id	sid	tid	token	lemma	pos
cte-230	1	1	some	some	DET
cte-230	1	2	experience	experience	NOUN
cte-230	1	3	in	in	ADP
cte-230	1	4	maintenance	maintenance	NOUN
cte-230	1	5	of	of	ADP
cte-230	1	6	an	an	DET
cte-230	1	7	academic	academic	ADJ
cte-230	1	8	cloud	cloud	NOUN
cte-230	1	9	cte	cte	NOUN
cte-230	1	10	workshop	workshop	NOUN
cte-230	1	11	proceedings	proceeding	NOUN
cte-230	1	12	,	,	PUNCT
cte-230	1	13	2021	2021	NUM
cte-230	1	14	,	,	PUNCT
cte-230	1	15	vol	vol	NOUN
cte-230	1	16	.	.	NOUN
cte-230	1	17	8	8	NUM
cte-230	1	18	:	:	PUNCT
cte-230	1	19	cte-2020	cte-2020	NOUN
cte-230	1	20	,	,	PUNCT
cte-230	1	21	pp	pp	ADP
cte-230	1	22	.	.	PUNCT
cte-230	2	1	165	165	NUM
cte-230	2	2	-	-	SYM
cte-230	2	3	178	178	NUM
cte-230	2	4	some	some	DET
cte-230	2	5	experience	experience	NOUN
cte-230	2	6	in	in	ADP
cte-230	2	7	maintenance	maintenance	NOUN
cte-230	2	8	of	of	ADP
cte-230	2	9	an	an	DET
cte-230	2	10	academic	academic	ADJ
cte-230	2	11	cloud	cloud	NOUN
cte-230	2	12	vasyl	vasyl	NOUN
cte-230	2	13	p.	p.	PROPN
cte-230	2	14	oleksiuk1,4	oleksiuk1,4	PROPN
cte-230	2	15	,	,	PUNCT
cte-230	2	16	olesia	olesia	PROPN
cte-230	2	17	r.	r.	PROPN
cte-230	2	18	oleksiuk2	oleksiuk2	PROPN
cte-230	2	19	,	,	PUNCT
cte-230	2	20	oleg	oleg	PROPN
cte-230	2	21	m.	m.	NOUN
cte-230	2	22	spirin3,4	spirin3,4	PROPN
cte-230	2	23	,	,	PUNCT
cte-230	2	24	nadiia	nadiia	VERB
cte-230	2	25	r.	r.	PROPN
cte-230	2	26	balyk1	balyk1	PROPN
cte-230	2	27	and	and	CCONJ
cte-230	3	1	yaroslav	yaroslav	ADJ
cte-230	3	2	p.	p.	NOUN
cte-230	3	3	vasylenko1	vasylenko1	NOUN
cte-230	4	1	1ternopil	1ternopil	NUM
cte-230	4	2	volodymyr	volodymyr	ADJ
cte-230	4	3	hnatiuk	hnatiuk	PROPN
cte-230	4	4	national	national	PROPN
cte-230	4	5	pedagogical	pedagogical	ADJ
cte-230	4	6	university	university	NOUN
cte-230	4	7	,	,	PUNCT
cte-230	4	8	2	2	NUM
cte-230	4	9	m.	m.	NOUN
cte-230	4	10	kryvonosa	kryvonosa	PROPN
cte-230	4	11	str	str	PROPN
cte-230	4	12	.	.	PUNCT
cte-230	4	13	,	,	PUNCT
cte-230	4	14	ternopil	ternopil	PROPN
cte-230	4	15	,	,	PUNCT
cte-230	4	16	46027	46027	NUM
cte-230	4	17	,	,	PUNCT
cte-230	4	18	ukraine	ukraine	NOUN
cte-230	4	19	2ternopil	2ternopil	NUM
cte-230	4	20	regional	regional	ADJ
cte-230	4	21	municipal	municipal	ADJ
cte-230	4	22	institute	institute	NOUN
cte-230	4	23	of	of	ADP
cte-230	4	24	postgraduate	postgraduate	PROPN
cte-230	4	25	education	education	NOUN
cte-230	4	26	,	,	PUNCT
cte-230	4	27	1	1	NUM
cte-230	4	28	v.	v.	ADP
cte-230	4	29	hromnytskogo	hromnytskogo	PROPN
cte-230	4	30	str	str	PROPN
cte-230	4	31	.	.	PUNCT
cte-230	4	32	,	,	PUNCT
cte-230	4	33	ternopil	ternopil	PROPN
cte-230	4	34	,	,	PUNCT
cte-230	4	35	46027	46027	NUM
cte-230	4	36	,	,	PUNCT
cte-230	4	37	ukraine	ukraine	PROPN
cte-230	4	38	3university	3university	NUM
cte-230	4	39	of	of	ADP
cte-230	4	40	educational	educational	ADJ
cte-230	4	41	management	management	NOUN
cte-230	4	42	,	,	PUNCT
cte-230	4	43	52	52	NUM
cte-230	4	44	-	-	PUNCT
cte-230	4	45	a	a	DET
cte-230	4	46	sichovykh	sichovykh	ADJ
cte-230	4	47	striltsiv	striltsiv	NOUN
cte-230	4	48	str	str	PROPN
cte-230	4	49	.	.	PUNCT
cte-230	4	50	,	,	PUNCT
cte-230	4	51	kyiv	kyiv	PROPN
cte-230	4	52	,	,	PUNCT
cte-230	4	53	04053	04053	NUM
cte-230	4	54	,	,	PUNCT
cte-230	4	55	ukraine	ukraine	PROPN
cte-230	4	56	4institute	4institute	NUM
cte-230	4	57	of	of	ADP
cte-230	4	58	information	information	NOUN
cte-230	4	59	technologies	technology	NOUN
cte-230	4	60	and	and	CCONJ
cte-230	4	61	learning	learn	VERB
cte-230	4	62	tools	tool	NOUN
cte-230	4	63	of	of	ADP
cte-230	4	64	naes	nae	NOUN
cte-230	4	65	of	of	ADP
cte-230	4	66	ukraine	ukraine	NOUN
cte-230	4	67	,	,	PUNCT
cte-230	4	68	9	9	NUM
cte-230	4	69	m.	m.	NOUN
cte-230	4	70	berlynskoho	berlynskoho	NOUN
cte-230	4	71	str	str	PRON
cte-230	4	72	.	.	PROPN
cte-230	4	73	,	,	PUNCT
cte-230	4	74	kyiv	kyiv	PROPN
cte-230	4	75	,	,	PUNCT
cte-230	4	76	04060	04060	NUM
cte-230	4	77	,	,	PUNCT
cte-230	4	78	ukraine	ukraine	PROPN
cte-230	4	79	abstract	abstract	NOUN
cte-230	4	80	.	.	PUNCT
cte-230	5	1	the	the	DET
cte-230	5	2	article	article	NOUN
cte-230	5	3	is	be	AUX
cte-230	5	4	devoted	devote	VERB
cte-230	5	5	to	to	ADP
cte-230	5	6	the	the	DET
cte-230	5	7	systematization	systematization	NOUN
cte-230	5	8	of	of	ADP
cte-230	5	9	experience	experience	NOUN
cte-230	5	10	in	in	ADP
cte-230	5	11	the	the	DET
cte-230	5	12	deployment	deployment	NOUN
cte-230	5	13	,	,	PUNCT
cte-230	5	14	maintenance	maintenance	NOUN
cte-230	5	15	and	and	CCONJ
cte-230	5	16	servicing	servicing	NOUN
cte-230	5	17	of	of	ADP
cte-230	5	18	the	the	DET
cte-230	5	19	private	private	ADJ
cte-230	5	20	academic	academic	ADJ
cte-230	5	21	cloud	cloud	NOUN
cte-230	5	22	.	.	PUNCT
cte-230	6	1	the	the	DET
cte-230	6	2	article	article	NOUN
cte-230	6	3	contains	contain	VERB
cte-230	6	4	model	model	NOUN
cte-230	6	5	of	of	ADP
cte-230	6	6	the	the	DET
cte-230	6	7	authors	author	NOUN
cte-230	6	8	’	’	PART
cte-230	6	9	cloud	cloud	NOUN
cte-230	6	10	infrastructure	infrastructure	NOUN
cte-230	6	11	.	.	PUNCT
cte-230	7	1	it	it	PRON
cte-230	7	2	was	be	AUX
cte-230	7	3	developed	develop	VERB
cte-230	7	4	at	at	ADP
cte-230	7	5	ternopil	ternopil	VERB
cte-230	7	6	volodymyr	volodymyr	PROPN
cte-230	7	7	hnatiuk	hnatiuk	PROPN
cte-230	7	8	national	national	PROPN
cte-230	7	9	pedagogical	pedagogical	ADJ
cte-230	7	10	university	university	PROPN
cte-230	7	11	(	(	PUNCT
cte-230	7	12	ukraine	ukraine	NOUN
cte-230	7	13	)	)	PUNCT
cte-230	7	14	on	on	ADP
cte-230	7	15	the	the	DET
cte-230	7	16	basis	basis	NOUN
cte-230	7	17	of	of	ADP
cte-230	7	18	the	the	DET
cte-230	7	19	apache	apache	NOUN
cte-230	7	20	cloudstack	cloudstack	NOUN
cte-230	7	21	platform	platform	NOUN
cte-230	7	22	.	.	PUNCT
cte-230	8	1	the	the	DET
cte-230	8	2	authors	author	NOUN
cte-230	8	3	identify	identify	VERB
cte-230	8	4	the	the	DET
cte-230	8	5	main	main	ADJ
cte-230	8	6	tasks	task	NOUN
cte-230	8	7	for	for	ADP
cte-230	8	8	maintaining	maintain	VERB
cte-230	8	9	a	a	DET
cte-230	8	10	private	private	ADJ
cte-230	8	11	academic	academic	ADJ
cte-230	8	12	cloud	cloud	NOUN
cte-230	8	13	.	.	PUNCT
cte-230	9	1	here	here	ADV
cte-230	9	2	they	they	PRON
cte-230	9	3	are	be	AUX
cte-230	9	4	making	make	VERB
cte-230	9	5	changes	change	NOUN
cte-230	9	6	to	to	ADP
cte-230	9	7	the	the	DET
cte-230	9	8	cloud	cloud	NOUN
cte-230	9	9	infrastructure	infrastructure	NOUN
cte-230	9	10	;	;	PUNCT
cte-230	9	11	maintenance	maintenance	NOUN
cte-230	9	12	of	of	ADP
cte-230	9	13	virtual	virtual	ADJ
cte-230	9	14	machines	machine	NOUN
cte-230	9	15	(	(	PUNCT
cte-230	9	16	vm	vm	NOUN
cte-230	9	17	)	)	PUNCT
cte-230	9	18	to	to	PART
cte-230	9	19	determine	determine	VERB
cte-230	9	20	the	the	DET
cte-230	9	21	performance	performance	NOUN
cte-230	9	22	and	and	CCONJ
cte-230	9	23	migration	migration	NOUN
cte-230	9	24	of	of	ADP
cte-230	9	25	vm	vm	NOUN
cte-230	9	26	instances	instance	NOUN
cte-230	9	27	;	;	PUNCT
cte-230	9	28	work	work	NOUN
cte-230	9	29	with	with	ADP
cte-230	9	30	vms	vms	PROPN
cte-230	9	31	;	;	PUNCT
cte-230	9	32	backup	backup	NOUN
cte-230	9	33	of	of	ADP
cte-230	9	34	all	all	DET
cte-230	9	35	cloud	cloud	ADJ
cte-230	9	36	infrastructure	infrastructure	NOUN
cte-230	9	37	.	.	PUNCT
cte-230	10	1	the	the	DET
cte-230	10	2	analysis	analysis	NOUN
cte-230	10	3	of	of	ADP
cte-230	10	4	productivity	productivity	NOUN
cte-230	10	5	and	and	CCONJ
cte-230	10	6	providing	provide	VERB
cte-230	10	7	students	student	NOUN
cte-230	10	8	with	with	ADP
cte-230	10	9	computing	compute	VERB
cte-230	10	10	resources	resource	NOUN
cte-230	10	11	is	be	AUX
cte-230	10	12	carried	carry	VERB
cte-230	10	13	out	out	ADP
cte-230	10	14	.	.	PUNCT
cte-230	11	1	the	the	DET
cte-230	11	2	main	main	ADJ
cte-230	11	3	types	type	NOUN
cte-230	11	4	of	of	ADP
cte-230	11	5	vm	vm	PROPN
cte-230	11	6	used	use	VERB
cte-230	11	7	in	in	ADP
cte-230	11	8	training	training	NOUN
cte-230	11	9	are	be	AUX
cte-230	11	10	given	give	VERB
cte-230	11	11	.	.	PUNCT
cte-230	12	1	the	the	DET
cte-230	12	2	number	number	NOUN
cte-230	12	3	and	and	CCONJ
cte-230	12	4	characteristics	characteristic	NOUN
cte-230	12	5	of	of	ADP
cte-230	12	6	vm	vm	PROPN
cte-230	12	7	that	that	PRON
cte-230	12	8	can	can	AUX
cte-230	12	9	be	be	AUX
cte-230	12	10	served	serve	VERB
cte-230	12	11	by	by	ADP
cte-230	12	12	a	a	DET
cte-230	12	13	private	private	ADJ
cte-230	12	14	academic	academic	ADJ
cte-230	12	15	cloud	cloud	NOUN
cte-230	12	16	are	be	AUX
cte-230	12	17	calculated	calculate	VERB
cte-230	12	18	.	.	PUNCT
cte-230	13	1	approaches	approach	NOUN
cte-230	13	2	and	and	CCONJ
cte-230	13	3	schemes	scheme	NOUN
cte-230	13	4	for	for	ADP
cte-230	13	5	performing	perform	VERB
cte-230	13	6	backup	backup	NOUN
cte-230	13	7	are	be	AUX
cte-230	13	8	analysed	analyse	VERB
cte-230	13	9	.	.	PUNCT
cte-230	14	1	some	some	DET
cte-230	14	2	theoretical	theoretical	ADJ
cte-230	14	3	and	and	CCONJ
cte-230	14	4	practical	practical	ADJ
cte-230	14	5	experience	experience	NOUN
cte-230	14	6	of	of	ADP
cte-230	14	7	using	use	VERB
cte-230	14	8	cloud	cloud	NOUN
cte-230	14	9	services	service	NOUN
cte-230	14	10	to	to	PART
cte-230	14	11	perform	perform	VERB
cte-230	14	12	backup	backup	NOUN
cte-230	14	13	has	have	AUX
cte-230	14	14	been	be	AUX
cte-230	14	15	studied	study	VERB
cte-230	14	16	.	.	PUNCT
cte-230	15	1	several	several	ADJ
cte-230	15	2	scripts	script	NOUN
cte-230	15	3	have	have	AUX
cte-230	15	4	been	be	AUX
cte-230	15	5	developed	develop	VERB
cte-230	15	6	for	for	ADP
cte-230	15	7	archiving	archive	VERB
cte-230	15	8	the	the	DET
cte-230	15	9	platform	platform	NOUN
cte-230	15	10	database	database	NOUN
cte-230	15	11	and	and	CCONJ
cte-230	15	12	its	its	PRON
cte-230	15	13	repositories	repository	NOUN
cte-230	15	14	.	.	PUNCT
cte-230	16	1	they	they	PRON
cte-230	16	2	allow	allow	VERB
cte-230	16	3	you	you	PRON
cte-230	16	4	to	to	PART
cte-230	16	5	upload	upload	VERB
cte-230	16	6	backups	backup	NOUN
cte-230	16	7	to	to	ADP
cte-230	16	8	the	the	DET
cte-230	16	9	google	google	PROPN
cte-230	16	10	drive	drive	PROPN
cte-230	16	11	cloud	cloud	PROPN
cte-230	16	12	service	service	NOUN
cte-230	16	13	.	.	PUNCT
cte-230	17	1	the	the	DET
cte-230	17	2	performance	performance	NOUN
cte-230	17	3	of	of	ADP
cte-230	17	4	these	these	DET
cte-230	17	5	scripts	script	NOUN
cte-230	17	6	for	for	ADP
cte-230	17	7	the	the	DET
cte-230	17	8	author	author	NOUN
cte-230	17	9	’s	’s	PART
cte-230	17	10	deployment	deployment	NOUN
cte-230	17	11	of	of	ADP
cte-230	17	12	private	private	ADJ
cte-230	17	13	cloud	cloud	NOUN
cte-230	17	14	infrastructure	infrastructure	NOUN
cte-230	17	15	was	be	AUX
cte-230	17	16	evaluated	evaluate	VERB
cte-230	17	17	.	.	PUNCT
cte-230	18	1	keywords	keyword	NOUN
cte-230	18	2	:	:	PUNCT
cte-230	18	3	cloud	cloud	NOUN
cte-230	18	4	computing	computing	NOUN
cte-230	18	5	,	,	PUNCT
cte-230	18	6	private	private	ADJ
cte-230	18	7	academic	academic	ADJ
cte-230	18	8	cloud	cloud	NOUN
cte-230	18	9	,	,	PUNCT
cte-230	18	10	apache	apache	NOUN
cte-230	18	11	cloudstack	cloudstack	NOUN
cte-230	18	12	,	,	PUNCT
cte-230	18	13	g	g	PROPN
cte-230	18	14	suite	suite	NOUN
cte-230	18	15	,	,	PUNCT
cte-230	18	16	google	google	PROPN
cte-230	18	17	drive	drive	NOUN
cte-230	18	18	1	1	NUM
cte-230	18	19	.	.	PUNCT
cte-230	19	1	the	the	DET
cte-230	19	2	problem	problem	NOUN
cte-230	19	3	statement	statement	NOUN
cte-230	19	4	today	today	NOUN
cte-230	19	5	,	,	PUNCT
cte-230	19	6	many	many	ADJ
cte-230	19	7	universities	university	NOUN
cte-230	19	8	are	be	AUX
cte-230	19	9	creating	create	VERB
cte-230	19	10	their	their	PRON
cte-230	19	11	own	own	ADJ
cte-230	19	12	cloud	cloud	NOUN
cte-230	19	13	-	-	PUNCT
cte-230	19	14	based	base	VERB
cte-230	19	15	learning	learning	NOUN
cte-230	19	16	environments	environment	NOUN
cte-230	19	17	(	(	PUNCT
cte-230	19	18	cble	cble	ADJ
cte-230	19	19	)	)	PUNCT
cte-230	19	20	.	.	PUNCT
cte-230	20	1	although	although	SCONJ
cte-230	20	2	there	there	PRON
cte-230	20	3	is	be	VERB
cte-230	20	4	currently	currently	ADV
cte-230	20	5	no	no	DET
cte-230	20	6	single	single	ADJ
cte-230	20	7	concept	concept	NOUN
cte-230	20	8	for	for	ADP
cte-230	20	9	cble	cble	ADJ
cte-230	20	10	,	,	PUNCT
cte-230	20	11	scientists	scientist	NOUN
cte-230	20	12	understand	understand	VERB
cte-230	20	13	it	it	PRON
cte-230	20	14	as	as	ADP
cte-230	20	15	similar	similar	ADJ
cte-230	20	16	concepts	concept	NOUN
cte-230	20	17	[	[	X
cte-230	20	18	3	3	NUM
cte-230	20	19	,	,	PUNCT
cte-230	20	20	9	9	NUM
cte-230	20	21	,	,	PUNCT
cte-230	20	22	14	14	NUM
cte-230	20	23	,	,	PUNCT
cte-230	20	24	17	17	NUM
cte-230	20	25	]	]	PUNCT
cte-230	20	26	,	,	PUNCT
cte-230	20	27	in	in	ADP
cte-230	20	28	general	general	ADJ
cte-230	20	29	,	,	PUNCT
cte-230	20	30	it	it	PRON
cte-230	20	31	can	can	AUX
cte-230	20	32	be	be	AUX
cte-230	20	33	understood	understand	VERB
cte-230	20	34	as	as	ADP
cte-230	20	35	an	an	DET
cte-230	20	36	it	it	NOUN
cte-230	20	37	system	system	NOUN
cte-230	20	38	consisting	consist	VERB
cte-230	20	39	of	of	ADP
cte-230	20	40	cloud	cloud	NOUN
cte-230	20	41	services	service	NOUN
cte-230	20	42	and	and	CCONJ
cte-230	20	43	providing	provide	VERB
cte-230	20	44	learning	learn	VERB
cte-230	20	45	mobility	mobility	NOUN
cte-230	20	46	,	,	PUNCT
cte-230	20	47	group	group	NOUN
cte-230	20	48	collaboration	collaboration	NOUN
cte-230	20	49	of	of	ADP
cte-230	20	50	teachers	teacher	NOUN
cte-230	20	51	and	and	CCONJ
cte-230	20	52	students	student	NOUN
cte-230	20	53	to	to	PART
cte-230	20	54	achieve	achieve	VERB
cte-230	20	55	educational	educational	ADJ
cte-230	20	56	goals	goal	NOUN
cte-230	20	57	[	[	X
cte-230	20	58	15	15	NUM
cte-230	20	59	]	]	PUNCT
cte-230	20	60	.	.	PUNCT
cte-230	21	1	as	as	ADP
cte-230	21	2	the	the	DET
cte-230	21	3	analysis	analysis	NOUN
cte-230	21	4	of	of	ADP
cte-230	21	5	the	the	DET
cte-230	21	6	literature	literature	NOUN
cte-230	21	7	shows	show	NOUN
cte-230	21	8	,	,	PUNCT
cte-230	21	9	many	many	ADJ
cte-230	21	10	university	university	NOUN
cte-230	21	11	cble	cble	ADJ
cte-230	21	12	are	be	AUX
cte-230	21	13	usually	usually	ADV
cte-230	21	14	deployed	deploy	VERB
cte-230	21	15	according	accord	VERB
cte-230	21	16	to	to	ADP
cte-230	21	17	the	the	DET
cte-230	21	18	hybrid	hybrid	ADJ
cte-230	21	19	model	model	NOUN
cte-230	21	20	[	[	X
cte-230	21	21	16	16	NUM
cte-230	21	22	,	,	PUNCT
cte-230	21	23	23	23	NUM
cte-230	21	24	,	,	PUNCT
cte-230	21	25	28	28	NUM
cte-230	21	26	]	]	PUNCT
cte-230	21	27	.	.	PUNCT
cte-230	22	1	one	one	NUM
cte-230	22	2	of	of	ADP
cte-230	22	3	the	the	DET
cte-230	22	4	most	most	ADV
cte-230	22	5	important	important	ADJ
cte-230	22	6	components	component	NOUN
cte-230	22	7	in	in	ADP
cte-230	22	8	the	the	DET
cte-230	22	9	structure	structure	NOUN
cte-230	22	10	of	of	ADP
cte-230	22	11	this	this	DET
cte-230	22	12	environment	environment	NOUN
cte-230	22	13	is	be	AUX
cte-230	22	14	the	the	DET
cte-230	22	15	private	private	ADJ
cte-230	22	16	academic	academic	ADJ
cte-230	22	17	cloud	cloud	NOUN
cte-230	22	18	[	[	X
cte-230	22	19	8	8	NUM
cte-230	22	20	]	]	PUNCT
cte-230	22	21	.	.	PUNCT
cte-230	23	1	it	it	PRON
cte-230	23	2	is	be	AUX
cte-230	23	3	now	now	ADV
cte-230	23	4	deployed	deploy	VERB
cte-230	23	5	according	accord	VERB
cte-230	23	6	to	to	ADP
cte-230	23	7	the	the	DET
cte-230	23	8	most	most	ADJ
cte-230	23	9	"	"	PUNCT
cte-230	23	10	oleksyuk@fizmat.tnpu.edu.ua	oleksyuk@fizmat.tnpu.edu.ua	PROPN
cte-230	23	11	(	(	PUNCT
cte-230	23	12	v.	v.	ADP
cte-230	23	13	p.	p.	NOUN
cte-230	23	14	oleksiuk	oleksiuk	NOUN
cte-230	23	15	)	)	PUNCT
cte-230	23	16	;	;	PUNCT
cte-230	24	1	o.oleksyuk@ippo.edu.te.ua	o.oleksyuk@ippo.edu.te.ua	PRON
cte-230	24	2	(	(	PUNCT
cte-230	24	3	o.	o.	PROPN
cte-230	24	4	r.	r.	PROPN
cte-230	24	5	oleksiuk	oleksiuk	PROPN
cte-230	24	6	)	)	PUNCT
cte-230	24	7	;	;	PUNCT
cte-230	24	8	oleg.spirin@gmail.com	oleg.spirin@gmail.com	X
cte-230	24	9	(	(	PUNCT
cte-230	24	10	o.	o.	PROPN
cte-230	24	11	m.	m.	NOUN
cte-230	24	12	spirin	spirin	PROPN
cte-230	24	13	)	)	PUNCT
cte-230	24	14	;	;	PUNCT
cte-230	24	15	nadbal@fizmat.tnpu.edu.ua	nadbal@fizmat.tnpu.edu.ua	NUM
cte-230	24	16	(	(	PUNCT
cte-230	24	17	n.	n.	PROPN
cte-230	24	18	r.	r.	PROPN
cte-230	24	19	balyk	balyk	PROPN
cte-230	24	20	)	)	PUNCT
cte-230	24	21	;	;	PUNCT
cte-230	24	22	yava@fizmat.tnpu.edu.ua	yava@fizmat.tnpu.edu.ua	PROPN
cte-230	24	23	(	(	PUNCT
cte-230	24	24	y.	y.	PROPN
cte-230	24	25	p.	p.	PROPN
cte-230	24	26	vasylenko	vasylenko	PROPN
cte-230	24	27	)	)	PUNCT
cte-230	25	1	~	~	PUNCT
cte-230	25	2	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/186-oleksyuk	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/186-oleksyuk	NOUN
cte-230	25	3	(	(	PUNCT
cte-230	25	4	v.	v.	ADP
cte-230	25	5	p.	p.	NOUN
cte-230	25	6	oleksiuk	oleksiuk	NOUN
cte-230	25	7	)	)	PUNCT
cte-230	25	8	;	;	PUNCT
cte-230	25	9	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/137-nadbal	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/137-nadbal	PROPN
cte-230	25	10	(	(	PUNCT
cte-230	25	11	n.	n.	PROPN
cte-230	25	12	r.	r.	PROPN
cte-230	25	13	balyk	balyk	NOUN
cte-230	25	14	)	)	PUNCT
cte-230	25	15	�	�	PROPN
cte-230	25	16	0000	0000	NUM
cte-230	25	17	-	-	PUNCT
cte-230	25	18	0003	0003	NUM
cte-230	25	19	-	-	PUNCT
cte-230	25	20	2206	2206	NUM
cte-230	25	21	-	-	PUNCT
cte-230	25	22	8447	8447	NUM
cte-230	25	23	(	(	PUNCT
cte-230	25	24	v.	v.	ADP
cte-230	25	25	p.	p.	NOUN
cte-230	25	26	oleksiuk	oleksiuk	NOUN
cte-230	25	27	)	)	PUNCT
cte-230	25	28	;	;	PUNCT
cte-230	25	29	0000	0000	NUM
cte-230	25	30	-	-	PUNCT
cte-230	25	31	0002	0002	NUM
cte-230	25	32	-	-	PUNCT
cte-230	25	33	1454	1454	NUM
cte-230	25	34	-	-	PUNCT
cte-230	25	35	0046	0046	NUM
cte-230	25	36	(	(	PUNCT
cte-230	25	37	o.	o.	PROPN
cte-230	25	38	r.	r.	PROPN
cte-230	25	39	oleksiuk	oleksiuk	PROPN
cte-230	25	40	)	)	PUNCT
cte-230	25	41	;	;	PUNCT
cte-230	25	42	0000	0000	NUM
cte-230	25	43	-	-	PUNCT
cte-230	25	44	0002	0002	NUM
cte-230	25	45	-	-	PUNCT
cte-230	25	46	9594	9594	NUM
cte-230	25	47	-	-	SYM
cte-230	25	48	6602	6602	NUM
cte-230	25	49	(	(	PUNCT
cte-230	25	50	o.	o.	NOUN
cte-230	25	51	m.	m.	NOUN
cte-230	25	52	spirin	spirin	PROPN
cte-230	25	53	)	)	PUNCT
cte-230	25	54	;	;	PUNCT
cte-230	25	55	0000	0000	NUM
cte-230	25	56	-	-	PUNCT
cte-230	25	57	0002	0002	NUM
cte-230	25	58	-	-	PUNCT
cte-230	25	59	3121	3121	NUM
cte-230	25	60	-	-	SYM
cte-230	25	61	7005	7005	NUM
cte-230	25	62	(	(	PUNCT
cte-230	25	63	n.	n.	PROPN
cte-230	25	64	r.	r.	PROPN
cte-230	25	65	balyk	balyk	PROPN
cte-230	25	66	)	)	PUNCT
cte-230	25	67	;	;	PUNCT
cte-230	25	68	0000	0000	NUM
cte-230	25	69	-	-	PUNCT
cte-230	25	70	0002	0002	NUM
cte-230	25	71	-	-	PUNCT
cte-230	25	72	2520	2520	NUM
cte-230	25	73	-	-	SYM
cte-230	25	74	4515	4515	NUM
cte-230	25	75	(	(	PUNCT
cte-230	25	76	y.	y.	PROPN
cte-230	25	77	p.	p.	PROPN
cte-230	25	78	vasylenko	vasylenko	PROPN
cte-230	25	79	)	)	PUNCT
cte-230	25	80	cte	cte	PROPN
cte-230	25	81	workshop	workshop	NOUN
cte-230	25	82	proceedings	proceeding	NOUN
cte-230	25	83	©	©	ADP
cte-230	25	84	copyright	copyright	NOUN
cte-230	25	85	for	for	ADP
cte-230	25	86	this	this	DET
cte-230	25	87	paper	paper	NOUN
cte-230	25	88	by	by	ADP
cte-230	25	89	its	its	PRON
cte-230	25	90	authors	author	NOUN
cte-230	25	91	,	,	PUNCT
cte-230	25	92	published	publish	VERB
cte-230	25	93	by	by	ADP
cte-230	25	94	academy	academy	NOUN
cte-230	25	95	of	of	ADP
cte-230	25	96	cognitive	cognitive	ADJ
cte-230	25	97	and	and	CCONJ
cte-230	25	98	natural	natural	ADJ
cte-230	25	99	sciences	science	NOUN
cte-230	25	100	(	(	PUNCT
cte-230	25	101	acns	acns	ADJ
cte-230	25	102	)	)	PUNCT
cte-230	25	103	.	.	PUNCT
cte-230	26	1	this	this	PRON
cte-230	26	2	is	be	AUX
cte-230	26	3	an	an	DET
cte-230	26	4	open	open	ADJ
cte-230	26	5	access	access	NOUN
cte-230	26	6	article	article	NOUN
cte-230	26	7	distributed	distribute	VERB
cte-230	26	8	under	under	ADP
cte-230	26	9	the	the	DET
cte-230	26	10	terms	term	NOUN
cte-230	26	11	of	of	ADP
cte-230	26	12	the	the	DET
cte-230	26	13	creative	creative	ADJ
cte-230	26	14	commons	common	NOUN
cte-230	26	15	license	license	NOUN
cte-230	26	16	attribution	attribution	NOUN
cte-230	26	17	4.0	4.0	NUM
cte-230	26	18	international	international	NOUN
cte-230	26	19	(	(	PUNCT
cte-230	26	20	cc	cc	NOUN
cte-230	26	21	by	by	ADP
cte-230	26	22	4.0	4.0	NUM
cte-230	26	23	)	)	PUNCT
cte-230	26	24	,	,	PUNCT
cte-230	26	25	which	which	PRON
cte-230	26	26	permits	permit	VERB
cte-230	26	27	unrestricted	unrestricted	ADJ
cte-230	26	28	use	use	NOUN
cte-230	26	29	,	,	PUNCT
cte-230	26	30	distribution	distribution	NOUN
cte-230	26	31	,	,	PUNCT
cte-230	26	32	and	and	CCONJ
cte-230	26	33	reproduction	reproduction	NOUN
cte-230	26	34	in	in	ADP
cte-230	26	35	any	any	DET
cte-230	26	36	medium	medium	NOUN
cte-230	26	37	,	,	PUNCT
cte-230	26	38	provided	provide	VERB
cte-230	26	39	the	the	DET
cte-230	26	40	original	original	ADJ
cte-230	26	41	work	work	NOUN
cte-230	26	42	is	be	AUX
cte-230	26	43	properly	properly	ADV
cte-230	26	44	cited	cite	VERB
cte-230	26	45	.	.	PUNCT
cte-230	27	1	165	165	NUM
cte-230	27	2	mailto:oleksyuk@fizmat.tnpu.edu.ua	mailto:oleksyuk@fizmat.tnpu.edu.ua	NOUN
cte-230	27	3	mailto:o.oleksyuk@ippo.edu.te.ua	mailto:o.oleksyuk@ippo.edu.te.ua	PROPN
cte-230	27	4	mailto:oleg.spirin@gmail.com	mailto:oleg.spirin@gmail.com	PROPN
cte-230	27	5	mailto:nadbal@fizmat.tnpu.edu.ua	mailto:nadbal@fizmat.tnpu.edu.ua	PROPN
cte-230	27	6	mailto:yava@fizmat.tnpu.edu.ua	mailto:yava@fizmat.tnpu.edu.ua	PROPN
cte-230	27	7	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/186-oleksyuk	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/186-oleksyuk	PROPN
cte-230	27	8	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/137-nadbal	https://www.fizmat.tnpu.edu.ua/chairs/inform/infoemployees/137-nadbal	PROPN
cte-230	27	9	https://orcid.org/0000-0003-2206-8447	https://orcid.org/0000-0003-2206-8447	PROPN
cte-230	27	10	https://orcid.org/0000-0002-1454-0046	https://orcid.org/0000-0002-1454-0046	PROPN
cte-230	27	11	https://orcid.org/0000-0002-9594-6602	https://orcid.org/0000-0002-9594-6602	NOUN
cte-230	27	12	https://orcid.org/0000-0002-3121-7005	https://orcid.org/0000-0002-3121-7005	NOUN
cte-230	27	13	https://orcid.org/0000-0002-2520-4515	https://orcid.org/0000-0002-2520-4515	NOUN
cte-230	27	14	https://acnsci.org/cte	https://acnsci.org/cte	NOUN
cte-230	27	15	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-230	27	16	https://acnsci.org	https://acnsci.org	PROPN
cte-230	27	17	cte	cte	NOUN
cte-230	27	18	workshop	workshop	NOUN
cte-230	27	19	proceedings	proceeding	NOUN
cte-230	27	20	,	,	PUNCT
cte-230	27	21	2021	2021	NUM
cte-230	27	22	,	,	PUNCT
cte-230	27	23	vol	vol	NOUN
cte-230	27	24	.	.	NOUN
cte-230	27	25	8	8	NUM
cte-230	27	26	:	:	PUNCT
cte-230	27	27	cte-2020	cte-2020	NOUN
cte-230	27	28	,	,	PUNCT
cte-230	27	29	pp	pp	ADP
cte-230	27	30	.	.	PUNCT
cte-230	28	1	165	165	NUM
cte-230	28	2	-	-	SYM
cte-230	28	3	178	178	NUM
cte-230	28	4	productive	productive	ADJ
cte-230	28	5	iaas	iaas	NOUN
cte-230	28	6	service	service	NOUN
cte-230	28	7	model	model	NOUN
cte-230	28	8	.	.	PUNCT
cte-230	29	1	a	a	DET
cte-230	29	2	hybrid	hybrid	ADJ
cte-230	29	3	cloud	cloud	NOUN
cte-230	29	4	is	be	AUX
cte-230	29	5	a	a	DET
cte-230	29	6	cost	cost	NOUN
cte-230	29	7	-	-	PUNCT
cte-230	29	8	effective	effective	ADJ
cte-230	29	9	way	way	NOUN
cte-230	29	10	to	to	PART
cte-230	29	11	solve	solve	VERB
cte-230	29	12	the	the	DET
cte-230	29	13	problem	problem	NOUN
cte-230	29	14	of	of	ADP
cte-230	29	15	insufficient	insufficient	ADJ
cte-230	29	16	computing	computing	NOUN
cte-230	29	17	resources	resource	NOUN
cte-230	29	18	.	.	PUNCT
cte-230	30	1	the	the	DET
cte-230	30	2	private	private	ADJ
cte-230	30	3	academic	academic	ADJ
cte-230	30	4	cloud	cloud	NOUN
cte-230	30	5	allows	allow	VERB
cte-230	30	6	the	the	DET
cte-230	30	7	university	university	NOUN
cte-230	30	8	to	to	PART
cte-230	30	9	meet	meet	VERB
cte-230	30	10	the	the	DET
cte-230	30	11	peak	peak	NOUN
cte-230	30	12	demand	demand	NOUN
cte-230	30	13	of	of	ADP
cte-230	30	14	students	student	NOUN
cte-230	30	15	and	and	CCONJ
cte-230	30	16	faculty	faculty	NOUN
cte-230	30	17	through	through	ADP
cte-230	30	18	a	a	DET
cte-230	30	19	combination	combination	NOUN
cte-230	30	20	of	of	ADP
cte-230	30	21	local	local	ADJ
cte-230	30	22	infrastructure	infrastructure	NOUN
cte-230	30	23	and	and	CCONJ
cte-230	30	24	one	one	NUM
cte-230	30	25	or	or	CCONJ
cte-230	30	26	more	more	ADJ
cte-230	30	27	public	public	ADJ
cte-230	30	28	clouds	cloud	NOUN
cte-230	30	29	[	[	X
cte-230	30	30	29	29	NUM
cte-230	30	31	]	]	PUNCT
cte-230	30	32	.	.	PUNCT
cte-230	31	1	various	various	ADJ
cte-230	31	2	commercial	commercial	ADJ
cte-230	31	3	and	and	CCONJ
cte-230	31	4	free	free	ADJ
cte-230	31	5	platforms	platform	NOUN
cte-230	31	6	are	be	AUX
cte-230	31	7	used	use	VERB
cte-230	31	8	in	in	ADP
cte-230	31	9	universities	university	NOUN
cte-230	31	10	to	to	PART
cte-230	31	11	build	build	VERB
cte-230	31	12	private	private	ADJ
cte-230	31	13	academic	academic	ADJ
cte-230	31	14	clouds	cloud	NOUN
cte-230	32	1	[	[	X
cte-230	32	2	1	1	NUM
cte-230	32	3	,	,	PUNCT
cte-230	32	4	2	2	NUM
cte-230	32	5	,	,	PUNCT
cte-230	32	6	6	6	NUM
cte-230	32	7	,	,	PUNCT
cte-230	32	8	12	12	NUM
cte-230	32	9	]	]	PUNCT
cte-230	32	10	.	.	PUNCT
cte-230	33	1	a	a	DET
cte-230	33	2	productive	productive	ADJ
cte-230	33	3	method	method	NOUN
cte-230	33	4	of	of	ADP
cte-230	33	5	deploying	deploy	VERB
cte-230	33	6	private	private	ADJ
cte-230	33	7	academic	academic	ADJ
cte-230	33	8	clouds	cloud	NOUN
cte-230	33	9	is	be	AUX
cte-230	33	10	to	to	PART
cte-230	33	11	use	use	VERB
cte-230	33	12	solutions	solution	NOUN
cte-230	33	13	from	from	ADP
cte-230	33	14	leading	lead	VERB
cte-230	33	15	cloud	cloud	NOUN
cte-230	33	16	vendors	vendor	NOUN
cte-230	33	17	such	such	ADJ
cte-230	33	18	as	as	ADP
cte-230	33	19	google	google	PROPN
cte-230	33	20	inc	inc	PROPN
cte-230	33	21	.	.	PROPN
cte-230	33	22	,	,	PUNCT
cte-230	33	23	microsoft	microsoft	PROPN
cte-230	33	24	,	,	PUNCT
cte-230	33	25	amazon	amazon	NOUN
cte-230	33	26	and	and	CCONJ
cte-230	33	27	others	other	NOUN
cte-230	33	28	.	.	PUNCT
cte-230	34	1	google	google	PROPN
cte-230	34	2	inc	inc	PROPN
cte-230	34	3	.	.	PROPN
cte-230	34	4	offers	offer	VERB
cte-230	34	5	researchers	researcher	NOUN
cte-230	34	6	,	,	PUNCT
cte-230	34	7	universities	university	NOUN
cte-230	34	8	,	,	PUNCT
cte-230	34	9	faculties	faculty	NOUN
cte-230	34	10	,	,	PUNCT
cte-230	34	11	faculty	faculty	NOUN
cte-230	34	12	and	and	CCONJ
cte-230	34	13	students	student	NOUN
cte-230	34	14	grants	grant	NOUN
cte-230	34	15	and	and	CCONJ
cte-230	34	16	loans	loan	NOUN
cte-230	34	17	for	for	ADP
cte-230	34	18	teaching	teaching	NOUN
cte-230	34	19	and	and	CCONJ
cte-230	34	20	research	research	NOUN
cte-230	34	21	.	.	PUNCT
cte-230	35	1	in	in	ADP
cte-230	35	2	particular	particular	ADJ
cte-230	35	3	,	,	PUNCT
cte-230	35	4	leading	leading	ADJ
cte-230	35	5	european	european	ADJ
cte-230	35	6	educational	educational	ADJ
cte-230	35	7	institutions	institution	NOUN
cte-230	35	8	can	can	AUX
cte-230	35	9	access	access	VERB
cte-230	35	10	google	google	PROPN
cte-230	35	11	cloud	cloud	NOUN
cte-230	35	12	within	within	ADP
cte-230	35	13	the	the	DET
cte-230	35	14	internet2	internet2	PROPN
cte-230	35	15	project	project	NOUN
cte-230	35	16	[	[	X
cte-230	35	17	10	10	NUM
cte-230	35	18	]	]	PUNCT
cte-230	35	19	.	.	PUNCT
cte-230	36	1	unfortunately	unfortunately	ADV
cte-230	36	2	,	,	PUNCT
cte-230	36	3	these	these	DET
cte-230	36	4	opportunities	opportunity	NOUN
cte-230	36	5	are	be	AUX
cte-230	36	6	not	not	PART
cte-230	36	7	currently	currently	ADV
cte-230	36	8	available	available	ADJ
cte-230	36	9	for	for	ADP
cte-230	36	10	our	our	PRON
cte-230	36	11	country	country	NOUN
cte-230	36	12	(	(	PUNCT
cte-230	36	13	ukraine	ukraine	NOUN
cte-230	36	14	)	)	PUNCT
cte-230	36	15	.	.	PUNCT
cte-230	37	1	for	for	ADP
cte-230	37	2	example	example	NOUN
cte-230	37	3	,	,	PUNCT
cte-230	37	4	microsoft	microsoft	PROPN
cte-230	37	5	educator	educator	NOUN
cte-230	37	6	grant	grant	NOUN
cte-230	37	7	is	be	AUX
cte-230	37	8	a	a	DET
cte-230	37	9	program	program	NOUN
cte-230	37	10	designed	design	VERB
cte-230	37	11	specifically	specifically	ADV
cte-230	37	12	to	to	PART
cte-230	37	13	provide	provide	VERB
cte-230	37	14	access	access	NOUN
cte-230	37	15	to	to	ADP
cte-230	37	16	microsoft	microsoft	PROPN
cte-230	37	17	azure	azure	NOUN
cte-230	37	18	to	to	ADP
cte-230	37	19	college	college	NOUN
cte-230	37	20	and	and	CCONJ
cte-230	37	21	university	university	NOUN
cte-230	37	22	professors	professor	NOUN
cte-230	37	23	teaching	teach	VERB
cte-230	37	24	advanced	advanced	ADJ
cte-230	37	25	courses	course	NOUN
cte-230	37	26	.	.	PUNCT
cte-230	38	1	as	as	ADP
cte-230	38	2	part	part	NOUN
cte-230	38	3	of	of	ADP
cte-230	38	4	this	this	DET
cte-230	38	5	program	program	NOUN
cte-230	38	6	,	,	PUNCT
cte-230	38	7	faculty	faculty	NOUN
cte-230	38	8	teaching	teaching	NOUN
cte-230	38	9	azure	azure	NOUN
cte-230	38	10	in	in	ADP
cte-230	38	11	their	their	PRON
cte-230	38	12	curricula	curricula	NOUN
cte-230	38	13	are	be	AUX
cte-230	38	14	awarded	award	VERB
cte-230	38	15	subscriptions	subscription	NOUN
cte-230	38	16	to	to	PART
cte-230	38	17	support	support	VERB
cte-230	38	18	their	their	PRON
cte-230	38	19	course	course	NOUN
cte-230	38	20	[	[	X
cte-230	38	21	18	18	NUM
cte-230	38	22	]	]	PUNCT
cte-230	38	23	.	.	PUNCT
cte-230	39	1	in	in	ADP
cte-230	39	2	general	general	ADJ
cte-230	39	3	,	,	PUNCT
cte-230	39	4	these	these	DET
cte-230	39	5	programs	program	NOUN
cte-230	39	6	are	be	AUX
cte-230	39	7	very	very	ADV
cte-230	39	8	useful	useful	ADJ
cte-230	39	9	and	and	CCONJ
cte-230	39	10	productive	productive	ADJ
cte-230	39	11	.	.	PUNCT
cte-230	40	1	however	however	ADV
cte-230	40	2	,	,	PUNCT
cte-230	40	3	they	they	PRON
cte-230	40	4	are	be	AUX
cte-230	40	5	usually	usually	ADV
cte-230	40	6	provided	provide	VERB
cte-230	40	7	on	on	ADP
cte-230	40	8	a	a	DET
cte-230	40	9	temporary	temporary	ADJ
cte-230	40	10	basis	basis	NOUN
cte-230	40	11	and	and	CCONJ
cte-230	40	12	therefore	therefore	ADV
cte-230	40	13	can	can	AUX
cte-230	40	14	not	not	PART
cte-230	40	15	completely	completely	ADV
cte-230	40	16	replace	replace	VERB
cte-230	40	17	the	the	DET
cte-230	40	18	cloud	cloud	NOUN
cte-230	40	19	-	-	PUNCT
cte-230	40	20	based	base	VERB
cte-230	40	21	it	it	PRON
cte-230	40	22	infrastructure	infrastructure	NOUN
cte-230	40	23	of	of	ADP
cte-230	40	24	universities	university	NOUN
cte-230	40	25	and	and	CCONJ
cte-230	40	26	colleges	college	NOUN
cte-230	40	27	.	.	PUNCT
cte-230	41	1	among	among	ADP
cte-230	41	2	the	the	DET
cte-230	41	3	free	free	ADJ
cte-230	41	4	platforms	platform	NOUN
cte-230	41	5	for	for	ADP
cte-230	41	6	cloud	cloud	NOUN
cte-230	41	7	infrastructure	infrastructure	NOUN
cte-230	41	8	deployment	deployment	NOUN
cte-230	41	9	,	,	PUNCT
cte-230	41	10	cloudstack	cloudstack	NOUN
cte-230	41	11	,	,	PUNCT
cte-230	41	12	openstack	openstack	PROPN
cte-230	41	13	,	,	PUNCT
cte-230	41	14	proxmox	proxmox	NOUN
cte-230	41	15	,	,	PUNCT
cte-230	41	16	and	and	CCONJ
cte-230	41	17	eucalyptus	eucalyptus	NOUN
cte-230	41	18	are	be	AUX
cte-230	41	19	the	the	DET
cte-230	41	20	most	most	ADV
cte-230	41	21	suitable	suitable	ADJ
cte-230	41	22	.	.	PUNCT
cte-230	42	1	each	each	PRON
cte-230	42	2	of	of	ADP
cte-230	42	3	them	they	PRON
cte-230	42	4	has	have	VERB
cte-230	42	5	its	its	PRON
cte-230	42	6	advantages	advantage	NOUN
cte-230	42	7	and	and	CCONJ
cte-230	42	8	disadvantages	disadvantage	NOUN
cte-230	42	9	.	.	PUNCT
cte-230	43	1	there	there	PRON
cte-230	43	2	are	be	VERB
cte-230	43	3	many	many	ADJ
cte-230	43	4	attempts	attempt	NOUN
cte-230	43	5	to	to	PART
cte-230	43	6	compare	compare	VERB
cte-230	43	7	these	these	DET
cte-230	43	8	platforms	platform	NOUN
cte-230	43	9	.	.	PUNCT
cte-230	44	1	the	the	DET
cte-230	44	2	authors	author	NOUN
cte-230	44	3	of	of	ADP
cte-230	44	4	articles	article	NOUN
cte-230	44	5	comparing	compare	VERB
cte-230	44	6	such	such	ADJ
cte-230	44	7	platforms	platform	NOUN
cte-230	44	8	state	state	NOUN
cte-230	44	9	[	[	X
cte-230	44	10	7	7	NUM
cte-230	44	11	,	,	PUNCT
cte-230	44	12	18	18	NUM
cte-230	44	13	]	]	PUNCT
cte-230	44	14	:	:	PUNCT
cte-230	44	15	•	•	NUM
cte-230	44	16	openstack	openstack	PROPN
cte-230	44	17	has	have	VERB
cte-230	44	18	large	large	ADJ
cte-230	44	19	community	community	NOUN
cte-230	44	20	,	,	PUNCT
cte-230	44	21	offers	offer	VERB
cte-230	44	22	wide	wide	ADJ
cte-230	44	23	integration	integration	NOUN
cte-230	44	24	with	with	ADP
cte-230	44	25	storage	storage	NOUN
cte-230	44	26	,	,	PUNCT
cte-230	44	27	network	network	NOUN
cte-230	44	28	and	and	CCONJ
cte-230	44	29	compute	compute	NOUN
cte-230	44	30	technologies	technology	NOUN
cte-230	44	31	,	,	PUNCT
cte-230	44	32	but	but	CCONJ
cte-230	44	33	is	be	AUX
cte-230	44	34	too	too	ADV
cte-230	44	35	complex	complex	ADJ
cte-230	44	36	to	to	PART
cte-230	44	37	deploy	deploy	VERB
cte-230	44	38	and	and	CCONJ
cte-230	44	39	configure	configure	NOUN
cte-230	44	40	;	;	PUNCT
cte-230	44	41	•	•	NOUN
cte-230	44	42	eucalyptus	eucalyptus	NOUN
cte-230	44	43	the	the	DET
cte-230	44	44	longest	long	ADV
cte-230	44	45	-	-	PUNCT
cte-230	44	46	standing	stand	VERB
cte-230	44	47	open	open	ADJ
cte-230	44	48	source	source	NOUN
cte-230	44	49	project	project	NOUN
cte-230	44	50	is	be	AUX
cte-230	44	51	banking	bank	VERB
cte-230	44	52	on	on	ADP
cte-230	44	53	its	its	PRON
cte-230	44	54	very	very	ADV
cte-230	44	55	tight	tight	ADJ
cte-230	44	56	technical	technical	ADJ
cte-230	44	57	ties	tie	NOUN
cte-230	44	58	to	to	ADP
cte-230	44	59	amazon	amazon	PROPN
cte-230	44	60	web	web	NOUN
cte-230	44	61	services	service	NOUN
cte-230	44	62	(	(	PUNCT
cte-230	44	63	aws	aw	NOUN
cte-230	44	64	)	)	PUNCT
cte-230	44	65	.	.	PUNCT
cte-230	45	1	the	the	DET
cte-230	45	2	platform	platform	NOUN
cte-230	45	3	is	be	AUX
cte-230	45	4	configurable	configurable	ADJ
cte-230	45	5	,	,	PUNCT
cte-230	45	6	but	but	CCONJ
cte-230	45	7	not	not	PART
cte-230	45	8	very	very	ADV
cte-230	45	9	customizable	customizable	ADJ
cte-230	45	10	;	;	PUNCT
cte-230	45	11	•	•	NUM
cte-230	45	12	proxmox	proxmox	NOUN
cte-230	45	13	is	be	AUX
cte-230	45	14	open	open	ADJ
cte-230	45	15	source	source	NOUN
cte-230	45	16	platform	platform	NOUN
cte-230	45	17	.	.	PUNCT
cte-230	46	1	it	it	PRON
cte-230	46	2	can	can	AUX
cte-230	46	3	provide	provide	VERB
cte-230	46	4	easy	easy	ADJ
cte-230	46	5	way	way	NOUN
cte-230	46	6	to	to	ADP
cte-230	46	7	deployment	deployment	ADJ
cte-230	46	8	cloud	cloud	NOUN
cte-230	46	9	infrastructure	infrastructure	NOUN
cte-230	46	10	.	.	PUNCT
cte-230	47	1	but	but	CCONJ
cte-230	47	2	it	it	PRON
cte-230	47	3	is	be	AUX
cte-230	47	4	not	not	PART
cte-230	47	5	very	very	ADV
cte-230	47	6	suitable	suitable	ADJ
cte-230	47	7	as	as	ADP
cte-230	47	8	a	a	DET
cte-230	47	9	platform	platform	NOUN
cte-230	47	10	for	for	ADP
cte-230	47	11	a	a	DET
cte-230	47	12	private	private	ADJ
cte-230	47	13	cloud	cloud	NOUN
cte-230	47	14	in	in	ADP
cte-230	47	15	the	the	DET
cte-230	47	16	clbe	clbe	NOUN
cte-230	47	17	;	;	PUNCT
cte-230	47	18	•	•	NUM
cte-230	47	19	cloudstack	cloudstack	NOUN
cte-230	47	20	has	have	AUX
cte-230	47	21	well	well	ADV
cte-230	47	22	rounted	rounte	VERB
cte-230	47	23	gui	gui	NOUN
cte-230	47	24	,	,	PUNCT
cte-230	47	25	can	can	AUX
cte-230	47	26	provide	provide	VERB
cte-230	47	27	an	an	DET
cte-230	47	28	advanced	advanced	ADJ
cte-230	47	29	cloud	cloud	NOUN
cte-230	47	30	infrastructure	infrastructure	NOUN
cte-230	47	31	,	,	PUNCT
cte-230	47	32	but	but	CCONJ
cte-230	47	33	it	it	PRON
cte-230	47	34	is	be	AUX
cte-230	47	35	very	very	ADV
cte-230	47	36	gui	gui	NOUN
cte-230	47	37	centric	centric	NOUN
cte-230	47	38	built	build	VERB
cte-230	47	39	on	on	ADP
cte-230	47	40	single	single	ADJ
cte-230	47	41	java	java	PROPN
cte-230	47	42	core	core	NOUN
cte-230	47	43	.	.	PUNCT
cte-230	48	1	we	we	PRON
cte-230	48	2	have	have	AUX
cte-230	48	3	deployed	deploy	VERB
cte-230	48	4	private	private	ADJ
cte-230	48	5	academic	academic	ADJ
cte-230	48	6	cloud	cloud	NOUN
cte-230	48	7	based	base	VERB
cte-230	48	8	on	on	ADP
cte-230	48	9	the	the	DET
cte-230	48	10	apache	apache	NOUN
cte-230	48	11	cloudstack	cloudstack	NOUN
cte-230	48	12	platform	platform	NOUN
cte-230	48	13	.	.	PUNCT
cte-230	49	1	it	it	PRON
cte-230	49	2	contains	contain	VERB
cte-230	49	3	a	a	DET
cte-230	49	4	management	management	NOUN
cte-230	49	5	server	server	NOUN
cte-230	49	6	,	,	PUNCT
cte-230	49	7	4	4	NUM
cte-230	49	8	hosts	host	NOUN
cte-230	49	9	,	,	PUNCT
cte-230	49	10	4	4	NUM
cte-230	49	11	primaries	primary	NOUN
cte-230	49	12	and	and	CCONJ
cte-230	49	13	1	1	NUM
cte-230	49	14	secondary	secondary	ADJ
cte-230	49	15	storage	storage	NOUN
cte-230	49	16	.	.	PUNCT
cte-230	50	1	we	we	PRON
cte-230	50	2	decided	decide	VERB
cte-230	50	3	to	to	PART
cte-230	50	4	use	use	VERB
cte-230	50	5	hypervisors	hypervisor	NOUN
cte-230	50	6	instead	instead	ADV
cte-230	50	7	of	of	ADP
cte-230	50	8	containers	container	NOUN
cte-230	50	9	.	.	PUNCT
cte-230	51	1	this	this	PRON
cte-230	51	2	is	be	AUX
cte-230	51	3	because	because	SCONJ
cte-230	51	4	the	the	DET
cte-230	51	5	former	former	ADJ
cte-230	51	6	are	be	AUX
cte-230	51	7	more	more	ADV
cte-230	51	8	versatile	versatile	ADJ
cte-230	51	9	.	.	PUNCT
cte-230	52	1	in	in	ADP
cte-230	52	2	addition	addition	NOUN
cte-230	52	3	,	,	PUNCT
cte-230	52	4	the	the	DET
cte-230	52	5	use	use	NOUN
cte-230	52	6	of	of	ADP
cte-230	52	7	hypervisors	hypervisor	NOUN
cte-230	52	8	is	be	AUX
cte-230	52	9	safer	safe	ADJ
cte-230	52	10	than	than	ADP
cte-230	52	11	containers	container	NOUN
cte-230	52	12	.	.	PUNCT
cte-230	53	1	to	to	PART
cte-230	53	2	save	save	VERB
cte-230	53	3	computing	computing	NOUN
cte-230	53	4	resources	resource	NOUN
cte-230	53	5	,	,	PUNCT
cte-230	53	6	we	we	PRON
cte-230	53	7	have	have	AUX
cte-230	53	8	installed	instal	VERB
cte-230	53	9	primary	primary	ADJ
cte-230	53	10	storage	storage	NOUN
cte-230	53	11	on	on	ADP
cte-230	53	12	the	the	DET
cte-230	53	13	hosts	host	NOUN
cte-230	53	14	.	.	PUNCT
cte-230	54	1	we	we	PRON
cte-230	54	2	used	use	VERB
cte-230	54	3	vlans	vlan	NOUN
cte-230	54	4	to	to	PART
cte-230	54	5	distribute	distribute	VERB
cte-230	54	6	traffic	traffic	NOUN
cte-230	54	7	across	across	ADP
cte-230	54	8	individual	individual	ADJ
cte-230	54	9	networks	network	NOUN
cte-230	54	10	.	.	PUNCT
cte-230	55	1	these	these	DET
cte-230	55	2	networks	network	NOUN
cte-230	55	3	can	can	AUX
cte-230	55	4	be	be	AUX
cte-230	55	5	allocated	allocate	VERB
cte-230	55	6	to	to	ADP
cte-230	55	7	groups	group	NOUN
cte-230	55	8	or	or	CCONJ
cte-230	55	9	individual	individual	ADJ
cte-230	55	10	students	student	NOUN
cte-230	55	11	.	.	PUNCT
cte-230	56	1	in	in	ADP
cte-230	56	2	general	general	ADJ
cte-230	56	3	,	,	PUNCT
cte-230	56	4	our	our	PRON
cte-230	56	5	private	private	ADJ
cte-230	56	6	academic	academic	ADJ
cte-230	56	7	cloud	cloud	NOUN
cte-230	56	8	provides	provide	VERB
cte-230	56	9	[	[	X
cte-230	56	10	7	7	NUM
cte-230	56	11	]	]	SYM
cte-230	56	12	:	:	PUNCT
cte-230	56	13	•	•	NUM
cte-230	56	14	development	development	NOUN
cte-230	56	15	and	and	CCONJ
cte-230	56	16	execution	execution	NOUN
cte-230	56	17	of	of	ADP
cte-230	56	18	student	student	NOUN
cte-230	56	19	virtual	virtual	ADJ
cte-230	56	20	machines	machine	NOUN
cte-230	56	21	;	;	PUNCT
cte-230	57	1	•	•	NUM
cte-230	57	2	aggregation	aggregation	NOUN
cte-230	57	3	of	of	ADP
cte-230	57	4	computing	compute	VERB
cte-230	57	5	resources	resource	NOUN
cte-230	57	6	of	of	ADP
cte-230	57	7	several	several	ADJ
cte-230	57	8	hosts	host	NOUN
cte-230	57	9	;	;	PUNCT
cte-230	57	10	•	•	NUM
cte-230	57	11	vm	vm	NOUN
cte-230	57	12	migration	migration	NOUN
cte-230	57	13	between	between	ADP
cte-230	57	14	repositories	repository	NOUN
cte-230	57	15	;	;	PUNCT
cte-230	57	16	•	•	NUM
cte-230	57	17	vm	vm	NOUN
cte-230	57	18	connections	connection	NOUN
cte-230	57	19	to	to	ADP
cte-230	57	20	each	each	DET
cte-230	57	21	other	other	ADJ
cte-230	57	22	through	through	ADP
cte-230	57	23	guest	guest	NOUN
cte-230	57	24	networks	network	NOUN
cte-230	57	25	;	;	PUNCT
cte-230	57	26	•	•	ADP
cte-230	57	27	launching	launch	VERB
cte-230	57	28	vms	vms	PROPN
cte-230	57	29	within	within	ADP
cte-230	57	30	other	other	ADJ
cte-230	57	31	vms	vms	NOUN
cte-230	57	32	;	;	PUNCT
cte-230	57	33	166	166	NUM
cte-230	57	34	cte	cte	NOUN
cte-230	57	35	workshop	workshop	NOUN
cte-230	57	36	proceedings	proceeding	NOUN
cte-230	57	37	,	,	PUNCT
cte-230	57	38	2021	2021	NUM
cte-230	57	39	,	,	PUNCT
cte-230	57	40	vol	vol	NOUN
cte-230	57	41	.	.	NOUN
cte-230	57	42	8	8	NUM
cte-230	57	43	:	:	PUNCT
cte-230	57	44	cte-2020	cte-2020	NOUN
cte-230	57	45	,	,	PUNCT
cte-230	57	46	pp	pp	ADP
cte-230	57	47	.	.	PUNCT
cte-230	58	1	165	165	NUM
cte-230	58	2	-	-	SYM
cte-230	58	3	178	178	NUM
cte-230	58	4	•	•	NOUN
cte-230	58	5	integration	integration	NOUN
cte-230	58	6	with	with	ADP
cte-230	58	7	active	active	ADJ
cte-230	58	8	directory	directory	NOUN
cte-230	58	9	;	;	PUNCT
cte-230	58	10	•	•	NUM
cte-230	58	11	distribution	distribution	NOUN
cte-230	58	12	of	of	ADP
cte-230	58	13	student	student	NOUN
cte-230	58	14	accounts	account	NOUN
cte-230	58	15	according	accord	VERB
cte-230	58	16	to	to	ADP
cte-230	58	17	their	their	PRON
cte-230	58	18	academic	academic	ADJ
cte-230	58	19	groups	group	NOUN
cte-230	58	20	.	.	PUNCT
cte-230	59	1	there	there	PRON
cte-230	59	2	are	be	VERB
cte-230	59	3	many	many	ADJ
cte-230	59	4	problems	problem	NOUN
cte-230	59	5	and	and	CCONJ
cte-230	59	6	corresponding	corresponding	ADJ
cte-230	59	7	tasks	task	NOUN
cte-230	59	8	in	in	ADP
cte-230	59	9	the	the	DET
cte-230	59	10	process	process	NOUN
cte-230	59	11	private	private	ADJ
cte-230	59	12	academic	academic	ADJ
cte-230	59	13	cloud	cloud	NOUN
cte-230	59	14	using	use	VERB
cte-230	59	15	.	.	PUNCT
cte-230	60	1	the	the	DET
cte-230	60	2	purpose	purpose	NOUN
cte-230	60	3	of	of	ADP
cte-230	60	4	the	the	DET
cte-230	60	5	article	article	NOUN
cte-230	60	6	is	be	AUX
cte-230	60	7	to	to	PART
cte-230	60	8	systematize	systematize	VERB
cte-230	60	9	author	author	NOUN
cte-230	60	10	’s	’s	PART
cte-230	60	11	experience	experience	NOUN
cte-230	60	12	in	in	ADP
cte-230	60	13	maintenance	maintenance	NOUN
cte-230	60	14	the	the	DET
cte-230	60	15	cloud	cloud	NOUN
cte-230	60	16	based	base	VERB
cte-230	60	17	learning	learn	VERB
cte-230	60	18	environment	environment	NOUN
cte-230	60	19	.	.	PUNCT
cte-230	61	1	the	the	DET
cte-230	61	2	following	follow	VERB
cte-230	61	3	tasks	task	NOUN
cte-230	61	4	are	be	AUX
cte-230	61	5	required	require	VERB
cte-230	61	6	to	to	PART
cte-230	61	7	achieve	achieve	VERB
cte-230	61	8	the	the	DET
cte-230	61	9	goal	goal	NOUN
cte-230	61	10	of	of	ADP
cte-230	61	11	the	the	DET
cte-230	61	12	research	research	NOUN
cte-230	61	13	:	:	PUNCT
cte-230	61	14	1	1	X
cte-230	61	15	.	.	X
cte-230	61	16	analysis	analysis	NOUN
cte-230	61	17	of	of	ADP
cte-230	61	18	maintenance	maintenance	NOUN
cte-230	61	19	tasks	task	NOUN
cte-230	61	20	of	of	ADP
cte-230	61	21	academic	academic	ADJ
cte-230	61	22	clouds	cloud	NOUN
cte-230	61	23	in	in	ADP
cte-230	61	24	foreign	foreign	ADJ
cte-230	61	25	and	and	CCONJ
cte-230	61	26	ukrainian	ukrainian	ADJ
cte-230	61	27	universities	university	NOUN
cte-230	61	28	.	.	PUNCT
cte-230	62	1	2	2	X
cte-230	62	2	.	.	X
cte-230	62	3	definition	definition	NOUN
cte-230	62	4	of	of	ADP
cte-230	62	5	maintenance	maintenance	NOUN
cte-230	62	6	tasks	task	NOUN
cte-230	62	7	of	of	ADP
cte-230	62	8	academic	academic	ADJ
cte-230	62	9	cloud	cloud	NOUN
cte-230	62	10	which	which	PRON
cte-230	62	11	has	have	AUX
cte-230	62	12	deployed	deploy	VERB
cte-230	62	13	by	by	ADP
cte-230	62	14	authors	author	NOUN
cte-230	62	15	.	.	PUNCT
cte-230	63	1	3	3	X
cte-230	63	2	.	.	X
cte-230	63	3	listing	listing	NOUN
cte-230	63	4	and	and	CCONJ
cte-230	63	5	systematization	systematization	NOUN
cte-230	63	6	of	of	ADP
cte-230	63	7	author	author	NOUN
cte-230	63	8	’s	’s	PART
cte-230	63	9	experience	experience	NOUN
cte-230	63	10	in	in	ADP
cte-230	63	11	maintenance	maintenance	NOUN
cte-230	63	12	of	of	ADP
cte-230	63	13	academic	academic	ADJ
cte-230	63	14	cloud	cloud	NOUN
cte-230	63	15	of	of	ADP
cte-230	63	16	ternopil	ternopil	VERB
cte-230	63	17	volodymyr	volodymyr	PROPN
cte-230	63	18	hnatiuk	hnatiuk	PROPN
cte-230	63	19	national	national	PROPN
cte-230	63	20	pedagogical	pedagogical	ADJ
cte-230	63	21	university	university	NOUN
cte-230	63	22	.	.	PUNCT
cte-230	64	1	2	2	X
cte-230	64	2	.	.	X
cte-230	64	3	the	the	DET
cte-230	64	4	private	private	ADJ
cte-230	64	5	clouds	cloud	NOUN
cte-230	64	6	maintenance	maintenance	NOUN
cte-230	64	7	tasks	task	NOUN
cte-230	64	8	as	as	ADP
cte-230	64	9	the	the	DET
cte-230	64	10	experience	experience	NOUN
cte-230	64	11	of	of	ADP
cte-230	64	12	cloud	cloud	ADJ
cte-230	64	13	infrastructure	infrastructure	NOUN
cte-230	64	14	maintenance	maintenance	NOUN
cte-230	64	15	shows	show	NOUN
cte-230	64	16	,	,	PUNCT
cte-230	64	17	this	this	PRON
cte-230	64	18	is	be	AUX
cte-230	64	19	an	an	DET
cte-230	64	20	ongoing	ongoing	ADJ
cte-230	64	21	process	process	NOUN
cte-230	64	22	.	.	PUNCT
cte-230	65	1	it	it	PRON
cte-230	65	2	requires	require	VERB
cte-230	65	3	constant	constant	ADJ
cte-230	65	4	attention	attention	NOUN
cte-230	65	5	from	from	ADP
cte-230	65	6	engineers	engineer	NOUN
cte-230	65	7	,	,	PUNCT
cte-230	65	8	network	network	NOUN
cte-230	65	9	system	system	NOUN
cte-230	65	10	administrators	administrators	PROPN
cte-230	65	11	,	,	PUNCT
cte-230	65	12	teachers	teacher	NOUN
cte-230	65	13	,	,	PUNCT
cte-230	65	14	and	and	CCONJ
cte-230	65	15	student	student	NOUN
cte-230	65	16	involvement	involvement	NOUN
cte-230	65	17	.	.	PUNCT
cte-230	66	1	scientists	scientist	NOUN
cte-230	66	2	describe	describe	VERB
cte-230	66	3	the	the	DET
cte-230	66	4	experience	experience	NOUN
cte-230	66	5	of	of	ADP
cte-230	66	6	deploying	deploy	VERB
cte-230	66	7	an	an	DET
cte-230	66	8	academic	academic	ADJ
cte-230	66	9	private	private	ADJ
cte-230	66	10	cloud	cloud	NOUN
cte-230	66	11	,	,	PUNCT
cte-230	66	12	including	include	VERB
cte-230	66	13	determining	determine	VERB
cte-230	66	14	the	the	DET
cte-230	66	15	performance	performance	NOUN
cte-230	66	16	of	of	ADP
cte-230	66	17	hypervisors	hypervisor	NOUN
cte-230	66	18	and	and	CCONJ
cte-230	66	19	storage	storage	NOUN
cte-230	66	20	[	[	X
cte-230	66	21	25	25	NUM
cte-230	66	22	]	]	PUNCT
cte-230	66	23	.	.	PUNCT
cte-230	67	1	the	the	DET
cte-230	67	2	biggest	big	ADJ
cte-230	67	3	challenge	challenge	NOUN
cte-230	67	4	for	for	ADP
cte-230	67	5	researchers	researcher	NOUN
cte-230	67	6	was	be	AUX
cte-230	67	7	the	the	DET
cte-230	67	8	transition	transition	NOUN
cte-230	67	9	from	from	ADP
cte-230	67	10	a	a	DET
cte-230	67	11	prototype	prototype	NOUN
cte-230	67	12	of	of	ADP
cte-230	67	13	an	an	DET
cte-230	67	14	academic	academic	ADJ
cte-230	67	15	cloud	cloud	NOUN
cte-230	67	16	to	to	ADP
cte-230	67	17	a	a	DET
cte-230	67	18	productive	productive	ADJ
cte-230	67	19	one	one	NUM
cte-230	67	20	.	.	PUNCT
cte-230	68	1	in	in	ADP
cte-230	68	2	this	this	DET
cte-230	68	3	context	context	NOUN
cte-230	68	4	,	,	PUNCT
cte-230	68	5	they	they	PRON
cte-230	68	6	addressed	address	VERB
cte-230	68	7	the	the	DET
cte-230	68	8	problem	problem	NOUN
cte-230	68	9	of	of	ADP
cte-230	68	10	load	load	NOUN
cte-230	68	11	balancing	balancing	NOUN
cte-230	68	12	,	,	PUNCT
cte-230	68	13	elastic	elastic	ADJ
cte-230	68	14	hypervisors	hypervisor	NOUN
cte-230	68	15	,	,	PUNCT
cte-230	68	16	security	security	NOUN
cte-230	68	17	threats	threat	NOUN
cte-230	68	18	.	.	PUNCT
cte-230	69	1	storage	storage	NOUN
cte-230	69	2	backup	backup	NOUN
cte-230	69	3	tasks	task	NOUN
cte-230	69	4	are	be	AUX
cte-230	69	5	also	also	ADV
cte-230	69	6	important	important	ADJ
cte-230	69	7	for	for	ADP
cte-230	69	8	such	such	ADJ
cte-230	69	9	clouds	cloud	NOUN
cte-230	69	10	.	.	PUNCT
cte-230	70	1	the	the	DET
cte-230	70	2	authors	author	NOUN
cte-230	70	3	of	of	ADP
cte-230	70	4	the	the	DET
cte-230	70	5	book	book	NOUN
cte-230	70	6	“	"	PUNCT
cte-230	70	7	data	datum	NOUN
cte-230	70	8	backups	backup	NOUN
cte-230	70	9	and	and	CCONJ
cte-230	70	10	cloud	cloud	NOUN
cte-230	70	11	computing	computing	NOUN
cte-230	70	12	”	"	PUNCT
cte-230	70	13	offer	offer	VERB
cte-230	70	14	the	the	DET
cte-230	70	15	concept	concept	NOUN
cte-230	70	16	of	of	ADP
cte-230	70	17	backup	backup	NOUN
cte-230	70	18	to	to	ADP
cte-230	70	19	cloud	cloud	NOUN
cte-230	70	20	storage	storage	NOUN
cte-230	70	21	.	.	PUNCT
cte-230	71	1	they	they	PRON
cte-230	71	2	say	say	VERB
cte-230	71	3	that	that	SCONJ
cte-230	71	4	both	both	CCONJ
cte-230	71	5	the	the	DET
cte-230	71	6	cloud	cloud	NOUN
cte-230	71	7	provider	provider	NOUN
cte-230	71	8	and	and	CCONJ
cte-230	71	9	the	the	DET
cte-230	71	10	cloud	cloud	NOUN
cte-230	71	11	consumers	consumer	NOUN
cte-230	71	12	have	have	VERB
cte-230	71	13	to	to	PART
cte-230	71	14	take	take	VERB
cte-230	71	15	comprehensive	comprehensive	ADJ
cte-230	71	16	steps	step	NOUN
cte-230	71	17	to	to	PART
cte-230	71	18	ensure	ensure	VERB
cte-230	71	19	appropriate	appropriate	ADJ
cte-230	71	20	configurations	configuration	NOUN
cte-230	71	21	,	,	PUNCT
cte-230	71	22	hardening	harden	VERB
cte-230	71	23	of	of	ADP
cte-230	71	24	the	the	DET
cte-230	71	25	cble	cble	ADJ
cte-230	71	26	,	,	PUNCT
cte-230	71	27	appropriate	appropriate	ADJ
cte-230	71	28	design	design	NOUN
cte-230	71	29	and	and	CCONJ
cte-230	71	30	development	development	NOUN
cte-230	71	31	,	,	PUNCT
cte-230	71	32	appropriate	appropriate	ADJ
cte-230	71	33	interoperability	interoperability	NOUN
cte-230	71	34	,	,	PUNCT
cte-230	71	35	and	and	CCONJ
cte-230	71	36	adequate	adequate	ADJ
cte-230	71	37	testing	testing	NOUN
cte-230	71	38	[	[	X
cte-230	71	39	13	13	NUM
cte-230	71	40	]	]	PUNCT
cte-230	71	41	.	.	PUNCT
cte-230	72	1	scientists	scientist	NOUN
cte-230	72	2	from	from	ADP
cte-230	72	3	the	the	DET
cte-230	72	4	institute	institute	PROPN
cte-230	72	5	of	of	ADP
cte-230	72	6	physics	physics	PROPN
cte-230	72	7	and	and	CCONJ
cte-230	72	8	mechanics	mechanic	NOUN
cte-230	72	9	of	of	ADP
cte-230	72	10	the	the	DET
cte-230	72	11	national	national	PROPN
cte-230	72	12	academy	academy	PROPN
cte-230	72	13	of	of	ADP
cte-230	72	14	sciences	sciences	PROPN
cte-230	72	15	of	of	ADP
cte-230	72	16	ukraine	ukraine	PROPN
cte-230	72	17	and	and	CCONJ
cte-230	72	18	lviv	lviv	PROPN
cte-230	72	19	polytechnic	polytechnic	PROPN
cte-230	72	20	national	national	PROPN
cte-230	72	21	university	university	PROPN
cte-230	72	22	have	have	AUX
cte-230	72	23	developed	develop	VERB
cte-230	72	24	an	an	DET
cte-230	72	25	effective	effective	ADJ
cte-230	72	26	method	method	NOUN
cte-230	72	27	of	of	ADP
cte-230	72	28	deduplication	deduplication	NOUN
cte-230	72	29	and	and	CCONJ
cte-230	72	30	distribution	distribution	NOUN
cte-230	72	31	of	of	ADP
cte-230	72	32	data	datum	NOUN
cte-230	72	33	in	in	ADP
cte-230	72	34	cloud	cloud	NOUN
cte-230	72	35	storage	storage	NOUN
cte-230	72	36	during	during	ADP
cte-230	72	37	the	the	DET
cte-230	72	38	creation	creation	NOUN
cte-230	72	39	of	of	ADP
cte-230	72	40	backups	backup	NOUN
cte-230	72	41	.	.	PUNCT
cte-230	73	1	researchers	researcher	NOUN
cte-230	73	2	have	have	AUX
cte-230	73	3	developed	develop	VERB
cte-230	73	4	an	an	DET
cte-230	73	5	intelligent	intelligent	ADJ
cte-230	73	6	system	system	NOUN
cte-230	73	7	for	for	ADP
cte-230	73	8	such	such	ADJ
cte-230	73	9	deduplication	deduplication	NOUN
cte-230	73	10	and	and	CCONJ
cte-230	73	11	tested	test	VERB
cte-230	73	12	it	it	PRON
cte-230	73	13	[	[	X
cte-230	73	14	21	21	NUM
cte-230	73	15	]	]	PUNCT
cte-230	73	16	.	.	PUNCT
cte-230	74	1	junfeng	junfeng	PROPN
cte-230	74	2	tian	tian	PROPN
cte-230	74	3	,	,	PUNCT
cte-230	74	4	zilong	zilong	ADP
cte-230	74	5	wang	wang	PROPN
cte-230	74	6	and	and	CCONJ
cte-230	74	7	zhen	zhen	PROPN
cte-230	74	8	li	li	PROPN
cte-230	74	9	also	also	ADV
cte-230	74	10	studied	study	VERB
cte-230	74	11	cloud	cloud	ADJ
cte-230	74	12	data	datum	NOUN
cte-230	74	13	backup	backup	NOUN
cte-230	75	1	[	[	X
cte-230	75	2	26	26	NUM
cte-230	75	3	]	]	PUNCT
cte-230	75	4	.	.	PUNCT
cte-230	76	1	the	the	DET
cte-230	76	2	authors	author	NOUN
cte-230	76	3	propose	propose	VERB
cte-230	76	4	a	a	DET
cte-230	76	5	scheme	scheme	NOUN
cte-230	76	6	for	for	ADP
cte-230	76	7	data	data	NOUN
cte-230	76	8	separation	separation	NOUN
cte-230	76	9	and	and	CCONJ
cte-230	76	10	backup	backup	NOUN
cte-230	76	11	and	and	CCONJ
cte-230	76	12	encryption	encryption	NOUN
cte-230	76	13	.	.	PUNCT
cte-230	77	1	they	they	PRON
cte-230	77	2	state	state	VERB
cte-230	77	3	that	that	SCONJ
cte-230	77	4	their	their	PRON
cte-230	77	5	own	own	ADJ
cte-230	77	6	scheme	scheme	NOUN
cte-230	77	7	resolves	resolve	NOUN
cte-230	77	8	the	the	DET
cte-230	77	9	conflict	conflict	NOUN
cte-230	77	10	between	between	ADP
cte-230	77	11	data	datum	NOUN
cte-230	77	12	security	security	NOUN
cte-230	77	13	and	and	CCONJ
cte-230	77	14	the	the	DET
cte-230	77	15	survivability	survivability	NOUN
cte-230	77	16	of	of	ADP
cte-230	77	17	the	the	DET
cte-230	77	18	it	it	PRON
cte-230	77	19	infrastructure	infrastructure	NOUN
cte-230	77	20	with	with	ADP
cte-230	77	21	the	the	DET
cte-230	77	22	help	help	NOUN
cte-230	77	23	of	of	ADP
cte-230	77	24	encrypted	encrypt	VERB
cte-230	77	25	backup	backup	NOUN
cte-230	77	26	.	.	PUNCT
cte-230	78	1	the	the	DET
cte-230	78	2	apache	apache	PROPN
cte-230	78	3	cloudstack	cloudstack	NOUN
cte-230	78	4	cloud	cloud	NOUN
cte-230	78	5	infrastructure	infrastructure	NOUN
cte-230	78	6	redundancy	redundancy	NOUN
cte-230	78	7	model	model	NOUN
cte-230	78	8	developed	develop	VERB
cte-230	78	9	by	by	ADP
cte-230	78	10	paul	paul	PROPN
cte-230	78	11	angus	angus	NOUN
cte-230	78	12	is	be	AUX
cte-230	78	13	very	very	ADV
cte-230	78	14	useful	useful	ADJ
cte-230	78	15	for	for	ADP
cte-230	78	16	our	our	PRON
cte-230	78	17	study	study	NOUN
cte-230	78	18	.	.	PUNCT
cte-230	79	1	it	it	PRON
cte-230	79	2	creates	create	VERB
cte-230	79	3	a	a	DET
cte-230	79	4	vendor	vendor	NOUN
cte-230	79	5	agnostic	agnostic	ADJ
cte-230	79	6	api	api	NOUN
cte-230	79	7	and	and	CCONJ
cte-230	79	8	ui	ui	NOUN
cte-230	79	9	in	in	ADP
cte-230	79	10	cloudstack	cloudstack	NOUN
cte-230	79	11	for	for	ADP
cte-230	79	12	end	end	NOUN
cte-230	79	13	users	user	NOUN
cte-230	79	14	.	.	PUNCT
cte-230	80	1	the	the	DET
cte-230	80	2	author	author	NOUN
cte-230	80	3	’s	’s	PART
cte-230	80	4	framework	framework	NOUN
cte-230	80	5	abstracts	abstract	VERB
cte-230	80	6	the	the	DET
cte-230	80	7	specifics	specific	NOUN
cte-230	80	8	of	of	ADP
cte-230	80	9	solutions	solution	NOUN
cte-230	80	10	,	,	PUNCT
cte-230	80	11	such	such	ADJ
cte-230	80	12	that	that	SCONJ
cte-230	80	13	through	through	ADP
cte-230	80	14	the	the	DET
cte-230	80	15	use	use	NOUN
cte-230	80	16	of	of	ADP
cte-230	80	17	a	a	DET
cte-230	80	18	plugin	plugin	NOUN
cte-230	80	19	,	,	PUNCT
cte-230	80	20	a	a	DET
cte-230	80	21	3rd	3rd	ADJ
cte-230	80	22	party	party	NOUN
cte-230	80	23	solution	solution	NOUN
cte-230	80	24	can	can	AUX
cte-230	80	25	deliver	deliver	VERB
cte-230	80	26	backup	backup	NOUN
cte-230	80	27	and	and	CCONJ
cte-230	80	28	recovery	recovery	NOUN
cte-230	80	29	solutions	solution	NOUN
cte-230	81	1	[	[	X
cte-230	81	2	22	22	NUM
cte-230	81	3	]	]	PUNCT
cte-230	81	4	.	.	PUNCT
cte-230	82	1	3	3	X
cte-230	82	2	.	.	X
cte-230	82	3	definition	definition	NOUN
cte-230	82	4	of	of	ADP
cte-230	82	5	maintenance	maintenance	NOUN
cte-230	82	6	tasks	task	NOUN
cte-230	82	7	of	of	ADP
cte-230	82	8	authors	author	NOUN
cte-230	82	9	’	’	PART
cte-230	82	10	academic	academic	ADJ
cte-230	82	11	cloud	cloud	NOUN
cte-230	82	12	here	here	ADV
cte-230	82	13	are	be	AUX
cte-230	82	14	the	the	DET
cte-230	82	15	main	main	ADJ
cte-230	82	16	tasks	task	NOUN
cte-230	82	17	for	for	ADP
cte-230	82	18	servicing	service	VERB
cte-230	82	19	our	our	PRON
cte-230	82	20	sample	sample	NOUN
cte-230	82	21	private	private	ADJ
cte-230	82	22	academic	academic	ADJ
cte-230	82	23	cloud	cloud	NOUN
cte-230	82	24	:	:	PUNCT
cte-230	82	25	167	167	NUM
cte-230	82	26	cte	cte	NOUN
cte-230	82	27	workshop	workshop	NOUN
cte-230	82	28	proceedings	proceeding	NOUN
cte-230	82	29	,	,	PUNCT
cte-230	82	30	2021	2021	NUM
cte-230	82	31	,	,	PUNCT
cte-230	82	32	vol	vol	NOUN
cte-230	82	33	.	.	NOUN
cte-230	82	34	8	8	NUM
cte-230	82	35	:	:	PUNCT
cte-230	82	36	cte-2020	cte-2020	NOUN
cte-230	82	37	,	,	PUNCT
cte-230	82	38	pp	pp	ADP
cte-230	82	39	.	.	PUNCT
cte-230	83	1	165	165	NUM
cte-230	83	2	-	-	SYM
cte-230	83	3	178	178	NUM
cte-230	83	4	1	1	NUM
cte-230	83	5	.	.	PUNCT
cte-230	84	1	work	work	VERB
cte-230	84	2	with	with	ADP
cte-230	84	3	student	student	NOUN
cte-230	84	4	accounts	account	NOUN
cte-230	84	5	;	;	PUNCT
cte-230	84	6	2	2	X
cte-230	84	7	.	.	X
cte-230	84	8	making	make	VERB
cte-230	84	9	changes	change	NOUN
cte-230	84	10	to	to	ADP
cte-230	84	11	the	the	DET
cte-230	84	12	cloud	cloud	NOUN
cte-230	84	13	infrastructure	infrastructure	NOUN
cte-230	84	14	;	;	PUNCT
cte-230	84	15	3	3	X
cte-230	84	16	.	.	X
cte-230	84	17	creating	create	VERB
cte-230	84	18	vm	vm	PROPN
cte-230	84	19	templates	template	NOUN
cte-230	84	20	;	;	PUNCT
cte-230	84	21	4	4	NUM
cte-230	84	22	.	.	X
cte-230	84	23	vm	vm	PROPN
cte-230	84	24	service	service	PROPN
cte-230	84	25	(	(	PUNCT
cte-230	84	26	system	system	NOUN
cte-230	84	27	,	,	PUNCT
cte-230	84	28	student	student	NOUN
cte-230	84	29	,	,	PUNCT
cte-230	84	30	teacher	teacher	NOUN
cte-230	84	31	)	)	PUNCT
cte-230	84	32	;	;	PUNCT
cte-230	84	33	5	5	X
cte-230	84	34	.	.	X
cte-230	84	35	determining	determine	VERB
cte-230	84	36	the	the	DET
cte-230	84	37	performance	performance	NOUN
cte-230	84	38	of	of	ADP
cte-230	84	39	individual	individual	ADJ
cte-230	84	40	hosts	host	NOUN
cte-230	84	41	and	and	CCONJ
cte-230	84	42	the	the	DET
cte-230	84	43	cloud	cloud	NOUN
cte-230	84	44	as	as	ADP
cte-230	84	45	a	a	DET
cte-230	84	46	whole	whole	NOUN
cte-230	84	47	;	;	PUNCT
cte-230	84	48	6	6	NUM
cte-230	84	49	.	.	X
cte-230	84	50	migration	migration	NOUN
cte-230	84	51	of	of	ADP
cte-230	84	52	vm	vm	PROPN
cte-230	84	53	specimens	specimen	NOUN
cte-230	84	54	;	;	PUNCT
cte-230	84	55	7	7	X
cte-230	84	56	.	.	NOUN
cte-230	84	57	stopping	stop	VERB
cte-230	84	58	and	and	CCONJ
cte-230	84	59	restarting	restart	VERB
cte-230	84	60	physical	physical	ADJ
cte-230	84	61	hosts	host	NOUN
cte-230	84	62	;	;	PUNCT
cte-230	84	63	8	8	NUM
cte-230	84	64	.	.	X
cte-230	84	65	cloud	cloud	PROPN
cte-230	84	66	infrastructure	infrastructure	PROPN
cte-230	84	67	backup	backup	PROPN
cte-230	84	68	.	.	PUNCT
cte-230	85	1	the	the	DET
cte-230	85	2	first	first	ADJ
cte-230	85	3	task	task	NOUN
cte-230	85	4	involves	involve	VERB
cte-230	85	5	creating	create	VERB
cte-230	85	6	student	student	NOUN
cte-230	85	7	and	and	CCONJ
cte-230	85	8	faculty	faculty	NOUN
cte-230	85	9	accounts	account	NOUN
cte-230	85	10	.	.	PUNCT
cte-230	86	1	we	we	PRON
cte-230	86	2	authenticate	authenticate	VERB
cte-230	86	3	users	user	NOUN
cte-230	86	4	of	of	ADP
cte-230	86	5	the	the	DET
cte-230	86	6	academic	academic	ADJ
cte-230	86	7	cloud	cloud	NOUN
cte-230	86	8	from	from	ADP
cte-230	86	9	a	a	DET
cte-230	86	10	centralized	centralized	ADJ
cte-230	86	11	database	database	NOUN
cte-230	86	12	–	–	PUNCT
cte-230	86	13	ldap	ldap	NOUN
cte-230	86	14	-	-	PUNCT
cte-230	86	15	directory	directory	NOUN
cte-230	86	16	(	(	PUNCT
cte-230	86	17	microsoft	microsoft	PROPN
cte-230	86	18	active	active	PROPN
cte-230	86	19	directory	directory	PROPN
cte-230	86	20	)	)	PUNCT
cte-230	86	21	.	.	PUNCT
cte-230	87	1	this	this	DET
cte-230	87	2	approach	approach	NOUN
cte-230	87	3	makes	make	VERB
cte-230	87	4	it	it	PRON
cte-230	87	5	possible	possible	ADJ
cte-230	87	6	to	to	PART
cte-230	87	7	use	use	VERB
cte-230	87	8	single	single	ADJ
cte-230	87	9	registration	registration	NOUN
cte-230	87	10	data	datum	NOUN
cte-230	87	11	to	to	PART
cte-230	87	12	access	access	VERB
cte-230	87	13	all	all	DET
cte-230	87	14	hybrid	hybrid	ADJ
cte-230	87	15	it	it	PRON
cte-230	87	16	infrastructure	infrastructure	NOUN
cte-230	87	17	services	service	NOUN
cte-230	87	18	.	.	PUNCT
cte-230	88	1	we	we	PRON
cte-230	88	2	used	use	VERB
cte-230	88	3	cloudstack	cloudstack	NOUN
cte-230	88	4	domains	domain	NOUN
cte-230	88	5	to	to	PART
cte-230	88	6	distribute	distribute	VERB
cte-230	88	7	students	student	NOUN
cte-230	88	8	according	accord	VERB
cte-230	88	9	to	to	ADP
cte-230	88	10	academic	academic	ADJ
cte-230	88	11	groups	group	NOUN
cte-230	88	12	.	.	PUNCT
cte-230	89	1	adding	add	VERB
cte-230	89	2	users	user	NOUN
cte-230	89	3	to	to	ADP
cte-230	89	4	them	they	PRON
cte-230	89	5	is	be	AUX
cte-230	89	6	possible	possible	ADJ
cte-230	89	7	in	in	ADP
cte-230	89	8	automatic	automatic	ADJ
cte-230	89	9	(	(	PUNCT
cte-230	89	10	using	use	VERB
cte-230	89	11	links	link	NOUN
cte-230	89	12	at	at	ADP
cte-230	89	13	the	the	DET
cte-230	89	14	first	first	ADJ
cte-230	89	15	successful	successful	ADJ
cte-230	89	16	authentication	authentication	NOUN
cte-230	89	17	)	)	PUNCT
cte-230	89	18	and	and	CCONJ
cte-230	89	19	manual	manual	ADJ
cte-230	89	20	mode	mode	NOUN
cte-230	89	21	.	.	PUNCT
cte-230	90	1	unfortunately	unfortunately	ADV
cte-230	90	2	,	,	PUNCT
cte-230	90	3	due	due	ADP
cte-230	90	4	to	to	ADP
cte-230	90	5	the	the	DET
cte-230	90	6	incompatibility	incompatibility	NOUN
cte-230	90	7	of	of	ADP
cte-230	90	8	our	our	PRON
cte-230	90	9	users	user	NOUN
cte-230	90	10	’	'	PUNCT
cte-230	90	11	logins	login	NOUN
cte-230	90	12	with	with	ADP
cte-230	90	13	the	the	DET
cte-230	90	14	apache	apache	NOUN
cte-230	90	15	cloudstack	cloudstack	NOUN
cte-230	90	16	platform	platform	NOUN
cte-230	90	17	,	,	PUNCT
cte-230	90	18	we	we	PRON
cte-230	90	19	had	have	VERB
cte-230	90	20	to	to	PART
cte-230	90	21	choose	choose	VERB
cte-230	90	22	the	the	DET
cte-230	90	23	manual	manual	ADJ
cte-230	90	24	mode	mode	NOUN
cte-230	90	25	.	.	PUNCT
cte-230	91	1	to	to	PART
cte-230	91	2	reduce	reduce	VERB
cte-230	91	3	the	the	DET
cte-230	91	4	technical	technical	ADJ
cte-230	91	5	work	work	NOUN
cte-230	91	6	involved	involve	VERB
cte-230	91	7	in	in	ADP
cte-230	91	8	finding	find	VERB
cte-230	91	9	ldap	ldap	PROPN
cte-230	91	10	directory	directory	NOUN
cte-230	91	11	entries	entry	NOUN
cte-230	91	12	,	,	PUNCT
cte-230	91	13	we	we	PRON
cte-230	91	14	have	have	AUX
cte-230	91	15	created	create	VERB
cte-230	91	16	several	several	ADJ
cte-230	91	17	queries	query	NOUN
cte-230	91	18	to	to	PART
cte-230	91	19	filter	filter	NOUN
cte-230	91	20	user	user	NOUN
cte-230	91	21	account	account	PROPN
cte-230	91	22	data	datum	NOUN
cte-230	91	23	.	.	PUNCT
cte-230	92	1	maintenance	maintenance	NOUN
cte-230	92	2	of	of	ADP
cte-230	92	3	our	our	PRON
cte-230	92	4	developed	develop	VERB
cte-230	92	5	cloud	cloud	NOUN
cte-230	92	6	infrastructure	infrastructure	NOUN
cte-230	92	7	involves	involve	VERB
cte-230	92	8	the	the	DET
cte-230	92	9	implementation	implementation	NOUN
cte-230	92	10	of	of	ADP
cte-230	92	11	tasks	task	NOUN
cte-230	92	12	such	such	ADJ
cte-230	92	13	as	as	ADP
cte-230	92	14	:	:	PUNCT
cte-230	92	15	•	•	NUM
cte-230	92	16	changing	change	VERB
cte-230	92	17	the	the	DET
cte-230	92	18	parameters	parameter	NOUN
cte-230	92	19	of	of	ADP
cte-230	92	20	the	the	DET
cte-230	92	21	components	component	NOUN
cte-230	92	22	of	of	ADP
cte-230	92	23	the	the	DET
cte-230	92	24	cloud	cloud	NOUN
cte-230	92	25	infrastructure	infrastructure	NOUN
cte-230	92	26	–	–	PUNCT
cte-230	92	27	zones	zone	NOUN
cte-230	92	28	,	,	PUNCT
cte-230	92	29	clusters	cluster	NOUN
cte-230	92	30	,	,	PUNCT
cte-230	92	31	hosts	host	NOUN
cte-230	92	32	,	,	PUNCT
cte-230	92	33	storages	storage	NOUN
cte-230	92	34	;	;	PUNCT
cte-230	92	35	•	•	ADV
cte-230	92	36	creating	create	VERB
cte-230	92	37	and	and	CCONJ
cte-230	92	38	routing	routing	NOUN
cte-230	92	39	of	of	ADP
cte-230	92	40	virtual	virtual	ADJ
cte-230	92	41	networks	network	NOUN
cte-230	92	42	for	for	ADP
cte-230	92	43	individual	individual	ADJ
cte-230	92	44	groups	group	NOUN
cte-230	92	45	or	or	CCONJ
cte-230	92	46	students	student	NOUN
cte-230	92	47	;	;	PUNCT
cte-230	92	48	•	•	ADV
cte-230	92	49	creating	create	VERB
cte-230	92	50	and	and	CCONJ
cte-230	92	51	modifying	modify	VERB
cte-230	92	52	templates	template	NOUN
cte-230	92	53	of	of	ADP
cte-230	92	54	compute	compute	NOUN
cte-230	92	55	offering	offering	NOUN
cte-230	92	56	services	service	NOUN
cte-230	92	57	that	that	PRON
cte-230	92	58	determine	determine	VERB
cte-230	92	59	the	the	DET
cte-230	92	60	performance	performance	NOUN
cte-230	92	61	of	of	ADP
cte-230	92	62	vm	vm	PROPN
cte-230	92	63	;	;	PUNCT
cte-230	92	64	•	•	ADP
cte-230	92	65	creating	create	VERB
cte-230	92	66	and	and	CCONJ
cte-230	92	67	modifying	modify	VERB
cte-230	92	68	network	network	NOUN
cte-230	92	69	offering	offer	VERB
cte-230	92	70	service	service	NOUN
cte-230	92	71	templates	template	NOUN
cte-230	92	72	such	such	ADJ
cte-230	92	73	as	as	ADP
cte-230	92	74	vpn	vpn	NOUN
cte-230	92	75	,	,	PUNCT
cte-230	92	76	dhcp	dhcp	PROPN
cte-230	92	77	,	,	PUNCT
cte-230	92	78	dns	dns	NOUN
cte-230	92	79	servers	server	NOUN
cte-230	92	80	,	,	PUNCT
cte-230	92	81	firewall	firewall	NOUN
cte-230	92	82	,	,	PUNCT
cte-230	92	83	load	load	NOUN
cte-230	92	84	balancer	balancer	NOUN
cte-230	92	85	and	and	CCONJ
cte-230	92	86	others	other	NOUN
cte-230	92	87	;	;	PUNCT
cte-230	92	88	•	•	NUM
cte-230	92	89	creating	create	VERB
cte-230	92	90	projects	project	NOUN
cte-230	92	91	for	for	ADP
cte-230	92	92	vm	vm	NOUN
cte-230	92	93	sharing	sharing	NOUN
cte-230	92	94	by	by	ADP
cte-230	92	95	students	student	NOUN
cte-230	92	96	.	.	PUNCT
cte-230	93	1	when	when	SCONJ
cte-230	93	2	creating	create	VERB
cte-230	93	3	the	the	DET
cte-230	93	4	service	service	NOUN
cte-230	93	5	offering	offering	NOUN
cte-230	93	6	templates	template	NOUN
cte-230	93	7	,	,	PUNCT
cte-230	93	8	we	we	PRON
cte-230	93	9	compared	compare	VERB
cte-230	93	10	the	the	DET
cte-230	93	11	characteristics	characteristic	NOUN
cte-230	93	12	of	of	ADP
cte-230	93	13	the	the	DET
cte-230	93	14	hardware	hardware	NOUN
cte-230	93	15	hosts	host	NOUN
cte-230	93	16	(	(	PUNCT
cte-230	93	17	cpu	cpu	NOUN
cte-230	93	18	frequency	frequency	NOUN
cte-230	93	19	,	,	PUNCT
cte-230	93	20	ram	ram	NOUN
cte-230	93	21	)	)	PUNCT
cte-230	93	22	with	with	ADP
cte-230	93	23	the	the	DET
cte-230	93	24	minimum	minimum	ADJ
cte-230	93	25	guest	guest	NOUN
cte-230	93	26	os	os	NOUN
cte-230	93	27	requirements	requirement	NOUN
cte-230	93	28	and	and	CCONJ
cte-230	93	29	the	the	DET
cte-230	93	30	number	number	NOUN
cte-230	93	31	of	of	ADP
cte-230	93	32	students	student	NOUN
cte-230	93	33	.	.	PUNCT
cte-230	94	1	to	to	PART
cte-230	94	2	do	do	VERB
cte-230	94	3	this	this	PRON
cte-230	94	4	,	,	PUNCT
cte-230	94	5	we	we	PRON
cte-230	94	6	used	use	VERB
cte-230	94	7	the	the	DET
cte-230	94	8	inequality	inequality	NOUN
cte-230	94	9	:	:	PUNCT
cte-230	94	10	𝐹𝑅𝑄	𝐹𝑅𝑄	PROPN
cte-230	94	11	=	=	SYM
cte-230	94	12	𝑁𝑠𝑡	𝑁𝑠𝑡	PROPN
cte-230	94	13	*	*	PUNCT
cte-230	94	14	𝐹𝑂𝑆	𝐹𝑂𝑆	PROPN
cte-230	94	15	<	<	X
cte-230	94	16	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	PROPN
cte-230	94	17	,	,	PUNCT
cte-230	94	18	where	where	SCONJ
cte-230	94	19	𝐹𝑅𝑄	𝐹𝑅𝑄	PROPN
cte-230	94	20	–	–	PUNCT
cte-230	94	21	the	the	DET
cte-230	94	22	total	total	ADJ
cte-230	94	23	frequency	frequency	NOUN
cte-230	94	24	of	of	ADP
cte-230	94	25	vms	vms	PROPN
cte-230	94	26	processors	processor	NOUN
cte-230	94	27	;	;	PUNCT
cte-230	94	28	𝑁𝑠𝑡	𝑁𝑠𝑡	ADJ
cte-230	94	29	–	–	PUNCT
cte-230	94	30	amount	amount	NOUN
cte-230	94	31	of	of	ADP
cte-230	94	32	students	student	NOUN
cte-230	94	33	;	;	PUNCT
cte-230	94	34	𝐹𝑂𝑆	𝐹𝑂𝑆	PROPN
cte-230	94	35	–	–	PUNCT
cte-230	94	36	the	the	DET
cte-230	94	37	minimum	minimum	ADJ
cte-230	94	38	frequency	frequency	NOUN
cte-230	94	39	is	be	AUX
cte-230	94	40	recommended	recommend	VERB
cte-230	94	41	for	for	ADP
cte-230	94	42	the	the	DET
cte-230	94	43	guest	guest	NOUN
cte-230	94	44	os	os	NOUN
cte-230	94	45	;	;	PUNCT
cte-230	94	46	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	ADJ
cte-230	94	47	–	–	PUNCT
cte-230	94	48	total	total	ADJ
cte-230	94	49	frequency	frequency	NOUN
cte-230	94	50	of	of	ADP
cte-230	94	51	hardware	hardware	NOUN
cte-230	94	52	host	host	NOUN
cte-230	94	53	processors	processor	NOUN
cte-230	94	54	.	.	PUNCT
cte-230	95	1	the	the	DET
cte-230	95	2	last	last	ADJ
cte-230	95	3	value	value	NOUN
cte-230	95	4	can	can	AUX
cte-230	95	5	be	be	AUX
cte-230	95	6	found	find	VERB
cte-230	95	7	from	from	ADP
cte-230	95	8	the	the	DET
cte-230	95	9	ratio	ratio	NOUN
cte-230	95	10	:	:	PUNCT
cte-230	95	11	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	NOUN
cte-230	95	12	=	=	SYM
cte-230	95	13	𝑛∑︁	𝑛∑︁	PUNCT
cte-230	95	14	𝑖=1	𝑖=1	PROPN
cte-230	95	15	(	(	PUNCT
cte-230	95	16	𝑁𝑐𝑖𝐹𝑐𝑖	𝑁𝑐𝑖𝐹𝑐𝑖	NOUN
cte-230	95	17	)	)	PUNCT
cte-230	95	18	,	,	PUNCT
cte-230	95	19	where	where	SCONJ
cte-230	95	20	𝑁𝑐𝑖	𝑁𝑐𝑖	PROPN
cte-230	95	21	–	–	PUNCT
cte-230	95	22	the	the	DET
cte-230	95	23	number	number	NOUN
cte-230	95	24	of	of	ADP
cte-230	95	25	cores	core	NOUN
cte-230	95	26	in	in	ADP
cte-230	95	27	the	the	DET
cte-230	95	28	processor	processor	NOUN
cte-230	95	29	of	of	ADP
cte-230	95	30	the	the	DET
cte-230	95	31	i	i	PROPN
cte-230	95	32	-	-	PUNCT
cte-230	95	33	th	th	X
cte-230	95	34	host	host	NOUN
cte-230	95	35	,	,	PUNCT
cte-230	95	36	𝐹𝑐𝑖	𝐹𝑐𝑖	PROPN
cte-230	95	37	–	–	PUNCT
cte-230	95	38	cpu	cpu	NOUN
cte-230	95	39	frequency	frequency	NOUN
cte-230	95	40	of	of	ADP
cte-230	95	41	the	the	DET
cte-230	95	42	i	i	PROPN
cte-230	95	43	-	-	PUNCT
cte-230	95	44	th	th	X
cte-230	95	45	host	host	NOUN
cte-230	95	46	.	.	PUNCT
cte-230	95	47	168	168	NUM
cte-230	95	48	cte	cte	NOUN
cte-230	95	49	workshop	workshop	NOUN
cte-230	95	50	proceedings	proceeding	NOUN
cte-230	95	51	,	,	PUNCT
cte-230	95	52	2021	2021	NUM
cte-230	95	53	,	,	PUNCT
cte-230	95	54	vol	vol	NOUN
cte-230	95	55	.	.	NOUN
cte-230	95	56	8	8	NUM
cte-230	95	57	:	:	PUNCT
cte-230	95	58	cte-2020	cte-2020	NOUN
cte-230	95	59	,	,	PUNCT
cte-230	95	60	pp	pp	ADP
cte-230	95	61	.	.	PUNCT
cte-230	96	1	165	165	NUM
cte-230	96	2	-	-	SYM
cte-230	96	3	178	178	NUM
cte-230	96	4	it	it	PRON
cte-230	96	5	is	be	AUX
cte-230	96	6	well	well	ADV
cte-230	96	7	known	know	VERB
cte-230	96	8	that	that	SCONJ
cte-230	96	9	the	the	DET
cte-230	96	10	frequency	frequency	NOUN
cte-230	96	11	of	of	ADP
cte-230	96	12	a	a	DET
cte-230	96	13	modern	modern	ADJ
cte-230	96	14	processor	processor	NOUN
cte-230	96	15	is	be	AUX
cte-230	96	16	not	not	PART
cte-230	96	17	constant	constant	ADJ
cte-230	96	18	.	.	PUNCT
cte-230	97	1	it	it	PRON
cte-230	97	2	can	can	AUX
cte-230	97	3	increase	increase	VERB
cte-230	97	4	or	or	CCONJ
cte-230	97	5	decrease	decrease	VERB
cte-230	97	6	depending	depend	VERB
cte-230	97	7	on	on	ADP
cte-230	97	8	the	the	DET
cte-230	97	9	mode	mode	NOUN
cte-230	97	10	of	of	ADP
cte-230	97	11	operation	operation	NOUN
cte-230	97	12	of	of	ADP
cte-230	97	13	the	the	DET
cte-230	97	14	cpu	cpu	NOUN
cte-230	97	15	.	.	PUNCT
cte-230	98	1	that	that	PRON
cte-230	98	2	’s	’	VERB
cte-230	98	3	why	why	SCONJ
cte-230	98	4	we	we	PRON
cte-230	98	5	use	use	VERB
cte-230	98	6	processor	processor	NOUN
cte-230	98	7	base	base	NOUN
cte-230	98	8	frequency	frequency	NOUN
cte-230	98	9	in	in	ADP
cte-230	98	10	the	the	DET
cte-230	98	11	tables	table	NOUN
cte-230	98	12	and	and	CCONJ
cte-230	98	13	formulas	formula	NOUN
cte-230	98	14	above	above	ADV
cte-230	98	15	.	.	PUNCT
cte-230	99	1	processor	processor	NOUN
cte-230	99	2	base	base	NOUN
cte-230	99	3	frequency	frequency	NOUN
cte-230	99	4	describes	describe	VERB
cte-230	99	5	the	the	DET
cte-230	99	6	rate	rate	NOUN
cte-230	99	7	at	at	ADP
cte-230	99	8	which	which	PRON
cte-230	99	9	the	the	DET
cte-230	99	10	processor	processor	NOUN
cte-230	99	11	’s	’s	PART
cte-230	99	12	transistors	transistor	NOUN
cte-230	99	13	are	be	AUX
cte-230	99	14	open	open	ADJ
cte-230	99	15	and	and	CCONJ
cte-230	99	16	close	close	ADJ
cte-230	99	17	.	.	PUNCT
cte-230	100	1	this	this	DET
cte-230	100	2	processor	processor	NOUN
cte-230	100	3	frequency	frequency	NOUN
cte-230	100	4	is	be	AUX
cte-230	100	5	measured	measure	VERB
cte-230	100	6	by	by	ADP
cte-230	100	7	each	each	DET
cte-230	100	8	hypervisor	hypervisor	NOUN
cte-230	100	9	in	in	ADP
cte-230	100	10	the	the	DET
cte-230	100	11	apache	apache	NOUN
cte-230	100	12	cloudstack	cloudstack	NOUN
cte-230	100	13	platform	platform	NOUN
cte-230	100	14	.	.	PUNCT
cte-230	101	1	similarly	similarly	ADV
cte-230	101	2	,	,	PUNCT
cte-230	101	3	to	to	PART
cte-230	101	4	determine	determine	VERB
cte-230	101	5	the	the	DET
cte-230	101	6	required	require	VERB
cte-230	101	7	amount	amount	NOUN
cte-230	101	8	of	of	ADP
cte-230	101	9	memory	memory	NOUN
cte-230	101	10	we	we	PRON
cte-230	101	11	used	use	VERB
cte-230	101	12	the	the	DET
cte-230	101	13	inequality	inequality	NOUN
cte-230	101	14	:	:	PUNCT
cte-230	101	15	𝑀𝐸𝑀	𝑀𝐸𝑀	PROPN
cte-230	101	16	=	=	PUNCT
cte-230	102	1	𝑁𝑠𝑡	𝑁𝑠𝑡	PROPN
cte-230	102	2	*	*	PUNCT
cte-230	102	3	𝑀𝐸𝑀𝑂𝑆	𝑀𝐸𝑀𝑂𝑆	PROPN
cte-230	102	4	<	<	X
cte-230	102	5	𝑀𝐸𝑀ℎ𝑜𝑠𝑡𝑠	𝑀𝐸𝑀ℎ𝑜𝑠𝑡𝑠	PROPN
cte-230	102	6	as	as	ADP
cte-230	102	7	table	table	NOUN
cte-230	102	8	1	1	NUM
cte-230	102	9	shows	show	NOUN
cte-230	102	10	,	,	PUNCT
cte-230	102	11	the	the	DET
cte-230	102	12	private	private	ADJ
cte-230	102	13	academic	academic	ADJ
cte-230	102	14	cloud	cloud	NOUN
cte-230	102	15	has	have	VERB
cte-230	102	16	a	a	DET
cte-230	102	17	total	total	ADJ
cte-230	102	18	frequency	frequency	NOUN
cte-230	102	19	of	of	ADP
cte-230	102	20	about	about	ADP
cte-230	102	21	50ghz	50ghz	NOUN
cte-230	102	22	.	.	PUNCT
cte-230	103	1	and	and	CCONJ
cte-230	103	2	the	the	DET
cte-230	103	3	total	total	ADJ
cte-230	103	4	amount	amount	NOUN
cte-230	103	5	of	of	ADP
cte-230	103	6	memory	memory	NOUN
cte-230	103	7	is	be	AUX
cte-230	103	8	about	about	ADV
cte-230	103	9	90	90	NUM
cte-230	103	10	gb	gb	NOUN
cte-230	103	11	.	.	PUNCT
cte-230	104	1	regarding	regard	VERB
cte-230	104	2	the	the	DET
cte-230	104	3	frequency	frequency	NOUN
cte-230	104	4	,	,	PUNCT
cte-230	104	5	two	two	NUM
cte-230	104	6	other	other	ADJ
cte-230	104	7	opposite	opposite	ADJ
cte-230	104	8	factors	factor	NOUN
cte-230	104	9	should	should	AUX
cte-230	104	10	be	be	AUX
cte-230	104	11	taken	take	VERB
cte-230	104	12	into	into	ADP
cte-230	104	13	account	account	NOUN
cte-230	104	14	:	:	PUNCT
cte-230	104	15	•	•	NUM
cte-230	104	16	table	table	NOUN
cte-230	104	17	1	1	NUM
cte-230	104	18	shows	show	VERB
cte-230	104	19	the	the	DET
cte-230	104	20	base	base	NOUN
cte-230	104	21	frequency	frequency	NOUN
cte-230	104	22	,	,	PUNCT
cte-230	104	23	and	and	CCONJ
cte-230	104	24	processors	processor	NOUN
cte-230	104	25	can	can	AUX
cte-230	104	26	run	run	VERB
cte-230	104	27	faster	fast	ADJ
cte-230	104	28	thanks	thank	NOUN
cte-230	104	29	to	to	ADP
cte-230	104	30	turbo	turbo	NOUN
cte-230	104	31	-	-	PUNCT
cte-230	104	32	boost	boost	NOUN
cte-230	104	33	technology	technology	NOUN
cte-230	104	34	;	;	PUNCT
cte-230	104	35	•	•	NUM
cte-230	104	36	hosts	host	NOUN
cte-230	104	37	run	run	VERB
cte-230	104	38	other	other	ADJ
cte-230	104	39	software	software	NOUN
cte-230	104	40	(	(	PUNCT
cte-230	104	41	os	os	NOUN
cte-230	104	42	,	,	PUNCT
cte-230	104	43	databases	database	NOUN
cte-230	104	44	,	,	PUNCT
cte-230	104	45	management	management	NOUN
cte-230	104	46	servers	server	NOUN
cte-230	104	47	,	,	PUNCT
cte-230	104	48	hypervisors	hypervisor	NOUN
cte-230	104	49	)	)	PUNCT
cte-230	104	50	.	.	PUNCT
cte-230	105	1	it	it	PRON
cte-230	105	2	also	also	ADV
cte-230	105	3	consumes	consume	VERB
cte-230	105	4	resources	resource	NOUN
cte-230	105	5	.	.	PUNCT
cte-230	106	1	table	table	NOUN
cte-230	106	2	1	1	NUM
cte-230	106	3	main	main	ADJ
cte-230	106	4	characteristics	characteristic	NOUN
cte-230	106	5	of	of	ADP
cte-230	106	6	academic	academic	ADJ
cte-230	106	7	cloud	cloud	NOUN
cte-230	106	8	’s	’s	PART
cte-230	106	9	hardware	hardware	NOUN
cte-230	106	10	𝑁𝑐𝑖	𝑁𝑐𝑖	PROPN
cte-230	106	11	𝐹𝑐𝑖	𝐹𝑐𝑖	PROPN
cte-230	106	12	𝑀𝐸𝑀𝑐𝑖	𝑀𝐸𝑀𝑐𝑖	PROPN
cte-230	106	13	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	𝐹𝑅𝑄ℎ𝑜𝑠𝑡𝑠	PROPN
cte-230	106	14	host0	host0	NOUN
cte-230	106	15	4	4	NUM
cte-230	106	16	3200	3200	NUM
cte-230	106	17	16384	16384	NUM
cte-230	106	18	12800	12800	NUM
cte-230	106	19	host1	host1	NOUN
cte-230	106	20	4	4	NUM
cte-230	106	21	3100	3100	NUM
cte-230	106	22	24576	24576	NUM
cte-230	106	23	12400	12400	NUM
cte-230	106	24	host2	host2	NOUN
cte-230	107	1	4	4	NUM
cte-230	107	2	3100	3100	NUM
cte-230	107	3	16384	16384	NUM
cte-230	107	4	12400	12400	NUM
cte-230	107	5	host3	host3	NOUN
cte-230	108	1	4	4	NUM
cte-230	108	2	3700	3700	NUM
cte-230	108	3	32768	32768	NUM
cte-230	108	4	14800	14800	NUM
cte-230	108	5	sum	sum	NOUN
cte-230	108	6	90112	90112	NUM
cte-230	108	7	52400	52400	NUM
cte-230	108	8	comparing	compare	VERB
cte-230	108	9	the	the	DET
cte-230	108	10	data	datum	NOUN
cte-230	108	11	in	in	ADP
cte-230	108	12	table	table	NOUN
cte-230	108	13	2	2	NUM
cte-230	108	14	and	and	CCONJ
cte-230	108	15	table	table	NOUN
cte-230	108	16	1	1	NUM
cte-230	108	17	,	,	PUNCT
cte-230	108	18	we	we	PRON
cte-230	108	19	can	can	AUX
cte-230	108	20	conclude	conclude	VERB
cte-230	108	21	that	that	SCONJ
cte-230	108	22	our	our	PRON
cte-230	108	23	academic	academic	ADJ
cte-230	108	24	cloud	cloud	NOUN
cte-230	108	25	provides	provide	VERB
cte-230	108	26	about	about	ADV
cte-230	108	27	50	50	NUM
cte-230	108	28	vm	vm	NOUN
cte-230	108	29	with	with	ADP
cte-230	108	30	linux	linux	PROPN
cte-230	108	31	without	without	ADP
cte-230	108	32	a	a	DET
cte-230	108	33	graphical	graphical	ADJ
cte-230	108	34	user	user	NOUN
cte-230	108	35	interface	interface	NOUN
cte-230	108	36	(	(	PUNCT
cte-230	108	37	gui	gui	NOUN
cte-230	108	38	)	)	PUNCT
cte-230	108	39	,	,	PUNCT
cte-230	108	40	more	more	ADJ
cte-230	108	41	than	than	ADP
cte-230	108	42	40	40	NUM
cte-230	108	43	vm	vm	NOUN
cte-230	108	44	with	with	ADP
cte-230	108	45	windows	windows	PROPN
cte-230	108	46	workstation	workstation	NOUN
cte-230	108	47	,	,	PUNCT
cte-230	108	48	about	about	ADV
cte-230	108	49	35	35	NUM
cte-230	108	50	vm	vm	NOUN
cte-230	108	51	with	with	ADP
cte-230	108	52	windows	window	NOUN
cte-230	108	53	server	server	PROPN
cte-230	108	54	and	and	CCONJ
cte-230	108	55	oc	oc	ADP
cte-230	108	56	linux	linux	PROPN
cte-230	108	57	with	with	ADP
cte-230	108	58	gui	gui	PROPN
cte-230	108	59	.	.	PROPN
cte-230	108	60	table	table	NOUN
cte-230	108	61	2	2	NUM
cte-230	108	62	basic	basic	ADJ
cte-230	108	63	calculations	calculation	NOUN
cte-230	108	64	of	of	ADP
cte-230	108	65	our	our	PRON
cte-230	108	66	academic	academic	ADJ
cte-230	108	67	cloud	cloud	NOUN
cte-230	108	68	’s	’s	PART
cte-230	108	69	performance	performance	NOUN
cte-230	108	70	𝑂𝑆	𝑂𝑆	PROPN
cte-230	108	71	𝐹𝑂𝑆	𝐹𝑂𝑆	PROPN
cte-230	108	72	𝑀𝐸𝑀𝑂𝑆	𝑀𝐸𝑀𝑂𝑆	PROPN
cte-230	109	1	𝑁𝑠𝑡	𝑁𝑠𝑡	PROPN
cte-230	109	2	𝐹𝑅𝑄	𝐹𝑅𝑄	PROPN
cte-230	109	3	𝑀𝐸𝑀	𝑀𝐸𝑀	PROPN
cte-230	109	4	oslinuxnogui	oslinuxnogui	NOUN
cte-230	109	5	500	500	NUM
cte-230	109	6	500	500	NUM
cte-230	109	7	20	20	NUM
cte-230	109	8	10000	10000	NUM
cte-230	109	9	10000	10000	NUM
cte-230	109	10	oslinuxgui	oslinuxgui	NOUN
cte-230	109	11	1500	1500	NUM
cte-230	109	12	2000	2000	NUM
cte-230	109	13	20	20	NUM
cte-230	109	14	30000	30000	NUM
cte-230	109	15	40000	40000	NUM
cte-230	110	1	oswindowsws	oswindowsws	NOUN
cte-230	111	1	1000	1000	NUM
cte-230	111	2	2000	2000	NUM
cte-230	111	3	20	20	NUM
cte-230	111	4	20000	20000	NUM
cte-230	111	5	40000	40000	NUM
cte-230	111	6	oswindowssrv	oswindowssrv	NOUN
cte-230	111	7	1500	1500	NUM
cte-230	111	8	2000	2000	NUM
cte-230	111	9	20	20	NUM
cte-230	111	10	30000	30000	NUM
cte-230	111	11	40000	40000	NUM
cte-230	111	12	osadvlinux	osadvlinux	NUM
cte-230	111	13	2500	2500	NUM
cte-230	111	14	4000	4000	NUM
cte-230	111	15	20	20	NUM
cte-230	111	16	50000	50000	NUM
cte-230	111	17	80000	80000	NUM
cte-230	111	18	we	we	PRON
cte-230	111	19	use	use	VERB
cte-230	111	20	the	the	DET
cte-230	111	21	eve	eve	PROPN
cte-230	111	22	-	-	PUNCT
cte-230	111	23	ng	ng	NOUN
cte-230	111	24	platform	platform	NOUN
cte-230	111	25	for	for	ADP
cte-230	111	26	modelling	modelling	NOUN
cte-230	111	27	in	in	ADP
cte-230	111	28	the	the	DET
cte-230	111	29	study	study	NOUN
cte-230	111	30	of	of	ADP
cte-230	111	31	computer	computer	NOUN
cte-230	111	32	networks	network	NOUN
cte-230	111	33	.	.	PUNCT
cte-230	112	1	it	it	PRON
cte-230	112	2	launches	launch	VERB
cte-230	112	3	its	its	PRON
cte-230	112	4	own	own	ADJ
cte-230	112	5	vms	vms	NOUN
cte-230	112	6	inside	inside	ADP
cte-230	112	7	the	the	DET
cte-230	112	8	main	main	ADJ
cte-230	112	9	apache	apache	NOUN
cte-230	112	10	cloudstack	cloudstack	NOUN
cte-230	112	11	vm	vm	PROPN
cte-230	113	1	[	[	X
cte-230	113	2	24	24	NUM
cte-230	113	3	]	]	PUNCT
cte-230	113	4	.	.	PUNCT
cte-230	114	1	such	such	ADJ
cte-230	114	2	nested	nested	ADJ
cte-230	114	3	virtualization	virtualization	NOUN
cte-230	114	4	requires	require	VERB
cte-230	114	5	more	more	ADJ
cte-230	114	6	resources	resource	NOUN
cte-230	114	7	.	.	PUNCT
cte-230	115	1	therefore	therefore	ADV
cte-230	115	2	,	,	PUNCT
cte-230	115	3	table	table	NOUN
cte-230	115	4	1	1	NUM
cte-230	115	5	has	have	VERB
cte-230	115	6	a	a	DET
cte-230	115	7	row	row	NOUN
cte-230	115	8	named	name	VERB
cte-230	115	9	osadvlinux	osadvlinux	ADJ
cte-230	115	10	.	.	PUNCT
cte-230	116	1	for	for	ADP
cte-230	116	2	this	this	DET
cte-230	116	3	os	os	NOUN
cte-230	116	4	,	,	PUNCT
cte-230	116	5	our	our	PRON
cte-230	116	6	cloud	cloud	NOUN
cte-230	116	7	can	can	AUX
cte-230	116	8	169	169	NUM
cte-230	116	9	cte	cte	NOUN
cte-230	116	10	workshop	workshop	NOUN
cte-230	116	11	proceedings	proceeding	NOUN
cte-230	116	12	,	,	PUNCT
cte-230	116	13	2021	2021	NUM
cte-230	116	14	,	,	PUNCT
cte-230	116	15	vol	vol	NOUN
cte-230	116	16	.	.	NOUN
cte-230	116	17	8	8	NUM
cte-230	116	18	:	:	PUNCT
cte-230	116	19	cte-2020	cte-2020	NOUN
cte-230	116	20	,	,	PUNCT
cte-230	116	21	pp	pp	ADP
cte-230	116	22	.	.	PUNCT
cte-230	117	1	165	165	NUM
cte-230	117	2	-	-	SYM
cte-230	117	3	178	178	NUM
cte-230	117	4	run	run	NOUN
cte-230	117	5	about	about	ADV
cte-230	117	6	20	20	NUM
cte-230	117	7	instances	instance	NOUN
cte-230	117	8	.	.	PUNCT
cte-230	118	1	we	we	PRON
cte-230	118	2	have	have	AUX
cte-230	118	3	created	create	VERB
cte-230	118	4	in	in	ADP
cte-230	118	5	our	our	PRON
cte-230	118	6	cloud	cloud	NOUN
cte-230	118	7	infrastructure	infrastructure	NOUN
cte-230	118	8	some	some	DET
cte-230	118	9	compute	compute	NOUN
cte-230	118	10	offering	offer	VERB
cte-230	118	11	templates	template	NOUN
cte-230	118	12	based	base	VERB
cte-230	118	13	on	on	ADP
cte-230	118	14	the	the	DET
cte-230	118	15	data	datum	NOUN
cte-230	118	16	provided	provide	VERB
cte-230	118	17	.	.	PUNCT
cte-230	119	1	regarding	regard	VERB
cte-230	119	2	vm	vm	PROPN
cte-230	119	3	migration	migration	NOUN
cte-230	119	4	,	,	PUNCT
cte-230	119	5	we	we	PRON
cte-230	119	6	used	use	VERB
cte-230	119	7	the	the	DET
cte-230	119	8	approach	approach	NOUN
cte-230	119	9	described	describe	VERB
cte-230	119	10	in	in	ADP
cte-230	119	11	[	[	X
cte-230	119	12	26	26	NUM
cte-230	119	13	]	]	PUNCT
cte-230	119	14	.	.	PUNCT
cte-230	120	1	its	its	PRON
cte-230	120	2	authors	author	NOUN
cte-230	120	3	propose	propose	VERB
cte-230	120	4	to	to	PART
cte-230	120	5	evaluate	evaluate	VERB
cte-230	120	6	the	the	DET
cte-230	120	7	efficiency	efficiency	NOUN
cte-230	120	8	of	of	ADP
cte-230	120	9	the	the	DET
cte-230	120	10	cloud	cloud	NOUN
cte-230	120	11	infrastructure	infrastructure	NOUN
cte-230	120	12	as	as	ADP
cte-230	120	13	an	an	DET
cte-230	120	14	integrated	integrated	ADJ
cte-230	120	15	indicator	indicator	NOUN
cte-230	120	16	of	of	ADP
cte-230	120	17	the	the	DET
cte-230	120	18	use	use	NOUN
cte-230	120	19	of	of	ADP
cte-230	120	20	resources	resource	NOUN
cte-230	120	21	of	of	ADP
cte-230	120	22	each	each	DET
cte-230	120	23	instance	instance	NOUN
cte-230	120	24	of	of	ADP
cte-230	120	25	the	the	DET
cte-230	120	26	vm	vm	PROPN
cte-230	120	27	.	.	PUNCT
cte-230	121	1	the	the	DET
cte-230	121	2	authors	author	NOUN
cte-230	121	3	indicate	indicate	VERB
cte-230	121	4	that	that	SCONJ
cte-230	121	5	a	a	DET
cte-230	121	6	specific	specific	ADJ
cte-230	121	7	instance	instance	NOUN
cte-230	121	8	needs	need	VERB
cte-230	121	9	to	to	PART
cte-230	121	10	be	be	AUX
cte-230	121	11	migrated	migrate	VERB
cte-230	121	12	to	to	ADP
cte-230	121	13	another	another	DET
cte-230	121	14	host	host	NOUN
cte-230	121	15	to	to	PART
cte-230	121	16	resolve	resolve	VERB
cte-230	121	17	the	the	DET
cte-230	121	18	issue	issue	NOUN
cte-230	121	19	.	.	PUNCT
cte-230	122	1	they	they	PRON
cte-230	122	2	propose	propose	VERB
cte-230	122	3	the	the	DET
cte-230	122	4	concept	concept	NOUN
cte-230	122	5	of	of	ADP
cte-230	122	6	non	non	ADJ
cte-230	122	7	-	-	NOUN
cte-230	122	8	uniformity	uniformity	NOUN
cte-230	122	9	,	,	PUNCT
cte-230	122	10	which	which	PRON
cte-230	122	11	is	be	AUX
cte-230	122	12	determined	determine	VERB
cte-230	122	13	by	by	ADP
cte-230	122	14	the	the	DET
cte-230	122	15	ratio	ratio	NOUN
cte-230	122	16	:	:	PUNCT
cte-230	122	17	𝑁𝑝	𝑁𝑝	PROPN
cte-230	122	18	𝑅	𝑅	PROPN
cte-230	122	19	=	=	PROPN
cte-230	122	20	⎯	⎯	PROPN
cte-230	122	21	⎸	⎸	X
cte-230	122	22	⎸	⎸	PROPN
cte-230	122	23	⎷	⎷	X
cte-230	122	24	𝑛∑︁	𝑛∑︁	PUNCT
cte-230	122	25	𝑖=1	𝑖=1	PUNCT
cte-230	122	26	(	(	PUNCT
cte-230	122	27	︂	︂	PUNCT
cte-230	122	28	𝑟𝑖	𝑟𝑖	CCONJ
cte-230	122	29	−	−	ADP
cte-230	122	30	�	�	PROPN
cte-230	122	31	̄	̄	PROPN
cte-230	122	32	�	�	PROPN
cte-230	122	33	�	�	PROPN
cte-230	122	34	̄	̄	PROPN
cte-230	122	35	�	�	PROPN
cte-230	122	36	)	)	PUNCT
cte-230	122	37	︂2	︂2	PROPN
cte-230	122	38	,	,	PUNCT
cte-230	122	39	where	where	SCONJ
cte-230	122	40	𝑛	𝑛	PROPN
cte-230	122	41	is	be	AUX
cte-230	122	42	the	the	DET
cte-230	122	43	number	number	NOUN
cte-230	122	44	of	of	ADP
cte-230	122	45	resources	resource	NOUN
cte-230	122	46	,	,	PUNCT
cte-230	122	47	𝑟𝑖	𝑟𝑖	ADV
cte-230	122	48	is	be	AUX
cte-230	122	49	the	the	DET
cte-230	122	50	projected	project	VERB
cte-230	122	51	use	use	NOUN
cte-230	122	52	of	of	ADP
cte-230	122	53	the	the	DET
cte-230	122	54	𝑖-th	𝑖-th	PROPN
cte-230	122	55	resource	resource	NOUN
cte-230	122	56	,	,	PUNCT
cte-230	122	57	�	�	PROPN
cte-230	122	58	̄	̄	PROPN
cte-230	122	59	�	�	PROPN
cte-230	122	60	is	be	AUX
cte-230	122	61	the	the	DET
cte-230	122	62	average	average	ADJ
cte-230	122	63	predicted	predict	VERB
cte-230	122	64	value	value	NOUN
cte-230	122	65	of	of	ADP
cte-230	122	66	the	the	DET
cte-230	122	67	use	use	NOUN
cte-230	122	68	of	of	ADP
cte-230	122	69	all	all	DET
cte-230	122	70	resources	resource	NOUN
cte-230	122	71	of	of	ADP
cte-230	122	72	the	the	DET
cte-230	122	73	𝑝-th	𝑝-th	PROPN
cte-230	122	74	server	server	NOUN
cte-230	122	75	.	.	PUNCT
cte-230	123	1	academic	academic	ADJ
cte-230	123	2	cloud	cloud	NOUN
cte-230	123	3	administrators	administrator	NOUN
cte-230	123	4	should	should	AUX
cte-230	123	5	minimize	minimize	VERB
cte-230	123	6	value	value	NOUN
cte-230	123	7	𝑁𝑝	𝑁𝑝	NOUN
cte-230	123	8	𝑅.	𝑅.	NOUN
cte-230	123	9	to	to	PART
cte-230	123	10	define	define	VERB
cte-230	123	11	an	an	DET
cte-230	123	12	overloaded	overloaded	ADJ
cte-230	123	13	host	host	NOUN
cte-230	123	14	,	,	PUNCT
cte-230	123	15	the	the	DET
cte-230	123	16	concept	concept	NOUN
cte-230	123	17	of	of	ADP
cte-230	123	18	“	"	PUNCT
cte-230	123	19	hot	hot	ADJ
cte-230	123	20	spot	spot	NOUN
cte-230	123	21	”	"	PUNCT
cte-230	123	22	is	be	AUX
cte-230	123	23	used	use	VERB
cte-230	123	24	.	.	PUNCT
cte-230	124	1	the	the	DET
cte-230	124	2	host	host	NOUN
cte-230	124	3	will	will	AUX
cte-230	124	4	be	be	AUX
cte-230	124	5	“	"	PUNCT
cte-230	124	6	hot	hot	ADJ
cte-230	124	7	”	"	PUNCT
cte-230	124	8	if	if	SCONJ
cte-230	124	9	at	at	ADV
cte-230	124	10	least	least	ADJ
cte-230	124	11	one	one	NUM
cte-230	124	12	of	of	ADP
cte-230	124	13	its	its	PRON
cte-230	124	14	resources	resource	NOUN
cte-230	124	15	exceeds	exceed	VERB
cte-230	124	16	the	the	DET
cte-230	124	17	limit	limit	NOUN
cte-230	124	18	value	value	NOUN
cte-230	124	19	(	(	PUNCT
cte-230	124	20	“	"	PUNCT
cte-230	124	21	temperature	temperature	NOUN
cte-230	124	22	”	"	PUNCT
cte-230	124	23	)	)	PUNCT
cte-230	124	24	.	.	PUNCT
cte-230	125	1	to	to	PART
cte-230	125	2	determine	determine	VERB
cte-230	125	3	the	the	DET
cte-230	125	4	host	host	NOUN
cte-230	125	5	’s	’s	PART
cte-230	125	6	“	"	PUNCT
cte-230	125	7	temperature	temperature	NOUN
cte-230	125	8	”	"	PUNCT
cte-230	125	9	the	the	DET
cte-230	125	10	amount	amount	NOUN
cte-230	125	11	of	of	ADP
cte-230	125	12	use	use	NOUN
cte-230	125	13	of	of	ADP
cte-230	125	14	all	all	PRON
cte-230	125	15	its	its	PRON
cte-230	125	16	resources	resource	NOUN
cte-230	125	17	.	.	PUNCT
cte-230	126	1	𝑡	𝑡	X
cte-230	126	2	*	*	PUNCT
cte-230	126	3	=	=	SYM
cte-230	126	4	𝑛∑︁	𝑛∑︁	PROPN
cte-230	126	5	𝑡∈𝑅	𝑡∈𝑅	NUM
cte-230	126	6	(	(	PUNCT
cte-230	126	7	𝑟𝑖	𝑟𝑖	ADV
cte-230	126	8	−	−	PROPN
cte-230	126	9	𝑟𝑡	𝑟𝑡	NOUN
cte-230	126	10	)	)	PUNCT
cte-230	126	11	2	2	NUM
cte-230	126	12	,	,	PUNCT
cte-230	126	13	if	if	SCONJ
cte-230	126	14	the	the	DET
cte-230	126	15	value	value	NOUN
cte-230	126	16	of	of	ADP
cte-230	126	17	𝑡	𝑡	NOUN
cte-230	126	18	*	*	VERB
cte-230	126	19	is	be	AUX
cte-230	126	20	greater	great	ADJ
cte-230	126	21	than	than	ADP
cte-230	126	22	zero	zero	NUM
cte-230	126	23	,	,	PUNCT
cte-230	126	24	then	then	ADV
cte-230	126	25	virtual	virtual	ADJ
cte-230	126	26	machines	machine	NOUN
cte-230	126	27	should	should	AUX
cte-230	126	28	be	be	AUX
cte-230	126	29	migrated	migrate	VERB
cte-230	126	30	from	from	ADP
cte-230	126	31	the	the	DET
cte-230	126	32	appropriate	appropriate	ADJ
cte-230	126	33	host	host	NOUN
cte-230	126	34	.	.	PUNCT
cte-230	127	1	apache	apache	PROPN
cte-230	127	2	cloudstack	cloudstack	NOUN
cte-230	127	3	system	system	NOUN
cte-230	127	4	implements	implement	VERB
cte-230	127	5	the	the	DET
cte-230	127	6	appropriate	appropriate	ADJ
cte-230	127	7	functionality	functionality	NOUN
cte-230	127	8	.	.	PUNCT
cte-230	128	1	root	root	NOUN
cte-230	128	2	or	or	CCONJ
cte-230	128	3	domain	domain	NOUN
cte-230	128	4	administrator	administrator	NOUN
cte-230	128	5	can	can	AUX
cte-230	128	6	transfer	transfer	VERB
cte-230	128	7	both	both	DET
cte-230	128	8	disks	disk	NOUN
cte-230	128	9	of	of	ADP
cte-230	128	10	virtual	virtual	ADJ
cte-230	128	11	machines	machine	NOUN
cte-230	128	12	and	and	CCONJ
cte-230	128	13	run	run	VERB
cte-230	128	14	them	they	PRON
cte-230	128	15	on	on	ADP
cte-230	128	16	another	another	DET
cte-230	128	17	host	host	NOUN
cte-230	128	18	.	.	PUNCT
cte-230	129	1	another	another	DET
cte-230	129	2	way	way	NOUN
cte-230	129	3	to	to	PART
cte-230	129	4	solve	solve	VERB
cte-230	129	5	the	the	DET
cte-230	129	6	problem	problem	NOUN
cte-230	129	7	of	of	ADP
cte-230	129	8	lack	lack	NOUN
cte-230	129	9	of	of	ADP
cte-230	129	10	computing	compute	VERB
cte-230	129	11	resources	resource	NOUN
cte-230	129	12	is	be	AUX
cte-230	129	13	cpu	cpu	ADJ
cte-230	129	14	and	and	CCONJ
cte-230	129	15	ram	ram	VERB
cte-230	129	16	overcommit	overcommit	NOUN
cte-230	129	17	.	.	PUNCT
cte-230	130	1	in	in	ADP
cte-230	130	2	this	this	DET
cte-230	130	3	case	case	NOUN
cte-230	130	4	,	,	PUNCT
cte-230	130	5	the	the	DET
cte-230	130	6	apache	apache	NOUN
cte-230	130	7	cloudstack	cloudstack	NOUN
cte-230	130	8	system	system	NOUN
cte-230	130	9	administrator	administrator	NOUN
cte-230	130	10	sets	set	VERB
cte-230	130	11	the	the	DET
cte-230	130	12	multiplier	multipli	ADJ
cte-230	130	13	.	.	PUNCT
cte-230	131	1	this	this	DET
cte-230	131	2	number	number	NOUN
cte-230	131	3	is	be	AUX
cte-230	131	4	multiplied	multiply	VERB
cte-230	131	5	by	by	ADP
cte-230	131	6	the	the	DET
cte-230	131	7	total	total	ADJ
cte-230	131	8	cpu	cpu	NOUN
cte-230	131	9	frequency	frequency	NOUN
cte-230	131	10	or	or	CCONJ
cte-230	131	11	amount	amount	NOUN
cte-230	131	12	of	of	ADP
cte-230	131	13	ram	ram	NOUN
cte-230	131	14	.	.	PUNCT
cte-230	132	1	however	however	ADV
cte-230	132	2	,	,	PUNCT
cte-230	132	3	this	this	DET
cte-230	132	4	method	method	NOUN
cte-230	132	5	should	should	AUX
cte-230	132	6	not	not	PART
cte-230	132	7	be	be	AUX
cte-230	132	8	abused	abuse	VERB
cte-230	132	9	.	.	PUNCT
cte-230	133	1	this	this	PRON
cte-230	133	2	can	can	AUX
cte-230	133	3	lead	lead	VERB
cte-230	133	4	to	to	ADP
cte-230	133	5	unpredictable	unpredictable	ADJ
cte-230	133	6	consequences	consequence	NOUN
cte-230	133	7	,	,	PUNCT
cte-230	133	8	such	such	ADJ
cte-230	133	9	as	as	ADP
cte-230	133	10	denial	denial	NOUN
cte-230	133	11	of	of	ADP
cte-230	133	12	service	service	NOUN
cte-230	133	13	to	to	ADP
cte-230	133	14	virtual	virtual	ADJ
cte-230	133	15	machines	machine	NOUN
cte-230	133	16	.	.	PUNCT
cte-230	134	1	4	4	X
cte-230	134	2	.	.	X
cte-230	134	3	designing	designing	NOUN
cte-230	134	4	and	and	CCONJ
cte-230	134	5	realization	realization	NOUN
cte-230	134	6	an	an	DET
cte-230	134	7	academic	academic	ADJ
cte-230	134	8	clouds	cloud	NOUN
cte-230	134	9	’	'	PUNCT
cte-230	134	10	backup	backup	NOUN
cte-230	134	11	model	model	NOUN
cte-230	134	12	experience	experience	NOUN
cte-230	134	13	shows	show	VERB
cte-230	134	14	that	that	SCONJ
cte-230	134	15	the	the	DET
cte-230	134	16	task	task	NOUN
cte-230	134	17	of	of	ADP
cte-230	134	18	backup	backup	NOUN
cte-230	134	19	is	be	AUX
cte-230	134	20	very	very	ADV
cte-230	134	21	important	important	ADJ
cte-230	134	22	and	and	CCONJ
cte-230	134	23	time	time	NOUN
cte-230	134	24	consuming	consume	VERB
cte-230	134	25	.	.	PUNCT
cte-230	135	1	this	this	PRON
cte-230	135	2	is	be	AUX
cte-230	135	3	primarily	primarily	ADV
cte-230	135	4	due	due	ADJ
cte-230	135	5	to	to	ADP
cte-230	135	6	the	the	DET
cte-230	135	7	large	large	ADJ
cte-230	135	8	amounts	amount	NOUN
cte-230	135	9	of	of	ADP
cte-230	135	10	student	student	NOUN
cte-230	135	11	vms	vms	PROPN
cte-230	135	12	data	datum	NOUN
cte-230	135	13	in	in	ADP
cte-230	135	14	the	the	DET
cte-230	135	15	private	private	ADJ
cte-230	135	16	academic	academic	ADJ
cte-230	135	17	cloud	cloud	NOUN
cte-230	135	18	.	.	PUNCT
cte-230	136	1	large	large	ADJ
cte-230	136	2	companies	company	NOUN
cte-230	136	3	develop	develop	VERB
cte-230	136	4	a	a	DET
cte-230	136	5	disaster	disaster	NOUN
cte-230	136	6	recovery	recovery	NOUN
cte-230	136	7	plan	plan	NOUN
cte-230	136	8	in	in	ADP
cte-230	136	9	this	this	DET
cte-230	136	10	case	case	NOUN
cte-230	136	11	.	.	PUNCT
cte-230	137	1	large	large	ADJ
cte-230	137	2	companies	company	NOUN
cte-230	137	3	are	be	AUX
cte-230	137	4	developing	develop	VERB
cte-230	137	5	a	a	DET
cte-230	137	6	disaster	disaster	NOUN
cte-230	137	7	recovery	recovery	NOUN
cte-230	137	8	plan	plan	NOUN
cte-230	137	9	in	in	ADP
cte-230	137	10	this	this	DET
cte-230	137	11	case	case	NOUN
cte-230	137	12	.	.	PUNCT
cte-230	138	1	but	but	CCONJ
cte-230	138	2	in	in	ADP
cte-230	138	3	educational	educational	ADJ
cte-230	138	4	institutions	institution	NOUN
cte-230	138	5	,	,	PUNCT
cte-230	138	6	it	it	PRON
cte-230	138	7	services	service	VERB
cte-230	138	8	work	work	VERB
cte-230	138	9	to	to	PART
cte-230	138	10	perform	perform	VERB
cte-230	138	11	such	such	ADJ
cte-230	138	12	tasks	task	NOUN
cte-230	138	13	.	.	PUNCT
cte-230	139	1	therefore	therefore	ADV
cte-230	139	2	,	,	PUNCT
cte-230	139	3	they	they	PRON
cte-230	139	4	need	need	VERB
cte-230	139	5	to	to	PART
cte-230	139	6	develop	develop	VERB
cte-230	139	7	a	a	DET
cte-230	139	8	model	model	NOUN
cte-230	139	9	,	,	PUNCT
cte-230	139	10	identify	identify	VERB
cte-230	139	11	potential	potential	ADJ
cte-230	139	12	risks	risk	NOUN
cte-230	139	13	in	in	ADP
cte-230	139	14	the	the	DET
cte-230	139	15	it	it	PRON
cte-230	139	16	infrastructure	infrastructure	NOUN
cte-230	139	17	,	,	PUNCT
cte-230	139	18	consider	consider	VERB
cte-230	139	19	and	and	CCONJ
cte-230	139	20	implement	implement	VERB
cte-230	139	21	an	an	DET
cte-230	139	22	appropriate	appropriate	ADJ
cte-230	139	23	backup	backup	ADJ
cte-230	139	24	system	system	NOUN
cte-230	139	25	.	.	PUNCT
cte-230	140	1	the	the	DET
cte-230	140	2	development	development	NOUN
cte-230	140	3	of	of	ADP
cte-230	140	4	a	a	DET
cte-230	140	5	backup	backup	ADJ
cte-230	140	6	strategy	strategy	NOUN
cte-230	140	7	requires	require	VERB
cte-230	140	8	the	the	DET
cte-230	140	9	definition	definition	NOUN
cte-230	140	10	of	of	ADP
cte-230	140	11	the	the	DET
cte-230	140	12	main	main	ADJ
cte-230	140	13	goals	goal	NOUN
cte-230	140	14	and	and	CCONJ
cte-230	140	15	objectives	objective	NOUN
cte-230	140	16	of	of	ADP
cte-230	140	17	the	the	DET
cte-230	140	18	backup	backup	NOUN
cte-230	140	19	,	,	PUNCT
cte-230	140	20	tools	tool	NOUN
cte-230	140	21	and	and	CCONJ
cte-230	140	22	regulations	regulation	NOUN
cte-230	140	23	.	.	PUNCT
cte-230	141	1	in	in	ADP
cte-230	141	2	general	general	ADJ
cte-230	141	3	,	,	PUNCT
cte-230	141	4	the	the	DET
cte-230	141	5	problem	problem	NOUN
cte-230	141	6	of	of	ADP
cte-230	141	7	back	back	NOUN
cte-230	141	8	-	-	PUNCT
cte-230	141	9	up	up	NOUN
cte-230	141	10	is	be	AUX
cte-230	141	11	relevant	relevant	ADJ
cte-230	141	12	for	for	ADP
cte-230	141	13	almost	almost	ADV
cte-230	141	14	all	all	PRON
cte-230	141	15	it	it	PRON
cte-230	141	16	infrastructures	infrastructure	VERB
cte-230	141	17	.	.	PUNCT
cte-230	142	1	when	when	SCONJ
cte-230	142	2	choosing	choose	VERB
cte-230	142	3	a	a	DET
cte-230	142	4	backup	backup	ADJ
cte-230	142	5	method	method	NOUN
cte-230	142	6	,	,	PUNCT
cte-230	142	7	the	the	DET
cte-230	142	8	following	follow	VERB
cte-230	142	9	criteria	criterion	NOUN
cte-230	142	10	are	be	AUX
cte-230	142	11	important	important	ADJ
cte-230	142	12	[	[	X
cte-230	142	13	4	4	NUM
cte-230	142	14	]	]	PUNCT
cte-230	142	15	.	.	PUNCT
cte-230	143	1	the	the	DET
cte-230	143	2	development	development	NOUN
cte-230	143	3	of	of	ADP
cte-230	143	4	a	a	DET
cte-230	143	5	backup	backup	ADJ
cte-230	143	6	strategy	strategy	NOUN
cte-230	143	7	requires	require	VERB
cte-230	143	8	the	the	DET
cte-230	143	9	definition	definition	NOUN
cte-230	143	10	of	of	ADP
cte-230	143	11	the	the	DET
cte-230	143	12	main	main	ADJ
cte-230	143	13	goals	goal	NOUN
cte-230	143	14	and	and	CCONJ
cte-230	143	15	objectives	objective	NOUN
cte-230	143	16	of	of	ADP
cte-230	143	17	the	the	DET
cte-230	143	18	backup	backup	NOUN
cte-230	143	19	,	,	PUNCT
cte-230	143	20	tools	tool	NOUN
cte-230	143	21	and	and	CCONJ
cte-230	143	22	regulations	regulation	NOUN
cte-230	143	23	.	.	PUNCT
cte-230	144	1	in	in	ADP
cte-230	144	2	general	general	ADJ
cte-230	144	3	,	,	PUNCT
cte-230	144	4	the	the	DET
cte-230	144	5	problem	problem	NOUN
cte-230	144	6	of	of	ADP
cte-230	144	7	backup	backup	NOUN
cte-230	144	8	is	be	AUX
cte-230	144	9	relevant	relevant	ADJ
cte-230	144	10	for	for	ADP
cte-230	144	11	almost	almost	ADV
cte-230	144	12	all	all	PRON
cte-230	144	13	it	it	PRON
cte-230	144	14	infrastructures	infrastructure	VERB
cte-230	144	15	.	.	PUNCT
cte-230	145	1	when	when	SCONJ
cte-230	145	2	choosing	choose	VERB
cte-230	145	3	a	a	DET
cte-230	145	4	backup	backup	ADJ
cte-230	145	5	method	method	NOUN
cte-230	145	6	,	,	PUNCT
cte-230	145	7	the	the	DET
cte-230	145	8	following	follow	VERB
cte-230	145	9	criteria	criterion	NOUN
cte-230	145	10	are	be	AUX
cte-230	145	11	important	important	ADJ
cte-230	145	12	:	:	PUNCT
cte-230	145	13	170	170	NUM
cte-230	145	14	cte	cte	NOUN
cte-230	145	15	workshop	workshop	NOUN
cte-230	145	16	proceedings	proceeding	NOUN
cte-230	145	17	,	,	PUNCT
cte-230	145	18	2021	2021	NUM
cte-230	145	19	,	,	PUNCT
cte-230	145	20	vol	vol	NOUN
cte-230	145	21	.	.	NOUN
cte-230	145	22	8	8	NUM
cte-230	145	23	:	:	PUNCT
cte-230	145	24	cte-2020	cte-2020	NOUN
cte-230	145	25	,	,	PUNCT
cte-230	145	26	pp	pp	ADP
cte-230	145	27	.	.	PUNCT
cte-230	146	1	165	165	NUM
cte-230	146	2	-	-	SYM
cte-230	146	3	178	178	NUM
cte-230	146	4	•	•	NOUN
cte-230	146	5	backup	backup	ADJ
cte-230	146	6	time	time	NOUN
cte-230	146	7	to	to	ADP
cte-230	146	8	the	the	DET
cte-230	146	9	storage	storage	NOUN
cte-230	146	10	;	;	PUNCT
cte-230	146	11	•	•	NUM
cte-230	146	12	recovery	recovery	NOUN
cte-230	146	13	time	time	NOUN
cte-230	146	14	from	from	ADP
cte-230	146	15	backup	backup	NOUN
cte-230	146	16	;	;	PUNCT
cte-230	146	17	•	•	NUM
cte-230	146	18	the	the	DET
cte-230	146	19	number	number	NOUN
cte-230	146	20	of	of	ADP
cte-230	146	21	copies	copy	NOUN
cte-230	146	22	that	that	PRON
cte-230	146	23	can	can	AUX
cte-230	146	24	be	be	AUX
cte-230	146	25	stored	store	VERB
cte-230	146	26	;	;	PUNCT
cte-230	146	27	•	•	NUM
cte-230	146	28	risks	risk	NOUN
cte-230	146	29	due	due	ADJ
cte-230	146	30	to	to	ADP
cte-230	146	31	inconsistency	inconsistency	NOUN
cte-230	146	32	of	of	ADP
cte-230	146	33	backups	backup	NOUN
cte-230	146	34	,	,	PUNCT
cte-230	146	35	imperfection	imperfection	NOUN
cte-230	146	36	of	of	ADP
cte-230	146	37	the	the	DET
cte-230	146	38	backup	backup	ADJ
cte-230	146	39	method	method	NOUN
cte-230	146	40	,	,	PUNCT
cte-230	146	41	complete	complete	ADJ
cte-230	146	42	or	or	CCONJ
cte-230	146	43	partial	partial	ADJ
cte-230	146	44	loss	loss	NOUN
cte-230	146	45	of	of	ADP
cte-230	146	46	backups	backup	NOUN
cte-230	146	47	;	;	PUNCT
cte-230	146	48	•	•	NUM
cte-230	146	49	overhead	overhead	ADJ
cte-230	146	50	costs	cost	NOUN
cte-230	146	51	:	:	PUNCT
cte-230	146	52	the	the	DET
cte-230	146	53	level	level	NOUN
cte-230	146	54	of	of	ADP
cte-230	146	55	load	load	NOUN
cte-230	146	56	on	on	ADP
cte-230	146	57	the	the	DET
cte-230	146	58	servers	server	NOUN
cte-230	146	59	when	when	SCONJ
cte-230	146	60	performing	perform	VERB
cte-230	146	61	copying	copying	NOUN
cte-230	146	62	,	,	PUNCT
cte-230	146	63	reducing	reduce	VERB
cte-230	146	64	the	the	DET
cte-230	146	65	speed	speed	NOUN
cte-230	146	66	of	of	ADP
cte-230	146	67	service	service	NOUN
cte-230	146	68	response	response	NOUN
cte-230	146	69	,	,	PUNCT
cte-230	146	70	etc	etc	X
cte-230	146	71	;	;	PUNCT
cte-230	146	72	•	•	ADP
cte-230	146	73	the	the	DET
cte-230	146	74	cost	cost	NOUN
cte-230	146	75	of	of	ADP
cte-230	146	76	renting	rent	VERB
cte-230	146	77	all	all	DET
cte-230	146	78	services	service	NOUN
cte-230	146	79	and	and	CCONJ
cte-230	146	80	storage	storage	NOUN
cte-230	146	81	.	.	PUNCT
cte-230	147	1	currently	currently	ADV
cte-230	147	2	,	,	PUNCT
cte-230	147	3	there	there	PRON
cte-230	147	4	are	be	VERB
cte-230	147	5	3	3	NUM
cte-230	147	6	main	main	ADJ
cte-230	147	7	backup	backup	ADJ
cte-230	147	8	schemes	scheme	NOUN
cte-230	147	9	such	such	ADJ
cte-230	147	10	as	as	ADP
cte-230	147	11	:	:	PUNCT
cte-230	147	12	•	•	NOUN
cte-230	147	13	full	full	ADJ
cte-230	147	14	.	.	PUNCT
cte-230	148	1	this	this	DET
cte-230	148	2	type	type	NOUN
cte-230	148	3	of	of	ADP
cte-230	148	4	backup	backup	NOUN
cte-230	148	5	creates	create	VERB
cte-230	148	6	a	a	DET
cte-230	148	7	complete	complete	ADJ
cte-230	148	8	copy	copy	NOUN
cte-230	148	9	of	of	ADP
cte-230	148	10	all	all	DET
cte-230	148	11	data	datum	NOUN
cte-230	148	12	.	.	PUNCT
cte-230	149	1	•	•	NUM
cte-230	149	2	incremental	incremental	NOUN
cte-230	149	3	.	.	PUNCT
cte-230	150	1	in	in	ADP
cte-230	150	2	this	this	DET
cte-230	150	3	case	case	NOUN
cte-230	150	4	,	,	PUNCT
cte-230	150	5	only	only	ADV
cte-230	150	6	files	file	NOUN
cte-230	150	7	that	that	PRON
cte-230	150	8	have	have	AUX
cte-230	150	9	changed	change	VERB
cte-230	150	10	since	since	SCONJ
cte-230	150	11	the	the	DET
cte-230	150	12	previous	previous	ADJ
cte-230	150	13	backup	backup	NOUN
cte-230	150	14	are	be	AUX
cte-230	150	15	copied	copy	VERB
cte-230	150	16	.	.	PUNCT
cte-230	151	1	the	the	DET
cte-230	151	2	following	follow	VERB
cte-230	151	3	incremental	incremental	ADJ
cte-230	151	4	backup	backup	NOUN
cte-230	151	5	only	only	ADV
cte-230	151	6	adds	add	VERB
cte-230	151	7	files	file	NOUN
cte-230	151	8	that	that	PRON
cte-230	151	9	have	have	AUX
cte-230	151	10	been	be	AUX
cte-230	151	11	modified	modify	VERB
cte-230	151	12	since	since	SCONJ
cte-230	151	13	the	the	DET
cte-230	151	14	previous	previous	ADJ
cte-230	151	15	backup	backup	NOUN
cte-230	151	16	.	.	PUNCT
cte-230	152	1	•	•	NUM
cte-230	152	2	differential	differential	NOUN
cte-230	152	3	.	.	PUNCT
cte-230	153	1	the	the	DET
cte-230	153	2	backup	backup	PROPN
cte-230	153	3	program	program	NOUN
cte-230	153	4	copies	copy	VERB
cte-230	153	5	each	each	DET
cte-230	153	6	file	file	NOUN
cte-230	153	7	that	that	PRON
cte-230	153	8	has	have	AUX
cte-230	153	9	changed	change	VERB
cte-230	153	10	since	since	SCONJ
cte-230	153	11	the	the	DET
cte-230	153	12	last	last	ADJ
cte-230	153	13	full	full	ADJ
cte-230	153	14	backup	backup	NOUN
cte-230	153	15	.	.	PUNCT
cte-230	154	1	differential	differential	ADJ
cte-230	154	2	copying	copying	NOUN
cte-230	154	3	speeds	speed	NOUN
cte-230	154	4	up	up	ADP
cte-230	154	5	the	the	DET
cte-230	154	6	recovery	recovery	NOUN
cte-230	154	7	process	process	NOUN
cte-230	154	8	.	.	PUNCT
cte-230	155	1	to	to	PART
cte-230	155	2	save	save	VERB
cte-230	155	3	material	material	NOUN
cte-230	155	4	costs	cost	NOUN
cte-230	155	5	,	,	PUNCT
cte-230	155	6	we	we	PRON
cte-230	155	7	use	use	VERB
cte-230	155	8	almost	almost	ADV
cte-230	155	9	no	no	PRON
cte-230	155	10	server	server	NOUN
cte-230	155	11	equipment	equipment	NOUN
cte-230	155	12	and	and	CCONJ
cte-230	155	13	powerful	powerful	ADJ
cte-230	155	14	and	and	CCONJ
cte-230	155	15	high	high	ADJ
cte-230	155	16	-	-	PUNCT
cte-230	155	17	speed	speed	NOUN
cte-230	155	18	network	network	NOUN
cte-230	155	19	storage	storage	NOUN
cte-230	155	20	in	in	ADP
cte-230	155	21	our	our	PRON
cte-230	155	22	academic	academic	ADJ
cte-230	155	23	cloud	cloud	NOUN
cte-230	155	24	installation	installation	NOUN
cte-230	155	25	.	.	PUNCT
cte-230	156	1	instead	instead	ADV
cte-230	156	2	,	,	PUNCT
cte-230	156	3	we	we	PRON
cte-230	156	4	decided	decide	VERB
cte-230	156	5	to	to	PART
cte-230	156	6	use	use	VERB
cte-230	156	7	cloud	cloud	NOUN
cte-230	156	8	services	service	NOUN
cte-230	156	9	.	.	PUNCT
cte-230	157	1	for	for	ADP
cte-230	157	2	example	example	NOUN
cte-230	157	3	,	,	PUNCT
cte-230	157	4	the	the	DET
cte-230	157	5	google	google	PROPN
cte-230	157	6	drive	drive	NOUN
cte-230	157	7	service	service	NOUN
cte-230	157	8	within	within	ADP
cte-230	157	9	the	the	DET
cte-230	157	10	g	g	PROPN
cte-230	157	11	suite	suite	NOUN
cte-230	157	12	for	for	ADP
cte-230	157	13	education	education	NOUN
cte-230	157	14	package	package	NOUN
cte-230	157	15	offers	offer	VERB
cte-230	157	16	virtually	virtually	ADV
cte-230	157	17	unlimited	unlimited	ADJ
cte-230	157	18	disk	disk	NOUN
cte-230	157	19	space	space	NOUN
cte-230	157	20	[	[	X
cte-230	157	21	20	20	NUM
cte-230	157	22	]	]	PUNCT
cte-230	157	23	.	.	PUNCT
cte-230	158	1	the	the	DET
cte-230	158	2	disadvantage	disadvantage	NOUN
cte-230	158	3	of	of	ADP
cte-230	158	4	such	such	DET
cte-230	158	5	a	a	DET
cte-230	158	6	repository	repository	NOUN
cte-230	158	7	is	be	AUX
cte-230	158	8	the	the	DET
cte-230	158	9	significant	significant	ADJ
cte-230	158	10	time	time	NOUN
cte-230	158	11	to	to	PART
cte-230	158	12	upload	upload	VERB
cte-230	158	13	or	or	CCONJ
cte-230	158	14	download	download	VERB
cte-230	158	15	backups	backup	NOUN
cte-230	158	16	.	.	PUNCT
cte-230	159	1	this	this	DET
cte-230	159	2	speed	speed	NOUN
cte-230	159	3	will	will	AUX
cte-230	159	4	be	be	AUX
cte-230	159	5	limited	limit	VERB
cte-230	159	6	by	by	ADP
cte-230	159	7	the	the	DET
cte-230	159	8	bandwidth	bandwidth	NOUN
cte-230	159	9	of	of	ADP
cte-230	159	10	the	the	DET
cte-230	159	11	university	university	NOUN
cte-230	159	12	’s	’s	PART
cte-230	159	13	internet	internet	NOUN
cte-230	159	14	channel	channel	NOUN
cte-230	159	15	.	.	PUNCT
cte-230	160	1	the	the	DET
cte-230	160	2	latter	latter	ADJ
cte-230	160	3	requirement	requirement	NOUN
cte-230	160	4	can	can	AUX
cte-230	160	5	be	be	AUX
cte-230	160	6	considered	consider	VERB
cte-230	160	7	acceptable	acceptable	ADJ
cte-230	160	8	,	,	PUNCT
cte-230	160	9	as	as	SCONJ
cte-230	160	10	our	our	PRON
cte-230	160	11	implementation	implementation	NOUN
cte-230	160	12	of	of	ADP
cte-230	160	13	the	the	DET
cte-230	160	14	academic	academic	ADJ
cte-230	160	15	cloud	cloud	NOUN
cte-230	160	16	is	be	AUX
cte-230	160	17	used	use	VERB
cte-230	160	18	primarily	primarily	ADV
cte-230	160	19	for	for	ADP
cte-230	160	20	training	training	NOUN
cte-230	160	21	rather	rather	ADV
cte-230	160	22	than	than	ADP
cte-230	160	23	for	for	ADP
cte-230	160	24	production	production	NOUN
cte-230	160	25	.	.	PUNCT
cte-230	161	1	to	to	PART
cte-230	161	2	use	use	VERB
cte-230	161	3	google	google	PROPN
cte-230	161	4	drive	drive	NOUN
cte-230	161	5	in	in	ADP
cte-230	161	6	our	our	PRON
cte-230	161	7	own	own	ADJ
cte-230	161	8	scripts	script	NOUN
cte-230	161	9	,	,	PUNCT
cte-230	161	10	we	we	PRON
cte-230	161	11	need	need	VERB
cte-230	161	12	to	to	PART
cte-230	161	13	use	use	VERB
cte-230	161	14	the	the	DET
cte-230	161	15	api	api	NOUN
cte-230	161	16	of	of	ADP
cte-230	161	17	this	this	DET
cte-230	161	18	service	service	NOUN
cte-230	161	19	.	.	PUNCT
cte-230	162	1	this	this	DET
cte-230	162	2	interface	interface	NOUN
cte-230	162	3	is	be	AUX
cte-230	162	4	accessible	accessible	ADJ
cte-230	162	5	through	through	ADP
cte-230	162	6	google	google	PROPN
cte-230	162	7	developers	developer	NOUN
cte-230	162	8	console	console	PROPN
cte-230	162	9	,	,	PUNCT
cte-230	162	10	a	a	DET
cte-230	162	11	software	software	NOUN
cte-230	162	12	developer	developer	NOUN
cte-230	162	13	service	service	NOUN
cte-230	162	14	.	.	PUNCT
cte-230	163	1	first	first	ADV
cte-230	163	2	you	you	PRON
cte-230	163	3	need	need	VERB
cte-230	163	4	to	to	PART
cte-230	163	5	create	create	VERB
cte-230	163	6	your	your	PRON
cte-230	163	7	own	own	ADJ
cte-230	163	8	project	project	NOUN
cte-230	163	9	.	.	PUNCT
cte-230	164	1	credentials	credential	NOUN
cte-230	164	2	were	be	AUX
cte-230	164	3	created	create	VERB
cte-230	164	4	to	to	PART
cte-230	164	5	access	access	VERB
cte-230	164	6	this	this	DET
cte-230	164	7	project	project	NOUN
cte-230	164	8	.	.	PUNCT
cte-230	165	1	we	we	PRON
cte-230	165	2	have	have	AUX
cte-230	165	3	chosen	choose	VERB
cte-230	165	4	to	to	ADP
cte-230	165	5	access	access	NOUN
cte-230	165	6	oauth	oauth	NOUN
cte-230	165	7	2.0	2.0	NUM
cte-230	165	8	accounts	account	NOUN
cte-230	165	9	.	.	PUNCT
cte-230	166	1	oauth	oauth	NOUN
cte-230	166	2	is	be	AUX
cte-230	166	3	an	an	DET
cte-230	166	4	open	open	ADJ
cte-230	166	5	authorization	authorization	NOUN
cte-230	166	6	standard	standard	NOUN
cte-230	166	7	that	that	PRON
cte-230	166	8	allows	allow	VERB
cte-230	166	9	a	a	DET
cte-230	166	10	user	user	NOUN
cte-230	166	11	or	or	CCONJ
cte-230	166	12	application	application	NOUN
cte-230	166	13	to	to	PART
cte-230	166	14	give	give	VERB
cte-230	166	15	and	and	CCONJ
cte-230	166	16	access	access	NOUN
cte-230	166	17	data	datum	NOUN
cte-230	166	18	without	without	ADP
cte-230	166	19	having	have	VERB
cte-230	166	20	to	to	PART
cte-230	166	21	enter	enter	VERB
cte-230	166	22	a	a	DET
cte-230	166	23	login	login	NOUN
cte-230	166	24	and	and	CCONJ
cte-230	166	25	password	password	NOUN
cte-230	166	26	.	.	PUNCT
cte-230	167	1	access	access	NOUN
cte-230	167	2	tokens	token	NOUN
cte-230	167	3	are	be	AUX
cte-230	167	4	used	use	VERB
cte-230	167	5	for	for	ADP
cte-230	167	6	this	this	DET
cte-230	167	7	purpose	purpose	NOUN
cte-230	167	8	.	.	PUNCT
cte-230	168	1	each	each	DET
cte-230	168	2	access	access	NOUN
cte-230	168	3	token	token	VERB
cte-230	168	4	provides	provide	VERB
cte-230	168	5	access	access	NOUN
cte-230	168	6	to	to	ADP
cte-230	168	7	a	a	DET
cte-230	168	8	specific	specific	ADJ
cte-230	168	9	client	client	NOUN
cte-230	168	10	to	to	ADP
cte-230	168	11	specific	specific	ADJ
cte-230	168	12	resources	resource	NOUN
cte-230	168	13	and	and	CCONJ
cte-230	168	14	for	for	ADP
cte-230	168	15	a	a	DET
cte-230	168	16	specified	specified	ADJ
cte-230	168	17	period	period	NOUN
cte-230	168	18	of	of	ADP
cte-230	168	19	time	time	NOUN
cte-230	168	20	[	[	X
cte-230	168	21	20	20	NUM
cte-230	168	22	]	]	PUNCT
cte-230	168	23	.	.	PUNCT
cte-230	169	1	after	after	ADP
cte-230	169	2	adding	add	VERB
cte-230	169	3	a	a	DET
cte-230	169	4	new	new	ADJ
cte-230	169	5	project	project	NOUN
cte-230	169	6	,	,	PUNCT
cte-230	169	7	we	we	PRON
cte-230	169	8	created	create	VERB
cte-230	169	9	new	new	ADJ
cte-230	169	10	data	datum	NOUN
cte-230	169	11	for	for	ADP
cte-230	169	12	authentication	authentication	NOUN
cte-230	169	13	,	,	PUNCT
cte-230	169	14	selected	select	VERB
cte-230	169	15	the	the	DET
cte-230	169	16	type	type	NOUN
cte-230	169	17	of	of	ADP
cte-230	169	18	application	application	NOUN
cte-230	169	19	(	(	PUNCT
cte-230	169	20	desktop	desktop	NOUN
cte-230	169	21	)	)	PUNCT
cte-230	169	22	and	and	CCONJ
cte-230	169	23	activated	activate	VERB
cte-230	169	24	the	the	DET
cte-230	169	25	appropriate	appropriate	ADJ
cte-230	169	26	api	api	NOUN
cte-230	169	27	(	(	PUNCT
cte-230	169	28	google	google	PROPN
cte-230	169	29	drive	drive	PROPN
cte-230	169	30	api	api	NOUN
cte-230	169	31	)	)	PUNCT
cte-230	169	32	.	.	PUNCT
cte-230	170	1	our	our	PRON
cte-230	170	2	research	research	NOUN
cte-230	170	3	was	be	AUX
cte-230	170	4	performed	perform	VERB
cte-230	170	5	at	at	ADP
cte-230	170	6	the	the	DET
cte-230	170	7	joint	joint	ADJ
cte-230	170	8	laboratory	laboratory	NOUN
cte-230	170	9	of	of	ADP
cte-230	170	10	the	the	DET
cte-230	170	11	institute	institute	PROPN
cte-230	170	12	of	of	ADP
cte-230	170	13	information	information	NOUN
cte-230	170	14	technologies	technology	NOUN
cte-230	170	15	and	and	CCONJ
cte-230	170	16	learning	learn	VERB
cte-230	170	17	tools	tool	NOUN
cte-230	170	18	of	of	ADP
cte-230	170	19	the	the	DET
cte-230	170	20	national	national	PROPN
cte-230	170	21	academy	academy	PROPN
cte-230	170	22	of	of	ADP
cte-230	170	23	educational	educational	ADJ
cte-230	170	24	sciences	science	NOUN
cte-230	170	25	of	of	ADP
cte-230	170	26	ukraine	ukraine	NOUN
cte-230	170	27	,	,	PUNCT
cte-230	170	28	and	and	CCONJ
cte-230	170	29	ternopil	ternopil	VERB
cte-230	170	30	volodymyr	volodymyr	PROPN
cte-230	170	31	hnatiuk	hnatiuk	PROPN
cte-230	170	32	national	national	PROPN
cte-230	170	33	pedagogical	pedagogical	ADJ
cte-230	170	34	university	university	NOUN
cte-230	170	35	.	.	PUNCT
cte-230	171	1	our	our	PRON
cte-230	171	2	academic	academic	ADJ
cte-230	171	3	cloud	cloud	NOUN
cte-230	171	4	deployment	deployment	NOUN
cte-230	171	5	contains	contain	VERB
cte-230	171	6	the	the	DET
cte-230	171	7	following	follow	VERB
cte-230	171	8	objects	object	NOUN
cte-230	171	9	:	:	PUNCT
cte-230	171	10	•	•	NUM
cte-230	171	11	one	one	NUM
cte-230	171	12	management	management	NOUN
cte-230	171	13	server	server	NOUN
cte-230	171	14	;	;	PUNCT
cte-230	171	15	•	•	NUM
cte-230	171	16	four	four	NUM
cte-230	171	17	hosts	host	NOUN
cte-230	171	18	for	for	ADP
cte-230	171	19	running	run	VERB
cte-230	171	20	vms	vms	PROPN
cte-230	171	21	instances	instance	NOUN
cte-230	171	22	;	;	PUNCT
cte-230	171	23	•	•	NUM
cte-230	171	24	four	four	NUM
cte-230	171	25	primary	primary	ADJ
cte-230	171	26	repositories	repository	NOUN
cte-230	171	27	containing	contain	VERB
cte-230	171	28	disks	disk	NOUN
cte-230	171	29	of	of	ADP
cte-230	171	30	these	these	DET
cte-230	171	31	vms	vms	NOUN
cte-230	171	32	;	;	PUNCT
cte-230	171	33	•	•	NUM
cte-230	171	34	one	one	NUM
cte-230	171	35	secondary	secondary	ADJ
cte-230	171	36	repository	repository	NOUN
cte-230	171	37	for	for	ADP
cte-230	171	38	saving	save	VERB
cte-230	171	39	templates	template	NOUN
cte-230	171	40	and	and	CCONJ
cte-230	171	41	iso	iso	NOUN
cte-230	171	42	images	image	NOUN
cte-230	171	43	.	.	PUNCT
cte-230	172	1	171	171	NUM
cte-230	172	2	cte	cte	NOUN
cte-230	172	3	workshop	workshop	NOUN
cte-230	172	4	proceedings	proceeding	NOUN
cte-230	172	5	,	,	PUNCT
cte-230	172	6	2021	2021	NUM
cte-230	172	7	,	,	PUNCT
cte-230	172	8	vol	vol	NOUN
cte-230	172	9	.	.	NOUN
cte-230	172	10	8	8	NUM
cte-230	172	11	:	:	PUNCT
cte-230	172	12	cte-2020	cte-2020	NOUN
cte-230	172	13	,	,	PUNCT
cte-230	172	14	pp	pp	ADP
cte-230	172	15	.	.	PUNCT
cte-230	173	1	165	165	NUM
cte-230	173	2	-	-	SYM
cte-230	173	3	178	178	NUM
cte-230	173	4	because	because	SCONJ
cte-230	173	5	templates	template	NOUN
cte-230	173	6	and	and	CCONJ
cte-230	173	7	iso	iso	NOUN
cte-230	173	8	images	image	NOUN
cte-230	173	9	do	do	AUX
cte-230	173	10	not	not	PART
cte-230	173	11	change	change	VERB
cte-230	173	12	,	,	PUNCT
cte-230	173	13	but	but	CCONJ
cte-230	173	14	only	only	ADV
cte-230	173	15	new	new	ADJ
cte-230	173	16	ones	one	NOUN
cte-230	173	17	are	be	AUX
cte-230	173	18	added	add	VERB
cte-230	173	19	,	,	PUNCT
cte-230	173	20	we	we	PRON
cte-230	173	21	chose	choose	VERB
cte-230	173	22	the	the	DET
cte-230	173	23	incremental	incremental	ADJ
cte-230	173	24	method	method	NOUN
cte-230	173	25	to	to	PART
cte-230	173	26	back	back	VERB
cte-230	173	27	up	up	ADP
cte-230	173	28	the	the	DET
cte-230	173	29	secondary	secondary	ADJ
cte-230	173	30	storage	storage	NOUN
cte-230	173	31	.	.	PUNCT
cte-230	174	1	its	its	PRON
cte-230	174	2	implementation	implementation	NOUN
cte-230	174	3	was	be	AUX
cte-230	174	4	based	base	VERB
cte-230	174	5	on	on	ADP
cte-230	174	6	the	the	DET
cte-230	174	7	use	use	NOUN
cte-230	174	8	of	of	ADP
cte-230	174	9	a	a	DET
cte-230	174	10	ready	ready	ADV
cte-230	174	11	-	-	PUNCT
cte-230	174	12	made	make	VERB
cte-230	174	13	utility	utility	NOUN
cte-230	174	14	for	for	ADP
cte-230	174	15	synchronizing	synchronize	VERB
cte-230	174	16	storage	storage	NOUN
cte-230	174	17	files	file	NOUN
cte-230	174	18	.	.	PUNCT
cte-230	175	1	unfortunately	unfortunately	ADV
cte-230	175	2	,	,	PUNCT
cte-230	175	3	there	there	PRON
cte-230	175	4	is	be	VERB
cte-230	175	5	currently	currently	ADV
cte-230	175	6	almost	almost	ADV
cte-230	175	7	no	no	PRON
cte-230	175	8	such	such	ADJ
cte-230	175	9	high	high	ADJ
cte-230	175	10	-	-	PUNCT
cte-230	175	11	quality	quality	NOUN
cte-230	175	12	utility	utility	NOUN
cte-230	175	13	like	like	ADP
cte-230	175	14	google	google	PROPN
cte-230	175	15	back	back	ADV
cte-230	175	16	-	-	PUNCT
cte-230	175	17	up	up	NOUN
cte-230	175	18	and	and	CCONJ
cte-230	175	19	sync	sync	NOUN
cte-230	175	20	,	,	PUNCT
cte-230	175	21	which	which	PRON
cte-230	175	22	is	be	AUX
cte-230	175	23	developed	develop	VERB
cte-230	175	24	for	for	ADP
cte-230	175	25	oc	oc	X
cte-230	175	26	windows	window	NOUN
cte-230	175	27	.	.	PUNCT
cte-230	176	1	we	we	PRON
cte-230	176	2	analysed	analyse	VERB
cte-230	176	3	several	several	ADJ
cte-230	176	4	tools	tool	NOUN
cte-230	176	5	such	such	ADJ
cte-230	176	6	as	as	ADP
cte-230	176	7	:	:	PUNCT
cte-230	176	8	•	•	NOUN
cte-230	176	9	gdrive	gdrive	ADJ
cte-230	176	10	(	(	PUNCT
cte-230	176	11	grive2	grive2	PROPN
cte-230	176	12	)	)	PUNCT
cte-230	176	13	.	.	PUNCT
cte-230	177	1	google	google	PROPN
cte-230	177	2	drive	drive	PROPN
cte-230	177	3	client	client	NOUN
cte-230	177	4	with	with	ADP
cte-230	177	5	the	the	DET
cte-230	177	6	support	support	NOUN
cte-230	177	7	for	for	ADP
cte-230	177	8	the	the	DET
cte-230	177	9	new	new	ADJ
cte-230	177	10	drive	drive	NOUN
cte-230	177	11	rest	rest	NOUN
cte-230	177	12	api	api	NOUN
cte-230	177	13	and	and	CCONJ
cte-230	177	14	partial	partial	ADJ
cte-230	177	15	sync	sync	NOUN
cte-230	177	16	.	.	PUNCT
cte-230	178	1	it	it	PRON
cte-230	178	2	ca	can	AUX
cte-230	178	3	n’t	not	PART
cte-230	178	4	provide	provide	VERB
cte-230	178	5	continuously	continuously	ADV
cte-230	178	6	wait	wait	VERB
cte-230	178	7	for	for	SCONJ
cte-230	178	8	changes	change	NOUN
cte-230	178	9	in	in	ADP
cte-230	178	10	file	file	NOUN
cte-230	178	11	system	system	NOUN
cte-230	178	12	or	or	CCONJ
cte-230	178	13	in	in	ADP
cte-230	178	14	google	google	PROPN
cte-230	178	15	drive	drive	NOUN
cte-230	178	16	to	to	PART
cte-230	178	17	occur	occur	VERB
cte-230	178	18	and	and	CCONJ
cte-230	178	19	upload	upload	VERB
cte-230	178	20	.	.	PUNCT
cte-230	179	1	•	•	NUM
cte-230	179	2	gnome	gnome	NOUN
cte-230	179	3	-	-	PUNCT
cte-230	179	4	online	online	NOUN
cte-230	179	5	-	-	PUNCT
cte-230	179	6	accounts	account	NOUN
cte-230	179	7	.	.	PUNCT
cte-230	180	1	it	it	PRON
cte-230	180	2	is	be	AUX
cte-230	180	3	system	system	NOUN
cte-230	180	4	utility	utility	NOUN
cte-230	180	5	located	locate	VERB
cte-230	180	6	within	within	ADP
cte-230	180	7	system	system	NOUN
cte-230	180	8	’s	’s	PART
cte-230	180	9	settings	setting	NOUN
cte-230	180	10	in	in	ADP
cte-230	180	11	gnome	gnome	PROPN
cte-230	180	12	gui	gui	NOUN
cte-230	180	13	.	.	PUNCT
cte-230	181	1	but	but	CCONJ
cte-230	181	2	it	it	PRON
cte-230	181	3	can	can	AUX
cte-230	181	4	only	only	ADV
cte-230	181	5	be	be	AUX
cte-230	181	6	executed	execute	VERB
cte-230	181	7	in	in	ADP
cte-230	181	8	a	a	DET
cte-230	181	9	graphical	graphical	ADJ
cte-230	181	10	interface	interface	NOUN
cte-230	181	11	.	.	PUNCT
cte-230	182	1	•	•	NUM
cte-230	182	2	gosync	gosync	NOUN
cte-230	182	3	is	be	AUX
cte-230	182	4	a	a	DET
cte-230	182	5	google	google	PROPN
cte-230	182	6	drive	drive	NOUN
cte-230	182	7	client	client	NOUN
cte-230	182	8	with	with	ADP
cte-230	182	9	gui	gui	NOUN
cte-230	182	10	support	support	NOUN
cte-230	182	11	for	for	ADP
cte-230	182	12	linux	linux	NOUN
cte-230	182	13	.	.	PUNCT
cte-230	183	1	it	it	PRON
cte-230	183	2	is	be	AUX
cte-230	183	3	designed	design	VERB
cte-230	183	4	under	under	ADP
cte-230	183	5	the	the	DET
cte-230	183	6	gnu	gnu	PROPN
cte-230	183	7	general	general	ADJ
cte-230	183	8	public	public	ADJ
cte-230	183	9	license	license	NOUN
cte-230	183	10	.	.	PUNCT
cte-230	184	1	the	the	DET
cte-230	184	2	client	client	NOUN
cte-230	184	3	is	be	AUX
cte-230	184	4	not	not	PART
cte-230	184	5	perfect	perfect	ADJ
cte-230	184	6	enough	enough	ADV
cte-230	184	7	,	,	PUNCT
cte-230	184	8	for	for	ADP
cte-230	184	9	example	example	NOUN
cte-230	184	10	,	,	PUNCT
cte-230	184	11	it	it	PRON
cte-230	184	12	has	have	VERB
cte-230	184	13	automatic	automatic	ADJ
cte-230	184	14	regular	regular	ADJ
cte-230	184	15	synchronization	synchronization	NOUN
cte-230	184	16	every	every	DET
cte-230	184	17	10	10	NUM
cte-230	184	18	minutes	minute	NOUN
cte-230	184	19	.	.	PUNCT
cte-230	185	1	•	•	NUM
cte-230	185	2	google	google	NOUN
cte-230	185	3	-	-	PUNCT
cte-230	185	4	drive	drive	NOUN
cte-230	185	5	-	-	PUNCT
cte-230	185	6	ocamlfuse	ocamlfuse	NOUN
cte-230	185	7	is	be	AUX
cte-230	185	8	a	a	DET
cte-230	185	9	fuse	fuse	NOUN
cte-230	185	10	(	(	PUNCT
cte-230	185	11	filesystem	filesystem	VERB
cte-230	185	12	in	in	ADP
cte-230	185	13	userspace	userspace	NOUN
cte-230	185	14	)	)	PUNCT
cte-230	185	15	filesystem	filesystem	NOUN
cte-230	185	16	for	for	ADP
cte-230	185	17	google	google	PROPN
cte-230	185	18	drive	drive	NOUN
cte-230	185	19	,	,	PUNCT
cte-230	185	20	written	write	VERB
cte-230	185	21	in	in	ADP
cte-230	185	22	ocaml	ocaml	PROPN
cte-230	185	23	.	.	PUNCT
cte-230	186	1	fuse	fuse	NOUN
cte-230	186	2	is	be	AUX
cte-230	186	3	a	a	DET
cte-230	186	4	free	free	ADJ
cte-230	186	5	module	module	NOUN
cte-230	186	6	for	for	ADP
cte-230	186	7	the	the	DET
cte-230	186	8	kernel	kernel	NOUN
cte-230	186	9	of	of	ADP
cte-230	186	10	unix	unix	NOUN
cte-230	186	11	-	-	PUNCT
cte-230	186	12	like	like	ADJ
cte-230	186	13	operating	operating	NOUN
cte-230	186	14	systems	system	NOUN
cte-230	186	15	.	.	PUNCT
cte-230	187	1	it	it	PRON
cte-230	187	2	allows	allow	VERB
cte-230	187	3	developers	developer	NOUN
cte-230	187	4	to	to	PART
cte-230	187	5	create	create	VERB
cte-230	187	6	new	new	ADJ
cte-230	187	7	types	type	NOUN
cte-230	187	8	of	of	ADP
cte-230	187	9	file	file	NOUN
cte-230	187	10	systems	system	NOUN
cte-230	187	11	available	available	ADJ
cte-230	187	12	for	for	SCONJ
cte-230	187	13	users	user	NOUN
cte-230	187	14	to	to	PART
cte-230	187	15	mount	mount	VERB
cte-230	187	16	without	without	ADP
cte-230	187	17	the	the	DET
cte-230	187	18	root	root	NOUN
cte-230	187	19	privileges	privilege	NOUN
cte-230	187	20	of	of	ADP
cte-230	187	21	google	google	PROPN
cte-230	187	22	drive	drive	NOUN
cte-230	187	23	on	on	ADP
cte-230	187	24	linux	linux	PROPN
cte-230	187	25	.	.	PUNCT
cte-230	188	1	we	we	PRON
cte-230	188	2	used	use	VERB
cte-230	188	3	the	the	DET
cte-230	188	4	latest	late	ADJ
cte-230	188	5	utility	utility	NOUN
cte-230	188	6	.	.	PUNCT
cte-230	189	1	here	here	ADV
cte-230	189	2	are	be	AUX
cte-230	189	3	its	its	PRON
cte-230	189	4	main	main	ADJ
cte-230	189	5	features	feature	NOUN
cte-230	189	6	[	[	X
cte-230	189	7	11	11	NUM
cte-230	189	8	]	]	SYM
cte-230	189	9	:	:	PUNCT
cte-230	189	10	•	•	NUM
cte-230	189	11	full	full	ADJ
cte-230	189	12	read	read	NOUN
cte-230	189	13	/	/	SYM
cte-230	189	14	write	write	NOUN
cte-230	189	15	access	access	NOUN
cte-230	189	16	to	to	ADP
cte-230	189	17	ordinary	ordinary	ADJ
cte-230	189	18	files	file	NOUN
cte-230	189	19	and	and	CCONJ
cte-230	189	20	folders	folder	NOUN
cte-230	189	21	;	;	PUNCT
cte-230	189	22	•	•	NUM
cte-230	189	23	read	read	VERB
cte-230	189	24	-	-	PUNCT
cte-230	189	25	only	only	ADJ
cte-230	189	26	access	access	NOUN
cte-230	189	27	to	to	ADP
cte-230	189	28	google	google	PROPN
cte-230	189	29	docs	docs	PROPN
cte-230	189	30	,	,	PUNCT
cte-230	189	31	sheets	sheet	NOUN
cte-230	189	32	,	,	PUNCT
cte-230	189	33	and	and	CCONJ
cte-230	189	34	slides	slide	NOUN
cte-230	189	35	;	;	PUNCT
cte-230	189	36	•	•	NUM
cte-230	189	37	multiple	multiple	ADJ
cte-230	189	38	account	account	NOUN
cte-230	189	39	support	support	NOUN
cte-230	189	40	;	;	PUNCT
cte-230	189	41	•	•	NUM
cte-230	189	42	duplicate	duplicate	NOUN
cte-230	189	43	file	file	NOUN
cte-230	189	44	handling	handling	NOUN
cte-230	189	45	;	;	PUNCT
cte-230	189	46	•	•	X
cte-230	189	47	access	access	NOUN
cte-230	189	48	to	to	ADP
cte-230	189	49	trash	trash	NOUN
cte-230	189	50	;	;	PUNCT
cte-230	189	51	•	•	ADP
cte-230	189	52	storing	store	VERB
cte-230	189	53	unix	unix	NOUN
cte-230	189	54	permissions	permission	NOUN
cte-230	189	55	and	and	CCONJ
cte-230	189	56	ownership	ownership	NOUN
cte-230	189	57	;	;	PUNCT
cte-230	189	58	•	•	NUM
cte-230	189	59	support	support	NOUN
cte-230	189	60	symbolic	symbolic	ADJ
cte-230	189	61	links	link	NOUN
cte-230	189	62	;	;	PUNCT
cte-230	189	63	•	•	NUM
cte-230	189	64	streaming	stream	VERB
cte-230	189	65	through	through	ADP
cte-230	189	66	read	read	NOUN
cte-230	189	67	-	-	PUNCT
cte-230	189	68	ahead	ahead	ADP
cte-230	189	69	buffers	buffer	NOUN
cte-230	189	70	.	.	PUNCT
cte-230	190	1	some	some	DET
cte-230	190	2	problem	problem	NOUN
cte-230	190	3	was	be	AUX
cte-230	190	4	that	that	SCONJ
cte-230	190	5	the	the	DET
cte-230	190	6	utility	utility	NOUN
cte-230	190	7	requires	require	VERB
cte-230	190	8	authorization	authorization	NOUN
cte-230	190	9	using	use	VERB
cte-230	190	10	a	a	DET
cte-230	190	11	browser	browser	NOUN
cte-230	190	12	in	in	ADP
cte-230	190	13	a	a	DET
cte-230	190	14	graphical	graphical	ADJ
cte-230	190	15	interface	interface	NOUN
cte-230	190	16	.	.	PUNCT
cte-230	191	1	therefore	therefore	ADV
cte-230	191	2	,	,	PUNCT
cte-230	191	3	we	we	PRON
cte-230	191	4	used	use	VERB
cte-230	191	5	an	an	DET
cte-230	191	6	alternative	alternative	ADJ
cte-230	191	7	authorization	authorization	NOUN
cte-230	191	8	mode	mode	NOUN
cte-230	191	9	.	.	PUNCT
cte-230	192	1	since	since	SCONJ
cte-230	192	2	we	we	PRON
cte-230	192	3	already	already	ADV
cte-230	192	4	had	have	VERB
cte-230	192	5	our	our	PRON
cte-230	192	6	own	own	ADJ
cte-230	192	7	oauth2	oauth2	PROPN
cte-230	192	8	client	client	NOUN
cte-230	192	9	i	i	PROPN
cte-230	192	10	d	d	PROPN
cte-230	192	11	and	and	CCONJ
cte-230	192	12	client	client	PROPN
cte-230	192	13	secret	secret	NOUN
cte-230	192	14	,	,	PUNCT
cte-230	192	15	we	we	PRON
cte-230	192	16	specified	specify	VERB
cte-230	192	17	them	they	PRON
cte-230	192	18	in	in	ADP
cte-230	192	19	the	the	DET
cte-230	192	20	command	command	NOUN
cte-230	192	21	:	:	PUNCT
cte-230	192	22	google	google	NOUN
cte-230	192	23	-	-	PUNCT
cte-230	192	24	drive	drive	NOUN
cte-230	192	25	-	-	PUNCT
cte-230	192	26	ocamlfuse	ocamlfuse	NOUN
cte-230	192	27	-id	-id	PROPN
cte-230	192	28	12345678.apps.googleusercontent.com	12345678.apps.googleusercontent.com	NUM
cte-230	192	29	-secret	-secret	NOUN
cte-230	192	30	abcde12345	abcde12345	PROPN
cte-230	192	31	as	as	SCONJ
cte-230	192	32	the	the	DET
cte-230	192	33	command	command	NOUN
cte-230	192	34	tries	try	VERB
cte-230	192	35	to	to	PART
cte-230	192	36	start	start	VERB
cte-230	192	37	the	the	DET
cte-230	192	38	browser	browser	NOUN
cte-230	192	39	on	on	ADP
cte-230	192	40	the	the	DET
cte-230	192	41	server	server	NOUN
cte-230	192	42	where	where	SCONJ
cte-230	192	43	there	there	PRON
cte-230	192	44	is	be	VERB
cte-230	192	45	no	no	DET
cte-230	192	46	gui	gui	NOUN
cte-230	192	47	we	we	PRON
cte-230	192	48	formed	form	VERB
cte-230	192	49	the	the	DET
cte-230	192	50	necessary	necessary	ADJ
cte-230	192	51	url	url	NOUN
cte-230	192	52	as	as	SCONJ
cte-230	192	53	it	it	PRON
cte-230	192	54	is	be	AUX
cte-230	192	55	written	write	VERB
cte-230	192	56	in	in	ADP
cte-230	192	57	the	the	DET
cte-230	192	58	documentation	documentation	NOUN
cte-230	192	59	on	on	ADP
cte-230	192	60	google	google	PROPN
cte-230	192	61	developers	developer	NOUN
cte-230	192	62	console	console	PROPN
cte-230	192	63	.	.	PUNCT
cte-230	193	1	after	after	ADP
cte-230	193	2	going	go	VERB
cte-230	193	3	to	to	ADP
cte-230	193	4	this	this	DET
cte-230	193	5	address	address	NOUN
cte-230	193	6	,	,	PUNCT
cte-230	193	7	we	we	PRON
cte-230	193	8	received	receive	VERB
cte-230	193	9	a	a	DET
cte-230	193	10	verification	verification	NOUN
cte-230	193	11	code	code	NOUN
cte-230	193	12	.	.	PUNCT
cte-230	194	1	this	this	DET
cte-230	194	2	code	code	NOUN
cte-230	194	3	gave	give	VERB
cte-230	194	4	access	access	NOUN
cte-230	194	5	to	to	ADP
cte-230	194	6	folder	folder	NOUN
cte-230	194	7	synchronization	synchronization	NOUN
cte-230	194	8	to	to	ADP
cte-230	194	9	the	the	DET
cte-230	194	10	google	google	PROPN
cte-230	194	11	drive	drive	NOUN
cte-230	194	12	.	.	PUNCT
cte-230	195	1	for	for	ADP
cte-230	195	2	security	security	NOUN
cte-230	195	3	reasons	reason	NOUN
cte-230	195	4	,	,	PUNCT
cte-230	195	5	we	we	PRON
cte-230	195	6	decided	decide	VERB
cte-230	195	7	to	to	PART
cte-230	195	8	sync	sync	VERB
cte-230	195	9	not	not	PART
cte-230	195	10	the	the	DET
cte-230	195	11	secondary	secondary	ADJ
cte-230	195	12	storage	storage	NOUN
cte-230	195	13	itself	itself	PRON
cte-230	195	14	,	,	PUNCT
cte-230	195	15	but	but	CCONJ
cte-230	195	16	a	a	DET
cte-230	195	17	copy	copy	NOUN
cte-230	195	18	of	of	ADP
cte-230	195	19	it	it	PRON
cte-230	195	20	from	from	ADP
cte-230	195	21	the	the	DET
cte-230	195	22	backup	backup	ADJ
cte-230	195	23	drive	drive	NOUN
cte-230	195	24	(	(	PUNCT
cte-230	195	25	backup_secondary	backup_secondary	ADJ
cte-230	195	26	task	task	NOUN
cte-230	195	27	,	,	PUNCT
cte-230	195	28	see	see	VERB
cte-230	195	29	figure	figure	NOUN
cte-230	195	30	1	1	NUM
cte-230	195	31	)	)	PUNCT
cte-230	195	32	.	.	PUNCT
cte-230	196	1	so	so	ADV
cte-230	196	2	,	,	PUNCT
cte-230	196	3	we	we	PRON
cte-230	196	4	first	first	ADV
cte-230	196	5	synchronized	synchronize	VERB
cte-230	196	6	local	local	ADJ
cte-230	196	7	folders	folder	NOUN
cte-230	196	8	with	with	ADP
cte-230	196	9	the	the	DET
cte-230	196	10	command	command	NOUN
cte-230	196	11	:	:	PUNCT
cte-230	196	12	rsync	rsync	NOUN
cte-230	196	13	-azvh	-azvh	PROPN
cte-230	196	14	/export	/export	NOUN
cte-230	196	15	/	/	SYM
cte-230	196	16	secondary	secondary	ADJ
cte-230	196	17	/export	/export	NOUN
cte-230	196	18	/	/	SYM
cte-230	196	19	sync_secondary	sync_secondary	PROPN
cte-230	196	20	/	/	SYM
cte-230	196	21	arch_cloud	arch_cloud	PROPN
cte-230	196	22	where	where	SCONJ
cte-230	196	23	/export	/export	NOUN
cte-230	196	24	/	/	SYM
cte-230	196	25	secondary	secondary	ADJ
cte-230	196	26	–	–	PUNCT
cte-230	196	27	the	the	DET
cte-230	196	28	secondary	secondary	ADJ
cte-230	196	29	storage	storage	NOUN
cte-230	196	30	of	of	ADP
cte-230	196	31	apache	apache	PROPN
cte-230	196	32	cloudstack	cloudstack	NOUN
cte-230	196	33	infrastructure	infrastructure	NOUN
cte-230	196	34	;	;	PUNCT
cte-230	196	35	/export	/export	X
cte-230	196	36	/	/	SYM
cte-230	196	37	sync_secondary	sync_secondary	ADJ
cte-230	196	38	/	/	SYM
cte-230	196	39	arch_cloud	arch_cloud	PROPN
cte-230	196	40	–	–	PUNCT
cte-230	196	41	the	the	DET
cte-230	196	42	local	local	ADJ
cte-230	196	43	copy	copy	NOUN
cte-230	196	44	of	of	ADP
cte-230	196	45	this	this	DET
cte-230	196	46	storage	storage	NOUN
cte-230	196	47	.	.	PUNCT
cte-230	197	1	172	172	NUM
cte-230	197	2	cte	cte	NOUN
cte-230	197	3	workshop	workshop	NOUN
cte-230	197	4	proceedings	proceeding	NOUN
cte-230	197	5	,	,	PUNCT
cte-230	197	6	2021	2021	NUM
cte-230	197	7	,	,	PUNCT
cte-230	197	8	vol	vol	NOUN
cte-230	197	9	.	.	NOUN
cte-230	197	10	8	8	NUM
cte-230	197	11	:	:	PUNCT
cte-230	197	12	cte-2020	cte-2020	NOUN
cte-230	197	13	,	,	PUNCT
cte-230	197	14	pp	pp	ADP
cte-230	197	15	.	.	PUNCT
cte-230	198	1	165	165	NUM
cte-230	198	2	-	-	SYM
cte-230	198	3	178	178	NUM
cte-230	198	4	figure	figure	NOUN
cte-230	198	5	1	1	NUM
cte-230	198	6	:	:	PUNCT
cte-230	198	7	academic	academic	ADJ
cte-230	198	8	cloud	cloud	NOUN
cte-230	198	9	infrastructure	infrastructure	PROPN
cte-230	198	10	backup	backup	PROPN
cte-230	198	11	scheme	scheme	NOUN
cte-230	198	12	.	.	PUNCT
cte-230	199	1	to	to	PART
cte-230	199	2	synchronize	synchronize	VERB
cte-230	199	3	the	the	DET
cte-230	199	4	/export	/export	NOUN
cte-230	199	5	/	/	SYM
cte-230	199	6	sync_secondary	sync_secondary	ADJ
cte-230	199	7	/	/	SYM
cte-230	199	8	arch_cloud	arch_cloud	PROPN
cte-230	199	9	folder	folder	NOUN
cte-230	199	10	,	,	PUNCT
cte-230	199	11	the	the	DET
cte-230	199	12	following	follow	VERB
cte-230	199	13	command	command	NOUN
cte-230	199	14	has	have	AUX
cte-230	199	15	been	be	AUX
cte-230	199	16	added	add	VERB
cte-230	199	17	to	to	ADP
cte-230	199	18	the	the	DET
cte-230	199	19	server	server	NOUN
cte-230	199	20	task	task	NOUN
cte-230	199	21	scheduler	scheduler	NOUN
cte-230	199	22	:	:	PUNCT
cte-230	199	23	google	google	NOUN
cte-230	199	24	-	-	PUNCT
cte-230	199	25	drive	drive	NOUN
cte-230	199	26	-	-	PUNCT
cte-230	199	27	ocamlfuse	ocamlfuse	NOUN
cte-230	199	28	/export	/export	PUNCT
cte-230	200	1	/	/	SYM
cte-230	200	2	sync_secondary	sync_secondary	ADJ
cte-230	200	3	it	it	PRON
cte-230	200	4	runs	run	VERB
cte-230	200	5	every	every	DET
cte-230	200	6	time	time	NOUN
cte-230	200	7	a	a	DET
cte-230	200	8	server	server	NOUN
cte-230	200	9	with	with	ADP
cte-230	200	10	secondary	secondary	ADJ
cte-230	200	11	storage	storage	NOUN
cte-230	200	12	is	be	AUX
cte-230	200	13	loaded	load	VERB
cte-230	200	14	.	.	PUNCT
cte-230	201	1	a	a	DET
cte-230	201	2	backup	backup	NOUN
cte-230	201	3	of	of	ADP
cte-230	201	4	all	all	DET
cte-230	201	5	databases	database	NOUN
cte-230	201	6	is	be	AUX
cte-230	201	7	required	require	VERB
cte-230	201	8	to	to	PART
cte-230	201	9	restore	restore	VERB
cte-230	201	10	the	the	DET
cte-230	201	11	apache	apache	NOUN
cte-230	201	12	cloudstack	cloudstack	NOUN
cte-230	201	13	cloud	cloud	NOUN
cte-230	201	14	infrastructure	infrastructure	NOUN
cte-230	201	15	.	.	PUNCT
cte-230	202	1	these	these	PRON
cte-230	202	2	are	be	AUX
cte-230	202	3	such	such	ADJ
cte-230	202	4	databases	database	NOUN
cte-230	202	5	:	:	PUNCT
cte-230	202	6	•	•	NUM
cte-230	202	7	cloud	cloud	NOUN
cte-230	202	8	.	.	PUNCT
cte-230	203	1	it	it	PRON
cte-230	203	2	contains	contain	VERB
cte-230	203	3	all	all	DET
cte-230	203	4	objects	object	NOUN
cte-230	203	5	of	of	ADP
cte-230	203	6	cloud	cloud	NOUN
cte-230	203	7	infrastructure	infrastructure	NOUN
cte-230	203	8	.	.	PUNCT
cte-230	204	1	•	•	NUM
cte-230	204	2	cloud_usage	cloud_usage	NOUN
cte-230	204	3	.	.	PUNCT
cte-230	205	1	a	a	DET
cte-230	205	2	database	database	NOUN
cte-230	205	3	that	that	PRON
cte-230	205	4	contains	contain	VERB
cte-230	205	5	generalized	generalized	ADJ
cte-230	205	6	data	datum	NOUN
cte-230	205	7	on	on	ADP
cte-230	205	8	resource	resource	NOUN
cte-230	205	9	consumption	consumption	NOUN
cte-230	205	10	by	by	ADP
cte-230	205	11	the	the	DET
cte-230	205	12	end	end	NOUN
cte-230	205	13	user	user	NOUN
cte-230	205	14	.	.	PUNCT
cte-230	206	1	it	it	PRON
cte-230	206	2	is	be	AUX
cte-230	206	3	used	use	VERB
cte-230	206	4	to	to	PART
cte-230	206	5	obtain	obtain	VERB
cte-230	206	6	statistics	statistic	NOUN
cte-230	206	7	and	and	CCONJ
cte-230	206	8	compile	compile	NOUN
cte-230	206	9	reports	report	NOUN
cte-230	206	10	.	.	PUNCT
cte-230	207	1	since	since	SCONJ
cte-230	207	2	the	the	DET
cte-230	207	3	backup	backup	NOUN
cte-230	207	4	of	of	ADP
cte-230	207	5	these	these	DET
cte-230	207	6	databases	database	NOUN
cte-230	207	7	is	be	AUX
cte-230	207	8	quite	quite	ADV
cte-230	207	9	small	small	ADJ
cte-230	207	10	,	,	PUNCT
cte-230	207	11	we	we	PRON
cte-230	207	12	decided	decide	VERB
cte-230	207	13	to	to	PART
cte-230	207	14	store	store	VERB
cte-230	207	15	all	all	DET
cte-230	207	16	backups	backup	NOUN
cte-230	207	17	in	in	ADP
cte-230	207	18	the	the	DET
cte-230	207	19	cloud	cloud	NOUN
cte-230	207	20	storage	storage	NOUN
cte-230	207	21	(	(	PUNCT
cte-230	207	22	backup_database	backup_database	VERB
cte-230	207	23	task	task	NOUN
cte-230	207	24	,	,	PUNCT
cte-230	207	25	see	see	VERB
cte-230	207	26	figure	figure	NOUN
cte-230	207	27	1	1	NUM
cte-230	207	28	)	)	PUNCT
cte-230	207	29	.	.	PUNCT
cte-230	208	1	the	the	DET
cte-230	208	2	traditional	traditional	ADJ
cte-230	208	3	database	database	NOUN
cte-230	208	4	for	for	ADP
cte-230	208	5	the	the	DET
cte-230	208	6	apache	apache	NOUN
cte-230	208	7	cloudstack	cloudstack	NOUN
cte-230	208	8	platform	platform	NOUN
cte-230	208	9	is	be	AUX
cte-230	208	10	mysql	mysql	NOUN
cte-230	208	11	.	.	PUNCT
cte-230	209	1	the	the	DET
cte-230	209	2	main	main	ADJ
cte-230	209	3	utility	utility	NOUN
cte-230	209	4	for	for	ADP
cte-230	209	5	backing	back	VERB
cte-230	209	6	up	up	ADP
cte-230	209	7	mysql	mysql	NOUN
cte-230	209	8	databases	database	NOUN
cte-230	209	9	is	be	AUX
cte-230	209	10	mysqldump	mysqldump	NOUN
cte-230	209	11	.	.	PUNCT
cte-230	210	1	its	its	PRON
cte-230	210	2	syntax	syntax	NOUN
cte-230	210	3	involves	involve	VERB
cte-230	210	4	entering	enter	VERB
cte-230	210	5	a	a	DET
cte-230	210	6	login	login	NOUN
cte-230	210	7	name	name	NOUN
cte-230	210	8	and	and	CCONJ
cte-230	210	9	password	password	NOUN
cte-230	210	10	.	.	PUNCT
cte-230	211	1	because	because	SCONJ
cte-230	211	2	the	the	DET
cte-230	211	3	shell	shell	NOUN
cte-230	211	4	script	script	NOUN
cte-230	211	5	in	in	ADP
cte-230	211	6	linux	linux	PROPN
cte-230	211	7	is	be	AUX
cte-230	211	8	written	write	VERB
cte-230	211	9	as	as	ADP
cte-230	211	10	a	a	DET
cte-230	211	11	plain	plain	ADJ
cte-230	211	12	-	-	PUNCT
cte-230	211	13	text	text	NOUN
cte-230	211	14	file	file	NOUN
cte-230	211	15	,	,	PUNCT
cte-230	211	16	it	it	PRON
cte-230	211	17	will	will	AUX
cte-230	211	18	contain	contain	VERB
cte-230	211	19	the	the	DET
cte-230	211	20	name	name	NOUN
cte-230	211	21	of	of	ADP
cte-230	211	22	the	the	DET
cte-230	211	23	user	user	NOUN
cte-230	211	24	’s	’s	PART
cte-230	211	25	password	password	NOUN
cte-230	211	26	(	(	PUNCT
cte-230	211	27	usually	usually	ADV
cte-230	211	28	the	the	DET
cte-230	211	29	root	root	NOUN
cte-230	211	30	)	)	PUNCT
cte-230	211	31	of	of	ADP
cte-230	211	32	the	the	DET
cte-230	211	33	database	database	NOUN
cte-230	211	34	.	.	PUNCT
cte-230	212	1	this	this	PRON
cte-230	212	2	is	be	AUX
cte-230	212	3	a	a	DET
cte-230	212	4	potential	potential	ADJ
cte-230	212	5	security	security	NOUN
cte-230	212	6	risk	risk	NOUN
cte-230	212	7	for	for	ADP
cte-230	212	8	the	the	DET
cte-230	212	9	entire	entire	ADJ
cte-230	212	10	server	server	NOUN
cte-230	212	11	.	.	PUNCT
cte-230	213	1	in	in	ADP
cte-230	213	2	order	order	NOUN
cte-230	213	3	not	not	PART
cte-230	213	4	to	to	PART
cte-230	213	5	leave	leave	VERB
cte-230	213	6	open	open	VERB
cte-230	213	7	the	the	DET
cte-230	213	8	data	datum	NOUN
cte-230	213	9	for	for	ADP
cte-230	213	10	authorization	authorization	NOUN
cte-230	213	11	of	of	ADP
cte-230	213	12	the	the	DET
cte-230	213	13	database	database	NOUN
cte-230	213	14	user	user	NOUN
cte-230	213	15	,	,	PUNCT
cte-230	213	16	we	we	PRON
cte-230	213	17	used	use	VERB
cte-230	213	18	the	the	DET
cte-230	213	19	“	"	PUNCT
cte-230	213	20	login	login	NOUN
cte-230	213	21	path	path	NOUN
cte-230	213	22	”	"	PUNCT
cte-230	213	23	option	option	NOUN
cte-230	213	24	.	.	PUNCT
cte-230	214	1	a	a	DET
cte-230	214	2	“	"	PUNCT
cte-230	214	3	login	login	NOUN
cte-230	214	4	path	path	NOUN
cte-230	214	5	”	"	PUNCT
cte-230	214	6	is	be	AUX
cte-230	214	7	an	an	DET
cte-230	214	8	option	option	NOUN
cte-230	214	9	group	group	NOUN
cte-230	214	10	containing	contain	VERB
cte-230	214	11	options	option	NOUN
cte-230	214	12	that	that	PRON
cte-230	214	13	specify	specify	VERB
cte-230	214	14	which	which	DET
cte-230	214	15	mysql	mysql	NOUN
cte-230	214	16	server	server	NOUN
cte-230	214	17	to	to	PART
cte-230	214	18	connect	connect	VERB
cte-230	214	19	to	to	ADP
cte-230	214	20	and	and	CCONJ
cte-230	214	21	which	which	DET
cte-230	214	22	ac	ac	NOUN
cte-230	214	23	-	-	NOUN
cte-230	214	24	count	count	NOUN
cte-230	214	25	to	to	PART
cte-230	214	26	authenticate	authenticate	VERB
cte-230	214	27	as	as	ADP
cte-230	214	28	.	.	PUNCT
cte-230	215	1	to	to	PART
cte-230	215	2	create	create	VERB
cte-230	215	3	or	or	CCONJ
cte-230	215	4	modify	modify	VERB
cte-230	215	5	a	a	DET
cte-230	215	6	login	login	NOUN
cte-230	215	7	path	path	NOUN
cte-230	215	8	file	file	NOUN
cte-230	215	9	,	,	PUNCT
cte-230	215	10	we	we	PRON
cte-230	215	11	have	have	AUX
cte-230	215	12	used	use	VERB
cte-230	215	13	the	the	DET
cte-230	215	14	mysql_config_editor	mysql_config_editor	NOUN
cte-230	215	15	utility	utility	NOUN
cte-230	215	16	.	.	PUNCT
cte-230	216	1	in	in	ADP
cte-230	216	2	general	general	ADJ
cte-230	216	3	,	,	PUNCT
cte-230	216	4	the	the	DET
cte-230	216	5	commands	command	NOUN
cte-230	216	6	for	for	ADP
cte-230	216	7	creating	create	VERB
cte-230	216	8	and	and	CCONJ
cte-230	216	9	archiving	archive	VERB
cte-230	216	10	a	a	DET
cte-230	216	11	database	database	NOUN
cte-230	216	12	dump	dump	NOUN
cte-230	216	13	are	be	AUX
cte-230	216	14	as	as	SCONJ
cte-230	216	15	follows	follow	VERB
cte-230	216	16	:	:	PUNCT
cte-230	216	17	/usr	/usr	PROPN
cte-230	216	18	/	/	SYM
cte-230	216	19	bin	bin	NOUN
cte-230	216	20	/	/	SYM
cte-230	216	21	mysqldump	mysqldump	NOUN
cte-230	216	22	–	–	PUNCT
cte-230	216	23	login	login	NOUN
cte-230	216	24	-	-	PUNCT
cte-230	216	25	path	path	NOUN
cte-230	216	26	=	=	NOUN
cte-230	216	27	dailybackup	dailybackup	NOUN
cte-230	216	28	-u	-u	PUNCT
cte-230	216	29	root	root	NOUN
cte-230	216	30	-a	-a	PUNCT
cte-230	216	31	>	>	PUNCT
cte-230	216	32	$	$	SYM
cte-230	216	33	backup_dir/"archive_cloud_all_""$date_daily"".sql	backup_dir/"archive_cloud_all_""$date_daily"".sql	PROPN
cte-230	216	34	"	"	PUNCT
cte-230	216	35	173	173	NUM
cte-230	216	36	cte	cte	NOUN
cte-230	216	37	workshop	workshop	NOUN
cte-230	216	38	proceedings	proceeding	NOUN
cte-230	216	39	,	,	PUNCT
cte-230	216	40	2021	2021	NUM
cte-230	216	41	,	,	PUNCT
cte-230	216	42	vol	vol	NOUN
cte-230	216	43	.	.	NOUN
cte-230	216	44	8	8	NUM
cte-230	216	45	:	:	PUNCT
cte-230	216	46	cte-2020	cte-2020	NOUN
cte-230	216	47	,	,	PUNCT
cte-230	216	48	pp	pp	ADP
cte-230	216	49	.	.	PUNCT
cte-230	217	1	165	165	NUM
cte-230	217	2	-	-	SYM
cte-230	217	3	178	178	NUM
cte-230	217	4	tar	tar	NOUN
cte-230	217	5	-czf	-czf	PUNCT
cte-230	217	6	$	$	SYM
cte-230	217	7	backup_dir/"archive_cloud_all_""$date_daily"".sql.tgz	backup_dir/"archive_cloud_all_""$date_daily"".sql.tgz	NOUN
cte-230	217	8	"	"	PUNCT
cte-230	217	9	$	$	SYM
cte-230	217	10	backup_dir/"archive_cloud_all_""$date_daily"".sql	backup_dir/"archive_cloud_all_""$date_daily"".sql	PROPN
cte-230	217	11	"	"	PUNCT
cte-230	217	12	the	the	DET
cte-230	217	13	variable	variable	NOUN
cte-230	217	14	$	$	SYM
cte-230	217	15	date_daily	date_daily	ADV
cte-230	217	16	contains	contain	VERB
cte-230	217	17	the	the	DET
cte-230	217	18	current	current	ADJ
cte-230	217	19	date	date	NOUN
cte-230	217	20	of	of	ADP
cte-230	217	21	the	the	DET
cte-230	217	22	archive	archive	NOUN
cte-230	217	23	.	.	PUNCT
cte-230	218	1	this	this	PRON
cte-230	218	2	allows	allow	VERB
cte-230	218	3	you	you	PRON
cte-230	218	4	to	to	PART
cte-230	218	5	see	see	VERB
cte-230	218	6	the	the	DET
cte-230	218	7	date	date	NOUN
cte-230	218	8	of	of	ADP
cte-230	218	9	archiving	archive	VERB
cte-230	218	10	directly	directly	ADV
cte-230	218	11	in	in	ADP
cte-230	218	12	the	the	DET
cte-230	218	13	file	file	NOUN
cte-230	218	14	name	name	NOUN
cte-230	218	15	.	.	PUNCT
cte-230	219	1	to	to	PART
cte-230	219	2	upload	upload	VERB
cte-230	219	3	the	the	DET
cte-230	219	4	files	file	NOUN
cte-230	219	5	to	to	ADP
cte-230	219	6	the	the	DET
cte-230	219	7	server	server	NOUN
cte-230	219	8	,	,	PUNCT
cte-230	219	9	we	we	PRON
cte-230	219	10	used	use	VERB
cte-230	219	11	a	a	DET
cte-230	219	12	ready	ready	ADV
cte-230	219	13	-	-	PUNCT
cte-230	219	14	made	make	VERB
cte-230	219	15	script	script	NOUN
cte-230	219	16	from	from	ADP
cte-230	219	17	github	github	PROPN
cte-230	219	18	[	[	X
cte-230	219	19	5	5	NUM
cte-230	219	20	]	]	PUNCT
cte-230	219	21	.	.	PUNCT
cte-230	220	1	here	here	ADV
cte-230	220	2	is	be	AUX
cte-230	220	3	its	its	PRON
cte-230	220	4	launch	launch	NOUN
cte-230	220	5	:	:	PUNCT
cte-230	220	6	upload.sh	upload.sh	X
cte-230	220	7	"	"	PUNCT
cte-230	220	8	arch_cloud	arch_cloud	PROPN
cte-230	220	9	/	/	SYM
cte-230	220	10	db	db	NOUN
cte-230	220	11	"	"	PUNCT
cte-230	220	12	"	"	PUNCT
cte-230	220	13	$	$	SYM
cte-230	220	14	entry	entry	NOUN
cte-230	220	15	"	"	PUNCT
cte-230	220	16	$	$	SYM
cte-230	220	17	upl_file	upl_file	ADJ
cte-230	220	18	folder_id	folder_id	NOUN
cte-230	220	19	"	"	PUNCT
cte-230	220	20	application	application	NOUN
cte-230	220	21	/	/	SYM
cte-230	220	22	x	x	NOUN
cte-230	220	23	-	-	NOUN
cte-230	220	24	gzip	gzip	NOUN
cte-230	220	25	"	"	PUNCT
cte-230	220	26	where	where	SCONJ
cte-230	220	27	•	•	NOUN
cte-230	220	28	arch_cloud	arch_cloud	PROPN
cte-230	220	29	/	/	SYM
cte-230	220	30	db	db	PROPN
cte-230	220	31	–	–	PUNCT
cte-230	220	32	folder	folder	NOUN
cte-230	220	33	for	for	ADP
cte-230	220	34	uploading	upload	VERB
cte-230	220	35	files	file	NOUN
cte-230	220	36	;	;	PUNCT
cte-230	220	37	•	•	NUM
cte-230	220	38	$	$	SYM
cte-230	220	39	entry	entry	NOUN
cte-230	220	40	–	–	PUNCT
cte-230	220	41	full	full	ADJ
cte-230	220	42	path	path	NOUN
cte-230	220	43	to	to	ADP
cte-230	220	44	the	the	DET
cte-230	220	45	file	file	NOUN
cte-230	220	46	;	;	PUNCT
cte-230	220	47	•	•	ADP
cte-230	220	48	$	$	SYM
cte-230	220	49	upl_file	upl_file	NOUN
cte-230	220	50	–	–	PUNCT
cte-230	220	51	file	file	NOUN
cte-230	220	52	name	name	NOUN
cte-230	220	53	to	to	PART
cte-230	220	54	download	download	VERB
cte-230	220	55	;	;	PUNCT
cte-230	220	56	•	•	NUM
cte-230	220	57	folder_id	folder_id	NUM
cte-230	220	58	–	–	PUNCT
cte-230	220	59	google	google	PROPN
cte-230	220	60	drive	drive	NOUN
cte-230	220	61	folder	folder	NOUN
cte-230	220	62	i	i	PROPN
cte-230	220	63	d	d	PROPN
cte-230	220	64	;	;	PUNCT
cte-230	220	65	•	•	NUM
cte-230	220	66	application	application	NOUN
cte-230	220	67	/	/	SYM
cte-230	220	68	x	x	NOUN
cte-230	220	69	-	-	NOUN
cte-230	220	70	gzip	gzip	NOUN
cte-230	220	71	–	–	PUNCT
cte-230	220	72	file	file	NOUN
cte-230	220	73	mime	mime	NOUN
cte-230	220	74	-	-	PUNCT
cte-230	220	75	type	type	NOUN
cte-230	220	76	.	.	PUNCT
cte-230	221	1	a	a	DET
cte-230	221	2	special	special	ADJ
cte-230	221	3	refresh_token	refresh_token	VERB
cte-230	221	4	token	token	NOUN
cte-230	221	5	is	be	AUX
cte-230	221	6	required	require	VERB
cte-230	221	7	to	to	PART
cte-230	221	8	provide	provide	VERB
cte-230	221	9	long	long	ADJ
cte-230	221	10	-	-	PUNCT
cte-230	221	11	term	term	NOUN
cte-230	221	12	access	access	NOUN
cte-230	221	13	of	of	ADP
cte-230	221	14	the	the	DET
cte-230	221	15	up-load.sh	up-load.sh	PROPN
cte-230	221	16	script	script	NOUN
cte-230	221	17	to	to	ADP
cte-230	221	18	google	google	PROPN
cte-230	221	19	drive	drive	NOUN
cte-230	221	20	.	.	PUNCT
cte-230	222	1	it	it	PRON
cte-230	222	2	can	can	AUX
cte-230	222	3	be	be	AUX
cte-230	222	4	obtained	obtain	VERB
cte-230	222	5	by	by	ADP
cte-230	222	6	curl	curl	NOUN
cte-230	222	7	-	-	PUNCT
cte-230	222	8	calling	call	VERB
cte-230	222	9	a	a	DET
cte-230	222	10	url	url	NOUN
cte-230	222	11	such	such	ADJ
cte-230	222	12	as	as	ADP
cte-230	222	13	:	:	PUNCT
cte-230	222	14	curl	curl	NOUN
cte-230	222	15	--silent	--silent	NOUN
cte-230	222	16	"	"	PUNCT
cte-230	222	17	https://accounts.google.com/o/oauth2/token	https://accounts.google.com/o/oauth2/token	ADJ
cte-230	222	18	"	"	PUNCT
cte-230	222	19	--data	--data	PUNCT
cte-230	222	20	"	"	PUNCT
cte-230	222	21	code=<access_token	code=<access_token	VERB
cte-230	222	22	>	>	X
cte-230	222	23	&	&	CCONJ
cte-230	222	24	client_id=<client_id>&client_secret=<client_secret	client_id=<client_id>&client_secret=<client_secret	PROPN
cte-230	222	25	>	>	X
cte-230	222	26	&	&	CCONJ
cte-230	222	27	redirect_uri	redirect_uri	PROPN
cte-230	222	28	=	=	PROPN
cte-230	222	29	urn	urn	NOUN
cte-230	222	30	:	:	PUNCT
cte-230	222	31	ietf	ietf	ADJ
cte-230	222	32	:	:	PUNCT
cte-230	222	33	wg	wg	PRON
cte-230	222	34	:	:	PUNCT
cte-230	222	35	oauth:2.0	oauth:2.0	PROPN
cte-230	222	36	:	:	PUNCT
cte-230	222	37	oob	oob	VERB
cte-230	222	38	&	&	CCONJ
cte-230	222	39	grant_type	grant_type	PROPN
cte-230	222	40	=	=	PROPN
cte-230	222	41	authorization_code	authorization_code	PROPN
cte-230	222	42	"	"	PUNCT
cte-230	222	43	in	in	ADP
cte-230	222	44	general	general	ADJ
cte-230	222	45	,	,	PUNCT
cte-230	222	46	the	the	DET
cte-230	222	47	scheme	scheme	NOUN
cte-230	222	48	of	of	ADP
cte-230	222	49	backuping	backuping	NOUN
cte-230	222	50	of	of	ADP
cte-230	222	51	cloud	cloud	NOUN
cte-230	222	52	infrastructure	infrastructure	NOUN
cte-230	222	53	is	be	AUX
cte-230	222	54	shown	show	VERB
cte-230	222	55	in	in	ADP
cte-230	222	56	figure	figure	NOUN
cte-230	222	57	1	1	NUM
cte-230	222	58	.	.	PUNCT
cte-230	222	59	performing	perform	VERB
cte-230	222	60	backup	backup	NOUN
cte-230	222	61	of	of	ADP
cte-230	222	62	primary	primary	ADJ
cte-230	222	63	repositories	repository	NOUN
cte-230	222	64	(	(	PUNCT
cte-230	222	65	backup_primary	backup_primary	NOUN
cte-230	222	66	task	task	NOUN
cte-230	222	67	(	(	PUNCT
cte-230	222	68	250,251,252,253	250,251,252,253	NUM
cte-230	222	69	)	)	PUNCT
cte-230	222	70	)	)	PUNCT
cte-230	222	71	has	have	VERB
cte-230	222	72	some	some	DET
cte-230	222	73	difficulties	difficulty	NOUN
cte-230	222	74	.	.	PUNCT
cte-230	223	1	an	an	DET
cte-230	223	2	analysis	analysis	NOUN
cte-230	223	3	of	of	ADP
cte-230	223	4	internet	internet	NOUN
cte-230	223	5	sources	source	NOUN
cte-230	223	6	,	,	PUNCT
cte-230	223	7	management	management	NOUN
cte-230	223	8	server	server	NOUN
cte-230	223	9	databases	database	NOUN
cte-230	223	10	,	,	PUNCT
cte-230	223	11	and	and	CCONJ
cte-230	223	12	storages	storage	VERB
cte-230	223	13	files	file	NOUN
cte-230	223	14	showed	show	VERB
cte-230	223	15	that	that	SCONJ
cte-230	223	16	the	the	DET
cte-230	223	17	apache	apache	NOUN
cte-230	223	18	cloudstack	cloudstack	NOUN
cte-230	223	19	platform	platform	NOUN
cte-230	223	20	does	do	AUX
cte-230	223	21	not	not	PART
cte-230	223	22	typically	typically	ADV
cte-230	223	23	use	use	VERB
cte-230	223	24	full	full	ADJ
cte-230	223	25	copies	copy	NOUN
cte-230	223	26	of	of	ADP
cte-230	223	27	disk	disk	NOUN
cte-230	223	28	templates	template	NOUN
cte-230	223	29	for	for	ADP
cte-230	223	30	each	each	DET
cte-230	223	31	vm	vm	PROPN
cte-230	223	32	.	.	PUNCT
cte-230	224	1	this	this	PRON
cte-230	224	2	means	mean	VERB
cte-230	224	3	that	that	SCONJ
cte-230	224	4	full	full	ADJ
cte-230	224	5	backups	backup	NOUN
cte-230	224	6	should	should	AUX
cte-230	224	7	be	be	AUX
cte-230	224	8	made	make	VERB
cte-230	224	9	to	to	PART
cte-230	224	10	reduce	reduce	VERB
cte-230	224	11	the	the	DET
cte-230	224	12	risk	risk	NOUN
cte-230	224	13	of	of	ADP
cte-230	224	14	inconsistencies	inconsistency	NOUN
cte-230	224	15	in	in	ADP
cte-230	224	16	primary	primary	ADJ
cte-230	224	17	repository	repository	NOUN
cte-230	224	18	archives	archive	NOUN
cte-230	224	19	.	.	PUNCT
cte-230	225	1	additionally	additionally	ADV
cte-230	225	2	,	,	PUNCT
cte-230	225	3	it	it	PRON
cte-230	225	4	would	would	AUX
cte-230	225	5	be	be	AUX
cte-230	225	6	good	good	ADJ
cte-230	225	7	to	to	PART
cte-230	225	8	prepare	prepare	VERB
cte-230	225	9	a	a	DET
cte-230	225	10	cloud	cloud	ADJ
cte-230	225	11	platform	platform	NOUN
cte-230	225	12	,	,	PUNCT
cte-230	225	13	stopping	stop	VERB
cte-230	225	14	all	all	DET
cte-230	225	15	vms	vms	NOUN
cte-230	225	16	.	.	PUNCT
cte-230	226	1	of	of	ADP
cte-230	226	2	course	course	ADV
cte-230	226	3	,	,	PUNCT
cte-230	226	4	students	student	NOUN
cte-230	226	5	need	need	VERB
cte-230	226	6	to	to	PART
cte-230	226	7	form	form	VERB
cte-230	226	8	an	an	DET
cte-230	226	9	understanding	understanding	NOUN
cte-230	226	10	of	of	ADP
cte-230	226	11	the	the	DET
cte-230	226	12	need	need	NOUN
cte-230	226	13	to	to	PART
cte-230	226	14	turn	turn	VERB
cte-230	226	15	off	off	ADP
cte-230	226	16	their	their	PRON
cte-230	226	17	own	own	ADJ
cte-230	226	18	vm	vm	PROPN
cte-230	226	19	.	.	PUNCT
cte-230	227	1	however	however	ADV
cte-230	227	2	,	,	PUNCT
cte-230	227	3	in	in	ADP
cte-230	227	4	practice	practice	NOUN
cte-230	227	5	this	this	PRON
cte-230	227	6	is	be	AUX
cte-230	227	7	not	not	PART
cte-230	227	8	always	always	ADV
cte-230	227	9	possible	possible	ADJ
cte-230	227	10	.	.	PUNCT
cte-230	228	1	therefore	therefore	ADV
cte-230	228	2	,	,	PUNCT
cte-230	228	3	it	it	PRON
cte-230	228	4	is	be	AUX
cte-230	228	5	necessary	necessary	ADJ
cte-230	228	6	to	to	PART
cte-230	228	7	stop	stop	VERB
cte-230	228	8	all	all	DET
cte-230	228	9	vm	vm	NOUN
cte-230	228	10	programmatically	programmatically	ADV
cte-230	228	11	,	,	PUNCT
cte-230	228	12	by	by	ADP
cte-230	228	13	means	mean	NOUN
cte-230	228	14	of	of	ADP
cte-230	228	15	a	a	DET
cte-230	228	16	script	script	NOUN
cte-230	228	17	.	.	PUNCT
cte-230	229	1	this	this	PRON
cte-230	229	2	can	can	AUX
cte-230	229	3	be	be	AUX
cte-230	229	4	done	do	VERB
cte-230	229	5	using	use	VERB
cte-230	229	6	the	the	DET
cte-230	229	7	api	api	NOUN
cte-230	229	8	features	feature	NOUN
cte-230	229	9	of	of	ADP
cte-230	229	10	the	the	DET
cte-230	229	11	apache	apache	NOUN
cte-230	229	12	cloudstack	cloudstack	NOUN
cte-230	229	13	platform	platform	NOUN
cte-230	229	14	.	.	PUNCT
cte-230	230	1	using	use	VERB
cte-230	230	2	api	api	NOUN
cte-230	230	3	functions	function	NOUN
cte-230	230	4	allows	allow	VERB
cte-230	230	5	the	the	DET
cte-230	230	6	developer	developer	NOUN
cte-230	230	7	to	to	PART
cte-230	230	8	access	access	VERB
cte-230	230	9	data	datum	NOUN
cte-230	230	10	about	about	ADP
cte-230	230	11	cloud	cloud	NOUN
cte-230	230	12	infrastructure	infrastructure	NOUN
cte-230	230	13	objects	object	NOUN
cte-230	230	14	.	.	PUNCT
cte-230	231	1	it	it	PRON
cte-230	231	2	is	be	AUX
cte-230	231	3	also	also	ADV
cte-230	231	4	possible	possible	ADJ
cte-230	231	5	to	to	PART
cte-230	231	6	change	change	VERB
cte-230	231	7	the	the	DET
cte-230	231	8	state	state	NOUN
cte-230	231	9	of	of	ADP
cte-230	231	10	these	these	DET
cte-230	231	11	objects	object	NOUN
cte-230	231	12	.	.	PUNCT
cte-230	232	1	to	to	PART
cte-230	232	2	generate	generate	VERB
cte-230	232	3	a	a	DET
cte-230	232	4	query	query	NOUN
cte-230	232	5	that	that	PRON
cte-230	232	6	contains	contain	VERB
cte-230	232	7	api	api	NOUN
cte-230	232	8	functions	function	NOUN
cte-230	232	9	,	,	PUNCT
cte-230	232	10	you	you	PRON
cte-230	232	11	must	must	AUX
cte-230	232	12	specify	specify	VERB
cte-230	232	13	:	:	PUNCT
cte-230	232	14	•	•	NUM
cte-230	232	15	url	url	NOUN
cte-230	232	16	of	of	ADP
cte-230	232	17	the	the	DET
cte-230	232	18	management	management	NOUN
cte-230	232	19	server	server	NOUN
cte-230	232	20	;	;	PUNCT
cte-230	232	21	•	•	NUM
cte-230	232	22	service	service	NOUN
cte-230	232	23	construct	construct	VERB
cte-230	232	24	“	"	PUNCT
cte-230	232	25	api	api	NOUN
cte-230	232	26	?	?	PUNCT
cte-230	232	27	”	"	PUNCT
cte-230	232	28	.	.	PUNCT
cte-230	233	1	it	it	PRON
cte-230	233	2	contains	contain	VERB
cte-230	233	3	the	the	DET
cte-230	233	4	path	path	NOUN
cte-230	233	5	to	to	ADP
cte-230	233	6	a	a	DET
cte-230	233	7	certain	certain	ADJ
cte-230	233	8	api	api	NOUN
cte-230	233	9	-	-	PUNCT
cte-230	233	10	function	function	NOUN
cte-230	233	11	,	,	PUNCT
cte-230	233	12	and	and	CCONJ
cte-230	233	13	indicates	indicate	VERB
cte-230	233	14	the	the	DET
cte-230	233	15	beginning	beginning	NOUN
cte-230	233	16	of	of	ADP
cte-230	233	17	the	the	DET
cte-230	233	18	parameters	parameter	NOUN
cte-230	233	19	that	that	PRON
cte-230	233	20	are	be	AUX
cte-230	233	21	transmitted	transmit	VERB
cte-230	233	22	using	use	VERB
cte-230	233	23	the	the	DET
cte-230	233	24	get	get	NOUN
cte-230	233	25	method	method	NOUN
cte-230	233	26	.	.	PUNCT
cte-230	234	1	•	•	NUM
cte-230	234	2	command	command	NOUN
cte-230	234	3	.	.	PUNCT
cte-230	235	1	it	it	PRON
cte-230	235	2	is	be	AUX
cte-230	235	3	the	the	DET
cte-230	235	4	name	name	NOUN
cte-230	235	5	of	of	ADP
cte-230	235	6	the	the	DET
cte-230	235	7	api	api	NOUN
cte-230	235	8	-	-	PUNCT
cte-230	235	9	function	function	NOUN
cte-230	235	10	.	.	PUNCT
cte-230	236	1	•	•	NUM
cte-230	236	2	apikey	apikey	NOUN
cte-230	236	3	.	.	PUNCT
cte-230	237	1	the	the	DET
cte-230	237	2	key	key	NOUN
cte-230	237	3	,	,	PUNCT
cte-230	237	4	that	that	PRON
cte-230	237	5	can	can	AUX
cte-230	237	6	be	be	AUX
cte-230	237	7	generated	generate	VERB
cte-230	237	8	for	for	ADP
cte-230	237	9	each	each	DET
cte-230	237	10	user	user	NOUN
cte-230	237	11	account	account	PROPN
cte-230	237	12	.	.	PUNCT
cte-230	238	1	•	•	NUM
cte-230	238	2	additional	additional	ADJ
cte-230	238	3	query	query	NOUN
cte-230	238	4	options	option	NOUN
cte-230	238	5	separated	separate	VERB
cte-230	238	6	like	like	ADP
cte-230	238	7	get	get	VERB
cte-230	238	8	queries	query	NOUN
cte-230	238	9	using	use	VERB
cte-230	238	10	the	the	DET
cte-230	238	11	“	"	PUNCT
cte-230	238	12	&	&	CCONJ
cte-230	238	13	”	"	PUNCT
cte-230	238	14	character	character	NOUN
cte-230	238	15	.	.	PUNCT
cte-230	239	1	•	•	NUM
cte-230	239	2	response	response	NOUN
cte-230	239	3	format	format	NOUN
cte-230	239	4	(	(	PUNCT
cte-230	239	5	json	json	NOUN
cte-230	239	6	or	or	CCONJ
cte-230	239	7	xml	xml	NOUN
cte-230	239	8	)	)	PUNCT
cte-230	239	9	.	.	PUNCT
cte-230	240	1	•	•	NUM
cte-230	240	2	signature	signature	NOUN
cte-230	240	3	of	of	ADP
cte-230	240	4	the	the	DET
cte-230	240	5	request	request	NOUN
cte-230	240	6	.	.	PUNCT
cte-230	241	1	174	174	NUM
cte-230	241	2	cte	cte	NOUN
cte-230	241	3	workshop	workshop	NOUN
cte-230	241	4	proceedings	proceeding	NOUN
cte-230	241	5	,	,	PUNCT
cte-230	241	6	2021	2021	NUM
cte-230	241	7	,	,	PUNCT
cte-230	241	8	vol	vol	NOUN
cte-230	241	9	.	.	NOUN
cte-230	241	10	8	8	NUM
cte-230	241	11	:	:	PUNCT
cte-230	241	12	cte-2020	cte-2020	NOUN
cte-230	241	13	,	,	PUNCT
cte-230	241	14	pp	pp	ADP
cte-230	241	15	.	.	PUNCT
cte-230	242	1	165	165	NUM
cte-230	242	2	-	-	SYM
cte-230	242	3	178	178	NUM
cte-230	242	4	regardless	regardless	ADV
cte-230	242	5	of	of	ADP
cte-230	242	6	the	the	DET
cte-230	242	7	protocol	protocol	NOUN
cte-230	242	8	(	(	PUNCT
cte-230	242	9	http	http	NOUN
cte-230	242	10	or	or	CCONJ
cte-230	242	11	https	https	NOUN
cte-230	242	12	)	)	PUNCT
cte-230	242	13	used	use	VERB
cte-230	242	14	to	to	PART
cte-230	242	15	access	access	VERB
cte-230	242	16	the	the	DET
cte-230	242	17	apache	apache	NOUN
cte-230	242	18	cloud	cloud	NOUN
cte-230	242	19	-	-	PUNCT
cte-230	242	20	stack	stack	NOUN
cte-230	242	21	api	api	NOUN
cte-230	242	22	functions	function	NOUN
cte-230	242	23	,	,	PUNCT
cte-230	242	24	the	the	DET
cte-230	242	25	request	request	NOUN
cte-230	242	26	must	must	AUX
cte-230	242	27	be	be	AUX
cte-230	242	28	signed	sign	VERB
cte-230	242	29	.	.	PUNCT
cte-230	243	1	this	this	PRON
cte-230	243	2	allows	allow	VERB
cte-230	243	3	the	the	DET
cte-230	243	4	platform	platform	NOUN
cte-230	243	5	to	to	PART
cte-230	243	6	confirm	confirm	VERB
cte-230	243	7	that	that	SCONJ
cte-230	243	8	the	the	DET
cte-230	243	9	request	request	NOUN
cte-230	243	10	was	be	AUX
cte-230	243	11	sent	send	VERB
cte-230	243	12	from	from	ADP
cte-230	243	13	a	a	DET
cte-230	243	14	trusted	trust	VERB
cte-230	243	15	accounting	accounting	NOUN
cte-230	243	16	request	request	NOUN
cte-230	243	17	that	that	PRON
cte-230	243	18	has	have	VERB
cte-230	243	19	the	the	DET
cte-230	243	20	authority	authority	NOUN
cte-230	243	21	to	to	PART
cte-230	243	22	execute	execute	VERB
cte-230	243	23	the	the	DET
cte-230	243	24	appropriate	appropriate	ADJ
cte-230	243	25	command	command	NOUN
cte-230	243	26	.	.	PUNCT
cte-230	244	1	to	to	PART
cte-230	244	2	sign	sign	VERB
cte-230	244	3	a	a	DET
cte-230	244	4	request	request	NOUN
cte-230	244	5	,	,	PUNCT
cte-230	244	6	the	the	DET
cte-230	244	7	developer	developer	NOUN
cte-230	244	8	must	must	AUX
cte-230	244	9	have	have	VERB
cte-230	244	10	an	an	DET
cte-230	244	11	api	api	NOUN
cte-230	244	12	key	key	NOUN
cte-230	244	13	and	and	CCONJ
cte-230	244	14	an	an	DET
cte-230	244	15	account	account	NOUN
cte-230	244	16	secret	secret	ADJ
cte-230	244	17	key	key	NOUN
cte-230	244	18	.	.	PUNCT
cte-230	245	1	they	they	PRON
cte-230	245	2	are	be	AUX
cte-230	245	3	generated	generate	VERB
cte-230	245	4	by	by	ADP
cte-230	245	5	the	the	DET
cte-230	245	6	platform	platform	NOUN
cte-230	245	7	administrator	administrator	NOUN
cte-230	245	8	[	[	X
cte-230	245	9	27	27	NUM
cte-230	245	10	]	]	PUNCT
cte-230	245	11	.	.	PUNCT
cte-230	246	1	here	here	ADV
cte-230	246	2	is	be	AUX
cte-230	246	3	our	our	PRON
cte-230	246	4	bash	bash	NOUN
cte-230	246	5	-	-	PUNCT
cte-230	246	6	script	script	NOUN
cte-230	246	7	to	to	PART
cte-230	246	8	stop	stop	VERB
cte-230	246	9	all	all	DET
cte-230	246	10	working	work	VERB
cte-230	246	11	users	user	NOUN
cte-230	246	12	’	'	PUNCT
cte-230	247	1	vms	vms	PROPN
cte-230	247	2	.	.	PUNCT
cte-230	247	3	mysql	mysql	PROPN
cte-230	247	4	--login	--login	PROPN
cte-230	247	5	-	-	PUNCT
cte-230	247	6	path	path	NOUN
cte-230	247	7	=	=	NOUN
cte-230	247	8	dailybackup	dailybackup	NOUN
cte-230	247	9	-d	-d	PUNCT
cte-230	247	10	cloud	cloud	NOUN
cte-230	247	11	-e	-e	PROPN
cte-230	247	12	"	"	PUNCT
cte-230	247	13	select	select	ADJ
cte-230	247	14	uuid	uuid	NOUN
cte-230	247	15	from	from	ADP
cte-230	247	16	vm_instance	vm_instance	NOUN
cte-230	247	17	where	where	SCONJ
cte-230	247	18	type	type	NOUN
cte-230	247	19	=	=	SYM
cte-230	247	20	\"user\	\"user\	NOUN
cte-230	247	21	"	"	PUNCT
cte-230	247	22	and	and	CCONJ
cte-230	247	23	state	state	NOUN
cte-230	247	24	=	=	SYM
cte-230	247	25	\"running\	\"running\	VERB
cte-230	247	26	"	"	PUNCT
cte-230	247	27	;	;	PUNCT
cte-230	247	28	"	"	PUNCT
cte-230	247	29	>	>	X
cte-230	247	30	uuid.txt	uuid.txt	PROPN
cte-230	247	31	sed	sed	ADJ
cte-230	247	32	-i	-i	PUNCT
cte-230	247	33	’	'	PUNCT
cte-230	247	34	1d	1d	NUM
cte-230	247	35	’	'	PUNCT
cte-230	247	36	uuid.txt	uuid.txt	PROPN
cte-230	247	37	while	while	SCONJ
cte-230	247	38	read	read	NOUN
cte-230	247	39	line	line	NOUN
cte-230	247	40	;	;	PUNCT
cte-230	247	41	do	do	AUX
cte-230	247	42	php	php	PROPN
cte-230	247	43	-q	-q	PUNCT
cte-230	247	44	cloudstackapi.php	cloudstackapi.php	VERB
cte-230	247	45	"	"	PUNCT
cte-230	247	46	$	$	SYM
cte-230	247	47	line	line	NOUN
cte-230	247	48	"	"	PUNCT
cte-230	247	49	;	;	PUNCT
cte-230	247	50	done	do	VERB
cte-230	247	51	<	<	X
cte-230	247	52	uuid.txt	uuid.txt	PROPN
cte-230	247	53	in	in	ADP
cte-230	247	54	the	the	DET
cte-230	247	55	first	first	ADJ
cte-230	247	56	line	line	NOUN
cte-230	247	57	we	we	PRON
cte-230	247	58	receive	receive	VERB
cte-230	247	59	in	in	ADP
cte-230	247	60	a	a	DET
cte-230	247	61	file	file	NOUN
cte-230	247	62	from	from	ADP
cte-230	247	63	a	a	DET
cte-230	247	64	database	database	NOUN
cte-230	247	65	the	the	DET
cte-230	247	66	list	list	NOUN
cte-230	247	67	of	of	ADP
cte-230	247	68	user	user	PROPN
cte-230	247	69	vm	vm	PROPN
cte-230	247	70	with	with	ADP
cte-230	247	71	a	a	DET
cte-230	247	72	running	run	VERB
cte-230	247	73	state	state	NOUN
cte-230	247	74	.	.	PUNCT
cte-230	248	1	the	the	DET
cte-230	248	2	next	next	ADJ
cte-230	248	3	command	command	NOUN
cte-230	248	4	clears	clear	VERB
cte-230	248	5	the	the	DET
cte-230	248	6	first	first	ADJ
cte-230	248	7	line	line	NOUN
cte-230	248	8	because	because	SCONJ
cte-230	248	9	it	it	PRON
cte-230	248	10	does	do	AUX
cte-230	248	11	not	not	PART
cte-230	248	12	contain	contain	VERB
cte-230	248	13	a	a	DET
cte-230	248	14	vm	vm	NOUN
cte-230	248	15	.	.	PUNCT
cte-230	249	1	the	the	DET
cte-230	249	2	third	third	ADJ
cte-230	249	3	line	line	NOUN
cte-230	249	4	runs	run	VERB
cte-230	249	5	the	the	DET
cte-230	249	6	cloudstackapi.php	cloudstackapi.php	PUNCT
cte-230	249	7	script	script	NOUN
cte-230	249	8	.	.	PUNCT
cte-230	250	1	it	it	PRON
cte-230	250	2	generates	generate	VERB
cte-230	250	3	a	a	DET
cte-230	250	4	signature	signature	NOUN
cte-230	250	5	and	and	CCONJ
cte-230	250	6	calls	call	VERB
cte-230	250	7	the	the	DET
cte-230	250	8	stopvirtualmachine	stopvirtualmachine	ADJ
cte-230	250	9	api	api	NOUN
cte-230	250	10	.	.	PUNCT
cte-230	251	1	another	another	DET
cte-230	251	2	way	way	NOUN
cte-230	251	3	to	to	PART
cte-230	251	4	back	back	VERB
cte-230	251	5	up	up	ADP
cte-230	251	6	the	the	DET
cte-230	251	7	current	current	ADJ
cte-230	251	8	state	state	NOUN
cte-230	251	9	of	of	ADP
cte-230	251	10	the	the	DET
cte-230	251	11	vm	vm	PROPN
cte-230	251	12	is	be	AUX
cte-230	251	13	to	to	PART
cte-230	251	14	create	create	VERB
cte-230	251	15	their	their	PRON
cte-230	251	16	snapshots	snapshot	NOUN
cte-230	251	17	.	.	PUNCT
cte-230	252	1	the	the	DET
cte-230	252	2	apache	apache	NOUN
cte-230	252	3	cloudstack	cloudstack	NOUN
cte-230	252	4	platform	platform	NOUN
cte-230	252	5	provides	provide	VERB
cte-230	252	6	2	2	NUM
cte-230	252	7	types	type	NOUN
cte-230	252	8	of	of	ADP
cte-230	252	9	images	image	NOUN
cte-230	252	10	[	[	X
cte-230	252	11	22	22	NUM
cte-230	252	12	]	]	X
cte-230	252	13	:	:	PUNCT
cte-230	252	14	•	•	NUM
cte-230	252	15	vm	vm	PROPN
cte-230	252	16	snapshot	snapshot	NOUN
cte-230	252	17	–	–	PUNCT
cte-230	252	18	a	a	DET
cte-230	252	19	hypervisor	hypervisor	NOUN
cte-230	252	20	-	-	PUNCT
cte-230	252	21	driven	drive	VERB
cte-230	252	22	point	point	NOUN
cte-230	252	23	-	-	PUNCT
cte-230	252	24	in	in	ADP
cte-230	252	25	-	-	PUNCT
cte-230	252	26	time	time	NOUN
cte-230	252	27	image	image	NOUN
cte-230	252	28	of	of	ADP
cte-230	252	29	a	a	DET
cte-230	252	30	virtual	virtual	ADJ
cte-230	252	31	machine	machine	NOUN
cte-230	252	32	’s	’s	PART
cte-230	252	33	disks	disk	NOUN
cte-230	252	34	.	.	PUNCT
cte-230	253	1	the	the	DET
cte-230	253	2	exact	exact	ADJ
cte-230	253	3	mechanism	mechanism	NOUN
cte-230	253	4	of	of	ADP
cte-230	253	5	this	this	PRON
cte-230	253	6	is	be	AUX
cte-230	253	7	dependent	dependent	ADJ
cte-230	253	8	on	on	ADP
cte-230	253	9	the	the	DET
cte-230	253	10	hypervisor	hypervisor	NOUN
cte-230	253	11	.	.	PUNCT
cte-230	254	1	•	•	NUM
cte-230	254	2	volume	volume	NOUN
cte-230	254	3	snapshot	snapshot	NOUN
cte-230	254	4	–	–	PUNCT
cte-230	254	5	a	a	DET
cte-230	254	6	point	point	NOUN
cte-230	254	7	-	-	PUNCT
cte-230	254	8	in	in	ADP
cte-230	254	9	-	-	PUNCT
cte-230	254	10	time	time	NOUN
cte-230	254	11	image	image	NOUN
cte-230	254	12	of	of	ADP
cte-230	254	13	a	a	DET
cte-230	254	14	specific	specific	ADJ
cte-230	254	15	volume	volume	NOUN
cte-230	254	16	.	.	PUNCT
cte-230	255	1	the	the	DET
cte-230	255	2	process	process	NOUN
cte-230	255	3	usually	usually	ADV
cte-230	255	4	involves	involve	VERB
cte-230	255	5	taking	take	VERB
cte-230	255	6	a	a	DET
cte-230	255	7	vm	vm	NOUN
cte-230	255	8	snapshot	snapshot	NOUN
cte-230	255	9	and	and	CCONJ
cte-230	255	10	then	then	ADV
cte-230	255	11	copying	copy	VERB
cte-230	255	12	the	the	DET
cte-230	255	13	required	require	VERB
cte-230	255	14	volume	volume	NOUN
cte-230	255	15	to	to	ADP
cte-230	255	16	secondary	secondary	ADJ
cte-230	255	17	storage	storage	NOUN
cte-230	255	18	and	and	CCONJ
cte-230	255	19	the	the	DET
cte-230	255	20	deleting	delete	VERB
cte-230	255	21	the	the	DET
cte-230	255	22	vm	vm	PROPN
cte-230	255	23	snapshot	snapshot	PROPN
cte-230	255	24	.	.	PUNCT
cte-230	256	1	this	this	DET
cte-230	256	2	approach	approach	NOUN
cte-230	256	3	requires	require	VERB
cte-230	256	4	additional	additional	ADJ
cte-230	256	5	space	space	NOUN
cte-230	256	6	on	on	ADP
cte-230	256	7	the	the	DET
cte-230	256	8	secondary	secondary	ADJ
cte-230	256	9	storage	storage	NOUN
cte-230	256	10	or	or	CCONJ
cte-230	256	11	data	datum	NOUN
cte-230	256	12	coping	cope	VERB
cte-230	256	13	on	on	ADP
cte-230	256	14	the	the	DET
cte-230	256	15	user	user	NOUN
cte-230	256	16	’s	’s	PART
cte-230	256	17	local	local	ADJ
cte-230	256	18	disk	disk	NOUN
cte-230	256	19	.	.	PUNCT
cte-230	257	1	such	such	ADJ
cte-230	257	2	images	image	NOUN
cte-230	257	3	can	can	AUX
cte-230	257	4	be	be	AUX
cte-230	257	5	taken	take	VERB
cte-230	257	6	by	by	ADP
cte-230	257	7	students	student	NOUN
cte-230	257	8	from	from	ADP
cte-230	257	9	the	the	DET
cte-230	257	10	web	web	NOUN
cte-230	257	11	interface	interface	NOUN
cte-230	257	12	of	of	ADP
cte-230	257	13	the	the	DET
cte-230	257	14	apache	apache	NOUN
cte-230	257	15	cloudstack	cloudstack	NOUN
cte-230	257	16	platform	platform	NOUN
cte-230	257	17	.	.	PUNCT
cte-230	258	1	performing	perform	VERB
cte-230	258	2	this	this	DET
cte-230	258	3	action	action	NOUN
cte-230	258	4	and	and	CCONJ
cte-230	258	5	turning	turn	VERB
cte-230	258	6	off	off	ADP
cte-230	258	7	their	their	PRON
cte-230	258	8	own	own	ADJ
cte-230	258	9	vms	vms	NOUN
cte-230	258	10	after	after	ADP
cte-230	258	11	the	the	DET
cte-230	258	12	end	end	NOUN
cte-230	258	13	of	of	ADP
cte-230	258	14	their	their	PRON
cte-230	258	15	use	use	NOUN
cte-230	258	16	are	be	AUX
cte-230	258	17	important	important	ADJ
cte-230	258	18	components	component	NOUN
cte-230	258	19	of	of	ADP
cte-230	258	20	ict	ict	PROPN
cte-230	258	21	competence	competence	NOUN
cte-230	258	22	of	of	ADP
cte-230	258	23	the	the	DET
cte-230	258	24	student	student	NOUN
cte-230	258	25	.	.	PUNCT
cte-230	259	1	however	however	ADV
cte-230	259	2	,	,	PUNCT
cte-230	259	3	experience	experience	NOUN
cte-230	259	4	shows	show	VERB
cte-230	259	5	that	that	SCONJ
cte-230	259	6	not	not	PART
cte-230	259	7	all	all	DET
cte-230	259	8	students	student	NOUN
cte-230	259	9	perform	perform	VERB
cte-230	259	10	these	these	DET
cte-230	259	11	actions	action	NOUN
cte-230	259	12	.	.	PUNCT
cte-230	260	1	therefore	therefore	ADV
cte-230	260	2	,	,	PUNCT
cte-230	260	3	these	these	PRON
cte-230	260	4	are	be	AUX
cte-230	260	5	also	also	ADV
cte-230	260	6	worth	worth	ADJ
cte-230	260	7	automating	automate	VERB
cte-230	260	8	with	with	ADP
cte-230	260	9	scripts	script	NOUN
cte-230	260	10	.	.	PUNCT
cte-230	261	1	among	among	ADP
cte-230	261	2	the	the	DET
cte-230	261	3	api	api	NOUN
cte-230	261	4	functions	function	NOUN
cte-230	261	5	of	of	ADP
cte-230	261	6	the	the	DET
cte-230	261	7	cloud	cloud	NOUN
cte-230	261	8	-	-	PUNCT
cte-230	261	9	stack	stack	NOUN
cte-230	261	10	platform	platform	NOUN
cte-230	261	11	are	be	AUX
cte-230	261	12	relevant	relevant	ADJ
cte-230	261	13	[	[	X
cte-230	261	14	19	19	NUM
cte-230	261	15	]	]	PUNCT
cte-230	261	16	.	.	PUNCT
cte-230	262	1	another	another	DET
cte-230	262	2	task	task	NOUN
cte-230	262	3	of	of	ADP
cte-230	262	4	backing	back	VERB
cte-230	262	5	up	up	ADP
cte-230	262	6	our	our	PRON
cte-230	262	7	academic	academic	ADJ
cte-230	262	8	cloud	cloud	NOUN
cte-230	262	9	is	be	AUX
cte-230	262	10	to	to	PART
cte-230	262	11	estimate	estimate	VERB
cte-230	262	12	the	the	DET
cte-230	262	13	time	time	NOUN
cte-230	262	14	required	require	VERB
cte-230	262	15	to	to	PART
cte-230	262	16	upload	upload	VERB
cte-230	262	17	data	datum	NOUN
cte-230	262	18	to	to	ADP
cte-230	262	19	the	the	DET
cte-230	262	20	cloud	cloud	NOUN
cte-230	262	21	storage	storage	NOUN
cte-230	262	22	.	.	PUNCT
cte-230	263	1	currently	currently	ADV
cte-230	263	2	(	(	PUNCT
cte-230	263	3	october	october	PROPN
cte-230	263	4	2020	2020	NUM
cte-230	263	5	)	)	PUNCT
cte-230	263	6	the	the	DET
cte-230	263	7	sizes	size	NOUN
cte-230	263	8	of	of	ADP
cte-230	263	9	our	our	PRON
cte-230	263	10	academic	academic	ADJ
cte-230	263	11	cloud	cloud	NOUN
cte-230	263	12	storage	storage	NOUN
cte-230	263	13	is	be	AUX
cte-230	263	14	approximately	approximately	ADV
cte-230	263	15	as	as	SCONJ
cte-230	263	16	follows	follow	VERB
cte-230	263	17	:	:	PUNCT
cte-230	263	18	•	•	NUM
cte-230	263	19	primary250	primary250	PROPN
cte-230	263	20	–	–	PUNCT
cte-230	263	21	120	120	NUM
cte-230	263	22	gb	gb	NOUN
cte-230	263	23	;	;	PUNCT
cte-230	263	24	•	•	NUM
cte-230	263	25	primary251	primary251	PROPN
cte-230	263	26	–	–	PUNCT
cte-230	263	27	80	80	NUM
cte-230	263	28	gb	gb	NOUN
cte-230	263	29	;	;	PUNCT
cte-230	263	30	•	•	X
cte-230	263	31	primary252	primary252	PROPN
cte-230	263	32	–	–	PUNCT
cte-230	263	33	140	140	NUM
cte-230	263	34	gb	gb	NOUN
cte-230	263	35	;	;	PUNCT
cte-230	263	36	•	•	NUM
cte-230	263	37	primary253	primary253	X
cte-230	263	38	–	–	PUNCT
cte-230	263	39	80	80	NUM
cte-230	263	40	gb	gb	NOUN
cte-230	263	41	;	;	PUNCT
cte-230	263	42	•	•	X
cte-230	263	43	secondary	secondary	ADJ
cte-230	263	44	–	–	PUNCT
cte-230	263	45	100	100	NUM
cte-230	263	46	gb	gb	NOUN
cte-230	263	47	.	.	PUNCT
cte-230	264	1	since	since	SCONJ
cte-230	264	2	we	we	PRON
cte-230	264	3	make	make	VERB
cte-230	264	4	a	a	DET
cte-230	264	5	full	full	ADJ
cte-230	264	6	copy	copy	NOUN
cte-230	264	7	of	of	ADP
cte-230	264	8	the	the	DET
cte-230	264	9	primary	primary	ADJ
cte-230	264	10	storage	storage	NOUN
cte-230	264	11	,	,	PUNCT
cte-230	264	12	we	we	PRON
cte-230	264	13	need	need	VERB
cte-230	264	14	to	to	PART
cte-230	264	15	download	download	VERB
cte-230	264	16	about	about	ADV
cte-230	264	17	400	400	NUM
cte-230	264	18	gb	gb	NOUN
cte-230	264	19	to	to	ADP
cte-230	264	20	the	the	DET
cte-230	264	21	cloud	cloud	NOUN
cte-230	264	22	storage	storage	NOUN
cte-230	264	23	each	each	DET
cte-230	264	24	time	time	NOUN
cte-230	264	25	.	.	PUNCT
cte-230	265	1	let	let	VERB
cte-230	265	2	the	the	DET
cte-230	265	3	speed	speed	NOUN
cte-230	265	4	of	of	ADP
cte-230	265	5	the	the	DET
cte-230	265	6	internet	internet	NOUN
cte-230	265	7	channel	channel	NOUN
cte-230	265	8	at	at	ADP
cte-230	265	9	night	night	NOUN
cte-230	265	10	be	be	AUX
cte-230	265	11	80	80	NUM
cte-230	265	12	mbps	mbps	NOUN
cte-230	265	13	(	(	PUNCT
cte-230	265	14	10	10	NUM
cte-230	265	15	mbytes	mbyte	NOUN
cte-230	265	16	per	per	ADP
cte-230	265	17	second	second	NOUN
cte-230	265	18	)	)	PUNCT
cte-230	265	19	.	.	PUNCT
cte-230	266	1	then	then	ADV
cte-230	266	2	it	it	PRON
cte-230	266	3	will	will	AUX
cte-230	266	4	take	take	VERB
cte-230	266	5	11	11	NUM
cte-230	266	6	hours	hour	NOUN
cte-230	266	7	to	to	PART
cte-230	266	8	download	download	VERB
cte-230	266	9	400	400	NUM
cte-230	266	10	*	*	SYM
cte-230	266	11	1024	1024	NUM
cte-230	266	12	mb	mb	NOUN
cte-230	266	13	.	.	PROPN
cte-230	267	1	that	that	PRON
cte-230	267	2	’s	’	VERB
cte-230	267	3	a	a	DET
cte-230	267	4	lot	lot	NOUN
cte-230	267	5	.	.	PUNCT
cte-230	268	1	therefore	therefore	ADV
cte-230	268	2	,	,	PUNCT
cte-230	268	3	we	we	PRON
cte-230	268	4	balanced	balance	VERB
cte-230	268	5	internet	internet	NOUN
cte-230	268	6	access	access	NOUN
cte-230	268	7	through	through	ADP
cte-230	268	8	2	2	NUM
cte-230	268	9	providers	provider	NOUN
cte-230	268	10	.	.	PUNCT
cte-230	269	1	at	at	ADP
cte-230	269	2	the	the	DET
cte-230	269	3	time	time	NOUN
cte-230	269	4	of	of	ADP
cte-230	269	5	backup	backup	NOUN
cte-230	269	6	,	,	PUNCT
cte-230	269	7	our	our	PRON
cte-230	269	8	router	router	NOUN
cte-230	269	9	routes	route	NOUN
cte-230	269	10	hosts	host	NOUN
cte-230	269	11	cloud0	cloud0	NOUN
cte-230	269	12	and	and	CCONJ
cte-230	269	13	cloud1	cloud1	VERB
cte-230	269	14	through	through	ADP
cte-230	269	15	the	the	DET
cte-230	269	16	first	first	ADJ
cte-230	269	17	provider	provider	NOUN
cte-230	269	18	,	,	PUNCT
cte-230	269	19	and	and	CCONJ
cte-230	269	20	cloud2	cloud2	NOUN
cte-230	269	21	and	and	CCONJ
cte-230	269	22	cloud3	cloud3	NOUN
cte-230	269	23	through	through	ADP
cte-230	269	24	the	the	DET
cte-230	269	25	second	second	NOUN
cte-230	269	26	.	.	PUNCT
cte-230	270	1	in	in	ADP
cte-230	270	2	175	175	NUM
cte-230	270	3	cte	cte	NOUN
cte-230	270	4	workshop	workshop	NOUN
cte-230	270	5	proceedings	proceeding	NOUN
cte-230	270	6	,	,	PUNCT
cte-230	270	7	2021	2021	NUM
cte-230	270	8	,	,	PUNCT
cte-230	270	9	vol	vol	NOUN
cte-230	270	10	.	.	NOUN
cte-230	270	11	8	8	NUM
cte-230	270	12	:	:	PUNCT
cte-230	270	13	cte-2020	cte-2020	NOUN
cte-230	270	14	,	,	PUNCT
cte-230	270	15	pp	pp	ADP
cte-230	270	16	.	.	PUNCT
cte-230	271	1	165	165	NUM
cte-230	271	2	-	-	SYM
cte-230	271	3	178	178	NUM
cte-230	271	4	this	this	DET
cte-230	271	5	case	case	NOUN
cte-230	271	6	,	,	PUNCT
cte-230	271	7	a	a	DET
cte-230	271	8	full	full	ADJ
cte-230	271	9	backup	backup	NOUN
cte-230	271	10	takes	take	VERB
cte-230	271	11	about	about	ADV
cte-230	271	12	5	5	NUM
cte-230	271	13	hours	hour	NOUN
cte-230	271	14	and	and	CCONJ
cte-230	271	15	30	30	NUM
cte-230	271	16	minutes	minute	NOUN
cte-230	271	17	.	.	PUNCT
cte-230	272	1	this	this	DET
cte-230	272	2	time	time	NOUN
cte-230	272	3	is	be	AUX
cte-230	272	4	also	also	ADV
cte-230	272	5	significant	significant	ADJ
cte-230	272	6	,	,	PUNCT
cte-230	272	7	but	but	CCONJ
cte-230	272	8	is	be	AUX
cte-230	272	9	acceptable	acceptable	ADJ
cte-230	272	10	.	.	PUNCT
cte-230	273	1	another	another	DET
cte-230	273	2	disadvantage	disadvantage	NOUN
cte-230	273	3	of	of	ADP
cte-230	273	4	our	our	PRON
cte-230	273	5	scheme	scheme	NOUN
cte-230	273	6	is	be	AUX
cte-230	273	7	the	the	DET
cte-230	273	8	significant	significant	ADJ
cte-230	273	9	time	time	NOUN
cte-230	273	10	required	require	VERB
cte-230	273	11	to	to	PART
cte-230	273	12	download	download	VERB
cte-230	273	13	backups	backup	NOUN
cte-230	273	14	from	from	ADP
cte-230	273	15	the	the	DET
cte-230	273	16	google	google	PROPN
cte-230	273	17	drive	drive	PROPN
cte-230	273	18	service	service	NOUN
cte-230	273	19	.	.	PUNCT
cte-230	274	1	however	however	ADV
cte-230	274	2	,	,	PUNCT
cte-230	274	3	this	this	DET
cte-230	274	4	time	time	NOUN
cte-230	274	5	will	will	AUX
cte-230	274	6	be	be	AUX
cte-230	274	7	significant	significant	ADJ
cte-230	274	8	if	if	SCONJ
cte-230	274	9	the	the	DET
cte-230	274	10	management	management	NOUN
cte-230	274	11	or	or	CCONJ
cte-230	274	12	storage	storage	NOUN
cte-230	274	13	servers	server	NOUN
cte-230	274	14	fail	fail	VERB
cte-230	274	15	.	.	PUNCT
cte-230	275	1	this	this	PRON
cte-230	275	2	means	mean	VERB
cte-230	275	3	that	that	SCONJ
cte-230	275	4	we	we	PRON
cte-230	275	5	must	must	AUX
cte-230	275	6	back	back	VERB
cte-230	275	7	up	up	ADP
cte-230	275	8	the	the	DET
cte-230	275	9	entire	entire	ADJ
cte-230	275	10	os	os	NOUN
cte-230	275	11	of	of	ADP
cte-230	275	12	the	the	DET
cte-230	275	13	management	management	NOUN
cte-230	275	14	server	server	NOUN
cte-230	275	15	to	to	ADP
cte-230	275	16	fast	fast	ADJ
cte-230	275	17	local	local	ADJ
cte-230	275	18	area	area	NOUN
cte-230	275	19	network	network	NOUN
cte-230	275	20	storage	storage	NOUN
cte-230	275	21	.	.	PUNCT
cte-230	276	1	5	5	X
cte-230	276	2	.	.	X
cte-230	276	3	conclusions	conclusion	NOUN
cte-230	276	4	the	the	DET
cte-230	276	5	private	private	ADJ
cte-230	276	6	academic	academic	ADJ
cte-230	276	7	clouds	cloud	NOUN
cte-230	276	8	should	should	AUX
cte-230	276	9	be	be	AUX
cte-230	276	10	used	use	VERB
cte-230	276	11	in	in	ADP
cte-230	276	12	cloud	cloud	NOUN
cte-230	276	13	based	base	VERB
cte-230	276	14	learning	learn	VERB
cte-230	276	15	environment	environment	NOUN
cte-230	276	16	,	,	PUNCT
cte-230	276	17	as	as	SCONJ
cte-230	276	18	they	they	PRON
cte-230	276	19	are	be	AUX
cte-230	276	20	necessary	necessary	ADJ
cte-230	276	21	for	for	ADP
cte-230	276	22	education	education	NOUN
cte-230	276	23	of	of	ADP
cte-230	276	24	future	future	ADJ
cte-230	276	25	ict	ict	NOUN
cte-230	276	26	specialists	specialist	NOUN
cte-230	276	27	.	.	PUNCT
cte-230	277	1	virtualization	virtualization	NOUN
cte-230	277	2	is	be	AUX
cte-230	277	3	one	one	NUM
cte-230	277	4	of	of	ADP
cte-230	277	5	the	the	DET
cte-230	277	6	most	most	ADV
cte-230	277	7	up	up	ADP
cte-230	277	8	-	-	PUNCT
cte-230	277	9	to	to	ADP
cte-230	277	10	-	-	PUNCT
cte-230	277	11	date	date	NOUN
cte-230	277	12	and	and	CCONJ
cte-230	277	13	advanced	advanced	ADJ
cte-230	277	14	technologies	technology	NOUN
cte-230	277	15	for	for	ADP
cte-230	277	16	modelling	model	VERB
cte-230	277	17	many	many	ADJ
cte-230	277	18	ict	ict	NOUN
cte-230	277	19	objects	object	NOUN
cte-230	277	20	.	.	PUNCT
cte-230	278	1	despite	despite	SCONJ
cte-230	278	2	the	the	DET
cte-230	278	3	availability	availability	NOUN
cte-230	278	4	of	of	ADP
cte-230	278	5	educational	educational	ADJ
cte-230	278	6	grants	grant	NOUN
cte-230	278	7	from	from	ADP
cte-230	278	8	leading	lead	VERB
cte-230	278	9	cloud	cloud	NOUN
cte-230	278	10	vendors	vendor	NOUN
cte-230	278	11	,	,	PUNCT
cte-230	278	12	many	many	ADJ
cte-230	278	13	universities	university	NOUN
cte-230	278	14	are	be	AUX
cte-230	278	15	deploying	deploy	VERB
cte-230	278	16	their	their	PRON
cte-230	278	17	own	own	ADJ
cte-230	278	18	private	private	ADJ
cte-230	278	19	academic	academic	ADJ
cte-230	278	20	clouds	cloud	NOUN
cte-230	278	21	.	.	PUNCT
cte-230	279	1	during	during	ADP
cte-230	279	2	the	the	DET
cte-230	279	3	production	production	NOUN
cte-230	279	4	phase	phase	NOUN
cte-230	279	5	,	,	PUNCT
cte-230	279	6	administrators	administrator	NOUN
cte-230	279	7	have	have	VERB
cte-230	279	8	a	a	DET
cte-230	279	9	lot	lot	NOUN
cte-230	279	10	of	of	ADP
cte-230	279	11	work	work	NOUN
cte-230	279	12	to	to	PART
cte-230	279	13	do	do	VERB
cte-230	279	14	to	to	PART
cte-230	279	15	maintain	maintain	VERB
cte-230	279	16	and	and	CCONJ
cte-230	279	17	support	support	VERB
cte-230	279	18	these	these	DET
cte-230	279	19	academic	academic	ADJ
cte-230	279	20	clouds	cloud	NOUN
cte-230	279	21	.	.	PUNCT
cte-230	280	1	among	among	ADP
cte-230	280	2	these	these	DET
cte-230	280	3	tasks	task	NOUN
cte-230	280	4	,	,	PUNCT
cte-230	280	5	one	one	NUM
cte-230	280	6	of	of	ADP
cte-230	280	7	the	the	DET
cte-230	280	8	most	most	ADV
cte-230	280	9	important	important	ADJ
cte-230	280	10	is	be	AUX
cte-230	280	11	to	to	PART
cte-230	280	12	ensure	ensure	VERB
cte-230	280	13	the	the	DET
cte-230	280	14	productivity	productivity	NOUN
cte-230	280	15	and	and	CCONJ
cte-230	280	16	elasticity	elasticity	NOUN
cte-230	280	17	of	of	ADP
cte-230	280	18	the	the	DET
cte-230	280	19	cloud	cloud	NOUN
cte-230	280	20	.	.	PUNCT
cte-230	281	1	solving	solve	VERB
cte-230	281	2	them	they	PRON
cte-230	281	3	will	will	AUX
cte-230	281	4	allow	allow	VERB
cte-230	281	5	them	they	PRON
cte-230	281	6	to	to	PART
cte-230	281	7	load	load	VERB
cte-230	281	8	the	the	DET
cte-230	281	9	maximum	maximum	ADJ
cte-230	281	10	number	number	NOUN
cte-230	281	11	of	of	ADP
cte-230	281	12	vms	vms	PROPN
cte-230	281	13	in	in	ADP
cte-230	281	14	the	the	DET
cte-230	281	15	cloud	cloud	NOUN
cte-230	281	16	infrastructure	infrastructure	NOUN
cte-230	281	17	.	.	PUNCT
cte-230	282	1	an	an	DET
cte-230	282	2	important	important	ADJ
cte-230	282	3	task	task	NOUN
cte-230	282	4	in	in	ADP
cte-230	282	5	the	the	DET
cte-230	282	6	maintenance	maintenance	NOUN
cte-230	282	7	of	of	ADP
cte-230	282	8	the	the	DET
cte-230	282	9	academic	academic	ADJ
cte-230	282	10	private	private	ADJ
cte-230	282	11	cloud	cloud	NOUN
cte-230	282	12	is	be	AUX
cte-230	282	13	the	the	DET
cte-230	282	14	backup	backup	NOUN
cte-230	282	15	of	of	ADP
cte-230	282	16	its	its	PRON
cte-230	282	17	components	component	NOUN
cte-230	282	18	.	.	PUNCT
cte-230	283	1	to	to	PART
cte-230	283	2	solve	solve	VERB
cte-230	283	3	it	it	PRON
cte-230	283	4	effectively	effectively	ADV
cte-230	283	5	,	,	PUNCT
cte-230	283	6	you	you	PRON
cte-230	283	7	need	need	VERB
cte-230	283	8	to	to	PART
cte-230	283	9	use	use	VERB
cte-230	283	10	different	different	ADJ
cte-230	283	11	backup	backup	ADJ
cte-230	283	12	schemes	scheme	NOUN
cte-230	283	13	such	such	ADJ
cte-230	283	14	as	as	ADP
cte-230	283	15	full	full	ADJ
cte-230	283	16	,	,	PUNCT
cte-230	283	17	incremental	incremental	ADJ
cte-230	283	18	,	,	PUNCT
cte-230	283	19	differential	differential	NOUN
cte-230	283	20	.	.	PUNCT
cte-230	284	1	to	to	PART
cte-230	284	2	save	save	VERB
cte-230	284	3	data	datum	NOUN
cte-230	284	4	,	,	PUNCT
cte-230	284	5	it	it	PRON
cte-230	284	6	is	be	AUX
cte-230	284	7	advisable	advisable	ADJ
cte-230	284	8	to	to	PART
cte-230	284	9	use	use	VERB
cte-230	284	10	both	both	CCONJ
cte-230	284	11	cloud	cloud	ADJ
cte-230	284	12	and	and	CCONJ
cte-230	284	13	local	local	ADJ
cte-230	284	14	storage	storage	NOUN
cte-230	284	15	.	.	PUNCT
cte-230	285	1	in	in	ADP
cte-230	285	2	any	any	DET
cte-230	285	3	case	case	NOUN
cte-230	285	4	,	,	PUNCT
cte-230	285	5	administrators	administrator	NOUN
cte-230	285	6	should	should	AUX
cte-230	285	7	determine	determine	VERB
cte-230	285	8	how	how	SCONJ
cte-230	285	9	long	long	ADV
cte-230	285	10	it	it	PRON
cte-230	285	11	will	will	AUX
cte-230	285	12	take	take	VERB
cte-230	285	13	to	to	PART
cte-230	285	14	build	build	VERB
cte-230	285	15	and	and	CCONJ
cte-230	285	16	restore	restore	VERB
cte-230	285	17	the	the	DET
cte-230	285	18	entire	entire	ADJ
cte-230	285	19	cloud	cloud	NOUN
cte-230	285	20	infrastructure	infrastructure	NOUN
cte-230	285	21	.	.	PUNCT
cte-230	286	1	it	it	PRON
cte-230	286	2	is	be	AUX
cte-230	286	3	also	also	ADV
cte-230	286	4	advisable	advisable	ADJ
cte-230	286	5	to	to	PART
cte-230	286	6	use	use	VERB
cte-230	286	7	the	the	DET
cte-230	286	8	api	api	NOUN
cte-230	286	9	functions	function	NOUN
cte-230	286	10	of	of	ADP
cte-230	286	11	the	the	DET
cte-230	286	12	cloud	cloud	NOUN
cte-230	286	13	platform	platform	NOUN
cte-230	286	14	.	.	PUNCT
cte-230	287	1	this	this	PRON
cte-230	287	2	will	will	AUX
cte-230	287	3	automate	automate	VERB
cte-230	287	4	some	some	DET
cte-230	287	5	maintenance	maintenance	NOUN
cte-230	287	6	tasks	task	NOUN
cte-230	287	7	.	.	PUNCT
cte-230	288	1	we	we	PRON
cte-230	288	2	see	see	VERB
cte-230	288	3	the	the	DET
cte-230	288	4	prospects	prospect	NOUN
cte-230	288	5	for	for	ADP
cte-230	288	6	our	our	PRON
cte-230	288	7	further	further	ADJ
cte-230	288	8	research	research	NOUN
cte-230	288	9	of	of	ADP
cte-230	288	10	our	our	PRON
cte-230	288	11	installation	installation	NOUN
cte-230	288	12	of	of	ADP
cte-230	288	13	a	a	DET
cte-230	288	14	private	private	ADJ
cte-230	288	15	academic	academic	ADJ
cte-230	288	16	cloud	cloud	NOUN
cte-230	288	17	in	in	ADP
cte-230	288	18	the	the	DET
cte-230	288	19	development	development	NOUN
cte-230	288	20	of	of	ADP
cte-230	288	21	more	more	ADV
cte-230	288	22	efficient	efficient	ADJ
cte-230	288	23	scripts	script	NOUN
cte-230	288	24	based	base	VERB
cte-230	288	25	on	on	ADP
cte-230	288	26	a	a	DET
cte-230	288	27	differential	differential	ADJ
cte-230	288	28	circuit	circuit	NOUN
cte-230	288	29	.	.	PUNCT
cte-230	289	1	they	they	PRON
cte-230	289	2	should	should	AUX
cte-230	289	3	reduce	reduce	VERB
cte-230	289	4	the	the	DET
cte-230	289	5	time	time	NOUN
cte-230	289	6	it	it	PRON
cte-230	289	7	takes	take	VERB
cte-230	289	8	to	to	PART
cte-230	289	9	create	create	VERB
cte-230	289	10	and	and	CCONJ
cte-230	289	11	copy	copy	VERB
cte-230	289	12	all	all	DET
cte-230	289	13	backups	backup	NOUN
cte-230	289	14	.	.	PUNCT
cte-230	290	1	according	accord	VERB
cte-230	290	2	-	-	PUNCT
cte-230	290	3	ly	ly	NOUN
cte-230	290	4	,	,	PUNCT
cte-230	290	5	the	the	DET
cte-230	290	6	time	time	NOUN
cte-230	290	7	to	to	PART
cte-230	290	8	recover	recover	VERB
cte-230	290	9	data	datum	NOUN
cte-230	290	10	from	from	ADP
cte-230	290	11	it	it	PRON
cte-230	290	12	will	will	AUX
cte-230	290	13	be	be	AUX
cte-230	290	14	reduced	reduce	VERB
cte-230	290	15	.	.	PUNCT
cte-230	291	1	also	also	ADV
cte-230	291	2	relevant	relevant	VERB
cte-230	291	3	the	the	DET
cte-230	291	4	study	study	NOUN
cte-230	291	5	of	of	ADP
cte-230	291	6	new	new	ADJ
cte-230	291	7	versions	version	NOUN
cte-230	291	8	of	of	ADP
cte-230	291	9	cloud	cloud	NOUN
cte-230	291	10	platforms	platform	NOUN
cte-230	291	11	regarding	regard	VERB
cte-230	291	12	the	the	DET
cte-230	291	13	emergence	emergence	NOUN
cte-230	291	14	of	of	ADP
cte-230	291	15	ready	ready	ADV
cte-230	291	16	-	-	PUNCT
cte-230	291	17	made	make	VERB
cte-230	291	18	modules	module	NOUN
cte-230	291	19	for	for	ADP
cte-230	291	20	backup	backup	NOUN
cte-230	291	21	.	.	PUNCT
cte-230	292	1	probably	probably	ADV
cte-230	292	2	,	,	PUNCT
cte-230	292	3	they	they	PRON
cte-230	292	4	will	will	AUX
cte-230	292	5	allow	allow	VERB
cte-230	292	6	to	to	PART
cte-230	292	7	solve	solve	VERB
cte-230	292	8	many	many	ADJ
cte-230	292	9	current	current	ADJ
cte-230	292	10	problems	problem	NOUN
cte-230	292	11	.	.	PUNCT
cte-230	293	1	references	reference	NOUN
cte-230	293	2	[	[	X
cte-230	293	3	1	1	NUM
cte-230	293	4	]	]	X
cte-230	293	5	al	al	PROPN
cte-230	293	6	-	-	PUNCT
cte-230	293	7	mukhtar	mukhtar	PROPN
cte-230	293	8	,	,	PUNCT
cte-230	293	9	m.m	m.m	PROPN
cte-230	293	10	.	.	PROPN
cte-230	293	11	and	and	CCONJ
cte-230	293	12	mardan	mardan	PROPN
cte-230	293	13	,	,	PUNCT
cte-230	293	14	a.a.a	a.a.a	PROPN
cte-230	293	15	.	.	PROPN
cte-230	293	16	,	,	PUNCT
cte-230	293	17	2014	2014	NUM
cte-230	293	18	.	.	PUNCT
cte-230	294	1	performance	performance	NOUN
cte-230	294	2	evaluation	evaluation	NOUN
cte-230	294	3	of	of	ADP
cte-230	294	4	private	private	ADJ
cte-230	294	5	clouds	cloud	NOUN
cte-230	294	6	eucalyptus	eucalyptus	NOUN
cte-230	294	7	versus	versus	ADP
cte-230	294	8	cloudstack	cloudstack	NOUN
cte-230	294	9	.	.	PUNCT
cte-230	295	1	international	international	ADJ
cte-230	295	2	journal	journal	NOUN
cte-230	295	3	of	of	ADP
cte-230	295	4	advanced	advanced	ADJ
cte-230	295	5	computer	computer	NOUN
cte-230	295	6	science	science	NOUN
cte-230	295	7	and	and	CCONJ
cte-230	295	8	applications	application	NOUN
cte-230	295	9	,	,	PUNCT
cte-230	295	10	5(5	5(5	NUM
cte-230	295	11	)	)	PUNCT
cte-230	295	12	.	.	PUNCT
cte-230	296	1	available	available	ADJ
cte-230	296	2	from	from	ADP
cte-230	296	3	:	:	PUNCT
cte-230	296	4	https://doi.org/10.14569/ijacsa.2014.050516	https://doi.org/10.14569/ijacsa.2014.050516	PROPN
cte-230	296	5	.	.	PUNCT
cte-230	297	1	[	[	X
cte-230	297	2	2	2	NUM
cte-230	297	3	]	]	X
cte-230	297	4	amiel	amiel	PROPN
cte-230	297	5	,	,	PUNCT
cte-230	297	6	t.	t.	PROPN
cte-230	297	7	,	,	PUNCT
cte-230	297	8	haar	haar	PROPN
cte-230	297	9	,	,	PUNCT
cte-230	297	10	e.	e.	PROPN
cte-230	297	11	ter	ter	PROPN
cte-230	297	12	,	,	PUNCT
cte-230	297	13	vieira	vieira	PROPN
cte-230	297	14	,	,	PUNCT
cte-230	297	15	m.s	m.s	PROPN
cte-230	297	16	.	.	PROPN
cte-230	297	17	and	and	CCONJ
cte-230	297	18	soares	soares	PROPN
cte-230	297	19	,	,	PUNCT
cte-230	297	20	t.c	t.c	PROPN
cte-230	297	21	.	.	PROPN
cte-230	297	22	,	,	PUNCT
cte-230	297	23	2020	2020	NUM
cte-230	297	24	.	.	PUNCT
cte-230	298	1	who	who	PRON
cte-230	298	2	benefits	benefit	VERB
cte-230	298	3	from	from	ADP
cte-230	298	4	the	the	DET
cte-230	298	5	public	public	ADJ
cte-230	298	6	good	good	NOUN
cte-230	298	7	?	?	PUNCT
cte-230	299	1	how	how	SCONJ
cte-230	299	2	oer	oer	NOUN
cte-230	299	3	is	be	AUX
cte-230	299	4	contributing	contribute	VERB
cte-230	299	5	to	to	ADP
cte-230	299	6	the	the	DET
cte-230	299	7	private	private	ADJ
cte-230	299	8	appropriation	appropriation	NOUN
cte-230	299	9	of	of	ADP
cte-230	299	10	the	the	DET
cte-230	299	11	educational	educational	ADJ
cte-230	299	12	commons	common	NOUN
cte-230	299	13	.	.	PUNCT
cte-230	300	1	in	in	ADP
cte-230	300	2	:	:	PUNCT
cte-230	300	3	d.	d.	PROPN
cte-230	300	4	burgos	burgos	PROPN
cte-230	300	5	,	,	PUNCT
cte-230	300	6	ed	ed	NOUN
cte-230	300	7	.	.	PUNCT
cte-230	301	1	radical	radical	ADJ
cte-230	301	2	solutions	solution	NOUN
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cte-230	301	6	:	:	PUNCT
cte-230	301	7	an	an	DET
cte-230	301	8	open	open	ADJ
cte-230	301	9	approach	approach	NOUN
cte-230	301	10	to	to	PART
cte-230	301	11	boost	boost	VERB
cte-230	301	12	higher	high	ADJ
cte-230	301	13	education	education	NOUN
cte-230	301	14	.	.	PUNCT
cte-230	302	1	singapore	singapore	PROPN
cte-230	302	2	:	:	PUNCT
cte-230	302	3	springer	springer	PROPN
cte-230	302	4	singapore	singapore	PROPN
cte-230	302	5	,	,	PUNCT
cte-230	302	6	pp.69–89	pp.69–89	NOUN
cte-230	302	7	.	.	PUNCT
cte-230	303	1	available	available	ADJ
cte-230	303	2	from	from	ADP
cte-230	303	3	:	:	PUNCT
cte-230	303	4	https://doi.org/10	https://doi.org/10	PROPN
cte-230	303	5	.	.	PUNCT
cte-230	304	1	1007/978	1007/978	X
cte-230	304	2	-	-	SYM
cte-230	304	3	981	981	NUM
cte-230	304	4	-	-	PUNCT
cte-230	304	5	15	15	NUM
cte-230	304	6	-	-	PUNCT
cte-230	304	7	4276	4276	NUM
cte-230	304	8	-	-	PUNCT
cte-230	304	9	3_5	3_5	NUM
cte-230	304	10	.	.	PUNCT
cte-230	305	1	[	[	X
cte-230	305	2	3	3	NUM
cte-230	305	3	]	]	X
cte-230	305	4	bykov	bykov	NOUN
cte-230	305	5	,	,	PUNCT
cte-230	305	6	v.	v.	PROPN
cte-230	305	7	,	,	PUNCT
cte-230	305	8	mikulowski	mikulowski	NOUN
cte-230	305	9	,	,	PUNCT
cte-230	305	10	d.	d.	PROPN
cte-230	305	11	,	,	PUNCT
cte-230	305	12	moravcik	moravcik	PROPN
cte-230	305	13	,	,	PUNCT
cte-230	305	14	o.	o.	PROPN
cte-230	305	15	,	,	PUNCT
cte-230	305	16	svetsky	svetsky	PROPN
cte-230	305	17	,	,	PUNCT
cte-230	305	18	s.	s.	PROPN
cte-230	305	19	and	and	CCONJ
cte-230	305	20	shyshkina	shyshkina	PROPN
cte-230	305	21	,	,	PUNCT
cte-230	305	22	m.	m.	NOUN
cte-230	305	23	,	,	PUNCT
cte-230	305	24	2020	2020	NUM
cte-230	305	25	.	.	PUNCT
cte-230	306	1	the	the	DET
cte-230	306	2	use	use	NOUN
cte-230	306	3	of	of	ADP
cte-230	306	4	the	the	DET
cte-230	306	5	cloud	cloud	NOUN
cte-230	306	6	-	-	PUNCT
cte-230	306	7	based	base	VERB
cte-230	306	8	open	open	ADJ
cte-230	306	9	learning	learning	NOUN
cte-230	306	10	and	and	CCONJ
cte-230	306	11	research	research	NOUN
cte-230	306	12	platform	platform	NOUN
cte-230	306	13	for	for	ADP
cte-230	306	14	collaboration	collaboration	NOUN
cte-230	306	15	in	in	ADP
cte-230	306	16	virtual	virtual	ADJ
cte-230	306	17	teams	team	NOUN
cte-230	306	18	.	.	PUNCT
cte-230	307	1	176	176	NUM
cte-230	308	1	https://doi.org/10.14569/ijacsa.2014.050516	https://doi.org/10.14569/ijacsa.2014.050516	PROPN
cte-230	308	2	https://doi.org/10.1007/978-981-15-4276-3_5	https://doi.org/10.1007/978-981-15-4276-3_5	PROPN
cte-230	308	3	https://doi.org/10.1007/978-981-15-4276-3_5	https://doi.org/10.1007/978-981-15-4276-3_5	X
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cte-230	308	7	,	,	PUNCT
cte-230	308	8	2021	2021	NUM
cte-230	308	9	,	,	PUNCT
cte-230	308	10	vol	vol	NOUN
cte-230	308	11	.	.	NOUN
cte-230	308	12	8	8	NUM
cte-230	308	13	:	:	PUNCT
cte-230	308	14	cte-2020	cte-2020	NOUN
cte-230	308	15	,	,	PUNCT
cte-230	308	16	pp	pp	ADP
cte-230	308	17	.	.	PUNCT
cte-230	309	1	165	165	NUM
cte-230	309	2	-	-	SYM
cte-230	309	3	178	178	NUM
cte-230	309	4	information	information	NOUN
cte-230	309	5	technologies	technology	NOUN
cte-230	309	6	and	and	CCONJ
cte-230	309	7	learning	learning	NOUN
cte-230	309	8	tools	tool	NOUN
cte-230	309	9	,	,	PUNCT
cte-230	309	10	76(2	76(2	NUM
cte-230	309	11	)	)	PUNCT
cte-230	309	12	,	,	PUNCT
cte-230	309	13	pp.304–320	pp.304–320	PROPN
cte-230	309	14	.	.	PROPN
cte-230	309	15	available	available	ADJ
cte-230	309	16	from	from	ADP
cte-230	309	17	:	:	PUNCT
cte-230	309	18	https	https	NOUN
cte-230	309	19	:	:	PUNCT
cte-230	309	20	//doi.org/10.33407	//doi.org/10.33407	PROPN
cte-230	309	21	/	/	SYM
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cte-230	309	23	.	.	PUNCT
cte-230	310	1	[	[	X
cte-230	310	2	4	4	NUM
cte-230	310	3	]	]	PUNCT
cte-230	310	4	cloudstack	cloudstack	NOUN
cte-230	310	5	backup	backup	NOUN
cte-230	310	6	and	and	CCONJ
cte-230	310	7	recovery	recovery	NOUN
cte-230	310	8	framework	framework	NOUN
cte-230	310	9	,	,	PUNCT
cte-230	310	10	2020	2020	NUM
cte-230	310	11	.	.	PUNCT
cte-230	311	1	available	available	ADJ
cte-230	311	2	from	from	ADP
cte-230	311	3	:	:	PUNCT
cte-230	311	4	https://www.slideshare	https://www.slideshare	PROPN
cte-230	311	5	.	.	PUNCT
cte-230	312	1	net	net	ADJ
cte-230	312	2	/	/	SYM
cte-230	312	3	shapeblue	shapeblue	NOUN
cte-230	312	4	/	/	SYM
cte-230	312	5	cloudstack	cloudstack	NOUN
cte-230	312	6	-	-	PUNCT
cte-230	312	7	backup	backup	NOUN
cte-230	312	8	-	-	PUNCT
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cte-230	312	10	-	-	PUNCT
cte-230	312	11	recovery	recovery	NOUN
cte-230	312	12	-	-	PUNCT
cte-230	312	13	framework	framework	NOUN
cte-230	312	14	.	.	PUNCT
cte-230	313	1	[	[	X
cte-230	313	2	5	5	NUM
cte-230	313	3	]	]	SYM
cte-230	313	4	comparison	comparison	NOUN
cte-230	313	5	of	of	ADP
cte-230	313	6	backup	backup	ADJ
cte-230	313	7	methods	method	NOUN
cte-230	313	8	,	,	PUNCT
cte-230	313	9	2014	2014	NUM
cte-230	313	10	.	.	PUNCT
cte-230	314	1	available	available	ADJ
cte-230	314	2	from	from	ADP
cte-230	314	3	:	:	PUNCT
cte-230	314	4	https://habr.com/ru/company/	https://habr.com/ru/company/	ADV
cte-230	314	5	selectel	selectel	NOUN
cte-230	314	6	/	/	SYM
cte-230	314	7	blog/226831/.	blog/226831/.	PROPN
cte-230	315	1	[	[	X
cte-230	315	2	6	6	NUM
cte-230	315	3	]	]	X
cte-230	315	4	despotović	despotović	NOUN
cte-230	315	5	-	-	PUNCT
cte-230	315	6	zrakić	zrakić	PROPN
cte-230	315	7	,	,	PUNCT
cte-230	315	8	m.	m.	NOUN
cte-230	315	9	,	,	PUNCT
cte-230	315	10	simić	simić	PROPN
cte-230	315	11	,	,	PUNCT
cte-230	315	12	k.	k.	PROPN
cte-230	315	13	,	,	PUNCT
cte-230	315	14	labus	labus	PROPN
cte-230	315	15	,	,	PUNCT
cte-230	315	16	a.	a.	NOUN
cte-230	315	17	,	,	PUNCT
cte-230	315	18	milić	milić	NOUN
cte-230	315	19	,	,	PUNCT
cte-230	315	20	a.	a.	NOUN
cte-230	315	21	and	and	CCONJ
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cte-230	315	23	,	,	PUNCT
cte-230	315	24	b.	b.	PROPN
cte-230	315	25	,	,	PUNCT
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cte-230	315	27	.	.	PUNCT
cte-230	316	1	scaffolding	scaffold	VERB
cte-230	316	2	environment	environment	NOUN
cte-230	316	3	for	for	ADP
cte-230	316	4	e	e	NOUN
cte-230	316	5	-	-	NOUN
cte-230	316	6	learning	learn	VERB
cte-230	316	7	through	through	ADP
cte-230	316	8	cloud	cloud	NOUN
cte-230	316	9	computing	computing	NOUN
cte-230	316	10	.	.	PUNCT
cte-230	317	1	journal	journal	NOUN
cte-230	317	2	of	of	ADP
cte-230	317	3	educational	educational	ADJ
cte-230	317	4	technology	technology	NOUN
cte-230	317	5	&	&	CCONJ
cte-230	317	6	society	society	NOUN
cte-230	317	7	,	,	PUNCT
cte-230	317	8	16	16	NUM
cte-230	317	9	,	,	PUNCT
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cte-230	317	14	:	:	PUNCT
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cte-230	317	17	-	-	PUNCT
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cte-230	318	1	[	[	X
cte-230	318	2	7	7	NUM
cte-230	318	3	]	]	SYM
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cte-230	318	5	,	,	PUNCT
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cte-230	318	7	,	,	PUNCT
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cte-230	318	9	,	,	PUNCT
cte-230	318	10	g.	g.	PROPN
cte-230	318	11	,	,	PUNCT
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cte-230	318	17	,	,	PUNCT
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cte-230	318	25	.	.	PUNCT
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cte-230	319	9	.	.	PUNCT
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cte-230	320	2	,	,	PUNCT
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cte-230	320	4	)	)	PUNCT
cte-230	320	5	,	,	PUNCT
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cte-230	320	10	:	:	PUNCT
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cte-230	320	12	.	.	PUNCT
cte-230	321	1	[	[	X
cte-230	321	2	8	8	NUM
cte-230	321	3	]	]	X
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cte-230	321	9	.	.	PUNCT
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cte-230	325	6	learning	learn	VERB
cte-230	325	7	tools	tool	NOUN
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cte-230	325	9	the	the	DET
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cte-230	325	13	,	,	PUNCT
cte-230	325	14	kyiv	kyiv	ADJ
cte-230	325	15	,	,	PUNCT
cte-230	325	16	ukraine	ukraine	NOUN
cte-230	325	17	.	.	PUNCT
cte-230	326	1	[	[	X
cte-230	326	2	9	9	NUM
cte-230	326	3	]	]	PUNCT
cte-230	326	4	glazunova	glazunova	NOUN
cte-230	326	5	,	,	PUNCT
cte-230	326	6	o.	o.	PROPN
cte-230	326	7	and	and	CCONJ
cte-230	326	8	shyshkina	shyshkina	PROPN
cte-230	326	9	,	,	PUNCT
cte-230	326	10	m.	m.	NOUN
cte-230	326	11	,	,	PUNCT
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cte-230	326	13	.	.	PUNCT
cte-230	327	1	the	the	DET
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cte-230	327	3	,	,	PUNCT
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cte-230	327	5	of	of	ADP
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cte-230	327	9	of	of	ADP
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cte-230	327	12	cloud	cloud	NOUN
cte-230	327	13	-	-	PUNCT
cte-230	327	14	based	base	VERB
cte-230	327	15	learning	learning	NOUN
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cte-230	327	19	.	.	PUNCT
cte-230	328	1	ceur	ceur	PROPN
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cte-230	328	4	,	,	PUNCT
cte-230	328	5	2104	2104	NUM
cte-230	328	6	,	,	PUNCT
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cte-230	328	8	.	.	PUNCT
cte-230	329	1	[	[	X
cte-230	329	2	10	10	NUM
cte-230	329	3	]	]	X
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cte-230	329	5	cloud	cloud	PROPN
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cte-230	329	7	(	(	PUNCT
cte-230	329	8	gcp	gcp	NOUN
cte-230	329	9	)	)	PUNCT
cte-230	329	10	,	,	PUNCT
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cte-230	329	12	.	.	PUNCT
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cte-230	330	8	-	-	PUNCT
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cte-230	330	10	[	[	PUNCT
cte-230	330	11	11	11	NUM
cte-230	330	12	]	]	X
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cte-230	330	14	,	,	PUNCT
cte-230	330	15	r.	r.	PROPN
cte-230	330	16	and	and	CCONJ
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cte-230	330	18	,	,	PUNCT
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cte-230	330	20	,	,	PUNCT
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cte-230	330	22	.	.	PUNCT
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cte-230	331	11	environment	environment	NOUN
cte-230	331	12	.	.	PUNCT
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cte-230	332	3	,	,	PUNCT
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cte-230	332	5	.	.	PUNCT
cte-230	333	1	[	[	X
cte-230	333	2	12	12	NUM
cte-230	333	3	]	]	X
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cte-230	333	8	,	,	PUNCT
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cte-230	333	18	.	.	PUNCT
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cte-230	335	5	3(3	3(3	NUM
cte-230	335	6	)	)	PUNCT
cte-230	335	7	,	,	PUNCT
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cte-230	335	9	.	.	PROPN
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cte-230	335	14	:	:	PUNCT
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cte-230	336	9	,	,	PUNCT
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cte-230	336	11	,	,	PUNCT
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cte-230	336	13	.	.	PUNCT
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cte-230	339	2	,	,	PUNCT
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cte-230	339	5	,	,	PUNCT
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cte-230	339	7	:	:	PUNCT
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cte-230	339	14	:	:	PUNCT
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cte-230	340	20	.	.	PUNCT
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cte-230	342	3	]	]	X
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cte-230	342	5	,	,	PUNCT
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cte-230	342	8	,	,	PUNCT
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cte-230	342	10	.	.	PUNCT
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cte-230	343	9	.	.	PUNCT
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cte-230	344	4	,	,	PUNCT
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cte-230	344	8	.	.	PUNCT
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cte-230	345	19	,	,	PUNCT
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cte-230	348	9	,	,	PUNCT
cte-230	348	10	m.	m.	NOUN
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cte-230	348	15	,	,	PUNCT
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cte-230	348	17	.	.	PUNCT
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cte-230	350	4	,	,	PUNCT
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cte-230	350	6	,	,	PUNCT
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cte-230	350	8	.	.	PUNCT
cte-230	351	1	[	[	X
cte-230	351	2	18	18	NUM
cte-230	351	3	]	]	PUNCT
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cte-230	351	8	.	.	PUNCT
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cte-230	351	10	developer	developer	NOUN
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cte-230	353	6	/	/	SYM
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cte-230	353	8	/	/	SYM
cte-230	353	9	students/.	students/.	PROPN
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cte-230	353	12	https://doi.org/10.33407/itlt.v76i2.3706	https://doi.org/10.33407/itlt.v76i2.3706	NUM
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cte-230	353	16	https://habr.com/ru/company/selectel/blog/226831/	https://habr.com/ru/company/selectel/blog/226831/	ADP
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cte-230	353	25	https://doi.org/10.13140/rg.2.1.4082.6647	https://doi.org/10.13140/rg.2.1.4082.6647	ADJ
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cte-230	353	27	https://azure.microsoft.com/en-us/developer/students/	https://azure.microsoft.com/en-us/developer/students/	NOUN
cte-230	353	28	cte	cte	PROPN
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cte-230	353	31	,	,	PUNCT
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cte-230	353	33	,	,	PUNCT
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cte-230	353	37	:	:	PUNCT
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cte-230	353	39	,	,	PUNCT
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cte-230	353	41	.	.	PUNCT
cte-230	354	1	165	165	NUM
cte-230	354	2	-	-	SYM
cte-230	354	3	178	178	NUM
cte-230	354	4	[	[	SYM
cte-230	354	5	19	19	NUM
cte-230	354	6	]	]	PUNCT
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cte-230	354	12	linux	linux	PROPN
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cte-230	354	15	-	-	PUNCT
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cte-230	354	17	-	-	PUNCT
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cte-230	354	19	,	,	PUNCT
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cte-230	354	21	.	.	PUNCT
cte-230	355	1	available	available	ADJ
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cte-230	355	3	:	:	PUNCT
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cte-230	355	5	.	.	PUNCT
cte-230	356	1	[	[	X
cte-230	356	2	20	20	NUM
cte-230	356	3	]	]	PUNCT
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cte-230	356	5	,	,	PUNCT
cte-230	356	6	v.	v.	ADV
cte-230	356	7	,	,	PUNCT
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cte-230	356	9	,	,	PUNCT
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cte-230	356	11	and	and	CCONJ
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cte-230	356	13	,	,	PUNCT
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cte-230	356	15	,	,	PUNCT
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cte-230	356	17	.	.	PUNCT
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cte-230	357	7	“	"	PUNCT
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cte-230	357	9	services	service	NOUN
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cte-230	358	4	,	,	PUNCT
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cte-230	358	6	,	,	PUNCT
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cte-230	359	5	,	,	PUNCT
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cte-230	359	10	,	,	PUNCT
cte-230	359	11	u.	u.	PROPN
cte-230	359	12	,	,	PUNCT
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cte-230	359	14	.	.	PUNCT
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cte-230	359	16	backups	backup	NOUN
cte-230	359	17	and	and	CCONJ
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cte-230	360	1	the	the	DET
cte-230	360	2	infosec	infosec	ADJ
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cte-230	360	5	an	an	DET
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cte-230	360	10	.	.	PUNCT
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cte-230	361	11	:	:	PUNCT
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cte-230	361	13	.	.	PUNCT
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cte-230	362	5	,	,	PUNCT
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cte-230	362	7	,	,	PUNCT
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cte-230	362	9	,	,	PUNCT
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cte-230	362	13	,	,	PUNCT
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cte-230	363	7	,	,	PUNCT
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cte-230	363	9	.	.	PUNCT
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cte-230	364	5	.	.	PUNCT
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cte-230	365	7	,	,	PUNCT
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cte-230	368	9	,	,	PUNCT
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cte-230	374	9	,	,	PUNCT
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cte-230	374	17	.	.	PUNCT
cte-230	374	18	low	low	ADJ
cte-230	374	19	-	-	PUNCT
cte-230	374	20	cost	cost	NOUN
cte-230	374	21	data	datum	NOUN
cte-230	374	22	partitioning	partition	VERB
cte-230	374	23	and	and	CCONJ
cte-230	374	24	encrypted	encrypt	VERB
cte-230	374	25	backup	backup	ADJ
cte-230	374	26	scheme	scheme	NOUN
cte-230	374	27	for	for	ADP
cte-230	374	28	defending	defend	VERB
cte-230	374	29	against	against	ADP
cte-230	374	30	co	co	ADJ
cte-230	374	31	-	-	ADJ
cte-230	374	32	resident	resident	ADJ
cte-230	374	33	attacks	attack	NOUN
cte-230	374	34	.	.	PUNCT
cte-230	375	1	eurasip	eurasip	PROPN
cte-230	375	2	journal	journal	PROPN
cte-230	375	3	on	on	ADP
cte-230	375	4	information	information	NOUN
cte-230	375	5	security	security	NOUN
cte-230	375	6	,	,	PUNCT
cte-230	375	7	2020(1	2020(1	NUM
cte-230	375	8	)	)	PUNCT
cte-230	375	9	,	,	PUNCT
cte-230	375	10	p.7	p.7	NOUN
cte-230	375	11	.	.	PUNCT
cte-230	375	12	available	available	ADJ
cte-230	375	13	from	from	ADP
cte-230	375	14	:	:	PUNCT
cte-230	375	15	https://doi.org/10.1186/s13635-020-00110-1	https://doi.org/10.1186/s13635-020-00110-1	NUM
cte-230	375	16	.	.	PUNCT
cte-230	376	1	[	[	X
cte-230	376	2	27	27	NUM
cte-230	376	3	]	]	PUNCT
cte-230	376	4	using	use	VERB
cte-230	376	5	oauth	oauth	NOUN
cte-230	376	6	2.0	2.0	NUM
cte-230	376	7	to	to	PART
cte-230	376	8	access	access	VERB
cte-230	376	9	google	google	PROPN
cte-230	376	10	apis	apis	PROPN
cte-230	376	11	,	,	PUNCT
cte-230	376	12	2020	2020	NUM
cte-230	376	13	.	.	PUNCT
cte-230	377	1	available	available	ADJ
cte-230	377	2	from	from	ADP
cte-230	377	3	:	:	PUNCT
cte-230	377	4	https://developers.google	https://developers.google	PROPN
cte-230	377	5	.	.	PUNCT
cte-230	377	6	com	com	NOUN
cte-230	377	7	/	/	SYM
cte-230	377	8	identity	identity	NOUN
cte-230	377	9	/	/	SYM
cte-230	377	10	protocols	protocol	NOUN
cte-230	377	11	/	/	SYM
cte-230	377	12	oauth2	oauth2	X
cte-230	377	13	.	.	PUNCT
cte-230	378	1	[	[	X
cte-230	378	2	28	28	NUM
cte-230	378	3	]	]	X
cte-230	378	4	vorozhbyt	vorozhbyt	PROPN
cte-230	378	5	,	,	PUNCT
cte-230	378	6	a.v	a.v	PROPN
cte-230	378	7	.	.	PROPN
cte-230	378	8	,	,	PUNCT
cte-230	378	9	2019	2019	NUM
cte-230	378	10	.	.	PUNCT
cte-230	379	1	creation	creation	NOUN
cte-230	379	2	of	of	ADP
cte-230	379	3	multimedia	multimedia	NOUN
cte-230	379	4	content	content	NOUN
cte-230	379	5	of	of	ADP
cte-230	379	6	the	the	DET
cte-230	379	7	cloud	cloud	NOUN
cte-230	379	8	-	-	PUNCT
cte-230	379	9	based	base	VERB
cte-230	379	10	learning	learning	NOUN
cte-230	379	11	environment	environment	NOUN
cte-230	379	12	in	in	ADP
cte-230	379	13	technical	technical	ADJ
cte-230	379	14	lyceum	lyceum	NOUN
cte-230	379	15	.	.	PUNCT
cte-230	380	1	new	new	ADJ
cte-230	380	2	computer	computer	NOUN
cte-230	380	3	technology	technology	NOUN
cte-230	380	4	,	,	PUNCT
cte-230	380	5	17	17	NUM
cte-230	380	6	,	,	PUNCT
cte-230	380	7	pp.59–63	pp.59–63	NOUN
cte-230	380	8	.	.	PUNCT
cte-230	381	1	[	[	X
cte-230	381	2	29	29	NUM
cte-230	381	3	]	]	X
cte-230	381	4	wang	wang	PROPN
cte-230	381	5	,	,	PUNCT
cte-230	381	6	b.	b.	PROPN
cte-230	381	7	,	,	PUNCT
cte-230	381	8	wang	wang	PROPN
cte-230	381	9	,	,	PUNCT
cte-230	381	10	c.	c.	PROPN
cte-230	381	11	,	,	PUNCT
cte-230	381	12	song	song	NOUN
cte-230	381	13	,	,	PUNCT
cte-230	381	14	y.	y.	PROPN
cte-230	381	15	,	,	PUNCT
cte-230	381	16	cao	cao	PROPN
cte-230	381	17	,	,	PUNCT
cte-230	381	18	j.	j.	PROPN
cte-230	381	19	,	,	PUNCT
cte-230	381	20	cui	cui	PROPN
cte-230	381	21	,	,	PUNCT
cte-230	381	22	x.	x.	PROPN
cte-230	381	23	and	and	CCONJ
cte-230	381	24	zhang	zhang	PROPN
cte-230	381	25	,	,	PUNCT
cte-230	381	26	l.	l.	PROPN
cte-230	381	27	,	,	PUNCT
cte-230	381	28	2020	2020	NUM
cte-230	381	29	.	.	PUNCT
cte-230	382	1	a	a	DET
cte-230	382	2	survey	survey	NOUN
cte-230	382	3	and	and	CCONJ
cte-230	382	4	taxonomy	taxonomy	NOUN
cte-230	382	5	on	on	ADP
cte-230	382	6	workload	workload	NOUN
cte-230	382	7	scheduling	scheduling	NOUN
cte-230	382	8	and	and	CCONJ
cte-230	382	9	resource	resource	NOUN
cte-230	382	10	provisioning	provisioning	NOUN
cte-230	382	11	in	in	ADP
cte-230	382	12	hybrid	hybrid	ADJ
cte-230	382	13	clouds	cloud	NOUN
cte-230	382	14	.	.	PUNCT
cte-230	383	1	cluster	cluster	NOUN
cte-230	383	2	computing	computing	NOUN
cte-230	383	3	,	,	PUNCT
cte-230	383	4	23(4	23(4	NOUN
cte-230	383	5	)	)	PUNCT
cte-230	383	6	,	,	PUNCT
cte-230	383	7	pp.2809–2834	pp.2809–2834	PROPN
cte-230	383	8	.	.	PUNCT
cte-230	384	1	available	available	ADJ
cte-230	384	2	from	from	ADP
cte-230	384	3	:	:	PUNCT
cte-230	384	4	https://doi.org/10.1007/s10586-020-03048-8	https://doi.org/10.1007/s10586-020-03048-8	NUM
cte-230	384	5	.	.	PUNCT
cte-230	385	1	178	178	NUM
cte-230	385	2	https://www.omgubuntu.co.uk/2017/04/mount-google-drive-ocamlfuse-linux	https://www.omgubuntu.co.uk/2017/04/mount-google-drive-ocamlfuse-linux	PROPN
cte-230	385	3	http://ceur-ws.org/vol-2393/paper_231.pdf	http://ceur-ws.org/vol-2393/paper_231.pdf	PROPN
cte-230	385	4	https://doi.org/10.1007/978-1-4302-6383-8_13	https://doi.org/10.1007/978-1-4302-6383-8_13	NOUN
cte-230	385	5	https://doi.org/10.23939/sisn2019.02.001	https://doi.org/10.23939/sisn2019.02.001	VERB
cte-230	385	6	http://ceur-ws.org/vol-2104/paper_154.pdf	http://ceur-ws.org/vol-2104/paper_154.pdf	PROPN
cte-230	385	7	https://doi.org/10.1186/s13635-020-00110-1	https://doi.org/10.1186/s13635-020-00110-1	NUM
cte-230	385	8	https://developers.google.com/identity/protocols/oauth2	https://developers.google.com/identity/protocols/oauth2	PROPN
cte-230	385	9	https://developers.google.com/identity/protocols/oauth2	https://developers.google.com/identity/protocols/oauth2	PROPN
cte-230	385	10	https://doi.org/10.1007/s10586-020-03048-8	https://doi.org/10.1007/s10586-020-03048-8	NUM
cte-230	385	11	1	1	NUM
cte-230	385	12	the	the	DET
cte-230	385	13	problem	problem	NOUN
cte-230	385	14	statement	statement	NOUN
cte-230	385	15	2	2	NUM
cte-230	385	16	the	the	DET
cte-230	385	17	private	private	ADJ
cte-230	385	18	clouds	cloud	NOUN
cte-230	385	19	maintenance	maintenance	NOUN
cte-230	385	20	tasks	task	NOUN
cte-230	385	21	3	3	NUM
cte-230	385	22	definition	definition	NOUN
cte-230	385	23	of	of	ADP
cte-230	385	24	maintenance	maintenance	NOUN
cte-230	385	25	tasks	task	NOUN
cte-230	385	26	of	of	ADP
cte-230	385	27	authors	author	NOUN
cte-230	385	28	'	'	PART
cte-230	385	29	academic	academic	ADJ
cte-230	385	30	cloud	cloud	NOUN
cte-230	385	31	4	4	NUM
cte-230	385	32	designing	design	VERB
cte-230	385	33	and	and	CCONJ
cte-230	385	34	realization	realization	NOUN
cte-230	385	35	an	an	DET
cte-230	385	36	academic	academic	ADJ
cte-230	385	37	clouds	cloud	NOUN
cte-230	385	38	'	'	PART
cte-230	385	39	backup	backup	ADJ
cte-230	385	40	model	model	NOUN
cte-230	385	41	5	5	NUM
cte-230	385	42	conclusions	conclusion	NOUN