id	sid	tid	token	lemma	pos
ajis02-62	1	1	microsoft	microsoft	PROPN
ajis02-62	1	2	word	word	NOUN
ajis02-62	1	3	13	13	NUM
ajis02-62	1	4	1	1	NUM
ajis02-62	1	5	marina.doc	marina.doc	PROPN
ajis02-62	1	6	ajis	ajis	ADV
ajis02-62	1	7	vol	vol	NOUN
ajis02-62	1	8	13	13	NUM
ajis02-62	1	9	,	,	PUNCT
ajis02-62	1	10	no	no	INTJ
ajis02-62	1	11	.	.	NOUN
ajis02-62	1	12	1	1	NUM
ajis02-62	1	13	september	september	PROPN
ajis02-62	1	14	2005	2005	NUM
ajis02-62	1	15	40	40	NUM
ajis02-62	1	16	do	do	AUX
ajis02-62	1	17	n’t	not	PART
ajis02-62	1	18	leave	leave	VERB
ajis02-62	1	19	patch	patch	ADJ
ajis02-62	1	20	management	management	NOUN
ajis02-62	1	21	to	to	PART
ajis02-62	1	22	chance	chance	VERB
ajis02-62	1	23	ralph	ralph	PROPN
ajis02-62	1	24	m.	m.	PROPN
ajis02-62	1	25	defrangesco	defrangesco	PROPN
ajis02-62	1	26	1505	1505	NUM
ajis02-62	1	27	breckenridge	breckenridge	PROPN
ajis02-62	1	28	place	place	PROPN
ajis02-62	1	29	harleysville	harleysville	PROPN
ajis02-62	1	30	,	,	PUNCT
ajis02-62	1	31	pa	pa	PROPN
ajis02-62	1	32	.	.	PROPN
ajis02-62	1	33	usa	usa	PROPN
ajis02-62	1	34	19438	19438	NUM
ajis02-62	1	35	rdefrangesco@hotmail.com	rdefrangesco@hotmail.com	PUNCT
ajis02-62	2	1	abstract	abstract	ADJ
ajis02-62	2	2	patch	patch	PROPN
ajis02-62	2	3	management	management	NOUN
ajis02-62	2	4	is	be	AUX
ajis02-62	2	5	a	a	DET
ajis02-62	2	6	costly	costly	ADJ
ajis02-62	2	7	but	but	CCONJ
ajis02-62	2	8	necessary	necessary	ADJ
ajis02-62	2	9	part	part	NOUN
ajis02-62	2	10	of	of	ADP
ajis02-62	2	11	server	server	NOUN
ajis02-62	2	12	management	management	NOUN
ajis02-62	2	13	.	.	PUNCT
ajis02-62	3	1	should	should	AUX
ajis02-62	3	2	more	more	ADJ
ajis02-62	3	3	time	time	NOUN
ajis02-62	3	4	be	be	AUX
ajis02-62	3	5	spent	spend	VERB
ajis02-62	3	6	on	on	ADP
ajis02-62	3	7	patch	patch	ADJ
ajis02-62	3	8	evaluation	evaluation	NOUN
ajis02-62	3	9	and	and	CCONJ
ajis02-62	3	10	analysis	analysis	NOUN
ajis02-62	3	11	or	or	CCONJ
ajis02-62	3	12	testing	testing	NOUN
ajis02-62	3	13	and	and	CCONJ
ajis02-62	3	14	implementation	implementation	NOUN
ajis02-62	3	15	?	?	PUNCT
ajis02-62	4	1	this	this	DET
ajis02-62	4	2	paper	paper	NOUN
ajis02-62	4	3	attempts	attempt	VERB
ajis02-62	4	4	to	to	PART
ajis02-62	4	5	introduce	introduce	VERB
ajis02-62	4	6	conditional	conditional	ADJ
ajis02-62	4	7	probability	probability	NOUN
ajis02-62	4	8	into	into	ADP
ajis02-62	4	9	the	the	DET
ajis02-62	4	10	patch	patch	NOUN
ajis02-62	4	11	management	management	NOUN
ajis02-62	4	12	process	process	NOUN
ajis02-62	4	13	giving	give	VERB
ajis02-62	4	14	the	the	DET
ajis02-62	4	15	reader	reader	NOUN
ajis02-62	4	16	a	a	DET
ajis02-62	4	17	tool	tool	NOUN
ajis02-62	4	18	to	to	PART
ajis02-62	4	19	evaluate	evaluate	VERB
ajis02-62	4	20	where	where	SCONJ
ajis02-62	4	21	best	good	ADJ
ajis02-62	4	22	to	to	PART
ajis02-62	4	23	spend	spend	VERB
ajis02-62	4	24	their	their	PRON
ajis02-62	4	25	time	time	NOUN
ajis02-62	4	26	,	,	PUNCT
ajis02-62	4	27	analysis	analysis	NOUN
ajis02-62	4	28	or	or	CCONJ
ajis02-62	4	29	testing	testing	NOUN
ajis02-62	4	30	.	.	PUNCT
ajis02-62	5	1	bayes	bayes	PROPN
ajis02-62	5	2	’	'	PUNCT
ajis02-62	5	3	theorem	theorem	NOUN
ajis02-62	5	4	will	will	AUX
ajis02-62	5	5	be	be	AUX
ajis02-62	5	6	used	use	VERB
ajis02-62	5	7	to	to	PART
ajis02-62	5	8	help	help	VERB
ajis02-62	5	9	predict	predict	VERB
ajis02-62	5	10	the	the	DET
ajis02-62	5	11	outcome	outcome	NOUN
ajis02-62	5	12	of	of	ADP
ajis02-62	5	13	a	a	DET
ajis02-62	5	14	patch	patch	ADJ
ajis02-62	5	15	management	management	NOUN
ajis02-62	5	16	example	example	NOUN
ajis02-62	5	17	.	.	PUNCT
ajis02-62	6	1	introduction	introduction	NOUN
ajis02-62	6	2	today	today	NOUN
ajis02-62	6	3	,	,	PUNCT
ajis02-62	6	4	servers	server	NOUN
ajis02-62	6	5	host	host	NOUN
ajis02-62	6	6	mission	mission	NOUN
ajis02-62	6	7	critical	critical	ADJ
ajis02-62	6	8	applications	application	NOUN
ajis02-62	6	9	that	that	PRON
ajis02-62	6	10	are	be	AUX
ajis02-62	6	11	highly	highly	ADV
ajis02-62	6	12	reliable	reliable	ADJ
ajis02-62	6	13	and	and	CCONJ
ajis02-62	6	14	available	available	ADJ
ajis02-62	6	15	24	24	NUM
ajis02-62	6	16	hours	hour	NOUN
ajis02-62	6	17	a	a	DET
ajis02-62	6	18	day	day	NOUN
ajis02-62	6	19	,	,	PUNCT
ajis02-62	6	20	7	7	NUM
ajis02-62	6	21	days	day	NOUN
ajis02-62	6	22	a	a	DET
ajis02-62	6	23	week	week	NOUN
ajis02-62	6	24	(	(	PUNCT
ajis02-62	6	25	treese	treese	NOUN
ajis02-62	6	26	,	,	PUNCT
ajis02-62	6	27	2002	2002	NUM
ajis02-62	6	28	)	)	PUNCT
ajis02-62	6	29	.	.	PUNCT
ajis02-62	7	1	customers	customer	NOUN
ajis02-62	7	2	usually	usually	ADV
ajis02-62	7	3	establish	establish	VERB
ajis02-62	7	4	server	server	NOUN
ajis02-62	7	5	uptime	uptime	NOUN
ajis02-62	7	6	in	in	ADP
ajis02-62	7	7	a	a	DET
ajis02-62	7	8	service	service	NOUN
ajis02-62	7	9	level	level	NOUN
ajis02-62	7	10	agreement	agreement	NOUN
ajis02-62	7	11	(	(	PUNCT
ajis02-62	7	12	sla	sla	PROPN
ajis02-62	7	13	)	)	PUNCT
ajis02-62	7	14	.	.	PUNCT
ajis02-62	8	1	server	server	NOUN
ajis02-62	8	2	uptime	uptime	NOUN
ajis02-62	8	3	can	can	AUX
ajis02-62	8	4	vary	vary	VERB
ajis02-62	8	5	from	from	ADP
ajis02-62	8	6	99	99	NUM
ajis02-62	8	7	%	%	NOUN
ajis02-62	8	8	,	,	PUNCT
ajis02-62	8	9	for	for	ADP
ajis02-62	8	10	not	not	PART
ajis02-62	8	11	very	very	ADV
ajis02-62	8	12	critical	critical	ADJ
ajis02-62	8	13	systems	system	NOUN
ajis02-62	8	14	,	,	PUNCT
ajis02-62	8	15	to	to	ADP
ajis02-62	8	16	99.999	99.999	NUM
ajis02-62	8	17	%	%	NOUN
ajis02-62	8	18	for	for	ADP
ajis02-62	8	19	extremely	extremely	ADV
ajis02-62	8	20	critical	critical	ADJ
ajis02-62	8	21	systems	system	NOUN
ajis02-62	8	22	(	(	PUNCT
ajis02-62	8	23	forsythe	forsythe	PROPN
ajis02-62	8	24	,	,	PUNCT
ajis02-62	8	25	2005	2005	NUM
ajis02-62	8	26	)	)	PUNCT
ajis02-62	8	27	.	.	PUNCT
ajis02-62	9	1	an	an	DET
ajis02-62	9	2	sla	sla	PROPN
ajis02-62	9	3	specifying	specify	VERB
ajis02-62	9	4	a	a	DET
ajis02-62	9	5	server	server	NOUN
ajis02-62	9	6	to	to	PART
ajis02-62	9	7	be	be	AUX
ajis02-62	9	8	up	up	ADP
ajis02-62	9	9	99.999	99.999	NUM
ajis02-62	9	10	%	%	NOUN
ajis02-62	9	11	of	of	ADP
ajis02-62	9	12	the	the	DET
ajis02-62	9	13	time	time	NOUN
ajis02-62	9	14	equates	equate	VERB
ajis02-62	9	15	to	to	ADP
ajis02-62	9	16	5	5	NUM
ajis02-62	9	17	minutes	minute	NOUN
ajis02-62	9	18	of	of	ADP
ajis02-62	9	19	downtime	downtime	NOUN
ajis02-62	9	20	a	a	DET
ajis02-62	9	21	year	year	NOUN
ajis02-62	9	22	(	(	PUNCT
ajis02-62	9	23	treese	treese	NOUN
ajis02-62	9	24	,	,	PUNCT
ajis02-62	9	25	2002	2002	NUM
ajis02-62	9	26	)	)	PUNCT
ajis02-62	9	27	.	.	PUNCT
ajis02-62	10	1	it	it	PRON
ajis02-62	10	2	is	be	AUX
ajis02-62	10	3	very	very	ADV
ajis02-62	10	4	challenging	challenging	ADJ
ajis02-62	10	5	to	to	PART
ajis02-62	10	6	apply	apply	VERB
ajis02-62	10	7	patches	patch	NOUN
ajis02-62	10	8	to	to	ADP
ajis02-62	10	9	a	a	DET
ajis02-62	10	10	server	server	NOUN
ajis02-62	10	11	with	with	ADP
ajis02-62	10	12	this	this	DET
ajis02-62	10	13	type	type	NOUN
ajis02-62	10	14	of	of	ADP
ajis02-62	10	15	sla	sla	PROPN
ajis02-62	10	16	.	.	PUNCT
ajis02-62	11	1	in	in	ADP
ajis02-62	11	2	an	an	DET
ajis02-62	11	3	environment	environment	NOUN
ajis02-62	11	4	where	where	SCONJ
ajis02-62	11	5	patches	patch	NOUN
ajis02-62	11	6	get	get	AUX
ajis02-62	11	7	released	release	VERB
ajis02-62	11	8	weekly	weekly	ADV
ajis02-62	11	9	,	,	PUNCT
ajis02-62	11	10	how	how	SCONJ
ajis02-62	11	11	can	can	AUX
ajis02-62	11	12	we	we	PRON
ajis02-62	11	13	expect	expect	VERB
ajis02-62	11	14	to	to	PART
ajis02-62	11	15	analyze	analyze	VERB
ajis02-62	11	16	and	and	CCONJ
ajis02-62	11	17	test	test	VERB
ajis02-62	11	18	them	they	PRON
ajis02-62	11	19	thoroughly	thoroughly	ADV
ajis02-62	11	20	enough	enough	ADV
ajis02-62	11	21	so	so	SCONJ
ajis02-62	11	22	there	there	PRON
ajis02-62	11	23	is	be	VERB
ajis02-62	11	24	no	no	DET
ajis02-62	11	25	impact	impact	NOUN
ajis02-62	11	26	to	to	ADP
ajis02-62	11	27	production	production	NOUN
ajis02-62	11	28	?	?	PUNCT
ajis02-62	12	1	one	one	NUM
ajis02-62	12	2	solution	solution	NOUN
ajis02-62	12	3	is	be	AUX
ajis02-62	12	4	to	to	PART
ajis02-62	12	5	use	use	VERB
ajis02-62	12	6	a	a	DET
ajis02-62	12	7	hot	hot	ADJ
ajis02-62	12	8	standby	standby	NOUN
ajis02-62	12	9	for	for	ADP
ajis02-62	12	10	failover	failover	NOUN
ajis02-62	12	11	purposes	purpose	NOUN
ajis02-62	12	12	and	and	CCONJ
ajis02-62	12	13	to	to	PART
ajis02-62	12	14	apply	apply	VERB
ajis02-62	12	15	the	the	DET
ajis02-62	12	16	patches	patch	NOUN
ajis02-62	12	17	to	to	ADP
ajis02-62	12	18	.	.	PUNCT
ajis02-62	13	1	this	this	PRON
ajis02-62	13	2	is	be	AUX
ajis02-62	13	3	an	an	DET
ajis02-62	13	4	expensive	expensive	ADJ
ajis02-62	13	5	option	option	NOUN
ajis02-62	13	6	since	since	SCONJ
ajis02-62	13	7	the	the	DET
ajis02-62	13	8	server	server	NOUN
ajis02-62	13	9	sits	sit	VERB
ajis02-62	13	10	around	around	ADP
ajis02-62	13	11	waiting	wait	VERB
ajis02-62	13	12	to	to	PART
ajis02-62	13	13	be	be	AUX
ajis02-62	13	14	used	use	VERB
ajis02-62	13	15	(	(	PUNCT
ajis02-62	13	16	treese	treese	ADJ
ajis02-62	13	17	,	,	PUNCT
ajis02-62	13	18	2002	2002	NUM
ajis02-62	13	19	)	)	PUNCT
ajis02-62	13	20	.	.	PUNCT
ajis02-62	14	1	systems	system	NOUN
ajis02-62	14	2	engineers	engineer	NOUN
ajis02-62	14	3	and	and	CCONJ
ajis02-62	14	4	administrators	administrator	NOUN
ajis02-62	14	5	need	need	VERB
ajis02-62	14	6	a	a	DET
ajis02-62	14	7	tool	tool	NOUN
ajis02-62	14	8	that	that	PRON
ajis02-62	14	9	can	can	AUX
ajis02-62	14	10	help	help	VERB
ajis02-62	14	11	predict	predict	VERB
ajis02-62	14	12	the	the	DET
ajis02-62	14	13	outcome	outcome	NOUN
ajis02-62	14	14	of	of	ADP
ajis02-62	14	15	patch	patch	ADJ
ajis02-62	14	16	analysis	analysis	NOUN
ajis02-62	14	17	,	,	PUNCT
ajis02-62	14	18	testing	testing	NOUN
ajis02-62	14	19	and	and	CCONJ
ajis02-62	14	20	installation	installation	NOUN
ajis02-62	14	21	.	.	PUNCT
ajis02-62	15	1	with	with	ADP
ajis02-62	15	2	time	time	NOUN
ajis02-62	15	3	frames	frame	NOUN
ajis02-62	15	4	shrinking	shrink	VERB
ajis02-62	15	5	to	to	PART
ajis02-62	15	6	analyze	analyze	VERB
ajis02-62	15	7	,	,	PUNCT
ajis02-62	15	8	test	test	NOUN
ajis02-62	15	9	and	and	CCONJ
ajis02-62	15	10	install	install	NOUN
ajis02-62	15	11	patches	patch	NOUN
ajis02-62	15	12	,	,	PUNCT
ajis02-62	15	13	how	how	SCONJ
ajis02-62	15	14	much	much	ADJ
ajis02-62	15	15	time	time	NOUN
ajis02-62	15	16	should	should	AUX
ajis02-62	15	17	we	we	PRON
ajis02-62	15	18	spend	spend	VERB
ajis02-62	15	19	on	on	ADP
ajis02-62	15	20	each	each	DET
ajis02-62	15	21	activity	activity	NOUN
ajis02-62	15	22	?	?	PUNCT
ajis02-62	16	1	systems	system	NOUN
ajis02-62	16	2	administrators	administrator	NOUN
ajis02-62	16	3	are	be	AUX
ajis02-62	16	4	caught	catch	VERB
ajis02-62	16	5	between	between	ADP
ajis02-62	16	6	a	a	DET
ajis02-62	16	7	scylla	scylla	NOUN
ajis02-62	16	8	and	and	CCONJ
ajis02-62	16	9	charybdis	charybdis	PROPN
ajis02-62	16	10	,	,	PUNCT
ajis02-62	16	11	a	a	DET
ajis02-62	16	12	rock	rock	NOUN
ajis02-62	16	13	and	and	CCONJ
ajis02-62	16	14	a	a	DET
ajis02-62	16	15	hard	hard	ADJ
ajis02-62	16	16	spot	spot	NOUN
ajis02-62	16	17	,	,	PUNCT
ajis02-62	16	18	because	because	SCONJ
ajis02-62	16	19	management	management	NOUN
ajis02-62	16	20	wants	want	VERB
ajis02-62	16	21	it	it	PRON
ajis02-62	16	22	all	all	PRON
ajis02-62	16	23	,	,	PUNCT
ajis02-62	16	24	but	but	CCONJ
ajis02-62	16	25	with	with	ADP
ajis02-62	16	26	minimal	minimal	ADJ
ajis02-62	16	27	impact	impact	NOUN
ajis02-62	16	28	and	and	CCONJ
ajis02-62	16	29	cost	cost	NOUN
ajis02-62	16	30	.	.	PUNCT
ajis02-62	17	1	this	this	DET
ajis02-62	17	2	paper	paper	NOUN
ajis02-62	17	3	will	will	AUX
ajis02-62	17	4	interject	interject	VERB
ajis02-62	17	5	the	the	DET
ajis02-62	17	6	use	use	NOUN
ajis02-62	17	7	of	of	ADP
ajis02-62	17	8	conditional	conditional	ADJ
ajis02-62	17	9	probability	probability	NOUN
ajis02-62	17	10	theory	theory	NOUN
ajis02-62	17	11	,	,	PUNCT
ajis02-62	17	12	specifically	specifically	ADV
ajis02-62	17	13	bayes	bayes	PROPN
ajis02-62	17	14	’	'	PUNCT
ajis02-62	17	15	theorem	theorem	NOUN
ajis02-62	17	16	as	as	ADP
ajis02-62	17	17	a	a	DET
ajis02-62	17	18	tool	tool	NOUN
ajis02-62	17	19	to	to	PART
ajis02-62	17	20	help	help	VERB
ajis02-62	17	21	predict	predict	VERB
ajis02-62	17	22	the	the	DET
ajis02-62	17	23	outcome	outcome	NOUN
ajis02-62	17	24	of	of	ADP
ajis02-62	17	25	a	a	DET
ajis02-62	17	26	patch	patch	ADJ
ajis02-62	17	27	management	management	NOUN
ajis02-62	17	28	example	example	NOUN
ajis02-62	17	29	.	.	PUNCT
ajis02-62	18	1	conditional	conditional	ADJ
ajis02-62	18	2	probability	probability	NOUN
ajis02-62	18	3	allows	allow	VERB
ajis02-62	18	4	us	we	PRON
ajis02-62	18	5	to	to	PART
ajis02-62	18	6	specify	specify	VERB
ajis02-62	18	7	the	the	DET
ajis02-62	18	8	degree	degree	NOUN
ajis02-62	18	9	of	of	ADP
ajis02-62	18	10	belief	belief	NOUN
ajis02-62	18	11	in	in	ADP
ajis02-62	18	12	some	some	DET
ajis02-62	18	13	proposition	proposition	NOUN
ajis02-62	18	14	based	base	VERB
ajis02-62	18	15	on	on	ADP
ajis02-62	18	16	the	the	DET
ajis02-62	18	17	assumption	assumption	NOUN
ajis02-62	18	18	that	that	SCONJ
ajis02-62	18	19	some	some	DET
ajis02-62	18	20	other	other	ADJ
ajis02-62	18	21	propositions	proposition	NOUN
ajis02-62	18	22	are	be	AUX
ajis02-62	18	23	true	true	ADJ
ajis02-62	18	24	.	.	PUNCT
ajis02-62	19	1	this	this	DET
ajis02-62	19	2	paper	paper	NOUN
ajis02-62	19	3	takes	take	VERB
ajis02-62	19	4	a	a	DET
ajis02-62	19	5	top	top	NOUN
ajis02-62	19	6	down	down	ADP
ajis02-62	19	7	approach	approach	NOUN
ajis02-62	19	8	meaning	mean	VERB
ajis02-62	19	9	we	we	PRON
ajis02-62	19	10	look	look	VERB
ajis02-62	19	11	at	at	ADP
ajis02-62	19	12	the	the	DET
ajis02-62	19	13	probability	probability	NOUN
ajis02-62	19	14	an	an	DET
ajis02-62	19	15	event	event	NOUN
ajis02-62	19	16	will	will	AUX
ajis02-62	19	17	occur	occur	VERB
ajis02-62	19	18	given	give	VERB
ajis02-62	19	19	a	a	DET
ajis02-62	19	20	prior	prior	ADJ
ajis02-62	19	21	probability	probability	NOUN
ajis02-62	19	22	.	.	PUNCT
ajis02-62	20	1	bayes	bayes	PROPN
ajis02-62	20	2	theorem	theorem	VERB
ajis02-62	20	3	bayes	baye	NOUN
ajis02-62	20	4	’	'	PUNCT
ajis02-62	20	5	theorem	theorem	NOUN
ajis02-62	20	6	basically	basically	ADV
ajis02-62	20	7	involves	involve	VERB
ajis02-62	20	8	calculating	calculate	VERB
ajis02-62	20	9	a	a	DET
ajis02-62	20	10	new	new	ADJ
ajis02-62	20	11	event	event	NOUN
ajis02-62	20	12	on	on	ADP
ajis02-62	20	13	the	the	DET
ajis02-62	20	14	basis	basis	NOUN
ajis02-62	20	15	of	of	ADP
ajis02-62	20	16	earlier	early	ADJ
ajis02-62	20	17	estimates	estimate	NOUN
ajis02-62	20	18	which	which	PRON
ajis02-62	20	19	come	come	VERB
ajis02-62	20	20	from	from	ADP
ajis02-62	20	21	empirical	empirical	ADJ
ajis02-62	20	22	data	datum	NOUN
ajis02-62	20	23	(	(	PUNCT
ajis02-62	20	24	bayes	bayes	PROPN
ajis02-62	20	25	,	,	PUNCT
ajis02-62	20	26	2002	2002	NUM
ajis02-62	20	27	)	)	PUNCT
ajis02-62	20	28	.	.	PUNCT
ajis02-62	21	1	we	we	PRON
ajis02-62	21	2	can	can	AUX
ajis02-62	21	3	explain	explain	VERB
ajis02-62	21	4	bayes	baye	NOUN
ajis02-62	21	5	’	'	PUNCT
ajis02-62	21	6	theorem	theorem	VERB
ajis02-62	21	7	with	with	ADP
ajis02-62	21	8	the	the	DET
ajis02-62	21	9	following	follow	VERB
ajis02-62	21	10	equation	equation	NOUN
ajis02-62	21	11	:	:	PUNCT
ajis02-62	21	12	in	in	ADP
ajis02-62	21	13	a	a	DET
ajis02-62	21	14	key	key	ADJ
ajis02-62	21	15	feature	feature	NOUN
ajis02-62	21	16	of	of	ADP
ajis02-62	21	17	bayes	bayes	NOUN
ajis02-62	21	18	’	'	PUNCT
ajis02-62	21	19	theorem	theorem	VERB
ajis02-62	21	20	,	,	PUNCT
ajis02-62	21	21	we	we	PRON
ajis02-62	21	22	combine	combine	VERB
ajis02-62	21	23	our	our	PRON
ajis02-62	21	24	initial	initial	ADJ
ajis02-62	21	25	probability	probability	NOUN
ajis02-62	21	26	with	with	ADP
ajis02-62	21	27	new	new	ADJ
ajis02-62	21	28	sample	sample	NOUN
ajis02-62	21	29	data	datum	NOUN
ajis02-62	21	30	and	and	CCONJ
ajis02-62	21	31	calculate	calculate	VERB
ajis02-62	21	32	a	a	DET
ajis02-62	21	33	revised	revise	VERB
ajis02-62	21	34	probability	probability	NOUN
ajis02-62	21	35	distribution	distribution	NOUN
ajis02-62	21	36	.	.	PUNCT
ajis02-62	22	1	this	this	DET
ajis02-62	22	2	new	new	ADJ
ajis02-62	22	3	distribution	distribution	NOUN
ajis02-62	22	4	now	now	ADV
ajis02-62	22	5	becomes	become	VERB
ajis02-62	22	6	the	the	DET
ajis02-62	22	7	ajis	ajis	NOUN
ajis02-62	22	8	vol	vol	NOUN
ajis02-62	22	9	13	13	NUM
ajis02-62	22	10	,	,	PUNCT
ajis02-62	22	11	no	no	INTJ
ajis02-62	22	12	.	.	NOUN
ajis02-62	22	13	1	1	NUM
ajis02-62	22	14	september	september	PROPN
ajis02-62	22	15	2005	2005	NUM
ajis02-62	22	16	41	41	NUM
ajis02-62	22	17	prior	prior	ADJ
ajis02-62	22	18	probability	probability	NOUN
ajis02-62	22	19	for	for	ADP
ajis02-62	22	20	a	a	DET
ajis02-62	22	21	new	new	ADJ
ajis02-62	22	22	sample	sample	NOUN
ajis02-62	22	23	.	.	PUNCT
ajis02-62	23	1	the	the	DET
ajis02-62	23	2	intent	intent	NOUN
ajis02-62	23	3	is	be	AUX
ajis02-62	23	4	that	that	SCONJ
ajis02-62	23	5	we	we	PRON
ajis02-62	23	6	make	make	VERB
ajis02-62	23	7	better	well	ADJ
ajis02-62	23	8	decisions	decision	NOUN
ajis02-62	23	9	based	base	VERB
ajis02-62	23	10	on	on	ADP
ajis02-62	23	11	empirical	empirical	ADJ
ajis02-62	23	12	data	datum	NOUN
ajis02-62	23	13	.	.	PUNCT
ajis02-62	24	1	application	application	NOUN
ajis02-62	24	2	of	of	ADP
ajis02-62	24	3	bayes	bayes	PROPN
ajis02-62	24	4	theorem	theorem	VERB
ajis02-62	24	5	let	let	VERB
ajis02-62	24	6	’s	’s	NOUN
ajis02-62	24	7	look	look	VERB
ajis02-62	24	8	at	at	ADP
ajis02-62	24	9	an	an	DET
ajis02-62	24	10	example	example	NOUN
ajis02-62	24	11	.	.	PUNCT
ajis02-62	25	1	servers	server	NOUN
ajis02-62	25	2	crash	crash	VERB
ajis02-62	25	3	for	for	ADP
ajis02-62	25	4	a	a	DET
ajis02-62	25	5	multitude	multitude	NOUN
ajis02-62	25	6	of	of	ADP
ajis02-62	25	7	reasons	reason	NOUN
ajis02-62	25	8	.	.	PUNCT
ajis02-62	26	1	in	in	ADP
ajis02-62	26	2	our	our	PRON
ajis02-62	26	3	example	example	NOUN
ajis02-62	26	4	,	,	PUNCT
ajis02-62	26	5	experience	experience	NOUN
ajis02-62	26	6	has	have	AUX
ajis02-62	26	7	shown	show	VERB
ajis02-62	26	8	us	we	PRON
ajis02-62	26	9	that	that	SCONJ
ajis02-62	26	10	when	when	SCONJ
ajis02-62	26	11	a	a	DET
ajis02-62	26	12	server	server	NOUN
ajis02-62	26	13	does	do	AUX
ajis02-62	26	14	crash	crash	NOUN
ajis02-62	26	15	,	,	PUNCT
ajis02-62	26	16	it	it	PRON
ajis02-62	26	17	’s	’	VERB
ajis02-62	26	18	due	due	ADJ
ajis02-62	26	19	to	to	ADP
ajis02-62	26	20	system	system	NOUN
ajis02-62	26	21	administrator	administrator	NOUN
ajis02-62	26	22	error	error	NOUN
ajis02-62	26	23	twenty	twenty	NUM
ajis02-62	26	24	percent	percent	NOUN
ajis02-62	26	25	of	of	ADP
ajis02-62	26	26	the	the	DET
ajis02-62	26	27	time	time	NOUN
ajis02-62	26	28	and	and	CCONJ
ajis02-62	26	29	usually	usually	ADV
ajis02-62	26	30	can	can	AUX
ajis02-62	26	31	be	be	AUX
ajis02-62	26	32	tied	tie	VERB
ajis02-62	26	33	back	back	ADV
ajis02-62	26	34	to	to	ADP
ajis02-62	26	35	an	an	DET
ajis02-62	26	36	incomplete	incomplete	ADJ
ajis02-62	26	37	or	or	CCONJ
ajis02-62	26	38	untested	untested	ADJ
ajis02-62	26	39	patch	patch	NOUN
ajis02-62	26	40	bundle	bundle	NOUN
ajis02-62	26	41	.	.	PUNCT
ajis02-62	27	1	if	if	SCONJ
ajis02-62	27	2	a	a	DET
ajis02-62	27	3	patch	patch	NOUN
ajis02-62	27	4	bundle	bundle	NOUN
ajis02-62	27	5	is	be	AUX
ajis02-62	27	6	incomplete	incomplete	ADJ
ajis02-62	27	7	,	,	PUNCT
ajis02-62	27	8	there	there	PRON
ajis02-62	27	9	is	be	VERB
ajis02-62	27	10	a	a	DET
ajis02-62	27	11	five	five	NUM
ajis02-62	27	12	percent	percent	NOUN
ajis02-62	27	13	probability	probability	NOUN
ajis02-62	27	14	that	that	SCONJ
ajis02-62	27	15	it	it	PRON
ajis02-62	27	16	was	be	AUX
ajis02-62	27	17	due	due	ADJ
ajis02-62	27	18	to	to	ADP
ajis02-62	27	19	a	a	DET
ajis02-62	27	20	systems	system	NOUN
ajis02-62	27	21	administrator	administrator	NOUN
ajis02-62	27	22	not	not	PART
ajis02-62	27	23	installing	instal	VERB
ajis02-62	27	24	a	a	DET
ajis02-62	27	25	pre	pre	ADJ
ajis02-62	27	26	or	or	CCONJ
ajis02-62	27	27	post	post	VERB
ajis02-62	27	28	requirement	requirement	NOUN
ajis02-62	27	29	.	.	PUNCT
ajis02-62	28	1	on	on	ADP
ajis02-62	28	2	a	a	DET
ajis02-62	28	3	similar	similar	ADJ
ajis02-62	28	4	note	note	NOUN
ajis02-62	28	5	,	,	PUNCT
ajis02-62	28	6	if	if	SCONJ
ajis02-62	28	7	the	the	DET
ajis02-62	28	8	bundle	bundle	NOUN
ajis02-62	28	9	was	be	AUX
ajis02-62	28	10	incomplete	incomplete	ADJ
ajis02-62	28	11	,	,	PUNCT
ajis02-62	28	12	there	there	PRON
ajis02-62	28	13	is	be	VERB
ajis02-62	28	14	a	a	DET
ajis02-62	28	15	fifteen	fifteen	NUM
ajis02-62	28	16	percent	percent	NOUN
ajis02-62	28	17	probability	probability	NOUN
ajis02-62	28	18	that	that	SCONJ
ajis02-62	28	19	it	it	PRON
ajis02-62	28	20	was	be	AUX
ajis02-62	28	21	not	not	PART
ajis02-62	28	22	tested	test	VERB
ajis02-62	28	23	sufficiently	sufficiently	ADV
ajis02-62	28	24	enough	enough	ADV
ajis02-62	28	25	.	.	PUNCT
ajis02-62	29	1	what	what	PRON
ajis02-62	29	2	we	we	PRON
ajis02-62	29	3	need	need	VERB
ajis02-62	29	4	to	to	PART
ajis02-62	29	5	know	know	VERB
ajis02-62	29	6	is	be	AUX
ajis02-62	29	7	,	,	PUNCT
ajis02-62	29	8	what	what	PRON
ajis02-62	29	9	is	be	AUX
ajis02-62	29	10	the	the	DET
ajis02-62	29	11	probability	probability	NOUN
ajis02-62	29	12	that	that	SCONJ
ajis02-62	29	13	a	a	DET
ajis02-62	29	14	bundle	bundle	NOUN
ajis02-62	29	15	is	be	AUX
ajis02-62	29	16	complete	complete	ADJ
ajis02-62	29	17	and	and	CCONJ
ajis02-62	29	18	tested	test	VERB
ajis02-62	29	19	but	but	CCONJ
ajis02-62	29	20	caused	cause	VERB
ajis02-62	29	21	a	a	DET
ajis02-62	29	22	server	server	NOUN
ajis02-62	29	23	to	to	ADP
ajis02-62	29	24	crash	crash	NOUN
ajis02-62	29	25	?	?	PUNCT
ajis02-62	30	1	for	for	ADP
ajis02-62	30	2	illustrative	illustrative	ADJ
ajis02-62	30	3	purposes	purpose	NOUN
ajis02-62	30	4	we	we	PRON
ajis02-62	30	5	decided	decide	VERB
ajis02-62	30	6	that	that	SCONJ
ajis02-62	30	7	our	our	PRON
ajis02-62	30	8	server	server	NOUN
ajis02-62	30	9	has	have	AUX
ajis02-62	30	10	crashed	crash	VERB
ajis02-62	30	11	ten	ten	NUM
ajis02-62	30	12	times	time	NOUN
ajis02-62	30	13	during	during	ADP
ajis02-62	30	14	the	the	DET
ajis02-62	30	15	course	course	NOUN
ajis02-62	30	16	of	of	ADP
ajis02-62	30	17	a	a	DET
ajis02-62	30	18	year	year	NOUN
ajis02-62	30	19	and	and	CCONJ
ajis02-62	30	20	that	that	SCONJ
ajis02-62	30	21	we	we	PRON
ajis02-62	30	22	spent	spend	VERB
ajis02-62	30	23	fifty	fifty	NUM
ajis02-62	30	24	hours	hour	NOUN
ajis02-62	30	25	on	on	ADP
ajis02-62	30	26	patch	patch	ADJ
ajis02-62	30	27	evaluation	evaluation	NOUN
ajis02-62	30	28	and	and	CCONJ
ajis02-62	30	29	analysis	analysis	NOUN
ajis02-62	30	30	.	.	PUNCT
ajis02-62	31	1	figure	figure	NOUN
ajis02-62	31	2	1	1	NUM
ajis02-62	31	3	uses	use	VERB
ajis02-62	31	4	the	the	DET
ajis02-62	31	5	bayesapplet	bayesapplet	NOUN
ajis02-62	31	6	(	(	PUNCT
ajis02-62	31	7	yudkowsky	yudkowsky	ADV
ajis02-62	31	8	,	,	PUNCT
ajis02-62	31	9	rovner	rovner	NOUN
ajis02-62	31	10	,	,	PUNCT
ajis02-62	31	11	2004	2004	NUM
ajis02-62	31	12	)	)	PUNCT
ajis02-62	31	13	to	to	PART
ajis02-62	31	14	calculate	calculate	VERB
ajis02-62	31	15	the	the	DET
ajis02-62	31	16	posterior	posterior	ADJ
ajis02-62	31	17	probability	probability	NOUN
ajis02-62	31	18	.	.	PUNCT
ajis02-62	32	1	let	let	VERB
ajis02-62	32	2	p(a	p(a	NOUN
ajis02-62	32	3	)	)	PUNCT
ajis02-62	32	4	our	our	PRON
ajis02-62	32	5	prior	prior	ADJ
ajis02-62	32	6	probability	probability	NOUN
ajis02-62	33	1	=	=	PUNCT
ajis02-62	33	2	the	the	DET
ajis02-62	33	3	percent	percent	NOUN
ajis02-62	33	4	time	time	NOUN
ajis02-62	33	5	that	that	SCONJ
ajis02-62	33	6	a	a	DET
ajis02-62	33	7	server	server	NOUN
ajis02-62	33	8	crashes	crash	NOUN
ajis02-62	33	9	due	due	ADJ
ajis02-62	33	10	to	to	ADP
ajis02-62	33	11	administrator	administrator	NOUN
ajis02-62	33	12	error	error	NOUN
ajis02-62	33	13	,	,	PUNCT
ajis02-62	33	14	.20	.20	NUM
ajis02-62	33	15	%	%	NOUN
ajis02-62	33	16	.	.	PUNCT
ajis02-62	34	1	let	let	VERB
ajis02-62	34	2	p(x|a	p(x|a	NUM
ajis02-62	34	3	)	)	PUNCT
ajis02-62	34	4	,	,	PUNCT
ajis02-62	34	5	our	our	PRON
ajis02-62	34	6	first	first	ADJ
ajis02-62	34	7	conditional	conditional	ADJ
ajis02-62	34	8	probability	probability	NOUN
ajis02-62	34	9	,	,	PUNCT
ajis02-62	34	10	=	=	PUNCT
ajis02-62	34	11	the	the	DET
ajis02-62	34	12	percent	percent	NOUN
ajis02-62	34	13	of	of	ADP
ajis02-62	34	14	the	the	DET
ajis02-62	34	15	time	time	NOUN
ajis02-62	34	16	a	a	DET
ajis02-62	34	17	patch	patch	NOUN
ajis02-62	34	18	bundle	bundle	NOUN
ajis02-62	34	19	is	be	AUX
ajis02-62	34	20	incomplete	incomplete	ADJ
ajis02-62	34	21	,	,	PUNCT
ajis02-62	34	22	.05	.05	NUM
ajis02-62	34	23	%	%	NOUN
ajis02-62	34	24	.	.	PUNCT
ajis02-62	35	1	let	let	VERB
ajis02-62	35	2	p(x	p(x	VERB
ajis02-62	35	3	~	~	X
ajis02-62	35	4	a	a	PRON
ajis02-62	35	5	)	)	PUNCT
ajis02-62	35	6	,	,	PUNCT
ajis02-62	35	7	our	our	PRON
ajis02-62	35	8	second	second	ADJ
ajis02-62	35	9	conditional	conditional	ADJ
ajis02-62	35	10	probability	probability	NOUN
ajis02-62	35	11	,	,	PUNCT
ajis02-62	35	12	=	=	PUNCT
ajis02-62	35	13	the	the	DET
ajis02-62	35	14	patch	patch	NOUN
ajis02-62	35	15	bundle	bundle	NOUN
ajis02-62	35	16	was	be	AUX
ajis02-62	35	17	not	not	PART
ajis02-62	35	18	tested	test	VERB
ajis02-62	35	19	sufficiently	sufficiently	ADV
ajis02-62	35	20	,	,	PUNCT
ajis02-62	35	21	.15	.15	NUM
ajis02-62	35	22	%	%	NOUN
ajis02-62	35	23	.	.	PUNCT
ajis02-62	36	1	using	use	VERB
ajis02-62	36	2	bayes	baye	NOUN
ajis02-62	36	3	’	'	PUNCT
ajis02-62	36	4	theorem	theorem	VERB
ajis02-62	36	5	,	,	PUNCT
ajis02-62	36	6	our	our	PRON
ajis02-62	36	7	equation	equation	NOUN
ajis02-62	36	8	is	be	AUX
ajis02-62	36	9	given	give	VERB
ajis02-62	36	10	by	by	ADP
ajis02-62	36	11	in	in	ADP
ajis02-62	36	12	so	so	SCONJ
ajis02-62	36	13	that	that	SCONJ
ajis02-62	36	14	p	p	X
ajis02-62	36	15	(	(	PUNCT
ajis02-62	36	16	a|x	a|x	NOUN
ajis02-62	36	17	)	)	PUNCT
ajis02-62	36	18	is	be	AUX
ajis02-62	36	19	the	the	DET
ajis02-62	36	20	posterior	posterior	ADJ
ajis02-62	36	21	probability	probability	NOUN
ajis02-62	36	22	of	of	ADP
ajis02-62	36	23	event	event	NOUN
ajis02-62	36	24	x	x	PUNCT
ajis02-62	36	25	given	give	VERB
ajis02-62	36	26	that	that	SCONJ
ajis02-62	36	27	a	a	PRON
ajis02-62	36	28	is	be	AUX
ajis02-62	36	29	known	know	VERB
ajis02-62	36	30	is	be	AUX
ajis02-62	36	31	equal	equal	ADJ
ajis02-62	36	32	to	to	ADP
ajis02-62	36	33	the	the	DET
ajis02-62	36	34	prior	prior	ADJ
ajis02-62	36	35	probability	probability	NOUN
ajis02-62	36	36	of	of	ADP
ajis02-62	36	37	x	x	PUNCT
ajis02-62	36	38	given	give	VERB
ajis02-62	36	39	a	a	DET
ajis02-62	36	40	(	(	PUNCT
ajis02-62	36	41	.05	.05	NUM
ajis02-62	36	42	)	)	PUNCT
ajis02-62	36	43	,	,	PUNCT
ajis02-62	36	44	multiplied	multiply	VERB
ajis02-62	36	45	by	by	ADP
ajis02-62	36	46	the	the	DET
ajis02-62	36	47	probability	probability	NOUN
ajis02-62	36	48	of	of	ADP
ajis02-62	36	49	a	a	DET
ajis02-62	36	50	(	(	PUNCT
ajis02-62	36	51	.2	.2	NUM
ajis02-62	36	52	)	)	PUNCT
ajis02-62	36	53	divided	divide	VERB
ajis02-62	36	54	by	by	ADP
ajis02-62	36	55	the	the	DET
ajis02-62	36	56	probability	probability	NOUN
ajis02-62	36	57	of	of	ADP
ajis02-62	36	58	x	x	PUNCT
ajis02-62	36	59	given	give	VERB
ajis02-62	36	60	a	a	DET
ajis02-62	36	61	(	(	PUNCT
ajis02-62	36	62	.05	.05	NUM
ajis02-62	36	63	)	)	PUNCT
ajis02-62	36	64	multiplied	multiply	VERB
ajis02-62	36	65	by	by	ADP
ajis02-62	36	66	the	the	DET
ajis02-62	36	67	probability	probability	NOUN
ajis02-62	36	68	of	of	ADP
ajis02-62	36	69	a	a	DET
ajis02-62	36	70	(	(	PUNCT
ajis02-62	36	71	.2	.2	NUM
ajis02-62	36	72	)	)	PUNCT
ajis02-62	36	73	plus	plus	CCONJ
ajis02-62	36	74	the	the	DET
ajis02-62	36	75	probability	probability	NOUN
ajis02-62	36	76	of	of	ADP
ajis02-62	36	77	x	x	PUNCT
ajis02-62	36	78	given	give	VERB
ajis02-62	36	79	(	(	PUNCT
ajis02-62	36	80	not	not	PART
ajis02-62	36	81	)	)	PUNCT
ajis02-62	36	82	a	a	DET
ajis02-62	36	83	(	(	PUNCT
ajis02-62	36	84	.15	.15	NUM
ajis02-62	36	85	)	)	PUNCT
ajis02-62	36	86	multiplied	multiply	VERB
ajis02-62	36	87	by	by	ADP
ajis02-62	36	88	the	the	DET
ajis02-62	36	89	probability	probability	NOUN
ajis02-62	36	90	of	of	ADP
ajis02-62	36	91	(	(	PUNCT
ajis02-62	36	92	not	not	PART
ajis02-62	36	93	)	)	PUNCT
ajis02-62	36	94	a	a	DET
ajis02-62	36	95	(	(	PUNCT
ajis02-62	36	96	.8	.8	NUM
ajis02-62	36	97	)	)	PUNCT
ajis02-62	36	98	.	.	PUNCT
ajis02-62	37	1	a	a	PRON
ajis02-62	37	2	&	&	CCONJ
ajis02-62	37	3	x	x	X
ajis02-62	37	4	–	–	PUNCT
ajis02-62	37	5	complete	complete	ADJ
ajis02-62	37	6	(	(	PUNCT
ajis02-62	37	7	analyzed	analyze	VERB
ajis02-62	37	8	)	)	PUNCT
ajis02-62	37	9	and	and	CCONJ
ajis02-62	37	10	tested	test	VERB
ajis02-62	37	11	a	a	PRON
ajis02-62	37	12	&	&	CCONJ
ajis02-62	37	13	~x	~x	NUM
ajis02-62	37	14	–	–	PUNCT
ajis02-62	37	15	complete	complete	ADJ
ajis02-62	37	16	(	(	PUNCT
ajis02-62	37	17	analyzed	analyze	VERB
ajis02-62	37	18	)	)	PUNCT
ajis02-62	37	19	and	and	CCONJ
ajis02-62	37	20	not	not	PART
ajis02-62	37	21	tested	test	VERB
ajis02-62	37	22	~a	~a	PUNCT
ajis02-62	37	23	&	&	CCONJ
ajis02-62	37	24	x	x	X
ajis02-62	37	25	–	–	PUNCT
ajis02-62	37	26	not	not	PART
ajis02-62	37	27	complete	complete	ADJ
ajis02-62	37	28	and	and	CCONJ
ajis02-62	37	29	tested	test	VERB
ajis02-62	37	30	~a	~a	PUNCT
ajis02-62	37	31	&	&	CCONJ
ajis02-62	37	32	~x	~x	NUM
ajis02-62	37	33	–	–	PUNCT
ajis02-62	37	34	not	not	PART
ajis02-62	37	35	complete	complete	ADJ
ajis02-62	37	36	and	and	CCONJ
ajis02-62	37	37	not	not	PART
ajis02-62	37	38	tested	test	VERB
ajis02-62	37	39	ajis	ajis	ADV
ajis02-62	37	40	vol	vol	NOUN
ajis02-62	37	41	13	13	NUM
ajis02-62	37	42	,	,	PUNCT
ajis02-62	37	43	no	no	INTJ
ajis02-62	37	44	.	.	NOUN
ajis02-62	37	45	1	1	NUM
ajis02-62	37	46	september	september	PROPN
ajis02-62	37	47	2005	2005	NUM
ajis02-62	37	48	42	42	NUM
ajis02-62	37	49	figure	figure	NOUN
ajis02-62	37	50	1	1	NUM
ajis02-62	37	51	what	what	PRON
ajis02-62	37	52	we	we	PRON
ajis02-62	37	53	can	can	AUX
ajis02-62	37	54	conclude	conclude	VERB
ajis02-62	37	55	from	from	ADP
ajis02-62	37	56	figure	figure	NOUN
ajis02-62	37	57	1	1	NUM
ajis02-62	37	58	is	be	AUX
ajis02-62	37	59	that	that	SCONJ
ajis02-62	37	60	with	with	ADP
ajis02-62	37	61	prior	prior	ADJ
ajis02-62	37	62	and	and	CCONJ
ajis02-62	37	63	conditional	conditional	ADJ
ajis02-62	37	64	probabilities	probability	NOUN
ajis02-62	37	65	as	as	SCONJ
ajis02-62	37	66	defined	define	VERB
ajis02-62	37	67	in	in	ADP
ajis02-62	37	68	our	our	PRON
ajis02-62	37	69	example	example	NOUN
ajis02-62	37	70	,	,	PUNCT
ajis02-62	37	71	our	our	PRON
ajis02-62	37	72	posterior	posterior	ADJ
ajis02-62	37	73	probability	probability	NOUN
ajis02-62	37	74	calculates	calculate	VERB
ajis02-62	37	75	to	to	PART
ajis02-62	37	76	be	be	AUX
ajis02-62	37	77	7.7	7.7	NUM
ajis02-62	37	78	%	%	NOUN
ajis02-62	37	79	.	.	PUNCT
ajis02-62	38	1	we	we	PRON
ajis02-62	38	2	interpret	interpret	VERB
ajis02-62	38	3	this	this	PRON
ajis02-62	38	4	as	as	ADP
ajis02-62	38	5	meaning	mean	VERB
ajis02-62	38	6	that	that	SCONJ
ajis02-62	38	7	although	although	SCONJ
ajis02-62	38	8	a	a	DET
ajis02-62	38	9	patch	patch	NOUN
ajis02-62	38	10	bundle	bundle	NOUN
ajis02-62	38	11	was	be	AUX
ajis02-62	38	12	complete	complete	ADJ
ajis02-62	38	13	(	(	PUNCT
ajis02-62	38	14	analyzed	analyze	VERB
ajis02-62	38	15	)	)	PUNCT
ajis02-62	38	16	and	and	CCONJ
ajis02-62	38	17	tested	test	VERB
ajis02-62	38	18	by	by	ADP
ajis02-62	38	19	a	a	DET
ajis02-62	38	20	systems	system	NOUN
ajis02-62	38	21	administrator	administrator	NOUN
ajis02-62	38	22	that	that	SCONJ
ajis02-62	38	23	there	there	PRON
ajis02-62	38	24	is	be	VERB
ajis02-62	38	25	still	still	ADV
ajis02-62	38	26	almost	almost	ADV
ajis02-62	38	27	an	an	DET
ajis02-62	38	28	eight	eight	NUM
ajis02-62	38	29	percent	percent	NOUN
ajis02-62	38	30	chance	chance	NOUN
ajis02-62	38	31	that	that	SCONJ
ajis02-62	38	32	a	a	DET
ajis02-62	38	33	server	server	NOUN
ajis02-62	38	34	could	could	AUX
ajis02-62	38	35	crash	crash	VERB
ajis02-62	38	36	.	.	PUNCT
ajis02-62	39	1	in	in	ADP
ajis02-62	39	2	our	our	PRON
ajis02-62	39	3	example	example	NOUN
ajis02-62	39	4	,	,	PUNCT
ajis02-62	39	5	it	it	PRON
ajis02-62	39	6	shows	show	VERB
ajis02-62	39	7	up	up	ADP
ajis02-62	39	8	as	as	ADP
ajis02-62	39	9	zero	zero	NUM
ajis02-62	39	10	because	because	SCONJ
ajis02-62	39	11	of	of	ADP
ajis02-62	39	12	rounding	round	VERB
ajis02-62	39	13	(	(	PUNCT
ajis02-62	39	14	a	a	PRON
ajis02-62	39	15	&	&	CCONJ
ajis02-62	39	16	x	x	NOUN
ajis02-62	39	17	)	)	PUNCT
ajis02-62	39	18	.	.	PUNCT
ajis02-62	40	1	in	in	ADP
ajis02-62	40	2	figure	figure	NOUN
ajis02-62	40	3	2	2	NUM
ajis02-62	40	4	,	,	PUNCT
ajis02-62	40	5	we	we	PRON
ajis02-62	40	6	are	be	AUX
ajis02-62	40	7	trying	try	VERB
ajis02-62	40	8	to	to	PART
ajis02-62	40	9	show	show	VERB
ajis02-62	40	10	what	what	PRON
ajis02-62	40	11	the	the	DET
ajis02-62	40	12	posterior	posterior	ADJ
ajis02-62	40	13	probability	probability	NOUN
ajis02-62	40	14	would	would	AUX
ajis02-62	40	15	be	be	AUX
ajis02-62	40	16	if	if	SCONJ
ajis02-62	40	17	a	a	DET
ajis02-62	40	18	patch	patch	NOUN
ajis02-62	40	19	bundle	bundle	NOUN
ajis02-62	40	20	was	be	AUX
ajis02-62	40	21	complete	complete	ADJ
ajis02-62	40	22	but	but	CCONJ
ajis02-62	40	23	not	not	PART
ajis02-62	40	24	tested	test	VERB
ajis02-62	40	25	.	.	PUNCT
ajis02-62	41	1	figure	figure	VERB
ajis02-62	41	2	2	2	NUM
ajis02-62	41	3	again	again	ADV
ajis02-62	41	4	using	use	VERB
ajis02-62	41	5	the	the	DET
ajis02-62	41	6	bayesapplet	bayesapplet	NOUN
ajis02-62	41	7	,	,	PUNCT
ajis02-62	41	8	we	we	PRON
ajis02-62	41	9	calculate	calculate	VERB
ajis02-62	41	10	the	the	DET
ajis02-62	41	11	posterior	posterior	ADJ
ajis02-62	41	12	probability	probability	NOUN
ajis02-62	41	13	to	to	PART
ajis02-62	41	14	be	be	AUX
ajis02-62	41	15	21.8	21.8	NUM
ajis02-62	41	16	%	%	NOUN
ajis02-62	41	17	.	.	PUNCT
ajis02-62	42	1	this	this	PRON
ajis02-62	42	2	tells	tell	VERB
ajis02-62	42	3	us	we	PRON
ajis02-62	42	4	that	that	SCONJ
ajis02-62	42	5	if	if	SCONJ
ajis02-62	42	6	a	a	DET
ajis02-62	42	7	patch	patch	NOUN
ajis02-62	42	8	bundle	bundle	NOUN
ajis02-62	42	9	is	be	AUX
ajis02-62	42	10	complete	complete	ADJ
ajis02-62	42	11	but	but	CCONJ
ajis02-62	42	12	not	not	PART
ajis02-62	42	13	tested	test	VERB
ajis02-62	42	14	,	,	PUNCT
ajis02-62	42	15	there	there	PRON
ajis02-62	42	16	is	be	VERB
ajis02-62	42	17	a	a	DET
ajis02-62	42	18	twenty	twenty	NUM
ajis02-62	42	19	-	-	PUNCT
ajis02-62	42	20	two	two	NUM
ajis02-62	42	21	percent	percent	NOUN
ajis02-62	42	22	chance	chance	NOUN
ajis02-62	42	23	that	that	SCONJ
ajis02-62	42	24	it	it	PRON
ajis02-62	42	25	will	will	AUX
ajis02-62	42	26	cause	cause	VERB
ajis02-62	42	27	the	the	DET
ajis02-62	42	28	server	server	NOUN
ajis02-62	42	29	to	to	AUX
ajis02-62	42	30	crash	crash	NOUN
ajis02-62	42	31	.	.	PUNCT
ajis02-62	43	1	the	the	DET
ajis02-62	43	2	applet	applet	NOUN
ajis02-62	43	3	rounds	round	VERB
ajis02-62	43	4	the	the	DET
ajis02-62	43	5	probability	probability	NOUN
ajis02-62	43	6	to	to	ADP
ajis02-62	43	7	twenty	twenty	NUM
ajis02-62	43	8	percent	percent	NOUN
ajis02-62	43	9	(	(	PUNCT
ajis02-62	43	10	a	a	PRON
ajis02-62	43	11	&	&	CCONJ
ajis02-62	43	12	~x	~x	NUM
ajis02-62	43	13	)	)	PUNCT
ajis02-62	43	14	.	.	PUNCT
ajis02-62	44	1	in	in	ADP
ajis02-62	44	2	analyzing	analyze	VERB
ajis02-62	44	3	both	both	DET
ajis02-62	44	4	examples	example	NOUN
ajis02-62	44	5	,	,	PUNCT
ajis02-62	44	6	we	we	PRON
ajis02-62	44	7	would	would	AUX
ajis02-62	44	8	be	be	AUX
ajis02-62	44	9	better	well	ADJ
ajis02-62	44	10	off	off	ADP
ajis02-62	44	11	spending	spend	VERB
ajis02-62	44	12	less	less	ADJ
ajis02-62	44	13	time	time	NOUN
ajis02-62	44	14	evaluating	evaluating	NOUN
ajis02-62	44	15	and	and	CCONJ
ajis02-62	44	16	more	more	ADJ
ajis02-62	44	17	time	time	NOUN
ajis02-62	44	18	on	on	ADP
ajis02-62	44	19	testing	testing	NOUN
ajis02-62	44	20	(	(	PUNCT
ajis02-62	44	21	~a	~a	NUM
ajis02-62	44	22	&	&	CCONJ
ajis02-62	44	23	x	x	NOUN
ajis02-62	44	24	)	)	PUNCT
ajis02-62	44	25	.10	.10	NUM
ajis02-62	44	26	.	.	PUNCT
ajis02-62	45	1	now	now	ADV
ajis02-62	45	2	that	that	SCONJ
ajis02-62	45	3	we	we	PRON
ajis02-62	45	4	have	have	VERB
ajis02-62	45	5	both	both	DET
ajis02-62	45	6	posterior	posterior	ADJ
ajis02-62	45	7	probabilities	probability	NOUN
ajis02-62	45	8	,	,	PUNCT
ajis02-62	45	9	the	the	DET
ajis02-62	45	10	next	next	ADJ
ajis02-62	45	11	time	time	NOUN
ajis02-62	45	12	we	we	PRON
ajis02-62	45	13	run	run	VERB
ajis02-62	45	14	the	the	DET
ajis02-62	45	15	model	model	NOUN
ajis02-62	45	16	,	,	PUNCT
ajis02-62	45	17	we	we	PRON
ajis02-62	45	18	must	must	AUX
ajis02-62	45	19	update	update	VERB
ajis02-62	45	20	our	our	PRON
ajis02-62	45	21	prior	prior	ADJ
ajis02-62	45	22	probabilities	probability	NOUN
ajis02-62	45	23	with	with	ADP
ajis02-62	45	24	our	our	PRON
ajis02-62	45	25	posterior	posterior	ADJ
ajis02-62	45	26	probabilities	probability	NOUN
ajis02-62	45	27	because	because	SCONJ
ajis02-62	45	28	the	the	DET
ajis02-62	45	29	prior	prior	ADJ
ajis02-62	45	30	probability	probability	NOUN
ajis02-62	45	31	was	be	AUX
ajis02-62	45	32	our	our	PRON
ajis02-62	45	33	initial	initial	ADJ
ajis02-62	45	34	belief	belief	NOUN
ajis02-62	45	35	.	.	PUNCT
ajis02-62	46	1	we	we	PRON
ajis02-62	46	2	added	add	VERB
ajis02-62	46	3	new	new	ADJ
ajis02-62	46	4	evidence	evidence	NOUN
ajis02-62	46	5	,	,	PUNCT
ajis02-62	46	6	conditional	conditional	ADJ
ajis02-62	46	7	probabilities	probability	NOUN
ajis02-62	46	8	,	,	PUNCT
ajis02-62	46	9	and	and	CCONJ
ajis02-62	46	10	now	now	ADV
ajis02-62	46	11	we	we	PRON
ajis02-62	46	12	have	have	VERB
ajis02-62	46	13	a	a	DET
ajis02-62	46	14	final	final	ADJ
ajis02-62	46	15	belief	belief	NOUN
ajis02-62	46	16	.	.	PUNCT
ajis02-62	47	1	ajis	ajis	ADV
ajis02-62	47	2	vol	vol	VERB
ajis02-62	47	3	13	13	NUM
ajis02-62	47	4	,	,	PUNCT
ajis02-62	47	5	no	no	INTJ
ajis02-62	47	6	.	.	NOUN
ajis02-62	47	7	1	1	NUM
ajis02-62	47	8	september	september	PROPN
ajis02-62	47	9	2005	2005	NUM
ajis02-62	47	10	43	43	NUM
ajis02-62	47	11	both	both	PRON
ajis02-62	47	12	of	of	ADP
ajis02-62	47	13	these	these	DET
ajis02-62	47	14	examples	example	NOUN
ajis02-62	47	15	can	can	AUX
ajis02-62	47	16	be	be	AUX
ajis02-62	47	17	expanded	expand	VERB
ajis02-62	47	18	to	to	PART
ajis02-62	47	19	see	see	VERB
ajis02-62	47	20	if	if	SCONJ
ajis02-62	47	21	there	there	PRON
ajis02-62	47	22	is	be	VERB
ajis02-62	47	23	any	any	DET
ajis02-62	47	24	benefit	benefit	NOUN
ajis02-62	47	25	to	to	ADP
ajis02-62	47	26	increasing	increase	VERB
ajis02-62	47	27	the	the	DET
ajis02-62	47	28	time	time	NOUN
ajis02-62	47	29	we	we	PRON
ajis02-62	47	30	spend	spend	VERB
ajis02-62	47	31	evaluating	evaluate	VERB
ajis02-62	47	32	and	and	CCONJ
ajis02-62	47	33	analyzing	analyze	VERB
ajis02-62	47	34	versus	versus	ADP
ajis02-62	47	35	testing	testing	NOUN
ajis02-62	47	36	and	and	CCONJ
ajis02-62	47	37	implementing	implement	VERB
ajis02-62	47	38	.	.	PUNCT
ajis02-62	48	1	lets	lets	AUX
ajis02-62	48	2	say	say	VERB
ajis02-62	48	3	,	,	PUNCT
ajis02-62	48	4	using	use	VERB
ajis02-62	48	5	the	the	DET
ajis02-62	48	6	above	above	NOUN
ajis02-62	48	7	as	as	ADP
ajis02-62	48	8	an	an	DET
ajis02-62	48	9	example	example	NOUN
ajis02-62	48	10	,	,	PUNCT
ajis02-62	48	11	that	that	SCONJ
ajis02-62	48	12	with	with	ADP
ajis02-62	48	13	fifty	fifty	NUM
ajis02-62	48	14	hours	hour	NOUN
ajis02-62	48	15	of	of	ADP
ajis02-62	48	16	evaluating	evaluate	VERB
ajis02-62	48	17	and	and	CCONJ
ajis02-62	48	18	analyzing	analyze	VERB
ajis02-62	48	19	we	we	PRON
ajis02-62	48	20	end	end	VERB
ajis02-62	48	21	up	up	ADP
ajis02-62	48	22	with	with	ADP
ajis02-62	48	23	a	a	DET
ajis02-62	48	24	posterior	posterior	ADJ
ajis02-62	48	25	probability	probability	NOUN
ajis02-62	48	26	of	of	ADP
ajis02-62	48	27	7.7	7.7	NUM
ajis02-62	48	28	%	%	NOUN
ajis02-62	48	29	as	as	ADP
ajis02-62	48	30	in	in	ADP
ajis02-62	48	31	figure	figure	NOUN
ajis02-62	48	32	1	1	NUM
ajis02-62	48	33	.	.	PUNCT
ajis02-62	49	1	we	we	PRON
ajis02-62	49	2	decide	decide	VERB
ajis02-62	49	3	to	to	PART
ajis02-62	49	4	increase	increase	VERB
ajis02-62	49	5	our	our	PRON
ajis02-62	49	6	evaluation	evaluation	NOUN
ajis02-62	49	7	and	and	CCONJ
ajis02-62	49	8	analysis	analysis	NOUN
ajis02-62	49	9	time	time	NOUN
ajis02-62	49	10	to	to	ADP
ajis02-62	49	11	one	one	NUM
ajis02-62	49	12	-	-	PUNCT
ajis02-62	49	13	hundred	hundred	NUM
ajis02-62	49	14	hours	hour	NOUN
ajis02-62	49	15	and	and	CCONJ
ajis02-62	49	16	only	only	ADV
ajis02-62	49	17	reduce	reduce	VERB
ajis02-62	49	18	the	the	DET
ajis02-62	49	19	probability	probability	NOUN
ajis02-62	49	20	to	to	ADP
ajis02-62	49	21	6.7	6.7	NUM
ajis02-62	49	22	%	%	NOUN
ajis02-62	49	23	.	.	PUNCT
ajis02-62	50	1	would	would	AUX
ajis02-62	50	2	it	it	PRON
ajis02-62	50	3	be	be	AUX
ajis02-62	50	4	worth	worth	ADJ
ajis02-62	50	5	the	the	DET
ajis02-62	50	6	additional	additional	ADJ
ajis02-62	50	7	time	time	NOUN
ajis02-62	50	8	to	to	PART
ajis02-62	50	9	decrease	decrease	VERB
ajis02-62	50	10	the	the	DET
ajis02-62	50	11	posterior	posterior	ADJ
ajis02-62	50	12	probability	probability	NOUN
ajis02-62	50	13	by	by	ADP
ajis02-62	50	14	one	one	NUM
ajis02-62	50	15	percent	percent	NOUN
ajis02-62	50	16	?	?	PUNCT
ajis02-62	51	1	probably	probably	ADV
ajis02-62	51	2	not	not	PART
ajis02-62	51	3	since	since	SCONJ
ajis02-62	51	4	a	a	DET
ajis02-62	51	5	two	two	NUM
ajis02-62	51	6	fold	fold	ADJ
ajis02-62	51	7	increase	increase	NOUN
ajis02-62	51	8	in	in	ADP
ajis02-62	51	9	hours	hour	NOUN
ajis02-62	51	10	only	only	ADV
ajis02-62	51	11	yields	yield	VERB
ajis02-62	51	12	a	a	DET
ajis02-62	51	13	one	one	NUM
ajis02-62	51	14	percent	percent	NOUN
ajis02-62	51	15	decrease	decrease	NOUN
ajis02-62	51	16	in	in	ADP
ajis02-62	51	17	the	the	DET
ajis02-62	51	18	probability	probability	NOUN
ajis02-62	51	19	that	that	SCONJ
ajis02-62	51	20	a	a	DET
ajis02-62	51	21	server	server	NOUN
ajis02-62	51	22	might	might	AUX
ajis02-62	51	23	crash	crash	VERB
ajis02-62	51	24	.	.	PUNCT
ajis02-62	52	1	conclusion	conclusion	NOUN
ajis02-62	52	2	we	we	PRON
ajis02-62	52	3	can	can	AUX
ajis02-62	52	4	conclude	conclude	VERB
ajis02-62	52	5	that	that	SCONJ
ajis02-62	52	6	patching	patch	VERB
ajis02-62	52	7	servers	server	NOUN
ajis02-62	52	8	is	be	AUX
ajis02-62	52	9	a	a	DET
ajis02-62	52	10	risk	risk	NOUN
ajis02-62	52	11	intense	intense	ADJ
ajis02-62	52	12	activity	activity	NOUN
ajis02-62	52	13	.	.	PUNCT
ajis02-62	53	1	systems	system	NOUN
ajis02-62	53	2	administrators	administrator	NOUN
ajis02-62	53	3	do	do	AUX
ajis02-62	53	4	not	not	PART
ajis02-62	53	5	have	have	VERB
ajis02-62	53	6	a	a	DET
ajis02-62	53	7	cadre	cadre	NOUN
ajis02-62	53	8	of	of	ADP
ajis02-62	53	9	tools	tool	NOUN
ajis02-62	53	10	to	to	PART
ajis02-62	53	11	predict	predict	VERB
ajis02-62	53	12	the	the	DET
ajis02-62	53	13	outcome	outcome	NOUN
ajis02-62	53	14	of	of	ADP
ajis02-62	53	15	applying	apply	VERB
ajis02-62	53	16	patches	patch	NOUN
ajis02-62	53	17	to	to	ADP
ajis02-62	53	18	critical	critical	ADJ
ajis02-62	53	19	servers	server	NOUN
ajis02-62	53	20	,	,	PUNCT
ajis02-62	53	21	but	but	CCONJ
ajis02-62	53	22	yet	yet	ADV
ajis02-62	53	23	are	be	AUX
ajis02-62	53	24	expected	expect	VERB
ajis02-62	53	25	to	to	PART
ajis02-62	53	26	keep	keep	VERB
ajis02-62	53	27	their	their	PRON
ajis02-62	53	28	servers	server	NOUN
ajis02-62	53	29	up	up	ADP
ajis02-62	53	30	and	and	CCONJ
ajis02-62	53	31	running	run	VERB
ajis02-62	53	32	without	without	ADP
ajis02-62	53	33	impact	impact	NOUN
ajis02-62	53	34	.	.	PUNCT
ajis02-62	54	1	this	this	DET
ajis02-62	54	2	paper	paper	NOUN
ajis02-62	54	3	introduced	introduce	VERB
ajis02-62	54	4	the	the	DET
ajis02-62	54	5	concept	concept	NOUN
ajis02-62	54	6	of	of	ADP
ajis02-62	54	7	applying	apply	VERB
ajis02-62	54	8	probability	probability	NOUN
ajis02-62	54	9	theory	theory	NOUN
ajis02-62	54	10	to	to	ADP
ajis02-62	54	11	the	the	DET
ajis02-62	54	12	task	task	NOUN
ajis02-62	54	13	of	of	ADP
ajis02-62	54	14	analyzing	analyze	VERB
ajis02-62	54	15	patches	patch	NOUN
ajis02-62	54	16	and	and	CCONJ
ajis02-62	54	17	predicting	predict	VERB
ajis02-62	54	18	patching	patch	VERB
ajis02-62	54	19	outcomes	outcome	NOUN
ajis02-62	54	20	.	.	PUNCT
ajis02-62	55	1	in	in	ADP
ajis02-62	55	2	our	our	PRON
ajis02-62	55	3	example	example	NOUN
ajis02-62	55	4	,	,	PUNCT
ajis02-62	55	5	we	we	PRON
ajis02-62	55	6	saw	see	VERB
ajis02-62	55	7	that	that	SCONJ
ajis02-62	55	8	there	there	PRON
ajis02-62	55	9	may	may	AUX
ajis02-62	55	10	be	be	AUX
ajis02-62	55	11	only	only	ADV
ajis02-62	55	12	incremental	incremental	ADJ
ajis02-62	55	13	benefits	benefit	NOUN
ajis02-62	55	14	to	to	ADP
ajis02-62	55	15	spending	spend	VERB
ajis02-62	55	16	more	more	ADJ
ajis02-62	55	17	time	time	NOUN
ajis02-62	55	18	analyzing	analyze	VERB
ajis02-62	55	19	rather	rather	ADV
ajis02-62	55	20	then	then	ADV
ajis02-62	55	21	testing	test	VERB
ajis02-62	55	22	and	and	CCONJ
ajis02-62	55	23	implementing	implement	VERB
ajis02-62	55	24	.	.	PUNCT
ajis02-62	56	1	we	we	PRON
ajis02-62	56	2	used	use	VERB
ajis02-62	56	3	this	this	DET
ajis02-62	56	4	example	example	NOUN
ajis02-62	56	5	to	to	PART
ajis02-62	56	6	demonstrate	demonstrate	VERB
ajis02-62	56	7	how	how	SCONJ
ajis02-62	56	8	to	to	PART
ajis02-62	56	9	apply	apply	VERB
ajis02-62	56	10	conditional	conditional	ADJ
ajis02-62	56	11	probability	probability	NOUN
ajis02-62	56	12	and	and	CCONJ
ajis02-62	56	13	the	the	DET
ajis02-62	56	14	benefits	benefit	NOUN
ajis02-62	56	15	to	to	ADP
ajis02-62	56	16	using	use	VERB
ajis02-62	56	17	this	this	DET
ajis02-62	56	18	type	type	NOUN
ajis02-62	56	19	of	of	ADP
ajis02-62	56	20	theory	theory	NOUN
ajis02-62	56	21	in	in	ADP
ajis02-62	56	22	patch	patch	PROPN
ajis02-62	56	23	management	management	NOUN
ajis02-62	56	24	.	.	PUNCT
ajis02-62	57	1	we	we	PRON
ajis02-62	57	2	were	be	AUX
ajis02-62	57	3	able	able	ADJ
ajis02-62	57	4	to	to	PART
ajis02-62	57	5	demonstrate	demonstrate	VERB
ajis02-62	57	6	that	that	SCONJ
ajis02-62	57	7	even	even	ADV
ajis02-62	57	8	though	though	SCONJ
ajis02-62	57	9	we	we	PRON
ajis02-62	57	10	spent	spend	VERB
ajis02-62	57	11	fifty	fifty	NUM
ajis02-62	57	12	hours	hour	NOUN
ajis02-62	57	13	analyzing	analyze	VERB
ajis02-62	57	14	patches	patch	NOUN
ajis02-62	57	15	,	,	PUNCT
ajis02-62	57	16	indicating	indicate	VERB
ajis02-62	57	17	the	the	DET
ajis02-62	57	18	bundle	bundle	NOUN
ajis02-62	57	19	was	be	AUX
ajis02-62	57	20	complete	complete	ADJ
ajis02-62	57	21	,	,	PUNCT
ajis02-62	57	22	we	we	PRON
ajis02-62	57	23	still	still	ADV
ajis02-62	57	24	crashed	crash	VERB
ajis02-62	57	25	the	the	DET
ajis02-62	57	26	server	server	NOUN
ajis02-62	57	27	twenty	twenty	NUM
ajis02-62	57	28	percent	percent	NOUN
ajis02-62	57	29	of	of	ADP
ajis02-62	57	30	the	the	DET
ajis02-62	57	31	time	time	NOUN
ajis02-62	57	32	.	.	PUNCT
ajis02-62	58	1	from	from	ADP
ajis02-62	58	2	this	this	PRON
ajis02-62	58	3	,	,	PUNCT
ajis02-62	58	4	we	we	PRON
ajis02-62	58	5	can	can	AUX
ajis02-62	58	6	conclude	conclude	VERB
ajis02-62	58	7	that	that	SCONJ
ajis02-62	58	8	our	our	PRON
ajis02-62	58	9	time	time	NOUN
ajis02-62	58	10	would	would	AUX
ajis02-62	58	11	be	be	AUX
ajis02-62	58	12	better	well	ADV
ajis02-62	58	13	spent	spend	VERB
ajis02-62	58	14	testing	testing	NOUN
ajis02-62	58	15	rather	rather	ADV
ajis02-62	58	16	then	then	ADV
ajis02-62	58	17	analyzing	analyze	VERB
ajis02-62	58	18	because	because	SCONJ
ajis02-62	58	19	our	our	PRON
ajis02-62	58	20	server	server	NOUN
ajis02-62	58	21	crash	crash	NOUN
ajis02-62	58	22	rate	rate	NOUN
ajis02-62	58	23	is	be	AUX
ajis02-62	58	24	only	only	ADV
ajis02-62	58	25	ten	ten	NUM
ajis02-62	58	26	percent	percent	NOUN
ajis02-62	58	27	.	.	PUNCT
ajis02-62	59	1	in	in	ADP
ajis02-62	59	2	a	a	DET
ajis02-62	59	3	paper	paper	NOUN
ajis02-62	59	4	by	by	ADP
ajis02-62	59	5	kwiatowska	kwiatowska	PROPN
ajis02-62	59	6	(	(	PUNCT
ajis02-62	59	7	2003	2003	NUM
ajis02-62	59	8	)	)	PUNCT
ajis02-62	59	9	,	,	PUNCT
ajis02-62	59	10	he	he	PRON
ajis02-62	59	11	described	describe	VERB
ajis02-62	59	12	probability	probability	NOUN
ajis02-62	59	13	theory	theory	NOUN
ajis02-62	59	14	as	as	ADP
ajis02-62	59	15	the	the	DET
ajis02-62	59	16	following	following	NOUN
ajis02-62	59	17	,	,	PUNCT
ajis02-62	59	18	“	"	PUNCT
ajis02-62	59	19	probability	probability	NOUN
ajis02-62	59	20	is	be	AUX
ajis02-62	59	21	also	also	ADV
ajis02-62	59	22	used	use	VERB
ajis02-62	59	23	to	to	PART
ajis02-62	59	24	quantify	quantify	VERB
ajis02-62	59	25	unreliable	unreliable	ADJ
ajis02-62	59	26	or	or	CCONJ
ajis02-62	59	27	unpredictable	unpredictable	ADJ
ajis02-62	59	28	behaviour	behaviour	NOUN
ajis02-62	59	29	,	,	PUNCT
ajis02-62	59	30	for	for	ADP
ajis02-62	59	31	example	example	NOUN
ajis02-62	59	32	in	in	ADP
ajis02-62	59	33	fault	fault	NOUN
ajis02-62	59	34	tolerant	tolerant	ADJ
ajis02-62	59	35	systems	system	NOUN
ajis02-62	59	36	,	,	PUNCT
ajis02-62	59	37	communication	communication	NOUN
ajis02-62	59	38	protocols	protocol	NOUN
ajis02-62	59	39	and	and	CCONJ
ajis02-62	59	40	computer	computer	NOUN
ajis02-62	59	41	networks	network	NOUN
ajis02-62	59	42	,	,	PUNCT
ajis02-62	59	43	where	where	SCONJ
ajis02-62	59	44	properties	property	NOUN
ajis02-62	59	45	such	such	ADJ
ajis02-62	59	46	as	as	ADP
ajis02-62	59	47	component	component	NOUN
ajis02-62	59	48	failure	failure	NOUN
ajis02-62	59	49	and	and	CCONJ
ajis02-62	59	50	packet	packet	NOUN
ajis02-62	59	51	loss	loss	NOUN
ajis02-62	59	52	can	can	AUX
ajis02-62	59	53	be	be	AUX
ajis02-62	59	54	described	describe	VERB
ajis02-62	59	55	probabilistically	probabilistically	ADV
ajis02-62	59	56	.	.	PUNCT
ajis02-62	59	57	”	"	PUNCT
ajis02-62	60	1	future	future	ADJ
ajis02-62	60	2	work	work	NOUN
ajis02-62	60	3	this	this	DET
ajis02-62	60	4	work	work	NOUN
ajis02-62	60	5	can	can	AUX
ajis02-62	60	6	be	be	AUX
ajis02-62	60	7	expanded	expand	VERB
ajis02-62	60	8	to	to	PART
ajis02-62	60	9	break	break	VERB
ajis02-62	60	10	out	out	ADP
ajis02-62	60	11	the	the	DET
ajis02-62	60	12	difference	difference	NOUN
ajis02-62	60	13	between	between	ADP
ajis02-62	60	14	the	the	DET
ajis02-62	60	15	amount	amount	NOUN
ajis02-62	60	16	of	of	ADP
ajis02-62	60	17	crashes	crash	NOUN
ajis02-62	60	18	caused	cause	VERB
ajis02-62	60	19	by	by	ADP
ajis02-62	60	20	cots	cot	NOUN
ajis02-62	60	21	versus	versus	ADP
ajis02-62	60	22	in	in	ADP
ajis02-62	60	23	-	-	PUNCT
ajis02-62	60	24	house	house	NOUN
ajis02-62	60	25	developed	develop	VERB
ajis02-62	60	26	software	software	NOUN
ajis02-62	60	27	,	,	PUNCT
ajis02-62	60	28	the	the	DET
ajis02-62	60	29	probability	probability	NOUN
ajis02-62	60	30	of	of	ADP
ajis02-62	60	31	backup	backup	ADJ
ajis02-62	60	32	failures	failure	NOUN
ajis02-62	60	33	and	and	CCONJ
ajis02-62	60	34	hardware	hardware	NOUN
ajis02-62	60	35	or	or	CCONJ
ajis02-62	60	36	operating	operating	NOUN
ajis02-62	60	37	system	system	NOUN
ajis02-62	60	38	failures	failure	NOUN
ajis02-62	60	39	.	.	PUNCT
ajis02-62	61	1	the	the	DET
ajis02-62	61	2	markov	markov	NOUN
ajis02-62	61	3	process	process	NOUN
ajis02-62	61	4	is	be	AUX
ajis02-62	61	5	very	very	ADV
ajis02-62	61	6	similar	similar	ADJ
ajis02-62	61	7	to	to	ADP
ajis02-62	61	8	bayes	bayes	PROPN
ajis02-62	61	9	’	'	PUNCT
ajis02-62	61	10	theorem	theorem	VERB
ajis02-62	61	11	in	in	ADP
ajis02-62	61	12	that	that	SCONJ
ajis02-62	61	13	it	it	PRON
ajis02-62	61	14	looks	look	VERB
ajis02-62	61	15	at	at	ADP
ajis02-62	61	16	a	a	DET
ajis02-62	61	17	number	number	NOUN
ajis02-62	61	18	of	of	ADP
ajis02-62	61	19	events	event	NOUN
ajis02-62	61	20	and	and	CCONJ
ajis02-62	61	21	tries	try	VERB
ajis02-62	61	22	to	to	PART
ajis02-62	61	23	guess	guess	VERB
ajis02-62	61	24	the	the	DET
ajis02-62	61	25	likelihood	likelihood	NOUN
ajis02-62	61	26	of	of	ADP
ajis02-62	61	27	the	the	DET
ajis02-62	61	28	event	event	NOUN
ajis02-62	61	29	based	base	VERB
ajis02-62	61	30	on	on	ADP
ajis02-62	61	31	current	current	ADJ
ajis02-62	61	32	data	datum	NOUN
ajis02-62	61	33	.	.	PUNCT
ajis02-62	62	1	the	the	DET
ajis02-62	62	2	output	output	NOUN
ajis02-62	62	3	will	will	AUX
ajis02-62	62	4	look	look	VERB
ajis02-62	62	5	similar	similar	ADJ
ajis02-62	62	6	in	in	ADP
ajis02-62	62	7	nature	nature	NOUN
ajis02-62	62	8	to	to	ADP
ajis02-62	62	9	the	the	DET
ajis02-62	62	10	original	original	ADJ
ajis02-62	62	11	input	input	NOUN
ajis02-62	62	12	(	(	PUNCT
ajis02-62	62	13	deshpande	deshpande	PROPN
ajis02-62	62	14	,	,	PUNCT
ajis02-62	62	15	karypis	karypi	VERB
ajis02-62	62	16	,	,	PUNCT
ajis02-62	62	17	2004	2004	NUM
ajis02-62	62	18	)	)	PUNCT
ajis02-62	62	19	.	.	PUNCT
ajis02-62	63	1	references	reference	NOUN
ajis02-62	63	2	bayes	bayes	PROPN
ajis02-62	63	3	.	.	PUNCT
ajis02-62	64	1	(	(	PUNCT
ajis02-62	64	2	2002	2002	NUM
ajis02-62	64	3	.	.	PUNCT
ajis02-62	65	1	bayes	bayes	PROPN
ajis02-62	65	2	original	original	ADJ
ajis02-62	65	3	essay	essay	NOUN
ajis02-62	65	4	.	.	PUNCT
ajis02-62	66	1	retrieved	retrieve	VERB
ajis02-62	66	2	on	on	ADP
ajis02-62	66	3	june	june	PROPN
ajis02-62	66	4	7	7	NUM
ajis02-62	66	5	,	,	PUNCT
ajis02-62	66	6	2005	2005	NUM
ajis02-62	66	7	from	from	ADP
ajis02-62	66	8	http://www.stat.ucla.edu/history/essay.pdf	http://www.stat.ucla.edu/history/essay.pdf	PROPN
ajis02-62	66	9	deshpande	deshpande	NOUN
ajis02-62	66	10	.	.	PUNCT
ajis02-62	67	1	m	m	PROPN
ajis02-62	67	2	,	,	PUNCT
ajis02-62	67	3	karypis	karypi	VERB
ajis02-62	67	4	.	.	PUNCT
ajis02-62	68	1	g.	g.	NOUN
ajis02-62	68	2	(	(	PUNCT
ajis02-62	68	3	2005	2005	NUM
ajis02-62	68	4	)	)	PUNCT
ajis02-62	68	5	.	.	PUNCT
ajis02-62	69	1	“	"	PUNCT
ajis02-62	69	2	selective	selective	ADJ
ajis02-62	69	3	markov	markov	NOUN
ajis02-62	69	4	models	model	NOUN
ajis02-62	69	5	for	for	ADP
ajis02-62	69	6	predicting	predict	VERB
ajis02-62	69	7	web	web	NOUN
ajis02-62	69	8	page	page	NOUN
ajis02-62	69	9	accesses	access	NOUN
ajis02-62	69	10	”	"	PUNCT
ajis02-62	69	11	,	,	PUNCT
ajis02-62	69	12	acm	acm	NOUN
ajis02-62	69	13	transactions	transaction	NOUN
ajis02-62	69	14	on	on	ADP
ajis02-62	69	15	internet	internet	NOUN
ajis02-62	69	16	technology	technology	NOUN
ajis02-62	69	17	,	,	PUNCT
ajis02-62	69	18	vol	vol	NOUN
ajis02-62	69	19	.	.	PROPN
ajis02-62	69	20	4	4	NUM
ajis02-62	69	21	,	,	PUNCT
ajis02-62	69	22	no	no	INTJ
ajis02-62	69	23	.	.	NOUN
ajis02-62	69	24	2	2	NUM
ajis02-62	69	25	,	,	PUNCT
ajis02-62	69	26	may	may	PROPN
ajis02-62	69	27	2004	2004	NUM
ajis02-62	69	28	,	,	PUNCT
ajis02-62	69	29	pp	pp	ADP
ajis02-62	69	30	.	.	PUNCT
ajis02-62	70	1	163	163	NUM
ajis02-62	70	2	-	-	SYM
ajis02-62	70	3	184	184	NUM
ajis02-62	70	4	forsythe	forsythe	PROPN
ajis02-62	70	5	,	,	PUNCT
ajis02-62	70	6	(	(	PUNCT
ajis02-62	70	7	2005	2005	NUM
ajis02-62	70	8	)	)	PUNCT
ajis02-62	70	9	.	.	PUNCT
ajis02-62	71	1	five	five	NUM
ajis02-62	71	2	9	9	NUM
ajis02-62	71	3	’s	’s	NOUN
ajis02-62	71	4	,	,	PUNCT
ajis02-62	71	5	retrieved	retrieve	VERB
ajis02-62	71	6	on	on	ADP
ajis02-62	71	7	june	june	PROPN
ajis02-62	71	8	7	7	NUM
ajis02-62	71	9	,	,	PUNCT
ajis02-62	71	10	2005	2005	NUM
ajis02-62	71	11	from	from	ADP
ajis02-62	71	12	http://www.forsythe.com/forsythe/infraservices/servers/server_five9s.jsp	http://www.forsythe.com/forsythe/infraservices/servers/server_five9s.jsp	PROPN
ajis02-62	71	13	kwiatkowska	kwiatkowska	PROPN
ajis02-62	71	14	.	.	PUNCT
ajis02-62	72	1	m.	m.	NOUN
ajis02-62	72	2	(	(	PUNCT
ajis02-62	72	3	2003	2003	NUM
ajis02-62	72	4	)	)	PUNCT
ajis02-62	72	5	.	.	PUNCT
ajis02-62	73	1	proceedings	proceeding	NOUN
ajis02-62	73	2	of	of	ADP
ajis02-62	73	3	the	the	DET
ajis02-62	73	4	18	18	NUM
ajis02-62	73	5	th	th	X
ajis02-62	73	6	annual	annual	ADJ
ajis02-62	73	7	ieee	ieee	NOUN
ajis02-62	73	8	symposium	symposium	NOUN
ajis02-62	73	9	on	on	ADP
ajis02-62	73	10	logic	logic	NOUN
ajis02-62	73	11	in	in	ADP
ajis02-62	73	12	ajis	ajis	ADV
ajis02-62	73	13	vol	vol	NOUN
ajis02-62	73	14	13	13	NUM
ajis02-62	73	15	,	,	PUNCT
ajis02-62	73	16	no	no	INTJ
ajis02-62	73	17	.	.	NOUN
ajis02-62	73	18	1	1	NUM
ajis02-62	73	19	september	september	PROPN
ajis02-62	73	20	2005	2005	NUM
ajis02-62	73	21	44	44	NUM
ajis02-62	73	22	computer	computer	NOUN
ajis02-62	73	23	science	science	NOUN
ajis02-62	73	24	(	(	PUNCT
ajis02-62	73	25	lics’03	lics’03	NOUN
ajis02-62	73	26	)	)	PUNCT
ajis02-62	73	27	treese	treese	NOUN
ajis02-62	73	28	.	.	PUNCT
ajis02-62	74	1	w.	w.	PROPN
ajis02-62	74	2	(	(	PUNCT
ajis02-62	74	3	2002	2002	NUM
ajis02-62	74	4	)	)	PUNCT
ajis02-62	74	5	.	.	PUNCT
ajis02-62	75	1	building	build	VERB
ajis02-62	75	2	big	big	ADJ
ajis02-62	75	3	,	,	PUNCT
ajis02-62	75	4	reliable	reliable	ADJ
ajis02-62	75	5	web	web	NOUN
ajis02-62	75	6	sites	site	NOUN
ajis02-62	75	7	,	,	PUNCT
ajis02-62	75	8	(	(	PUNCT
ajis02-62	75	9	part	part	NOUN
ajis02-62	75	10	1	1	NUM
ajis02-62	75	11	)	)	PUNCT
ajis02-62	75	12	.	.	PUNCT
ajis02-62	76	1	net	net	ADJ
ajis02-62	76	2	worker	worker	NOUN
ajis02-62	76	3	,	,	PUNCT
ajis02-62	76	4	vol	vol	NOUN
ajis02-62	76	5	.	.	PROPN
ajis02-62	76	6	6	6	NUM
ajis02-62	76	7	,	,	PUNCT
ajis02-62	76	8	issue	issue	NOUN
ajis02-62	76	9	1	1	NUM
ajis02-62	76	10	,	,	PUNCT
ajis02-62	76	11	pp	pp	ADJ
ajis02-62	76	12	.	.	PUNCT
ajis02-62	77	1	15	15	NUM
ajis02-62	77	2	-	-	SYM
ajis02-62	77	3	18	18	NUM
ajis02-62	77	4	march	march	NOUN
ajis02-62	77	5	2002	2002	NUM
ajis02-62	77	6	yudkowsky.e	yudkowsky.e	NOUN
ajis02-62	77	7	.	.	PUNCT
ajis02-62	77	8	,	,	PUNCT
ajis02-62	77	9	rovner.c	rovner.c	PROPN
ajis02-62	77	10	.	.	PROPN
ajis02-62	77	11	,	,	PUNCT
ajis02-62	77	12	an	an	DET
ajis02-62	77	13	intuitive	intuitive	ADJ
ajis02-62	77	14	explanation	explanation	NOUN
ajis02-62	77	15	of	of	ADP
ajis02-62	77	16	bayesian	bayesian	NOUN
ajis02-62	77	17	reasoning	reasoning	NOUN
ajis02-62	77	18	,	,	PUNCT
ajis02-62	77	19	retrieved	retrieve	VERB
ajis02-62	77	20	june	june	PROPN
ajis02-62	77	21	6	6	NUM
ajis02-62	77	22	,	,	PUNCT
ajis02-62	77	23	2005	2005	NUM
ajis02-62	77	24	from	from	ADP
ajis02-62	77	25	http://yudkowsky.net/bayes/bayes.html	http://yudkowsky.net/bayes/bayes.html	PUNCT