	to	PART
3f462516j4v	5	12	address	address	VERB
3f462516j4v	5	13	this	this	DET
3f462516j4v	5	14	issue	issue	NOUN
3f462516j4v	5	15	,	,	PUNCT
3f462516j4v	5	16	the	the	DET
3f462516j4v	5	17	reality	reality	NOUN
3f462516j4v	5	18	of	of	ADP
3f462516j4v	5	19	deployment	deployment	NOUN
3f462516j4v	5	20	often	often	ADV
3f462516j4v	5	21	negates	negate	NOUN
3f462516j4v	5	22	adoption	adoption	NOUN
3f462516j4v	5	23	of	of	ADP
3f462516j4v	5	24	such	such	ADJ
3f462516j4v	5	25	techniques	technique	NOUN
3f462516j4v	5	26	.	.	PUNCT
3f462516j4v	6	1	to	to	ADP
3f462516j4v	6	2	that	that	DET
3f462516j4v	6	3	end	end	NOUN
3f462516j4v	6	4	,	,	PUNCT
3f462516j4v	6	5	this	this	DET
3f462516j4v	6	6	work	work	NOUN
3f462516j4v	6	7	proposes	propose	VERB
3f462516j4v	6	8	a	a	DET
3f462516j4v	6	9	distributed	distribute	VERB
3f462516j4v	6	10	network	network	NOUN
3f462516j4v	6	11	data	datum	NOUN
3f462516j4v	6	12	collection	collection	NOUN
3f462516j4v	6	13	and	and	CCONJ
3f462516j4v	6	14	analysis	analysis	NOUN
3f462516j4v	6	15	system	system	NOUN
3f462516j4v	6	16	,	,	PUNCT
3f462516j4v	6	17	expsicor	expsicor	NOUN
3f462516j4v	6	18	,	,	PUNCT
3f462516j4v	6	19	that	that	PRON
3f462516j4v	6	20	pro	pro	ADJ
3f462516j4v	6	21	-	-	ADJ
3f462516j4v	6	22	actively	actively	ADV
3f462516j4v	6	23	gathers	gather	VERB
3f462516j4v	6	24	the	the	DET
3f462516j4v	6	25	missing	miss	VERB
3f462516j4v	6	26	characteristics	characteristic	NOUN
3f462516j4v	6	27	(	(	PUNCT
3f462516j4v	6	28	local	local	ADJ
3f462516j4v	6	29	context	context	NOUN
3f462516j4v	6	30	)	)	PUNCT
3f462516j4v	6	31	for	for	ADP
3f462516j4v	6	32	the	the	DET
3f462516j4v	6	33	purpose	purpose	NOUN
3f462516j4v	6	34	of	of	ADP
3f462516j4v	6	35	enterprise	enterprise	NOUN
3f462516j4v	6	36	network	network	NOUN
3f462516j4v	6	37	management	management	NOUN
3f462516j4v	6	38	.	.	PUNCT
3f462516j4v	7	1	by	by	ADP
3f462516j4v	7	2	combining	combine	VERB
3f462516j4v	7	3	the	the	DET
3f462516j4v	7	4	full	full	ADJ
3f462516j4v	7	5	visibility	visibility	NOUN
3f462516j4v	7	6	at	at	ADP
3f462516j4v	7	7	the	the	DET
3f462516j4v	7	8	end	end	NOUN
3f462516j4v	7	9	hosts	host	NOUN
3f462516j4v	7	10	(	(	PUNCT
3f462516j4v	7	11	through	through	ADP
3f462516j4v	7	12	such	such	ADJ
3f462516j4v	7	13	simple	simple	ADJ
3f462516j4v	7	14	tools	tool	NOUN
3f462516j4v	7	15	as	as	ADP
3f462516j4v	7	16	netstat	netstat	NOUN
3f462516j4v	7	17	,	,	PUNCT
3f462516j4v	7	18	ps	ps	PROPN
3f462516j4v	7	19	,	,	PUNCT
3f462516j4v	7	20	and	and	CCONJ
3f462516j4v	7	21	lsof	lsof	PROPN
3f462516j4v	7	22	)	)	PUNCT
3f462516j4v	7	23	and	and	CCONJ
3f462516j4v	7	24	the	the	DET
3f462516j4v	7	25	global	global	ADJ
3f462516j4v	7	26	aggregate	aggregate	ADJ
3f462516j4v	7	27	view	view	NOUN
3f462516j4v	7	28	at	at	ADP
3f462516j4v	7	29	the	the	DET
3f462516j4v	7	30	central	central	ADJ
3f462516j4v	7	31	management	management	NOUN
3f462516j4v	7	32	server	server	NOUN
3f462516j4v	7	33	,	,	PUNCT
3f462516j4v	7	34	it	it	PRON
3f462516j4v	7	35	is	be	AUX
3f462516j4v	7	36	demonstrated	demonstrate	VERB
3f462516j4v	7	37	how	how	SCONJ
3f462516j4v	7	38	local	local	ADJ
3f462516j4v	7	39	context	context	NOUN
3f462516j4v	7	40	improves	improve	VERB
3f462516j4v	7	41	network	network	NOUN
3f462516j4v	7	42	insight	insight	NOUN
3f462516j4v	7	43	,	,	PUNCT
3f462516j4v	7	44	and	and	CCONJ
3f462516j4v	7	45	can	can	AUX
3f462516j4v	7	46	be	be	AUX
3f462516j4v	7	47	used	use	VERB
3f462516j4v	7	48	for	for	ADP
3f462516j4v	7	49	security	security	NOUN
3f462516j4v	7	50	auditing	auditing	NOUN
3f462516j4v	7	51	,	,	PUNCT
3f462516j4v	7	52	finer	fine	ADJ
3f462516j4v	7	53	network	network	NOUN
3f462516j4v	7	54	management	management	NOUN
3f462516j4v	7	55	and	and	CCONJ
3f462516j4v	7	56	better	well	ADJ
3f462516j4v	7	57	policy	policy	NOUN
3f462516j4v	7	58	mapping	mapping	NOUN
3f462516j4v	7	59	without	without	ADP
3f462516j4v	7	60	costly	costly	ADJ
3f462516j4v	7	61	deployment	deployment	NOUN
3f462516j4v	7	62	overhead	overhead	NOUN
3f462516j4v	7	63	.	.	PUNCT
3f462516j4v	8	1	the	the	DET
3f462516j4v	8	2	system	system	NOUN
3f462516j4v	8	3	has	have	AUX
3f462516j4v	8	4	been	be	AUX
3f462516j4v	8	5	built	build	VERB
3f462516j4v	8	6	and	and	CCONJ
3f462516j4v	8	7	evaluated	evaluate	VERB
3f462516j4v	8	8	,	,	PUNCT
3f462516j4v	8	9	and	and	CCONJ
3f462516j4v	8	10	tools	tool	NOUN
3f462516j4v	8	11	for	for	ADP
3f462516j4v	8	12	visualizing	visualize	VERB
3f462516j4v	8	13	analyzing	analyze	VERB
3f462516j4v	8	14	data	datum	NOUN
3f462516j4v	8	15	have	have	AUX
3f462516j4v	8	16	been	be	AUX
3f462516j4v	8	17	developed	develop	VERB
3f462516j4v	8	18	.	.	PUNCT
3f462516j4v	9	1	the	the	DET
3f462516j4v	9	2	system	system	NOUN
3f462516j4v	9	3	has	have	AUX
3f462516j4v	9	4	been	be	AUX
3f462516j4v	9	5	deployed	deploy	VERB
3f462516j4v	9	6	on	on	ADP
3f462516j4v	9	7	over	over	ADP
3f462516j4v	9	8	150	150	NUM
3f462516j4v	9	9	+	+	NUM
3f462516j4v	9	10	machines	machine	NOUN
3f462516j4v	9	11	in	in	ADP
3f462516j4v	9	12	our	our	PRON
3f462516j4v	9	13	department	department	NOUN
3f462516j4v	9	14	.	.	PUNCT
3f462516j4v	10	1	many	many	ADJ
3f462516j4v	10	2	interesting	interesting	ADJ
3f462516j4v	10	3	analysis	analysis	NOUN
3f462516j4v	10	4	have	have	AUX
3f462516j4v	10	5	been	be	AUX
3f462516j4v	10	6	performed	perform	VERB
3f462516j4v	10	7	and	and	CCONJ
3f462516j4v	10	8	shown	show	VERB
3f462516j4v	10	9	in	in	ADP
3f462516j4v	10	10	this	this	DET
3f462516j4v	10	11	thesis	thesis	NOUN
3f462516j4v	10	12	based	base	VERB
3f462516j4v	10	13	on	on	ADP
3f462516j4v	10	14	the	the	DET
3f462516j4v	10	15	data	datum	NOUN
3f462516j4v	10	16	that	that	PRON
3f462516j4v	10	17	has	have	AUX
3f462516j4v	10	18	been	be	AUX
3f462516j4v	10	19	collected	collect	VERB
3f462516j4v	10	20	since	since	SCONJ
3f462516j4v	10	21	april	april	PROPN
3f462516j4v	10	22	2007	2007	NUM
3f462516j4v	10	23	.	.	PUNCT