id	sid	tid	token	lemma	pos
sc-1152	1	1	this	this	PRON
sc-1152	1	2	is	be	AUX
sc-1152	1	3	a	a	DET
sc-1152	1	4	title	title	NOUN
sc-1152	1	5	1	1	NUM
sc-1152	1	6	computational	computational	ADJ
sc-1152	1	7	viability	viability	NOUN
sc-1152	1	8	of	of	ADP
sc-1152	1	9	fog	fog	NOUN
sc-1152	1	10	methodologies	methodology	NOUN
sc-1152	1	11	in	in	ADP
sc-1152	1	12	iot	iot	PROPN
sc-1152	1	13	enabled	enable	VERB
sc-1152	1	14	smart	smart	ADJ
sc-1152	1	15	city	city	NOUN
sc-1152	1	16	architectures	architecture	NOUN
sc-1152	1	17	-	-	PUNCT
sc-1152	1	18	a	a	DET
sc-1152	1	19	smart	smart	ADJ
sc-1152	1	20	grid	grid	NOUN
sc-1152	1	21	case	case	NOUN
sc-1152	1	22	study	study	PROPN
sc-1152	1	23	md	md	PROPN
sc-1152	1	24	.	.	PUNCT
sc-1152	1	25	muzakkir	muzakkir	PROPN
sc-1152	1	26	hussain	hussain	PROPN
sc-1152	1	27	1	1	NUM
sc-1152	1	28	,	,	PUNCT
sc-1152	1	29	*	*	PUNCT
sc-1152	1	30	,	,	PUNCT
sc-1152	1	31	mohammad	mohammad	PROPN
sc-1152	1	32	saad	saad	PROPN
sc-1152	1	33	alam	alam	PROPN
sc-1152	1	34	2	2	PROPN
sc-1152	1	35	,	,	PUNCT
sc-1152	1	36	m.m	m.m	PROPN
sc-1152	1	37	.	.	PROPN
sc-1152	1	38	sufyan	sufyan	PROPN
sc-1152	1	39	beg	beg	VERB
sc-1152	1	40	1	1	NUM
sc-1152	1	41	1	1	NUM
sc-1152	1	42	2	2	NUM
sc-1152	1	43	department	department	NOUN
sc-1152	1	44	of	of	ADP
sc-1152	1	45	computer	computer	NOUN
sc-1152	1	46	engineering	engineering	NOUN
sc-1152	1	47	,	,	PUNCT
sc-1152	1	48	aligarh	aligarh	PROPN
sc-1152	1	49	muslim	muslim	PROPN
sc-1152	1	50	university	university	PROPN
sc-1152	1	51	department	department	PROPN
sc-1152	1	52	of	of	ADP
sc-1152	1	53	electrical	electrical	ADJ
sc-1152	1	54	engineering	engineering	NOUN
sc-1152	1	55	,	,	PUNCT
sc-1152	1	56	aligarh	aligarh	PROPN
sc-1152	1	57	muslim	muslim	PROPN
sc-1152	1	58	university	university	PROPN
sc-1152	1	59	abstract	abstract	NOUN
sc-1152	1	60	the	the	DET
sc-1152	1	61	gradual	gradual	ADJ
sc-1152	1	62	evolution	evolution	NOUN
sc-1152	1	63	in	in	ADP
sc-1152	1	64	the	the	DET
sc-1152	1	65	information	information	NOUN
sc-1152	1	66	communication	communication	NOUN
sc-1152	1	67	technology	technology	NOUN
sc-1152	1	68	(	(	PUNCT
sc-1152	1	69	ict	ict	PROPN
sc-1152	1	70	)	)	PUNCT
sc-1152	1	71	support	support	NOUN
sc-1152	1	72	of	of	ADP
sc-1152	1	73	smart	smart	ADJ
sc-1152	1	74	city	city	NOUN
sc-1152	1	75	(	(	PUNCT
sc-1152	1	76	sc	sc	NOUN
sc-1152	1	77	)	)	PUNCT
sc-1152	1	78	architecture	architecture	NOUN
sc-1152	1	79	leveraged	leverage	VERB
sc-1152	1	80	with	with	ADP
sc-1152	1	81	meshes	mesh	NOUN
sc-1152	1	82	of	of	ADP
sc-1152	1	83	internet	internet	NOUN
sc-1152	1	84	of	of	ADP
sc-1152	1	85	things	thing	NOUN
sc-1152	1	86	(	(	PUNCT
sc-1152	1	87	iot	iot	NOUN
sc-1152	1	88	)	)	PUNCT
sc-1152	1	89	creates	create	VERB
sc-1152	1	90	and	and	CCONJ
sc-1152	1	91	welcomes	welcome	VERB
sc-1152	1	92	research	research	NOUN
sc-1152	1	93	and	and	CCONJ
sc-1152	1	94	investment	investment	NOUN
sc-1152	1	95	efforts	effort	NOUN
sc-1152	1	96	from	from	ADP
sc-1152	1	97	academia	academia	NOUN
sc-1152	1	98	,	,	PUNCT
sc-1152	1	99	r&ds	r&ds	PROPN
sc-1152	1	100	and	and	CCONJ
sc-1152	1	101	policymakers	policymaker	NOUN
sc-1152	1	102	.	.	PUNCT
sc-1152	2	1	the	the	DET
sc-1152	2	2	iot	iot	PROPN
sc-1152	2	3	utilities	utility	NOUN
sc-1152	2	4	are	be	AUX
sc-1152	2	5	being	be	AUX
sc-1152	2	6	deployed	deploy	VERB
sc-1152	2	7	at	at	ADP
sc-1152	2	8	every	every	DET
sc-1152	2	9	layers	layer	NOUN
sc-1152	2	10	of	of	ADP
sc-1152	2	11	a	a	DET
sc-1152	2	12	typical	typical	ADJ
sc-1152	2	13	sg	sg	ADP
sc-1152	2	14	backbone	backbone	NOUN
sc-1152	2	15	namely	namely	ADV
sc-1152	2	16	application	application	NOUN
sc-1152	2	17	layer	layer	NOUN
sc-1152	2	18	,	,	PUNCT
sc-1152	2	19	energy	energy	NOUN
sc-1152	2	20	layer	layer	NOUN
sc-1152	2	21	and	and	CCONJ
sc-1152	2	22	communication	communication	NOUN
sc-1152	2	23	layer	layer	NOUN
sc-1152	2	24	.	.	PUNCT
sc-1152	3	1	the	the	DET
sc-1152	3	2	geo	geo	PROPN
sc-1152	3	3	-	-	PUNCT
sc-1152	3	4	distributed	distribute	VERB
sc-1152	3	5	clusters	cluster	NOUN
sc-1152	3	6	of	of	ADP
sc-1152	3	7	iot	iot	PROPN
sc-1152	3	8	―objects‖	―objects‖	PROPN
sc-1152	3	9	produce	produce	VERB
sc-1152	3	10	galactic	galactic	ADJ
sc-1152	3	11	volume	volume	NOUN
sc-1152	3	12	of	of	ADP
sc-1152	3	13	data	datum	NOUN
sc-1152	3	14	that	that	PRON
sc-1152	3	15	exacerbates	exacerbate	VERB
sc-1152	3	16	the	the	DET
sc-1152	3	17	need	need	NOUN
sc-1152	3	18	to	to	PART
sc-1152	3	19	make	make	VERB
sc-1152	3	20	a	a	DET
sc-1152	3	21	paradigm	paradigm	NOUN
sc-1152	3	22	shift	shift	NOUN
sc-1152	3	23	from	from	ADP
sc-1152	3	24	centralized	centralized	ADJ
sc-1152	3	25	data	datum	NOUN
sc-1152	3	26	center	center	NOUN
sc-1152	3	27	based	base	VERB
sc-1152	3	28	processing	processing	NOUN
sc-1152	3	29	to	to	ADP
sc-1152	3	30	a	a	DET
sc-1152	3	31	hybrid	hybrid	ADJ
sc-1152	3	32	model	model	NOUN
sc-1152	3	33	that	that	PRON
sc-1152	3	34	supports	support	VERB
sc-1152	3	35	both	both	PRON
sc-1152	3	36	in	in	ADP
sc-1152	3	37	situ	situ	NOUN
sc-1152	3	38	as	as	ADV
sc-1152	3	39	well	well	ADV
sc-1152	3	40	as	as	ADP
sc-1152	3	41	cloud	cloud	NOUN
sc-1152	3	42	based	base	VERB
sc-1152	3	43	storage	storage	NOUN
sc-1152	3	44	and	and	CCONJ
sc-1152	3	45	computational	computational	ADJ
sc-1152	3	46	resources	resource	NOUN
sc-1152	3	47	.	.	PUNCT
sc-1152	4	1	to	to	PART
sc-1152	4	2	combat	combat	VERB
sc-1152	4	3	such	such	ADJ
sc-1152	4	4	sc	sc	PROPN
sc-1152	4	5	issues	issue	NOUN
sc-1152	4	6	,	,	PUNCT
sc-1152	4	7	fog	fog	NOUN
sc-1152	4	8	computing	computing	NOUN
sc-1152	4	9	(	(	PUNCT
sc-1152	4	10	fc	fc	INTJ
sc-1152	4	11	)	)	PUNCT
sc-1152	4	12	emerges	emerge	VERB
sc-1152	4	13	as	as	ADP
sc-1152	4	14	a	a	DET
sc-1152	4	15	promising	promising	ADJ
sc-1152	4	16	solution	solution	NOUN
sc-1152	4	17	,	,	PUNCT
sc-1152	4	18	which	which	PRON
sc-1152	4	19	pushes	push	VERB
sc-1152	4	20	the	the	DET
sc-1152	4	21	computation	computation	NOUN
sc-1152	4	22	resources	resource	NOUN
sc-1152	4	23	onto	onto	ADP
sc-1152	4	24	the	the	DET
sc-1152	4	25	network	network	NOUN
sc-1152	4	26	edge	edge	NOUN
sc-1152	4	27	nodes	node	NOUN
sc-1152	4	28	.	.	PUNCT
sc-1152	5	1	this	this	DET
sc-1152	5	2	work	work	NOUN
sc-1152	5	3	investigates	investigate	VERB
sc-1152	5	4	the	the	DET
sc-1152	5	5	high	high	ADJ
sc-1152	5	6	performance	performance	NOUN
sc-1152	5	7	of	of	ADP
sc-1152	5	8	fog	fog	NOUN
sc-1152	5	9	computing	computing	NOUN
sc-1152	5	10	over	over	ADP
sc-1152	5	11	generic	generic	ADJ
sc-1152	5	12	cloud	cloud	NOUN
sc-1152	5	13	computing	computing	NOUN
sc-1152	5	14	in	in	ADP
sc-1152	5	15	terms	term	NOUN
sc-1152	5	16	of	of	ADP
sc-1152	5	17	metrics	metric	NOUN
sc-1152	5	18	viz	viz	NOUN
sc-1152	5	19	.	.	PUNCT
sc-1152	6	1	latencies	latencies	PROPN
sc-1152	6	2	,	,	PUNCT
sc-1152	6	3	power	power	NOUN
sc-1152	6	4	consumption	consumption	NOUN
sc-1152	6	5	etc	etc	X
sc-1152	6	6	,	,	PUNCT
sc-1152	6	7	through	through	ADP
sc-1152	6	8	a	a	DET
sc-1152	6	9	smart	smart	ADJ
sc-1152	6	10	grid	grid	NOUN
sc-1152	6	11	(	(	PUNCT
sc-1152	6	12	sg	sg	NOUN
sc-1152	6	13	)	)	PUNCT
sc-1152	6	14	use	use	NOUN
sc-1152	6	15	-	-	PUNCT
sc-1152	6	16	case	case	NOUN
sc-1152	6	17	.	.	PUNCT
sc-1152	7	1	through	through	ADP
sc-1152	7	2	an	an	DET
sc-1152	7	3	operational	operational	ADJ
sc-1152	7	4	cost	cost	NOUN
sc-1152	7	5	optimization	optimization	NOUN
sc-1152	7	6	framework	framework	NOUN
sc-1152	7	7	,	,	PUNCT
sc-1152	7	8	the	the	DET
sc-1152	7	9	work	work	NOUN
sc-1152	7	10	comprehends	comprehend	VERB
sc-1152	7	11	the	the	DET
sc-1152	7	12	suitability	suitability	NOUN
sc-1152	7	13	of	of	ADP
sc-1152	7	14	fog	fog	NOUN
sc-1152	7	15	methodologies	methodology	NOUN
sc-1152	7	16	to	to	PART
sc-1152	7	17	make	make	VERB
sc-1152	7	18	a	a	DET
sc-1152	7	19	synergistic	synergistic	ADJ
sc-1152	7	20	interplay	interplay	NOUN
sc-1152	7	21	with	with	ADP
sc-1152	7	22	the	the	DET
sc-1152	7	23	core	core	NOUN
sc-1152	7	24	centered	center	VERB
sc-1152	7	25	clouds	cloud	NOUN
sc-1152	7	26	thus	thus	ADV
sc-1152	7	27	empowering	empower	VERB
sc-1152	7	28	a	a	DET
sc-1152	7	29	wide	wide	ADJ
sc-1152	7	30	breed	breed	NOUN
sc-1152	7	31	of	of	ADP
sc-1152	7	32	real	real	ADJ
sc-1152	7	33	-	-	PUNCT
sc-1152	7	34	time	time	NOUN
sc-1152	7	35	and	and	CCONJ
sc-1152	7	36	latency	latency	NOUN
sc-1152	7	37	free	free	ADJ
sc-1152	7	38	services	service	NOUN
sc-1152	7	39	.	.	PUNCT
sc-1152	8	1	finally	finally	ADV
sc-1152	8	2	,	,	PUNCT
sc-1152	8	3	an	an	DET
sc-1152	8	4	overview	overview	NOUN
sc-1152	8	5	of	of	ADP
sc-1152	8	6	the	the	DET
sc-1152	8	7	core	core	NOUN
sc-1152	8	8	orchestration	orchestration	NOUN
sc-1152	8	9	issues	issue	NOUN
sc-1152	8	10	,	,	PUNCT
sc-1152	8	11	challenges	challenge	NOUN
sc-1152	8	12	,	,	PUNCT
sc-1152	8	13	and	and	CCONJ
sc-1152	8	14	future	future	ADJ
sc-1152	8	15	research	research	NOUN
sc-1152	8	16	directions	direction	NOUN
sc-1152	8	17	are	be	AUX
sc-1152	8	18	presented	present	VERB
sc-1152	8	19	for	for	SCONJ
sc-1152	8	20	fc	fc	PROPN
sc-1152	8	21	enabled	enable	VERB
sc-1152	8	22	scs	scs	PROPN
sc-1152	8	23	.	.	PUNCT
sc-1152	9	1	keywords	keyword	NOUN
sc-1152	9	2	:	:	PUNCT
sc-1152	9	3	smart	smart	ADJ
sc-1152	9	4	cities	city	NOUN
sc-1152	9	5	(	(	PUNCT
sc-1152	9	6	sc	sc	PROPN
sc-1152	9	7	)	)	PUNCT
sc-1152	9	8	,	,	PUNCT
sc-1152	9	9	smart	smart	ADJ
sc-1152	9	10	grid	grid	NOUN
sc-1152	9	11	(	(	PUNCT
sc-1152	9	12	sg	sg	PROPN
sc-1152	9	13	)	)	PUNCT
sc-1152	9	14	,	,	PUNCT
sc-1152	9	15	internet	internet	NOUN
sc-1152	9	16	of	of	ADP
sc-1152	9	17	things	thing	NOUN
sc-1152	9	18	(	(	PUNCT
sc-1152	9	19	iot	iot	NOUN
sc-1152	9	20	)	)	PUNCT
sc-1152	9	21	,	,	PUNCT
sc-1152	9	22	fog	fog	NOUN
sc-1152	9	23	computing	computing	NOUN
sc-1152	9	24	,	,	PUNCT
sc-1152	9	25	cloud	cloud	NOUN
sc-1152	9	26	computing	computing	NOUN
sc-1152	9	27	,	,	PUNCT
sc-1152	9	28	differential	differential	ADJ
sc-1152	9	29	evolution	evolution	NOUN
sc-1152	9	30	(	(	PUNCT
sc-1152	9	31	de	de	ADJ
sc-1152	9	32	)	)	PUNCT
sc-1152	9	33	received	receive	VERB
sc-1152	9	34	on	on	ADP
sc-1152	9	35	09	09	NUM
sc-1152	9	36	december	december	PROPN
sc-1152	9	37	2017	2017	NUM
sc-1152	9	38	,	,	PUNCT
sc-1152	9	39	accepted	accept	VERB
sc-1152	9	40	on	on	ADP
sc-1152	9	41	21	21	NUM
sc-1152	9	42	december	december	PROPN
sc-1152	9	43	2017	2017	NUM
sc-1152	9	44	,	,	PUNCT
sc-1152	9	45	published	publish	VERB
sc-1152	9	46	on	on	ADP
sc-1152	9	47	12	12	NUM
sc-1152	9	48	february	february	NOUN
sc-1152	9	49	2018	2018	NUM
sc-1152	9	50	copyright	copyright	NOUN
sc-1152	9	51	©	©	PROPN
sc-1152	9	52	2018	2018	NUM
sc-1152	9	53	md	md	PROPN
sc-1152	9	54	.	.	PUNCT
sc-1152	10	1	muzakkir	muzakkir	PROPN
sc-1152	10	2	hussain	hussain	PROPN
sc-1152	10	3	et	et	PROPN
sc-1152	10	4	al	al	PROPN
sc-1152	10	5	.	.	PROPN
sc-1152	10	6	,	,	PUNCT
sc-1152	10	7	licensed	license	VERB
sc-1152	10	8	to	to	ADP
sc-1152	10	9	eai	eai	PROPN
sc-1152	10	10	.	.	PUNCT
sc-1152	11	1	this	this	PRON
sc-1152	11	2	is	be	AUX
sc-1152	11	3	an	an	DET
sc-1152	11	4	open	open	ADJ
sc-1152	11	5	access	access	NOUN
sc-1152	11	6	article	article	NOUN
sc-1152	11	7	distributed	distribute	VERB
sc-1152	11	8	under	under	ADP
sc-1152	11	9	the	the	DET
sc-1152	11	10	terms	term	NOUN
sc-1152	11	11	of	of	ADP
sc-1152	11	12	the	the	DET
sc-1152	11	13	creative	creative	ADJ
sc-1152	11	14	commons	common	NOUN
sc-1152	11	15	attribution	attribution	NOUN
sc-1152	11	16	licence	licence	NOUN
sc-1152	11	17	(	(	PUNCT
sc-1152	11	18	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
sc-1152	11	19	)	)	PUNCT
sc-1152	11	20	,	,	PUNCT
sc-1152	11	21	which	which	PRON
sc-1152	11	22	permits	permit	VERB
sc-1152	11	23	unlimited	unlimited	ADJ
sc-1152	11	24	use	use	NOUN
sc-1152	11	25	,	,	PUNCT
sc-1152	11	26	distribution	distribution	NOUN
sc-1152	11	27	and	and	CCONJ
sc-1152	11	28	reproduction	reproduction	NOUN
sc-1152	11	29	in	in	ADP
sc-1152	11	30	any	any	DET
sc-1152	11	31	medium	medium	NOUN
sc-1152	11	32	so	so	ADV
sc-1152	11	33	long	long	ADV
sc-1152	11	34	as	as	SCONJ
sc-1152	11	35	the	the	DET
sc-1152	11	36	original	original	ADJ
sc-1152	11	37	work	work	NOUN
sc-1152	11	38	is	be	AUX
sc-1152	11	39	properly	properly	ADV
sc-1152	11	40	cited	cite	VERB
sc-1152	11	41	.	.	PUNCT
sc-1152	12	1	doi	doi	NOUN
sc-1152	12	2	:	:	PUNCT
sc-1152	12	3	10.4108	10.4108	NUM
sc-1152	12	4	/	/	SYM
sc-1152	12	5	eai.12	eai.12	ADJ
sc-1152	12	6	-	-	PUNCT
sc-1152	12	7	2	2	NUM
sc-1152	12	8	-	-	PUNCT
sc-1152	12	9	2018.154104	2018.154104	NOUN
sc-1152	12	10	1	1	NUM
sc-1152	12	11	.	.	X
sc-1152	13	1	introduction	introduction	NOUN
sc-1152	13	2	smart	smart	ADJ
sc-1152	13	3	city	city	NOUN
sc-1152	13	4	vision	vision	NOUN
sc-1152	13	5	brings	bring	VERB
sc-1152	13	6	emerging	emerge	VERB
sc-1152	13	7	heterogeneous	heterogeneous	ADJ
sc-1152	13	8	communication	communication	NOUN
sc-1152	13	9	technologies	technology	NOUN
sc-1152	13	10	such	such	ADJ
sc-1152	13	11	as	as	ADP
sc-1152	13	12	fog	fog	NOUN
sc-1152	13	13	computing	computing	NOUN
sc-1152	13	14	(	(	PUNCT
sc-1152	13	15	fc	fc	INTJ
sc-1152	13	16	)	)	PUNCT
sc-1152	13	17	together	together	ADV
sc-1152	13	18	to	to	PART
sc-1152	13	19	substantially	substantially	ADV
sc-1152	13	20	reduce	reduce	VERB
sc-1152	13	21	the	the	DET
sc-1152	13	22	latency	latency	NOUN
sc-1152	13	23	and	and	CCONJ
sc-1152	13	24	energy	energy	NOUN
sc-1152	13	25	consumption	consumption	NOUN
sc-1152	13	26	of	of	ADP
sc-1152	13	27	internet	internet	NOUN
sc-1152	13	28	of	of	ADP
sc-1152	13	29	everything	everything	PRON
sc-1152	13	30	(	(	PUNCT
sc-1152	13	31	ioe	ioe	PROPN
sc-1152	13	32	)	)	PUNCT
sc-1152	13	33	devices	device	NOUN
sc-1152	13	34	running	run	VERB
sc-1152	13	35	various	various	ADJ
sc-1152	13	36	applications	application	NOUN
sc-1152	13	37	.	.	PUNCT
sc-1152	14	1	the	the	DET
sc-1152	14	2	key	key	ADJ
sc-1152	14	3	feature	feature	NOUN
sc-1152	14	4	that	that	PRON
sc-1152	14	5	distinguishes	distinguish	VERB
sc-1152	14	6	the	the	DET
sc-1152	14	7	fc	fc	PROPN
sc-1152	14	8	paradigm	paradigm	NOUN
sc-1152	14	9	for	for	ADP
sc-1152	14	10	smart	smart	ADJ
sc-1152	14	11	cities	city	NOUN
sc-1152	14	12	is	be	AUX
sc-1152	14	13	that	that	SCONJ
sc-1152	14	14	it	it	PRON
sc-1152	14	15	spreads	spread	VERB
sc-1152	14	16	communication	communication	NOUN
sc-1152	14	17	and	and	CCONJ
sc-1152	14	18	computing	compute	VERB
sc-1152	14	19	resources	resource	NOUN
sc-1152	14	20	over	over	ADP
sc-1152	14	21	the	the	DET
sc-1152	14	22	wired	wire	VERB
sc-1152	14	23	/	/	SYM
sc-1152	14	24	wireless	wireless	NOUN
sc-1152	14	25	access	access	NOUN
sc-1152	14	26	network	network	NOUN
sc-1152	14	27	(	(	PUNCT
sc-1152	14	28	e.g.	e.g.	ADV
sc-1152	14	29	,	,	PUNCT
sc-1152	14	30	proximate	proximate	VERB
sc-1152	14	31	access	access	NOUN
sc-1152	14	32	points	point	NOUN
sc-1152	14	33	and	and	CCONJ
sc-1152	14	34	base	base	NOUN
sc-1152	14	35	stations	station	NOUN
sc-1152	14	36	)	)	PUNCT
sc-1152	14	37	to	to	PART
sc-1152	14	38	provide	provide	VERB
sc-1152	14	39	resource	resource	NOUN
sc-1152	14	40	augmentation	augmentation	NOUN
sc-1152	14	41	(	(	PUNCT
sc-1152	14	42	e.g.	e.g.	ADV
sc-1152	14	43	,	,	PUNCT
sc-1152	14	44	cyber	cyber	NOUN
sc-1152	14	45	-	-	PUNCT
sc-1152	14	46	foraging	foraging	NOUN
sc-1152	14	47	)	)	PUNCT
sc-1152	14	48	for	for	ADP
sc-1152	14	49	resourceand	resourceand	VERB
sc-1152	14	50	energy	energy	NOUN
sc-1152	14	51	-	-	PUNCT
sc-1152	14	52	limited	limit	VERB
sc-1152	14	53	wired	wire	VERB
sc-1152	14	54	/	/	SYM
sc-1152	14	55	wireless	wireless	NOUN
sc-1152	14	56	(	(	PUNCT
sc-1152	14	57	possibly	possibly	ADV
sc-1152	14	58	mobile	mobile	ADJ
sc-1152	14	59	)	)	PUNCT
sc-1152	14	60	things	thing	NOUN
sc-1152	14	61	.	.	PUNCT
sc-1152	15	1	moreover	moreover	ADV
sc-1152	15	2	,	,	PUNCT
sc-1152	15	3	smart	smart	ADJ
sc-1152	15	4	city	city	NOUN
sc-1152	15	5	applications	application	NOUN
sc-1152	15	6	are	be	AUX
sc-1152	15	7	developed	develop	VERB
sc-1152	15	8	with	with	ADP
sc-1152	15	9	the	the	DET
sc-1152	15	10	goal	goal	NOUN
sc-1152	15	11	of	of	ADP
sc-1152	15	12	improving	improve	VERB
sc-1152	15	13	the	the	DET
sc-1152	15	14	management	management	NOUN
sc-1152	15	15	of	of	ADP
sc-1152	15	16	urban	urban	ADJ
sc-1152	15	17	flows	flow	NOUN
sc-1152	15	18	and	and	CCONJ
sc-1152	15	19	allowing	allow	VERB
sc-1152	15	20	real	real	ADJ
sc-1152	15	21	-	-	PUNCT
sc-1152	15	22	time	time	NOUN
sc-1152	15	23	responses	response	NOUN
sc-1152	15	24	to	to	ADP
sc-1152	15	25	challenges	challenge	NOUN
sc-1152	15	26	that	that	PRON
sc-1152	15	27	can	can	AUX
sc-1152	15	28	arise	arise	VERB
sc-1152	15	29	in	in	ADP
sc-1152	15	30	users	user	NOUN
sc-1152	15	31	’	’	PART
sc-1152	15	32	transactional	transactional	ADJ
sc-1152	15	33	relationships	relationship	NOUN
sc-1152	15	34	.	.	PUNCT
sc-1152	16	1	the	the	DET
sc-1152	16	2	notion	notion	NOUN
sc-1152	16	3	of	of	ADP
sc-1152	16	4	smart	smart	ADJ
sc-1152	16	5	city	city	NOUN
sc-1152	16	6	(	(	PUNCT
sc-1152	16	7	sc	sc	NOUN
sc-1152	16	8	)	)	PUNCT
sc-1152	16	9	arises	arise	VERB
sc-1152	16	10	from	from	ADP
sc-1152	16	11	the	the	DET
sc-1152	16	12	concept	concept	NOUN
sc-1152	16	13	of	of	ADP
sc-1152	16	14	efficient	efficient	ADJ
sc-1152	16	15	utilization	utilization	NOUN
sc-1152	16	16	of	of	ADP
sc-1152	16	17	city	city	NOUN
sc-1152	16	18	resources	resource	NOUN
sc-1152	16	19	for	for	ADP
sc-1152	16	20	enhancing	enhance	VERB
sc-1152	16	21	quality	quality	NOUN
sc-1152	16	22	of	of	ADP
sc-1152	16	23	life	life	NOUN
sc-1152	16	24	of	of	ADP
sc-1152	16	25	inhabiting	inhabit	VERB
sc-1152	16	26	citizens	citizen	NOUN
sc-1152	16	27	,	,	PUNCT
sc-1152	16	28	leading	lead	VERB
sc-1152	16	29	to	to	ADP
sc-1152	16	30	acceleration	acceleration	NOUN
sc-1152	16	31	of	of	ADP
sc-1152	16	32	urban	urban	ADJ
sc-1152	16	33	penetration	penetration	NOUN
sc-1152	16	34	.	.	PUNCT
sc-1152	17	1	for	for	ADP
sc-1152	17	2	ensuring	ensure	VERB
sc-1152	17	3	an	an	DET
sc-1152	17	4	enhanced	enhanced	ADJ
sc-1152	17	5	standard	standard	NOUN
sc-1152	17	6	of	of	ADP
sc-1152	17	7	living	living	NOUN
sc-1152	17	8	,	,	PUNCT
sc-1152	17	9	utilities	utility	NOUN
sc-1152	17	10	should	should	AUX
sc-1152	17	11	focus	focus	VERB
sc-1152	17	12	on	on	ADP
sc-1152	17	13	improvement	improvement	NOUN
sc-1152	17	14	of	of	ADP
sc-1152	17	15	services	service	NOUN
sc-1152	17	16	and	and	CCONJ
sc-1152	17	17	infrastructure	infrastructure	NOUN
sc-1152	17	18	in	in	ADP
sc-1152	17	19	such	such	ADJ
sc-1152	17	20	cities	city	NOUN
sc-1152	17	21	.	.	PUNCT
sc-1152	18	1	thanks	thank	NOUN
sc-1152	18	2	to	to	ADP
sc-1152	18	3	the	the	DET
sc-1152	18	4	revolution	revolution	NOUN
sc-1152	18	5	in	in	ADP
sc-1152	18	6	information	information	NOUN
sc-1152	18	7	and	and	CCONJ
sc-1152	18	8	communication	communication	NOUN
sc-1152	18	9	technology	technology	NOUN
sc-1152	18	10	(	(	PUNCT
sc-1152	18	11	ict	ict	PROPN
sc-1152	18	12	)	)	PUNCT
sc-1152	18	13	and	and	CCONJ
sc-1152	18	14	the	the	DET
sc-1152	18	15	power	power	NOUN
sc-1152	18	16	of	of	ADP
sc-1152	18	17	the	the	DET
sc-1152	18	18	internet	internet	NOUN
sc-1152	18	19	,	,	PUNCT
sc-1152	18	20	the	the	DET
sc-1152	18	21	contemporary	contemporary	ADJ
sc-1152	18	22	infrastructures	infrastructure	NOUN
sc-1152	18	23	and	and	CCONJ
sc-1152	18	24	public	public	ADJ
sc-1152	18	25	services	service	NOUN
sc-1152	18	26	are	be	AUX
sc-1152	18	27	expected	expect	VERB
sc-1152	18	28	to	to	PART
sc-1152	18	29	be	be	AUX
sc-1152	18	30	more	more	ADV
sc-1152	18	31	interactive	interactive	ADJ
sc-1152	18	32	,	,	PUNCT
sc-1152	18	33	more	more	ADV
sc-1152	18	34	accessible	accessible	ADJ
sc-1152	18	35	,	,	PUNCT
sc-1152	18	36	and	and	CCONJ
sc-1152	18	37	more	more	ADV
sc-1152	18	38	efficient	efficient	ADJ
sc-1152	18	39	while	while	SCONJ
sc-1152	18	40	stepping	step	VERB
sc-1152	18	41	towards	towards	ADP
sc-1152	18	42	the	the	DET
sc-1152	18	43	realization	realization	NOUN
sc-1152	18	44	of	of	ADP
sc-1152	18	45	smart	smart	ADJ
sc-1152	18	46	cities	city	NOUN
sc-1152	18	47	.	.	PUNCT
sc-1152	19	1	in	in	ADP
sc-1152	19	2	lieu	lieu	NOUN
sc-1152	19	3	of	of	ADP
sc-1152	19	4	such	such	ADJ
sc-1152	19	5	domains	domain	NOUN
sc-1152	19	6	,	,	PUNCT
sc-1152	19	7	the	the	DET
sc-1152	19	8	emergence	emergence	NOUN
sc-1152	19	9	of	of	ADP
sc-1152	19	10	the	the	DET
sc-1152	19	11	internet	internet	NOUN
sc-1152	19	12	of	of	ADP
sc-1152	19	13	things	thing	NOUN
sc-1152	19	14	(	(	PUNCT
sc-1152	19	15	iot	iot	NOUN
sc-1152	19	16	)	)	PUNCT
sc-1152	19	17	paradigm	paradigm	NOUN
sc-1152	19	18	strongly	strongly	ADV
sc-1152	19	19	encourages	encourage	VERB
sc-1152	19	20	utilization	utilization	NOUN
sc-1152	19	21	of	of	ADP
sc-1152	19	22	the	the	DET
sc-1152	19	23	iot	iot	NOUN
sc-1152	19	24	’s	’s	PART
sc-1152	19	25	potential	potential	NOUN
sc-1152	19	26	to	to	PART
sc-1152	19	27	support	support	VERB
sc-1152	19	28	the	the	DET
sc-1152	19	29	smart	smart	ADJ
sc-1152	19	30	city	city	NOUN
sc-1152	19	31	vision	vision	NOUN
sc-1152	19	32	around	around	ADP
sc-1152	19	33	the	the	DET
sc-1152	19	34	globe	globe	NOUN
sc-1152	19	35	.	.	PUNCT
sc-1152	20	1	as	as	ADP
sc-1152	20	2	a	a	DET
sc-1152	20	3	consequence	consequence	NOUN
sc-1152	20	4	,	,	PUNCT
sc-1152	20	5	the	the	DET
sc-1152	20	6	smart	smart	ADJ
sc-1152	20	7	city	city	NOUN
sc-1152	20	8	has	have	AUX
sc-1152	20	9	emerged	emerge	VERB
sc-1152	20	10	as	as	ADP
sc-1152	20	11	one	one	NUM
sc-1152	20	12	of	of	ADP
sc-1152	20	13	the	the	DET
sc-1152	20	14	important	important	ADJ
sc-1152	20	15	application	application	NOUN
sc-1152	20	16	drivers	driver	NOUN
sc-1152	20	17	for	for	ADP
sc-1152	20	18	iot	iot	ADJ
sc-1152	20	19	aided	aid	VERB
sc-1152	20	20	services	service	NOUN
sc-1152	20	21	.	.	PUNCT
sc-1152	21	1	iot	iot	PROPN
sc-1152	21	2	enabled	enable	VERB
sc-1152	21	3	sc	sc	PROPN
sc-1152	21	4	architectures	architecture	NOUN
sc-1152	21	5	promote	promote	VERB
sc-1152	21	6	the	the	DET
sc-1152	21	7	concept	concept	NOUN
sc-1152	21	8	of	of	ADP
sc-1152	21	9	interrelated	interrelated	ADJ
sc-1152	21	10	physical	physical	ADJ
sc-1152	21	11	objects	object	NOUN
sc-1152	21	12	(	(	PUNCT
sc-1152	21	13	things	thing	NOUN
sc-1152	21	14	)	)	PUNCT
sc-1152	21	15	,	,	PUNCT
sc-1152	21	16	uniquely	uniquely	ADV
sc-1152	21	17	identified	identify	VERB
sc-1152	21	18	and	and	CCONJ
sc-1152	21	19	distributed	distribute	VERB
sc-1152	21	20	over	over	ADP
sc-1152	21	21	broad	broad	ADJ
sc-1152	21	22	physical	physical	ADJ
sc-1152	21	23	areas	area	NOUN
sc-1152	21	24	covering	cover	VERB
sc-1152	21	25	entire	entire	ADJ
sc-1152	21	26	city	city	NOUN
sc-1152	21	27	geography	geography	NOUN
sc-1152	21	28	.	.	PUNCT
sc-1152	22	1	recently	recently	ADV
sc-1152	22	2	,	,	PUNCT
sc-1152	22	3	the	the	DET
sc-1152	22	4	iot	iot	PROPN
sc-1152	22	5	technologies	technology	NOUN
sc-1152	22	6	have	have	AUX
sc-1152	22	7	stepped	step	VERB
sc-1152	22	8	forward	forward	ADV
sc-1152	22	9	towards	towards	ADP
sc-1152	22	10	connecting	connect	VERB
sc-1152	22	11	five	five	NUM
sc-1152	22	12	pillars	pillar	NOUN
sc-1152	22	13	viz	viz	NOUN
sc-1152	22	14	.	.	PUNCT
sc-1152	23	1	―things‖	―things‖	PROPN
sc-1152	23	2	,	,	PUNCT
sc-1152	23	3	data	datum	NOUN
sc-1152	23	4	,	,	PUNCT
sc-1152	23	5	process	process	NOUN
sc-1152	23	6	,	,	PUNCT
sc-1152	23	7	energy	energy	NOUN
sc-1152	23	8	and	and	CCONJ
sc-1152	23	9	people	people	NOUN
sc-1152	23	10	,	,	PUNCT
sc-1152	23	11	forming	form	VERB
sc-1152	23	12	the	the	DET
sc-1152	23	13	internet	internet	NOUN
sc-1152	23	14	of	of	ADP
sc-1152	23	15	everything	everything	PRON
sc-1152	23	16	(	(	PUNCT
sc-1152	23	17	ioe	ioe	NOUN
sc-1152	23	18	)	)	PUNCT
sc-1152	23	19	environments	environment	NOUN
sc-1152	23	20	.	.	PUNCT
sc-1152	24	1	from	from	ADP
sc-1152	24	2	one	one	NUM
sc-1152	24	3	perspective	perspective	NOUN
sc-1152	24	4	,	,	PUNCT
sc-1152	24	5	cities	city	NOUN
sc-1152	24	6	can	can	AUX
sc-1152	24	7	be	be	AUX
sc-1152	24	8	regarded	regard	VERB
sc-1152	24	9	as	as	ADP
sc-1152	24	10	an	an	DET
sc-1152	24	11	aggregation	aggregation	NOUN
sc-1152	24	12	of	of	ADP
sc-1152	24	13	interconnected	interconnected	ADJ
sc-1152	24	14	networks	network	NOUN
sc-1152	24	15	that	that	PRON
sc-1152	24	16	make	make	VERB
sc-1152	24	17	up	up	ADP
sc-1152	24	18	the	the	DET
sc-1152	24	19	ioe	ioe	PROPN
sc-1152	24	20	.	.	PUNCT
sc-1152	25	1	hence	hence	ADV
sc-1152	25	2	,	,	PUNCT
sc-1152	25	3	the	the	DET
sc-1152	25	4	ioe	ioe	PROPN
sc-1152	25	5	pillars	pillars	PROPN
sc-1152	25	6	play	play	VERB
sc-1152	25	7	a	a	DET
sc-1152	25	8	significant	significant	ADJ
sc-1152	25	9	role	role	NOUN
sc-1152	25	10	and	and	CCONJ
sc-1152	25	11	work	work	VERB
sc-1152	25	12	together	together	ADV
sc-1152	25	13	toward	toward	ADP
sc-1152	25	14	the	the	DET
sc-1152	25	15	promise	promise	NOUN
sc-1152	25	16	of	of	ADP
sc-1152	25	17	our	our	PRON
sc-1152	25	18	smart	smart	ADJ
sc-1152	25	19	city	city	NOUN
sc-1152	25	20	vision	vision	NOUN
sc-1152	25	21	for	for	ADP
sc-1152	25	22	the	the	DET
sc-1152	25	23	eai	eai	PROPN
sc-1152	25	24	endorsed	endorse	VERB
sc-1152	25	25	transactions	transaction	NOUN
sc-1152	25	26	on	on	ADP
sc-1152	25	27	smart	smart	ADJ
sc-1152	25	28	cities	city	NOUN
sc-1152	25	29	research	research	NOUN
sc-1152	25	30	article	article	NOUN
sc-1152	25	31	eai	eai	PROPN
sc-1152	25	32	endorsed	endorse	VERB
sc-1152	25	33	transactions	transaction	NOUN
sc-1152	25	34	on	on	ADP
sc-1152	25	35	smart	smart	ADJ
sc-1152	25	36	cities	city	NOUN
sc-1152	25	37	12	12	NUM
sc-1152	25	38	2017	2017	NUM
sc-1152	25	39	02	02	NUM
sc-1152	25	40	2018	2018	NUM
sc-1152	25	41	|	|	ADV
sc-1152	25	42	volume	volume	NOUN
sc-1152	25	43	2	2	NUM
sc-1152	25	44	|	|	ADV
sc-1152	25	45	issue	issue	VERB
sc-1152	25	46	7	7	NUM
sc-1152	25	47	|	|	ADV
sc-1152	25	48	e3	e3	VERB
sc-1152	25	49	∗corresponding	∗corresponding	NOUN
sc-1152	25	50	author	author	NOUN
sc-1152	25	51	.	.	PUNCT
sc-1152	26	1	email	email	NOUN
sc-1152	26	2	:	:	PUNCT
sc-1152	26	3	md.muzakkirhussain@zhcet.ac.in	md.muzakkirhussain@zhcet.ac.in	PROPN
sc-1152	26	4	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
sc-1152	26	5	future	future	NOUN
sc-1152	26	6	.	.	PUNCT
sc-1152	27	1	the	the	DET
sc-1152	27	2	ioe	ioe	PROPN
sc-1152	27	3	’s	’s	PART
sc-1152	27	4	creation	creation	NOUN
sc-1152	27	5	of	of	ADP
sc-1152	27	6	data	datum	NOUN
sc-1152	27	7	deluge	deluge	NOUN
sc-1152	27	8	synonymously	synonymously	ADV
sc-1152	27	9	big	big	ADJ
sc-1152	27	10	data	datum	NOUN
sc-1152	27	11	(	(	PUNCT
sc-1152	27	12	bd	bd	PROPN
sc-1152	27	13	)	)	PUNCT
sc-1152	27	14	over	over	ADP
sc-1152	27	15	a	a	DET
sc-1152	27	16	distributed	distribute	VERB
sc-1152	27	17	environment	environment	NOUN
sc-1152	27	18	has	have	VERB
sc-1152	27	19	the	the	DET
sc-1152	27	20	potential	potential	NOUN
sc-1152	27	21	to	to	PART
sc-1152	27	22	create	create	VERB
sc-1152	27	23	processing	processing	NOUN
sc-1152	27	24	as	as	ADV
sc-1152	27	25	well	well	ADV
sc-1152	27	26	as	as	ADP
sc-1152	27	27	storage	storage	NOUN
sc-1152	27	28	concerns	concern	NOUN
sc-1152	27	29	for	for	ADP
sc-1152	27	30	such	such	ADJ
sc-1152	27	31	datastreams	datastream	NOUN
sc-1152	27	32	.	.	PUNCT
sc-1152	28	1	although	although	SCONJ
sc-1152	28	2	,	,	PUNCT
sc-1152	28	3	cloud	cloud	NOUN
sc-1152	28	4	computing	computing	NOUN
sc-1152	28	5	posits	posit	NOUN
sc-1152	28	6	to	to	PART
sc-1152	28	7	address	address	VERB
sc-1152	28	8	such	such	ADJ
sc-1152	28	9	problems	problem	NOUN
sc-1152	28	10	providing	provide	VERB
sc-1152	28	11	virtually	virtually	ADV
sc-1152	28	12	unlimited	unlimited	ADJ
sc-1152	28	13	and	and	CCONJ
sc-1152	28	14	flexible	flexible	ADJ
sc-1152	28	15	resource	resource	NOUN
sc-1152	28	16	pools	pool	NOUN
sc-1152	28	17	but	but	CCONJ
sc-1152	28	18	can	can	AUX
sc-1152	28	19	not	not	PART
sc-1152	28	20	work	work	VERB
sc-1152	28	21	efficiently	efficiently	ADV
sc-1152	28	22	for	for	ADP
sc-1152	28	23	mission	mission	NOUN
sc-1152	28	24	critical	critical	ADJ
sc-1152	28	25	smart	smart	ADJ
sc-1152	28	26	city	city	NOUN
sc-1152	28	27	applications	application	NOUN
sc-1152	28	28	due	due	ADP
sc-1152	28	29	to	to	ADP
sc-1152	28	30	its	its	PRON
sc-1152	28	31	inherent	inherent	ADJ
sc-1152	28	32	problems	problem	NOUN
sc-1152	28	33	.	.	PUNCT
sc-1152	29	1	for	for	ADP
sc-1152	29	2	instance	instance	NOUN
sc-1152	29	3	,	,	PUNCT
sc-1152	29	4	smart	smart	ADJ
sc-1152	29	5	city	city	NOUN
sc-1152	29	6	applications	application	NOUN
sc-1152	29	7	like	like	ADP
sc-1152	29	8	health	health	NOUN
sc-1152	29	9	monitoring	monitoring	NOUN
sc-1152	29	10	,	,	PUNCT
sc-1152	29	11	traffic	traffic	NOUN
sc-1152	29	12	monitoring	monitoring	NOUN
sc-1152	29	13	,	,	PUNCT
sc-1152	29	14	power	power	NOUN
sc-1152	29	15	transmission	transmission	NOUN
sc-1152	29	16	networks	network	NOUN
sc-1152	29	17	of	of	ADP
sc-1152	29	18	smart	smart	ADJ
sc-1152	29	19	grid	grid	NOUN
sc-1152	29	20	systems	system	NOUN
sc-1152	29	21	etc	etc	X
sc-1152	29	22	,	,	PUNCT
sc-1152	29	23	can	can	AUX
sc-1152	29	24	not	not	PART
sc-1152	29	25	tolerate	tolerate	VERB
sc-1152	29	26	the	the	DET
sc-1152	29	27	delay	delay	NOUN
sc-1152	29	28	and	and	CCONJ
sc-1152	29	29	latency	latency	NOUN
sc-1152	29	30	incurred	incur	VERB
sc-1152	29	31	when	when	SCONJ
sc-1152	29	32	transferring	transfer	VERB
sc-1152	29	33	a	a	DET
sc-1152	29	34	massive	massive	ADJ
sc-1152	29	35	amount	amount	NOUN
sc-1152	29	36	of	of	ADP
sc-1152	29	37	data	datum	NOUN
sc-1152	29	38	to	to	ADP
sc-1152	29	39	the	the	DET
sc-1152	29	40	remote	remote	ADJ
sc-1152	29	41	cloud	cloud	NOUN
sc-1152	29	42	computing	computing	NOUN
sc-1152	29	43	center	center	NOUN
sc-1152	29	44	and	and	CCONJ
sc-1152	29	45	then	then	ADV
sc-1152	29	46	back	back	ADV
sc-1152	29	47	to	to	ADP
sc-1152	29	48	the	the	DET
sc-1152	29	49	application	application	NOUN
sc-1152	29	50	.	.	PUNCT
sc-1152	30	1	the	the	DET
sc-1152	30	2	concept	concept	NOUN
sc-1152	30	3	of	of	ADP
sc-1152	30	4	fog	fog	PROPN
sc-1152	30	5	computing	computing	PROPN
sc-1152	30	6	(	(	PUNCT
sc-1152	30	7	fc	fc	INTJ
sc-1152	30	8	)	)	PUNCT
sc-1152	30	9	had	have	AUX
sc-1152	30	10	recently	recently	ADV
sc-1152	30	11	been	be	AUX
sc-1152	30	12	proposed	propose	VERB
sc-1152	30	13	here	here	ADV
sc-1152	30	14	,	,	PUNCT
sc-1152	30	15	as	as	ADP
sc-1152	30	16	an	an	DET
sc-1152	30	17	architectural	architectural	ADJ
sc-1152	30	18	set	set	NOUN
sc-1152	30	19	-	-	PUNCT
sc-1152	30	20	up	up	NOUN
sc-1152	30	21	that	that	PRON
sc-1152	30	22	extends	extend	VERB
sc-1152	30	23	cloud	cloud	NOUN
sc-1152	30	24	services	service	NOUN
sc-1152	30	25	to	to	ADP
sc-1152	30	26	the	the	DET
sc-1152	30	27	edge	edge	NOUN
sc-1152	30	28	of	of	ADP
sc-1152	30	29	the	the	DET
sc-1152	30	30	network	network	NOUN
sc-1152	30	31	,	,	PUNCT
sc-1152	30	32	closer	close	ADV
sc-1152	30	33	to	to	ADP
sc-1152	30	34	the	the	DET
sc-1152	30	35	end	end	NOUN
sc-1152	30	36	user	user	NOUN
sc-1152	30	37	,	,	PUNCT
sc-1152	30	38	which	which	PRON
sc-1152	30	39	reduces	reduce	VERB
sc-1152	30	40	data	datum	NOUN
sc-1152	30	41	processing	processing	NOUN
sc-1152	30	42	time	time	NOUN
sc-1152	30	43	and	and	CCONJ
sc-1152	30	44	network	network	NOUN
sc-1152	30	45	traffic	traffic	NOUN
sc-1152	30	46	overhead	overhead	ADV
sc-1152	30	47	.	.	PUNCT
sc-1152	31	1	the	the	DET
sc-1152	31	2	primary	primary	ADJ
sc-1152	31	3	definition	definition	NOUN
sc-1152	31	4	of	of	ADP
sc-1152	31	5	fc	fc	PROPN
sc-1152	31	6	was	be	AUX
sc-1152	31	7	introduced	introduce	VERB
sc-1152	31	8	by	by	ADP
sc-1152	31	9	cisco	cisco	PROPN
sc-1152	31	10	as	as	ADP
sc-1152	31	11	―an	―an	NOUN
sc-1152	31	12	architecture	architecture	NOUN
sc-1152	31	13	that	that	PRON
sc-1152	31	14	uses	use	VERB
sc-1152	31	15	one	one	NUM
sc-1152	31	16	or	or	CCONJ
sc-1152	31	17	a	a	DET
sc-1152	31	18	collaborative	collaborative	ADJ
sc-1152	31	19	multitude	multitude	NOUN
sc-1152	31	20	of	of	ADP
sc-1152	31	21	end	end	NOUN
sc-1152	31	22	-	-	PUNCT
sc-1152	31	23	user	user	NOUN
sc-1152	31	24	clients	client	NOUN
sc-1152	31	25	or	or	CCONJ
sc-1152	31	26	near	near	ADJ
sc-1152	31	27	-	-	PUNCT
sc-1152	31	28	user	user	NOUN
sc-1152	31	29	edge	edge	NOUN
sc-1152	31	30	devices	device	NOUN
sc-1152	31	31	to	to	PART
sc-1152	31	32	carry	carry	VERB
sc-1152	31	33	out	out	ADP
sc-1152	31	34	a	a	DET
sc-1152	31	35	substantial	substantial	ADJ
sc-1152	31	36	amount	amount	NOUN
sc-1152	31	37	of	of	ADP
sc-1152	31	38	storage	storage	NOUN
sc-1152	31	39	(	(	PUNCT
sc-1152	31	40	rather	rather	ADV
sc-1152	31	41	than	than	SCONJ
sc-1152	31	42	stored	store	VERB
sc-1152	31	43	primarily	primarily	ADV
sc-1152	31	44	in	in	ADP
sc-1152	31	45	cloud	cloud	ADJ
sc-1152	31	46	data	datum	NOUN
sc-1152	31	47	centers	center	NOUN
sc-1152	31	48	)	)	PUNCT
sc-1152	31	49	,	,	PUNCT
sc-1152	31	50	communication	communication	NOUN
sc-1152	31	51	(	(	PUNCT
sc-1152	31	52	rather	rather	ADV
sc-1152	31	53	than	than	ADP
sc-1152	31	54	routed	route	VERB
sc-1152	31	55	over	over	ADP
sc-1152	31	56	the	the	DET
sc-1152	31	57	internet	internet	NOUN
sc-1152	31	58	backbone	backbone	NOUN
sc-1152	31	59	)	)	PUNCT
sc-1152	31	60	,	,	PUNCT
sc-1152	31	61	and	and	CCONJ
sc-1152	31	62	control	control	NOUN
sc-1152	31	63	,	,	PUNCT
sc-1152	31	64	configuration	configuration	NOUN
sc-1152	31	65	,	,	PUNCT
sc-1152	31	66	measurement	measurement	NOUN
sc-1152	31	67	and	and	CCONJ
sc-1152	31	68	management	management	NOUN
sc-1152	31	69	(	(	PUNCT
sc-1152	31	70	rather	rather	ADV
sc-1152	31	71	than	than	ADP
sc-1152	31	72	controlled	control	VERB
sc-1152	31	73	primarily	primarily	ADV
sc-1152	31	74	by	by	ADP
sc-1152	31	75	network	network	NOUN
sc-1152	31	76	gateways	gateway	NOUN
sc-1152	31	77	such	such	ADJ
sc-1152	31	78	as	as	ADP
sc-1152	31	79	those	those	PRON
sc-1152	31	80	in	in	ADP
sc-1152	31	81	the	the	DET
sc-1152	31	82	lte	lte	PROPN
sc-1152	31	83	(	(	PUNCT
sc-1152	31	84	telecommunication	telecommunication	NOUN
sc-1152	31	85	)	)	PUNCT
sc-1152	31	86	core)‖.	core)‖.	VERB
sc-1152	31	87	the	the	DET
sc-1152	31	88	most	most	ADV
sc-1152	31	89	fundamental	fundamental	ADJ
sc-1152	31	90	entity	entity	NOUN
sc-1152	31	91	in	in	ADP
sc-1152	31	92	fc	fc	PROPN
sc-1152	31	93	,	,	PUNCT
sc-1152	31	94	called	call	VERB
sc-1152	31	95	a	a	DET
sc-1152	31	96	fog	fog	NOUN
sc-1152	31	97	computing	compute	VERB
sc-1152	31	98	node	node	NOUN
sc-1152	31	99	(	(	PUNCT
sc-1152	31	100	fcn	fcn	PROPN
sc-1152	31	101	)	)	PUNCT
sc-1152	31	102	,	,	PUNCT
sc-1152	31	103	facilitates	facilitate	VERB
sc-1152	31	104	the	the	DET
sc-1152	31	105	execution	execution	NOUN
sc-1152	31	106	of	of	ADP
sc-1152	31	107	iot	iot	NOUN
sc-1152	31	108	applications	application	NOUN
sc-1152	31	109	.	.	PUNCT
sc-1152	32	1	basically	basically	ADV
sc-1152	32	2	,	,	PUNCT
sc-1152	32	3	fc	fc	PROPN
sc-1152	32	4	can	can	AUX
sc-1152	32	5	act	act	VERB
sc-1152	32	6	as	as	ADP
sc-1152	32	7	an	an	DET
sc-1152	32	8	interface	interface	NOUN
sc-1152	32	9	layer	layer	NOUN
sc-1152	32	10	between	between	ADP
sc-1152	32	11	end	end	NOUN
sc-1152	32	12	users	user	NOUN
sc-1152	32	13	end	end	VERB
sc-1152	32	14	devices	device	NOUN
sc-1152	32	15	and	and	CCONJ
sc-1152	32	16	distant	distant	ADJ
sc-1152	32	17	cloud	cloud	NOUN
sc-1152	32	18	data	datum	NOUN
sc-1152	32	19	centers	center	NOUN
sc-1152	32	20	,	,	PUNCT
sc-1152	32	21	with	with	ADP
sc-1152	32	22	the	the	DET
sc-1152	32	23	aim	aim	NOUN
sc-1152	32	24	of	of	ADP
sc-1152	32	25	satisfying	satisfy	VERB
sc-1152	32	26	mobility	mobility	NOUN
sc-1152	32	27	support	support	NOUN
sc-1152	32	28	,	,	PUNCT
sc-1152	32	29	locational	locational	ADJ
sc-1152	32	30	awareness	awareness	NOUN
sc-1152	32	31	,	,	PUNCT
sc-1152	32	32	geo	geo	PROPN
sc-1152	32	33	distribution	distribution	NOUN
sc-1152	32	34	,	,	PUNCT
sc-1152	32	35	and	and	CCONJ
sc-1152	32	36	low	low	ADJ
sc-1152	32	37	latency	latency	NOUN
sc-1152	32	38	requirements	requirement	NOUN
sc-1152	32	39	for	for	ADP
sc-1152	32	40	iot	iot	NOUN
sc-1152	32	41	applications	application	NOUN
sc-1152	32	42	.	.	PUNCT
sc-1152	33	1	in	in	ADP
sc-1152	33	2	future	future	ADJ
sc-1152	33	3	scs	scs	PROPN
sc-1152	33	4	,	,	PUNCT
sc-1152	33	5	the	the	DET
sc-1152	33	6	sg	sg	NOUN
sc-1152	33	7	will	will	AUX
sc-1152	33	8	be	be	AUX
sc-1152	33	9	critical	critical	ADJ
sc-1152	33	10	in	in	ADP
sc-1152	33	11	ensuring	ensure	VERB
sc-1152	33	12	reliability	reliability	NOUN
sc-1152	33	13	,	,	PUNCT
sc-1152	33	14	availability	availability	NOUN
sc-1152	33	15	,	,	PUNCT
sc-1152	33	16	and	and	CCONJ
sc-1152	33	17	efficiency	efficiency	NOUN
sc-1152	33	18	in	in	ADP
sc-1152	33	19	city	city	NOUN
sc-1152	33	20	-	-	PUNCT
sc-1152	33	21	wide	wide	ADJ
sc-1152	33	22	electricity	electricity	NOUN
sc-1152	33	23	management	management	NOUN
sc-1152	33	24	.	.	PUNCT
sc-1152	34	1	figure	figure	NOUN
sc-1152	34	2	6	6	NUM
sc-1152	34	3	demonstrates	demonstrate	VERB
sc-1152	34	4	an	an	DET
sc-1152	34	5	example	example	NOUN
sc-1152	34	6	future	future	ADJ
sc-1152	34	7	smart	smart	ADJ
sc-1152	34	8	grid	grid	NOUN
sc-1152	34	9	system	system	NOUN
sc-1152	34	10	,	,	PUNCT
sc-1152	34	11	where	where	SCONJ
sc-1152	34	12	fog	fog	PROPN
sc-1152	34	13	/	/	SYM
sc-1152	34	14	cloud	cloud	NOUN
sc-1152	34	15	computing	computing	NOUN
sc-1152	34	16	can	can	AUX
sc-1152	34	17	play	play	VERB
sc-1152	34	18	a	a	DET
sc-1152	34	19	significant	significant	ADJ
sc-1152	34	20	role	role	NOUN
sc-1152	34	21	.	.	PUNCT
sc-1152	35	1	a	a	DET
sc-1152	35	2	successful	successful	ADJ
sc-1152	35	3	smart	smart	ADJ
sc-1152	35	4	grid	grid	NOUN
sc-1152	35	5	system	system	NOUN
sc-1152	35	6	will	will	AUX
sc-1152	35	7	be	be	AUX
sc-1152	35	8	able	able	ADJ
sc-1152	35	9	to	to	PART
sc-1152	35	10	help	help	VERB
sc-1152	35	11	improve	improve	VERB
sc-1152	35	12	transmission	transmission	NOUN
sc-1152	35	13	efficiency	efficiency	NOUN
sc-1152	35	14	of	of	ADP
sc-1152	35	15	electricity	electricity	NOUN
sc-1152	35	16	,	,	PUNCT
sc-1152	35	17	react	react	VERB
sc-1152	35	18	and	and	CCONJ
sc-1152	35	19	restore	restore	VERB
sc-1152	35	20	timely	timely	ADV
sc-1152	35	21	after	after	ADP
sc-1152	35	22	power	power	NOUN
sc-1152	35	23	disturbances	disturbance	NOUN
sc-1152	35	24	,	,	PUNCT
sc-1152	35	25	reduce	reduce	VERB
sc-1152	35	26	operation	operation	NOUN
sc-1152	35	27	and	and	CCONJ
sc-1152	35	28	management	management	NOUN
sc-1152	35	29	costs	cost	NOUN
sc-1152	35	30	,	,	PUNCT
sc-1152	35	31	better	well	ADV
sc-1152	35	32	integrate	integrate	VERB
sc-1152	35	33	renewable	renewable	ADJ
sc-1152	35	34	energy	energy	NOUN
sc-1152	35	35	systems	system	NOUN
sc-1152	35	36	,	,	PUNCT
sc-1152	35	37	effectively	effectively	ADV
sc-1152	35	38	save	save	VERB
sc-1152	35	39	electricity	electricity	NOUN
sc-1152	35	40	for	for	ADP
sc-1152	35	41	future	future	ADJ
sc-1152	35	42	usage	usage	NOUN
sc-1152	35	43	,	,	PUNCT
sc-1152	35	44	and	and	CCONJ
sc-1152	35	45	so	so	ADV
sc-1152	35	46	on	on	ADV
sc-1152	35	47	.	.	PUNCT
sc-1152	36	1	it	it	PRON
sc-1152	36	2	will	will	AUX
sc-1152	36	3	also	also	ADV
sc-1152	36	4	be	be	AUX
sc-1152	36	5	critical	critical	ADJ
sc-1152	36	6	in	in	ADP
sc-1152	36	7	building	build	VERB
sc-1152	36	8	better	well	ADJ
sc-1152	36	9	electricity	electricity	NOUN
sc-1152	36	10	networks	network	NOUN
sc-1152	36	11	to	to	PART
sc-1152	36	12	help	help	VERB
sc-1152	36	13	bring	bring	VERB
sc-1152	36	14	down	down	ADP
sc-1152	36	15	electricity	electricity	NOUN
sc-1152	36	16	bills	bill	NOUN
sc-1152	36	17	and	and	CCONJ
sc-1152	36	18	balance	balance	VERB
sc-1152	36	19	the	the	DET
sc-1152	36	20	whole	whole	ADJ
sc-1152	36	21	electricity	electricity	NOUN
sc-1152	36	22	system	system	NOUN
sc-1152	36	23	.	.	PUNCT
sc-1152	37	1	in	in	ADP
sc-1152	37	2	addition	addition	NOUN
sc-1152	37	3	,	,	PUNCT
sc-1152	37	4	the	the	DET
sc-1152	37	5	smart	smart	ADJ
sc-1152	37	6	power	power	NOUN
sc-1152	37	7	grid	grid	NOUN
sc-1152	37	8	system	system	NOUN
sc-1152	37	9	should	should	AUX
sc-1152	37	10	monitor	monitor	VERB
sc-1152	37	11	power	power	NOUN
sc-1152	37	12	generation	generation	NOUN
sc-1152	37	13	,	,	PUNCT
sc-1152	37	14	power	power	NOUN
sc-1152	37	15	demands	demand	NOUN
sc-1152	37	16	and	and	CCONJ
sc-1152	37	17	help	help	VERB
sc-1152	37	18	make	make	VERB
sc-1152	37	19	storage	storage	NOUN
sc-1152	37	20	decisions	decision	NOUN
sc-1152	37	21	.	.	PUNCT
sc-1152	38	1	in	in	ADP
sc-1152	38	2	terms	term	NOUN
sc-1152	38	3	of	of	ADP
sc-1152	38	4	security	security	NOUN
sc-1152	38	5	,	,	PUNCT
sc-1152	38	6	a	a	DET
sc-1152	38	7	smarter	smart	ADJ
sc-1152	38	8	grid	grid	NOUN
sc-1152	38	9	will	will	AUX
sc-1152	38	10	also	also	ADV
sc-1152	38	11	add	add	VERB
sc-1152	38	12	resiliency	resiliency	NOUN
sc-1152	38	13	to	to	ADP
sc-1152	38	14	large	large	ADJ
sc-1152	38	15	-	-	PUNCT
sc-1152	38	16	scale	scale	NOUN
sc-1152	38	17	electric	electric	ADJ
sc-1152	38	18	power	power	NOUN
sc-1152	38	19	systems	system	NOUN
sc-1152	38	20	so	so	SCONJ
sc-1152	38	21	as	as	SCONJ
sc-1152	38	22	to	to	PART
sc-1152	38	23	help	help	VERB
sc-1152	38	24	governments	government	NOUN
sc-1152	38	25	react	react	VERB
sc-1152	38	26	promptly	promptly	ADV
sc-1152	38	27	to	to	ADP
sc-1152	38	28	emergencies	emergency	NOUN
sc-1152	38	29	or	or	CCONJ
sc-1152	38	30	natural	natural	ADJ
sc-1152	38	31	disasters	disaster	NOUN
sc-1152	38	32	,	,	PUNCT
sc-1152	38	33	e.g.	e.g.	ADV
sc-1152	38	34	,	,	PUNCT
sc-1152	38	35	severe	severe	ADJ
sc-1152	38	36	storms	storm	NOUN
sc-1152	38	37	,	,	PUNCT
sc-1152	38	38	earthquakes	earthquake	NOUN
sc-1152	38	39	,	,	PUNCT
sc-1152	38	40	large	large	ADJ
sc-1152	38	41	solar	solar	ADJ
sc-1152	38	42	flares	flare	NOUN
sc-1152	38	43	,	,	PUNCT
sc-1152	38	44	and	and	CCONJ
sc-1152	38	45	even	even	ADV
sc-1152	38	46	terrorist	terrorist	ADJ
sc-1152	38	47	attacks	attack	NOUN
sc-1152	38	48	,	,	PUNCT
sc-1152	38	49	etc	etc	X
sc-1152	38	50	.	.	X
sc-1152	38	51	motivated	motivate	VERB
sc-1152	38	52	by	by	ADP
sc-1152	38	53	those	those	DET
sc-1152	38	54	considerations	consideration	NOUN
sc-1152	38	55	,	,	PUNCT
sc-1152	38	56	we	we	PRON
sc-1152	38	57	present	present	VERB
sc-1152	38	58	fc	fc	PROPN
sc-1152	38	59	supported	support	VERB
sc-1152	38	60	smart	smart	ADJ
sc-1152	38	61	grid	grid	NOUN
sc-1152	38	62	(	(	PUNCT
sc-1152	38	63	sg	sg	NOUN
sc-1152	38	64	)	)	PUNCT
sc-1152	38	65	use	use	NOUN
sc-1152	38	66	-	-	PUNCT
sc-1152	38	67	case	case	NOUN
sc-1152	38	68	to	to	PART
sc-1152	38	69	investigate	investigate	VERB
sc-1152	38	70	the	the	DET
sc-1152	38	71	expediencies	expediency	NOUN
sc-1152	38	72	of	of	ADP
sc-1152	38	73	fc	fc	PROPN
sc-1152	38	74	paradigms	paradigms	PROPN
sc-1152	38	75	towards	towards	ADP
sc-1152	38	76	fulfilling	fulfil	VERB
sc-1152	38	77	store	store	NOUN
sc-1152	38	78	and	and	CCONJ
sc-1152	38	79	compute	compute	NOUN
sc-1152	38	80	requirements	requirement	NOUN
sc-1152	38	81	of	of	ADP
sc-1152	38	82	emerging	emerge	VERB
sc-1152	38	83	sc	sc	PROPN
sc-1152	38	84	services	service	NOUN
sc-1152	38	85	.	.	PUNCT
sc-1152	39	1	a	a	DET
sc-1152	39	2	multitier	multitier	NOUN
sc-1152	39	3	fc	fc	NOUN
sc-1152	39	4	structure	structure	NOUN
sc-1152	39	5	in	in	ADP
sc-1152	39	6	sg	sg	PROPN
sc-1152	39	7	supports	support	VERB
sc-1152	39	8	the	the	DET
sc-1152	39	9	applications	application	NOUN
sc-1152	39	10	running	run	VERB
sc-1152	39	11	on	on	ADP
sc-1152	39	12	things	thing	NOUN
sc-1152	39	13	to	to	PART
sc-1152	39	14	jointly	jointly	ADV
sc-1152	39	15	compute	compute	VERB
sc-1152	39	16	,	,	PUNCT
sc-1152	39	17	route	route	NOUN
sc-1152	39	18	,	,	PUNCT
sc-1152	39	19	and	and	CCONJ
sc-1152	39	20	communicate	communicate	VERB
sc-1152	39	21	with	with	ADP
sc-1152	39	22	one	one	NUM
sc-1152	39	23	another	another	DET
sc-1152	39	24	through	through	ADP
sc-1152	39	25	the	the	DET
sc-1152	39	26	ioe	ioe	PROPN
sc-1152	39	27	environment	environment	NOUN
sc-1152	39	28	to	to	PART
sc-1152	39	29	decrease	decrease	VERB
sc-1152	39	30	latency	latency	NOUN
sc-1152	39	31	and	and	CCONJ
sc-1152	39	32	improve	improve	VERB
sc-1152	39	33	energy	energy	NOUN
sc-1152	39	34	provisioning	provisioning	NOUN
sc-1152	39	35	and	and	CCONJ
sc-1152	39	36	the	the	DET
sc-1152	39	37	efficiency	efficiency	NOUN
sc-1152	39	38	of	of	ADP
sc-1152	39	39	services	service	NOUN
sc-1152	39	40	among	among	ADP
sc-1152	39	41	things	thing	NOUN
sc-1152	39	42	of	of	ADP
sc-1152	39	43	varying	vary	VERB
sc-1152	39	44	computational	computational	ADJ
sc-1152	39	45	capabilities	capability	NOUN
sc-1152	39	46	.	.	PUNCT
sc-1152	40	1	the	the	DET
sc-1152	40	2	fog	fog	NOUN
sc-1152	40	3	(	(	PUNCT
sc-1152	40	4	from	from	ADP
sc-1152	40	5	core	core	NOUN
sc-1152	40	6	to	to	ADP
sc-1152	40	7	edge	edge	NOUN
sc-1152	40	8	)	)	PUNCT
sc-1152	40	9	paradigm	paradigm	NOUN
sc-1152	40	10	will	will	AUX
sc-1152	40	11	potentially	potentially	ADV
sc-1152	40	12	abridge	abridge	VERB
sc-1152	40	13	the	the	DET
sc-1152	40	14	silos	silo	NOUN
sc-1152	40	15	between	between	ADP
sc-1152	40	16	personalized	personalized	ADJ
sc-1152	40	17	and	and	CCONJ
sc-1152	40	18	bulk	bulk	ADJ
sc-1152	40	19	level	level	NOUN
sc-1152	40	20	analytics	analytic	NOUN
sc-1152	40	21	in	in	ADP
sc-1152	40	22	sg	sg	ADP
sc-1152	40	23	informatics	informatic	NOUN
sc-1152	40	24	.	.	PUNCT
sc-1152	41	1	a	a	DET
sc-1152	41	2	robust	robust	ADJ
sc-1152	41	3	fog	fog	NOUN
sc-1152	41	4	topology	topology	NOUN
sc-1152	41	5	allows	allow	VERB
sc-1152	41	6	dynamic	dynamic	ADJ
sc-1152	41	7	augmentation	augmentation	NOUN
sc-1152	41	8	of	of	ADP
sc-1152	41	9	associated	associated	PROPN
sc-1152	41	10	fog	fog	NOUN
sc-1152	41	11	nodes	node	NOUN
sc-1152	41	12	,	,	PUNCT
sc-1152	41	13	thus	thus	ADV
sc-1152	41	14	significantly	significantly	ADV
sc-1152	41	15	improvising	improvise	VERB
sc-1152	41	16	the	the	DET
sc-1152	41	17	elasticity	elasticity	NOUN
sc-1152	41	18	and	and	CCONJ
sc-1152	41	19	scalability	scalability	NOUN
sc-1152	41	20	profiles	profile	NOUN
sc-1152	41	21	of	of	ADP
sc-1152	41	22	mission	mission	NOUN
sc-1152	41	23	critical	critical	ADJ
sc-1152	41	24	infrastructures	infrastructure	NOUN
sc-1152	41	25	.	.	PUNCT
sc-1152	42	1	this	this	DET
sc-1152	42	2	work	work	NOUN
sc-1152	42	3	outlines	outline	VERB
sc-1152	42	4	the	the	DET
sc-1152	42	5	fog	fog	NOUN
sc-1152	42	6	computing	computing	NOUN
sc-1152	42	7	paradigm	paradigm	NOUN
sc-1152	42	8	and	and	CCONJ
sc-1152	42	9	examines	examine	VERB
sc-1152	42	10	its	its	PRON
sc-1152	42	11	primacy	primacy	NOUN
sc-1152	42	12	over	over	ADP
sc-1152	42	13	the	the	DET
sc-1152	42	14	cloud	cloud	NOUN
sc-1152	42	15	computing	compute	VERB
sc-1152	42	16	counterpart	counterpart	NOUN
sc-1152	42	17	that	that	PRON
sc-1152	42	18	became	become	VERB
sc-1152	42	19	ubiquitous	ubiquitous	ADJ
sc-1152	42	20	in	in	ADP
sc-1152	42	21	fulfilling	fulfil	VERB
sc-1152	42	22	the	the	DET
sc-1152	42	23	computational	computational	ADJ
sc-1152	42	24	and	and	CCONJ
sc-1152	42	25	analytics	analytic	NOUN
sc-1152	42	26	needs	need	NOUN
sc-1152	42	27	of	of	ADP
sc-1152	42	28	a	a	DET
sc-1152	42	29	reliable	reliable	ADJ
sc-1152	42	30	,	,	PUNCT
sc-1152	42	31	robust	robust	ADJ
sc-1152	42	32	,	,	PUNCT
sc-1152	42	33	resilient	resilient	ADJ
sc-1152	42	34	and	and	CCONJ
sc-1152	42	35	sustainable	sustainable	ADJ
sc-1152	42	36	sg	sg	PROPN
sc-1152	42	37	.	.	PUNCT
sc-1152	43	1	the	the	DET
sc-1152	43	2	argument	argument	NOUN
sc-1152	43	3	here	here	ADV
sc-1152	43	4	is	be	AUX
sc-1152	43	5	not	not	PART
sc-1152	43	6	to	to	PART
sc-1152	43	7	cannibalize	cannibalize	VERB
sc-1152	43	8	the	the	DET
sc-1152	43	9	existing	exist	VERB
sc-1152	43	10	cloud	cloud	NOUN
sc-1152	43	11	support	support	NOUN
sc-1152	43	12	for	for	ADP
sc-1152	43	13	sg	sg	PROPN
sc-1152	43	14	,	,	PUNCT
sc-1152	43	15	but	but	CCONJ
sc-1152	43	16	to	to	PART
sc-1152	43	17	comprehend	comprehend	VERB
sc-1152	43	18	the	the	DET
sc-1152	43	19	applicability	applicability	NOUN
sc-1152	43	20	of	of	ADP
sc-1152	43	21	fog	fog	PROPN
sc-1152	43	22	computing	compute	VERB
sc-1152	43	23	algorithms	algorithm	NOUN
sc-1152	43	24	to	to	PART
sc-1152	43	25	interplay	interplay	VERB
sc-1152	43	26	with	with	ADP
sc-1152	43	27	the	the	DET
sc-1152	43	28	core	core	NOUN
sc-1152	43	29	centered	center	VERB
sc-1152	43	30	cloud	cloud	NOUN
sc-1152	43	31	computing	compute	VERB
sc-1152	43	32	support	support	NOUN
sc-1152	43	33	leveraged	leverage	VERB
sc-1152	43	34	with	with	ADP
sc-1152	43	35	a	a	DET
sc-1152	43	36	new	new	ADJ
sc-1152	43	37	breed	breed	NOUN
sc-1152	43	38	of	of	ADP
sc-1152	43	39	realtime	realtime	NOUN
sc-1152	43	40	and	and	CCONJ
sc-1152	43	41	latency	latency	NOUN
sc-1152	43	42	free	free	ADJ
sc-1152	43	43	utilities	utility	NOUN
sc-1152	43	44	.	.	PUNCT
sc-1152	44	1	the	the	DET
sc-1152	44	2	objective	objective	NOUN
sc-1152	44	3	is	be	AUX
sc-1152	44	4	to	to	PART
sc-1152	44	5	assess	assess	VERB
sc-1152	44	6	the	the	DET
sc-1152	44	7	computational	computational	ADJ
sc-1152	44	8	viability	viability	NOUN
sc-1152	44	9	of	of	ADP
sc-1152	44	10	fc	fc	PROPN
sc-1152	44	11	for	for	ADP
sc-1152	44	12	sc	sc	PROPN
sc-1152	44	13	services	service	NOUN
sc-1152	44	14	(	(	PUNCT
sc-1152	44	15	taking	take	VERB
sc-1152	44	16	smart	smart	ADJ
sc-1152	44	17	grid	grid	NOUN
sc-1152	44	18	as	as	ADP
sc-1152	44	19	use	use	NOUN
sc-1152	44	20	-	-	PUNCT
sc-1152	44	21	case	case	NOUN
sc-1152	44	22	)	)	PUNCT
sc-1152	44	23	in	in	ADP
sc-1152	44	24	the	the	DET
sc-1152	44	25	realm	realm	NOUN
sc-1152	44	26	of	of	ADP
sc-1152	44	27	iot	iot	PROPN
sc-1152	44	28	space	space	NOUN
sc-1152	44	29	,	,	PUNCT
sc-1152	44	30	through	through	ADP
sc-1152	44	31	proper	proper	ADJ
sc-1152	44	32	orchestration	orchestration	NOUN
sc-1152	44	33	and	and	CCONJ
sc-1152	44	34	assignment	assignment	NOUN
sc-1152	44	35	of	of	ADP
sc-1152	44	36	compute	compute	NOUN
sc-1152	44	37	and	and	CCONJ
sc-1152	44	38	storage	storage	NOUN
sc-1152	44	39	resources	resource	NOUN
sc-1152	44	40	to	to	ADP
sc-1152	44	41	the	the	DET
sc-1152	44	42	endpoints	endpoint	NOUN
sc-1152	44	43	and	and	CCONJ
sc-1152	44	44	where	where	SCONJ
sc-1152	44	45	the	the	DET
sc-1152	44	46	cloud	cloud	NOUN
sc-1152	44	47	and	and	CCONJ
sc-1152	44	48	fog	fog	NOUN
sc-1152	44	49	technologies	technology	NOUN
sc-1152	44	50	tuned	tune	VERB
sc-1152	44	51	to	to	ADP
sc-1152	44	52	interplay	interplay	NOUN
sc-1152	44	53	and	and	CCONJ
sc-1152	44	54	assist	assist	VERB
sc-1152	44	55	each	each	DET
sc-1152	44	56	other	other	ADJ
sc-1152	44	57	in	in	ADP
sc-1152	44	58	a	a	DET
sc-1152	44	59	synergistic	synergistic	ADJ
sc-1152	44	60	way	way	NOUN
sc-1152	44	61	.	.	PUNCT
sc-1152	45	1	the	the	DET
sc-1152	45	2	key	key	ADJ
sc-1152	45	3	contributions	contribution	NOUN
sc-1152	45	4	of	of	ADP
sc-1152	45	5	the	the	DET
sc-1152	45	6	work	work	NOUN
sc-1152	45	7	are	be	AUX
sc-1152	45	8	outlined	outline	VERB
sc-1152	45	9	as	as	ADP
sc-1152	45	10	:	:	PUNCT
sc-1152	45	11	i.	i.	PROPN
sc-1152	45	12	proposed	propose	VERB
sc-1152	45	13	a	a	DET
sc-1152	45	14	fog	fog	NOUN
sc-1152	45	15	processing	processing	NOUN
sc-1152	45	16	architecture	architecture	NOUN
sc-1152	45	17	customized	customize	VERB
sc-1152	45	18	to	to	PART
sc-1152	45	19	mission	mission	VERB
sc-1152	45	20	critical	critical	ADJ
sc-1152	45	21	requirements	requirement	NOUN
sc-1152	45	22	of	of	ADP
sc-1152	45	23	smart	smart	ADJ
sc-1152	45	24	grid	grid	NOUN
sc-1152	45	25	.	.	PUNCT
sc-1152	46	1	ii	ii	PROPN
sc-1152	46	2	.	.	PUNCT
sc-1152	47	1	a	a	DET
sc-1152	47	2	cost	cost	NOUN
sc-1152	47	3	effective	effective	ADJ
sc-1152	47	4	resource	resource	NOUN
sc-1152	47	5	provisioning	provision	VERB
sc-1152	47	6	optimization	optimization	NOUN
sc-1152	47	7	model	model	NOUN
sc-1152	47	8	is	be	AUX
sc-1152	47	9	proposed	propose	VERB
sc-1152	47	10	to	to	PART
sc-1152	47	11	guarantee	guarantee	VERB
sc-1152	47	12	computational	computational	ADJ
sc-1152	47	13	qos	qos	NOUN
sc-1152	47	14	in	in	ADP
sc-1152	47	15	emerging	emerge	VERB
sc-1152	47	16	smart	smart	ADJ
sc-1152	47	17	grid	grid	NOUN
sc-1152	47	18	.	.	PUNCT
sc-1152	48	1	iii	iii	X
sc-1152	48	2	.	.	PUNCT
sc-1152	49	1	a	a	DET
sc-1152	49	2	modified	modify	VERB
sc-1152	49	3	differential	differential	NOUN
sc-1152	49	4	evolution	evolution	NOUN
sc-1152	49	5	(	(	PUNCT
sc-1152	49	6	de	de	ADJ
sc-1152	49	7	)	)	PUNCT
sc-1152	49	8	enhanced	enhance	VERB
sc-1152	49	9	by	by	ADP
sc-1152	49	10	fitness	fitness	NOUN
sc-1152	49	11	sharing	sharing	NOUN
sc-1152	49	12	is	be	AUX
sc-1152	49	13	used	use	VERB
sc-1152	49	14	for	for	ADP
sc-1152	49	15	solving	solve	VERB
sc-1152	49	16	the	the	DET
sc-1152	49	17	proposed	propose	VERB
sc-1152	49	18	optimization	optimization	NOUN
sc-1152	49	19	model	model	NOUN
sc-1152	49	20	.	.	PUNCT
sc-1152	50	1	iv	iv	X
sc-1152	50	2	.	.	PUNCT
sc-1152	51	1	a	a	DET
sc-1152	51	2	comparative	comparative	ADJ
sc-1152	51	3	analysis	analysis	NOUN
sc-1152	51	4	of	of	ADP
sc-1152	51	5	both	both	CCONJ
sc-1152	51	6	cloud	cloud	ADJ
sc-1152	51	7	and	and	CCONJ
sc-1152	51	8	fog	fog	NOUN
sc-1152	51	9	execution	execution	NOUN
sc-1152	51	10	framework	framework	NOUN
sc-1152	51	11	is	be	AUX
sc-1152	51	12	performed	perform	VERB
sc-1152	51	13	to	to	PART
sc-1152	51	14	assess	assess	VERB
sc-1152	51	15	and	and	CCONJ
sc-1152	51	16	unveil	unveil	VERB
sc-1152	51	17	the	the	DET
sc-1152	51	18	suitability	suitability	NOUN
sc-1152	51	19	a	a	DET
sc-1152	51	20	fog	fog	NOUN
sc-1152	51	21	aware	aware	ADJ
sc-1152	51	22	cloud	cloud	NOUN
sc-1152	51	23	computing	compute	VERB
sc-1152	51	24	platform	platform	NOUN
sc-1152	51	25	over	over	ADP
sc-1152	51	26	generic	generic	ADJ
sc-1152	51	27	cloud	cloud	NOUN
sc-1152	51	28	framework	framework	NOUN
sc-1152	51	29	.	.	PUNCT
sc-1152	52	1	v.	v.	ADP
sc-1152	52	2	the	the	DET
sc-1152	52	3	significant	significant	ADJ
sc-1152	52	4	issues	issue	NOUN
sc-1152	52	5	,	,	PUNCT
sc-1152	52	6	challenges	challenge	NOUN
sc-1152	52	7	,	,	PUNCT
sc-1152	52	8	and	and	CCONJ
sc-1152	52	9	future	future	ADJ
sc-1152	52	10	research	research	NOUN
sc-1152	52	11	prospects	prospect	NOUN
sc-1152	52	12	towards	towards	ADP
sc-1152	52	13	fog	fog	NOUN
sc-1152	52	14	orchestration	orchestration	NOUN
sc-1152	52	15	of	of	ADP
sc-1152	52	16	iot	iot	ADJ
sc-1152	52	17	application	application	NOUN
sc-1152	52	18	in	in	ADP
sc-1152	52	19	smart	smart	ADJ
sc-1152	52	20	city	city	NOUN
sc-1152	52	21	domains	domain	NOUN
sc-1152	52	22	are	be	AUX
sc-1152	52	23	highlighted	highlight	VERB
sc-1152	52	24	.	.	PUNCT
sc-1152	53	1	2	2	X
sc-1152	53	2	.	.	X
sc-1152	53	3	fog	fog	NOUN
sc-1152	53	4	computing	computing	NOUN
sc-1152	53	5	in	in	ADP
sc-1152	53	6	smart	smart	ADJ
sc-1152	53	7	grid	grid	NOUN
sc-1152	53	8	-	-	PUNCT
sc-1152	53	9	a	a	DET
sc-1152	53	10	case	case	NOUN
sc-1152	53	11	study	study	NOUN
sc-1152	53	12	there	there	ADV
sc-1152	53	13	exist	exist	VERB
sc-1152	53	14	relentless	relentless	ADJ
sc-1152	53	15	economic	economic	ADJ
sc-1152	53	16	as	as	ADV
sc-1152	53	17	well	well	ADV
sc-1152	53	18	as	as	ADP
sc-1152	53	19	environmental	environmental	ADJ
sc-1152	53	20	arguments	argument	NOUN
sc-1152	53	21	in	in	ADP
sc-1152	53	22	the	the	DET
sc-1152	53	23	academia	academia	NOUN
sc-1152	53	24	,	,	PUNCT
sc-1152	53	25	industries	industry	NOUN
sc-1152	53	26	,	,	PUNCT
sc-1152	53	27	r&ds	r&ds	NOUN
sc-1152	53	28	and	and	CCONJ
sc-1152	53	29	legislative	legislative	ADJ
sc-1152	53	30	bodies	body	NOUN
sc-1152	53	31	for	for	ADP
sc-1152	53	32	the	the	DET
sc-1152	53	33	overhaul	overhaul	NOUN
sc-1152	53	34	of	of	ADP
sc-1152	53	35	the	the	DET
sc-1152	53	36	contemporary	contemporary	ADJ
sc-1152	53	37	power	power	NOUN
sc-1152	53	38	grid	grid	NOUN
sc-1152	53	39	comprehended	comprehend	VERB
sc-1152	53	40	by	by	ADP
sc-1152	53	41	a	a	DET
sc-1152	53	42	full	full	ADJ
sc-1152	53	43	smart	smart	ADJ
sc-1152	53	44	grid	grid	NOUN
sc-1152	53	45	rollout	rollout	NOUN
sc-1152	54	1	[	[	X
sc-1152	54	2	1	1	NUM
sc-1152	54	3	]	]	PUNCT
sc-1152	54	4	.	.	PUNCT
sc-1152	55	1	the	the	DET
sc-1152	55	2	latter	latter	ADJ
sc-1152	55	3	integrates	integrate	VERB
sc-1152	55	4	green	green	ADJ
sc-1152	55	5	cum	cum	NOUN
sc-1152	55	6	renewable	renewable	ADJ
sc-1152	55	7	energy	energy	NOUN
sc-1152	55	8	production	production	NOUN
sc-1152	55	9	utilities	utility	NOUN
sc-1152	55	10	,	,	PUNCT
sc-1152	55	11	robust	robust	ADJ
sc-1152	55	12	power	power	NOUN
sc-1152	55	13	monitoring	monitor	VERB
sc-1152	55	14	schemes	scheme	NOUN
sc-1152	55	15	,	,	PUNCT
sc-1152	55	16	adapts	adapt	VERB
sc-1152	55	17	and	and	CCONJ
sc-1152	55	18	evolves	evolve	NOUN
sc-1152	55	19	with	with	ADP
sc-1152	55	20	the	the	DET
sc-1152	55	21	consumption	consumption	NOUN
sc-1152	55	22	behavior	behavior	NOUN
sc-1152	55	23	and	and	CCONJ
sc-1152	55	24	requirements	requirement	NOUN
sc-1152	55	25	.	.	PUNCT
sc-1152	56	1	however	however	ADV
sc-1152	56	2	,	,	PUNCT
sc-1152	56	3	the	the	DET
sc-1152	56	4	unique	unique	ADJ
sc-1152	56	5	feature	feature	NOUN
sc-1152	56	6	that	that	PRON
sc-1152	56	7	overlays	overlay	VERB
sc-1152	56	8	on	on	ADP
sc-1152	56	9	the	the	DET
sc-1152	56	10	heap	heap	NOUN
sc-1152	56	11	of	of	ADP
sc-1152	56	12	a	a	DET
sc-1152	56	13	sg	sg	PROPN
sc-1152	56	14	amenities	amenity	NOUN
sc-1152	56	15	is	be	AUX
sc-1152	56	16	connectivity	connectivity	NOUN
sc-1152	56	17	and	and	CCONJ
sc-1152	56	18	real	real	ADJ
sc-1152	56	19	-	-	PUNCT
sc-1152	56	20	time	time	NOUN
sc-1152	56	21	analytics	analytic	NOUN
sc-1152	56	22	[	[	X
sc-1152	56	23	2	2	NUM
sc-1152	56	24	]	]	PUNCT
sc-1152	56	25	.	.	PUNCT
sc-1152	57	1	the	the	DET
sc-1152	57	2	recent	recent	ADJ
sc-1152	57	3	advancements	advancement	NOUN
sc-1152	57	4	in	in	ADP
sc-1152	57	5	information	information	NOUN
sc-1152	57	6	and	and	CCONJ
sc-1152	57	7	communication	communication	NOUN
sc-1152	57	8	infrastructures	infrastructure	NOUN
sc-1152	57	9	in	in	ADP
sc-1152	57	10	general	general	ADJ
sc-1152	57	11	and	and	CCONJ
sc-1152	57	12	internet	internet	NOUN
sc-1152	57	13	of	of	ADP
sc-1152	57	14	things	thing	NOUN
sc-1152	57	15	(	(	PUNCT
sc-1152	57	16	iot	iot	NOUN
sc-1152	57	17	)	)	PUNCT
sc-1152	57	18	utilities	utility	NOUN
sc-1152	57	19	in	in	ADP
sc-1152	57	20	specific	specific	ADJ
sc-1152	57	21	redefine	redefine	VERB
sc-1152	57	22	the	the	DET
sc-1152	57	23	notion	notion	NOUN
sc-1152	57	24	of	of	ADP
sc-1152	57	25	―smart‖	―smart‖	PROPN
sc-1152	57	26	in	in	ADP
sc-1152	57	27	current	current	ADJ
sc-1152	57	28	sg	sg	ADP
sc-1152	57	29	architectures	architecture	NOUN
sc-1152	57	30	.	.	PUNCT
sc-1152	58	1	this	this	DET
sc-1152	58	2	work	work	NOUN
sc-1152	58	3	outlines	outline	VERB
sc-1152	58	4	the	the	DET
sc-1152	58	5	fog	fog	NOUN
sc-1152	58	6	computing	computing	NOUN
sc-1152	58	7	paradigm	paradigm	NOUN
sc-1152	58	8	and	and	CCONJ
sc-1152	58	9	examines	examine	VERB
sc-1152	58	10	its	its	PRON
sc-1152	58	11	primacy	primacy	NOUN
sc-1152	58	12	over	over	ADP
sc-1152	58	13	the	the	DET
sc-1152	58	14	cloud	cloud	NOUN
sc-1152	58	15	computing	compute	VERB
sc-1152	58	16	counterpart	counterpart	NOUN
sc-1152	58	17	that	that	PRON
sc-1152	58	18	became	become	VERB
sc-1152	58	19	ubiquitous	ubiquitous	ADJ
sc-1152	58	20	in	in	ADP
sc-1152	58	21	fulfilling	fulfil	VERB
sc-1152	58	22	the	the	DET
sc-1152	58	23	computational	computational	ADJ
sc-1152	58	24	and	and	CCONJ
sc-1152	58	25	analytics	analytic	NOUN
sc-1152	58	26	needs	need	NOUN
sc-1152	58	27	of	of	ADP
sc-1152	58	28	a	a	DET
sc-1152	58	29	reliable	reliable	ADJ
sc-1152	58	30	,	,	PUNCT
sc-1152	58	31	robust	robust	ADJ
sc-1152	58	32	,	,	PUNCT
sc-1152	58	33	resilient	resilient	ADJ
sc-1152	58	34	and	and	CCONJ
sc-1152	58	35	sustainable	sustainable	ADJ
sc-1152	58	36	sg	sg	PROPN
sc-1152	58	37	.	.	PUNCT
sc-1152	59	1	the	the	DET
sc-1152	59	2	notion	notion	NOUN
sc-1152	59	3	of	of	ADP
sc-1152	59	4	smartness	smartness	NOUN
sc-1152	59	5	has	have	AUX
sc-1152	59	6	been	be	AUX
sc-1152	59	7	introduced	introduce	VERB
sc-1152	59	8	into	into	ADP
sc-1152	59	9	the	the	DET
sc-1152	59	10	contemporary	contemporary	ADJ
sc-1152	59	11	sg	sg	PROPN
sc-1152	59	12	architectures	architecture	NOUN
sc-1152	59	13	where	where	SCONJ
sc-1152	59	14	the	the	DET
sc-1152	59	15	local	local	ADJ
sc-1152	59	16	nodes	node	NOUN
sc-1152	59	17	will	will	AUX
sc-1152	59	18	be	be	AUX
sc-1152	59	19	leveraged	leverage	VERB
sc-1152	59	20	with	with	ADP
sc-1152	59	21	computational	computational	ADJ
sc-1152	59	22	capabilities	capability	NOUN
sc-1152	59	23	.	.	PUNCT
sc-1152	60	1	they	they	PRON
sc-1152	60	2	will	will	AUX
sc-1152	60	3	no	no	ADV
sc-1152	60	4	longer	long	ADV
sc-1152	60	5	remains	remain	VERB
sc-1152	60	6	a	a	DET
sc-1152	60	7	―thing‖	―thing‖	PROPN
sc-1152	60	8	rather	rather	ADV
sc-1152	60	9	will	will	AUX
sc-1152	60	10	be	be	AUX
sc-1152	60	11	transformed	transform	VERB
sc-1152	60	12	into	into	ADP
sc-1152	60	13	active	active	ADJ
sc-1152	60	14	2	2	NUM
sc-1152	60	15	md	md	PROPN
sc-1152	60	16	.	.	PUNCT
sc-1152	61	1	muzakkir	muzakkir	PROPN
sc-1152	61	2	hussain	hussain	PROPN
sc-1152	61	3	et	et	PROPN
sc-1152	61	4	al	al	PROPN
sc-1152	61	5	.	.	PUNCT
sc-1152	62	1	eai	eai	PROPN
sc-1152	62	2	endorsed	endorse	VERB
sc-1152	62	3	transactions	transaction	NOUN
sc-1152	62	4	on	on	ADP
sc-1152	62	5	smart	smart	ADJ
sc-1152	62	6	cities	city	NOUN
sc-1152	62	7	12	12	NUM
sc-1152	62	8	2017	2017	NUM
sc-1152	62	9	02	02	NUM
sc-1152	62	10	2018	2018	NUM
sc-1152	62	11	|	|	ADV
sc-1152	62	12	volume	volume	NOUN
sc-1152	62	13	2	2	NUM
sc-1152	62	14	|	|	ADV
sc-1152	62	15	issue	issue	VERB
sc-1152	62	16	7	7	NUM
sc-1152	62	17	|	|	ADV
sc-1152	62	18	e3	e3	VERB
sc-1152	62	19	computing	computing	NOUN
sc-1152	62	20	nodes	node	NOUN
sc-1152	62	21	or	or	CCONJ
sc-1152	62	22	―objects‖.	―objects‖.	PUNCT
sc-1152	62	23	every	every	DET
sc-1152	62	24	component	component	NOUN
sc-1152	62	25	of	of	ADP
sc-1152	62	26	sg	sg	PROPN
sc-1152	62	27	network	network	NOUN
sc-1152	62	28	whether	whether	SCONJ
sc-1152	62	29	it	it	PRON
sc-1152	62	30	is	be	AUX
sc-1152	62	31	at	at	ADP
sc-1152	62	32	the	the	DET
sc-1152	62	33	generation	generation	NOUN
sc-1152	62	34	,	,	PUNCT
sc-1152	62	35	transmission	transmission	NOUN
sc-1152	62	36	or	or	CCONJ
sc-1152	62	37	service	service	NOUN
sc-1152	62	38	level	level	NOUN
sc-1152	62	39	,	,	PUNCT
sc-1152	62	40	will	will	AUX
sc-1152	62	41	act	act	VERB
sc-1152	62	42	as	as	ADP
sc-1152	62	43	active	active	ADJ
sc-1152	62	44	nodes	node	NOUN
sc-1152	62	45	in	in	ADP
sc-1152	62	46	the	the	DET
sc-1152	62	47	entire	entire	ADJ
sc-1152	62	48	transportation	transportation	NOUN
sc-1152	62	49	web	web	NOUN
sc-1152	62	50	.	.	PUNCT
sc-1152	63	1	they	they	PRON
sc-1152	63	2	are	be	AUX
sc-1152	63	3	now	now	ADV
sc-1152	63	4	called	call	VERB
sc-1152	63	5	object	object	NOUN
sc-1152	63	6	in	in	ADP
sc-1152	63	7	the	the	DET
sc-1152	63	8	sense	sense	NOUN
sc-1152	63	9	that	that	SCONJ
sc-1152	63	10	they	they	PRON
sc-1152	63	11	will	will	AUX
sc-1152	63	12	be	be	AUX
sc-1152	63	13	having	have	VERB
sc-1152	63	14	attributes	attribute	NOUN
sc-1152	63	15	,	,	PUNCT
sc-1152	63	16	gateways	gateway	NOUN
sc-1152	63	17	,	,	PUNCT
sc-1152	63	18	states	state	NOUN
sc-1152	63	19	etc	etc	X
sc-1152	63	20	.	.	PUNCT
sc-1152	64	1	the	the	DET
sc-1152	64	2	whole	whole	ADJ
sc-1152	64	3	transportation	transportation	NOUN
sc-1152	64	4	system	system	NOUN
sc-1152	64	5	can	can	AUX
sc-1152	64	6	be	be	AUX
sc-1152	64	7	encapsulated	encapsulate	VERB
sc-1152	64	8	as	as	ADP
sc-1152	64	9	a	a	DET
sc-1152	64	10	network	network	NOUN
sc-1152	64	11	of	of	ADP
sc-1152	64	12	active	active	ADJ
sc-1152	64	13	nodes	node	NOUN
sc-1152	64	14	having	have	VERB
sc-1152	64	15	deterministic	deterministic	ADJ
sc-1152	64	16	state	state	NOUN
sc-1152	64	17	transitions	transition	NOUN
sc-1152	64	18	.	.	PUNCT
sc-1152	65	1	this	this	PRON
sc-1152	65	2	is	be	AUX
sc-1152	65	3	achieved	achieve	VERB
sc-1152	65	4	through	through	ADP
sc-1152	65	5	the	the	DET
sc-1152	65	6	notion	notion	NOUN
sc-1152	65	7	of	of	ADP
sc-1152	65	8	internet	internet	NOUN
sc-1152	65	9	of	of	ADP
sc-1152	65	10	thing	thing	NOUN
sc-1152	65	11	(	(	PUNCT
sc-1152	65	12	iot	iot	NOUN
sc-1152	65	13	)	)	PUNCT
sc-1152	65	14	.	.	PUNCT
sc-1152	66	1	iot	iot	PROPN
sc-1152	66	2	will	will	AUX
sc-1152	66	3	ensure	ensure	VERB
sc-1152	66	4	real	real	ADJ
sc-1152	66	5	-	-	PUNCT
sc-1152	66	6	time	time	NOUN
sc-1152	66	7	transport	transport	NOUN
sc-1152	66	8	of	of	ADP
sc-1152	66	9	information	information	NOUN
sc-1152	66	10	to	to	ADP
sc-1152	66	11	and	and	CCONJ
sc-1152	66	12	from	from	ADP
sc-1152	66	13	the	the	DET
sc-1152	66	14	utilities	utility	NOUN
sc-1152	66	15	,	,	PUNCT
sc-1152	66	16	smart	smart	ADJ
sc-1152	66	17	grid	grid	NOUN
sc-1152	66	18	system	system	NOUN
sc-1152	66	19	and	and	CCONJ
sc-1152	66	20	other	other	ADJ
sc-1152	66	21	components	component	NOUN
sc-1152	66	22	in	in	ADP
sc-1152	66	23	the	the	DET
sc-1152	66	24	power	power	NOUN
sc-1152	66	25	system	system	NOUN
sc-1152	66	26	and	and	CCONJ
sc-1152	66	27	charging	charge	VERB
sc-1152	66	28	infrastructure	infrastructure	NOUN
sc-1152	66	29	in	in	ADP
sc-1152	66	30	a	a	DET
sc-1152	66	31	way	way	NOUN
sc-1152	66	32	that	that	PRON
sc-1152	66	33	the	the	DET
sc-1152	66	34	current	current	NOUN
sc-1152	66	35	as	as	ADV
sc-1152	66	36	well	well	ADV
sc-1152	66	37	as	as	ADP
sc-1152	66	38	future	future	ADJ
sc-1152	66	39	needs	need	NOUN
sc-1152	66	40	of	of	ADP
sc-1152	66	41	these	these	DET
sc-1152	66	42	entities	entity	NOUN
sc-1152	66	43	along	along	ADP
sc-1152	66	44	with	with	ADP
sc-1152	66	45	dedicated	dedicated	ADJ
sc-1152	66	46	business	business	NOUN
sc-1152	66	47	engagement	engagement	NOUN
sc-1152	66	48	can	can	AUX
sc-1152	66	49	be	be	AUX
sc-1152	66	50	determined	determine	VERB
sc-1152	66	51	[	[	PUNCT
sc-1152	66	52	3	3	NUM
sc-1152	66	53	]	]	PUNCT
sc-1152	66	54	.	.	PUNCT
sc-1152	67	1	such	such	ADJ
sc-1152	67	2	technologies	technology	NOUN
sc-1152	67	3	are	be	AUX
sc-1152	67	4	enabled	enable	VERB
sc-1152	67	5	by	by	ADP
sc-1152	67	6	the	the	DET
sc-1152	67	7	recent	recent	ADJ
sc-1152	67	8	developments	development	NOUN
sc-1152	67	9	in	in	ADP
sc-1152	67	10	rfid	rfid	NOUN
sc-1152	67	11	,	,	PUNCT
sc-1152	67	12	smart	smart	ADJ
sc-1152	67	13	sensors	sensor	NOUN
sc-1152	67	14	,	,	PUNCT
sc-1152	67	15	communication	communication	NOUN
sc-1152	67	16	standards	standard	NOUN
sc-1152	67	17	,	,	PUNCT
sc-1152	67	18	and	and	CCONJ
sc-1152	67	19	internet	internet	NOUN
sc-1152	67	20	protocols	protocol	NOUN
sc-1152	68	1	[	[	X
sc-1152	68	2	4	4	NUM
sc-1152	68	3	]	]	PUNCT
sc-1152	68	4	.	.	PUNCT
sc-1152	69	1	the	the	DET
sc-1152	69	2	basic	basic	ADJ
sc-1152	69	3	principle	principle	NOUN
sc-1152	69	4	is	be	AUX
sc-1152	69	5	to	to	PART
sc-1152	69	6	have	have	VERB
sc-1152	69	7	an	an	DET
sc-1152	69	8	environment	environment	NOUN
sc-1152	69	9	where	where	SCONJ
sc-1152	69	10	smart	smart	ADJ
sc-1152	69	11	sensors	sensor	NOUN
sc-1152	69	12	collaborate	collaborate	VERB
sc-1152	69	13	directly	directly	ADV
sc-1152	69	14	with	with	ADP
sc-1152	69	15	the	the	DET
sc-1152	69	16	―objects‖	―objects‖	PROPN
sc-1152	69	17	without	without	ADP
sc-1152	69	18	human	human	ADJ
sc-1152	69	19	involvement	involvement	NOUN
sc-1152	69	20	aiming	aim	VERB
sc-1152	69	21	to	to	PART
sc-1152	69	22	deliver	deliver	VERB
sc-1152	69	23	multitudes	multitude	NOUN
sc-1152	69	24	of	of	ADP
sc-1152	69	25	applications	application	NOUN
sc-1152	69	26	and	and	CCONJ
sc-1152	69	27	services	service	NOUN
sc-1152	69	28	[	[	X
sc-1152	69	29	5	5	NUM
sc-1152	69	30	]	]	PUNCT
sc-1152	69	31	,	,	PUNCT
sc-1152	69	32	[	[	X
sc-1152	69	33	6	6	NUM
sc-1152	69	34	]	]	PUNCT
sc-1152	69	35	.	.	PUNCT
sc-1152	70	1	it	it	PRON
sc-1152	70	2	is	be	AUX
sc-1152	70	3	a	a	DET
sc-1152	70	4	consensus	consensus	NOUN
sc-1152	70	5	belief	belief	NOUN
sc-1152	70	6	by	by	ADP
sc-1152	70	7	industries	industry	NOUN
sc-1152	70	8	as	as	ADV
sc-1152	70	9	well	well	ADV
sc-1152	70	10	as	as	ADP
sc-1152	70	11	research	research	NOUN
sc-1152	70	12	giants	giant	NOUN
sc-1152	70	13	that	that	PRON
sc-1152	70	14	down	down	ADP
sc-1152	70	15	the	the	DET
sc-1152	70	16	line	line	NOUN
sc-1152	70	17	,	,	PUNCT
sc-1152	70	18	in	in	ADP
sc-1152	70	19	near	near	ADP
sc-1152	70	20	future	future	ADJ
sc-1152	70	21	iot	iot	NOUN
sc-1152	70	22	will	will	AUX
sc-1152	70	23	emerge	emerge	VERB
sc-1152	70	24	as	as	ADP
sc-1152	70	25	a	a	DET
sc-1152	70	26	technology	technology	NOUN
sc-1152	70	27	enabler	enabler	NOUN
sc-1152	70	28	for	for	ADP
sc-1152	70	29	smart	smart	ADJ
sc-1152	70	30	transport	transport	NOUN
sc-1152	70	31	,	,	PUNCT
sc-1152	70	32	x2x	x2x	X
sc-1152	70	33	(	(	PUNCT
sc-1152	70	34	where	where	SCONJ
sc-1152	70	35	x	x	PRON
sc-1152	70	36	may	may	AUX
sc-1152	70	37	be	be	AUX
sc-1152	70	38	any	any	PRON
sc-1152	70	39	of	of	ADP
sc-1152	70	40	but	but	CCONJ
sc-1152	70	41	not	not	PART
sc-1152	70	42	necessarily	necessarily	ADV
sc-1152	70	43	same	same	ADJ
sc-1152	70	44	from	from	ADP
sc-1152	70	45	entities	entity	NOUN
sc-1152	70	46	like	like	ADP
sc-1152	70	47	vehicles	vehicle	NOUN
sc-1152	70	48	,	,	PUNCT
sc-1152	70	49	grids	grid	NOUN
sc-1152	70	50	,	,	PUNCT
sc-1152	70	51	homes	home	NOUN
sc-1152	70	52	,	,	PUNCT
sc-1152	70	53	micro	micro	NOUN
sc-1152	70	54	-	-	NOUN
sc-1152	70	55	grid	grid	ADJ
sc-1152	70	56	etc	etc	X
sc-1152	70	57	.	.	PUNCT
sc-1152	70	58	)	)	PUNCT
sc-1152	70	59	data	datum	NOUN
sc-1152	70	60	and	and	CCONJ
sc-1152	70	61	energy	energy	NOUN
sc-1152	70	62	exchange	exchange	NOUN
sc-1152	70	63	topologies	topology	NOUN
sc-1152	70	64	,	,	PUNCT
sc-1152	70	65	optimal	optimal	ADJ
sc-1152	70	66	renewable	renewable	ADJ
sc-1152	70	67	integration	integration	NOUN
sc-1152	70	68	and	and	CCONJ
sc-1152	70	69	intelligent	intelligent	ADJ
sc-1152	70	70	charging	charging	NOUN
sc-1152	70	71	infrastructures	infrastructure	NOUN
sc-1152	70	72	[	[	X
sc-1152	70	73	7	7	NUM
sc-1152	70	74	]	]	PUNCT
sc-1152	70	75	.	.	PUNCT
sc-1152	71	1	however	however	ADV
sc-1152	71	2	,	,	PUNCT
sc-1152	71	3	it	it	PRON
sc-1152	71	4	is	be	AUX
sc-1152	71	5	obvious	obvious	ADJ
sc-1152	71	6	that	that	SCONJ
sc-1152	71	7	in	in	ADP
sc-1152	71	8	the	the	DET
sc-1152	71	9	iot	iot	ADJ
sc-1152	71	10	architecture	architecture	NOUN
sc-1152	71	11	the	the	DET
sc-1152	71	12	population	population	NOUN
sc-1152	71	13	of	of	ADP
sc-1152	71	14	connected	connected	ADJ
sc-1152	71	15	entities	entity	NOUN
sc-1152	71	16	will	will	AUX
sc-1152	71	17	overshoot	overshoot	VERB
sc-1152	71	18	the	the	DET
sc-1152	71	19	current	current	ADJ
sc-1152	71	20	growth	growth	NOUN
sc-1152	71	21	drift	drift	NOUN
sc-1152	71	22	and	and	CCONJ
sc-1152	71	23	will	will	AUX
sc-1152	71	24	jeopardize	jeopardize	VERB
sc-1152	71	25	the	the	DET
sc-1152	71	26	normal	normal	ADJ
sc-1152	71	27	computing	computing	NOUN
sc-1152	71	28	configurations	configuration	NOUN
sc-1152	71	29	[	[	X
sc-1152	71	30	8	8	NUM
sc-1152	71	31	]	]	PUNCT
sc-1152	71	32	.	.	PUNCT
sc-1152	72	1	this	this	PRON
sc-1152	72	2	will	will	AUX
sc-1152	72	3	in	in	ADP
sc-1152	72	4	turn	turn	NOUN
sc-1152	72	5	cause	cause	VERB
sc-1152	72	6	an	an	DET
sc-1152	72	7	exponential	exponential	ADJ
sc-1152	72	8	escalation	escalation	NOUN
sc-1152	72	9	in	in	ADP
sc-1152	72	10	data	datum	NOUN
sc-1152	72	11	generation	generation	NOUN
sc-1152	72	12	,	,	PUNCT
sc-1152	72	13	handling	handling	NOUN
sc-1152	72	14	of	of	ADP
sc-1152	72	15	which	which	PRON
sc-1152	72	16	is	be	AUX
sc-1152	72	17	key	key	ADJ
sc-1152	72	18	task	task	NOUN
sc-1152	72	19	to	to	PART
sc-1152	72	20	ensure	ensure	VERB
sc-1152	72	21	viable	viable	ADJ
sc-1152	72	22	implementation	implementation	NOUN
sc-1152	72	23	any	any	DET
sc-1152	72	24	data	datum	NOUN
sc-1152	72	25	aware	aware	ADJ
sc-1152	72	26	infrastructure	infrastructure	NOUN
sc-1152	72	27	.	.	PUNCT
sc-1152	73	1	connecting	connect	VERB
sc-1152	73	2	the	the	DET
sc-1152	73	3	objects	object	NOUN
sc-1152	73	4	through	through	ADP
sc-1152	73	5	edge	edge	NOUN
sc-1152	73	6	networks	network	NOUN
sc-1152	73	7	and	and	CCONJ
sc-1152	73	8	technologies	technology	NOUN
sc-1152	73	9	such	such	ADJ
sc-1152	73	10	as	as	ADP
sc-1152	73	11	wireless	wireless	ADJ
sc-1152	73	12	sensor	sensor	NOUN
sc-1152	73	13	networks	network	NOUN
sc-1152	73	14	(	(	PUNCT
sc-1152	73	15	wsn	wsn	PROPN
sc-1152	73	16	)	)	PUNCT
sc-1152	73	17	,	,	PUNCT
sc-1152	73	18	zigbee	zigbee	PROPN
sc-1152	73	19	,	,	PUNCT
sc-1152	73	20	bluetooth	bluetooth	PROPN
sc-1152	73	21	,	,	PUNCT
sc-1152	73	22	rfid	rfid	NOUN
sc-1152	73	23	,	,	PUNCT
sc-1152	73	24	wifi	wifi	NOUN
sc-1152	73	25	,	,	PUNCT
sc-1152	73	26	3	3	NUM
sc-1152	73	27	g	g	NOUN
sc-1152	73	28	,	,	PUNCT
sc-1152	73	29	and	and	CCONJ
sc-1152	73	30	4	4	NUM
sc-1152	73	31	g	g	NOUN
sc-1152	73	32	etc	etc	X
sc-1152	73	33	.	.	X
sc-1152	73	34	will	will	AUX
sc-1152	73	35	increase	increase	VERB
sc-1152	73	36	the	the	DET
sc-1152	73	37	complexity	complexity	NOUN
sc-1152	73	38	of	of	ADP
sc-1152	73	39	underlying	underlie	VERB
sc-1152	73	40	communication	communication	NOUN
sc-1152	73	41	architectures	architecture	NOUN
sc-1152	73	42	.	.	PUNCT
sc-1152	74	1	efficient	efficient	ADJ
sc-1152	74	2	and	and	CCONJ
sc-1152	74	3	robust	robust	ADJ
sc-1152	74	4	data	datum	NOUN
sc-1152	74	5	analytics	analytic	NOUN
sc-1152	74	6	setup	setup	NOUN
sc-1152	74	7	that	that	PRON
sc-1152	74	8	can	can	AUX
sc-1152	74	9	establish	establish	VERB
sc-1152	74	10	a	a	DET
sc-1152	74	11	real	real	ADJ
sc-1152	74	12	-	-	PUNCT
sc-1152	74	13	time	time	NOUN
sc-1152	74	14	cum	cum	NOUN
sc-1152	74	15	intelligent	intelligent	ADJ
sc-1152	74	16	decision	decision	NOUN
sc-1152	74	17	making	make	VERB
sc-1152	74	18	atmosphere	atmosphere	NOUN
sc-1152	74	19	at	at	ADP
sc-1152	74	20	every	every	DET
sc-1152	74	21	edge	edge	NOUN
sc-1152	74	22	services	service	NOUN
sc-1152	74	23	becomes	become	VERB
sc-1152	74	24	the	the	DET
sc-1152	74	25	need	need	NOUN
sc-1152	74	26	of	of	ADP
sc-1152	74	27	hour	hour	NOUN
sc-1152	74	28	.	.	PUNCT
sc-1152	75	1	an	an	DET
sc-1152	75	2	exhaustive	exhaustive	ADJ
sc-1152	75	3	review	review	NOUN
sc-1152	75	4	of	of	ADP
sc-1152	75	5	existing	exist	VERB
sc-1152	75	6	control	control	NOUN
sc-1152	75	7	paradigms	paradigm	NOUN
sc-1152	75	8	reveal	reveal	VERB
sc-1152	75	9	the	the	DET
sc-1152	75	10	presence	presence	NOUN
sc-1152	75	11	centralized	centralize	VERB
sc-1152	75	12	coordination	coordination	NOUN
sc-1152	75	13	strategies	strategy	NOUN
sc-1152	75	14	such	such	ADJ
sc-1152	75	15	as	as	ADP
sc-1152	75	16	cloud	cloud	NOUN
sc-1152	75	17	computing	computing	NOUN
sc-1152	75	18	,	,	PUNCT
sc-1152	75	19	grid	grid	NOUN
sc-1152	75	20	computing	computing	NOUN
sc-1152	75	21	etc	etc	X
sc-1152	76	1	[	[	X
sc-1152	76	2	8],[9	8],[9	NUM
sc-1152	76	3	]	]	PUNCT
sc-1152	76	4	.	.	PUNCT
sc-1152	77	1	however	however	ADV
sc-1152	77	2	the	the	DET
sc-1152	77	3	service	service	NOUN
sc-1152	77	4	demands	demand	NOUN
sc-1152	77	5	of	of	ADP
sc-1152	77	6	iot	iot	ADJ
sc-1152	77	7	architecture	architecture	NOUN
sc-1152	77	8	reflect	reflect	VERB
sc-1152	77	9	that	that	SCONJ
sc-1152	77	10	there	there	PRON
sc-1152	77	11	needs	need	VERB
sc-1152	77	12	computing	compute	VERB
sc-1152	77	13	schemes	scheme	NOUN
sc-1152	77	14	that	that	PRON
sc-1152	77	15	can	can	AUX
sc-1152	77	16	execute	execute	VERB
sc-1152	77	17	locally	locally	ADV
sc-1152	77	18	at	at	ADP
sc-1152	77	19	the	the	DET
sc-1152	77	20	edge	edge	NOUN
sc-1152	77	21	itself	itself	PRON
sc-1152	77	22	.	.	PUNCT
sc-1152	78	1	the	the	DET
sc-1152	78	2	prevalent	prevalent	ADJ
sc-1152	78	3	cloud	cloud	NOUN
sc-1152	78	4	models	model	NOUN
sc-1152	78	5	are	be	AUX
sc-1152	78	6	not	not	PART
sc-1152	78	7	intended	intend	VERB
sc-1152	78	8	to	to	PART
sc-1152	78	9	handle	handle	VERB
sc-1152	78	10	the	the	DET
sc-1152	78	11	seven	seven	NUM
sc-1152	78	12	unprecedented	unprecedented	ADJ
sc-1152	78	13	v	v	NOUN
sc-1152	78	14	’s	’s	PART
sc-1152	78	15	(	(	PUNCT
sc-1152	78	16	volume	volume	NOUN
sc-1152	78	17	,	,	PUNCT
sc-1152	78	18	velocity	velocity	NOUN
sc-1152	78	19	,	,	PUNCT
sc-1152	78	20	variety	variety	NOUN
sc-1152	78	21	,	,	PUNCT
sc-1152	78	22	variability	variability	NOUN
sc-1152	78	23	,	,	PUNCT
sc-1152	78	24	veracity	veracity	NOUN
sc-1152	78	25	,	,	PUNCT
sc-1152	78	26	visualization	visualization	NOUN
sc-1152	78	27	and	and	CCONJ
sc-1152	78	28	value	value	NOUN
sc-1152	78	29	)	)	PUNCT
sc-1152	78	30	in	in	ADP
sc-1152	78	31	the	the	DET
sc-1152	78	32	data	datum	NOUN
sc-1152	78	33	generated	generate	VERB
sc-1152	78	34	by	by	ADP
sc-1152	78	35	iot	iot	PROPN
sc-1152	78	36	architectures	architecture	NOUN
sc-1152	78	37	and	and	CCONJ
sc-1152	78	38	coupling	couple	VERB
sc-1152	78	39	the	the	DET
sc-1152	78	40	whole	whole	ADJ
sc-1152	78	41	universe	universe	NOUN
sc-1152	78	42	of	of	ADP
sc-1152	78	43	―things‖	―things‖	PROPN
sc-1152	78	44	or	or	CCONJ
sc-1152	78	45	―objects‖	―objects‖	PROPN
sc-1152	78	46	directly	directly	ADV
sc-1152	78	47	to	to	ADP
sc-1152	78	48	the	the	DET
sc-1152	78	49	cloud	cloud	NOUN
sc-1152	78	50	is	be	AUX
sc-1152	78	51	nearly	nearly	ADV
sc-1152	78	52	unfeasible	unfeasible	ADJ
sc-1152	78	53	[	[	X
sc-1152	78	54	10	10	NUM
sc-1152	78	55	]	]	PUNCT
sc-1152	78	56	.	.	PUNCT
sc-1152	79	1	fog	fog	PROPN
sc-1152	79	2	computing	computing	PROPN
sc-1152	79	3	approaches	approach	NOUN
sc-1152	79	4	seem	seem	VERB
sc-1152	79	5	to	to	PART
sc-1152	79	6	be	be	AUX
sc-1152	79	7	the	the	DET
sc-1152	79	8	preeminent	preeminent	ADJ
sc-1152	79	9	preference	preference	NOUN
sc-1152	79	10	for	for	ADP
sc-1152	79	11	computations	computation	NOUN
sc-1152	79	12	at	at	ADP
sc-1152	79	13	the	the	DET
sc-1152	79	14	extreme	extreme	ADJ
sc-1152	79	15	edges	edge	NOUN
sc-1152	79	16	such	such	ADJ
sc-1152	79	17	as	as	ADP
sc-1152	79	18	vehicles	vehicle	NOUN
sc-1152	79	19	,	,	PUNCT
sc-1152	79	20	roadways	roadway	NOUN
sc-1152	79	21	,	,	PUNCT
sc-1152	79	22	charging	charge	VERB
sc-1152	79	23	station	station	NOUN
sc-1152	79	24	etc	etc	X
sc-1152	80	1	[	[	X
sc-1152	80	2	10]–[13	10]–[13	NUM
sc-1152	80	3	]	]	PUNCT
sc-1152	80	4	.	.	PUNCT
sc-1152	81	1	however	however	ADV
sc-1152	81	2	installation	installation	NOUN
sc-1152	81	3	of	of	ADP
sc-1152	81	4	fogs	fog	NOUN
sc-1152	81	5	(	(	PUNCT
sc-1152	81	6	mini	mini	ADJ
sc-1152	81	7	data	data	NOUN
sc-1152	81	8	centers	center	NOUN
sc-1152	81	9	)	)	PUNCT
sc-1152	81	10	everywhere	everywhere	ADV
sc-1152	81	11	across	across	ADP
sc-1152	81	12	the	the	DET
sc-1152	81	13	edges	edge	NOUN
sc-1152	81	14	of	of	ADP
sc-1152	81	15	the	the	DET
sc-1152	81	16	networks	network	NOUN
sc-1152	81	17	and	and	CCONJ
sc-1152	81	18	entities	entity	NOUN
sc-1152	81	19	may	may	AUX
sc-1152	81	20	not	not	PART
sc-1152	81	21	be	be	AUX
sc-1152	81	22	cost	cost	VERB
sc-1152	81	23	productive	productive	ADJ
sc-1152	81	24	.	.	PUNCT
sc-1152	82	1	the	the	DET
sc-1152	82	2	infrastructure	infrastructure	NOUN
sc-1152	82	3	demands	demand	VERB
sc-1152	82	4	varying	vary	VERB
sc-1152	82	5	levels	level	NOUN
sc-1152	82	6	of	of	ADP
sc-1152	82	7	services	service	NOUN
sc-1152	82	8	which	which	PRON
sc-1152	82	9	in	in	ADP
sc-1152	82	10	turn	turn	NOUN
sc-1152	82	11	have	have	AUX
sc-1152	82	12	specified	specify	VERB
sc-1152	82	13	qos	qos	NOUN
sc-1152	82	14	requirements	requirement	NOUN
sc-1152	82	15	.	.	PUNCT
sc-1152	83	1	transporting	transport	VERB
sc-1152	83	2	tera	tera	PROPN
sc-1152	83	3	-	-	PUNCT
sc-1152	83	4	peta	peta	NOUN
sc-1152	83	5	bytes	byte	NOUN
sc-1152	83	6	of	of	ADP
sc-1152	83	7	data	datum	NOUN
sc-1152	83	8	from	from	ADP
sc-1152	83	9	millions	million	NOUN
sc-1152	83	10	of	of	ADP
sc-1152	83	11	edge	edge	NOUN
sc-1152	83	12	devices	device	NOUN
sc-1152	83	13	to	to	ADP
sc-1152	83	14	the	the	DET
sc-1152	83	15	central	central	ADJ
sc-1152	83	16	cloud	cloud	NOUN
sc-1152	83	17	in	in	ADP
sc-1152	83	18	real	real	ADJ
sc-1152	83	19	-	-	PUNCT
sc-1152	83	20	time	time	NOUN
sc-1152	83	21	is	be	AUX
sc-1152	83	22	quite	quite	ADV
sc-1152	83	23	infeasible	infeasible	ADJ
sc-1152	83	24	and	and	CCONJ
sc-1152	83	25	even	even	ADV
sc-1152	83	26	unessential	unessential	ADJ
sc-1152	83	27	,	,	PUNCT
sc-1152	83	28	as	as	SCONJ
sc-1152	83	29	a	a	DET
sc-1152	83	30	significant	significant	ADJ
sc-1152	83	31	percentage	percentage	NOUN
sc-1152	83	32	of	of	ADP
sc-1152	83	33	data	datum	NOUN
sc-1152	83	34	are	be	AUX
sc-1152	83	35	passive	passive	ADJ
sc-1152	83	36	and	and	CCONJ
sc-1152	83	37	do	do	AUX
sc-1152	83	38	n’t	not	PART
sc-1152	83	39	contribute	contribute	VERB
sc-1152	83	40	to	to	ADP
sc-1152	83	41	any	any	DET
sc-1152	83	42	decision	decision	NOUN
sc-1152	83	43	making	make	VERB
sc-1152	83	44	process	process	NOUN
sc-1152	83	45	.	.	PUNCT
sc-1152	84	1	furthermore	furthermore	ADV
sc-1152	84	2	,	,	PUNCT
sc-1152	84	3	there	there	PRON
sc-1152	84	4	exist	exist	VERB
sc-1152	84	5	several	several	ADJ
sc-1152	84	6	tasks	task	NOUN
sc-1152	84	7	that	that	PRON
sc-1152	84	8	do	do	AUX
sc-1152	84	9	n’t	not	PART
sc-1152	84	10	even	even	ADV
sc-1152	84	11	entail	entail	VERB
sc-1152	84	12	storage	storage	NOUN
sc-1152	84	13	,	,	PUNCT
sc-1152	84	14	processing	processing	NOUN
sc-1152	84	15	and	and	CCONJ
sc-1152	84	16	analytics	analytic	NOUN
sc-1152	84	17	at	at	ADP
sc-1152	84	18	cloud	cloud	ADJ
sc-1152	84	19	scale	scale	NOUN
sc-1152	84	20	.	.	PUNCT
sc-1152	85	1	such	such	ADJ
sc-1152	85	2	requirements	requirement	NOUN
sc-1152	85	3	motivate	motivate	VERB
sc-1152	85	4	the	the	DET
sc-1152	85	5	need	need	NOUN
sc-1152	85	6	of	of	ADP
sc-1152	85	7	a	a	DET
sc-1152	85	8	hybrid	hybrid	ADJ
sc-1152	85	9	control	control	NOUN
sc-1152	85	10	architecture	architecture	NOUN
sc-1152	85	11	where	where	SCONJ
sc-1152	85	12	the	the	DET
sc-1152	85	13	mining	mining	NOUN
sc-1152	85	14	and	and	CCONJ
sc-1152	85	15	analytics	analytic	NOUN
sc-1152	85	16	activities	activity	NOUN
sc-1152	85	17	are	be	AUX
sc-1152	85	18	intelligently	intelligently	ADV
sc-1152	85	19	dispersed	disperse	VERB
sc-1152	85	20	.	.	PUNCT
sc-1152	86	1	the	the	DET
sc-1152	86	2	smart	smart	ADJ
sc-1152	86	3	grid	grid	NOUN
sc-1152	86	4	applications	application	NOUN
sc-1152	86	5	require	require	VERB
sc-1152	86	6	location	location	NOUN
sc-1152	86	7	aware	aware	ADJ
sc-1152	86	8	geodistributed	geodistribute	VERB
sc-1152	86	9	intelligency	intelligency	NOUN
sc-1152	86	10	in	in	ADP
sc-1152	86	11	services	service	NOUN
sc-1152	86	12	such	such	ADJ
sc-1152	86	13	as	as	ADP
sc-1152	86	14	metering	meter	VERB
sc-1152	86	15	information	information	NOUN
sc-1152	86	16	updates	update	NOUN
sc-1152	86	17	,	,	PUNCT
sc-1152	86	18	power	power	NOUN
sc-1152	86	19	thefts	theft	NOUN
sc-1152	86	20	,	,	PUNCT
sc-1152	86	21	distribution	distribution	NOUN
sc-1152	86	22	outages	outage	NOUN
sc-1152	86	23	,	,	PUNCT
sc-1152	86	24	network	network	NOUN
sc-1152	86	25	intrusions	intrusion	NOUN
sc-1152	86	26	etc	etc	X
sc-1152	86	27	,	,	PUNCT
sc-1152	86	28	and	and	CCONJ
sc-1152	86	29	require	require	VERB
sc-1152	86	30	prompt	prompt	ADJ
sc-1152	86	31	and	and	CCONJ
sc-1152	86	32	reflex	reflex	ADJ
sc-1152	86	33	actions	action	NOUN
sc-1152	86	34	to	to	PART
sc-1152	86	35	evolve	evolve	VERB
sc-1152	86	36	and	and	CCONJ
sc-1152	86	37	organize	organize	VERB
sc-1152	86	38	according	accord	VERB
sc-1152	86	39	to	to	ADP
sc-1152	86	40	the	the	DET
sc-1152	86	41	adversaries	adversary	NOUN
sc-1152	86	42	.	.	PUNCT
sc-1152	87	1	however	however	ADV
sc-1152	87	2	,	,	PUNCT
sc-1152	87	3	the	the	DET
sc-1152	87	4	current	current	ADJ
sc-1152	87	5	smart	smart	ADJ
sc-1152	87	6	grid	grid	NOUN
sc-1152	87	7	is	be	AUX
sc-1152	87	8	under	under	ADP
sc-1152	87	9	immense	immense	ADJ
sc-1152	87	10	pressure	pressure	NOUN
sc-1152	87	11	owing	owe	VERB
sc-1152	87	12	to	to	ADP
sc-1152	87	13	its	its	PRON
sc-1152	87	14	sullen	sullen	ADJ
sc-1152	87	15	response	response	NOUN
sc-1152	87	16	to	to	ADP
sc-1152	87	17	the	the	DET
sc-1152	87	18	abovementioned	abovementioned	ADJ
sc-1152	87	19	computational	computational	ADJ
sc-1152	87	20	demands	demand	NOUN
sc-1152	87	21	.	.	PUNCT
sc-1152	88	1	also	also	ADV
sc-1152	88	2	,	,	PUNCT
sc-1152	88	3	due	due	ADP
sc-1152	88	4	to	to	ADP
sc-1152	88	5	its	its	PRON
sc-1152	88	6	fragility	fragility	NOUN
sc-1152	88	7	concerns	concern	NOUN
sc-1152	88	8	in	in	ADP
sc-1152	88	9	sg	sg	ADP
sc-1152	88	10	control	control	NOUN
sc-1152	88	11	and	and	CCONJ
sc-1152	88	12	coordination	coordination	NOUN
sc-1152	88	13	sub	sub	NOUN
sc-1152	88	14	-	-	NOUN
sc-1152	88	15	systems	system	NOUN
sc-1152	88	16	,	,	PUNCT
sc-1152	88	17	repercussions	repercussion	NOUN
sc-1152	88	18	of	of	ADP
sc-1152	88	19	power	power	NOUN
sc-1152	88	20	outages	outage	NOUN
sc-1152	88	21	,	,	PUNCT
sc-1152	88	22	resiliency	resiliency	NOUN
sc-1152	88	23	and	and	CCONJ
sc-1152	88	24	reliability	reliability	NOUN
sc-1152	88	25	issues	issue	NOUN
sc-1152	88	26	are	be	AUX
sc-1152	88	27	growing	grow	VERB
sc-1152	88	28	ever	ever	ADV
sc-1152	88	29	more	more	ADV
sc-1152	88	30	serious	serious	ADJ
sc-1152	88	31	.	.	PUNCT
sc-1152	89	1	upgrading	upgrade	VERB
sc-1152	89	2	to	to	ADP
sc-1152	89	3	a	a	DET
sc-1152	89	4	computationally	computationally	ADV
sc-1152	89	5	smarter	smart	ADJ
sc-1152	89	6	,	,	PUNCT
sc-1152	89	7	reliable	reliable	ADJ
sc-1152	89	8	and	and	CCONJ
sc-1152	89	9	resilient	resilient	ADJ
sc-1152	89	10	grid	grid	NOUN
sc-1152	89	11	has	have	AUX
sc-1152	89	12	escalated	escalate	VERB
sc-1152	89	13	from	from	ADP
sc-1152	89	14	being	be	AUX
sc-1152	89	15	a	a	DET
sc-1152	89	16	desirable	desirable	ADJ
sc-1152	89	17	vision	vision	NOUN
sc-1152	89	18	,	,	PUNCT
sc-1152	89	19	to	to	ADP
sc-1152	89	20	an	an	DET
sc-1152	89	21	urgent	urgent	ADJ
sc-1152	89	22	imperative	imperative	NOUN
sc-1152	89	23	.	.	PUNCT
sc-1152	90	1	here	here	ADV
sc-1152	90	2	we	we	PRON
sc-1152	90	3	itemize	itemize	VERB
sc-1152	90	4	few	few	ADJ
sc-1152	90	5	but	but	CCONJ
sc-1152	90	6	not	not	PART
sc-1152	90	7	the	the	DET
sc-1152	90	8	least	least	ADJ
sc-1152	90	9	,	,	PUNCT
sc-1152	90	10	of	of	ADP
sc-1152	90	11	some	some	PRON
sc-1152	90	12	of	of	ADP
sc-1152	90	13	the	the	DET
sc-1152	90	14	mission	mission	NOUN
sc-1152	90	15	critical	critical	ADJ
sc-1152	90	16	requirements	requirement	NOUN
sc-1152	90	17	of	of	ADP
sc-1152	90	18	an	an	DET
sc-1152	90	19	ideal	ideal	NOUN
sc-1152	90	20	sg	sg	ADP
sc-1152	90	21	infrastructure	infrastructure	NOUN
sc-1152	90	22	plus	plus	CCONJ
sc-1152	90	23	the	the	DET
sc-1152	90	24	sombre	sombre	NOUN
sc-1152	90	25	experiences	experience	NOUN
sc-1152	90	26	encountered	encounter	VERB
sc-1152	90	27	while	while	SCONJ
sc-1152	90	28	going	go	VERB
sc-1152	90	29	for	for	ADP
sc-1152	90	30	pure	pure	ADJ
sc-1152	90	31	cloud	cloud	NOUN
sc-1152	90	32	computing	computing	NOUN
sc-1152	90	33	deployment	deployment	NOUN
sc-1152	90	34	.	.	PUNCT
sc-1152	91	1	1.1	1.1	NUM
sc-1152	91	2	support	support	NOUN
sc-1152	91	3	for	for	ADP
sc-1152	91	4	scalable	scalable	ADJ
sc-1152	91	5	real	real	ADJ
sc-1152	91	6	-	-	PUNCT
sc-1152	91	7	time	time	NOUN
sc-1152	91	8	services	service	NOUN
sc-1152	91	9	:	:	PUNCT
sc-1152	91	10	the	the	DET
sc-1152	91	11	need	need	NOUN
sc-1152	91	12	of	of	ADP
sc-1152	91	13	real	real	ADJ
sc-1152	91	14	-	-	PUNCT
sc-1152	91	15	time	time	NOUN
sc-1152	91	16	analytics	analytic	NOUN
sc-1152	91	17	and	and	CCONJ
sc-1152	91	18	decisions	decision	NOUN
sc-1152	91	19	is	be	AUX
sc-1152	91	20	being	be	AUX
sc-1152	91	21	emerged	emerge	VERB
sc-1152	91	22	as	as	ADP
sc-1152	91	23	the	the	DET
sc-1152	91	24	need	need	NOUN
sc-1152	91	25	for	for	ADP
sc-1152	91	26	the	the	DET
sc-1152	91	27	hour	hour	NOUN
sc-1152	91	28	to	to	PART
sc-1152	91	29	carry	carry	VERB
sc-1152	91	30	up	up	ADP
sc-1152	91	31	the	the	DET
sc-1152	91	32	timing	timing	NOUN
sc-1152	91	33	requirements	requirement	NOUN
sc-1152	91	34	of	of	ADP
sc-1152	91	35	mission	mission	NOUN
sc-1152	91	36	critical	critical	ADJ
sc-1152	91	37	sg	sg	ADP
sc-1152	91	38	utilities	utility	NOUN
sc-1152	91	39	[	[	X
sc-1152	91	40	14	14	NUM
sc-1152	91	41	]	]	PUNCT
sc-1152	91	42	.	.	PUNCT
sc-1152	92	1	even	even	ADV
sc-1152	92	2	if	if	SCONJ
sc-1152	92	3	some	some	DET
sc-1152	92	4	servers	server	NOUN
sc-1152	92	5	’	'	PUNCT
sc-1152	92	6	fiascos	fiasco	NOUN
sc-1152	92	7	occur	occur	VERB
sc-1152	92	8	,	,	PUNCT
sc-1152	92	9	the	the	DET
sc-1152	92	10	system	system	NOUN
sc-1152	92	11	should	should	AUX
sc-1152	92	12	heal	heal	VERB
sc-1152	92	13	itself	itself	PRON
sc-1152	92	14	with	with	ADP
sc-1152	92	15	just	just	ADV
sc-1152	92	16	graceful	graceful	ADJ
sc-1152	92	17	degradation	degradation	NOUN
sc-1152	92	18	in	in	ADP
sc-1152	92	19	latency	latency	NOUN
sc-1152	92	20	services	service	NOUN
sc-1152	92	21	.	.	PUNCT
sc-1152	93	1	the	the	DET
sc-1152	93	2	current	current	ADJ
sc-1152	93	3	cloud	cloud	NOUN
sc-1152	93	4	models	model	NOUN
sc-1152	93	5	support	support	VERB
sc-1152	93	6	for	for	ADP
sc-1152	93	7	sgs	sgs	PROPN
sc-1152	93	8	can	can	AUX
sc-1152	93	9	provide	provide	VERB
sc-1152	93	10	rapid	rapid	ADJ
sc-1152	93	11	response	response	NOUN
sc-1152	93	12	mechanisms	mechanism	NOUN
sc-1152	93	13	but	but	CCONJ
sc-1152	93	14	adversaries	adversary	NOUN
sc-1152	93	15	still	still	ADV
sc-1152	93	16	pose	pose	VERB
sc-1152	93	17	threats	threat	NOUN
sc-1152	93	18	to	to	ADP
sc-1152	93	19	responsiveness	responsiveness	NOUN
sc-1152	93	20	.	.	PUNCT
sc-1152	94	1	1.2	1.2	NUM
sc-1152	94	2	support	support	NOUN
sc-1152	94	3	for	for	ADP
sc-1152	94	4	scalable	scalable	ADJ
sc-1152	94	5	,	,	PUNCT
sc-1152	94	6	consistency	consistency	NOUN
sc-1152	94	7	guaranteed	guarantee	VERB
sc-1152	94	8	,	,	PUNCT
sc-1152	94	9	fault	fault	NOUN
sc-1152	94	10	-	-	PUNCT
sc-1152	94	11	tolerant	tolerant	ADJ
sc-1152	94	12	services	service	NOUN
sc-1152	94	13	:	:	PUNCT
sc-1152	94	14	consistency	consistency	NOUN
sc-1152	94	15	for	for	ADP
sc-1152	94	16	cloud	cloud	NOUN
sc-1152	94	17	-	-	PUNCT
sc-1152	94	18	hosted	host	VERB
sc-1152	94	19	utilities	utility	NOUN
sc-1152	94	20	is	be	AUX
sc-1152	94	21	a	a	DET
sc-1152	94	22	broad	broad	ADJ
sc-1152	94	23	term	term	NOUN
sc-1152	94	24	associated	associate	VERB
sc-1152	94	25	with	with	ADP
sc-1152	94	26	acid	acid	PROPN
sc-1152	94	27	(	(	PUNCT
sc-1152	94	28	atomicity	atomicity	NOUN
sc-1152	94	29	,	,	PUNCT
sc-1152	94	30	consistency	consistency	NOUN
sc-1152	94	31	,	,	PUNCT
sc-1152	94	32	isolation	isolation	NOUN
sc-1152	94	33	and	and	CCONJ
sc-1152	94	34	durability	durability	NOUN
sc-1152	94	35	)	)	PUNCT
sc-1152	94	36	guarantees	guarantee	NOUN
sc-1152	94	37	,	,	PUNCT
sc-1152	94	38	support	support	NOUN
sc-1152	94	39	for	for	ADP
sc-1152	94	40	state	state	NOUN
sc-1152	94	41	machine	machine	NOUN
sc-1152	94	42	replication	replication	NOUN
sc-1152	94	43	,	,	PUNCT
sc-1152	94	44	virtual	virtual	ADJ
sc-1152	94	45	synchrony	synchrony	NOUN
sc-1152	94	46	,	,	PUNCT
sc-1152	94	47	and	and	CCONJ
sc-1152	94	48	support	support	NOUN
sc-1152	94	49	for	for	ADP
sc-1152	94	50	only	only	ADV
sc-1152	94	51	limited	limited	ADJ
sc-1152	94	52	count	count	NOUN
sc-1152	94	53	of	of	ADP
sc-1152	94	54	node	node	ADJ
sc-1152	94	55	failures	failure	NOUN
sc-1152	94	56	[	[	X
sc-1152	94	57	1	1	NUM
sc-1152	94	58	]	]	PUNCT
sc-1152	94	59	.	.	PUNCT
sc-1152	95	1	today	today	NOUN
sc-1152	95	2	’s	’s	PART
sc-1152	95	3	smart	smart	ADJ
sc-1152	95	4	grid	grid	NOUN
sc-1152	95	5	cloud	cloud	NOUN
sc-1152	95	6	infrastructures	infrastructure	NOUN
sc-1152	95	7	often	often	ADV
sc-1152	95	8	―embrace	―embrace	VERB
sc-1152	95	9	inconsistency‖	inconsistency‖	PROPN
sc-1152	95	10	,	,	PUNCT
sc-1152	95	11	thus	thus	ADV
sc-1152	95	12	implementing	implement	VERB
sc-1152	95	13	consistency	consistency	NOUN
sc-1152	95	14	preserving	preserve	VERB
sc-1152	95	15	computational	computational	ADJ
sc-1152	95	16	structures	structure	NOUN
sc-1152	95	17	constitute	constitute	VERB
sc-1152	95	18	a	a	DET
sc-1152	95	19	nascent	nascent	ADJ
sc-1152	95	20	thrust	thrust	NOUN
sc-1152	95	21	domain	domain	NOUN
sc-1152	95	22	for	for	ADP
sc-1152	95	23	the	the	DET
sc-1152	95	24	research	research	PROPN
sc-1152	95	25	&	&	CCONJ
sc-1152	95	26	development	development	NOUN
sc-1152	95	27	sector	sector	NOUN
sc-1152	95	28	.	.	PUNCT
sc-1152	96	1	1.3	1.3	NUM
sc-1152	96	2	privacy	privacy	NOUN
sc-1152	96	3	and	and	CCONJ
sc-1152	96	4	security	security	NOUN
sc-1152	96	5	:	:	PUNCT
sc-1152	96	6	the	the	DET
sc-1152	96	7	woeful	woeful	ADJ
sc-1152	96	8	protection	protection	NOUN
sc-1152	96	9	services	service	NOUN
sc-1152	96	10	of	of	ADP
sc-1152	96	11	current	current	ADJ
sc-1152	96	12	cloud	cloud	NOUN
sc-1152	96	13	deployments	deployment	NOUN
sc-1152	96	14	often	often	ADV
sc-1152	96	15	stimulate	stimulate	VERB
sc-1152	96	16	the	the	DET
sc-1152	96	17	cloud	cloud	NOUN
sc-1152	96	18	vendors	vendor	NOUN
sc-1152	96	19	to	to	PART
sc-1152	96	20	recapitulate	recapitulate	VERB
sc-1152	96	21	their	their	PRON
sc-1152	96	22	security	security	NOUN
sc-1152	96	23	management	management	NOUN
sc-1152	96	24	folks	folk	NOUN
sc-1152	96	25	to	to	PART
sc-1152	96	26	―not	―not	ADV
sc-1152	96	27	be	be	AUX
sc-1152	96	28	evil‖.	evil‖.	NUM
sc-1152	96	29	stern	stern	ADJ
sc-1152	96	30	efforts	effort	NOUN
sc-1152	96	31	are	be	AUX
sc-1152	96	32	in	in	ADP
sc-1152	96	33	progress	progress	NOUN
sc-1152	96	34	across	across	ADP
sc-1152	96	35	the	the	DET
sc-1152	96	36	power	power	NOUN
sc-1152	96	37	system	system	NOUN
sc-1152	96	38	and	and	CCONJ
sc-1152	96	39	transportation	transportation	NOUN
sc-1152	96	40	communities	community	NOUN
sc-1152	96	41	to	to	PART
sc-1152	96	42	come	come	VERB
sc-1152	96	43	up	up	ADP
sc-1152	96	44	with	with	ADP
sc-1152	96	45	sg	sg	PROPN
sc-1152	96	46	cloud	cloud	NOUN
sc-1152	96	47	utilities	utility	NOUN
sc-1152	96	48	and	and	CCONJ
sc-1152	96	49	platforms	platform	NOUN
sc-1152	96	50	leveraged	leverage	VERB
sc-1152	96	51	with	with	ADP
sc-1152	96	52	robust	robust	ADJ
sc-1152	96	53	protective	protective	ADJ
sc-1152	96	54	contrivances	contrivance	NOUN
sc-1152	96	55	where	where	SCONJ
sc-1152	96	56	the	the	DET
sc-1152	96	57	stakeholders	stakeholder	NOUN
sc-1152	96	58	could	could	AUX
sc-1152	96	59	entrust	entrust	VERB
sc-1152	96	60	the	the	DET
sc-1152	96	61	storage	storage	NOUN
sc-1152	96	62	of	of	ADP
sc-1152	96	63	sensitive	sensitive	ADJ
sc-1152	96	64	and	and	CCONJ
sc-1152	96	65	critical	critical	ADJ
sc-1152	96	66	data	datum	NOUN
sc-1152	96	67	even	even	ADV
sc-1152	96	68	under	under	ADP
sc-1152	96	69	concurrent	concurrent	ADJ
sc-1152	96	70	share	share	NOUN
sc-1152	96	71	and	and	CCONJ
sc-1152	96	72	access	access	NOUN
sc-1152	96	73	architectures	architecture	NOUN
sc-1152	96	74	[	[	X
sc-1152	96	75	15	15	NUM
sc-1152	96	76	]	]	PUNCT
sc-1152	96	77	,	,	PUNCT
sc-1152	97	1	[	[	X
sc-1152	97	2	16	16	NUM
sc-1152	97	3	]	]	PUNCT
sc-1152	97	4	.	.	PUNCT
sc-1152	98	1	1.4	1.4	NUM
sc-1152	98	2	highly	highly	ADV
sc-1152	98	3	assured	assure	VERB
sc-1152	98	4	connectivity	connectivity	NOUN
sc-1152	98	5	:	:	PUNCT
sc-1152	98	6	added	add	VERB
sc-1152	98	7	with	with	ADP
sc-1152	98	8	power	power	NOUN
sc-1152	98	9	outages	outage	NOUN
sc-1152	98	10	,	,	PUNCT
sc-1152	98	11	the	the	DET
sc-1152	98	12	smart	smart	ADJ
sc-1152	98	13	grid	grid	NOUN
sc-1152	98	14	consumers	consumer	NOUN
sc-1152	98	15	also	also	ADV
sc-1152	98	16	experience	experience	VERB
sc-1152	98	17	intermittence	intermittence	NOUN
sc-1152	98	18	in	in	ADP
sc-1152	98	19	data	data	NOUN
sc-1152	98	20	connectivity	connectivity	NOUN
sc-1152	98	21	.	.	PUNCT
sc-1152	99	1	projects	project	NOUN
sc-1152	99	2	for	for	ADP
sc-1152	99	3	establishing	establish	VERB
sc-1152	99	4	mechanisms	mechanism	NOUN
sc-1152	99	5	dedicated	dedicate	VERB
sc-1152	99	6	to	to	PART
sc-1152	99	7	support	support	VERB
sc-1152	99	8	secured	secure	VERB
sc-1152	99	9	multipath	multipath	NOUN
sc-1152	99	10	data	datum	NOUN
sc-1152	99	11	routing	routing	NOUN
sc-1152	99	12	from	from	ADP
sc-1152	99	13	user	user	NOUN
sc-1152	99	14	edges	edge	NOUN
sc-1152	99	15	to	to	ADP
sc-1152	99	16	cloud	cloud	NOUN
sc-1152	99	17	services	service	NOUN
sc-1152	99	18	are	be	AUX
sc-1152	99	19	on	on	ADP
sc-1152	99	20	headway	headway	NOUN
sc-1152	99	21	[	[	X
sc-1152	99	22	17],[18	17],[18	NUM
sc-1152	99	23	]	]	PUNCT
sc-1152	99	24	.	.	PUNCT
sc-1152	100	1	critical	critical	ADJ
sc-1152	100	2	components	component	NOUN
sc-1152	100	3	of	of	ADP
sc-1152	100	4	the	the	DET
sc-1152	100	5	future	future	ADJ
sc-1152	100	6	smart	smart	ADJ
sc-1152	100	7	grid	grid	NOUN
sc-1152	100	8	applications	application	NOUN
sc-1152	100	9	demand	demand	VERB
sc-1152	100	10	better	well	ADJ
sc-1152	100	11	quality	quality	NOUN
sc-1152	100	12	of	of	ADP
sc-1152	100	13	service	service	NOUN
sc-1152	100	14	(	(	PUNCT
sc-1152	100	15	qos	qos	PROPN
sc-1152	100	16	)	)	PUNCT
sc-1152	100	17	and	and	CCONJ
sc-1152	100	18	quality	quality	NOUN
sc-1152	100	19	of	of	ADP
sc-1152	100	20	experience	experience	NOUN
sc-1152	100	21	(	(	PUNCT
sc-1152	100	22	qoe	qoe	NOUN
sc-1152	100	23	)	)	PUNCT
sc-1152	100	24	from	from	ADP
sc-1152	100	25	the	the	DET
sc-1152	100	26	data	datum	NOUN
sc-1152	100	27	routing	route	VERB
sc-1152	100	28	backbone	backbone	NOUN
sc-1152	100	29	that	that	PRON
sc-1152	100	30	underlie	underlie	VERB
sc-1152	100	31	the	the	DET
sc-1152	100	32	cloud	cloud	NOUN
sc-1152	100	33	-	-	PUNCT
sc-1152	100	34	hosted	host	VERB
sc-1152	100	35	utilities	utility	NOUN
sc-1152	100	36	.	.	PUNCT
sc-1152	101	1	3	3	NUM
sc-1152	101	2	computational	computational	ADJ
sc-1152	101	3	viability	viability	NOUN
sc-1152	101	4	of	of	ADP
sc-1152	101	5	fog	fog	NOUN
sc-1152	101	6	methodologies	methodology	NOUN
sc-1152	101	7	in	in	ADP
sc-1152	101	8	iot	iot	PROPN
sc-1152	101	9	enabled	enable	VERB
sc-1152	101	10	smart	smart	ADJ
sc-1152	101	11	city	city	NOUN
sc-1152	101	12	architectures	architecture	NOUN
sc-1152	101	13	-	-	PUNCT
sc-1152	101	14	a	a	DET
sc-1152	101	15	smart	smart	ADJ
sc-1152	101	16	grid	grid	NOUN
sc-1152	101	17	case	case	NOUN
sc-1152	101	18	study	study	NOUN
sc-1152	101	19	eai	eai	PROPN
sc-1152	101	20	endorsed	endorse	VERB
sc-1152	101	21	transactions	transaction	NOUN
sc-1152	101	22	on	on	ADP
sc-1152	101	23	smart	smart	ADJ
sc-1152	101	24	cities	city	NOUN
sc-1152	101	25	12	12	NUM
sc-1152	101	26	2017	2017	NUM
sc-1152	101	27	02	02	NUM
sc-1152	101	28	2018	2018	NUM
sc-1152	101	29	|	|	ADV
sc-1152	101	30	volume	volume	NOUN
sc-1152	101	31	2	2	NUM
sc-1152	101	32	|	|	ADV
sc-1152	101	33	issue	issue	VERB
sc-1152	101	34	7	7	NUM
sc-1152	101	35	|	|	NOUN
sc-1152	101	36	e3	e3	VERB
sc-1152	101	37	figure	figure	NOUN
sc-1152	101	38	1	1	NUM
sc-1152	101	39	:	:	PUNCT
sc-1152	101	40	topology	topology	NOUN
sc-1152	101	41	of	of	ADP
sc-1152	101	42	fog	fog	NOUN
sc-1152	101	43	computing	computing	NOUN
sc-1152	101	44	paradigm	paradigm	NOUN
sc-1152	101	45	in	in	ADP
sc-1152	101	46	a	a	DET
sc-1152	101	47	smart	smart	ADJ
sc-1152	101	48	grid	grid	NOUN
sc-1152	101	49	1.5	1.5	NUM
sc-1152	101	50	need	need	NOUN
sc-1152	101	51	for	for	ADP
sc-1152	101	52	risk	risk	NOUN
sc-1152	101	53	management	management	NOUN
sc-1152	101	54	modules	module	NOUN
sc-1152	101	55	:	:	PUNCT
sc-1152	101	56	switching	switch	VERB
sc-1152	101	57	from	from	ADP
sc-1152	101	58	traditional	traditional	ADJ
sc-1152	101	59	power	power	NOUN
sc-1152	101	60	grid	grid	NOUN
sc-1152	101	61	to	to	ADP
sc-1152	101	62	multi	multi	ADJ
sc-1152	101	63	-	-	VERB
sc-1152	101	64	tenant	tenant	ADJ
sc-1152	101	65	sg	sg	NOUN
sc-1152	101	66	subsystems	subsystem	NOUN
sc-1152	101	67	introduce	introduce	VERB
sc-1152	101	68	substantial	substantial	ADJ
sc-1152	101	69	risks	risk	NOUN
sc-1152	101	70	to	to	ADP
sc-1152	101	71	power	power	NOUN
sc-1152	101	72	sector	sector	NOUN
sc-1152	101	73	,	,	PUNCT
sc-1152	101	74	an	an	DET
sc-1152	101	75	issue	issue	NOUN
sc-1152	101	76	that	that	PRON
sc-1152	101	77	need	need	VERB
sc-1152	101	78	to	to	PART
sc-1152	101	79	get	get	AUX
sc-1152	101	80	fixed	fix	VERB
sc-1152	101	81	in	in	ADP
sc-1152	101	82	inception	inception	ADJ
sc-1152	101	83	phase	phase	NOUN
sc-1152	101	84	.	.	PUNCT
sc-1152	102	1	the	the	DET
sc-1152	102	2	penetration	penetration	NOUN
sc-1152	102	3	of	of	ADP
sc-1152	102	4	autonomous	autonomous	ADJ
sc-1152	102	5	evs	evs	NOUN
sc-1152	102	6	into	into	ADP
sc-1152	102	7	modern	modern	ADJ
sc-1152	102	8	road	road	NOUN
sc-1152	102	9	transport	transport	NOUN
sc-1152	102	10	manifolds	manifold	VERB
sc-1152	102	11	such	such	ADJ
sc-1152	102	12	concerns	concern	NOUN
sc-1152	102	13	.	.	PUNCT
sc-1152	103	1	the	the	DET
sc-1152	103	2	evs	evs	NOUN
sc-1152	103	3	are	be	AUX
sc-1152	103	4	becoming	become	VERB
sc-1152	103	5	a	a	DET
sc-1152	103	6	basin	basin	NOUN
sc-1152	103	7	for	for	ADP
sc-1152	103	8	multidimensional	multidimensional	ADJ
sc-1152	103	9	data	datum	NOUN
sc-1152	103	10	production	production	NOUN
sc-1152	103	11	,	,	PUNCT
sc-1152	103	12	an	an	DET
sc-1152	103	13	asset	asset	NOUN
sc-1152	103	14	if	if	SCONJ
sc-1152	103	15	mishandled	mishandle	VERB
sc-1152	103	16	,	,	PUNCT
sc-1152	103	17	may	may	AUX
sc-1152	103	18	befool	befool	VERB
sc-1152	103	19	the	the	DET
sc-1152	103	20	execution	execution	NOUN
sc-1152	103	21	of	of	ADP
sc-1152	103	22	whole	whole	ADJ
sc-1152	103	23	systems	system	NOUN
sc-1152	103	24	.	.	PUNCT
sc-1152	104	1	moreover	moreover	ADV
sc-1152	104	2	,	,	PUNCT
sc-1152	104	3	the	the	DET
sc-1152	104	4	data	datum	NOUN
sc-1152	104	5	generated	generate	VERB
sc-1152	104	6	due	due	ADP
sc-1152	104	7	to	to	ADP
sc-1152	104	8	cloud	cloud	NOUN
sc-1152	104	9	-	-	PUNCT
sc-1152	104	10	iot	iot	NOUN
sc-1152	104	11	integrated	integrate	VERB
sc-1152	104	12	transportation	transportation	NOUN
sc-1152	104	13	telematics	telematic	NOUN
sc-1152	104	14	coupled	couple	VERB
sc-1152	104	15	with	with	ADP
sc-1152	104	16	advanced	advanced	ADJ
sc-1152	104	17	metering	metering	NOUN
sc-1152	104	18	infrastructures	infrastructure	NOUN
sc-1152	104	19	(	(	PUNCT
sc-1152	104	20	ami	ami	NOUN
sc-1152	104	21	)	)	PUNCT
sc-1152	104	22	can	can	AUX
sc-1152	104	23	prove	prove	VERB
sc-1152	104	24	to	to	PART
sc-1152	104	25	be	be	AUX
sc-1152	104	26	harmful	harmful	ADJ
sc-1152	104	27	to	to	ADP
sc-1152	104	28	its	its	PRON
sc-1152	104	29	stakeholders	stakeholder	NOUN
sc-1152	104	30	,	,	PUNCT
sc-1152	104	31	specifically	specifically	ADV
sc-1152	104	32	for	for	ADP
sc-1152	104	33	privacy	privacy	NOUN
sc-1152	104	34	and	and	CCONJ
sc-1152	104	35	security	security	NOUN
sc-1152	104	36	[	[	X
sc-1152	104	37	19	19	NUM
sc-1152	104	38	]	]	PUNCT
sc-1152	104	39	.	.	PUNCT
sc-1152	105	1	thus	thus	ADV
sc-1152	105	2	,	,	PUNCT
sc-1152	105	3	it	it	PRON
sc-1152	105	4	’s	’	VERB
sc-1152	105	5	an	an	DET
sc-1152	105	6	earnest	earnest	ADJ
sc-1152	105	7	need	need	NOUN
sc-1152	105	8	for	for	SCONJ
sc-1152	105	9	the	the	DET
sc-1152	105	10	stakeholders	stakeholder	NOUN
sc-1152	105	11	to	to	PART
sc-1152	105	12	be	be	AUX
sc-1152	105	13	assured	assure	VERB
sc-1152	105	14	with	with	ADP
sc-1152	105	15	stringent	stringent	ADJ
sc-1152	105	16	protection	protection	NOUN
sc-1152	105	17	protocols	protocol	NOUN
sc-1152	105	18	and	and	CCONJ
sc-1152	105	19	be	be	AUX
sc-1152	105	20	inert	inert	ADJ
sc-1152	105	21	from	from	ADP
sc-1152	105	22	the	the	DET
sc-1152	105	23	vulnerabilities	vulnerability	NOUN
sc-1152	105	24	.	.	PUNCT
sc-1152	106	1	such	such	ADJ
sc-1152	106	2	scenario	scenario	NOUN
sc-1152	106	3	necessitates	necessitate	VERB
sc-1152	106	4	incorporating	incorporate	VERB
sc-1152	106	5	robust	robust	ADJ
sc-1152	106	6	risk	risk	NOUN
sc-1152	106	7	analysis	analysis	NOUN
sc-1152	106	8	procedures	procedure	NOUN
sc-1152	106	9	that	that	PRON
sc-1152	106	10	will	will	AUX
sc-1152	106	11	evaluate	evaluate	VERB
sc-1152	106	12	and	and	CCONJ
sc-1152	106	13	quantify	quantify	VERB
sc-1152	106	14	the	the	DET
sc-1152	106	15	computational	computational	ADJ
sc-1152	106	16	and	and	CCONJ
sc-1152	106	17	business	business	NOUN
sc-1152	106	18	risks	risk	NOUN
sc-1152	106	19	that	that	PRON
sc-1152	106	20	persist	persist	VERB
sc-1152	106	21	in	in	ADP
sc-1152	106	22	such	such	ADJ
sc-1152	106	23	critical	critical	ADJ
sc-1152	106	24	infrastructures	infrastructure	NOUN
sc-1152	106	25	[	[	X
sc-1152	106	26	20	20	NUM
sc-1152	106	27	]	]	PUNCT
sc-1152	106	28	.	.	PUNCT
sc-1152	107	1	selection	selection	NOUN
sc-1152	107	2	followed	follow	VERB
sc-1152	107	3	by	by	ADP
sc-1152	107	4	implementation	implementation	NOUN
sc-1152	107	5	of	of	ADP
sc-1152	107	6	proper	proper	ADJ
sc-1152	107	7	risk	risk	NOUN
sc-1152	107	8	analysis	analysis	NOUN
sc-1152	107	9	paradigms	paradigm	VERB
sc-1152	107	10	is	be	AUX
sc-1152	107	11	itself	itself	PRON
sc-1152	107	12	a	a	DET
sc-1152	107	13	full	full	ADV
sc-1152	107	14	-	-	PUNCT
sc-1152	107	15	fledged	fledged	ADJ
sc-1152	107	16	realm	realm	NOUN
sc-1152	107	17	to	to	PART
sc-1152	107	18	dwell	dwell	VERB
sc-1152	107	19	on	on	ADP
sc-1152	107	20	.	.	PUNCT
sc-1152	108	1	risks	risk	NOUN
sc-1152	108	2	perceived	perceive	VERB
sc-1152	108	3	to	to	PART
sc-1152	108	4	be	be	AUX
sc-1152	108	5	minor	minor	ADJ
sc-1152	108	6	in	in	ADP
sc-1152	108	7	inception	inception	ADJ
sc-1152	108	8	phase	phase	NOUN
sc-1152	108	9	,	,	PUNCT
sc-1152	108	10	later	later	ADV
sc-1152	108	11	elicits	elicit	VERB
sc-1152	108	12	tougher	tough	ADJ
sc-1152	108	13	public	public	ADJ
sc-1152	108	14	concerns	concern	NOUN
sc-1152	108	15	.	.	PUNCT
sc-1152	109	1	though	though	SCONJ
sc-1152	109	2	the	the	DET
sc-1152	109	3	―pay	―pay	NOUN
sc-1152	109	4	-	-	PUNCT
sc-1152	109	5	for	for	ADP
sc-1152	109	6	-	-	PUNCT
sc-1152	109	7	usage‖	usage‖	ADJ
sc-1152	109	8	protocols	protocol	NOUN
sc-1152	109	9	of	of	ADP
sc-1152	109	10	cloud	cloud	NOUN
sc-1152	109	11	computing	computing	NOUN
sc-1152	109	12	business	business	NOUN
sc-1152	109	13	models	model	NOUN
sc-1152	109	14	are	be	AUX
sc-1152	109	15	efficient	efficient	ADJ
sc-1152	109	16	in	in	ADP
sc-1152	109	17	satisfying	satisfy	VERB
sc-1152	109	18	the	the	DET
sc-1152	109	19	bulky	bulky	ADJ
sc-1152	109	20	analytics	analytic	NOUN
sc-1152	109	21	and	and	CCONJ
sc-1152	109	22	computational	computational	ADJ
sc-1152	109	23	tasks	task	NOUN
sc-1152	109	24	,	,	PUNCT
sc-1152	109	25	the	the	DET
sc-1152	109	26	bliss	bliss	NOUN
sc-1152	109	27	transforms	transform	VERB
sc-1152	109	28	into	into	ADP
sc-1152	109	29	worries	worry	NOUN
sc-1152	109	30	when	when	SCONJ
sc-1152	109	31	the	the	DET
sc-1152	109	32	applications	application	NOUN
sc-1152	109	33	demand	demand	VERB
sc-1152	109	34	null	null	ADJ
sc-1152	109	35	-	-	PUNCT
sc-1152	109	36	latency	latency	NOUN
sc-1152	109	37	services	service	NOUN
sc-1152	109	38	and	and	CCONJ
sc-1152	109	39	when	when	SCONJ
sc-1152	109	40	the	the	DET
sc-1152	109	41	data	data	NOUN
sc-1152	109	42	stream	stream	NOUN
sc-1152	109	43	chokes	choke	VERB
sc-1152	109	44	the	the	DET
sc-1152	109	45	bandwidth	bandwidth	NOUN
sc-1152	109	46	restricted	restrict	VERB
sc-1152	109	47	communication	communication	NOUN
sc-1152	109	48	buses	bus	NOUN
sc-1152	109	49	[	[	X
sc-1152	109	50	21	21	NUM
sc-1152	109	51	]	]	PUNCT
sc-1152	109	52	.	.	PUNCT
sc-1152	110	1	the	the	DET
sc-1152	110	2	emerging	emerge	VERB
sc-1152	110	3	wave	wave	NOUN
sc-1152	110	4	iot	iot	PROPN
sc-1152	110	5	based	base	VERB
sc-1152	110	6	transportation	transportation	NOUN
sc-1152	110	7	telematics	telematic	NOUN
sc-1152	110	8	can	can	AUX
sc-1152	110	9	prove	prove	VERB
sc-1152	110	10	potentially	potentially	ADV
sc-1152	110	11	astonishing	astonishing	ADJ
sc-1152	110	12	in	in	ADP
sc-1152	110	13	fulfilling	fulfil	VERB
sc-1152	110	14	the	the	DET
sc-1152	110	15	mobility	mobility	NOUN
sc-1152	110	16	requirements	requirement	NOUN
sc-1152	110	17	of	of	ADP
sc-1152	110	18	contemporary	contemporary	ADJ
sc-1152	110	19	smart	smart	ADJ
sc-1152	110	20	grid	grid	NOUN
sc-1152	110	21	architectures	architecture	NOUN
sc-1152	110	22	[	[	X
sc-1152	110	23	21	21	NUM
sc-1152	110	24	]	]	PUNCT
sc-1152	110	25	,	,	PUNCT
sc-1152	110	26	[	[	X
sc-1152	110	27	22	22	NUM
sc-1152	110	28	]	]	PUNCT
sc-1152	110	29	.	.	PUNCT
sc-1152	111	1	motivated	motivate	VERB
sc-1152	111	2	by	by	ADP
sc-1152	111	3	the	the	DET
sc-1152	111	4	above	above	ADJ
sc-1152	111	5	mentioned	mention	VERB
sc-1152	111	6	mission	mission	NOUN
sc-1152	111	7	critical	critical	ADJ
sc-1152	111	8	smart	smart	ADJ
sc-1152	111	9	grid	grid	NOUN
sc-1152	111	10	requirements	requirement	NOUN
sc-1152	111	11	,	,	PUNCT
sc-1152	111	12	the	the	DET
sc-1152	111	13	pitfalls	pitfall	NOUN
sc-1152	111	14	associated	associate	VERB
sc-1152	111	15	with	with	ADP
sc-1152	111	16	current	current	ADJ
sc-1152	111	17	cloud	cloud	NOUN
sc-1152	111	18	computing	compute	VERB
sc-1152	111	19	infrastructures	infrastructure	NOUN
sc-1152	111	20	to	to	PART
sc-1152	111	21	meet	meet	VERB
sc-1152	111	22	such	such	ADJ
sc-1152	111	23	needs	need	NOUN
sc-1152	111	24	,	,	PUNCT
sc-1152	111	25	and	and	CCONJ
sc-1152	111	26	having	have	VERB
sc-1152	111	27	the	the	DET
sc-1152	111	28	assumption	assumption	NOUN
sc-1152	111	29	that	that	SCONJ
sc-1152	111	30	the	the	DET
sc-1152	111	31	smart	smart	ADJ
sc-1152	111	32	grid	grid	NOUN
sc-1152	111	33	community	community	NOUN
sc-1152	111	34	is	be	AUX
sc-1152	111	35	not	not	PART
sc-1152	111	36	in	in	ADP
sc-1152	111	37	a	a	DET
sc-1152	111	38	position	position	NOUN
sc-1152	111	39	to	to	PART
sc-1152	111	40	reinvent	reinvent	VERB
sc-1152	111	41	a	a	DET
sc-1152	111	42	remotely	remotely	ADV
sc-1152	111	43	owned	own	VERB
sc-1152	111	44	internet	internet	NOUN
sc-1152	111	45	infrastructure	infrastructure	NOUN
sc-1152	111	46	or	or	CCONJ
sc-1152	111	47	to	to	PART
sc-1152	111	48	develop	develop	VERB
sc-1152	111	49	computing	computing	NOUN
sc-1152	111	50	platforms	platform	NOUN
sc-1152	111	51	and	and	CCONJ
sc-1152	111	52	elements	element	NOUN
sc-1152	111	53	from	from	ADP
sc-1152	111	54	scratch	scratch	NOUN
sc-1152	111	55	,	,	PUNCT
sc-1152	111	56	this	this	DET
sc-1152	111	57	work	work	NOUN
sc-1152	111	58	presents	present	VERB
sc-1152	111	59	a	a	DET
sc-1152	111	60	fog	fog	NOUN
sc-1152	111	61	computing	computing	NOUN
sc-1152	111	62	framework	framework	NOUN
sc-1152	111	63	whose	whose	DET
sc-1152	111	64	principle	principle	NOUN
sc-1152	111	65	underlie	underlie	ADJ
sc-1152	111	66	on	on	ADP
sc-1152	111	67	offloading	offload	VERB
sc-1152	111	68	the	the	DET
sc-1152	111	69	time	time	NOUN
sc-1152	111	70	and	and	CCONJ
sc-1152	111	71	resource	resource	NOUN
sc-1152	111	72	critical	critical	ADJ
sc-1152	111	73	operations	operation	NOUN
sc-1152	111	74	from	from	ADP
sc-1152	111	75	core	core	NOUN
sc-1152	111	76	to	to	ADP
sc-1152	111	77	edge	edge	VERB
sc-1152	111	78	.	.	PUNCT
sc-1152	112	1	the	the	DET
sc-1152	112	2	argument	argument	NOUN
sc-1152	112	3	here	here	ADV
sc-1152	112	4	is	be	AUX
sc-1152	112	5	not	not	PART
sc-1152	112	6	to	to	PART
sc-1152	112	7	cannibalize	cannibalize	VERB
sc-1152	112	8	the	the	DET
sc-1152	112	9	existing	exist	VERB
sc-1152	112	10	cloud	cloud	NOUN
sc-1152	112	11	support	support	NOUN
sc-1152	112	12	for	for	ADP
sc-1152	112	13	sg	sg	PROPN
sc-1152	112	14	,	,	PUNCT
sc-1152	112	15	but	but	CCONJ
sc-1152	112	16	to	to	PART
sc-1152	112	17	comprehend	comprehend	VERB
sc-1152	112	18	the	the	DET
sc-1152	112	19	applicability	applicability	NOUN
sc-1152	112	20	of	of	ADP
sc-1152	112	21	fog	fog	PROPN
sc-1152	112	22	computing	compute	VERB
sc-1152	112	23	algorithms	algorithm	NOUN
sc-1152	112	24	to	to	PART
sc-1152	112	25	interplay	interplay	VERB
sc-1152	112	26	with	with	ADP
sc-1152	112	27	the	the	DET
sc-1152	112	28	core	core	NOUN
sc-1152	112	29	centred	centre	VERB
sc-1152	112	30	cloud	cloud	NOUN
sc-1152	112	31	computing	computing	NOUN
sc-1152	112	32	support	support	NOUN
sc-1152	112	33	leveraged	leverage	VERB
sc-1152	112	34	with	with	ADP
sc-1152	112	35	a	a	DET
sc-1152	112	36	new	new	ADJ
sc-1152	112	37	breed	breed	NOUN
sc-1152	112	38	of	of	ADP
sc-1152	112	39	real	real	ADJ
sc-1152	112	40	-	-	PUNCT
sc-1152	112	41	time	time	NOUN
sc-1152	112	42	and	and	CCONJ
sc-1152	112	43	latency	latency	NOUN
sc-1152	112	44	free	free	ADJ
sc-1152	112	45	utilities	utility	NOUN
sc-1152	112	46	.	.	PUNCT
sc-1152	113	1	3	3	X
sc-1152	113	2	.	.	X
sc-1152	113	3	fog	fog	NOUN
sc-1152	113	4	computing	compute	VERB
sc-1152	113	5	architecture	architecture	NOUN
sc-1152	113	6	for	for	ADP
sc-1152	113	7	smart	smart	ADJ
sc-1152	113	8	grid	grid	NOUN
sc-1152	113	9	this	this	DET
sc-1152	113	10	section	section	NOUN
sc-1152	113	11	presents	present	VERB
sc-1152	113	12	a	a	DET
sc-1152	113	13	three	three	NUM
sc-1152	113	14	schema	schema	NOUN
sc-1152	113	15	computing	compute	VERB
sc-1152	113	16	architecture	architecture	NOUN
sc-1152	113	17	where	where	SCONJ
sc-1152	113	18	the	the	DET
sc-1152	113	19	significant	significant	ADJ
sc-1152	113	20	portions	portion	NOUN
sc-1152	113	21	of	of	ADP
sc-1152	113	22	smart	smart	ADJ
sc-1152	113	23	grid	grid	NOUN
sc-1152	113	24	control	control	NOUN
sc-1152	113	25	and	and	CCONJ
sc-1152	113	26	computations	computation	NOUN
sc-1152	113	27	are	be	AUX
sc-1152	113	28	non	non	ADJ
sc-1152	113	29	-	-	ADJ
sc-1152	113	30	trivially	trivially	ADV
sc-1152	113	31	hybridized	hybridize	VERB
sc-1152	113	32	alongside	alongside	ADP
sc-1152	113	33	the	the	DET
sc-1152	113	34	cloud	cloud	NOUN
sc-1152	113	35	computing	computing	NOUN
sc-1152	113	36	support	support	NOUN
sc-1152	113	37	.	.	PUNCT
sc-1152	114	1	the	the	DET
sc-1152	114	2	objective	objective	NOUN
sc-1152	114	3	is	be	AUX
sc-1152	114	4	to	to	PART
sc-1152	114	5	overcome	overcome	VERB
sc-1152	114	6	the	the	DET
sc-1152	114	7	disruption	disruption	NOUN
sc-1152	114	8	caused	cause	VERB
sc-1152	114	9	by	by	ADP
sc-1152	114	10	the	the	DET
sc-1152	114	11	development	development	NOUN
sc-1152	114	12	of	of	ADP
sc-1152	114	13	iot	iot	ADJ
sc-1152	114	14	utilities	utility	NOUN
sc-1152	114	15	where	where	SCONJ
sc-1152	114	16	the	the	DET
sc-1152	114	17	control	control	NOUN
sc-1152	114	18	,	,	PUNCT
sc-1152	114	19	storage	storage	NOUN
sc-1152	114	20	,	,	PUNCT
sc-1152	114	21	networking	networking	NOUN
sc-1152	114	22	and	and	CCONJ
sc-1152	114	23	computational	computational	ADJ
sc-1152	114	24	needs	need	NOUN
sc-1152	114	25	are	be	AUX
sc-1152	114	26	actively	actively	ADV
sc-1152	114	27	proliferated	proliferate	VERB
sc-1152	114	28	across	across	ADP
sc-1152	114	29	the	the	DET
sc-1152	114	30	edges	edge	NOUN
sc-1152	114	31	or	or	CCONJ
sc-1152	114	32	end	end	NOUN
sc-1152	114	33	-	-	PUNCT
sc-1152	114	34	points	point	NOUN
sc-1152	114	35	.	.	PUNCT
sc-1152	115	1	the	the	DET
sc-1152	115	2	lowermost	lowermost	ADJ
sc-1152	115	3	schema	schema	NOUN
sc-1152	115	4	namely	namely	ADV
sc-1152	115	5	physical	physical	ADJ
sc-1152	115	6	schema	schema	NOUN
sc-1152	115	7	or	or	CCONJ
sc-1152	115	8	data	datum	NOUN
sc-1152	115	9	generator	generator	NOUN
sc-1152	115	10	layer	layer	NOUN
sc-1152	115	11	primarily	primarily	ADV
sc-1152	115	12	comprises	comprise	VERB
sc-1152	115	13	of	of	ADP
sc-1152	115	14	a	a	DET
sc-1152	115	15	wide	wide	ADJ
sc-1152	115	16	range	range	NOUN
sc-1152	115	17	of	of	ADP
sc-1152	115	18	smart	smart	ADJ
sc-1152	115	19	iot	iot	NOUN
sc-1152	115	20	enabled	enable	VERB
sc-1152	115	21	devices	device	NOUN
sc-1152	115	22	which	which	PRON
sc-1152	115	23	come	come	VERB
sc-1152	115	24	within	within	ADP
sc-1152	115	25	the	the	DET
sc-1152	115	26	sg	sg	PROPN
sc-1152	115	27	domain	domain	NOUN
sc-1152	115	28	.	.	PUNCT
sc-1152	116	1	for	for	ADP
sc-1152	116	2	simplicity	simplicity	NOUN
sc-1152	116	3	,	,	PUNCT
sc-1152	116	4	the	the	DET
sc-1152	116	5	entities	entity	NOUN
sc-1152	116	6	are	be	AUX
sc-1152	116	7	abstracted	abstract	VERB
sc-1152	116	8	into	into	ADP
sc-1152	116	9	logical	logical	ADJ
sc-1152	116	10	clusters	cluster	NOUN
sc-1152	116	11	of	of	ADP
sc-1152	116	12	applications	application	NOUN
sc-1152	116	13	,	,	PUNCT
sc-1152	116	14	directly	directly	ADV
sc-1152	116	15	or	or	CCONJ
sc-1152	116	16	indirectly	indirectly	ADV
sc-1152	116	17	influenced	influence	VERB
sc-1152	116	18	by	by	ADP
sc-1152	116	19	the	the	DET
sc-1152	116	20	expediency	expediency	NOUN
sc-1152	116	21	of	of	ADP
sc-1152	116	22	sg	sg	PROPN
sc-1152	116	23	operations	operation	NOUN
sc-1152	116	24	.	.	PUNCT
sc-1152	117	1	the	the	DET
sc-1152	117	2	first	first	ADJ
sc-1152	117	3	cluster	cluster	NOUN
sc-1152	117	4	(	(	PUNCT
sc-1152	117	5	c1	c1	NOUN
sc-1152	117	6	)	)	PUNCT
sc-1152	117	7	represents	represent	VERB
sc-1152	117	8	vehicular	vehicular	ADJ
sc-1152	117	9	applications	application	NOUN
sc-1152	117	10	where	where	SCONJ
sc-1152	117	11	the	the	DET
sc-1152	117	12	intelligent	intelligent	ADJ
sc-1152	117	13	vehicles	vehicle	NOUN
sc-1152	117	14	are	be	AUX
sc-1152	117	15	arranged	arrange	VERB
sc-1152	117	16	to	to	PART
sc-1152	117	17	form	form	VERB
sc-1152	117	18	vehicular	vehicular	ADJ
sc-1152	117	19	fogs	fog	NOUN
sc-1152	117	20	.	.	PUNCT
sc-1152	118	1	the	the	DET
sc-1152	118	2	existing	exist	VERB
sc-1152	118	3	transportation	transportation	NOUN
sc-1152	118	4	telematics	telematic	NOUN
sc-1152	118	5	support	support	VERB
sc-1152	118	6	such	such	ADJ
sc-1152	118	7	as	as	ADP
sc-1152	118	8	cellular	cellular	ADJ
sc-1152	118	9	telephony	telephony	NOUN
sc-1152	118	10	,	,	PUNCT
sc-1152	118	11	on	on	ADP
sc-1152	118	12	-	-	PUNCT
sc-1152	118	13	board	board	NOUN
sc-1152	118	14	sensors	sensor	NOUN
sc-1152	118	15	(	(	PUNCT
sc-1152	118	16	obs	obs	PROPN
sc-1152	118	17	)	)	PUNCT
sc-1152	118	18	,	,	PUNCT
sc-1152	118	19	roadside	roadside	NOUN
sc-1152	118	20	units	unit	NOUN
sc-1152	118	21	(	(	PUNCT
sc-1152	118	22	rsu	rsu	NOUN
sc-1152	118	23	)	)	PUNCT
sc-1152	118	24	,	,	PUNCT
sc-1152	118	25	and	and	CCONJ
sc-1152	118	26	smart	smart	ADJ
sc-1152	118	27	wearable	wearable	ADJ
sc-1152	118	28	devices	device	NOUN
sc-1152	118	29	will	will	AUX
sc-1152	118	30	uncover	uncover	VERB
sc-1152	118	31	the	the	DET
sc-1152	118	32	computational	computational	ADJ
sc-1152	118	33	as	as	ADV
sc-1152	118	34	well	well	ADV
sc-1152	118	35	as	as	ADP
sc-1152	118	36	networking	network	VERB
sc-1152	118	37	capabilities	capability	NOUN
sc-1152	118	38	latent	latent	NOUN
sc-1152	118	39	in	in	ADP
sc-1152	118	40	the	the	DET
sc-1152	118	41	underutilized	underutilize	VERB
sc-1152	118	42	vehicular	vehicular	ADJ
sc-1152	118	43	resources	resource	NOUN
sc-1152	118	44	.	.	PUNCT
sc-1152	119	1	the	the	DET
sc-1152	119	2	notion	notion	NOUN
sc-1152	119	3	is	be	AUX
sc-1152	119	4	to	to	PART
sc-1152	119	5	employ	employ	VERB
sc-1152	119	6	the	the	DET
sc-1152	119	7	underutilized	underutilize	VERB
sc-1152	119	8	vehicular	vehicular	ADJ
sc-1152	119	9	resources	resource	NOUN
sc-1152	119	10	into	into	ADP
sc-1152	119	11	4	4	NUM
sc-1152	119	12	md	md	PROPN
sc-1152	119	13	.	.	PUNCT
sc-1152	120	1	muzakkir	muzakkir	PROPN
sc-1152	120	2	hussain	hussain	PROPN
sc-1152	120	3	et	et	PROPN
sc-1152	120	4	al	al	PROPN
sc-1152	120	5	.	.	PUNCT
sc-1152	121	1	eai	eai	PROPN
sc-1152	121	2	endorsed	endorse	VERB
sc-1152	121	3	transactions	transaction	NOUN
sc-1152	121	4	on	on	ADP
sc-1152	121	5	smart	smart	ADJ
sc-1152	121	6	cities	city	NOUN
sc-1152	121	7	12	12	NUM
sc-1152	121	8	2017	2017	NUM
sc-1152	121	9	02	02	NUM
sc-1152	121	10	2018	2018	NUM
sc-1152	121	11	|	|	ADV
sc-1152	121	12	volume	volume	NOUN
sc-1152	121	13	2	2	NUM
sc-1152	121	14	|	|	ADV
sc-1152	121	15	issue	issue	VERB
sc-1152	121	16	7	7	NUM
sc-1152	121	17	|	|	ADV
sc-1152	121	18	e3	e3	VERB
sc-1152	121	19	communicational	communicational	ADJ
sc-1152	121	20	and	and	CCONJ
sc-1152	121	21	analytics	analytic	NOUN
sc-1152	121	22	use	use	NOUN
sc-1152	121	23	,	,	PUNCT
sc-1152	121	24	where	where	SCONJ
sc-1152	121	25	a	a	DET
sc-1152	121	26	collaborative	collaborative	ADJ
sc-1152	121	27	multitude	multitude	NOUN
sc-1152	121	28	of	of	ADP
sc-1152	121	29	end	end	NOUN
sc-1152	121	30	-	-	PUNCT
sc-1152	121	31	user	user	NOUN
sc-1152	121	32	clients	client	NOUN
sc-1152	121	33	or	or	CCONJ
sc-1152	121	34	near	near	ADJ
sc-1152	121	35	-	-	PUNCT
sc-1152	121	36	user	user	NOUN
sc-1152	121	37	edge	edge	NOUN
sc-1152	121	38	devices	device	NOUN
sc-1152	121	39	carry	carry	VERB
sc-1152	121	40	out	out	ADP
sc-1152	121	41	communication	communication	NOUN
sc-1152	121	42	and	and	CCONJ
sc-1152	121	43	computation	computation	NOUN
sc-1152	121	44	,	,	PUNCT
sc-1152	121	45	based	base	VERB
sc-1152	121	46	on	on	ADP
sc-1152	121	47	better	well	ADJ
sc-1152	121	48	utilization	utilization	NOUN
sc-1152	121	49	of	of	ADP
sc-1152	121	50	individual	individual	ADJ
sc-1152	121	51	storage	storage	NOUN
sc-1152	121	52	,	,	PUNCT
sc-1152	121	53	communication	communication	NOUN
sc-1152	121	54	and	and	CCONJ
sc-1152	121	55	computational	computational	ADJ
sc-1152	121	56	resources	resource	NOUN
sc-1152	121	57	of	of	ADP
sc-1152	121	58	each	each	DET
sc-1152	121	59	vehicle	vehicle	NOUN
sc-1152	122	1	[	[	X
sc-1152	122	2	5	5	NUM
sc-1152	122	3	]	]	PUNCT
sc-1152	122	4	.	.	PUNCT
sc-1152	123	1	similarly	similarly	ADV
sc-1152	123	2	,	,	PUNCT
sc-1152	123	3	similar	similar	ADJ
sc-1152	123	4	presence	presence	NOUN
sc-1152	123	5	of	of	ADP
sc-1152	123	6	clusters	cluster	NOUN
sc-1152	123	7	(	(	PUNCT
sc-1152	123	8	c2	c2	PROPN
sc-1152	123	9	)	)	PUNCT
sc-1152	123	10	could	could	AUX
sc-1152	123	11	also	also	ADV
sc-1152	123	12	be	be	AUX
sc-1152	123	13	traced	trace	VERB
sc-1152	123	14	in	in	ADP
sc-1152	123	15	smart	smart	ADJ
sc-1152	123	16	home	home	NOUN
sc-1152	123	17	networks	network	NOUN
sc-1152	123	18	that	that	PRON
sc-1152	123	19	have	have	VERB
sc-1152	123	20	a	a	DET
sc-1152	123	21	noteworthy	noteworthy	ADJ
sc-1152	123	22	contribution	contribution	NOUN
sc-1152	123	23	in	in	ADP
sc-1152	123	24	consistent	consistent	ADJ
sc-1152	123	25	operations	operation	NOUN
sc-1152	123	26	of	of	ADP
sc-1152	123	27	the	the	DET
sc-1152	123	28	backend	backend	NOUN
sc-1152	123	29	sg	sg	PROPN
sc-1152	123	30	support	support	NOUN
sc-1152	123	31	.	.	PUNCT
sc-1152	124	1	the	the	DET
sc-1152	124	2	intelligent	intelligent	ADJ
sc-1152	124	3	iot	iot	NOUN
sc-1152	124	4	equipped	equip	VERB
sc-1152	124	5	home	home	NOUN
sc-1152	124	6	gadgets	gadget	NOUN
sc-1152	124	7	such	such	ADJ
sc-1152	124	8	as	as	ADP
sc-1152	124	9	washing	washing	NOUN
sc-1152	124	10	machines	machine	NOUN
sc-1152	124	11	,	,	PUNCT
sc-1152	124	12	ac	ac	PROPN
sc-1152	124	13	,	,	PUNCT
sc-1152	124	14	freezes	freeze	NOUN
sc-1152	124	15	,	,	PUNCT
sc-1152	124	16	parking	parking	NOUN
sc-1152	124	17	lots	lot	NOUN
sc-1152	124	18	,	,	PUNCT
sc-1152	124	19	cc	cc	VERB
sc-1152	124	20	camera	camera	NOUN
sc-1152	124	21	etc	etc	X
sc-1152	124	22	,	,	PUNCT
sc-1152	124	23	are	be	AUX
sc-1152	124	24	also	also	ADV
sc-1152	124	25	potentially	potentially	ADV
sc-1152	124	26	active	active	ADJ
sc-1152	124	27	to	to	PART
sc-1152	124	28	provide	provide	VERB
sc-1152	124	29	storage	storage	NOUN
sc-1152	124	30	,	,	PUNCT
sc-1152	124	31	analysis	analysis	NOUN
sc-1152	124	32	and	and	CCONJ
sc-1152	124	33	computational	computational	ADJ
sc-1152	124	34	support	support	NOUN
sc-1152	124	35	for	for	ADP
sc-1152	124	36	satisfying	satisfy	VERB
sc-1152	124	37	the	the	DET
sc-1152	124	38	prompt	prompt	ADJ
sc-1152	124	39	and	and	CCONJ
sc-1152	124	40	local	local	ADJ
sc-1152	124	41	decision	decision	NOUN
sc-1152	124	42	making	make	VERB
sc-1152	124	43	services	service	NOUN
sc-1152	124	44	.	.	PUNCT
sc-1152	125	1	the	the	DET
sc-1152	125	2	third	third	ADJ
sc-1152	125	3	but	but	CCONJ
sc-1152	125	4	not	not	PART
sc-1152	125	5	the	the	DET
sc-1152	125	6	least	least	ADJ
sc-1152	125	7	,	,	PUNCT
sc-1152	125	8	cluster	cluster	NOUN
sc-1152	125	9	c3	c3	NOUN
sc-1152	125	10	depicts	depict	VERB
sc-1152	125	11	similar	similar	ADJ
sc-1152	125	12	structure	structure	NOUN
sc-1152	125	13	that	that	PRON
sc-1152	125	14	can	can	AUX
sc-1152	125	15	be	be	AUX
sc-1152	125	16	constituted	constitute	VERB
sc-1152	125	17	by	by	ADP
sc-1152	125	18	utilities	utility	NOUN
sc-1152	125	19	involved	involve	VERB
sc-1152	125	20	at	at	ADP
sc-1152	125	21	the	the	DET
sc-1152	125	22	extreme	extreme	ADJ
sc-1152	125	23	ends	end	NOUN
sc-1152	125	24	of	of	ADP
sc-1152	125	25	a	a	DET
sc-1152	125	26	sg	sg	PROPN
sc-1152	125	27	infrastructure	infrastructure	NOUN
sc-1152	125	28	viz	viz	PROPN
sc-1152	125	29	.	.	PUNCT
sc-1152	126	1	micro	micro	ADJ
sc-1152	126	2	-	-	ADJ
sc-1152	126	3	nano	nano	ADJ
sc-1152	126	4	grid	grid	NOUN
sc-1152	126	5	,	,	PUNCT
sc-1152	126	6	plcs	plcs	PROPN
sc-1152	126	7	,	,	PUNCT
sc-1152	126	8	(	(	PUNCT
sc-1152	126	9	han	han	PROPN
sc-1152	126	10	,	,	PUNCT
sc-1152	126	11	man	man	NOUN
sc-1152	126	12	etc	etc	X
sc-1152	126	13	)	)	PUNCT
sc-1152	126	14	automated	automate	VERB
sc-1152	126	15	circuit	circuit	NOUN
sc-1152	126	16	breakers	breaker	NOUN
sc-1152	126	17	and	and	CCONJ
sc-1152	126	18	other	other	ADJ
sc-1152	126	19	entities	entity	NOUN
sc-1152	126	20	associated	associate	VERB
sc-1152	126	21	to	to	PART
sc-1152	126	22	diverse	diverse	ADJ
sc-1152	126	23	range	range	NOUN
sc-1152	126	24	of	of	ADP
sc-1152	126	25	sg	sg	PROPN
sc-1152	126	26	generation	generation	NOUN
sc-1152	126	27	,	,	PUNCT
sc-1152	126	28	transmission	transmission	NOUN
sc-1152	126	29	and	and	CCONJ
sc-1152	126	30	distribution	distribution	NOUN
sc-1152	126	31	services	service	NOUN
sc-1152	126	32	.	.	PUNCT
sc-1152	127	1	the	the	DET
sc-1152	127	2	smart	smart	ADJ
sc-1152	127	3	nodes	node	NOUN
sc-1152	127	4	within	within	ADP
sc-1152	127	5	such	such	ADJ
sc-1152	127	6	clusters	cluster	NOUN
sc-1152	127	7	sense	sense	VERB
sc-1152	127	8	and	and	CCONJ
sc-1152	127	9	cultivate	cultivate	VERB
sc-1152	127	10	the	the	DET
sc-1152	127	11	heterogeneous	heterogeneous	ADJ
sc-1152	127	12	physical	physical	ADJ
sc-1152	127	13	attributes	attribute	NOUN
sc-1152	127	14	and	and	CCONJ
sc-1152	127	15	transmit	transmit	VERB
sc-1152	127	16	it	it	PRON
sc-1152	127	17	to	to	ADP
sc-1152	127	18	the	the	DET
sc-1152	127	19	upper	upper	ADJ
sc-1152	127	20	layers	layer	NOUN
sc-1152	127	21	through	through	ADP
sc-1152	127	22	dedicated	dedicated	ADJ
sc-1152	127	23	edge	edge	NOUN
sc-1152	127	24	gateways	gateway	NOUN
sc-1152	127	25	.	.	PUNCT
sc-1152	128	1	however	however	ADV
sc-1152	128	2	,	,	PUNCT
sc-1152	128	3	the	the	DET
sc-1152	128	4	whole	whole	ADJ
sc-1152	128	5	or	or	CCONJ
sc-1152	128	6	a	a	DET
sc-1152	128	7	portion	portion	NOUN
sc-1152	128	8	of	of	ADP
sc-1152	128	9	data	datum	NOUN
sc-1152	128	10	generated	generate	VERB
sc-1152	128	11	within	within	ADP
sc-1152	128	12	these	these	DET
sc-1152	128	13	physical	physical	ADJ
sc-1152	128	14	clusters	cluster	NOUN
sc-1152	128	15	are	be	AUX
sc-1152	128	16	accumulated	accumulate	VERB
sc-1152	128	17	at	at	ADP
sc-1152	128	18	the	the	DET
sc-1152	128	19	interim	interim	NOUN
sc-1152	128	20	across	across	ADP
sc-1152	128	21	access	access	NOUN
sc-1152	128	22	points	point	NOUN
sc-1152	128	23	such	such	ADJ
sc-1152	128	24	as	as	ADP
sc-1152	128	25	global	global	ADJ
sc-1152	128	26	positioning	positioning	NOUN
sc-1152	128	27	(	(	PUNCT
sc-1152	128	28	gps	gps	PROPN
sc-1152	128	29	)	)	PUNCT
sc-1152	128	30	,	,	PUNCT
sc-1152	128	31	gis	gis	NOUN
sc-1152	128	32	,	,	PUNCT
sc-1152	128	33	road	road	NOUN
sc-1152	128	34	-	-	PUNCT
sc-1152	128	35	side	side	NOUN
sc-1152	128	36	units	unit	NOUN
sc-1152	128	37	(	(	PUNCT
sc-1152	128	38	rsu),remote	rsu),remote	PROPN
sc-1152	128	39	terminal	terminal	ADJ
sc-1152	128	40	units	unit	NOUN
sc-1152	128	41	(	(	PUNCT
sc-1152	128	42	rtu	rtu	NOUN
sc-1152	128	43	)	)	PUNCT
sc-1152	128	44	,	,	PUNCT
sc-1152	128	45	intelligent	intelligent	ADJ
sc-1152	128	46	electronic	electronic	ADJ
sc-1152	128	47	devices	device	NOUN
sc-1152	128	48	(	(	PUNCT
sc-1152	128	49	ied	ied	PROPN
sc-1152	128	50	)	)	PUNCT
sc-1152	128	51	,	,	PUNCT
sc-1152	128	52	phasor	phasor	NOUN
sc-1152	128	53	data	datum	NOUN
sc-1152	128	54	concentrators	concentrator	NOUN
sc-1152	128	55	(	(	PUNCT
sc-1152	128	56	pdc	pdc	PROPN
sc-1152	128	57	)	)	PUNCT
sc-1152	128	58	,	,	PUNCT
sc-1152	128	59	and	and	CCONJ
sc-1152	128	60	other	other	ADJ
sc-1152	128	61	field	field	NOUN
sc-1152	128	62	arrays	array	VERB
sc-1152	128	63	.	.	PUNCT
sc-1152	129	1	the	the	DET
sc-1152	129	2	next	next	ADJ
sc-1152	129	3	tier	tier	NOUN
sc-1152	129	4	constitutes	constitute	VERB
sc-1152	129	5	the	the	DET
sc-1152	129	6	fog	fog	NOUN
sc-1152	129	7	computing	computing	NOUN
sc-1152	129	8	layer	layer	NOUN
sc-1152	129	9	comprising	comprising	NOUN
sc-1152	129	10	of	of	ADP
sc-1152	129	11	intelligent	intelligent	ADJ
sc-1152	129	12	fog	fog	NOUN
sc-1152	129	13	devices	device	NOUN
sc-1152	129	14	such	such	ADJ
sc-1152	129	15	as	as	ADP
sc-1152	129	16	scada	scada	PROPN
sc-1152	129	17	,	,	PUNCT
sc-1152	129	18	smart	smart	ADJ
sc-1152	129	19	meters	meter	NOUN
sc-1152	129	20	,	,	PUNCT
sc-1152	129	21	routers	router	NOUN
sc-1152	129	22	,	,	PUNCT
sc-1152	129	23	switches	switch	VERB
sc-1152	129	24	high	high	ADJ
sc-1152	129	25	-	-	PUNCT
sc-1152	129	26	end	end	NOUN
sc-1152	129	27	proxy	proxy	NOUN
sc-1152	129	28	servers	server	NOUN
sc-1152	129	29	,	,	PUNCT
sc-1152	129	30	intelligent	intelligent	ADJ
sc-1152	129	31	agent	agent	NOUN
sc-1152	129	32	and	and	CCONJ
sc-1152	129	33	commodity	commodity	NOUN
sc-1152	129	34	hardware	hardware	NOUN
sc-1152	129	35	etc	etc	X
sc-1152	129	36	,	,	PUNCT
sc-1152	129	37	having	have	VERB
sc-1152	129	38	peculiar	peculiar	ADJ
sc-1152	129	39	ability	ability	NOUN
sc-1152	129	40	of	of	ADP
sc-1152	129	41	storage	storage	NOUN
sc-1152	129	42	,	,	PUNCT
sc-1152	129	43	computation	computation	NOUN
sc-1152	129	44	and	and	CCONJ
sc-1152	129	45	packet	packet	NOUN
sc-1152	129	46	routing	routing	NOUN
sc-1152	129	47	.	.	PUNCT
sc-1152	130	1	the	the	DET
sc-1152	130	2	software	software	NOUN
sc-1152	130	3	defined	define	VERB
sc-1152	130	4	networking	network	VERB
sc-1152	130	5	(	(	PUNCT
sc-1152	130	6	sdn	sdn	PROPN
sc-1152	130	7	)	)	PUNCT
sc-1152	130	8	assembles	assemble	VERB
sc-1152	130	9	the	the	DET
sc-1152	130	10	physical	physical	ADJ
sc-1152	130	11	clusters	cluster	NOUN
sc-1152	130	12	to	to	PART
sc-1152	130	13	form	form	VERB
sc-1152	130	14	virtualized	virtualize	VERB
sc-1152	130	15	inter	inter	ADJ
sc-1152	130	16	cluster	cluster	NOUN
sc-1152	130	17	private	private	ADJ
sc-1152	130	18	networks	network	NOUN
sc-1152	130	19	(	(	PUNCT
sc-1152	130	20	icpn	icpn	NOUN
sc-1152	130	21	)	)	PUNCT
sc-1152	130	22	that	that	PRON
sc-1152	130	23	route	route	VERB
sc-1152	130	24	the	the	DET
sc-1152	130	25	generated	generate	VERB
sc-1152	130	26	data	datum	NOUN
sc-1152	130	27	to	to	ADP
sc-1152	130	28	the	the	DET
sc-1152	130	29	fog	fog	NOUN
sc-1152	130	30	devices	device	NOUN
sc-1152	130	31	spanned	span	VERB
sc-1152	130	32	across	across	ADP
sc-1152	130	33	the	the	DET
sc-1152	130	34	fog	fog	NOUN
sc-1152	130	35	computing	computing	NOUN
sc-1152	130	36	layer	layer	NOUN
sc-1152	130	37	the	the	DET
sc-1152	130	38	fog	fog	NOUN
sc-1152	130	39	devices	device	NOUN
sc-1152	130	40	and	and	CCONJ
sc-1152	130	41	its	its	PRON
sc-1152	130	42	corresponding	corresponding	ADJ
sc-1152	130	43	utilities	utility	NOUN
sc-1152	130	44	form	form	VERB
sc-1152	130	45	geographically	geographically	ADV
sc-1152	130	46	distributed	distribute	VERB
sc-1152	130	47	virtual	virtual	ADJ
sc-1152	130	48	computing	computing	NOUN
sc-1152	130	49	snapshots	snapshot	NOUN
sc-1152	130	50	or	or	CCONJ
sc-1152	130	51	instances	instance	NOUN
sc-1152	130	52	that	that	PRON
sc-1152	130	53	are	be	AUX
sc-1152	130	54	mapped	map	VERB
sc-1152	130	55	to	to	PART
sc-1152	130	56	lower	low	ADJ
sc-1152	130	57	layer	layer	NOUN
sc-1152	130	58	devices	device	NOUN
sc-1152	130	59	in	in	ADP
sc-1152	130	60	order	order	NOUN
sc-1152	130	61	serve	serve	VERB
sc-1152	130	62	the	the	DET
sc-1152	130	63	processing	processing	NOUN
sc-1152	130	64	and	and	CCONJ
sc-1152	130	65	computing	computing	NOUN
sc-1152	130	66	demands	demand	NOUN
sc-1152	130	67	of	of	ADP
sc-1152	130	68	sg	sg	PROPN
sc-1152	130	69	.	.	PROPN
sc-1152	131	1	4	4	X
sc-1152	131	2	.	.	X
sc-1152	131	3	networking	networking	NOUN
sc-1152	131	4	and	and	CCONJ
sc-1152	131	5	system	system	NOUN
sc-1152	131	6	formulation	formulation	NOUN
sc-1152	131	7	in	in	ADP
sc-1152	131	8	a	a	DET
sc-1152	131	9	cloud	cloud	NOUN
sc-1152	131	10	computing	computing	NOUN
sc-1152	131	11	model	model	NOUN
sc-1152	131	12	the	the	DET
sc-1152	131	13	mega	mega	ADJ
sc-1152	131	14	data	data	PROPN
sc-1152	131	15	center	center	NOUN
sc-1152	131	16	(	(	PUNCT
sc-1152	131	17	mdc	mdc	NOUN
sc-1152	131	18	)	)	PUNCT
sc-1152	131	19	provides	provide	VERB
sc-1152	131	20	sharable	sharable	ADJ
sc-1152	131	21	resource	resource	NOUN
sc-1152	131	22	pool	pool	NOUN
sc-1152	131	23	available	available	ADJ
sc-1152	131	24	for	for	ADP
sc-1152	131	25	on	on	ADP
sc-1152	131	26	demand	demand	NOUN
sc-1152	131	27	use	use	NOUN
sc-1152	131	28	.	.	PUNCT
sc-1152	132	1	since	since	SCONJ
sc-1152	132	2	the	the	DET
sc-1152	132	3	mdc	mdc	NOUN
sc-1152	132	4	are	be	AUX
sc-1152	132	5	far	far	ADV
sc-1152	132	6	remote	remote	ADJ
sc-1152	132	7	from	from	ADP
sc-1152	132	8	the	the	DET
sc-1152	132	9	generation	generation	NOUN
sc-1152	132	10	and	and	CCONJ
sc-1152	132	11	query	query	NOUN
sc-1152	132	12	sites	site	NOUN
sc-1152	132	13	,	,	PUNCT
sc-1152	132	14	data	datum	NOUN
sc-1152	132	15	migration	migration	NOUN
sc-1152	132	16	and	and	CCONJ
sc-1152	132	17	service	service	NOUN
sc-1152	132	18	latency	latency	NOUN
sc-1152	132	19	gives	give	VERB
sc-1152	132	20	rise	rise	NOUN
sc-1152	132	21	to	to	ADP
sc-1152	132	22	infeasibilities	infeasibility	NOUN
sc-1152	132	23	for	for	ADP
sc-1152	132	24	real	real	ADJ
sc-1152	132	25	-	-	PUNCT
sc-1152	132	26	time	time	NOUN
sc-1152	132	27	and	and	CCONJ
sc-1152	132	28	interactive	interactive	ADJ
sc-1152	132	29	sg	sg	ADP
sc-1152	132	30	applications	application	NOUN
sc-1152	132	31	and	and	CCONJ
sc-1152	132	32	services	service	NOUN
sc-1152	132	33	.	.	PUNCT
sc-1152	133	1	however	however	ADV
sc-1152	133	2	,	,	PUNCT
sc-1152	133	3	in	in	ADP
sc-1152	133	4	a	a	DET
sc-1152	133	5	fog	fog	NOUN
sc-1152	133	6	architecture	architecture	NOUN
sc-1152	133	7	,	,	PUNCT
sc-1152	133	8	low	low	ADJ
sc-1152	133	9	power	power	NOUN
sc-1152	133	10	fog	fog	PROPN
sc-1152	133	11	computing	compute	VERB
sc-1152	133	12	nodes	node	NOUN
sc-1152	133	13	(	(	PUNCT
sc-1152	133	14	fcn	fcn	NOUN
sc-1152	133	15	)	)	PUNCT
sc-1152	133	16	are	be	AUX
sc-1152	133	17	deployed	deploy	VERB
sc-1152	133	18	at	at	ADP
sc-1152	133	19	the	the	DET
sc-1152	133	20	dedicated	dedicated	ADJ
sc-1152	133	21	edges	edge	NOUN
sc-1152	133	22	of	of	ADP
sc-1152	133	23	the	the	DET
sc-1152	133	24	network	network	NOUN
sc-1152	133	25	to	to	PART
sc-1152	133	26	provide	provide	VERB
sc-1152	133	27	platform	platform	NOUN
sc-1152	133	28	for	for	ADP
sc-1152	133	29	sg	sg	PROPN
sc-1152	133	30	mobility	mobility	NOUN
sc-1152	133	31	,	,	PUNCT
sc-1152	133	32	real	real	ADJ
sc-1152	133	33	-	-	PUNCT
sc-1152	133	34	time	time	NOUN
sc-1152	133	35	response	response	NOUN
sc-1152	133	36	and	and	CCONJ
sc-1152	133	37	geo	geo	PROPN
sc-1152	133	38	-	-	PUNCT
sc-1152	133	39	distributed	distribute	VERB
sc-1152	133	40	intelligence	intelligence	NOUN
sc-1152	133	41	.	.	PUNCT
sc-1152	134	1	consider	consider	VERB
sc-1152	134	2	a	a	DET
sc-1152	134	3	fog	fog	NOUN
sc-1152	134	4	architecture	architecture	NOUN
sc-1152	134	5	customized	customize	VERB
sc-1152	134	6	for	for	ADP
sc-1152	134	7	sg	sg	PROPN
sc-1152	134	8	services	service	NOUN
sc-1152	134	9	which	which	PRON
sc-1152	134	10	supports	support	VERB
sc-1152	134	11	both	both	DET
sc-1152	134	12	cloud	cloud	NOUN
sc-1152	134	13	as	as	ADV
sc-1152	134	14	well	well	ADV
sc-1152	134	15	as	as	ADP
sc-1152	134	16	local	local	ADJ
sc-1152	134	17	fog	fog	NOUN
sc-1152	134	18	processing	processing	NOUN
sc-1152	134	19	,	,	PUNCT
sc-1152	134	20	in	in	ADP
sc-1152	134	21	which	which	PRON
sc-1152	134	22	data	datum	NOUN
sc-1152	134	23	and	and	CCONJ
sc-1152	134	24	computation	computation	NOUN
sc-1152	134	25	are	be	AUX
sc-1152	134	26	selectively	selectively	ADV
sc-1152	134	27	offloaded	offload	VERB
sc-1152	134	28	to	to	ADP
sc-1152	134	29	either	either	CCONJ
sc-1152	134	30	cloud	cloud	NOUN
sc-1152	134	31	or	or	CCONJ
sc-1152	134	32	fog	fog	NOUN
sc-1152	134	33	scale	scale	NOUN
sc-1152	134	34	processing	processing	NOUN
sc-1152	134	35	guided	guide	VERB
sc-1152	134	36	by	by	ADP
sc-1152	134	37	an	an	DET
sc-1152	134	38	application	application	NOUN
sc-1152	134	39	specific	specific	ADJ
sc-1152	134	40	logic	logic	NOUN
sc-1152	134	41	.	.	PUNCT
sc-1152	135	1	without	without	ADP
sc-1152	135	2	loss	loss	NOUN
sc-1152	135	3	of	of	ADP
sc-1152	135	4	generality	generality	NOUN
sc-1152	135	5	,	,	PUNCT
sc-1152	135	6	let	let	VERB
sc-1152	135	7	us	we	PRON
sc-1152	135	8	assume	assume	VERB
sc-1152	135	9	the	the	DET
sc-1152	135	10	sets	set	NOUN
sc-1152	135	11	d	d	X
sc-1152	135	12	,	,	PUNCT
sc-1152	135	13	f	f	PROPN
sc-1152	135	14	,	,	PUNCT
sc-1152	135	15	and	and	CCONJ
sc-1152	135	16	n	n	CCONJ
sc-1152	135	17	represents	represent	VERB
sc-1152	135	18	the	the	DET
sc-1152	135	19	set	set	NOUN
sc-1152	135	20	of	of	ADP
sc-1152	135	21	data	datum	NOUN
sc-1152	135	22	centers	center	NOUN
sc-1152	135	23	,	,	PUNCT
sc-1152	135	24	fog	fog	NOUN
sc-1152	135	25	nodes	node	NOUN
sc-1152	135	26	and	and	CCONJ
sc-1152	135	27	number	number	NOUN
sc-1152	135	28	of	of	ADP
sc-1152	135	29	consumers	consumer	NOUN
sc-1152	135	30	having	have	VERB
sc-1152	135	31	cardinality	cardinality	PROPN
sc-1152	135	32	d	d	PROPN
sc-1152	135	33	,	,	PUNCT
sc-1152	135	34	f	f	PROPN
sc-1152	135	35	and	and	CCONJ
sc-1152	135	36	n	n	PRON
sc-1152	135	37	respectively	respectively	ADV
sc-1152	135	38	.	.	PUNCT
sc-1152	136	1	an	an	DET
sc-1152	136	2	instance	instance	NOUN
sc-1152	136	3	of	of	ADP
sc-1152	136	4	smart	smart	ADJ
sc-1152	136	5	grid	grid	NOUN
sc-1152	136	6	(	(	PUNCT
sc-1152	136	7	sg	sg	PROPN
sc-1152	136	8	)	)	PUNCT
sc-1152	136	9	network	network	NOUN
sc-1152	136	10	can	can	AUX
sc-1152	136	11	be	be	AUX
sc-1152	136	12	modeled	model	VERB
sc-1152	136	13	as	as	ADP
sc-1152	136	14	a	a	DET
sc-1152	136	15	connected	connected	ADJ
sc-1152	136	16	cellular	cellular	ADJ
sc-1152	136	17	graph	graph	NOUN
sc-1152	136	18	of	of	ADP
sc-1152	136	19	order	order	NOUN
sc-1152	136	20	(	(	PUNCT
sc-1152	136	21	n	n	X
sc-1152	136	22	+	+	NOUN
sc-1152	136	23	f	f	NOUN
sc-1152	136	24	)	)	PUNCT
sc-1152	136	25	whose	whose	DET
sc-1152	136	26	vertices	vertex	NOUN
sc-1152	136	27	are	be	AUX
sc-1152	136	28	constituted	constitute	VERB
sc-1152	136	29	by	by	ADP
sc-1152	136	30	data	datum	NOUN
sc-1152	136	31	consumer	consumer	NOUN
sc-1152	136	32	set	set	NOUN
sc-1152	136	33	(	(	PUNCT
sc-1152	136	34	n	n	CCONJ
sc-1152	136	35	)	)	PUNCT
sc-1152	136	36	and	and	CCONJ
sc-1152	136	37	fcn	fcn	PROPN
sc-1152	136	38	set	set	NOUN
sc-1152	136	39	(	(	PUNCT
sc-1152	136	40	f	f	NOUN
sc-1152	136	41	)	)	PUNCT
sc-1152	136	42	.	.	PUNCT
sc-1152	137	1	let	let	VERB
sc-1152	137	2	(	(	PUNCT
sc-1152	137	3	a	a	DET
sc-1152	137	4	i	i	NOUN
sc-1152	137	5	r	r	NOUN
sc-1152	137	6	)	)	PUNCT
sc-1152	137	7	be	be	AUX
sc-1152	137	8	the	the	DET
sc-1152	137	9	frequency	frequency	NOUN
sc-1152	137	10	of	of	ADP
sc-1152	137	11	workload	workload	NOUN
sc-1152	137	12	arrival	arrival	NOUN
sc-1152	137	13	on	on	ADP
sc-1152	137	14	fog	fog	PROPN
sc-1152	137	15	node	node	PROPN
sc-1152	137	16	i.	i.	PROPN
sc-1152	137	17	the	the	DET
sc-1152	137	18	fcns	fcns	PROPN
sc-1152	137	19	are	be	AUX
sc-1152	137	20	equipped	equip	VERB
sc-1152	137	21	with	with	ADP
sc-1152	137	22	set	set	NOUN
sc-1152	137	23	of	of	ADP
sc-1152	137	24	processing	processing	NOUN
sc-1152	137	25	elements	element	NOUN
sc-1152	137	26	(	(	PUNCT
sc-1152	137	27	e	e	NOUN
sc-1152	137	28	)	)	PUNCT
sc-1152	137	29	each	each	PRON
sc-1152	137	30	having	have	VERB
sc-1152	137	31	service	service	NOUN
sc-1152	137	32	rate	rate	NOUN
sc-1152	137	33	s	s	VERB
sc-1152	138	1	i	i	NOUN
sc-1152	138	2	r	r	NOUN
sc-1152	138	3	.	.	PUNCT
sc-1152	139	1	an	an	DET
sc-1152	139	2	fcn	fcn	NOUN
sc-1152	139	3	j	j	PROPN
sc-1152	139	4	is	be	AUX
sc-1152	139	5	reachable	reachable	ADJ
sc-1152	139	6	from	from	ADP
sc-1152	139	7	query	query	NOUN
sc-1152	139	8	source	source	NOUN
sc-1152	139	9	node	node	PROPN
sc-1152	139	10	k	k	PROPN
sc-1152	140	1	if	if	SCONJ
sc-1152	140	2	the	the	DET
sc-1152	140	3	former	former	NOUN
sc-1152	140	4	is	be	AUX
sc-1152	140	5	in	in	ADP
sc-1152	140	6	the	the	DET
sc-1152	140	7	preference	preference	NOUN
sc-1152	140	8	list	list	NOUN
sc-1152	140	9	l.	l.	NOUN
sc-1152	140	10	for	for	ADP
sc-1152	140	11	demonstrating	demonstrate	VERB
sc-1152	140	12	the	the	DET
sc-1152	140	13	feasibility	feasibility	NOUN
sc-1152	140	14	of	of	ADP
sc-1152	140	15	a	a	DET
sc-1152	140	16	customized	customized	ADJ
sc-1152	140	17	fog	fog	NOUN
sc-1152	140	18	computing	compute	VERB
sc-1152	140	19	architecture	architecture	NOUN
sc-1152	140	20	in	in	ADP
sc-1152	140	21	smart	smart	ADJ
sc-1152	140	22	grid	grid	NOUN
sc-1152	140	23	sub	sub	NOUN
sc-1152	140	24	-	-	NOUN
sc-1152	140	25	systems	system	NOUN
sc-1152	140	26	proposed	propose	VERB
sc-1152	140	27	in	in	ADP
sc-1152	140	28	section	section	NOUN
sc-1152	140	29	3	3	NUM
sc-1152	140	30	,	,	PUNCT
sc-1152	140	31	the	the	DET
sc-1152	140	32	work	work	NOUN
sc-1152	140	33	utilizes	utilize	VERB
sc-1152	140	34	metrics	metric	NOUN
sc-1152	140	35	that	that	PRON
sc-1152	140	36	correlates	correlate	VERB
sc-1152	140	37	the	the	DET
sc-1152	140	38	performance	performance	NOUN
sc-1152	140	39	of	of	ADP
sc-1152	140	40	fog	fog	NOUN
sc-1152	140	41	computing	computing	NOUN
sc-1152	140	42	services	service	NOUN
sc-1152	140	43	to	to	ADP
sc-1152	140	44	that	that	PRON
sc-1152	140	45	of	of	ADP
sc-1152	140	46	traditional	traditional	ADJ
sc-1152	140	47	cloud	cloud	NOUN
sc-1152	140	48	computing	computing	NOUN
sc-1152	140	49	paradigms	paradigm	NOUN
sc-1152	140	50	.	.	PUNCT
sc-1152	141	1	the	the	DET
sc-1152	141	2	geo	geo	PROPN
sc-1152	141	3	-	-	PUNCT
sc-1152	141	4	distributed	distribute	VERB
sc-1152	141	5	micro	micro	ADJ
sc-1152	141	6	datacenters	datacenter	NOUN
sc-1152	141	7	in	in	ADP
sc-1152	141	8	a	a	DET
sc-1152	141	9	typical	typical	ADJ
sc-1152	141	10	fog	fog	NOUN
sc-1152	141	11	model	model	NOUN
sc-1152	141	12	performs	perform	VERB
sc-1152	141	13	a	a	DET
sc-1152	141	14	significant	significant	ADJ
sc-1152	141	15	proportion	proportion	NOUN
sc-1152	141	16	of	of	ADP
sc-1152	141	17	local	local	ADJ
sc-1152	141	18	computations	computation	NOUN
sc-1152	141	19	on	on	ADP
sc-1152	141	20	the	the	DET
sc-1152	141	21	data	datum	NOUN
sc-1152	141	22	produced	produce	VERB
sc-1152	141	23	by	by	ADP
sc-1152	141	24	data	datum	NOUN
sc-1152	141	25	generators	generator	NOUN
sc-1152	141	26	at	at	ADP
sc-1152	141	27	the	the	DET
sc-1152	141	28	schema	schema	NOUN
sc-1152	141	29	1	1	X
sc-1152	141	30	.	.	PUNCT
sc-1152	142	1	however	however	ADV
sc-1152	142	2	,	,	PUNCT
sc-1152	142	3	the	the	DET
sc-1152	142	4	devices	device	NOUN
sc-1152	142	5	are	be	AUX
sc-1152	142	6	leveraged	leverage	VERB
sc-1152	142	7	with	with	ADP
sc-1152	142	8	distributed	distribute	VERB
sc-1152	142	9	intelligence	intelligence	NOUN
sc-1152	142	10	,	,	PUNCT
sc-1152	142	11	in	in	SCONJ
sc-1152	142	12	that	that	PRON
sc-1152	142	13	depending	depend	VERB
sc-1152	142	14	upon	upon	SCONJ
sc-1152	142	15	the	the	DET
sc-1152	142	16	degree	degree	NOUN
sc-1152	142	17	of	of	ADP
sc-1152	142	18	services	service	NOUN
sc-1152	142	19	criticality	criticality	NOUN
sc-1152	142	20	and	and	CCONJ
sc-1152	142	21	the	the	DET
sc-1152	142	22	types	type	NOUN
sc-1152	142	23	of	of	ADP
sc-1152	142	24	data	datum	NOUN
sc-1152	142	25	,	,	PUNCT
sc-1152	142	26	the	the	DET
sc-1152	142	27	righteous	righteous	ADJ
sc-1152	142	28	decision	decision	NOUN
sc-1152	142	29	of	of	ADP
sc-1152	142	30	whether	whether	SCONJ
sc-1152	142	31	to	to	PART
sc-1152	142	32	offload	offload	VERB
sc-1152	142	33	the	the	DET
sc-1152	142	34	data	datum	NOUN
sc-1152	142	35	to	to	ADP
sc-1152	142	36	the	the	DET
sc-1152	142	37	cloud	cloud	NOUN
sc-1152	142	38	or	or	CCONJ
sc-1152	142	39	to	to	ADP
sc-1152	142	40	the	the	DET
sc-1152	142	41	local	local	ADJ
sc-1152	142	42	micro	micro	ADJ
sc-1152	142	43	-	-	ADJ
sc-1152	142	44	data	data	ADJ
sc-1152	142	45	centers	center	NOUN
sc-1152	142	46	can	can	AUX
sc-1152	142	47	be	be	AUX
sc-1152	142	48	undertaken	undertake	VERB
sc-1152	142	49	.	.	PUNCT
sc-1152	143	1	for	for	ADP
sc-1152	143	2	sg	sg	PROPN
sc-1152	143	3	applications	application	NOUN
sc-1152	143	4	,	,	PUNCT
sc-1152	143	5	the	the	DET
sc-1152	143	6	fog	fog	NOUN
sc-1152	143	7	computing	compute	VERB
sc-1152	143	8	framework	framework	NOUN
sc-1152	143	9	outperforms	outperform	VERB
sc-1152	143	10	its	its	PRON
sc-1152	143	11	pure	pure	ADJ
sc-1152	143	12	cloud	cloud	NOUN
sc-1152	143	13	counterparts	counterpart	NOUN
sc-1152	143	14	in	in	ADP
sc-1152	143	15	respect	respect	NOUN
sc-1152	143	16	to	to	ADP
sc-1152	143	17	metrics	metric	NOUN
sc-1152	143	18	like	like	ADP
sc-1152	143	19	power	power	NOUN
sc-1152	143	20	consumption	consumption	NOUN
sc-1152	143	21	,	,	PUNCT
sc-1152	143	22	latency	latency	NOUN
sc-1152	143	23	and	and	CCONJ
sc-1152	143	24	carbon	carbon	NOUN
sc-1152	143	25	footprint	footprint	NOUN
sc-1152	143	26	(	(	PUNCT
sc-1152	143	27	emission	emission	NOUN
sc-1152	143	28	)	)	PUNCT
sc-1152	143	29	etc	etc	X
sc-1152	144	1	[	[	X
sc-1152	144	2	25	25	NUM
sc-1152	144	3	]	]	PUNCT
sc-1152	144	4	.	.	PUNCT
sc-1152	145	1	figure	figure	NOUN
sc-1152	145	2	2	2	NUM
sc-1152	145	3	:	:	PUNCT
sc-1152	145	4	probabilistic	probabilistic	ADJ
sc-1152	145	5	decision	decision	NOUN
sc-1152	145	6	tree	tree	NOUN
sc-1152	145	7	depicting	depict	VERB
sc-1152	145	8	the	the	DET
sc-1152	145	9	workload	workload	NOUN
sc-1152	145	10	offloading	offload	VERB
sc-1152	145	11	strategy	strategy	NOUN
sc-1152	145	12	consider	consider	VERB
sc-1152	145	13	a	a	DET
sc-1152	145	14	pilot	pilot	NOUN
sc-1152	145	15	sg	sg	ADP
sc-1152	145	16	analytics	analytic	NOUN
sc-1152	145	17	service	service	NOUN
sc-1152	145	18	to	to	PART
sc-1152	145	19	be	be	AUX
sc-1152	145	20	delivered	deliver	VERB
sc-1152	145	21	from	from	ADP
sc-1152	145	22	the	the	DET
sc-1152	145	23	three	three	NUM
sc-1152	145	24	tier	tier	NOUN
sc-1152	145	25	fog	fog	NOUN
sc-1152	145	26	architecture	architecture	NOUN
sc-1152	145	27	devised	devise	VERB
sc-1152	145	28	in	in	ADP
sc-1152	145	29	section	section	NOUN
sc-1152	145	30	3	3	NUM
sc-1152	145	31	over	over	ADP
sc-1152	145	32	a	a	DET
sc-1152	145	33	24	24	NUM
sc-1152	145	34	hour	hour	NOUN
sc-1152	145	35	time	time	NOUN
sc-1152	145	36	horizon	horizon	NOUN
sc-1152	145	37	.	.	PUNCT
sc-1152	146	1	out	out	ADP
sc-1152	146	2	of	of	ADP
sc-1152	146	3	volume	volume	NOUN
sc-1152	146	4			PROPN
sc-1152	146	5	of	of	ADP
sc-1152	146	6	data	datum	NOUN
sc-1152	146	7	generated	generate	VERB
sc-1152	146	8	in	in	ADP
sc-1152	146	9	the	the	DET
sc-1152	146	10	whole	whole	ADJ
sc-1152	146	11	day	day	NOUN
sc-1152	146	12	,	,	PUNCT
sc-1152	146	13	the	the	DET
sc-1152	146	14	pre	pre	ADJ
sc-1152	146	15	-	-	ADJ
sc-1152	146	16	processing	processing	ADJ
sc-1152	146	17	and	and	CCONJ
sc-1152	146	18	decision	decision	NOUN
sc-1152	146	19	modules	module	NOUN
sc-1152	146	20	deployed	deploy	VERB
sc-1152	146	21	in	in	ADP
sc-1152	146	22	the	the	DET
sc-1152	146	23	first	first	ADJ
sc-1152	146	24	tier	tier	NOUN
sc-1152	146	25	offloads	offload	VERB
sc-1152	146	26	1	1	NUM
sc-1152	146	27			NOUN
sc-1152	146	28	into	into	ADP
sc-1152	146	29	the	the	DET
sc-1152	146	30	mega	mega	ADJ
sc-1152	146	31	datacenters	datacenter	NOUN
sc-1152	146	32	for	for	ADP
sc-1152	146	33	cloud	cloud	ADJ
sc-1152	146	34	level	level	NOUN
sc-1152	146	35	analytics	analytic	NOUN
sc-1152	146	36	while	while	SCONJ
sc-1152	146	37	distributes	distribute	VERB
sc-1152	146	38	2	2	NUM
sc-1152	146	39			NOUN
sc-1152	146	40	to	to	ADP
sc-1152	146	41	the	the	DET
sc-1152	146	42	micro	micro	ADJ
sc-1152	146	43	datacenters	datacenter	NOUN
sc-1152	146	44	for	for	ADP
sc-1152	146	45	local	local	ADJ
sc-1152	146	46	and	and	CCONJ
sc-1152	146	47	instant	instant	ADJ
sc-1152	146	48	scale	scale	NOUN
sc-1152	146	49	processing	processing	NOUN
sc-1152	146	50	and	and	CCONJ
sc-1152	146	51	computations	computation	NOUN
sc-1152	146	52	.	.	PUNCT
sc-1152	147	1	the	the	DET
sc-1152	147	2	uncertainty	uncertainty	NOUN
sc-1152	147	3	in	in	ADP
sc-1152	147	4	the	the	DET
sc-1152	147	5	data	data	NOUN
sc-1152	147	6	distributions	distribution	NOUN
sc-1152	147	7	across	across	ADP
sc-1152	147	8	multiple	multiple	ADJ
sc-1152	147	9	schemas	schema	NOUN
sc-1152	147	10	is	be	AUX
sc-1152	147	11	captured	capture	VERB
sc-1152	147	12	by	by	ADP
sc-1152	147	13	probability	probability	NOUN
sc-1152	147	14	tree	tree	NOUN
sc-1152	147	15	depicted	depict	VERB
sc-1152	147	16	in	in	ADP
sc-1152	147	17	figure	figure	NOUN
sc-1152	147	18	2	2	NUM
sc-1152	147	19	.	.	PUNCT
sc-1152	148	1	an	an	DET
sc-1152	148	2	ideal	ideal	ADJ
sc-1152	148	3	fog	fog	ADJ
sc-1152	148	4	-	-	PUNCT
sc-1152	148	5	cloud	cloud	ADJ
sc-1152	148	6	framework	framework	NOUN
sc-1152	148	7	is	be	AUX
sc-1152	148	8	leveraged	leverage	VERB
sc-1152	148	9	with	with	ADP
sc-1152	148	10	robust	robust	ADJ
sc-1152	148	11	inferencing	inference	VERB
sc-1152	148	12	logic	logic	NOUN
sc-1152	148	13	and	and	CCONJ
sc-1152	148	14	intelligent	intelligent	ADJ
sc-1152	148	15	filtering	filtering	NOUN
sc-1152	148	16	devices	device	NOUN
sc-1152	148	17	to	to	PART
sc-1152	148	18	undertake	undertake	VERB
sc-1152	148	19	instant	instant	ADJ
sc-1152	148	20	decisions	decision	NOUN
sc-1152	148	21	on	on	ADP
sc-1152	148	22	where	where	SCONJ
sc-1152	148	23	to	to	PART
sc-1152	148	24	distribute	distribute	VERB
sc-1152	148	25	the	the	DET
sc-1152	148	26	produced	produce	VERB
sc-1152	148	27	datasets	dataset	NOUN
sc-1152	148	28	.	.	PUNCT
sc-1152	149	1	the	the	DET
sc-1152	149	2	objective	objective	NOUN
sc-1152	149	3	of	of	ADP
sc-1152	149	4	the	the	DET
sc-1152	149	5	proposed	propose	VERB
sc-1152	149	6	framework	framework	NOUN
sc-1152	149	7	is	be	AUX
sc-1152	149	8	to	to	PART
sc-1152	149	9	minimize	minimize	VERB
sc-1152	149	10	the	the	DET
sc-1152	149	11	cost	cost	NOUN
sc-1152	149	12	encountered	encounter	VERB
sc-1152	149	13	due	due	ADJ
sc-1152	149	14	to	to	ADP
sc-1152	149	15	power	power	NOUN
sc-1152	149	16	consumption	consumption	NOUN
sc-1152	149	17	,	,	PUNCT
sc-1152	149	18	latency	latency	NOUN
sc-1152	149	19	and	and	CCONJ
sc-1152	149	20	emission	emission	NOUN
sc-1152	149	21	issues	issue	NOUN
sc-1152	149	22	.	.	PUNCT
sc-1152	150	1	in	in	ADP
sc-1152	150	2	case	case	NOUN
sc-1152	150	3	of	of	ADP
sc-1152	150	4	fog	fog	PROPN
sc-1152	150	5	computing	computing	PROPN
sc-1152	150	6	approach	approach	NOUN
sc-1152	150	7	,	,	PUNCT
sc-1152	150	8	an	an	DET
sc-1152	150	9	additional	additional	ADJ
sc-1152	150	10	cost	cost	NOUN
sc-1152	150	11	term	term	NOUN
sc-1152	150	12	needs	need	VERB
sc-1152	150	13	to	to	PART
sc-1152	150	14	be	be	AUX
sc-1152	150	15	added	add	VERB
sc-1152	150	16	due	due	ADP
sc-1152	150	17	to	to	ADP
sc-1152	150	18	communication	communication	NOUN
sc-1152	150	19	among	among	ADP
sc-1152	150	20	the	the	DET
sc-1152	150	21	iot	iot	NOUN
sc-1152	150	22	enabled	enable	VERB
sc-1152	150	23	sensors	sensor	NOUN
sc-1152	150	24	as	as	ADV
sc-1152	150	25	well	well	ADV
sc-1152	150	26	as	as	ADP
sc-1152	150	27	micro	micro	ADJ
sc-1152	150	28	datacenters	datacenter	NOUN
sc-1152	150	29	.	.	PUNCT
sc-1152	151	1	1	1	X
sc-1152	151	2	.	.	X
sc-1152	151	3	cost	cost	NOUN
sc-1152	151	4	profile	profile	NOUN
sc-1152	151	5	for	for	ADP
sc-1152	151	6	generic	generic	ADJ
sc-1152	151	7	cloud	cloud	NOUN
sc-1152	151	8	processing	processing	NOUN
sc-1152	151	9	:	:	PUNCT
sc-1152	151	10	(	(	PUNCT
sc-1152	151	11	)	)	PUNCT
sc-1152	151	12	(	(	PUNCT
sc-1152	151	13	)	)	PUNCT
sc-1152	151	14	(	(	PUNCT
sc-1152	151	15	)	)	PUNCT
sc-1152	151	16	(	(	PUNCT
sc-1152	151	17	)	)	PUNCT
sc-1152	152	1	c	c	NOUN
sc-1152	153	1	c	c	NOUN
sc-1152	153	2	c	c	NOUN
sc-1152	153	3	c	c	NOUN
sc-1152	153	4	f	f	PROPN
sc-1152	154	1	x	x	X
sc-1152	154	2	c	c	NOUN
sc-1152	154	3	v	v	NOUN
sc-1152	154	4	c	c	PROPN
sc-1152	154	5	w	w	PROPN
sc-1152	154	6	c	c	PROPN
sc-1152	154	7	c	c	PROPN
sc-1152	154	8			ADV
sc-1152	154	9			X
sc-1152	154	10	(	(	PUNCT
sc-1152	154	11	1	1	X
sc-1152	154	12	)	)	PUNCT
sc-1152	154	13	where	where	SCONJ
sc-1152	154	14	(	(	PUNCT
sc-1152	154	15	)	)	PUNCT
sc-1152	154	16	c	c	NOUN
sc-1152	154	17	f	f	PROPN
sc-1152	154	18	x	x	X
sc-1152	154	19	,	,	PUNCT
sc-1152	154	20	(	(	PUNCT
sc-1152	154	21	)	)	PUNCT
sc-1152	154	22	c	c	PROPN
sc-1152	154	23	c	c	NOUN
sc-1152	154	24	v	v	NOUN
sc-1152	154	25	,	,	PUNCT
sc-1152	154	26	(	(	PUNCT
sc-1152	154	27	)	)	PUNCT
sc-1152	154	28	c	c	PROPN
sc-1152	154	29	c	c	X
sc-1152	154	30	w	w	PROPN
sc-1152	154	31	and	and	CCONJ
sc-1152	154	32	(	(	PUNCT
sc-1152	154	33	)	)	PUNCT
sc-1152	154	34	c	c	NOUN
sc-1152	154	35	c	c	X
sc-1152	154	36	c	c	PROPN
sc-1152	154	37	represent	represent	VERB
sc-1152	154	38	the	the	DET
sc-1152	154	39	overall	overall	ADJ
sc-1152	154	40	cost	cost	NOUN
sc-1152	154	41	function	function	NOUN
sc-1152	154	42	,	,	PUNCT
sc-1152	154	43	power	power	NOUN
sc-1152	154	44	consumption	consumption	NOUN
sc-1152	154	45	cost	cost	NOUN
sc-1152	154	46	(	(	PUNCT
sc-1152	154	47	incurred	incur	VERB
sc-1152	154	48	due	due	ADP
sc-1152	154	49	to	to	PART
sc-1152	154	50	5	5	NUM
sc-1152	154	51	computational	computational	ADJ
sc-1152	154	52	viability	viability	NOUN
sc-1152	154	53	of	of	ADP
sc-1152	154	54	fog	fog	NOUN
sc-1152	154	55	methodologies	methodology	NOUN
sc-1152	154	56	in	in	ADP
sc-1152	154	57	iot	iot	PROPN
sc-1152	154	58	enabled	enable	VERB
sc-1152	154	59	smart	smart	ADJ
sc-1152	154	60	city	city	NOUN
sc-1152	154	61	architectures	architecture	NOUN
sc-1152	154	62	-	-	PUNCT
sc-1152	154	63	a	a	DET
sc-1152	154	64	smart	smart	ADJ
sc-1152	154	65	grid	grid	NOUN
sc-1152	154	66	case	case	NOUN
sc-1152	154	67	study	study	NOUN
sc-1152	154	68	eai	eai	PROPN
sc-1152	154	69	endorsed	endorse	VERB
sc-1152	154	70	transactions	transaction	NOUN
sc-1152	154	71	on	on	ADP
sc-1152	154	72	smart	smart	ADJ
sc-1152	154	73	cities	city	NOUN
sc-1152	154	74	12	12	NUM
sc-1152	154	75	2017	2017	NUM
sc-1152	154	76	02	02	NUM
sc-1152	154	77	2018	2018	NUM
sc-1152	154	78	|	|	ADV
sc-1152	154	79	volume	volume	NOUN
sc-1152	154	80	2	2	NUM
sc-1152	154	81	|	|	ADV
sc-1152	154	82	issue	issue	VERB
sc-1152	154	83	7	7	NUM
sc-1152	154	84	|	|	NOUN
sc-1152	154	85	e3	e3	VERB
sc-1152	154	86	storage	storage	NOUN
sc-1152	154	87	and	and	CCONJ
sc-1152	154	88	execution	execution	NOUN
sc-1152	154	89	of	of	ADP
sc-1152	154	90	the	the	DET
sc-1152	154	91	data	datum	NOUN
sc-1152	154	92	at	at	ADP
sc-1152	154	93	the	the	DET
sc-1152	154	94	mega	mega	ADJ
sc-1152	154	95	datacenters	datacenter	NOUN
sc-1152	154	96	)	)	PUNCT
sc-1152	154	97	,	,	PUNCT
sc-1152	154	98	cost	cost	VERB
sc-1152	154	99	due	due	ADP
sc-1152	154	100	to	to	ADP
sc-1152	154	101	latency	latency	NOUN
sc-1152	154	102	terms	term	NOUN
sc-1152	154	103	and	and	CCONJ
sc-1152	154	104	the	the	DET
sc-1152	154	105	cost	cost	NOUN
sc-1152	154	106	due	due	ADP
sc-1152	154	107	to	to	ADP
sc-1152	154	108	carbon	carbon	NOUN
sc-1152	154	109	footprint	footprint	NOUN
sc-1152	154	110	at	at	ADP
sc-1152	154	111	the	the	DET
sc-1152	154	112	data	data	NOUN
sc-1152	154	113	centers	center	NOUN
sc-1152	154	114	respectively	respectively	ADV
sc-1152	154	115	.	.	PUNCT
sc-1152	155	1	1	1	NUM
sc-1152	155	2	3	3	NUM
sc-1152	155	3	.	.	PUNCT
sc-1152	155	4	{	{	PUNCT
sc-1152	155	5	.	.	PUNCT
sc-1152	156	1	(	(	PUNCT
sc-1152	156	2	)	)	PUNCT
sc-1152	156	3	(	(	PUNCT
sc-1152	156	4	1	1	NUM
sc-1152	156	5	)	)	PUNCT
sc-1152	156	6	.	.	PUNCT
sc-1152	157	1	(	(	PUNCT
sc-1152	157	2	)	)	PUNCT
sc-1152	157	3	}	}	PUNCT
sc-1152	157	4	(	(	PUNCT
sc-1152	157	5	)	)	PUNCT
sc-1152	157	6	.	.	PUNCT
sc-1152	158	1	(	(	PUNCT
sc-1152	158	2	1	1	X
sc-1152	158	3	)	)	PUNCT
sc-1152	158	4	.(1	.(1	PUNCT
sc-1152	158	5	)	)	PUNCT
sc-1152	158	6	.	.	PUNCT
sc-1152	159	1	(	(	PUNCT
sc-1152	159	2	)	)	PUNCT
sc-1152	159	3	.	.	PUNCT
sc-1152	160	1	c	c	NOUN
sc-1152	161	1	c	c	NOUN
sc-1152	161	2	s	s	ADP
sc-1152	161	3	c	c	NOUN
sc-1152	161	4	s	s	ADP
sc-1152	161	5	c	c	NOUN
sc-1152	161	6	s	s	ADP
sc-1152	161	7	c	c	NOUN
sc-1152	161	8	a	a	DET
sc-1152	161	9	c	c	NOUN
sc-1152	161	10	e	e	NOUN
sc-1152	161	11	c	c	NOUN
sc-1152	161	12	f	f	PROPN
sc-1152	161	13	c	c	PROPN
sc-1152	161	14	a	a	DET
sc-1152	161	15	v	v	NOUN
sc-1152	161	16	v	v	NOUN
sc-1152	161	17	v	v	NOUN
sc-1152	161	18			NOUN
sc-1152	161	19			NOUN
sc-1152	161	20			ADJ
sc-1152	161	21			PROPN
sc-1152	161	22			PROPN
sc-1152	161	23			PROPN
sc-1152	161	24			PUNCT
sc-1152	161	25			PROPN
sc-1152	161	26			ADP
sc-1152	161	27			PUNCT
sc-1152	161	28			PUNCT
sc-1152	161	29			PROPN
sc-1152	161	30			NOUN
sc-1152	161	31			PROPN
sc-1152	161	32			NOUN
sc-1152	161	33			ADV
sc-1152	161	34			VERB
sc-1152	161	35			PRON
sc-1152	161	36			PROPN
sc-1152	161	37	(	(	PUNCT
sc-1152	161	38	2	2	NUM
sc-1152	161	39	)	)	PUNCT
sc-1152	161	40	where	where	SCONJ
sc-1152	161	41	,	,	PUNCT
sc-1152	161	42	c	c	PROPN
sc-1152	161	43	s	s	PART
sc-1152	161	44			NOUN
sc-1152	161	45	,	,	PUNCT
sc-1152	161	46	c	c	PROPN
sc-1152	161	47	a	a	DET
sc-1152	161	48			NOUN
sc-1152	161	49	and	and	CCONJ
sc-1152	161	50	3	3	NUM
sc-1152	161	51	v	v	NOUN
sc-1152	161	52	represent	represent	VERB
sc-1152	161	53	the	the	DET
sc-1152	161	54	power	power	NOUN
sc-1152	161	55	consumed	consume	VERB
sc-1152	161	56	in	in	ADP
sc-1152	161	57	cloud	cloud	NOUN
sc-1152	161	58	storage	storage	NOUN
sc-1152	161	59	,	,	PUNCT
sc-1152	161	60	cloud	cloud	NOUN
sc-1152	161	61	storage	storage	NOUN
sc-1152	161	62	cum	cum	NOUN
sc-1152	161	63	processing	processing	NOUN
sc-1152	161	64	and	and	CCONJ
sc-1152	161	65	amount	amount	NOUN
sc-1152	161	66	of	of	ADP
sc-1152	161	67	data	datum	NOUN
sc-1152	161	68	that	that	PRON
sc-1152	161	69	is	be	AUX
sc-1152	161	70	migrated	migrate	VERB
sc-1152	161	71	to	to	ADP
sc-1152	161	72	the	the	DET
sc-1152	161	73	cloud	cloud	NOUN
sc-1152	161	74	layer	layer	NOUN
sc-1152	161	75	through	through	ADP
sc-1152	161	76	cloud	cloud	NOUN
sc-1152	161	77	-	-	PUNCT
sc-1152	161	78	fog	fog	NOUN
sc-1152	161	79	gateway	gateway	NOUN
sc-1152	161	80	interface	interface	NOUN
sc-1152	161	81	(	(	PUNCT
sc-1152	161	82	21	21	NUM
sc-1152	161	83	-	-	SYM
sc-1152	161	84	22	22	NUM
sc-1152	161	85	in	in	ADP
sc-1152	161	86	fig	fig	NOUN
sc-1152	161	87	1	1	NUM
sc-1152	161	88	)	)	PUNCT
sc-1152	161	89	.	.	PUNCT
sc-1152	162	1	e	e	X
sc-1152	162	2			X
sc-1152	162	3	(	(	PUNCT
sc-1152	162	4	(	(	PUNCT
sc-1152	162	5	usd	usd	PROPN
sc-1152	162	6	/	/	SYM
sc-1152	162	7	kwh	kwh	NOUN
sc-1152	162	8	)	)	PUNCT
sc-1152	162	9	)	)	PUNCT
sc-1152	162	10	is	be	AUX
sc-1152	162	11	the	the	DET
sc-1152	162	12	energy	energy	NOUN
sc-1152	162	13	to	to	PART
sc-1152	162	14	cost	cost	VERB
sc-1152	162	15	conversion	conversion	NOUN
sc-1152	162	16	factor	factor	NOUN
sc-1152	162	17	.	.	PUNCT
sc-1152	163	1	1	1	NUM
sc-1152	163	2	3	3	NUM
sc-1152	163	3	.	.	PUNCT
sc-1152	164	1	(	(	PUNCT
sc-1152	164	2	1	1	NUM
sc-1152	164	3	)	)	PUNCT
sc-1152	164	4	.(1	.(1	PUNCT
sc-1152	164	5	)	)	PUNCT
sc-1152	164	6	.	.	PUNCT
sc-1152	165	1	(	(	PUNCT
sc-1152	165	2	)	)	PUNCT
sc-1152	165	3	.	.	PUNCT
sc-1152	166	1	1	1	NUM
sc-1152	166	2	1	1	NUM
sc-1152	166	3	1	1	NUM
sc-1152	166	4	.	.	PUNCT
sc-1152	167	1	c	c	NOUN
sc-1152	168	1	c	c	NOUN
sc-1152	168	2	f	f	PROPN
sc-1152	169	1	d	d	X
sc-1152	169	2	c	c	NOUN
sc-1152	169	3	l	l	NOUN
sc-1152	169	4	d	d	X
sc-1152	169	5	e	e	X
sc-1152	169	6	e	e	X
sc-1152	169	7	f	f	X
sc-1152	169	8	f	f	PROPN
sc-1152	169	9	c	c	PROPN
sc-1152	169	10	v	v	ADP
sc-1152	169	11	v	v	PROPN
sc-1152	169	12	w	w	PROPN
sc-1152	169	13	w	w	PROPN
sc-1152	169	14	w	w	PROPN
sc-1152	169	15	w	w	PROPN
sc-1152	169	16	w	w	PROPN
sc-1152	169	17			PROPN
sc-1152	169	18			PROPN
sc-1152	169	19			PROPN
sc-1152	169	20			PROPN
sc-1152	169	21			PUNCT
sc-1152	169	22			PROPN
sc-1152	169	23			ADV
sc-1152	169	24			PROPN
sc-1152	169	25			ADV
sc-1152	169	26			VERB
sc-1152	169	27			ADJ
sc-1152	169	28			NOUN
sc-1152	170	1			NUM
sc-1152	170	2			NOUN
sc-1152	171	1			NOUN
sc-1152	171	2			NOUN
sc-1152	171	3			NOUN
sc-1152	171	4			NOUN
sc-1152	171	5			NOUN
sc-1152	171	6			ADJ
sc-1152	171	7			NOUN
sc-1152	171	8			PROPN
sc-1152	171	9			PROPN
sc-1152	171	10	(	(	PUNCT
sc-1152	171	11	3	3	NUM
sc-1152	171	12	)	)	PUNCT
sc-1152	171	13	l	l	NOUN
sc-1152	171	14			X
sc-1152	171	15	(	(	PUNCT
sc-1152	171	16	usd	usd	NOUN
sc-1152	171	17	/	/	SYM
sc-1152	171	18	minutes	minute	NOUN
sc-1152	171	19	)	)	PUNCT
sc-1152	171	20	is	be	AUX
sc-1152	171	21	the	the	DET
sc-1152	171	22	delay	delay	NOUN
sc-1152	171	23	to	to	PART
sc-1152	171	24	cost	cost	VERB
sc-1152	171	25	conversion	conversion	NOUN
sc-1152	171	26	factor	factor	NOUN
sc-1152	171	27	.	.	PUNCT
sc-1152	172	1			X
sc-1152	172	2	1	1	PROPN
sc-1152	172	3	(	(	PUNCT
sc-1152	172	4	)	)	PUNCT
sc-1152	172	5	.	.	PUNCT
sc-1152	172	6	.	.	PUNCT
sc-1152	173	1	.(1	.(1	PUNCT
sc-1152	173	2	)	)	PUNCT
sc-1152	173	3	.	.	PUNCT
sc-1152	174	1	c	c	NOUN
sc-1152	175	1	c	c	NOUN
sc-1152	175	2	c	c	NOUN
sc-1152	175	3	g	g	PROPN
sc-1152	175	4	c	c	PROPN
sc-1152	175	5	c	c	NOUN
sc-1152	175	6	v	v	NOUN
sc-1152	175	7	v	v	ADP
sc-1152	175	8			PROPN
sc-1152	175	9			ADV
sc-1152	175	10			PUNCT
sc-1152	175	11			PROPN
sc-1152	175	12			PROPN
sc-1152	175	13	(	(	PUNCT
sc-1152	175	14	4	4	X
sc-1152	175	15	)	)	PUNCT
sc-1152	175	16			NOUN
sc-1152	175	17	and	and	CCONJ
sc-1152	175	18	g	g	PROPN
sc-1152	175	19			X
sc-1152	175	20	represents	represent	VERB
sc-1152	175	21	the	the	DET
sc-1152	175	22	gas	gas	NOUN
sc-1152	175	23	emissions	emission	NOUN
sc-1152	175	24	rate	rate	NOUN
sc-1152	175	25	from	from	ADP
sc-1152	175	26	the	the	DET
sc-1152	175	27	data	data	NOUN
sc-1152	175	28	centers	center	NOUN
sc-1152	175	29	and	and	CCONJ
sc-1152	175	30	emission	emission	NOUN
sc-1152	175	31	to	to	PART
sc-1152	175	32	cost	cost	VERB
sc-1152	175	33	conversion	conversion	NOUN
sc-1152	175	34	factor	factor	NOUN
sc-1152	175	35	.	.	PUNCT
sc-1152	176	1	2	2	X
sc-1152	176	2	.	.	X
sc-1152	176	3	cost	cost	NOUN
sc-1152	176	4	profile	profile	NOUN
sc-1152	176	5	for	for	ADP
sc-1152	176	6	fog	fog	ADJ
sc-1152	176	7	aware	aware	ADJ
sc-1152	176	8	cloud	cloud	NOUN
sc-1152	176	9	processing	processing	NOUN
sc-1152	176	10	:	:	PUNCT
sc-1152	176	11	(	(	PUNCT
sc-1152	176	12	)	)	PUNCT
sc-1152	176	13	(	(	PUNCT
sc-1152	176	14	)	)	PUNCT
sc-1152	176	15	(	(	PUNCT
sc-1152	176	16	)	)	PUNCT
sc-1152	177	1	(	(	PUNCT
sc-1152	177	2	)	)	PUNCT
sc-1152	177	3	f	f	PROPN
sc-1152	178	1	f	f	X
sc-1152	179	1	f	f	X
sc-1152	179	2	f	f	PROPN
sc-1152	180	1	f	f	PROPN
sc-1152	180	2	x	x	X
sc-1152	180	3	c	c	NOUN
sc-1152	180	4	v	v	NOUN
sc-1152	180	5	c	c	PROPN
sc-1152	180	6	w	w	PROPN
sc-1152	180	7	c	c	PROPN
sc-1152	180	8	c	c	PROPN
sc-1152	180	9			ADV
sc-1152	180	10			X
sc-1152	180	11	(	(	PUNCT
sc-1152	180	12	5	5	NUM
sc-1152	180	13	)	)	PUNCT
sc-1152	181	1	where	where	SCONJ
sc-1152	181	2	(	(	PUNCT
sc-1152	181	3	)	)	PUNCT
sc-1152	181	4	f	f	PROPN
sc-1152	181	5	f	f	PROPN
sc-1152	181	6	,	,	PUNCT
sc-1152	181	7	(	(	PUNCT
sc-1152	181	8	)	)	PUNCT
sc-1152	181	9	f	f	PROPN
sc-1152	181	10	c	c	NOUN
sc-1152	181	11	,	,	PUNCT
sc-1152	181	12	(	(	PUNCT
sc-1152	181	13	)	)	PUNCT
sc-1152	181	14	f	f	PROPN
sc-1152	181	15	c	c	PROPN
sc-1152	181	16	and	and	CCONJ
sc-1152	181	17	(	(	PUNCT
sc-1152	181	18	)	)	PUNCT
sc-1152	182	1	f	f	PROPN
sc-1152	183	1	c	c	PROPN
sc-1152	183	2	represent	represent	VERB
sc-1152	183	3	the	the	DET
sc-1152	183	4	overall	overall	ADJ
sc-1152	183	5	cost	cost	NOUN
sc-1152	183	6	function	function	NOUN
sc-1152	183	7	,	,	PUNCT
sc-1152	183	8	power	power	NOUN
sc-1152	183	9	consumption	consumption	NOUN
sc-1152	183	10	cost	cost	NOUN
sc-1152	183	11	(	(	PUNCT
sc-1152	183	12	incurred	incur	VERB
sc-1152	183	13	due	due	ADP
sc-1152	183	14	to	to	ADP
sc-1152	183	15	storage	storage	NOUN
sc-1152	183	16	and	and	CCONJ
sc-1152	183	17	execution	execution	NOUN
sc-1152	183	18	of	of	ADP
sc-1152	183	19	the	the	DET
sc-1152	183	20	data	datum	NOUN
sc-1152	183	21	at	at	ADP
sc-1152	183	22	the	the	DET
sc-1152	183	23	micro	micro	ADJ
sc-1152	183	24	datacenters	datacenter	NOUN
sc-1152	183	25	)	)	PUNCT
sc-1152	183	26	,	,	PUNCT
sc-1152	183	27	cost	cost	VERB
sc-1152	183	28	due	due	ADP
sc-1152	183	29	to	to	ADP
sc-1152	183	30	latency	latency	NOUN
sc-1152	183	31	terms	term	NOUN
sc-1152	183	32	and	and	CCONJ
sc-1152	183	33	the	the	DET
sc-1152	183	34	cost	cost	NOUN
sc-1152	183	35	due	due	ADP
sc-1152	183	36	to	to	ADP
sc-1152	183	37	carbon	carbon	NOUN
sc-1152	183	38	footprint	footprint	NOUN
sc-1152	183	39	at	at	ADP
sc-1152	183	40	the	the	DET
sc-1152	183	41	local	local	ADJ
sc-1152	183	42	data	data	NOUN
sc-1152	183	43	centers	center	NOUN
sc-1152	183	44	respectively	respectively	ADV
sc-1152	183	45	.	.	PUNCT
sc-1152	184	1	2	2	NUM
sc-1152	184	2	3	3	NUM
sc-1152	184	3	(	(	PUNCT
sc-1152	184	4	)	)	PUNCT
sc-1152	184	5	.(1	.(1	PUNCT
sc-1152	184	6	)	)	PUNCT
sc-1152	184	7	.	.	PUNCT
sc-1152	184	8	{	{	PUNCT
sc-1152	184	9	.	.	PUNCT
sc-1152	184	10	(	(	PUNCT
sc-1152	184	11	)	)	PUNCT
sc-1152	184	12	(	(	PUNCT
sc-1152	184	13	)	)	PUNCT
sc-1152	184	14	.	.	PUNCT
sc-1152	185	1	(	(	PUNCT
sc-1152	185	2	1	1	X
sc-1152	185	3	)	)	PUNCT
sc-1152	185	4	.(1	.(1	PUNCT
sc-1152	185	5	)	)	PUNCT
sc-1152	185	6	.	.	PUNCT
sc-1152	186	1	(	(	PUNCT
sc-1152	186	2	)	)	PUNCT
sc-1152	186	3	.	.	PUNCT
sc-1152	187	1	c	c	NOUN
sc-1152	188	1	f	f	PROPN
sc-1152	188	2	f	f	PROPN
sc-1152	188	3	a	a	DET
sc-1152	188	4	f	f	X
sc-1152	189	1	c	c	NOUN
sc-1152	189	2	f	f	PROPN
sc-1152	190	1	f	f	PROPN
sc-1152	190	2	s	s	PROPN
sc-1152	190	3	v	v	ADP
sc-1152	190	4	c	c	NOUN
sc-1152	190	5	v	v	NOUN
sc-1152	190	6			NOUN
sc-1152	190	7			X
sc-1152	190	8			PRON
sc-1152	190	9			PROPN
sc-1152	190	10			PROPN
sc-1152	190	11			PROPN
sc-1152	190	12			ADP
sc-1152	190	13			NUM
sc-1152	190	14			ADJ
sc-1152	190	15			ADJ
sc-1152	190	16			PROPN
sc-1152	190	17			ADP
sc-1152	190	18			PROPN
sc-1152	190	19			ADP
sc-1152	190	20			PROPN
sc-1152	190	21	(	(	PUNCT
sc-1152	190	22	6	6	NUM
sc-1152	190	23	)	)	PUNCT
sc-1152	190	24	where	where	SCONJ
sc-1152	190	25	,	,	PUNCT
sc-1152	190	26	f	f	PROPN
sc-1152	190	27	a	a	DET
sc-1152	190	28			NOUN
sc-1152	190	29	and	and	CCONJ
sc-1152	190	30	f	f	PROPN
sc-1152	190	31	s	s	PART
sc-1152	190	32			NOUN
sc-1152	190	33	represent	represent	VERB
sc-1152	190	34	the	the	DET
sc-1152	190	35	energy	energy	NOUN
sc-1152	190	36	consumed	consume	VERB
sc-1152	190	37	in	in	ADP
sc-1152	190	38	fog	fog	NOUN
sc-1152	190	39	processing	processing	NOUN
sc-1152	190	40	,	,	PUNCT
sc-1152	190	41	fog	fog	NOUN
sc-1152	190	42	processing	processing	NOUN
sc-1152	190	43	plus	plus	CCONJ
sc-1152	190	44	cloud	cloud	NOUN
sc-1152	190	45	storage	storage	NOUN
sc-1152	190	46	respectively	respectively	ADV
sc-1152	190	47	.	.	PUNCT
sc-1152	191	1	2	2	NUM
sc-1152	191	2	3	3	NUM
sc-1152	191	3	3	3	NUM
sc-1152	191	4	1	1	NUM
sc-1152	191	5	(	(	PUNCT
sc-1152	191	6	1	1	NUM
sc-1152	191	7	)	)	PUNCT
sc-1152	191	8	.	.	PUNCT
sc-1152	191	9	.	.	PUNCT
sc-1152	192	1	(	(	PUNCT
sc-1152	192	2	)	)	PUNCT
sc-1152	192	3	.	.	PUNCT
sc-1152	193	1	(	(	PUNCT
sc-1152	193	2	)	)	PUNCT
sc-1152	193	3	.	.	PUNCT
sc-1152	194	1	1	1	NUM
sc-1152	194	2	1	1	NUM
sc-1152	194	3	(	(	PUNCT
sc-1152	194	4	1	1	NUM
sc-1152	194	5	)	)	PUNCT
sc-1152	194	6	.(1	.(1	PUNCT
sc-1152	194	7	)	)	PUNCT
sc-1152	194	8	.	.	PUNCT
sc-1152	194	9	.	.	PUNCT
sc-1152	195	1	f	f	X
sc-1152	196	1	d	d	X
sc-1152	196	2	e	e	X
sc-1152	196	3	f	f	X
sc-1152	196	4	l	l	NOUN
sc-1152	196	5	c	c	NOUN
sc-1152	197	1	f	f	PROPN
sc-1152	197	2	e	e	X
sc-1152	197	3	f	f	X
sc-1152	197	4	f	f	PROPN
sc-1152	197	5	c	c	PROPN
sc-1152	197	6	v	v	ADP
sc-1152	197	7	v	v	PROPN
sc-1152	197	8	w	w	PROPN
sc-1152	197	9	w	w	PROPN
sc-1152	197	10	v	v	PROPN
sc-1152	197	11	w	w	PROPN
sc-1152	197	12			ADJ
sc-1152	197	13			PUNCT
sc-1152	197	14			PROPN
sc-1152	197	15			PROPN
sc-1152	197	16			SCONJ
sc-1152	197	17			PROPN
sc-1152	197	18			ADV
sc-1152	197	19			ADJ
sc-1152	197	20			NOUN
sc-1152	198	1			NOUN
sc-1152	198	2			X
sc-1152	199	1			X
sc-1152	199	2			VERB
sc-1152	199	3			ADV
sc-1152	199	4			PROPN
sc-1152	199	5			ADV
sc-1152	199	6			ADV
sc-1152	199	7			VERB
sc-1152	199	8			PROPN
sc-1152	199	9			NOUN
sc-1152	200	1			PROPN
sc-1152	200	2			PROPN
sc-1152	200	3	(	(	PUNCT
sc-1152	200	4	7	7	NUM
sc-1152	200	5	)	)	SYM
sc-1152	200	6	2	2	NUM
sc-1152	200	7	3	3	NUM
sc-1152	200	8	(	(	PUNCT
sc-1152	200	9	)	)	PUNCT
sc-1152	200	10	.(1	.(1	PUNCT
sc-1152	200	11	)	)	PUNCT
sc-1152	201	1	(	(	PUNCT
sc-1152	201	2	)	)	PUNCT
sc-1152	201	3	.	.	PUNCT
sc-1152	201	4	.	.	PUNCT
sc-1152	202	1	.(1	.(1	PUNCT
sc-1152	202	2	)	)	PUNCT
sc-1152	203	1	.(1	.(1	PUNCT
sc-1152	203	2	)	)	PUNCT
sc-1152	204	1	c	c	X
sc-1152	205	1	f	f	PROPN
sc-1152	206	1	c	c	NOUN
sc-1152	206	2	v	v	ADP
sc-1152	206	3	v	v	ADP
sc-1152	206	4	c	c	NOUN
sc-1152	206	5	v	v	NOUN
sc-1152	206	6			NOUN
sc-1152	206	7			ADJ
sc-1152	206	8			PROPN
sc-1152	206	9			PROPN
sc-1152	206	10			NOUN
sc-1152	206	11			PROPN
sc-1152	206	12			NOUN
sc-1152	206	13			PUNCT
sc-1152	206	14			PROPN
sc-1152	206	15			ADV
sc-1152	206	16			PROPN
sc-1152	206	17			ADV
sc-1152	206	18			PROPN
sc-1152	206	19	(	(	PUNCT
sc-1152	206	20	8)	8)	NUM
sc-1152	206	21	d	d	NOUN
sc-1152	206	22	c	c	PROPN
sc-1152	206	23	w	w	PROPN
sc-1152	206	24	,	,	PUNCT
sc-1152	206	25	d	d	PROPN
sc-1152	206	26	e	e	X
sc-1152	206	27	w	w	PROPN
sc-1152	206	28	,	,	PUNCT
sc-1152	206	29	e	e	PROPN
sc-1152	206	30	f	f	PROPN
sc-1152	206	31	w	w	PROPN
sc-1152	206	32	and	and	CCONJ
sc-1152	206	33	f	f	PROPN
sc-1152	206	34	c	c	PROPN
sc-1152	206	35	w	w	PROPN
sc-1152	206	36	represent	represent	VERB
sc-1152	206	37	the	the	DET
sc-1152	206	38	bandwidth	bandwidth	NOUN
sc-1152	206	39	of	of	ADP
sc-1152	206	40	the	the	DET
sc-1152	206	41	channel	channel	NOUN
sc-1152	206	42	linking	link	VERB
sc-1152	206	43	generators	generator	NOUN
sc-1152	206	44	to	to	ADP
sc-1152	206	45	mega	mega	ADJ
sc-1152	206	46	datacenters	datacenter	NOUN
sc-1152	206	47	(	(	PUNCT
sc-1152	206	48	when	when	SCONJ
sc-1152	206	49	data	datum	NOUN
sc-1152	206	50	demands	demand	VERB
sc-1152	206	51	pure	pure	ADJ
sc-1152	206	52	cloud	cloud	NOUN
sc-1152	206	53	storage	storage	NOUN
sc-1152	206	54	or	or	CCONJ
sc-1152	206	55	computations	computation	NOUN
sc-1152	206	56	)	)	PUNCT
sc-1152	206	57	,	,	PUNCT
sc-1152	206	58	generators	generator	NOUN
sc-1152	206	59	to	to	PART
sc-1152	206	60	edge	edge	VERB
sc-1152	206	61	routers	router	NOUN
sc-1152	206	62	,	,	PUNCT
sc-1152	206	63	edge	edge	NOUN
sc-1152	206	64	routers	router	NOUN
sc-1152	206	65	to	to	PART
sc-1152	206	66	fog	fog	VERB
sc-1152	206	67	gateways	gateway	NOUN
sc-1152	206	68	and	and	CCONJ
sc-1152	206	69	fog	fog	NOUN
sc-1152	206	70	gateways	gateway	NOUN
sc-1152	206	71	to	to	PART
sc-1152	206	72	cloud	cloud	VERB
sc-1152	206	73	gateways	gateway	NOUN
sc-1152	206	74	respectively	respectively	ADV
sc-1152	206	75	.	.	PUNCT
sc-1152	207	1	3	3	X
sc-1152	207	2	.	.	X
sc-1152	207	3	optimization	optimization	NOUN
sc-1152	207	4	model	model	NOUN
sc-1152	207	5	:	:	PUNCT
sc-1152	207	6	in	in	ADP
sc-1152	207	7	order	order	NOUN
sc-1152	207	8	to	to	PART
sc-1152	207	9	assess	assess	VERB
sc-1152	207	10	the	the	DET
sc-1152	207	11	viability	viability	NOUN
sc-1152	207	12	of	of	ADP
sc-1152	207	13	proposed	propose	VERB
sc-1152	207	14	fog	fog	PROPN
sc-1152	207	15	computing	computing	NOUN
sc-1152	207	16	framework	framework	NOUN
sc-1152	207	17	,	,	PUNCT
sc-1152	207	18	in	in	ADP
sc-1152	207	19	this	this	DET
sc-1152	207	20	subsection	subsection	NOUN
sc-1152	207	21	a	a	DET
sc-1152	207	22	cost	cost	NOUN
sc-1152	207	23	optimization	optimization	NOUN
sc-1152	207	24	model	model	NOUN
sc-1152	207	25	is	be	AUX
sc-1152	207	26	proposed	propose	VERB
sc-1152	207	27	.	.	PUNCT
sc-1152	208	1	the	the	DET
sc-1152	208	2	objective	objective	NOUN
sc-1152	208	3	is	be	AUX
sc-1152	208	4	to	to	PART
sc-1152	208	5	reveal	reveal	VERB
sc-1152	208	6	the	the	DET
sc-1152	208	7	fact	fact	NOUN
sc-1152	208	8	that	that	SCONJ
sc-1152	208	9	,	,	PUNCT
sc-1152	208	10	if	if	SCONJ
sc-1152	208	11	properly	properly	ADV
sc-1152	208	12	designed	design	VERB
sc-1152	208	13	,	,	PUNCT
sc-1152	208	14	a	a	DET
sc-1152	208	15	fog	fog	NOUN
sc-1152	208	16	computing	computing	NOUN
sc-1152	208	17	framework	framework	NOUN
sc-1152	208	18	can	can	AUX
sc-1152	208	19	circumvent	circumvent	VERB
sc-1152	208	20	intricacies	intricacy	NOUN
sc-1152	208	21	prevalent	prevalent	ADJ
sc-1152	208	22	in	in	ADP
sc-1152	208	23	contemporary	contemporary	ADJ
sc-1152	208	24	cloud	cloud	PROPN
sc-1152	208	25	computing	computing	NOUN
sc-1152	208	26	paradigms	paradigm	NOUN
sc-1152	208	27	.	.	PUNCT
sc-1152	209	1	the	the	DET
sc-1152	209	2	following	follow	VERB
sc-1152	209	3	optimization	optimization	NOUN
sc-1152	209	4	framework	framework	NOUN
sc-1152	209	5	captures	capture	VERB
sc-1152	209	6	the	the	DET
sc-1152	209	7	scenario	scenario	NOUN
sc-1152	209	8	where	where	SCONJ
sc-1152	209	9	former	former	ADJ
sc-1152	209	10	outperforms	outperform	VERB
sc-1152	209	11	the	the	DET
sc-1152	209	12	later	later	ADV
sc-1152	209	13	in	in	ADP
sc-1152	209	14	terms	term	NOUN
sc-1152	209	15	overall	overall	ADJ
sc-1152	209	16	performance	performance	NOUN
sc-1152	209	17	.	.	PUNCT
sc-1152	210	1	m	m	PROPN
sc-1152	210	2	axim	axim	PROPN
sc-1152	210	3	ize	ize	VERB
sc-1152	210	4			PROPN
sc-1152	210	5	m	m	ADV
sc-1152	210	6	in	in	ADP
sc-1152	210	7	(	(	PUNCT
sc-1152	210	8	)	)	PUNCT
sc-1152	210	9	m	m	VERB
sc-1152	210	10	in	in	ADP
sc-1152	210	11	(	(	PUNCT
sc-1152	210	12	)	)	PUNCT
sc-1152	210	13	f	f	PROPN
sc-1152	211	1	f	f	X
sc-1152	211	2	x	x	X
sc-1152	211	3	f	f	PROPN
sc-1152	211	4	x	x	PROPN
sc-1152	211	5	(	(	PUNCT
sc-1152	211	6	9	9	NUM
sc-1152	211	7	)	)	PUNCT
sc-1152	211	8	subject	subject	NOUN
sc-1152	211	9	to	to	ADP
sc-1152	211	10	:	:	PUNCT
sc-1152	211	11	1	1	NUM
sc-1152	211	12	v	v	NOUN
sc-1152	211	13	v	v	ADP
sc-1152	211	14	v	v	ADV
sc-1152	211	15			X
sc-1152	211	16	(	(	PUNCT
sc-1152	211	17	10	10	NUM
sc-1152	211	18	)	)	PUNCT
sc-1152	211	19	(	(	PUNCT
sc-1152	211	20	)	)	PUNCT
sc-1152	211	21	(	(	PUNCT
sc-1152	211	22	)	)	PUNCT
sc-1152	211	23	f	f	PROPN
sc-1152	212	1	c	c	NOUN
sc-1152	212	2	c	c	X
sc-1152	212	3	c	c	PROPN
sc-1152	212	4	c	c	X
sc-1152	212	5	(	(	PUNCT
sc-1152	212	6	11	11	NUM
sc-1152	212	7	)	)	PUNCT
sc-1152	212	8	(	(	PUNCT
sc-1152	212	9	)	)	PUNCT
sc-1152	212	10	(	(	PUNCT
sc-1152	212	11	)	)	PUNCT
sc-1152	213	1	f	f	PROPN
sc-1152	213	2	c	c	X
sc-1152	213	3	w	w	PROPN
sc-1152	213	4	c	c	NOUN
sc-1152	213	5	w	w	X
sc-1152	213	6	(	(	PUNCT
sc-1152	213	7	12	12	NUM
sc-1152	213	8	)	)	PUNCT
sc-1152	213	9	5	5	NUM
sc-1152	213	10	.	.	NOUN
sc-1152	213	11	simulations	simulation	NOUN
sc-1152	213	12	and	and	CCONJ
sc-1152	213	13	results	result	NOUN
sc-1152	213	14	for	for	ADP
sc-1152	213	15	simulating	simulate	VERB
sc-1152	213	16	the	the	DET
sc-1152	213	17	topology	topology	NOUN
sc-1152	213	18	,	,	PUNCT
sc-1152	213	19	the	the	DET
sc-1152	213	20	100	100	NUM
sc-1152	213	21	most	most	ADV
sc-1152	213	22	populated	populated	ADJ
sc-1152	213	23	cities	city	NOUN
sc-1152	213	24	around	around	ADP
sc-1152	213	25	the	the	DET
sc-1152	213	26	world	world	NOUN
sc-1152	213	27	are	be	AUX
sc-1152	213	28	considered	consider	VERB
sc-1152	213	29	for	for	ADP
sc-1152	213	30	representing	represent	VERB
sc-1152	213	31	the	the	DET
sc-1152	213	32	number	number	NOUN
sc-1152	213	33	of	of	ADP
sc-1152	213	34	iot	iot	NOUN
sc-1152	213	35	users	user	NOUN
sc-1152	213	36	and	and	CCONJ
sc-1152	213	37	the	the	DET
sc-1152	213	38	corresponding	corresponding	ADJ
sc-1152	213	39	geographical	geographical	ADJ
sc-1152	213	40	coordinates	coordinate	NOUN
sc-1152	213	41	are	be	AUX
sc-1152	213	42	used	use	VERB
sc-1152	213	43	to	to	PART
sc-1152	213	44	determine	determine	VERB
sc-1152	213	45	the	the	DET
sc-1152	213	46	relative	relative	ADJ
sc-1152	213	47	euclidian	euclidian	ADJ
sc-1152	213	48	distance	distance	NOUN
sc-1152	213	49	.	.	PUNCT
sc-1152	214	1	the	the	DET
sc-1152	214	2	number	number	NOUN
sc-1152	214	3	of	of	ADP
sc-1152	214	4	application	application	NOUN
sc-1152	214	5	consumers	consumer	NOUN
sc-1152	214	6	and	and	CCONJ
sc-1152	214	7	the	the	DET
sc-1152	214	8	potential	potential	ADJ
sc-1152	214	9	data	datum	NOUN
sc-1152	214	10	traffic	traffic	NOUN
sc-1152	214	11	is	be	AUX
sc-1152	214	12	assumed	assume	VERB
sc-1152	214	13	to	to	PART
sc-1152	214	14	be	be	AUX
sc-1152	214	15	proportional	proportional	ADJ
sc-1152	214	16	to	to	ADP
sc-1152	214	17	the	the	DET
sc-1152	214	18	population	population	NOUN
sc-1152	214	19	of	of	ADP
sc-1152	214	20	internet	internet	NOUN
sc-1152	214	21	users	user	NOUN
sc-1152	214	22	of	of	ADP
sc-1152	214	23	the	the	DET
sc-1152	214	24	city	city	NOUN
sc-1152	214	25	.	.	PUNCT
sc-1152	215	1	the	the	DET
sc-1152	215	2	user	user	NOUN
sc-1152	215	3	to	to	PART
sc-1152	215	4	fog	fog	VERB
sc-1152	215	5	links	link	NOUN
sc-1152	215	6	allows	allow	VERB
sc-1152	215	7	transmission	transmission	NOUN
sc-1152	215	8	of	of	ADP
sc-1152	215	9	packets	packet	NOUN
sc-1152	215	10	of	of	ADP
sc-1152	215	11	34	34	NUM
sc-1152	215	12	to	to	PART
sc-1152	215	13	64k	64k	NUM
sc-1152	215	14	bytes	byte	NOUN
sc-1152	215	15	following	follow	VERB
sc-1152	215	16	poisson	poisson	PROPN
sc-1152	215	17	arrival	arrival	NOUN
sc-1152	215	18	pattern	pattern	NOUN
sc-1152	215	19	having	have	VERB
sc-1152	215	20	8	8	NUM
sc-1152	215	21	byte	byte	NOUN
sc-1152	215	22	instruction	instruction	NOUN
sc-1152	215	23	size	size	NOUN
sc-1152	215	24	.	.	PUNCT
sc-1152	216	1	the	the	DET
sc-1152	216	2	capacity	capacity	NOUN
sc-1152	216	3	of	of	ADP
sc-1152	216	4	user	user	NOUN
sc-1152	216	5	to	to	PART
sc-1152	216	6	fog	fog	VERB
sc-1152	216	7	links	link	NOUN
sc-1152	216	8	and	and	CCONJ
sc-1152	216	9	fog	fog	NOUN
sc-1152	216	10	to	to	ADP
sc-1152	216	11	cloud	cloud	NOUN
sc-1152	216	12	links	link	NOUN
sc-1152	216	13	is	be	AUX
sc-1152	216	14	assumed	assume	VERB
sc-1152	216	15	as	as	ADP
sc-1152	216	16	1gbps	1gbps	NUM
sc-1152	216	17	and	and	CCONJ
sc-1152	216	18	10gbps	10gbps	NUM
sc-1152	216	19	respectively	respectively	ADV
sc-1152	216	20	.	.	PUNCT
sc-1152	217	1	for	for	ADP
sc-1152	217	2	assessment	assessment	NOUN
sc-1152	217	3	of	of	ADP
sc-1152	217	4	system	system	NOUN
sc-1152	217	5	performance	performance	NOUN
sc-1152	217	6	against	against	ADP
sc-1152	217	7	the	the	DET
sc-1152	217	8	network	network	NOUN
sc-1152	217	9	parameters	parameter	NOUN
sc-1152	217	10	the	the	DET
sc-1152	217	11	total	total	ADJ
sc-1152	217	12	population	population	NOUN
sc-1152	217	13	of	of	ADP
sc-1152	217	14	consumers	consumer	NOUN
sc-1152	217	15	is	be	AUX
sc-1152	217	16	captured	capture	VERB
sc-1152	217	17	in	in	ADP
sc-1152	217	18	a	a	DET
sc-1152	217	19	variable	variable	NOUN
sc-1152	217	20	in	in	ADP
sc-1152	217	21	the	the	DET
sc-1152	217	22	range	range	NOUN
sc-1152	217	23	[	[	X
sc-1152	217	24	10000	10000	NUM
sc-1152	217	25	,	,	PUNCT
sc-1152	217	26	100000	100000	NUM
sc-1152	217	27	]	]	PUNCT
sc-1152	217	28	.	.	PUNCT
sc-1152	218	1	the	the	DET
sc-1152	218	2	number	number	NOUN
sc-1152	218	3	of	of	ADP
sc-1152	218	4	data	datum	NOUN
sc-1152	218	5	centers	center	NOUN
sc-1152	218	6	is	be	AUX
sc-1152	218	7	considered	consider	VERB
sc-1152	218	8	to	to	PART
sc-1152	218	9	be	be	AUX
sc-1152	218	10	8	8	NUM
sc-1152	218	11	and	and	CCONJ
sc-1152	218	12	the	the	DET
sc-1152	218	13	pairwise	pairwise	NOUN
sc-1152	218	14	euclidian	euclidian	ADJ
sc-1152	218	15	distance	distance	NOUN
sc-1152	218	16	is	be	AUX
sc-1152	218	17	stored	store	VERB
sc-1152	218	18	in	in	ADP
sc-1152	218	19	2d	2d	NUM
sc-1152	218	20	variable	variable	ADJ
sc-1152	218	21			PROPN
sc-1152	218	22			PUNCT
sc-1152	218	23			PROPN
sc-1152	218	24	e	e	PROPN
sc-1152	218	25	d	d	PROPN
sc-1152	218	26	.	.	PUNCT
sc-1152	219	1	for	for	ADP
sc-1152	219	2	cost	cost	NOUN
sc-1152	219	3	analysis	analysis	NOUN
sc-1152	219	4	,	,	PUNCT
sc-1152	219	5	the	the	DET
sc-1152	219	6	cost	cost	NOUN
sc-1152	219	7	of	of	ADP
sc-1152	219	8	1gbps	1gbps	NUM
sc-1152	219	9	and	and	CCONJ
sc-1152	219	10	10gbps	10gbps	NUM
sc-1152	219	11	gateway	gateway	NOUN
sc-1152	219	12	router	router	NOUN
sc-1152	219	13	port	port	NOUN
sc-1152	219	14	is	be	AUX
sc-1152	219	15	kept	keep	VERB
sc-1152	219	16	usd50	usd50	PROPN
sc-1152	219	17	each	each	PRON
sc-1152	219	18	per	per	ADP
sc-1152	219	19	year	year	NOUN
sc-1152	219	20	while	while	SCONJ
sc-1152	219	21	cost	cost	NOUN
sc-1152	219	22	of	of	ADP
sc-1152	219	23	server	server	NOUN
sc-1152	219	24	is	be	AUX
sc-1152	219	25	usd	usd	NOUN
sc-1152	219	26	4000	4000	NUM
sc-1152	219	27	per	per	ADP
sc-1152	219	28	year	year	NOUN
sc-1152	219	29	.	.	PUNCT
sc-1152	220	1	these	these	DET
sc-1152	220	2	routers	router	NOUN
sc-1152	220	3	are	be	AUX
sc-1152	220	4	assumed	assume	VERB
sc-1152	220	5	to	to	PART
sc-1152	220	6	consume	consume	VERB
sc-1152	220	7	electricity	electricity	NOUN
sc-1152	220	8	at	at	ADP
sc-1152	220	9	20w	20w	NOUN
sc-1152	220	10	and	and	CCONJ
sc-1152	220	11	40w	40w	NOUN
sc-1152	220	12	respectively	respectively	ADV
sc-1152	220	13	.	.	PUNCT
sc-1152	221	1	upload	upload	VERB
sc-1152	221	2	rate	rate	NOUN
sc-1152	221	3	is	be	AUX
sc-1152	221	4	usd	usd	NOUN
sc-1152	221	5	12	12	NUM
sc-1152	221	6	per	per	ADP
sc-1152	221	7	byte	byte	NOUN
sc-1152	221	8	while	while	SCONJ
sc-1152	221	9	storage	storage	NOUN
sc-1152	221	10	cost	cost	NOUN
sc-1152	221	11	is	be	AUX
sc-1152	221	12	kept	keep	VERB
sc-1152	221	13	in	in	ADP
sc-1152	221	14	the	the	DET
sc-1152	221	15	range	range	NOUN
sc-1152	221	16	of	of	ADP
sc-1152	221	17	usd	usd	NOUN
sc-1152	221	18	0.45	0.45	NUM
sc-1152	221	19	-	-	SYM
sc-1152	221	20	0.55	0.55	NUM
sc-1152	221	21	per	per	ADP
sc-1152	221	22	hour	hour	NOUN
sc-1152	221	23	.	.	PUNCT
sc-1152	222	1	the	the	DET
sc-1152	222	2	penalty	penalty	NOUN
sc-1152	222	3	corresponding	correspond	VERB
sc-1152	222	4	to	to	ADP
sc-1152	222	5	co2	co2	NOUN
sc-1152	222	6	emission	emission	NOUN
sc-1152	222	7	is	be	AUX
sc-1152	222	8	kept	keep	VERB
sc-1152	222	9	usd	usd	NOUN
sc-1152	222	10	1000	1000	NUM
sc-1152	222	11	per	per	ADP
sc-1152	222	12	tons	ton	NOUN
sc-1152	222	13	of	of	ADP
sc-1152	222	14	co2	co2	NOUN
sc-1152	222	15	emitted	emit	VERB
sc-1152	222	16	.	.	PUNCT
sc-1152	223	1	the	the	DET
sc-1152	223	2	formulated	formulate	VERB
sc-1152	223	3	optimization	optimization	NOUN
sc-1152	223	4	model	model	NOUN
sc-1152	223	5	is	be	AUX
sc-1152	223	6	a	a	DET
sc-1152	223	7	multistage	multistage	NOUN
sc-1152	223	8	,	,	PUNCT
sc-1152	223	9	discrete	discrete	ADJ
sc-1152	223	10	,	,	PUNCT
sc-1152	223	11	nonlinear	nonlinear	ADJ
sc-1152	223	12	,	,	PUNCT
sc-1152	223	13	constrained	constrain	VERB
sc-1152	223	14	mixed	mixed	ADJ
sc-1152	223	15	-	-	PUNCT
sc-1152	223	16	integer	integer	NOUN
sc-1152	223	17	programming	programming	NOUN
sc-1152	223	18	problem	problem	NOUN
sc-1152	223	19	(	(	PUNCT
sc-1152	223	20	minlp	minlp	PROPN
sc-1152	223	21	)	)	PUNCT
sc-1152	223	22	.	.	PUNCT
sc-1152	224	1	usually	usually	ADV
sc-1152	224	2	classical	classical	ADJ
sc-1152	224	3	mathematical	mathematical	ADJ
sc-1152	224	4	programming	programming	NOUN
sc-1152	224	5	techniques	technique	NOUN
sc-1152	224	6	fail	fail	VERB
sc-1152	224	7	to	to	PART
sc-1152	224	8	provide	provide	VERB
sc-1152	224	9	tractable	tractable	ADJ
sc-1152	224	10	solutions	solution	NOUN
sc-1152	224	11	to	to	ADP
sc-1152	224	12	such	such	ADJ
sc-1152	224	13	problems	problem	NOUN
sc-1152	224	14	.	.	PUNCT
sc-1152	225	1	evolutionary	evolutionary	ADJ
sc-1152	225	2	optimization	optimization	NOUN
sc-1152	225	3	algorithms	algorithm	NOUN
sc-1152	225	4	specifically	specifically	ADV
sc-1152	225	5	meta	meta	ADJ
sc-1152	225	6	-	-	PUNCT
sc-1152	225	7	heuristic	heuristic	ADJ
sc-1152	225	8	methods	method	NOUN
sc-1152	225	9	such	such	ADJ
sc-1152	225	10	as	as	ADP
sc-1152	225	11	differential	differential	ADJ
sc-1152	225	12	evolution	evolution	NOUN
sc-1152	225	13	(	(	PUNCT
sc-1152	225	14	de	de	NOUN
sc-1152	225	15	)	)	PUNCT
sc-1152	225	16	[	[	X
sc-1152	225	17	price	price	NOUN
sc-1152	225	18	]	]	PUNCT
sc-1152	225	19	are	be	AUX
sc-1152	225	20	promising	promise	VERB
sc-1152	225	21	approach	approach	NOUN
sc-1152	225	22	to	to	PART
sc-1152	225	23	solve	solve	VERB
sc-1152	225	24	an	an	DET
sc-1152	225	25	minlp	minlp	NOUN
sc-1152	225	26	.	.	PUNCT
sc-1152	226	1	de	de	X
sc-1152	226	2	is	be	AUX
sc-1152	226	3	a	a	DET
sc-1152	226	4	population	population	NOUN
sc-1152	226	5	-	-	PUNCT
sc-1152	226	6	based	base	VERB
sc-1152	226	7	evolutionary	evolutionary	ADJ
sc-1152	226	8	optimization	optimization	NOUN
sc-1152	226	9	method	method	NOUN
sc-1152	226	10	which	which	PRON
sc-1152	226	11	had	have	AUX
sc-1152	226	12	proven	prove	VERB
sc-1152	226	13	to	to	PART
sc-1152	226	14	be	be	AUX
sc-1152	226	15	very	very	ADV
sc-1152	226	16	simple	simple	ADJ
sc-1152	226	17	yet	yet	ADV
sc-1152	226	18	powerful	powerful	ADJ
sc-1152	226	19	to	to	PART
sc-1152	226	20	solve	solve	VERB
sc-1152	226	21	minimization	minimization	NOUN
sc-1152	226	22	problems	problem	NOUN
sc-1152	226	23	with	with	ADP
sc-1152	226	24	nonlinear	nonlinear	ADJ
sc-1152	226	25	and	and	CCONJ
sc-1152	226	26	multi	multi	ADJ
sc-1152	226	27	-	-	ADJ
sc-1152	226	28	modal	modal	ADJ
sc-1152	226	29	objective	objective	ADJ
sc-1152	226	30	functions	function	NOUN
sc-1152	226	31	.	.	PUNCT
sc-1152	227	1	it	it	PRON
sc-1152	227	2	differs	differ	VERB
sc-1152	227	3	from	from	ADP
sc-1152	227	4	conventional	conventional	ADJ
sc-1152	227	5	evolutionary	evolutionary	ADJ
sc-1152	227	6	6	6	NUM
sc-1152	227	7	md	md	PROPN
sc-1152	227	8	.	.	PUNCT
sc-1152	228	1	muzakkir	muzakkir	PROPN
sc-1152	228	2	hussain	hussain	PROPN
sc-1152	228	3	et	et	PROPN
sc-1152	228	4	al	al	PROPN
sc-1152	228	5	.	.	PUNCT
sc-1152	229	1	eai	eai	PROPN
sc-1152	229	2	endorsed	endorse	VERB
sc-1152	229	3	transactions	transaction	NOUN
sc-1152	229	4	on	on	ADP
sc-1152	229	5	smart	smart	ADJ
sc-1152	229	6	cities	city	NOUN
sc-1152	229	7	12	12	NUM
sc-1152	229	8	2017	2017	NUM
sc-1152	229	9	02	02	NUM
sc-1152	229	10	2018	2018	NUM
sc-1152	229	11	|	|	ADV
sc-1152	229	12	volume	volume	NOUN
sc-1152	229	13	2	2	NUM
sc-1152	229	14	|	|	ADV
sc-1152	229	15	issue	issue	VERB
sc-1152	229	16	7	7	NUM
sc-1152	229	17	|	|	ADV
sc-1152	229	18	e3	e3	VERB
sc-1152	229	19	algorithms	algorithm	NOUN
sc-1152	229	20	in	in	ADP
sc-1152	229	21	that	that	PRON
sc-1152	229	22	instead	instead	ADV
sc-1152	229	23	of	of	ADP
sc-1152	229	24	having	have	VERB
sc-1152	229	25	a	a	DET
sc-1152	229	26	predefined	predefine	VERB
sc-1152	229	27	probability	probability	NOUN
sc-1152	229	28	distribution	distribution	NOUN
sc-1152	229	29	function	function	NOUN
sc-1152	229	30	(	(	PUNCT
sc-1152	229	31	pdf	pdf	NOUN
sc-1152	229	32	)	)	PUNCT
sc-1152	229	33	for	for	ADP
sc-1152	229	34	mutation	mutation	NOUN
sc-1152	229	35	process	process	NOUN
sc-1152	229	36	,	,	PUNCT
sc-1152	229	37	it	it	PRON
sc-1152	229	38	utilizes	utilize	VERB
sc-1152	229	39	the	the	DET
sc-1152	229	40	differences	difference	NOUN
sc-1152	229	41	of	of	ADP
sc-1152	229	42	randomly	randomly	ADV
sc-1152	229	43	sampled	sample	VERB
sc-1152	229	44	pairs	pair	NOUN
sc-1152	229	45	of	of	ADP
sc-1152	229	46	objective	objective	ADJ
sc-1152	229	47	vectors	vector	NOUN
sc-1152	229	48	for	for	ADP
sc-1152	229	49	its	its	PRON
sc-1152	229	50	mutation	mutation	NOUN
sc-1152	229	51	process	process	NOUN
sc-1152	229	52	[	[	X
sc-1152	229	53	6	6	NUM
sc-1152	229	54	]	]	PUNCT
sc-1152	229	55	.	.	PUNCT
sc-1152	230	1	such	such	ADJ
sc-1152	230	2	variations	variation	NOUN
sc-1152	230	3	will	will	AUX
sc-1152	230	4	ensemble	ensemble	VERB
sc-1152	230	5	the	the	DET
sc-1152	230	6	topology	topology	NOUN
sc-1152	230	7	of	of	ADP
sc-1152	230	8	the	the	DET
sc-1152	230	9	objective	objective	ADJ
sc-1152	230	10	function	function	NOUN
sc-1152	230	11	towards	towards	ADP
sc-1152	230	12	optimization	optimization	NOUN
sc-1152	230	13	procedure	procedure	NOUN
sc-1152	230	14	thus	thus	ADV
sc-1152	230	15	providing	provide	VERB
sc-1152	230	16	more	more	ADV
sc-1152	230	17	efficacious	efficacious	ADJ
sc-1152	230	18	global	global	ADJ
sc-1152	230	19	optimization	optimization	NOUN
sc-1152	230	20	capability	capability	NOUN
sc-1152	230	21	.	.	PUNCT
sc-1152	231	1	we	we	PRON
sc-1152	231	2	employed	employ	VERB
sc-1152	231	3	,	,	PUNCT
sc-1152	231	4	a	a	DET
sc-1152	231	5	modified	modify	VERB
sc-1152	231	6	version	version	NOUN
sc-1152	231	7	of	of	ADP
sc-1152	231	8	differential	differential	ADJ
sc-1152	231	9	evolution	evolution	NOUN
sc-1152	231	10	with	with	ADP
sc-1152	231	11	fitness	fitness	NOUN
sc-1152	231	12	sharing	sharing	NOUN
sc-1152	231	13	function	function	NOUN
sc-1152	231	14	of	of	ADP
sc-1152	231	15	niche	niche	NOUN
sc-1152	231	16	radius	radius	NOUN
sc-1152	231	17	(	(	PUNCT
sc-1152	231	18	)	)	PUNCT
sc-1152	231	19	in	in	ADP
sc-1152	231	20	order	order	NOUN
sc-1152	231	21	to	to	PART
sc-1152	231	22	reduce	reduce	VERB
sc-1152	231	23	the	the	DET
sc-1152	231	24	fitness	fitness	NOUN
sc-1152	231	25	of	of	ADP
sc-1152	231	26	similar	similar	ADJ
sc-1152	231	27	offspring	offspring	NOUN
sc-1152	231	28	’s	’s	NOUN
sc-1152	231	29	.	.	PUNCT
sc-1152	232	1	the	the	DET
sc-1152	232	2	fitness	fitness	NOUN
sc-1152	232	3	function	function	NOUN
sc-1152	232	4	is	be	AUX
sc-1152	232	5	given	give	VERB
sc-1152	232	6	by	by	ADP
sc-1152	232	7	(	(	PUNCT
sc-1152	232	8	,	,	PUNCT
sc-1152	232	9	)	)	PUNCT
sc-1152	232	10	1	1	NUM
sc-1152	232	11	0	0	NUM
sc-1152	232	12	0	0	NUM
sc-1152	233	1	f	f	X
sc-1152	233	2	f	f	X
sc-1152	233	3	o	o	X
sc-1152	233	4	th	th	X
sc-1152	233	5	e	e	X
sc-1152	233	6	r	r	NOUN
sc-1152	233	7	w	w	PROPN
sc-1152	233	8	is	be	AUX
sc-1152	233	9	e	e	NOUN
sc-1152	233	10			ADJ
sc-1152	233	11			ADJ
sc-1152	233	12			ADJ
sc-1152	233	13			NOUN
sc-1152	233	14			VERB
sc-1152	233	15			ADV
sc-1152	233	16			ADP
sc-1152	233	17			NOUN
sc-1152	233	18			PROPN
sc-1152	233	19			PROPN
sc-1152	233	20			NOUN
sc-1152	233	21			SCONJ
sc-1152	234	1			PROPN
sc-1152	234	2	(	(	PUNCT
sc-1152	234	3	13	13	NUM
sc-1152	234	4	)	)	PUNCT
sc-1152	234	5	as	as	ADP
sc-1152	234	6	in	in	ADP
sc-1152	234	7	de	de	ADP
sc-1152	234	8	the	the	DET
sc-1152	234	9	evolution	evolution	NOUN
sc-1152	234	10	strategy	strategy	NOUN
sc-1152	234	11	is	be	AUX
sc-1152	234	12	focused	focus	VERB
sc-1152	234	13	to	to	PART
sc-1152	234	14	obtain	obtain	VERB
sc-1152	234	15	minimal	minimal	ADJ
sc-1152	234	16	optimal	optimal	ADJ
sc-1152	234	17	value	value	NOUN
sc-1152	234	18	,	,	PUNCT
sc-1152	234	19	of	of	ADP
sc-1152	234	20	the	the	DET
sc-1152	234	21	shared	share	VERB
sc-1152	234	22	fitness	fitness	NOUN
sc-1152	234	23	is	be	AUX
sc-1152	234	24	obtained	obtain	VERB
sc-1152	234	25	from	from	ADP
sc-1152	234	26	1	1	NUM
sc-1152	234	27	.	.	PUNCT
sc-1152	235	1	(	(	PUNCT
sc-1152	235	2	,	,	PUNCT
sc-1152	235	3	)	)	PUNCT
sc-1152	236	1	p	p	NOUN
sc-1152	236	2	s	s	X
sc-1152	236	3	j	j	PROPN
sc-1152	236	4	f	f	PROPN
sc-1152	236	5	j	j	PROPN
sc-1152	236	6	s	s	PROPN
sc-1152	236	7	f	f	X
sc-1152	236	8	f	f	PROPN
sc-1152	236	9	f	f	PROPN
sc-1152	236	10			PROPN
sc-1152	236	11			VERB
sc-1152	236	12			PRON
sc-1152	236	13			ADJ
sc-1152	236	14			X
sc-1152	236	15	(	(	PUNCT
sc-1152	236	16	14	14	NUM
sc-1152	236	17	)	)	PUNCT
sc-1152	236	18	where	where	SCONJ
sc-1152	236	19	,	,	PUNCT
sc-1152	236	20	j	j	PROPN
sc-1152	236	21	f	f	PROPN
sc-1152	236	22	controls	control	VERB
sc-1152	236	23	the	the	DET
sc-1152	236	24	crossover	crossover	NOUN
sc-1152	236	25	constant	constant	ADJ
sc-1152	236	26	commonly	commonly	ADV
sc-1152	236	27	determined	determine	VERB
sc-1152	236	28	on	on	ADP
sc-1152	236	29	a	a	DET
sc-1152	236	30	case	case	NOUN
sc-1152	236	31	to	to	PART
sc-1152	236	32	case	case	VERB
sc-1152	236	33	basis	basis	NOUN
sc-1152	236	34	.	.	PUNCT
sc-1152	237	1	in	in	ADP
sc-1152	237	2	order	order	NOUN
sc-1152	237	3	to	to	PART
sc-1152	237	4	guarantee	guarantee	VERB
sc-1152	237	5	the	the	DET
sc-1152	237	6	fact	fact	NOUN
sc-1152	237	7	that	that	SCONJ
sc-1152	237	8	the	the	DET
sc-1152	237	9	best	good	ADJ
sc-1152	237	10	offspring	offspring	NOUN
sc-1152	237	11	always	always	ADV
sc-1152	237	12	appear	appear	VERB
sc-1152	237	13	for	for	ADP
sc-1152	237	14	next	next	ADJ
sc-1152	237	15	generation	generation	NOUN
sc-1152	237	16	,	,	PUNCT
sc-1152	237	17	elitism	elitism	NOUN
sc-1152	237	18	is	be	AUX
sc-1152	237	19	employed	employ	VERB
sc-1152	237	20	.	.	PUNCT
sc-1152	238	1	further	further	ADJ
sc-1152	238	2	details	detail	NOUN
sc-1152	238	3	are	be	AUX
sc-1152	238	4	beyond	beyond	ADP
sc-1152	238	5	the	the	DET
sc-1152	238	6	objective	objective	NOUN
sc-1152	238	7	of	of	ADP
sc-1152	238	8	this	this	DET
sc-1152	238	9	paper	paper	NOUN
sc-1152	238	10	.	.	PUNCT
sc-1152	239	1	in	in	ADP
sc-1152	239	2	this	this	DET
sc-1152	239	3	section	section	NOUN
sc-1152	239	4	we	we	PRON
sc-1152	239	5	presented	present	VERB
sc-1152	239	6	the	the	DET
sc-1152	239	7	comparative	comparative	ADJ
sc-1152	239	8	result	result	NOUN
sc-1152	239	9	analysis	analysis	NOUN
sc-1152	239	10	of	of	ADP
sc-1152	239	11	cloud	cloud	NOUN
sc-1152	239	12	and	and	CCONJ
sc-1152	239	13	fog	fog	NOUN
sc-1152	239	14	execution	execution	NOUN
sc-1152	239	15	in	in	ADP
sc-1152	239	16	terms	term	NOUN
sc-1152	239	17	of	of	ADP
sc-1152	239	18	performance	performance	NOUN
sc-1152	239	19	metrics	metric	NOUN
sc-1152	239	20	namely	namely	ADV
sc-1152	239	21	response	response	VERB
sc-1152	239	22	times	time	NOUN
sc-1152	239	23	(	(	PUNCT
sc-1152	239	24	service	service	NOUN
sc-1152	239	25	delay	delay	NOUN
sc-1152	239	26	)	)	PUNCT
sc-1152	239	27	,	,	PUNCT
sc-1152	239	28	electricity	electricity	NOUN
sc-1152	239	29	consumption	consumption	NOUN
sc-1152	239	30	and	and	CCONJ
sc-1152	239	31	cost	cost	NOUN
sc-1152	239	32	of	of	ADP
sc-1152	239	33	architecture	architecture	NOUN
sc-1152	239	34	.	.	PUNCT
sc-1152	240	1	we	we	PRON
sc-1152	240	2	depict	depict	VERB
sc-1152	240	3	the	the	DET
sc-1152	240	4	overall	overall	ADJ
sc-1152	240	5	latency	latency	NOUN
sc-1152	240	6	profile	profile	NOUN
sc-1152	240	7	of	of	ADP
sc-1152	240	8	a	a	DET
sc-1152	240	9	fog	fog	NOUN
sc-1152	240	10	aware	aware	ADJ
sc-1152	240	11	cloud	cloud	NOUN
sc-1152	240	12	architecture	architecture	NOUN
sc-1152	240	13	with	with	ADP
sc-1152	240	14	a	a	DET
sc-1152	240	15	generic	generic	ADJ
sc-1152	240	16	cloud	cloud	NOUN
sc-1152	240	17	execution	execution	NOUN
sc-1152	240	18	scenario	scenario	NOUN
sc-1152	240	19	.	.	PUNCT
sc-1152	241	1	the	the	DET
sc-1152	241	2	upload	upload	PROPN
sc-1152	241	3	latency	latency	NOUN
sc-1152	241	4	,	,	PUNCT
sc-1152	241	5	inter	inter	ADJ
sc-1152	241	6	-	-	ADJ
sc-1152	241	7	fog	fog	ADJ
sc-1152	241	8	communication	communication	NOUN
sc-1152	241	9	delay	delay	NOUN
sc-1152	241	10	and	and	CCONJ
sc-1152	241	11	delay	delay	VERB
sc-1152	241	12	due	due	ADP
sc-1152	241	13	to	to	PART
sc-1152	241	14	fog	fog	NOUN
sc-1152	241	15	to	to	ADP
sc-1152	241	16	cloud	cloud	NOUN
sc-1152	241	17	dispatch	dispatch	NOUN
sc-1152	241	18	is	be	AUX
sc-1152	241	19	abstracted	abstract	VERB
sc-1152	241	20	in	in	ADP
sc-1152	241	21	transmission	transmission	NOUN
sc-1152	241	22	latency	latency	NOUN
sc-1152	241	23	while	while	SCONJ
sc-1152	241	24	the	the	DET
sc-1152	241	25	delay	delay	NOUN
sc-1152	241	26	caused	cause	VERB
sc-1152	241	27	due	due	ADP
sc-1152	241	28	to	to	ADP
sc-1152	241	29	computations	computation	NOUN
sc-1152	241	30	and	and	CCONJ
sc-1152	241	31	analytics	analytic	NOUN
sc-1152	241	32	at	at	ADP
sc-1152	241	33	vm	vm	PROPN
sc-1152	241	34	fog	fog	PROPN
sc-1152	241	35	nodes	node	NOUN
sc-1152	241	36	and	and	CCONJ
sc-1152	241	37	data	datum	NOUN
sc-1152	241	38	center	center	NOUN
sc-1152	241	39	servers	server	NOUN
sc-1152	241	40	is	be	AUX
sc-1152	241	41	accumulated	accumulate	VERB
sc-1152	241	42	to	to	ADP
sc-1152	241	43	processing	process	VERB
sc-1152	241	44	latency	latency	NOUN
sc-1152	241	45	term	term	NOUN
sc-1152	241	46	.	.	PUNCT
sc-1152	242	1	the	the	DET
sc-1152	242	2	overall	overall	ADJ
sc-1152	242	3	service	service	NOUN
sc-1152	242	4	delay	delay	NOUN
sc-1152	242	5	is	be	AUX
sc-1152	242	6	the	the	DET
sc-1152	242	7	linear	linear	ADJ
sc-1152	242	8	sum	sum	NOUN
sc-1152	242	9	of	of	ADP
sc-1152	242	10	transmission	transmission	NOUN
sc-1152	242	11	and	and	CCONJ
sc-1152	242	12	processing	processing	NOUN
sc-1152	242	13	latency	latency	NOUN
sc-1152	242	14	.	.	PUNCT
sc-1152	243	1	for	for	ADP
sc-1152	243	2	a	a	DET
sc-1152	243	3	parameter	parameter	NOUN
sc-1152	243	4			PROPN
sc-1152	243	5	defined	define	VERB
sc-1152	243	6	to	to	PART
sc-1152	243	7	be	be	AUX
sc-1152	243	8	the	the	DET
sc-1152	243	9	ratio	ratio	NOUN
sc-1152	243	10	of	of	ADP
sc-1152	243	11	data	datum	NOUN
sc-1152	243	12	packets	packet	NOUN
sc-1152	243	13	dispatched	dispatch	VERB
sc-1152	243	14	to	to	ADP
sc-1152	243	15	cloud	cloud	NOUN
sc-1152	243	16	core	core	NOUN
sc-1152	243	17	to	to	ADP
sc-1152	243	18	the	the	DET
sc-1152	243	19	number	number	NOUN
sc-1152	243	20	of	of	ADP
sc-1152	243	21	packets	packet	NOUN
sc-1152	243	22	entering	enter	VERB
sc-1152	243	23	into	into	ADP
sc-1152	243	24	the	the	DET
sc-1152	243	25	fog	fog	NOUN
sc-1152	243	26	network	network	NOUN
sc-1152	243	27	through	through	ADP
sc-1152	243	28	consumer	consumer	NOUN
sc-1152	243	29	to	to	ADP
sc-1152	243	30	fog	fog	NOUN
sc-1152	243	31	gateways	gateway	NOUN
sc-1152	243	32	.	.	PUNCT
sc-1152	244	1	fc	fc	PROPN
sc-1152	245	1	f	f	PROPN
sc-1152	245	2			PROPN
sc-1152	245	3			PROPN
sc-1152	245	4			PROPN
sc-1152	245	5			NOUN
sc-1152	245	6	(	(	PUNCT
sc-1152	245	7	15	15	NUM
sc-1152	245	8	)	)	PUNCT
sc-1152	245	9	the	the	DET
sc-1152	245	10	fog	fog	PROPN
sc-1152	245	11	-	-	PUNCT
sc-1152	245	12	cloud	cloud	PROPN
sc-1152	245	13	comparison	comparison	NOUN
sc-1152	245	14	delay	delay	NOUN
sc-1152	245	15	statistics	statistic	NOUN
sc-1152	245	16	is	be	AUX
sc-1152	245	17	shown	show	VERB
sc-1152	245	18	in	in	ADP
sc-1152	245	19	fig	fig	NOUN
sc-1152	245	20	.	.	PUNCT
sc-1152	246	1	3	3	NUM
sc-1152	246	2	for	for	ADP
sc-1152	246	3	.2	.2	NUM
sc-1152	246	4	5	5	NUM
sc-1152	246	5			NUM
sc-1152	246	6	(	(	PUNCT
sc-1152	246	7	three	three	NUM
sc-1152	246	8	fourth	fourth	ADJ
sc-1152	246	9	of	of	ADP
sc-1152	246	10	requests	request	NOUN
sc-1152	246	11	are	be	AUX
sc-1152	246	12	served	serve	VERB
sc-1152	246	13	within	within	ADP
sc-1152	246	14	fog	fog	PROPN
sc-1152	246	15	alone	alone	ADV
sc-1152	246	16	)	)	PUNCT
sc-1152	246	17	.	.	PUNCT
sc-1152	247	1	it	it	PRON
sc-1152	247	2	can	can	AUX
sc-1152	247	3	be	be	AUX
sc-1152	247	4	observed	observe	VERB
sc-1152	247	5	that	that	SCONJ
sc-1152	247	6	for	for	ADP
sc-1152	247	7	both	both	CCONJ
sc-1152	247	8	the	the	DET
sc-1152	247	9	fog	fog	NOUN
sc-1152	247	10	as	as	ADV
sc-1152	247	11	well	well	ADV
sc-1152	247	12	as	as	ADP
sc-1152	247	13	cloud	cloud	NOUN
sc-1152	247	14	platforms	platform	NOUN
sc-1152	247	15	the	the	DET
sc-1152	247	16	latency	latency	NOUN
sc-1152	247	17	is	be	AUX
sc-1152	247	18	proportional	proportional	ADJ
sc-1152	247	19	to	to	ADP
sc-1152	247	20	the	the	DET
sc-1152	247	21	population	population	NOUN
sc-1152	247	22	of	of	ADP
sc-1152	247	23	data	datum	NOUN
sc-1152	247	24	generators	generator	NOUN
sc-1152	247	25	(	(	PUNCT
sc-1152	247	26	traffic	traffic	NOUN
sc-1152	247	27	)	)	PUNCT
sc-1152	247	28	and	and	CCONJ
sc-1152	247	29	performance	performance	NOUN
sc-1152	247	30	of	of	ADP
sc-1152	247	31	fog	fog	ADJ
sc-1152	247	32	aware	aware	ADJ
sc-1152	247	33	execution	execution	NOUN
sc-1152	247	34	outperforms	outperform	VERB
sc-1152	247	35	the	the	DET
sc-1152	247	36	cloud	cloud	NOUN
sc-1152	247	37	counterparts	counterpart	NOUN
sc-1152	247	38	for	for	ADP
sc-1152	247	39	every	every	DET
sc-1152	247	40	volume	volume	NOUN
sc-1152	247	41	of	of	ADP
sc-1152	247	42	traffic	traffic	NOUN
sc-1152	247	43	.	.	PUNCT
sc-1152	248	1	in	in	ADP
sc-1152	248	2	fig	fig	NOUN
sc-1152	248	3	.	.	PUNCT
sc-1152	249	1	4	4	NUM
sc-1152	249	2	the	the	DET
sc-1152	249	3	electricity	electricity	NOUN
sc-1152	249	4	consumption	consumption	NOUN
sc-1152	249	5	pattern	pattern	NOUN
sc-1152	249	6	in	in	ADP
sc-1152	249	7	transmission	transmission	NOUN
sc-1152	249	8	/	/	SYM
sc-1152	249	9	dispatch	dispatch	NOUN
sc-1152	249	10	of	of	ADP
sc-1152	249	11	data	data	NOUN
sc-1152	249	12	bytes	byte	NOUN
sc-1152	249	13	,	,	PUNCT
sc-1152	249	14	computation	computation	NOUN
sc-1152	249	15	(	(	PUNCT
sc-1152	249	16	at	at	ADP
sc-1152	249	17	both	both	CCONJ
sc-1152	249	18	fog	fog	NOUN
sc-1152	249	19	and	and	CCONJ
sc-1152	249	20	cloud	cloud	NOUN
sc-1152	249	21	servers	server	NOUN
sc-1152	249	22	)	)	PUNCT
sc-1152	249	23	is	be	AUX
sc-1152	249	24	analysed	analyse	VERB
sc-1152	249	25	.	.	PUNCT
sc-1152	250	1	it	it	PRON
sc-1152	250	2	can	can	AUX
sc-1152	250	3	be	be	AUX
sc-1152	250	4	observed	observe	VERB
sc-1152	250	5	that	that	SCONJ
sc-1152	250	6	with	with	SCONJ
sc-1152	250	7	the	the	DET
sc-1152	250	8	rise	rise	NOUN
sc-1152	250	9	in	in	ADP
sc-1152	250	10	the	the	DET
sc-1152	250	11	population	population	NOUN
sc-1152	250	12	of	of	ADP
sc-1152	250	13	service	service	NOUN
sc-1152	250	14	consumers	consumer	NOUN
sc-1152	250	15	the	the	DET
sc-1152	250	16	overall	overall	ADJ
sc-1152	250	17	power	power	NOUN
sc-1152	250	18	consumption	consumption	NOUN
sc-1152	250	19	show	show	NOUN
sc-1152	250	20	linear	linear	ADJ
sc-1152	250	21	growth	growth	NOUN
sc-1152	250	22	and	and	CCONJ
sc-1152	250	23	is	be	AUX
sc-1152	250	24	significantly	significantly	ADV
sc-1152	250	25	lower	low	ADJ
sc-1152	250	26	than	than	ADP
sc-1152	250	27	the	the	DET
sc-1152	250	28	conventional	conventional	ADJ
sc-1152	250	29	cloud	cloud	NOUN
sc-1152	250	30	framework	framework	NOUN
sc-1152	250	31	.	.	PUNCT
sc-1152	251	1	the	the	DET
sc-1152	251	2	fog	fog	PROPN
sc-1152	251	3	aware	aware	ADJ
sc-1152	251	4	framework	framework	NOUN
sc-1152	251	5	betters	better	VERB
sc-1152	251	6	the	the	DET
sc-1152	251	7	aggregated	aggregated	ADJ
sc-1152	251	8	electricity	electricity	NOUN
sc-1152	251	9	consumption	consumption	NOUN
sc-1152	251	10	over	over	ADP
sc-1152	251	11	the	the	DET
sc-1152	251	12	cloud	cloud	NOUN
sc-1152	251	13	computing	computing	NOUN
sc-1152	251	14	paradigm	paradigm	NOUN
sc-1152	251	15	by	by	ADP
sc-1152	251	16	more	more	ADJ
sc-1152	251	17	than	than	ADP
sc-1152	251	18	40	40	NUM
sc-1152	251	19	%	%	NOUN
sc-1152	251	20	.	.	PUNCT
sc-1152	252	1	0	0	NUM
sc-1152	252	2	2	2	NUM
sc-1152	252	3	4	4	NUM
sc-1152	252	4	6	6	NUM
sc-1152	252	5	8	8	NUM
sc-1152	252	6	10	10	NUM
sc-1152	252	7	0	0	NUM
sc-1152	252	8	10	10	NUM
sc-1152	252	9	20	20	NUM
sc-1152	252	10	30	30	NUM
sc-1152	252	11	40	40	NUM
sc-1152	252	12	50	50	NUM
sc-1152	252	13	60	60	NUM
sc-1152	252	14	la	la	INTJ
sc-1152	252	15	te	te	PROPN
sc-1152	252	16	nc	nc	PROPN
sc-1152	252	17	ie	ie	X
sc-1152	252	18	s	s	PROPN
sc-1152	252	19	(	(	PUNCT
sc-1152	252	20	se	se	X
sc-1152	252	21	co	co	X
sc-1152	252	22	nd	nd	PROPN
sc-1152	252	23	s	s	PART
sc-1152	252	24	)	)	PUNCT
sc-1152	252	25	no	no	NOUN
sc-1152	252	26	.	.	NOUN
sc-1152	252	27	of	of	ADP
sc-1152	252	28	consumers	consumer	NOUN
sc-1152	252	29	*	*	PUNCT
sc-1152	252	30	10	10	NUM
sc-1152	252	31	4	4	NUM
sc-1152	252	32	fog	fog	NOUN
sc-1152	252	33	transmission	transmission	NOUN
sc-1152	252	34	latency	latency	NOUN
sc-1152	252	35	fog	fog	NOUN
sc-1152	252	36	processing	processing	NOUN
sc-1152	252	37	latency	latency	PROPN
sc-1152	252	38	fog	fog	PROPN
sc-1152	252	39	service	service	PROPN
sc-1152	252	40	latency	latency	NOUN
sc-1152	252	41	cloud	cloud	NOUN
sc-1152	252	42	transmission	transmission	NOUN
sc-1152	252	43	latency	latency	NOUN
sc-1152	252	44	cloud	cloud	NOUN
sc-1152	252	45	processing	processing	NOUN
sc-1152	252	46	latency	latency	NOUN
sc-1152	252	47	cloud	cloud	PROPN
sc-1152	252	48	service	service	NOUN
sc-1152	252	49	latency	latency	NOUN
sc-1152	252	50	figure	figure	NOUN
sc-1152	252	51	3	3	NUM
sc-1152	252	52	:	:	PUNCT
sc-1152	252	53	comparison	comparison	NOUN
sc-1152	252	54	of	of	ADP
sc-1152	252	55	latency	latency	NOUN
sc-1152	252	56	metrics	metric	NOUN
sc-1152	252	57	between	between	ADP
sc-1152	252	58	generic	generic	ADJ
sc-1152	252	59	cloud	cloud	NOUN
sc-1152	252	60	vs	vs	ADP
sc-1152	252	61	fog	fog	PROPN
sc-1152	252	62	assisted	assist	VERB
sc-1152	252	63	cloud	cloud	NOUN
sc-1152	252	64	platforms	platform	NOUN
sc-1152	252	65	0	0	NUM
sc-1152	252	66	2	2	NUM
sc-1152	252	67	4	4	NUM
sc-1152	252	68	6	6	NUM
sc-1152	252	69	8	8	NUM
sc-1152	252	70	10	10	NUM
sc-1152	252	71	0	0	NUM
sc-1152	252	72	1000	1000	NUM
sc-1152	252	73	2000	2000	NUM
sc-1152	252	74	3000	3000	NUM
sc-1152	252	75	4000	4000	NUM
sc-1152	252	76	5000	5000	NUM
sc-1152	253	1	c	c	NOUN
sc-1152	253	2	os	os	NOUN
sc-1152	253	3	t	t	PROPN
sc-1152	254	1	d	d	X
sc-1152	254	2	ue	ue	PROPN
sc-1152	254	3	to	to	ADP
sc-1152	254	4	p	p	PRON
sc-1152	254	5	ow	ow	INTJ
sc-1152	254	6	er	er	INTJ
sc-1152	254	7	c	c	PROPN
sc-1152	254	8	on	on	ADP
sc-1152	254	9	su	su	PROPN
sc-1152	254	10	m	m	PROPN
sc-1152	254	11	pt	pt	PROPN
sc-1152	254	12	io	io	ADP
sc-1152	254	13	n	n	ADV
sc-1152	254	14	no	no	PROPN
sc-1152	254	15	of	of	ADP
sc-1152	254	16	consumers	consumer	NOUN
sc-1152	254	17	(	(	PUNCT
sc-1152	254	18	*	*	NOUN
sc-1152	254	19	10	10	NUM
sc-1152	254	20	4	4	NUM
sc-1152	254	21	)	)	PUNCT
sc-1152	254	22	fog	fog	NOUN
sc-1152	254	23	cost	cost	NOUN
sc-1152	254	24	due	due	ADP
sc-1152	254	25	to	to	ADP
sc-1152	254	26	data	data	PROPN
sc-1152	254	27	transmission	transmission	NOUN
sc-1152	254	28	fog	fog	NOUN
sc-1152	254	29	cost	cost	NOUN
sc-1152	254	30	due	due	ADP
sc-1152	254	31	to	to	ADP
sc-1152	254	32	computation	computation	NOUN
sc-1152	254	33	fog	fog	NOUN
sc-1152	254	34	cost	cost	NOUN
sc-1152	254	35	due	due	ADP
sc-1152	254	36	to	to	ADP
sc-1152	254	37	data	data	PROPN
sc-1152	254	38	storage	storage	PROPN
sc-1152	254	39	fog	fog	PROPN
sc-1152	254	40	-	-	PUNCT
sc-1152	254	41	net	net	ADJ
sc-1152	254	42	power	power	NOUN
sc-1152	254	43	consumption	consumption	NOUN
sc-1152	254	44	cost	cost	NOUN
sc-1152	254	45	cloud	cloud	NOUN
sc-1152	254	46	cost	cost	NOUN
sc-1152	254	47	due	due	ADP
sc-1152	254	48	to	to	ADP
sc-1152	254	49	data	data	NOUN
sc-1152	254	50	transmission	transmission	NOUN
sc-1152	254	51	cloud	cloud	NOUN
sc-1152	254	52	cost	cost	NOUN
sc-1152	254	53	due	due	ADP
sc-1152	254	54	to	to	ADP
sc-1152	254	55	computation	computation	NOUN
sc-1152	254	56	cloudcost	cloudcost	NOUN
sc-1152	254	57	due	due	ADP
sc-1152	254	58	to	to	ADP
sc-1152	254	59	data	datum	NOUN
sc-1152	254	60	storage	storage	NOUN
sc-1152	254	61	cloud	cloud	NOUN
sc-1152	254	62	-	-	PUNCT
sc-1152	254	63	net	net	NOUN
sc-1152	254	64	power	power	NOUN
sc-1152	254	65	consumption	consumption	NOUN
sc-1152	254	66	cost	cost	NOUN
sc-1152	254	67	figure	figure	NOUN
sc-1152	254	68	4	4	NUM
sc-1152	254	69	:	:	PUNCT
sc-1152	254	70	comparison	comparison	NOUN
sc-1152	254	71	of	of	ADP
sc-1152	254	72	various	various	ADJ
sc-1152	254	73	cost	cost	NOUN
sc-1152	254	74	parameters	parameter	NOUN
sc-1152	254	75	6	6	NUM
sc-1152	254	76	.	.	PUNCT
sc-1152	254	77	fog	fog	NOUN
sc-1152	254	78	enabled	enable	VERB
sc-1152	254	79	smart	smart	ADJ
sc-1152	254	80	cities	city	NOUN
sc-1152	254	81	-	-	PUNCT
sc-1152	254	82	challenges	challenge	NOUN
sc-1152	254	83	and	and	CCONJ
sc-1152	254	84	future	future	ADJ
sc-1152	254	85	directions	direction	NOUN
sc-1152	254	86	a	a	DET
sc-1152	254	87	typical	typical	ADJ
sc-1152	254	88	fog	fog	NOUN
sc-1152	254	89	platform	platform	NOUN
sc-1152	254	90	is	be	AUX
sc-1152	254	91	driven	drive	VERB
sc-1152	254	92	by	by	ADP
sc-1152	254	93	key	key	ADJ
sc-1152	254	94	technology	technology	NOUN
sc-1152	254	95	enablers	enabler	NOUN
sc-1152	254	96	,	,	PUNCT
sc-1152	254	97	for	for	ADP
sc-1152	254	98	its	its	PRON
sc-1152	254	99	successful	successful	ADJ
sc-1152	254	100	deployment	deployment	NOUN
sc-1152	254	101	.	.	PUNCT
sc-1152	255	1	since	since	SCONJ
sc-1152	255	2	,	,	PUNCT
sc-1152	255	3	the	the	DET
sc-1152	255	4	field	field	NOUN
sc-1152	255	5	is	be	AUX
sc-1152	255	6	relatively	relatively	ADV
sc-1152	255	7	immature	immature	ADJ
sc-1152	255	8	[	[	X
sc-1152	255	9	23	23	NUM
sc-1152	255	10	]	]	X
sc-1152	255	11	,	,	PUNCT
sc-1152	255	12	a	a	DET
sc-1152	255	13	large	large	ADJ
sc-1152	255	14	amount	amount	NOUN
sc-1152	255	15	of	of	ADP
sc-1152	255	16	experimentation	experimentation	NOUN
sc-1152	255	17	needs	need	VERB
sc-1152	255	18	to	to	PART
sc-1152	255	19	be	be	AUX
sc-1152	255	20	done	do	VERB
sc-1152	255	21	.	.	PUNCT
sc-1152	256	1	the	the	DET
sc-1152	256	2	fc	fc	PROPN
sc-1152	256	3	platform	platform	NOUN
sc-1152	256	4	should	should	AUX
sc-1152	256	5	be	be	AUX
sc-1152	256	6	able	able	ADJ
sc-1152	256	7	to	to	PART
sc-1152	256	8	provide	provide	VERB
sc-1152	256	9	a	a	DET
sc-1152	256	10	framework	framework	NOUN
sc-1152	256	11	that	that	PRON
sc-1152	256	12	others	other	NOUN
sc-1152	256	13	can	can	AUX
sc-1152	256	14	use	use	VERB
sc-1152	256	15	it	it	PRON
sc-1152	256	16	to	to	PART
sc-1152	256	17	test	test	VERB
sc-1152	256	18	different	different	ADJ
sc-1152	256	19	approaches	approach	NOUN
sc-1152	256	20	,	,	PUNCT
sc-1152	256	21	techniques	technique	NOUN
sc-1152	256	22	,	,	PUNCT
sc-1152	256	23	and	and	CCONJ
sc-1152	256	24	algorithms	algorithm	NOUN
sc-1152	256	25	.	.	PUNCT
sc-1152	257	1	for	for	ADP
sc-1152	257	2	instance	instance	NOUN
sc-1152	257	3	,	,	PUNCT
sc-1152	257	4	there	there	PRON
sc-1152	257	5	are	be	VERB
sc-1152	257	6	many	many	ADJ
sc-1152	257	7	ways	way	NOUN
sc-1152	257	8	to	to	PART
sc-1152	257	9	autonomously	autonomously	ADV
sc-1152	257	10	annotate	annotate	VERB
sc-1152	257	11	data	datum	NOUN
sc-1152	257	12	with	with	ADP
sc-1152	257	13	semantics	semantic	NOUN
sc-1152	257	14	within	within	ADP
sc-1152	257	15	a	a	DET
sc-1152	257	16	fog	fog	NOUN
sc-1152	257	17	gateway	gateway	NOUN
sc-1152	257	18	.	.	PUNCT
sc-1152	258	1	it	it	PRON
sc-1152	258	2	is	be	AUX
sc-1152	258	3	not	not	PART
sc-1152	258	4	possible	possible	ADJ
sc-1152	258	5	to	to	PART
sc-1152	258	6	develop	develop	VERB
sc-1152	258	7	one	one	NUM
sc-1152	258	8	universal	universal	ADJ
sc-1152	258	9	approach	approach	NOUN
sc-1152	258	10	or	or	CCONJ
sc-1152	258	11	algorithm	algorithm	NOUN
sc-1152	258	12	to	to	PART
sc-1152	258	13	annotate	annotate	VERB
sc-1152	258	14	data	datum	NOUN
sc-1152	258	15	.	.	PUNCT
sc-1152	259	1	thus	thus	ADV
sc-1152	259	2	,	,	PUNCT
sc-1152	259	3	a	a	DET
sc-1152	259	4	fc	fc	NOUN
sc-1152	259	5	platform	platform	NOUN
sc-1152	259	6	should	should	AUX
sc-1152	259	7	be	be	AUX
sc-1152	259	8	provide	provide	VERB
sc-1152	259	9	flexibility	flexibility	NOUN
sc-1152	259	10	to	to	ADP
sc-1152	259	11	the	the	DET
sc-1152	259	12	developers	developer	NOUN
sc-1152	259	13	to	to	PART
sc-1152	259	14	write	write	VERB
sc-1152	259	15	exertions	exertion	NOUN
sc-1152	259	16	,	,	PUNCT
sc-1152	259	17	support	support	VERB
sc-1152	259	18	new	new	ADJ
sc-1152	259	19	ways	way	NOUN
sc-1152	259	20	of	of	ADP
sc-1152	259	21	annotating	annotate	VERB
sc-1152	259	22	data	datum	NOUN
sc-1152	259	23	[	[	X
sc-1152	259	24	24	24	NUM
sc-1152	259	25	]	]	PUNCT
sc-1152	259	26	.	.	PUNCT
sc-1152	260	1	also	also	ADV
sc-1152	260	2	,	,	PUNCT
sc-1152	260	3	fc	fc	PROPN
sc-1152	260	4	should	should	AUX
sc-1152	260	5	provide	provide	VERB
sc-1152	260	6	built	build	VERB
sc-1152	260	7	-	-	PUNCT
sc-1152	260	8	in	in	ADP
sc-1152	260	9	supports	support	NOUN
sc-1152	260	10	for	for	ADP
sc-1152	260	11	varying	vary	VERB
sc-1152	260	12	communication	communication	NOUN
sc-1152	260	13	standards	standard	NOUN
sc-1152	260	14	and	and	CCONJ
sc-1152	260	15	application	application	NOUN
sc-1152	260	16	level	level	NOUN
sc-1152	260	17	protocols	protocol	NOUN
sc-1152	260	18	[	[	X
sc-1152	260	19	21	21	NUM
sc-1152	260	20	]	]	PUNCT
sc-1152	260	21	.	.	PUNCT
sc-1152	261	1	further	far	ADV
sc-1152	261	2	,	,	PUNCT
sc-1152	261	3	providing	provide	VERB
sc-1152	261	4	support	support	NOUN
sc-1152	261	5	for	for	ADP
sc-1152	261	6	existing	exist	VERB
sc-1152	261	7	data	data	NOUN
sc-1152	261	8	analytics	analytic	NOUN
sc-1152	261	9	frameworks	framework	NOUN
sc-1152	261	10	is	be	AUX
sc-1152	261	11	also	also	ADV
sc-1152	261	12	important	important	ADJ
sc-1152	261	13	.	.	PUNCT
sc-1152	262	1	due	due	ADP
sc-1152	262	2	to	to	ADP
sc-1152	262	3	low	low	ADJ
sc-1152	262	4	computational	computational	ADJ
sc-1152	262	5	7	7	NUM
sc-1152	262	6	computational	computational	ADJ
sc-1152	262	7	viability	viability	NOUN
sc-1152	262	8	of	of	ADP
sc-1152	262	9	fog	fog	NOUN
sc-1152	262	10	methodologies	methodology	NOUN
sc-1152	262	11	in	in	ADP
sc-1152	262	12	iot	iot	PROPN
sc-1152	262	13	enabled	enable	VERB
sc-1152	262	14	smart	smart	ADJ
sc-1152	262	15	city	city	NOUN
sc-1152	262	16	architectures	architecture	NOUN
sc-1152	262	17	-	-	PUNCT
sc-1152	262	18	a	a	DET
sc-1152	262	19	smart	smart	ADJ
sc-1152	262	20	grid	grid	NOUN
sc-1152	262	21	case	case	NOUN
sc-1152	262	22	study	study	NOUN
sc-1152	262	23	eai	eai	PROPN
sc-1152	262	24	endorsed	endorse	VERB
sc-1152	262	25	transactions	transaction	NOUN
sc-1152	262	26	on	on	ADP
sc-1152	262	27	smart	smart	ADJ
sc-1152	262	28	cities	city	NOUN
sc-1152	262	29	12	12	NUM
sc-1152	262	30	2017	2017	NUM
sc-1152	262	31	02	02	NUM
sc-1152	262	32	2018	2018	NUM
sc-1152	262	33	|	|	ADV
sc-1152	262	34	volume	volume	NOUN
sc-1152	262	35	2	2	NUM
sc-1152	262	36	|	|	ADV
sc-1152	262	37	issue	issue	VERB
sc-1152	262	38	7	7	NUM
sc-1152	262	39	|	|	ADV
sc-1152	262	40	e3	e3	VERB
sc-1152	262	41	resources	resource	NOUN
sc-1152	262	42	of	of	ADP
sc-1152	262	43	fc	fc	PROPN
sc-1152	262	44	gateways	gateway	NOUN
sc-1152	262	45	,	,	PUNCT
sc-1152	262	46	it	it	PRON
sc-1152	262	47	is	be	AUX
sc-1152	262	48	important	important	ADJ
sc-1152	262	49	that	that	SCONJ
sc-1152	262	50	these	these	DET
sc-1152	262	51	plugins	plugin	NOUN
sc-1152	262	52	can	can	AUX
sc-1152	262	53	be	be	AUX
sc-1152	262	54	easily	easily	ADV
sc-1152	262	55	removed	remove	VERB
sc-1152	262	56	to	to	PART
sc-1152	262	57	avoid	avoid	VERB
sc-1152	262	58	resource	resource	NOUN
sc-1152	262	59	wastage	wastage	NOUN
sc-1152	262	60	when	when	SCONJ
sc-1152	262	61	not	not	PART
sc-1152	262	62	required	require	VERB
sc-1152	262	63	in	in	ADP
sc-1152	262	64	a	a	DET
sc-1152	262	65	given	give	VERB
sc-1152	262	66	fog	fog	NOUN
sc-1152	262	67	gateway	gateway	NOUN
sc-1152	262	68	.	.	PUNCT
sc-1152	263	1	despite	despite	SCONJ
sc-1152	263	2	we	we	PRON
sc-1152	263	3	see	see	VERB
sc-1152	263	4	a	a	DET
sc-1152	263	5	large	large	ADJ
sc-1152	263	6	number	number	NOUN
sc-1152	263	7	iot	iot	NOUN
sc-1152	263	8	cloud	cloud	PROPN
sc-1152	263	9	platforms	platform	NOUN
sc-1152	263	10	in	in	ADP
sc-1152	263	11	the	the	DET
sc-1152	263	12	market	market	NOUN
sc-1152	263	13	in	in	ADP
sc-1152	263	14	both	both	DET
sc-1152	263	15	academia	academia	NOUN
sc-1152	263	16	(	(	PUNCT
sc-1152	263	17	e.g.	e.g.	ADJ
sc-1152	263	18	,	,	PUNCT
sc-1152	263	19	openiot	openiot	NOUN
sc-1152	263	20	)	)	PUNCT
sc-1152	263	21	and	and	CCONJ
sc-1152	263	22	industry	industry	NOUN
sc-1152	263	23	(	(	PUNCT
sc-1152	263	24	e.g.	e.g.	ADV
sc-1152	263	25	,	,	PUNCT
sc-1152	263	26	ibm	ibm	PROPN
sc-1152	263	27	bluemix	bluemix	PROPN
sc-1152	263	28	,	,	PUNCT
sc-1152	263	29	microsoft	microsoft	PROPN
sc-1152	263	30	azure	azure	PROPN
sc-1152	263	31	iot	iot	PROPN
sc-1152	263	32	)	)	PUNCT
sc-1152	263	33	,	,	PUNCT
sc-1152	263	34	a	a	DET
sc-1152	263	35	fog	fog	NOUN
sc-1152	263	36	computing	computing	NOUN
sc-1152	263	37	platform	platform	NOUN
sc-1152	263	38	that	that	PRON
sc-1152	263	39	supports	support	VERB
sc-1152	263	40	all	all	DET
sc-1152	263	41	the	the	DET
sc-1152	263	42	those	those	DET
sc-1152	263	43	features	feature	NOUN
sc-1152	263	44	are	be	AUX
sc-1152	263	45	yet	yet	ADV
sc-1152	263	46	to	to	PART
sc-1152	263	47	be	be	AUX
sc-1152	263	48	researched	research	VERB
sc-1152	263	49	and	and	CCONJ
sc-1152	263	50	developed	develop	VERB
sc-1152	263	51	[	[	X
sc-1152	263	52	25	25	NUM
sc-1152	263	53	]	]	PUNCT
sc-1152	263	54	.	.	PUNCT
sc-1152	264	1	we	we	PRON
sc-1152	264	2	believe	believe	VERB
sc-1152	264	3	such	such	ADJ
sc-1152	264	4	fog	fog	NOUN
sc-1152	264	5	platforms	platform	NOUN
sc-1152	264	6	would	would	AUX
sc-1152	264	7	be	be	AUX
sc-1152	264	8	greatly	greatly	ADV
sc-1152	264	9	beneficial	beneficial	ADJ
sc-1152	264	10	to	to	ADP
sc-1152	264	11	the	the	DET
sc-1152	264	12	research	research	NOUN
sc-1152	264	13	and	and	CCONJ
sc-1152	264	14	industrial	industrial	ADJ
sc-1152	264	15	communities	community	NOUN
sc-1152	264	16	once	once	ADV
sc-1152	264	17	available	available	ADJ
sc-1152	264	18	as	as	ADP
sc-1152	264	19	by	by	ADP
sc-1152	264	20	then	then	ADV
sc-1152	264	21	people	people	NOUN
sc-1152	264	22	can	can	AUX
sc-1152	264	23	easily	easily	ADV
sc-1152	264	24	test	test	VERB
sc-1152	264	25	new	new	PROPN
sc-1152	264	26	fog	fog	PROPN
sc-1152	264	27	computing	computing	NOUN
sc-1152	264	28	related	relate	VERB
sc-1152	264	29	approaches	approach	NOUN
sc-1152	264	30	,	,	PUNCT
sc-1152	264	31	techniques	technique	NOUN
sc-1152	264	32	and	and	CCONJ
sc-1152	264	33	algorithms	algorithm	NOUN
sc-1152	264	34	.	.	PUNCT
sc-1152	265	1	distributed	distribute	VERB
sc-1152	265	2	intelligence	intelligence	NOUN
sc-1152	265	3	will	will	AUX
sc-1152	265	4	be	be	AUX
sc-1152	265	5	very	very	ADV
sc-1152	265	6	critical	critical	ADJ
sc-1152	265	7	in	in	ADP
sc-1152	265	8	making	make	VERB
sc-1152	265	9	fog	fog	NOUN
sc-1152	265	10	computing	computing	NOUN
sc-1152	265	11	platforms	platform	NOUN
sc-1152	265	12	successful	successful	ADJ
sc-1152	265	13	in	in	ADP
sc-1152	265	14	building	build	VERB
sc-1152	265	15	future	future	ADJ
sc-1152	265	16	smart	smart	ADJ
sc-1152	265	17	cities	city	NOUN
sc-1152	265	18	.	.	PUNCT
sc-1152	266	1	the	the	DET
sc-1152	266	2	main	main	ADJ
sc-1152	266	3	reason	reason	NOUN
sc-1152	266	4	is	be	AUX
sc-1152	266	5	that	that	SCONJ
sc-1152	266	6	prompt	prompt	ADJ
sc-1152	266	7	reactions	reaction	NOUN
sc-1152	266	8	and	and	CCONJ
sc-1152	266	9	best	good	ADJ
sc-1152	266	10	possible	possible	ADJ
sc-1152	266	11	decisions	decision	NOUN
sc-1152	266	12	should	should	AUX
sc-1152	266	13	be	be	AUX
sc-1152	266	14	achieved	achieve	VERB
sc-1152	266	15	in	in	ADP
sc-1152	266	16	a	a	DET
sc-1152	266	17	timely	timely	ADJ
sc-1152	266	18	manner	manner	NOUN
sc-1152	266	19	to	to	PART
sc-1152	266	20	make	make	VERB
sc-1152	266	21	future	future	ADJ
sc-1152	266	22	cities	city	NOUN
sc-1152	266	23	smarter	smart	ADJ
sc-1152	266	24	,	,	PUNCT
sc-1152	266	25	safer	safe	ADJ
sc-1152	266	26	and	and	CCONJ
sc-1152	266	27	more	more	ADJ
sc-1152	266	28	living	living	NOUN
sc-1152	266	29	-	-	PUNCT
sc-1152	266	30	enjoyable	enjoyable	ADJ
sc-1152	266	31	.	.	PUNCT
sc-1152	267	1	this	this	PRON
sc-1152	267	2	requires	require	VERB
sc-1152	267	3	a	a	DET
sc-1152	267	4	large	large	ADJ
sc-1152	267	5	amount	amount	NOUN
sc-1152	267	6	of	of	ADP
sc-1152	267	7	research	research	NOUN
sc-1152	267	8	efforts	effort	NOUN
sc-1152	267	9	in	in	ADP
sc-1152	267	10	putting	put	VERB
sc-1152	267	11	distributed	distribute	VERB
sc-1152	267	12	intelligence	intelligence	NOUN
sc-1152	267	13	in	in	ADP
sc-1152	267	14	place	place	NOUN
sc-1152	267	15	properly	properly	ADV
sc-1152	267	16	across	across	ADP
sc-1152	267	17	smart	smart	ADJ
sc-1152	267	18	things	thing	NOUN
sc-1152	267	19	,	,	PUNCT
sc-1152	267	20	buildings	building	NOUN
sc-1152	267	21	,	,	PUNCT
sc-1152	267	22	fog	fog	NOUN
sc-1152	267	23	devices	device	NOUN
sc-1152	267	24	/	/	SYM
sc-1152	267	25	gateways	gateway	NOUN
sc-1152	267	26	,	,	PUNCT
sc-1152	267	27	and	and	CCONJ
sc-1152	267	28	cloud	cloud	NOUN
sc-1152	267	29	computing	compute	VERB
sc-1152	267	30	infrastructure	infrastructure	NOUN
sc-1152	267	31	in	in	ADP
sc-1152	267	32	a	a	DET
sc-1152	267	33	city	city	NOUN
sc-1152	267	34	.	.	PUNCT
sc-1152	268	1	this	this	DET
sc-1152	268	2	process	process	NOUN
sc-1152	268	3	will	will	AUX
sc-1152	268	4	involve	involve	VERB
sc-1152	268	5	many	many	ADJ
sc-1152	268	6	important	important	ADJ
sc-1152	268	7	aspects	aspect	NOUN
sc-1152	268	8	,	,	PUNCT
sc-1152	268	9	such	such	ADJ
sc-1152	268	10	as	as	ADP
sc-1152	268	11	available	available	ADJ
sc-1152	268	12	domain	domain	NOUN
sc-1152	268	13	-	-	PUNCT
sc-1152	268	14	dependent	dependent	ADJ
sc-1152	268	15	knowledge/	knowledge/	NUM
sc-1152	268	16	intelligence	intelligence	NOUN
sc-1152	268	17	,	,	PUNCT
sc-1152	268	18	combination	combination	NOUN
sc-1152	268	19	of	of	ADP
sc-1152	268	20	business	business	NOUN
sc-1152	268	21	logic	logic	NOUN
sc-1152	268	22	,	,	PUNCT
sc-1152	268	23	engineering	engineering	NOUN
sc-1152	268	24	processes	process	NOUN
sc-1152	268	25	and	and	CCONJ
sc-1152	268	26	government	government	NOUN
sc-1152	268	27	policies	policy	NOUN
sc-1152	268	28	,	,	PUNCT
sc-1152	268	29	cost	cost	NOUN
sc-1152	268	30	-	-	PUNCT
sc-1152	268	31	efficient	efficient	ADJ
sc-1152	268	32	and	and	CCONJ
sc-1152	268	33	computation	computation	NOUN
sc-1152	268	34	-	-	PUNCT
sc-1152	268	35	efficient	efficient	ADJ
sc-1152	268	36	and	and	CCONJ
sc-1152	268	37	context-/semantics	context-/semantic	NOUN
sc-1152	268	38	-	-	PUNCT
sc-1152	268	39	aware	aware	ADJ
sc-1152	268	40	computing	computing	NOUN
sc-1152	268	41	models	model	NOUN
sc-1152	268	42	for	for	ADP
sc-1152	268	43	real	real	ADJ
sc-1152	268	44	-	-	PUNCT
sc-1152	268	45	time	time	NOUN
sc-1152	268	46	decision	decision	NOUN
sc-1152	268	47	making	making	NOUN
sc-1152	268	48	,	,	PUNCT
sc-1152	268	49	etc	etc	X
sc-1152	269	1	[	[	X
sc-1152	269	2	26	26	NUM
sc-1152	269	3	]	]	PUNCT
sc-1152	269	4	.	.	PUNCT
sc-1152	270	1	high	high	ADJ
sc-1152	270	2	paced	pace	VERB
sc-1152	270	3	r&d	r&d	NOUN
sc-1152	270	4	and	and	CCONJ
sc-1152	270	5	investments	investment	NOUN
sc-1152	270	6	efforts	effort	NOUN
sc-1152	270	7	since	since	SCONJ
sc-1152	270	8	past	past	ADJ
sc-1152	270	9	decade	decade	NOUN
sc-1152	270	10	have	have	AUX
sc-1152	270	11	led	lead	VERB
sc-1152	270	12	to	to	ADP
sc-1152	270	13	the	the	DET
sc-1152	270	14	maturity	maturity	NOUN
sc-1152	270	15	of	of	ADP
sc-1152	270	16	the	the	DET
sc-1152	270	17	cloud	cloud	NOUN
sc-1152	270	18	based	base	VERB
sc-1152	270	19	techniques	technique	NOUN
sc-1152	270	20	having	have	VERB
sc-1152	270	21	efficient	efficient	ADJ
sc-1152	270	22	frameworks	framework	NOUN
sc-1152	270	23	,	,	PUNCT
sc-1152	270	24	deployment	deployment	NOUN
sc-1152	270	25	platforms	platform	NOUN
sc-1152	270	26	,	,	PUNCT
sc-1152	270	27	simulation	simulation	NOUN
sc-1152	270	28	toolkits	toolkit	NOUN
sc-1152	270	29	and	and	CCONJ
sc-1152	270	30	business	business	NOUN
sc-1152	270	31	models	model	NOUN
sc-1152	270	32	.	.	PUNCT
sc-1152	271	1	however	however	ADV
sc-1152	271	2	,	,	PUNCT
sc-1152	271	3	in	in	ADP
sc-1152	271	4	context	context	NOUN
sc-1152	271	5	of	of	ADP
sc-1152	271	6	fog	fog	NOUN
sc-1152	271	7	deployments	deployment	NOUN
sc-1152	271	8	such	such	ADJ
sc-1152	271	9	efforts	effort	NOUN
sc-1152	271	10	though	though	SCONJ
sc-1152	271	11	on	on	ADP
sc-1152	271	12	pace	pace	NOUN
sc-1152	271	13	,	,	PUNCT
sc-1152	271	14	but	but	CCONJ
sc-1152	271	15	still	still	ADV
sc-1152	271	16	near	near	ADP
sc-1152	271	17	its	its	PRON
sc-1152	271	18	infancy	infancy	NOUN
sc-1152	271	19	[	[	X
sc-1152	271	20	21	21	NUM
sc-1152	271	21	]	]	PUNCT
sc-1152	271	22	,	,	PUNCT
sc-1152	271	23	[	[	X
sc-1152	271	24	26	26	NUM
sc-1152	271	25	]	]	PUNCT
sc-1152	271	26	.	.	PUNCT
sc-1152	272	1	there	there	PRON
sc-1152	272	2	may	may	AUX
sc-1152	272	3	be	be	AUX
sc-1152	272	4	plenty	plenty	NOUN
sc-1152	272	5	of	of	ADP
sc-1152	272	6	literatures	literature	NOUN
sc-1152	272	7	hypothesizing	hypothesize	VERB
sc-1152	272	8	the	the	DET
sc-1152	272	9	execution	execution	NOUN
sc-1152	272	10	scenario	scenario	NOUN
sc-1152	272	11	of	of	ADP
sc-1152	272	12	fog	fog	NOUN
sc-1152	272	13	platforms	platform	NOUN
sc-1152	272	14	but	but	CCONJ
sc-1152	272	15	are	be	AUX
sc-1152	272	16	still	still	ADV
sc-1152	272	17	in	in	ADP
sc-1152	272	18	concept	concept	NOUN
sc-1152	272	19	and	and	CCONJ
sc-1152	272	20	simulation	simulation	NOUN
sc-1152	272	21	phase	phase	NOUN
sc-1152	272	22	.	.	PUNCT
sc-1152	273	1	roll	roll	NOUN
sc-1152	273	2	-	-	PUNCT
sc-1152	273	3	out	out	NOUN
sc-1152	273	4	of	of	ADP
sc-1152	273	5	fog	fog	NOUN
sc-1152	273	6	services	service	NOUN
sc-1152	273	7	needs	need	VERB
sc-1152	273	8	to	to	PART
sc-1152	273	9	inherit	inherit	VERB
sc-1152	273	10	many	many	ADJ
sc-1152	273	11	of	of	ADP
sc-1152	273	12	the	the	DET
sc-1152	273	13	properties	property	NOUN
sc-1152	273	14	of	of	ADP
sc-1152	273	15	cloud	cloud	NOUN
sc-1152	273	16	counterparts	counterpart	NOUN
sc-1152	273	17	and	and	CCONJ
sc-1152	273	18	the	the	DET
sc-1152	273	19	requirement	requirement	NOUN
sc-1152	273	20	of	of	ADP
sc-1152	273	21	deploying	deploy	VERB
sc-1152	273	22	computational	computational	ADJ
sc-1152	273	23	workloads	workload	NOUN
sc-1152	273	24	on	on	ADP
sc-1152	273	25	fog	fog	NOUN
sc-1152	273	26	computing	compute	VERB
sc-1152	273	27	nodes	node	NOUN
sc-1152	273	28	(	(	PUNCT
sc-1152	273	29	fcn	fcn	NOUN
sc-1152	273	30	)	)	PUNCT
sc-1152	273	31	need	need	VERB
sc-1152	273	32	to	to	PART
sc-1152	273	33	be	be	AUX
sc-1152	273	34	demystified	demystify	VERB
sc-1152	273	35	properly	properly	ADV
sc-1152	273	36	[	[	X
sc-1152	273	37	27	27	NUM
sc-1152	273	38	]	]	PUNCT
sc-1152	273	39	.	.	PUNCT
sc-1152	274	1	in	in	ADP
sc-1152	274	2	addition	addition	NOUN
sc-1152	274	3	fog	fog	NOUN
sc-1152	274	4	comes	come	VERB
sc-1152	274	5	with	with	ADP
sc-1152	274	6	its	its	PRON
sc-1152	274	7	inherent	inherent	ADJ
sc-1152	274	8	silos	silo	NOUN
sc-1152	274	9	and	and	CCONJ
sc-1152	274	10	raises	raise	VERB
sc-1152	274	11	many	many	ADJ
sc-1152	274	12	questions	question	NOUN
sc-1152	274	13	asking	ask	VERB
sc-1152	274	14	for	for	ADP
sc-1152	274	15	right	right	ADJ
sc-1152	274	16	and	and	CCONJ
sc-1152	274	17	consensus	consensus	NOUN
sc-1152	274	18	answer	answer	NOUN
sc-1152	274	19	.	.	PUNCT
sc-1152	275	1	some	some	PRON
sc-1152	275	2	of	of	ADP
sc-1152	275	3	them	they	PRON
sc-1152	275	4	may	may	AUX
sc-1152	275	5	be	be	AUX
sc-1152	275	6	,	,	PUNCT
sc-1152	275	7	where	where	SCONJ
sc-1152	275	8	to	to	PART
sc-1152	275	9	place	place	VERB
sc-1152	275	10	a	a	DET
sc-1152	275	11	workload	workload	NOUN
sc-1152	275	12	,	,	PUNCT
sc-1152	275	13	what	what	PRON
sc-1152	275	14	are	be	AUX
sc-1152	275	15	the	the	DET
sc-1152	275	16	connection	connection	NOUN
sc-1152	275	17	policies	policy	NOUN
sc-1152	275	18	,	,	PUNCT
sc-1152	275	19	protocols	protocol	NOUN
sc-1152	275	20	and	and	CCONJ
sc-1152	275	21	standards	standard	NOUN
sc-1152	275	22	,	,	PUNCT
sc-1152	275	23	how	how	SCONJ
sc-1152	275	24	to	to	PART
sc-1152	275	25	model	model	VERB
sc-1152	275	26	/	/	SYM
sc-1152	275	27	interpret	interpret	VERB
sc-1152	275	28	the	the	DET
sc-1152	275	29	interaction	interaction	NOUN
sc-1152	275	30	of	of	ADP
sc-1152	275	31	/	/	PUNCT
sc-1152	275	32	among	among	ADP
sc-1152	275	33	fog	fog	NOUN
sc-1152	275	34	nodes	node	NOUN
sc-1152	275	35	,	,	PUNCT
sc-1152	275	36	how	how	SCONJ
sc-1152	275	37	to	to	PART
sc-1152	275	38	route	route	VERB
sc-1152	275	39	the	the	DET
sc-1152	275	40	workload	workload	NOUN
sc-1152	275	41	etc	etc	X
sc-1152	275	42	.	.	X
sc-1152	276	1	since	since	SCONJ
sc-1152	276	2	iot	iot	PROPN
sc-1152	276	3	enabled	enable	VERB
sc-1152	276	4	smart	smart	ADJ
sc-1152	276	5	city	city	NOUN
sc-1152	276	6	services	service	NOUN
sc-1152	276	7	are	be	AUX
sc-1152	276	8	pervasive	pervasive	ADJ
sc-1152	276	9	in	in	ADP
sc-1152	276	10	cyber	cyber	ADJ
sc-1152	276	11	-	-	PUNCT
sc-1152	276	12	physical	physical	ADJ
sc-1152	276	13	environments	environment	NOUN
sc-1152	276	14	and	and	CCONJ
sc-1152	276	15	the	the	DET
sc-1152	276	16	complex	complex	ADJ
sc-1152	276	17	iot	iot	NOUN
sc-1152	276	18	services	service	NOUN
sc-1152	276	19	are	be	AUX
sc-1152	276	20	increasingly	increasingly	ADV
sc-1152	276	21	composed	compose	VERB
sc-1152	276	22	of	of	ADP
sc-1152	276	23	sensors	sensor	NOUN
sc-1152	276	24	,	,	PUNCT
sc-1152	276	25	devices	device	NOUN
sc-1152	276	26	,	,	PUNCT
sc-1152	276	27	and	and	CCONJ
sc-1152	276	28	compute	compute	ADJ
sc-1152	276	29	resources	resource	NOUN
sc-1152	276	30	within	within	ADP
sc-1152	276	31	fc	fc	PROPN
sc-1152	276	32	infrastructures	infrastructure	NOUN
sc-1152	276	33	,	,	PUNCT
sc-1152	276	34	orchestrating	orchestrate	VERB
sc-1152	276	35	such	such	ADJ
sc-1152	276	36	applications	application	NOUN
sc-1152	276	37	can	can	AUX
sc-1152	276	38	simplify	simplify	VERB
sc-1152	276	39	maintenance	maintenance	NOUN
sc-1152	276	40	and	and	CCONJ
sc-1152	276	41	enhance	enhance	VERB
sc-1152	276	42	data	data	NOUN
sc-1152	276	43	security	security	NOUN
sc-1152	276	44	and	and	CCONJ
sc-1152	276	45	system	system	NOUN
sc-1152	276	46	reliability	reliability	NOUN
sc-1152	276	47	[	[	X
sc-1152	276	48	28	28	NUM
sc-1152	276	49	]	]	PUNCT
sc-1152	276	50	.	.	PUNCT
sc-1152	277	1	however	however	ADV
sc-1152	277	2	,	,	PUNCT
sc-1152	277	3	efficiently	efficiently	ADV
sc-1152	277	4	dealing	deal	VERB
sc-1152	277	5	with	with	ADP
sc-1152	277	6	dynamic	dynamic	ADJ
sc-1152	277	7	variations	variation	NOUN
sc-1152	277	8	and	and	CCONJ
sc-1152	277	9	transient	transient	ADJ
sc-1152	277	10	operational	operational	ADJ
sc-1152	277	11	behavior	behavior	NOUN
sc-1152	277	12	of	of	ADP
sc-1152	277	13	such	such	ADJ
sc-1152	277	14	sc	sc	PROPN
sc-1152	277	15	services	service	NOUN
sc-1152	277	16	is	be	AUX
sc-1152	277	17	a	a	DET
sc-1152	277	18	crucial	crucial	ADJ
sc-1152	277	19	challenge	challenge	NOUN
sc-1152	277	20	.	.	PUNCT
sc-1152	278	1	this	this	DET
sc-1152	278	2	section	section	NOUN
sc-1152	278	3	provides	provide	VERB
sc-1152	278	4	an	an	DET
sc-1152	278	5	overview	overview	NOUN
sc-1152	278	6	of	of	ADP
sc-1152	278	7	the	the	DET
sc-1152	278	8	core	core	NOUN
sc-1152	278	9	issues	issue	NOUN
sc-1152	278	10	,	,	PUNCT
sc-1152	278	11	challenges	challenge	NOUN
sc-1152	278	12	,	,	PUNCT
sc-1152	278	13	and	and	CCONJ
sc-1152	278	14	future	future	ADJ
sc-1152	278	15	research	research	NOUN
sc-1152	278	16	directions	direction	NOUN
sc-1152	278	17	in	in	ADP
sc-1152	278	18	orchestration	orchestration	NOUN
sc-1152	278	19	for	for	ADP
sc-1152	278	20	iot	iot	PROPN
sc-1152	278	21	services	service	NOUN
sc-1152	278	22	in	in	ADP
sc-1152	278	23	fc	fc	PROPN
sc-1152	278	24	enabled	enable	VERB
sc-1152	278	25	smart	smart	ADJ
sc-1152	278	26	cities	city	NOUN
sc-1152	278	27	.	.	PUNCT
sc-1152	279	1	in	in	ADP
sc-1152	279	2	the	the	DET
sc-1152	279	3	next	next	ADJ
sc-1152	279	4	sub	sub	NOUN
sc-1152	279	5	-	-	NOUN
sc-1152	279	6	section	section	NOUN
sc-1152	279	7	we	we	PRON
sc-1152	279	8	highlight	highlight	VERB
sc-1152	279	9	the	the	DET
sc-1152	279	10	key	key	ADJ
sc-1152	279	11	orchestration	orchestration	NOUN
sc-1152	279	12	challenges	challenge	NOUN
sc-1152	279	13	in	in	ADP
sc-1152	279	14	fog	fog	NOUN
sc-1152	279	15	-	-	PUNCT
sc-1152	279	16	enabled	enable	VERB
sc-1152	279	17	orchestration	orchestration	NOUN
sc-1152	279	18	for	for	ADP
sc-1152	279	19	sc	sc	PROPN
sc-1152	279	20	applications	application	NOUN
sc-1152	279	21	.	.	PUNCT
sc-1152	280	1	following	follow	VERB
sc-1152	280	2	this	this	PRON
sc-1152	280	3	,	,	PUNCT
sc-1152	280	4	the	the	DET
sc-1152	280	5	nascent	nascent	ADJ
sc-1152	280	6	research	research	NOUN
sc-1152	280	7	avenues	avenue	NOUN
sc-1152	280	8	envisioned	envision	VERB
sc-1152	280	9	by	by	ADP
sc-1152	280	10	such	such	ADJ
sc-1152	280	11	issues	issue	NOUN
sc-1152	280	12	and	and	CCONJ
sc-1152	280	13	challenges	challenge	NOUN
sc-1152	280	14	are	be	AUX
sc-1152	280	15	also	also	ADV
sc-1152	280	16	explored	explore	VERB
sc-1152	280	17	.	.	PUNCT
sc-1152	281	1	a.	a.	PROPN
sc-1152	281	2	fog	fog	PROPN
sc-1152	281	3	orchestration	orchestration	NOUN
sc-1152	281	4	challenges	challenge	NOUN
sc-1152	281	5	for	for	ADP
sc-1152	281	6	intelligent	intelligent	ADJ
sc-1152	281	7	transportation	transportation	NOUN
sc-1152	281	8	applications	application	NOUN
sc-1152	281	9	in	in	ADP
sc-1152	281	10	iot	iot	ADJ
sc-1152	281	11	space	space	NOUN
sc-1152	281	12	1	1	NUM
sc-1152	281	13	.	.	PUNCT
sc-1152	281	14	scalability	scalability	NOUN
sc-1152	281	15	since	since	SCONJ
sc-1152	281	16	the	the	DET
sc-1152	281	17	heterogeneous	heterogeneous	ADJ
sc-1152	281	18	sensors	sensor	NOUN
sc-1152	281	19	and	and	CCONJ
sc-1152	281	20	smart	smart	ADJ
sc-1152	281	21	devices	device	NOUN
sc-1152	281	22	employed	employ	VERB
sc-1152	281	23	in	in	ADP
sc-1152	281	24	sc	sc	PROPN
sc-1152	281	25	are	be	AUX
sc-1152	281	26	designed	design	VERB
sc-1152	281	27	from	from	ADP
sc-1152	281	28	multiple	multiple	ADJ
sc-1152	281	29	iot	iot	NOUN
sc-1152	281	30	manufacturers	manufacturer	NOUN
sc-1152	281	31	and	and	CCONJ
sc-1152	281	32	vendors	vendor	NOUN
sc-1152	281	33	,	,	PUNCT
sc-1152	281	34	selecting	select	VERB
sc-1152	281	35	an	an	DET
sc-1152	281	36	optimal	optimal	ADJ
sc-1152	281	37	device	device	NOUN
sc-1152	281	38	becomes	become	VERB
sc-1152	281	39	increasingly	increasingly	ADV
sc-1152	281	40	intricate	intricate	ADJ
sc-1152	281	41	while	while	SCONJ
sc-1152	281	42	considering	consider	VERB
sc-1152	281	43	customized	customized	ADJ
sc-1152	281	44	hardware	hardware	NOUN
sc-1152	281	45	configurations	configuration	NOUN
sc-1152	281	46	and	and	CCONJ
sc-1152	281	47	personalized	personalize	VERB
sc-1152	281	48	sc	sc	NOUN
sc-1152	281	49	requirements	requirement	NOUN
sc-1152	281	50	.	.	PUNCT
sc-1152	282	1	moreover	moreover	ADV
sc-1152	282	2	,	,	PUNCT
sc-1152	282	3	there	there	PRON
sc-1152	282	4	may	may	AUX
sc-1152	282	5	be	be	AUX
sc-1152	282	6	applications	application	NOUN
sc-1152	282	7	can	can	AUX
sc-1152	282	8	only	only	ADV
sc-1152	282	9	operate	operate	VERB
sc-1152	282	10	with	with	ADP
sc-1152	282	11	specific	specific	ADJ
sc-1152	282	12	hardware	hardware	NOUN
sc-1152	282	13	architectures	architecture	NOUN
sc-1152	282	14	viz	viz	PROPN
sc-1152	282	15	.	.	PUNCT
sc-1152	283	1	arm	arm	NOUN
sc-1152	283	2	or	or	CCONJ
sc-1152	283	3	intel	intel	PROPN
sc-1152	283	4	etc	etc	X
sc-1152	283	5	,	,	PUNCT
sc-1152	283	6	and	and	CCONJ
sc-1152	283	7	through	through	ADP
sc-1152	283	8	wide	wide	ADJ
sc-1152	283	9	range	range	NOUN
sc-1152	283	10	of	of	ADP
sc-1152	283	11	operating	operating	NOUN
sc-1152	283	12	systems	system	NOUN
sc-1152	283	13	[	[	X
sc-1152	283	14	29	29	NUM
sc-1152	283	15	]	]	PUNCT
sc-1152	283	16	.	.	PUNCT
sc-1152	284	1	additionally	additionally	ADV
sc-1152	284	2	,	,	PUNCT
sc-1152	284	3	the	the	DET
sc-1152	284	4	sc	sc	PROPN
sc-1152	284	5	applications	application	NOUN
sc-1152	284	6	with	with	ADP
sc-1152	284	7	stringent	stringent	ADJ
sc-1152	284	8	security	security	NOUN
sc-1152	284	9	requirements	requirement	NOUN
sc-1152	284	10	might	might	AUX
sc-1152	284	11	require	require	VERB
sc-1152	284	12	specific	specific	ADJ
sc-1152	284	13	hardware	hardware	NOUN
sc-1152	284	14	and	and	CCONJ
sc-1152	284	15	protocols	protocol	NOUN
sc-1152	284	16	to	to	PART
sc-1152	284	17	function	function	VERB
sc-1152	284	18	.	.	PUNCT
sc-1152	285	1	an	an	DET
sc-1152	285	2	orchestration	orchestration	NOUN
sc-1152	285	3	framework	framework	NOUN
sc-1152	285	4	need	need	VERB
sc-1152	285	5	not	not	PART
sc-1152	285	6	only	only	ADV
sc-1152	285	7	to	to	PART
sc-1152	285	8	cater	cater	VERB
sc-1152	285	9	to	to	ADP
sc-1152	285	10	such	such	ADJ
sc-1152	285	11	functional	functional	ADJ
sc-1152	285	12	requirements	requirement	NOUN
sc-1152	285	13	,	,	PUNCT
sc-1152	285	14	it	it	PRON
sc-1152	285	15	must	must	AUX
sc-1152	285	16	scale	scale	VERB
sc-1152	285	17	efficiently	efficiently	ADV
sc-1152	285	18	in	in	ADP
sc-1152	285	19	the	the	DET
sc-1152	285	20	face	face	NOUN
sc-1152	285	21	of	of	ADP
sc-1152	285	22	increasingly	increasingly	ADV
sc-1152	285	23	larger	large	ADJ
sc-1152	285	24	workflows	workflow	NOUN
sc-1152	285	25	that	that	PRON
sc-1152	285	26	change	change	VERB
sc-1152	285	27	dynamically	dynamically	ADV
sc-1152	285	28	[	[	X
sc-1152	285	29	23	23	NUM
sc-1152	285	30	]	]	PUNCT
sc-1152	285	31	,	,	PUNCT
sc-1152	285	32	[	[	X
sc-1152	285	33	30	30	NUM
sc-1152	285	34	]	]	PUNCT
sc-1152	285	35	.	.	PUNCT
sc-1152	286	1	the	the	DET
sc-1152	286	2	orchestrator	orchestrator	NOUN
sc-1152	286	3	must	must	AUX
sc-1152	286	4	assess	assess	VERB
sc-1152	286	5	whether	whether	SCONJ
sc-1152	286	6	the	the	DET
sc-1152	286	7	assembled	assemble	VERB
sc-1152	286	8	systems	system	NOUN
sc-1152	286	9	,	,	PUNCT
sc-1152	286	10	comprised	comprise	VERB
sc-1152	286	11	of	of	ADP
sc-1152	286	12	cloud	cloud	ADJ
sc-1152	286	13	resources	resource	NOUN
sc-1152	286	14	,	,	PUNCT
sc-1152	286	15	sensors	sensor	NOUN
sc-1152	286	16	,	,	PUNCT
sc-1152	286	17	and	and	CCONJ
sc-1152	286	18	fog	fog	NOUN
sc-1152	286	19	computing	compute	VERB
sc-1152	286	20	nodes	node	NOUN
sc-1152	286	21	(	(	PUNCT
sc-1152	286	22	fcn	fcn	NOUN
sc-1152	286	23	)	)	PUNCT
sc-1152	286	24	,	,	PUNCT
sc-1152	286	25	coupled	couple	VERB
sc-1152	286	26	with	with	ADP
sc-1152	286	27	geographic	geographic	ADJ
sc-1152	286	28	distributions	distribution	NOUN
sc-1152	286	29	and	and	CCONJ
sc-1152	286	30	constraints	constraint	NOUN
sc-1152	286	31	are	be	AUX
sc-1152	286	32	capable	capable	ADJ
sc-1152	286	33	of	of	ADP
sc-1152	286	34	provisioning	provision	VERB
sc-1152	286	35	complex	complex	ADJ
sc-1152	286	36	services	service	NOUN
sc-1152	286	37	correctly	correctly	ADV
sc-1152	286	38	and	and	CCONJ
sc-1152	286	39	efficiently	efficiently	ADV
sc-1152	286	40	.	.	PUNCT
sc-1152	287	1	in	in	ADP
sc-1152	287	2	particular	particular	ADJ
sc-1152	287	3	,	,	PUNCT
sc-1152	287	4	the	the	DET
sc-1152	287	5	orchestrator	orchestrator	NOUN
sc-1152	287	6	must	must	AUX
sc-1152	287	7	be	be	AUX
sc-1152	287	8	able	able	ADJ
sc-1152	287	9	to	to	PART
sc-1152	287	10	automatically	automatically	ADV
sc-1152	287	11	predict	predict	VERB
sc-1152	287	12	,	,	PUNCT
sc-1152	287	13	detect	detect	VERB
sc-1152	287	14	,	,	PUNCT
sc-1152	287	15	and	and	CCONJ
sc-1152	287	16	resolve	resolve	VERB
sc-1152	287	17	issues	issue	NOUN
sc-1152	287	18	pertaining	pertain	VERB
sc-1152	287	19	to	to	ADP
sc-1152	287	20	scalability	scalability	NOUN
sc-1152	287	21	bottlenecks	bottleneck	NOUN
sc-1152	287	22	that	that	PRON
sc-1152	287	23	could	could	AUX
sc-1152	287	24	arise	arise	VERB
sc-1152	287	25	from	from	ADP
sc-1152	287	26	increased	increase	VERB
sc-1152	287	27	application	application	NOUN
sc-1152	287	28	scale	scale	NOUN
sc-1152	287	29	in	in	ADP
sc-1152	287	30	a	a	DET
sc-1152	287	31	customized	customized	ADJ
sc-1152	287	32	sc	sc	NOUN
sc-1152	287	33	architecture	architecture	NOUN
sc-1152	287	34	.	.	PUNCT
sc-1152	288	1	2	2	X
sc-1152	288	2	.	.	X
sc-1152	288	3	privacy	privacy	NOUN
sc-1152	288	4	and	and	CCONJ
sc-1152	288	5	security	security	NOUN
sc-1152	288	6	security	security	NOUN
sc-1152	288	7	is	be	AUX
sc-1152	288	8	also	also	ADV
sc-1152	288	9	a	a	DET
sc-1152	288	10	critical	critical	ADJ
sc-1152	288	11	issue	issue	NOUN
sc-1152	288	12	in	in	ADP
sc-1152	288	13	building	build	VERB
sc-1152	288	14	future	future	ADJ
sc-1152	288	15	smart	smart	ADJ
sc-1152	288	16	cities	city	NOUN
sc-1152	288	17	.	.	PUNCT
sc-1152	289	1	this	this	PRON
sc-1152	289	2	mainly	mainly	ADV
sc-1152	289	3	refers	refer	VERB
sc-1152	289	4	to	to	ADP
sc-1152	289	5	security	security	NOUN
sc-1152	289	6	of	of	ADP
sc-1152	289	7	fog	fog	NOUN
sc-1152	289	8	computing	computing	NOUN
sc-1152	289	9	platforms	platform	NOUN
sc-1152	289	10	,	,	PUNCT
sc-1152	289	11	including	include	VERB
sc-1152	289	12	potential	potential	ADJ
sc-1152	289	13	cyber	cyber	NOUN
sc-1152	289	14	-	-	PUNCT
sc-1152	289	15	attacks	attack	NOUN
sc-1152	289	16	to	to	PART
sc-1152	289	17	smart	smart	ADJ
sc-1152	289	18	things	thing	NOUN
sc-1152	289	19	,	,	PUNCT
sc-1152	289	20	fog	fog	NOUN
sc-1152	289	21	devices	device	NOUN
sc-1152	289	22	/	/	SYM
sc-1152	289	23	gateways	gateway	NOUN
sc-1152	289	24	,	,	PUNCT
sc-1152	289	25	and	and	CCONJ
sc-1152	289	26	trust	trust	NOUN
sc-1152	289	27	and	and	CCONJ
sc-1152	289	28	authentication	authentication	NOUN
sc-1152	289	29	,	,	PUNCT
sc-1152	289	30	network	network	NOUN
sc-1152	289	31	security	security	NOUN
sc-1152	289	32	,	,	PUNCT
sc-1152	289	33	and	and	CCONJ
sc-1152	289	34	data	datum	NOUN
sc-1152	289	35	security	security	NOUN
sc-1152	289	36	,	,	PUNCT
sc-1152	289	37	etc	etc	X
sc-1152	289	38	[	[	X
sc-1152	289	39	31	31	NUM
sc-1152	289	40	]	]	PUNCT
sc-1152	289	41	.	.	PUNCT
sc-1152	290	1	for	for	ADP
sc-1152	290	2	example	example	NOUN
sc-1152	290	3	,	,	PUNCT
sc-1152	290	4	cyberattacks	cyberattack	NOUN
sc-1152	290	5	to	to	ADP
sc-1152	290	6	smart	smart	ADJ
sc-1152	290	7	things	thing	NOUN
sc-1152	290	8	,	,	PUNCT
sc-1152	290	9	fog	fog	NOUN
sc-1152	290	10	devices	device	NOUN
sc-1152	290	11	/	/	SYM
sc-1152	290	12	gateways	gateway	NOUN
sc-1152	290	13	can	can	AUX
sc-1152	290	14	dysfunction	dysfunction	VERB
sc-1152	290	15	smart	smart	ADJ
sc-1152	290	16	things	thing	NOUN
sc-1152	290	17	,	,	PUNCT
sc-1152	290	18	fog	fog	NOUN
sc-1152	290	19	devices	device	NOUN
sc-1152	290	20	/	/	SYM
sc-1152	290	21	gateways	gateway	NOUN
sc-1152	290	22	and	and	CCONJ
sc-1152	290	23	pose	pose	VERB
sc-1152	290	24	risks	risk	NOUN
sc-1152	290	25	in	in	ADP
sc-1152	290	26	failure	failure	NOUN
sc-1152	290	27	of	of	ADP
sc-1152	290	28	providing	provide	VERB
sc-1152	290	29	proper	proper	ADJ
sc-1152	290	30	services	service	NOUN
sc-1152	290	31	to	to	ADP
sc-1152	290	32	the	the	DET
sc-1152	290	33	city	city	NOUN
sc-1152	290	34	and	and	CCONJ
sc-1152	290	35	making	make	VERB
sc-1152	290	36	wrong	wrong	ADJ
sc-1152	290	37	decisions	decision	NOUN
sc-1152	290	38	in	in	ADP
sc-1152	290	39	reaction	reaction	NOUN
sc-1152	290	40	to	to	ADP
sc-1152	290	41	emergencies	emergency	NOUN
sc-1152	290	42	and	and	CCONJ
sc-1152	290	43	disasters	disaster	NOUN
sc-1152	290	44	.	.	PUNCT
sc-1152	291	1	failure	failure	NOUN
sc-1152	291	2	of	of	ADP
sc-1152	291	3	ensuring	ensure	VERB
sc-1152	291	4	trust	trust	NOUN
sc-1152	291	5	and	and	CCONJ
sc-1152	291	6	authentication	authentication	NOUN
sc-1152	291	7	will	will	AUX
sc-1152	291	8	also	also	ADV
sc-1152	291	9	put	put	VERB
sc-1152	291	10	any	any	DET
sc-1152	291	11	large	large	ADJ
sc-1152	291	12	-	-	PUNCT
sc-1152	291	13	scale	scale	NOUN
sc-1152	291	14	fog	fog	NOUN
sc-1152	291	15	computing	computing	NOUN
sc-1152	291	16	platforms	platform	NOUN
sc-1152	291	17	at	at	ADP
sc-1152	291	18	risk	risk	NOUN
sc-1152	291	19	,	,	PUNCT
sc-1152	291	20	potentially	potentially	ADV
sc-1152	291	21	leading	lead	VERB
sc-1152	291	22	to	to	ADP
sc-1152	291	23	intentional	intentional	ADJ
sc-1152	291	24	and	and	CCONJ
sc-1152	291	25	accidental	accidental	ADJ
sc-1152	291	26	misbehaviour	misbehaviour	NOUN
sc-1152	291	27	,	,	PUNCT
sc-1152	291	28	criminal	criminal	ADJ
sc-1152	291	29	activities	activity	NOUN
sc-1152	291	30	and	and	CCONJ
sc-1152	291	31	so	so	ADV
sc-1152	291	32	on	on	ADV
sc-1152	291	33	.	.	PUNCT
sc-1152	292	1	network	network	NOUN
sc-1152	292	2	security	security	NOUN
sc-1152	292	3	is	be	AUX
sc-1152	292	4	also	also	ADV
sc-1152	292	5	of	of	ADP
sc-1152	292	6	great	great	ADJ
sc-1152	292	7	importance	importance	NOUN
sc-1152	292	8	since	since	SCONJ
sc-1152	292	9	network	network	NOUN
sc-1152	292	10	attacks	attack	NOUN
sc-1152	292	11	such	such	ADJ
sc-1152	292	12	as	as	ADP
sc-1152	292	13	jamming	jamming	NOUN
sc-1152	292	14	attacks	attack	NOUN
sc-1152	292	15	,	,	PUNCT
sc-1152	292	16	sniffer	sniffer	NOUN
sc-1152	292	17	attacks	attack	NOUN
sc-1152	292	18	and	and	CCONJ
sc-1152	292	19	so	so	ADV
sc-1152	292	20	on	on	ADV
sc-1152	292	21	can	can	AUX
sc-1152	292	22	create	create	VERB
sc-1152	292	23	huge	huge	ADJ
sc-1152	292	24	risks	risk	NOUN
sc-1152	292	25	in	in	ADP
sc-1152	292	26	fog	fog	NOUN
sc-1152	292	27	computing	computing	NOUN
sc-1152	292	28	systems	system	NOUN
sc-1152	292	29	,	,	PUNCT
sc-1152	292	30	potentially	potentially	ADV
sc-1152	292	31	leading	lead	VERB
sc-1152	292	32	to	to	ADP
sc-1152	292	33	chaos	chaos	NOUN
sc-1152	292	34	of	of	ADP
sc-1152	292	35	the	the	DET
sc-1152	292	36	whole	whole	ADJ
sc-1152	292	37	fog	fog	PROPN
sc-1152	292	38	computing	computing	PROPN
sc-1152	292	39	systems	system	NOUN
sc-1152	292	40	.	.	PUNCT
sc-1152	293	1	data	datum	NOUN
sc-1152	293	2	security	security	NOUN
sc-1152	293	3	will	will	AUX
sc-1152	293	4	also	also	ADV
sc-1152	293	5	be	be	AUX
sc-1152	293	6	critical	critical	ADJ
sc-1152	293	7	.	.	PUNCT
sc-1152	294	1	sensitive	sensitive	ADJ
sc-1152	294	2	and/or	and/or	CCONJ
sc-1152	294	3	valuable	valuable	ADJ
sc-1152	294	4	data	datum	NOUN
sc-1152	294	5	generated	generate	VERB
sc-1152	294	6	from	from	ADP
sc-1152	294	7	any	any	DET
sc-1152	294	8	fog	fog	NOUN
sc-1152	294	9	computing	computing	NOUN
sc-1152	294	10	platforms	platform	NOUN
sc-1152	294	11	should	should	AUX
sc-1152	294	12	be	be	AUX
sc-1152	294	13	kept	keep	VERB
sc-1152	294	14	secure	secure	ADJ
sc-1152	294	15	[	[	X
sc-1152	294	16	32	32	NUM
sc-1152	294	17	]	]	PUNCT
sc-1152	294	18	.	.	PUNCT
sc-1152	295	1	since	since	SCONJ
sc-1152	295	2	in	in	ADP
sc-1152	295	3	iot	iot	PROPN
sc-1152	295	4	aided	aid	VERB
sc-1152	295	5	sc	sc	NOUN
sc-1152	295	6	like	like	ADP
sc-1152	295	7	use	use	NOUN
sc-1152	295	8	-	-	PUNCT
sc-1152	295	9	cases	case	NOUN
sc-1152	295	10	such	such	ADJ
sc-1152	295	11	as	as	ADP
sc-1152	295	12	smart	smart	ADJ
sc-1152	295	13	grid	grid	NOUN
sc-1152	295	14	,	,	PUNCT
sc-1152	295	15	smart	smart	ADJ
sc-1152	295	16	parking	parking	NOUN
sc-1152	295	17	etc	etc	NOUN
sc-1152	295	18	,	,	PUNCT
sc-1152	295	19	a	a	DET
sc-1152	295	20	specific	specific	ADJ
sc-1152	295	21	application	application	NOUN
sc-1152	295	22	is	be	AUX
sc-1152	295	23	composed	compose	VERB
sc-1152	295	24	of	of	ADP
sc-1152	295	25	multiple	multiple	ADJ
sc-1152	295	26	sensors	sensor	NOUN
sc-1152	295	27	,	,	PUNCT
sc-1152	295	28	computer	computer	NOUN
sc-1152	295	29	chips	chip	NOUN
sc-1152	295	30	and	and	CCONJ
sc-1152	295	31	devices	device	NOUN
sc-1152	295	32	,	,	PUNCT
sc-1152	295	33	their	their	PRON
sc-1152	295	34	deployment	deployment	NOUN
sc-1152	295	35	in	in	ADP
sc-1152	295	36	varying	vary	VERB
sc-1152	295	37	different	different	ADJ
sc-1152	295	38	geographic	geographic	ADJ
sc-1152	295	39	locations	location	NOUN
sc-1152	295	40	result	result	VERB
sc-1152	295	41	in	in	ADP
sc-1152	295	42	increased	increase	VERB
sc-1152	295	43	attack	attack	NOUN
sc-1152	295	44	vector	vector	NOUN
sc-1152	295	45	of	of	ADP
sc-1152	295	46	involved	involved	ADJ
sc-1152	295	47	objects	object	NOUN
sc-1152	295	48	.	.	PUNCT
sc-1152	296	1	examples	example	NOUN
sc-1152	296	2	of	of	ADP
sc-1152	296	3	attack	attack	NOUN
sc-1152	296	4	vector	vector	NOUN
sc-1152	296	5	may	may	AUX
sc-1152	296	6	be	be	AUX
sc-1152	296	7	human	human	NOUN
sc-1152	296	8	-	-	PUNCT
sc-1152	296	9	caused	cause	VERB
sc-1152	296	10	sabotage	sabotage	NOUN
sc-1152	296	11	of	of	ADP
sc-1152	296	12	network	network	NOUN
sc-1152	296	13	infrastructure	infrastructure	NOUN
sc-1152	296	14	,	,	PUNCT
sc-1152	296	15	malicious	malicious	ADJ
sc-1152	296	16	programs	program	NOUN
sc-1152	296	17	provoking	provoke	VERB
sc-1152	296	18	data	datum	NOUN
sc-1152	296	19	leakage	leakage	NOUN
sc-1152	296	20	,	,	PUNCT
sc-1152	296	21	or	or	CCONJ
sc-1152	296	22	even	even	ADV
sc-1152	296	23	physical	physical	ADJ
sc-1152	296	24	access	access	NOUN
sc-1152	296	25	to	to	ADP
sc-1152	296	26	devices	device	NOUN
sc-1152	296	27	[	[	X
sc-1152	296	28	33	33	NUM
sc-1152	296	29	]	]	PUNCT
sc-1152	296	30	.	.	PUNCT
sc-1152	297	1	holistic	holistic	ADJ
sc-1152	297	2	security	security	NOUN
sc-1152	297	3	and	and	CCONJ
sc-1152	297	4	risk	risk	NOUN
sc-1152	297	5	assessment	assessment	NOUN
sc-1152	297	6	procedures	procedure	NOUN
sc-1152	297	7	are	be	AUX
sc-1152	297	8	needed	need	VERB
sc-1152	297	9	to	to	PART
sc-1152	297	10	effectively	effectively	ADV
sc-1152	297	11	and	and	CCONJ
sc-1152	297	12	dynamically	dynamically	ADV
sc-1152	297	13	evaluate	evaluate	VERB
sc-1152	297	14	the	the	DET
sc-1152	297	15	security	security	NOUN
sc-1152	297	16	and	and	CCONJ
sc-1152	297	17	measure	measure	NOUN
sc-1152	297	18	risks	risk	NOUN
sc-1152	297	19	,	,	PUNCT
sc-1152	297	20	as	as	SCONJ
sc-1152	297	21	evaluating	evaluate	VERB
sc-1152	297	22	the	the	DET
sc-1152	297	23	security	security	NOUN
sc-1152	297	24	of	of	ADP
sc-1152	297	25	dynamic	dynamic	ADJ
sc-1152	297	26	iot	iot	NOUN
sc-1152	297	27	based	base	VERB
sc-1152	297	28	application	application	NOUN
sc-1152	297	29	orchestration	orchestration	NOUN
sc-1152	297	30	become	become	VERB
sc-1152	297	31	increasingly	increasingly	ADV
sc-1152	297	32	critical	critical	ADJ
sc-1152	297	33	for	for	ADP
sc-1152	297	34	secure	secure	ADJ
sc-1152	297	35	data	datum	NOUN
sc-1152	297	36	8	8	NUM
sc-1152	297	37	md	md	PROPN
sc-1152	297	38	.	.	PUNCT
sc-1152	298	1	muzakkir	muzakkir	PROPN
sc-1152	298	2	hussain	hussain	PROPN
sc-1152	298	3	et	et	PROPN
sc-1152	298	4	al	al	PROPN
sc-1152	298	5	.	.	PUNCT
sc-1152	299	1	eai	eai	PROPN
sc-1152	299	2	endorsed	endorse	VERB
sc-1152	299	3	transactions	transaction	NOUN
sc-1152	299	4	on	on	ADP
sc-1152	299	5	smart	smart	ADJ
sc-1152	299	6	cities	city	NOUN
sc-1152	299	7	12	12	NUM
sc-1152	299	8	2017	2017	NUM
sc-1152	299	9	02	02	NUM
sc-1152	299	10	2018	2018	NUM
sc-1152	299	11	|	|	ADV
sc-1152	299	12	volume	volume	NOUN
sc-1152	299	13	2	2	NUM
sc-1152	299	14	|	|	ADV
sc-1152	299	15	issue	issue	VERB
sc-1152	299	16	7	7	NUM
sc-1152	299	17	|	|	ADV
sc-1152	299	18	e3	e3	VERB
sc-1152	299	19	9	9	NUM
sc-1152	299	20	placement	placement	NOUN
sc-1152	299	21	and	and	CCONJ
sc-1152	299	22	processing	processing	NOUN
sc-1152	299	23	.	.	PUNCT
sc-1152	300	1	the	the	DET
sc-1152	300	2	iot	iot	PROPN
sc-1152	300	3	integrated	integrate	VERB
sc-1152	300	4	devices	device	NOUN
sc-1152	300	5	for	for	ADP
sc-1152	300	6	fog	fog	NOUN
sc-1152	300	7	support	support	NOUN
sc-1152	300	8	such	such	ADJ
sc-1152	300	9	as	as	ADP
sc-1152	300	10	switches	switch	NOUN
sc-1152	300	11	,	,	PUNCT
sc-1152	300	12	routers	router	NOUN
sc-1152	300	13	and	and	CCONJ
sc-1152	300	14	base	base	NOUN
sc-1152	300	15	stations	station	NOUN
sc-1152	300	16	etc	etc	VERB
sc-1152	300	17	,	,	PUNCT
sc-1152	300	18	if	if	SCONJ
sc-1152	300	19	are	be	AUX
sc-1152	300	20	brought	bring	VERB
sc-1152	300	21	to	to	PART
sc-1152	300	22	be	be	AUX
sc-1152	300	23	used	use	VERB
sc-1152	300	24	as	as	ADP
sc-1152	300	25	publicly	publicly	ADV
sc-1152	300	26	accessible	accessible	ADJ
sc-1152	300	27	computing	computing	NOUN
sc-1152	300	28	edge	edge	NOUN
sc-1152	300	29	nodes	node	NOUN
sc-1152	300	30	,	,	PUNCT
sc-1152	300	31	the	the	DET
sc-1152	300	32	risk	risk	NOUN
sc-1152	300	33	associated	associate	VERB
sc-1152	300	34	by	by	ADP
sc-1152	300	35	public	public	ADJ
sc-1152	300	36	and	and	CCONJ
sc-1152	300	37	private	private	ADJ
sc-1152	300	38	vendors	vendor	NOUN
sc-1152	300	39	that	that	PRON
sc-1152	300	40	own	own	VERB
sc-1152	300	41	these	these	DET
sc-1152	300	42	devices	device	NOUN
sc-1152	300	43	as	as	ADV
sc-1152	300	44	well	well	ADV
sc-1152	300	45	as	as	ADP
sc-1152	300	46	those	those	PRON
sc-1152	300	47	that	that	PRON
sc-1152	300	48	will	will	AUX
sc-1152	300	49	employ	employ	VERB
sc-1152	300	50	these	these	DET
sc-1152	300	51	devices	device	NOUN
sc-1152	300	52	will	will	AUX
sc-1152	300	53	need	need	VERB
sc-1152	300	54	revised	revise	VERB
sc-1152	300	55	articulation	articulation	NOUN
sc-1152	300	56	.	.	PUNCT
sc-1152	301	1	also	also	ADV
sc-1152	301	2	,	,	PUNCT
sc-1152	301	3	the	the	DET
sc-1152	301	4	intended	intend	VERB
sc-1152	301	5	objective	objective	NOUN
sc-1152	301	6	of	of	ADP
sc-1152	301	7	such	such	ADJ
sc-1152	301	8	devices	device	NOUN
sc-1152	301	9	,	,	PUNCT
sc-1152	301	10	e.g.	e.g.	ADV
sc-1152	301	11	an	an	DET
sc-1152	301	12	internet	internet	NOUN
sc-1152	301	13	router	router	NOUN
sc-1152	301	14	for	for	ADP
sc-1152	301	15	handling	handle	VERB
sc-1152	301	16	network	network	NOUN
sc-1152	301	17	traffic	traffic	NOUN
sc-1152	301	18	,	,	PUNCT
sc-1152	301	19	can	can	AUX
sc-1152	301	20	not	not	PART
sc-1152	301	21	be	be	AUX
sc-1152	301	22	compromised	compromise	VERB
sc-1152	301	23	just	just	ADV
sc-1152	301	24	because	because	SCONJ
sc-1152	301	25	it	it	PRON
sc-1152	301	26	is	be	AUX
sc-1152	301	27	being	be	AUX
sc-1152	301	28	used	use	VERB
sc-1152	301	29	as	as	ADP
sc-1152	301	30	fog	fog	NOUN
sc-1152	301	31	node	node	PROPN
sc-1152	301	32	.	.	PUNCT
sc-1152	302	1	the	the	DET
sc-1152	302	2	fog	fog	NOUN
sc-1152	302	3	can	can	AUX
sc-1152	302	4	be	be	AUX
sc-1152	302	5	made	make	VERB
sc-1152	302	6	multi	multi	ADJ
sc-1152	302	7	-	-	NOUN
sc-1152	302	8	tenant	tenant	NOUN
sc-1152	302	9	only	only	ADV
sc-1152	302	10	when	when	SCONJ
sc-1152	302	11	stringent	stringent	ADJ
sc-1152	302	12	security	security	NOUN
sc-1152	302	13	protocols	protocol	NOUN
sc-1152	302	14	are	be	AUX
sc-1152	302	15	enforced	enforce	VERB
sc-1152	302	16	.	.	PUNCT
sc-1152	303	1	3	3	X
sc-1152	303	2	.	.	X
sc-1152	303	3	dynamic	dynamic	ADJ
sc-1152	303	4	workflows	workflow	VERB
sc-1152	303	5	another	another	DET
sc-1152	303	6	significant	significant	ADJ
sc-1152	303	7	characteristic	characteristic	NOUN
sc-1152	303	8	and	and	CCONJ
sc-1152	303	9	challenge	challenge	NOUN
sc-1152	303	10	for	for	ADP
sc-1152	303	11	iot	iot	PROPN
sc-1152	303	12	enabled	enable	VERB
sc-1152	303	13	sc	sc	PROPN
sc-1152	303	14	applications	application	NOUN
sc-1152	303	15	is	be	AUX
sc-1152	303	16	their	their	PRON
sc-1152	303	17	ability	ability	NOUN
sc-1152	303	18	to	to	PART
sc-1152	303	19	evolve	evolve	VERB
sc-1152	303	20	and	and	CCONJ
sc-1152	303	21	dynamically	dynamically	ADV
sc-1152	303	22	change	change	VERB
sc-1152	303	23	their	their	PRON
sc-1152	303	24	workflow	workflow	NOUN
sc-1152	303	25	composition	composition	NOUN
sc-1152	303	26	.	.	PUNCT
sc-1152	304	1	this	this	DET
sc-1152	304	2	problem	problem	NOUN
sc-1152	304	3	,	,	PUNCT
sc-1152	304	4	in	in	ADP
sc-1152	304	5	the	the	DET
sc-1152	304	6	context	context	NOUN
sc-1152	304	7	of	of	ADP
sc-1152	304	8	software	software	NOUN
sc-1152	304	9	upgrades	upgrade	NOUN
sc-1152	304	10	through	through	ADP
sc-1152	304	11	fcns	fcns	NOUN
sc-1152	304	12	or	or	CCONJ
sc-1152	304	13	the	the	DET
sc-1152	304	14	frequent	frequent	ADJ
sc-1152	304	15	join	join	NOUN
sc-1152	304	16	-	-	PUNCT
sc-1152	304	17	leave	leave	NOUN
sc-1152	304	18	behavior	behavior	NOUN
sc-1152	304	19	of	of	ADP
sc-1152	304	20	network	network	NOUN
sc-1152	304	21	objects	object	NOUN
sc-1152	304	22	,	,	PUNCT
sc-1152	304	23	will	will	AUX
sc-1152	304	24	change	change	VERB
sc-1152	304	25	the	the	DET
sc-1152	304	26	internal	internal	ADJ
sc-1152	304	27	properties	property	NOUN
sc-1152	304	28	and	and	CCONJ
sc-1152	304	29	performance	performance	NOUN
sc-1152	304	30	,	,	PUNCT
sc-1152	304	31	potentially	potentially	ADV
sc-1152	304	32	altering	alter	VERB
sc-1152	304	33	the	the	DET
sc-1152	304	34	overall	overall	ADJ
sc-1152	304	35	workflow	workflow	NOUN
sc-1152	304	36	execution	execution	NOUN
sc-1152	304	37	pattern	pattern	NOUN
sc-1152	304	38	.	.	PUNCT
sc-1152	305	1	moreover	moreover	ADV
sc-1152	305	2	,	,	PUNCT
sc-1152	305	3	handheld	handheld	ADJ
sc-1152	305	4	devices	device	NOUN
sc-1152	305	5	used	use	VERB
sc-1152	305	6	by	by	ADP
sc-1152	305	7	sc	sc	PROPN
sc-1152	305	8	stakeholders	stakeholder	NOUN
sc-1152	305	9	inevitably	inevitably	ADV
sc-1152	305	10	suffer	suffer	VERB
sc-1152	305	11	from	from	ADP
sc-1152	305	12	software	software	NOUN
sc-1152	305	13	and	and	CCONJ
sc-1152	305	14	hardware	hardware	NOUN
sc-1152	305	15	aging	aging	NOUN
sc-1152	305	16	,	,	PUNCT
sc-1152	305	17	which	which	PRON
sc-1152	305	18	will	will	AUX
sc-1152	305	19	invariably	invariably	ADV
sc-1152	305	20	result	result	VERB
sc-1152	305	21	in	in	ADP
sc-1152	305	22	changing	change	VERB
sc-1152	305	23	workflow	workflow	NOUN
sc-1152	305	24	behavior	behavior	NOUN
sc-1152	305	25	and	and	CCONJ
sc-1152	305	26	its	its	PRON
sc-1152	305	27	device	device	NOUN
sc-1152	305	28	properties	property	NOUN
sc-1152	305	29	(	(	PUNCT
sc-1152	305	30	for	for	ADP
sc-1152	305	31	example	example	NOUN
sc-1152	305	32	,	,	PUNCT
sc-1152	305	33	low	low	ADJ
sc-1152	305	34	-	-	PUNCT
sc-1152	305	35	battery	battery	NOUN
sc-1152	305	36	devices	device	NOUN
sc-1152	305	37	will	will	AUX
sc-1152	305	38	degrade	degrade	VERB
sc-1152	305	39	the	the	DET
sc-1152	305	40	data	data	NOUN
sc-1152	305	41	transmission	transmission	NOUN
sc-1152	305	42	rate	rate	NOUN
sc-1152	305	43	)	)	PUNCT
sc-1152	305	44	.	.	PUNCT
sc-1152	306	1	furthermore	furthermore	ADV
sc-1152	306	2	,	,	PUNCT
sc-1152	306	3	performance	performance	NOUN
sc-1152	306	4	of	of	ADP
sc-1152	306	5	transportation	transportation	NOUN
sc-1152	306	6	applications	application	NOUN
sc-1152	306	7	will	will	AUX
sc-1152	306	8	change	change	VERB
sc-1152	306	9	owing	owe	VERB
sc-1152	306	10	to	to	ADP
sc-1152	306	11	their	their	PRON
sc-1152	306	12	transient	transient	ADJ
sc-1152	306	13	and/or	and/or	CCONJ
sc-1152	306	14	shortlived	shortlived	ADJ
sc-1152	306	15	behavior	behavior	NOUN
sc-1152	306	16	within	within	ADP
sc-1152	306	17	the	the	DET
sc-1152	306	18	sc	sc	PROPN
sc-1152	306	19	subsystem	subsystem	NOUN
sc-1152	306	20	,	,	PUNCT
sc-1152	306	21	including	include	VERB
sc-1152	306	22	spikes	spike	NOUN
sc-1152	306	23	in	in	ADP
sc-1152	306	24	resource	resource	NOUN
sc-1152	306	25	consumption	consumption	NOUN
sc-1152	306	26	or	or	CCONJ
sc-1152	306	27	big	big	ADJ
sc-1152	306	28	data	data	NOUN
sc-1152	306	29	generation	generation	NOUN
sc-1152	306	30	.	.	PUNCT
sc-1152	307	1	this	this	PRON
sc-1152	307	2	leads	lead	VERB
sc-1152	307	3	to	to	ADP
sc-1152	307	4	a	a	DET
sc-1152	307	5	strong	strong	ADJ
sc-1152	307	6	requirement	requirement	NOUN
sc-1152	307	7	for	for	ADP
sc-1152	307	8	automatic	automatic	ADJ
sc-1152	307	9	and	and	CCONJ
sc-1152	307	10	intelligent	intelligent	ADJ
sc-1152	307	11	reconfiguration	reconfiguration	NOUN
sc-1152	307	12	of	of	ADP
sc-1152	307	13	the	the	DET
sc-1152	307	14	topological	topological	ADJ
sc-1152	307	15	structure	structure	NOUN
sc-1152	307	16	and	and	CCONJ
sc-1152	307	17	assigned	assign	VERB
sc-1152	307	18	resources	resource	NOUN
sc-1152	307	19	within	within	ADP
sc-1152	307	20	the	the	DET
sc-1152	307	21	workflow	workflow	NOUN
sc-1152	307	22	,	,	PUNCT
sc-1152	307	23	and	and	CCONJ
sc-1152	307	24	importantly	importantly	ADV
sc-1152	307	25	,	,	PUNCT
sc-1152	307	26	that	that	PRON
sc-1152	307	27	of	of	ADP
sc-1152	307	28	fcns	fcns	NOUN
sc-1152	307	29	.	.	PUNCT
sc-1152	308	1	4	4	X
sc-1152	308	2	.	.	X
sc-1152	308	3	tolerance	tolerance	NOUN
sc-1152	308	4	scaling	scale	VERB
sc-1152	308	5	a	a	DET
sc-1152	308	6	fog	fog	NOUN
sc-1152	308	7	computing	compute	VERB
sc-1152	308	8	framework	framework	NOUN
sc-1152	308	9	in	in	ADP
sc-1152	308	10	proportion	proportion	NOUN
sc-1152	308	11	to	to	ADP
sc-1152	308	12	sc	sc	NOUN
sc-1152	308	13	application	application	NOUN
sc-1152	308	14	demands	demand	NOUN
sc-1152	308	15	increases	increase	VERB
sc-1152	308	16	the	the	DET
sc-1152	308	17	probability	probability	NOUN
sc-1152	308	18	of	of	ADP
sc-1152	308	19	failure	failure	NOUN
sc-1152	308	20	.	.	PUNCT
sc-1152	309	1	some	some	DET
sc-1152	309	2	rare	rare	ADJ
sc-1152	309	3	software	software	NOUN
sc-1152	309	4	bugs	bug	NOUN
sc-1152	309	5	or	or	CCONJ
sc-1152	309	6	hardware	hardware	NOUN
sc-1152	309	7	faults	fault	NOUN
sc-1152	309	8	that	that	PRON
sc-1152	309	9	do	do	AUX
sc-1152	309	10	n’t	not	PART
sc-1152	309	11	manifest	manifest	VERB
sc-1152	309	12	at	at	ADP
sc-1152	309	13	small	small	ADJ
sc-1152	309	14	scale	scale	NOUN
sc-1152	309	15	or	or	CCONJ
sc-1152	309	16	in	in	ADP
sc-1152	309	17	testing	testing	NOUN
sc-1152	309	18	environments	environment	NOUN
sc-1152	309	19	,	,	PUNCT
sc-1152	309	20	such	such	ADJ
sc-1152	309	21	as	as	ADP
sc-1152	309	22	stragglers	straggler	NOUN
sc-1152	309	23	,	,	PUNCT
sc-1152	309	24	can	can	AUX
sc-1152	309	25	have	have	VERB
sc-1152	309	26	a	a	DET
sc-1152	309	27	debilitating	debilitating	ADJ
sc-1152	309	28	effect	effect	NOUN
sc-1152	309	29	on	on	ADP
sc-1152	309	30	system	system	NOUN
sc-1152	309	31	performance	performance	NOUN
sc-1152	309	32	and	and	CCONJ
sc-1152	309	33	reliability	reliability	NOUN
sc-1152	309	34	.	.	PUNCT
sc-1152	310	1	at	at	ADP
sc-1152	310	2	the	the	DET
sc-1152	310	3	scale	scale	NOUN
sc-1152	310	4	,	,	PUNCT
sc-1152	310	5	heterogeneity	heterogeneity	NOUN
sc-1152	310	6	,	,	PUNCT
sc-1152	310	7	and	and	CCONJ
sc-1152	310	8	complexity	complexity	NOUN
sc-1152	310	9	we	we	PRON
sc-1152	310	10	’re	’re	AUX
sc-1152	310	11	anticipating	anticipate	VERB
sc-1152	310	12	,	,	PUNCT
sc-1152	310	13	different	different	ADJ
sc-1152	310	14	fault	fault	NOUN
sc-1152	310	15	combinations	combination	NOUN
sc-1152	310	16	will	will	AUX
sc-1152	310	17	likely	likely	ADV
sc-1152	310	18	occur	occur	VERB
sc-1152	310	19	.	.	PUNCT
sc-1152	311	1	to	to	PART
sc-1152	311	2	address	address	VERB
sc-1152	311	3	these	these	DET
sc-1152	311	4	system	system	NOUN
sc-1152	311	5	failures	failure	NOUN
sc-1152	311	6	,	,	PUNCT
sc-1152	311	7	developers	developer	NOUN
sc-1152	311	8	should	should	AUX
sc-1152	311	9	incorporate	incorporate	VERB
sc-1152	311	10	redundant	redundant	ADJ
sc-1152	311	11	replications	replication	NOUN
sc-1152	311	12	and	and	CCONJ
sc-1152	311	13	user	user	NOUN
sc-1152	311	14	-	-	PUNCT
sc-1152	311	15	transparent	transparent	ADJ
sc-1152	311	16	,	,	PUNCT
sc-1152	311	17	fault	fault	NOUN
sc-1152	311	18	-	-	PUNCT
sc-1152	311	19	tolerant	tolerant	ADJ
sc-1152	311	20	deployment	deployment	NOUN
sc-1152	311	21	and	and	CCONJ
sc-1152	311	22	execution	execution	NOUN
sc-1152	311	23	techniques	technique	NOUN
sc-1152	311	24	in	in	ADP
sc-1152	311	25	orchestration	orchestration	NOUN
sc-1152	311	26	design	design	NOUN
sc-1152	311	27	.	.	PUNCT
sc-1152	312	1	b.	b.	PROPN
sc-1152	313	1	future	future	ADJ
sc-1152	313	2	research	research	NOUN
sc-1152	313	3	directions	direction	NOUN
sc-1152	313	4	the	the	DET
sc-1152	313	5	challenges	challenge	NOUN
sc-1152	313	6	outlined	outline	VERB
sc-1152	313	7	in	in	ADP
sc-1152	313	8	the	the	DET
sc-1152	313	9	above	above	ADJ
sc-1152	313	10	sub	sub	NOUN
sc-1152	313	11	-	-	NOUN
sc-1152	313	12	section	section	ADJ
sc-1152	313	13	unlock	unlock	NOUN
sc-1152	313	14	several	several	ADJ
sc-1152	313	15	key	key	ADJ
sc-1152	313	16	research	research	NOUN
sc-1152	313	17	directions	direction	NOUN
sc-1152	313	18	for	for	ADP
sc-1152	313	19	successful	successful	ADJ
sc-1152	313	20	deployment	deployment	NOUN
sc-1152	313	21	of	of	ADP
sc-1152	313	22	fog	fog	PROPN
sc-1152	313	23	supported	support	VERB
sc-1152	313	24	sc	sc	PROPN
sc-1152	313	25	architectures	architecture	NOUN
sc-1152	313	26	.	.	PUNCT
sc-1152	314	1	the	the	DET
sc-1152	314	2	research	research	NOUN
sc-1152	314	3	prospects	prospect	NOUN
sc-1152	314	4	defined	define	VERB
sc-1152	314	5	for	for	ADP
sc-1152	314	6	fog	fog	NOUN
sc-1152	314	7	life	life	NOUN
sc-1152	314	8	cycle	cycle	NOUN
sc-1152	314	9	management	management	NOUN
sc-1152	314	10	can	can	AUX
sc-1152	314	11	be	be	AUX
sc-1152	314	12	executed	execute	VERB
sc-1152	314	13	in	in	ADP
sc-1152	314	14	three	three	NUM
sc-1152	314	15	broad	broad	ADJ
sc-1152	314	16	phases	phase	NOUN
sc-1152	314	17	.	.	PUNCT
sc-1152	315	1	in	in	ADP
sc-1152	315	2	deployment	deployment	NOUN
sc-1152	315	3	phase	phase	NOUN
sc-1152	315	4	,	,	PUNCT
sc-1152	315	5	research	research	NOUN
sc-1152	315	6	opportunities	opportunity	NOUN
sc-1152	315	7	include	include	VERB
sc-1152	315	8	optimal	optimal	ADJ
sc-1152	315	9	node	node	ADJ
sc-1152	315	10	selection	selection	NOUN
sc-1152	315	11	and	and	CCONJ
sc-1152	315	12	routing	routing	NOUN
sc-1152	315	13	,	,	PUNCT
sc-1152	315	14	parallel	parallel	ADJ
sc-1152	315	15	algorithms	algorithm	NOUN
sc-1152	315	16	to	to	PART
sc-1152	315	17	handle	handle	VERB
sc-1152	315	18	scalability	scalability	NOUN
sc-1152	315	19	issues	issue	NOUN
sc-1152	315	20	,	,	PUNCT
sc-1152	315	21	etc	etc	X
sc-1152	315	22	.	.	X
sc-1152	315	23	in	in	ADP
sc-1152	315	24	runtime	runtime	NOUN
sc-1152	315	25	phase	phase	NOUN
sc-1152	315	26	,	,	PUNCT
sc-1152	315	27	incremental	incremental	ADJ
sc-1152	315	28	design	design	NOUN
sc-1152	315	29	and	and	CCONJ
sc-1152	315	30	analytics	analytic	NOUN
sc-1152	315	31	,	,	PUNCT
sc-1152	315	32	re	re	NOUN
sc-1152	315	33	-	-	NOUN
sc-1152	315	34	engineering	engineering	ADJ
sc-1152	315	35	,	,	PUNCT
sc-1152	315	36	dynamic	dynamic	ADJ
sc-1152	315	37	orchestration	orchestration	NOUN
sc-1152	315	38	etc	etc	X
sc-1152	315	39	,	,	PUNCT
sc-1152	315	40	are	be	AUX
sc-1152	315	41	potential	potential	ADJ
sc-1152	315	42	research	research	NOUN
sc-1152	315	43	thrusts	thrust	NOUN
sc-1152	315	44	for	for	ADP
sc-1152	315	45	supporting	support	VERB
sc-1152	315	46	dynamic	dynamic	ADJ
sc-1152	315	47	qos	qos	NOUN
sc-1152	315	48	monitoring	monitoring	NOUN
sc-1152	315	49	and	and	CCONJ
sc-1152	315	50	providing	provide	VERB
sc-1152	315	51	guaranteed	guarantee	VERB
sc-1152	315	52	qoe	qoe	NOUN
sc-1152	316	1	[	[	X
sc-1152	316	2	34	34	NUM
sc-1152	316	3	]	]	PUNCT
sc-1152	316	4	.	.	PUNCT
sc-1152	317	1	in	in	ADP
sc-1152	317	2	the	the	DET
sc-1152	317	3	evaluation	evaluation	NOUN
sc-1152	317	4	phase	phase	NOUN
sc-1152	317	5	,	,	PUNCT
sc-1152	317	6	big	big	ADJ
sc-1152	317	7	-	-	PUNCT
sc-1152	317	8	data	data	NOUN
sc-1152	317	9	-	-	PUNCT
sc-1152	317	10	driven	drive	VERB
sc-1152	317	11	analytics	analytic	NOUN
sc-1152	317	12	(	(	PUNCT
sc-1152	317	13	bd	bd	PROPN
sc-1152	317	14	2	2	NUM
sc-1152	317	15	a	a	NOUN
sc-1152	317	16	)	)	PUNCT
sc-1152	317	17	and	and	CCONJ
sc-1152	317	18	optimization	optimization	NOUN
sc-1152	317	19	algorithms	algorithm	NOUN
sc-1152	317	20	are	be	AUX
sc-1152	317	21	prime	prime	ADJ
sc-1152	317	22	avenues	avenue	NOUN
sc-1152	317	23	that	that	PRON
sc-1152	317	24	need	need	VERB
sc-1152	317	25	to	to	PART
sc-1152	317	26	be	be	AUX
sc-1152	317	27	explored	explore	VERB
sc-1152	317	28	to	to	PART
sc-1152	317	29	improve	improve	VERB
sc-1152	317	30	orchestration	orchestration	NOUN
sc-1152	317	31	quality	quality	NOUN
sc-1152	317	32	and	and	CCONJ
sc-1152	317	33	accelerate	accelerate	VERB
sc-1152	317	34	optimization	optimization	NOUN
sc-1152	317	35	for	for	ADP
sc-1152	317	36	problem	problem	NOUN
sc-1152	317	37	solving	solving	NOUN
sc-1152	317	38	.	.	PUNCT
sc-1152	318	1	figure	figure	NOUN
sc-1152	318	2	5	5	NUM
sc-1152	318	3	:	:	PUNCT
sc-1152	318	4	functional	functional	ADJ
sc-1152	318	5	elements	element	NOUN
sc-1152	318	6	of	of	ADP
sc-1152	318	7	a	a	DET
sc-1152	318	8	typical	typical	ADJ
sc-1152	318	9	fog	fog	NOUN
sc-1152	318	10	orchestrator	orchestrator	NOUN
sc-1152	318	11	1	1	NUM
sc-1152	318	12	.	.	PUNCT
sc-1152	319	1	opportunities	opportunity	NOUN
sc-1152	319	2	in	in	ADP
sc-1152	319	3	deployment	deployment	NOUN
sc-1152	319	4	phase	phase	NOUN
sc-1152	319	5	:	:	PUNCT
sc-1152	319	6	i	i	NOUN
sc-1152	319	7	)	)	PUNCT
sc-1152	319	8	optimal	optimal	ADJ
sc-1152	319	9	node	node	NOUN
sc-1152	319	10	-	-	PUNCT
sc-1152	319	11	selection	selection	NOUN
sc-1152	319	12	and	and	CCONJ
sc-1152	319	13	routing	routing	NOUN
sc-1152	319	14	:	:	PUNCT
sc-1152	319	15	determining	determine	VERB
sc-1152	319	16	resources	resource	NOUN
sc-1152	319	17	and	and	CCONJ
sc-1152	319	18	services	service	NOUN
sc-1152	319	19	in	in	ADP
sc-1152	319	20	cloud	cloud	NOUN
sc-1152	319	21	paradigms	paradigm	NOUN
sc-1152	319	22	is	be	AUX
sc-1152	319	23	a	a	DET
sc-1152	319	24	well	well	ADV
sc-1152	319	25	explored	explore	VERB
sc-1152	319	26	area	area	NOUN
sc-1152	319	27	and	and	CCONJ
sc-1152	319	28	easily	easily	ADV
sc-1152	319	29	understood	understand	VERB
sc-1152	319	30	,	,	PUNCT
sc-1152	319	31	but	but	CCONJ
sc-1152	319	32	exploiting	exploit	VERB
sc-1152	319	33	network	network	NOUN
sc-1152	319	34	edges	edge	NOUN
sc-1152	319	35	in	in	ADP
sc-1152	319	36	decentralized	decentralized	ADJ
sc-1152	319	37	fog	fog	NOUN
sc-1152	319	38	settings	setting	NOUN
sc-1152	319	39	call	call	VERB
sc-1152	319	40	for	for	ADP
sc-1152	319	41	discovery	discovery	NOUN
sc-1152	319	42	mechanisms	mechanism	NOUN
sc-1152	319	43	to	to	PART
sc-1152	319	44	associate	associate	VERB
sc-1152	319	45	optimal	optimal	ADJ
sc-1152	319	46	nodes	node	NOUN
sc-1152	319	47	[	[	X
sc-1152	319	48	5],[34],[35	5],[34],[35	NUM
sc-1152	319	49	]	]	PUNCT
sc-1152	319	50	.	.	PUNCT
sc-1152	320	1	resource	resource	NOUN
sc-1152	320	2	discovery	discovery	NOUN
sc-1152	320	3	in	in	ADP
sc-1152	320	4	fog	fog	NOUN
sc-1152	320	5	computing	computing	NOUN
sc-1152	320	6	is	be	AUX
sc-1152	320	7	not	not	PART
sc-1152	320	8	as	as	ADV
sc-1152	320	9	easy	easy	ADJ
sc-1152	320	10	as	as	ADP
sc-1152	320	11	in	in	ADP
sc-1152	320	12	both	both	CCONJ
sc-1152	320	13	tightly	tightly	ADV
sc-1152	320	14	and	and	CCONJ
sc-1152	320	15	loosely	loosely	ADV
sc-1152	320	16	coupled	couple	VERB
sc-1152	320	17	distributed	distribute	VERB
sc-1152	320	18	environments	environment	NOUN
sc-1152	320	19	,	,	PUNCT
sc-1152	320	20	and	and	CCONJ
sc-1152	320	21	manual	manual	ADJ
sc-1152	320	22	mechanisms	mechanism	NOUN
sc-1152	320	23	are	be	AUX
sc-1152	320	24	not	not	PART
sc-1152	320	25	feasible	feasible	ADJ
sc-1152	320	26	because	because	SCONJ
sc-1152	320	27	of	of	ADP
sc-1152	320	28	sheer	sheer	ADJ
sc-1152	320	29	volume	volume	NOUN
sc-1152	320	30	of	of	ADP
sc-1152	320	31	fcns	fcns	PROPN
sc-1152	320	32	available	available	ADJ
sc-1152	320	33	at	at	ADP
sc-1152	320	34	fog	fog	NOUN
sc-1152	320	35	layer	layer	NOUN
sc-1152	320	36	.	.	PUNCT
sc-1152	321	1	if	if	SCONJ
sc-1152	321	2	the	the	DET
sc-1152	321	3	sc	sc	PROPN
sc-1152	321	4	utility	utility	NOUN
sc-1152	321	5	needs	need	VERB
sc-1152	321	6	to	to	PART
sc-1152	321	7	execute	execute	VERB
sc-1152	321	8	machine	machine	NOUN
sc-1152	321	9	learning	learning	NOUN
sc-1152	321	10	or	or	CCONJ
sc-1152	321	11	big	big	ADJ
sc-1152	321	12	-	-	PUNCT
sc-1152	321	13	data	datum	NOUN
sc-1152	321	14	tasks	task	NOUN
sc-1152	321	15	,	,	PUNCT
sc-1152	321	16	resource	resource	NOUN
sc-1152	321	17	allocation	allocation	NOUN
sc-1152	321	18	strategies	strategy	NOUN
sc-1152	321	19	also	also	ADV
sc-1152	321	20	need	need	VERB
sc-1152	321	21	to	to	PART
sc-1152	321	22	cater	cater	VERB
sc-1152	321	23	for	for	ADP
sc-1152	321	24	datastream	datastream	NOUN
sc-1152	321	25	of	of	ADP
sc-1152	321	26	heterogeneous	heterogeneous	ADJ
sc-1152	321	27	devices	device	NOUN
sc-1152	321	28	from	from	ADP
sc-1152	321	29	multiple	multiple	ADJ
sc-1152	321	30	generations	generation	NOUN
sc-1152	321	31	as	as	ADV
sc-1152	321	32	well	well	ADV
sc-1152	321	33	as	as	ADP
sc-1152	321	34	online	online	ADJ
sc-1152	321	35	workloads	workload	NOUN
sc-1152	321	36	.	.	PUNCT
sc-1152	322	1	benchmark	benchmark	NOUN
sc-1152	322	2	algorithms	algorithm	NOUN
sc-1152	322	3	need	need	VERB
sc-1152	322	4	to	to	PART
sc-1152	322	5	be	be	AUX
sc-1152	322	6	developed	develop	VERB
sc-1152	322	7	for	for	ADP
sc-1152	322	8	efficient	efficient	ADJ
sc-1152	322	9	estimation	estimation	NOUN
sc-1152	322	10	of	of	ADP
sc-1152	322	11	fcn	fcn	PROPN
sc-1152	322	12	’s	’s	PART
sc-1152	322	13	availability	availability	NOUN
sc-1152	322	14	and	and	CCONJ
sc-1152	322	15	capability	capability	NOUN
sc-1152	322	16	[	[	X
sc-1152	322	17	4	4	NUM
sc-1152	322	18	]	]	PUNCT
sc-1152	322	19	.	.	PUNCT
sc-1152	323	1	these	these	DET
sc-1152	323	2	algorithms	algorithm	NOUN
sc-1152	323	3	must	must	AUX
sc-1152	323	4	allow	allow	VERB
sc-1152	323	5	for	for	ADP
sc-1152	323	6	seamless	seamless	ADJ
sc-1152	323	7	augmentation	augmentation	NOUN
sc-1152	323	8	(	(	PUNCT
sc-1152	323	9	and	and	CCONJ
sc-1152	323	10	release	release	NOUN
sc-1152	323	11	)	)	PUNCT
sc-1152	323	12	of	of	ADP
sc-1152	323	13	fcns	fcns	NOUN
sc-1152	323	14	in	in	ADP
sc-1152	323	15	the	the	DET
sc-1152	323	16	computational	computational	ADJ
sc-1152	323	17	workflow	workflow	NOUN
sc-1152	323	18	at	at	ADP
sc-1152	323	19	varying	vary	VERB
sc-1152	323	20	hierarchical	hierarchical	ADJ
sc-1152	323	21	levels	level	NOUN
sc-1152	323	22	without	without	ADP
sc-1152	323	23	added	add	VERB
sc-1152	323	24	latencies	latency	NOUN
sc-1152	323	25	or	or	CCONJ
sc-1152	323	26	compromised	compromise	VERB
sc-1152	323	27	qoe	qoe	NOUN
sc-1152	323	28	.	.	PUNCT
sc-1152	324	1	autonomic	autonomic	ADJ
sc-1152	324	2	node	node	NOUN
sc-1152	324	3	recovery	recovery	NOUN
sc-1152	324	4	mechanisms	mechanism	NOUN
sc-1152	324	5	needs	need	VERB
sc-1152	324	6	to	to	PART
sc-1152	324	7	be	be	AUX
sc-1152	324	8	devised	devise	VERB
sc-1152	324	9	to	to	PART
sc-1152	324	10	ensure	ensure	VERB
sc-1152	324	11	consistency	consistency	NOUN
sc-1152	324	12	and	and	CCONJ
sc-1152	324	13	reliability	reliability	NOUN
sc-1152	324	14	in	in	ADP
sc-1152	324	15	in	in	ADP
sc-1152	324	16	fault	fault	NOUN
sc-1152	324	17	detection	detection	NOUN
sc-1152	324	18	in	in	ADP
sc-1152	324	19	fcn	fcn	PROPN
sc-1152	324	20	networked	networked	PROPN
sc-1152	324	21	architectures	architecture	NOUN
sc-1152	324	22	,	,	PUNCT
sc-1152	324	23	as	as	SCONJ
sc-1152	324	24	existing	exist	VERB
sc-1152	324	25	cloud	cloud	NOUN
sc-1152	324	26	based	base	VERB
sc-1152	324	27	solutions	solution	NOUN
sc-1152	324	28	do	do	AUX
sc-1152	324	29	n’t	not	PART
sc-1152	324	30	fit	fit	VERB
sc-1152	324	31	to	to	ADP
sc-1152	324	32	them	they	PRON
sc-1152	324	33	.	.	PUNCT
sc-1152	325	1	besides	besides	SCONJ
sc-1152	325	2	,	,	PUNCT
sc-1152	325	3	the	the	DET
sc-1152	325	4	most	most	ADV
sc-1152	325	5	potential	potential	ADJ
sc-1152	325	6	research	research	NOUN
sc-1152	325	7	aspect	aspect	NOUN
sc-1152	325	8	to	to	PART
sc-1152	325	9	ponder	ponder	VERB
sc-1152	325	10	is	be	AUX
sc-1152	325	11	workflow	workflow	NOUN
sc-1152	325	12	partitioning	partitioning	NOUN
sc-1152	325	13	in	in	ADP
sc-1152	325	14	fog	fog	NOUN
sc-1152	325	15	computing	computing	NOUN
sc-1152	325	16	environments	environment	NOUN
sc-1152	325	17	.	.	PUNCT
sc-1152	326	1	though	though	SCONJ
sc-1152	326	2	numerous	numerous	ADJ
sc-1152	326	3	task	task	NOUN
sc-1152	326	4	partitioning	partitioning	NOUN
sc-1152	326	5	techniques	technique	NOUN
sc-1152	326	6	,	,	PUNCT
sc-1152	326	7	languages	language	NOUN
sc-1152	326	8	and	and	CCONJ
sc-1152	326	9	tools	tool	NOUN
sc-1152	326	10	have	have	AUX
sc-1152	326	11	been	be	AUX
sc-1152	326	12	successfully	successfully	ADV
sc-1152	326	13	implemented	implement	VERB
sc-1152	326	14	for	for	ADP
sc-1152	326	15	cloud	cloud	ADJ
sc-1152	326	16	data	datum	NOUN
sc-1152	326	17	centers	center	NOUN
sc-1152	326	18	,	,	PUNCT
sc-1152	326	19	but	but	CCONJ
sc-1152	326	20	research	research	NOUN
sc-1152	326	21	regarding	regard	VERB
sc-1152	326	22	work	work	NOUN
sc-1152	326	23	apportioning	apportion	VERB
sc-1152	326	24	among	among	ADP
sc-1152	326	25	fcns	fcns	NOUN
sc-1152	326	26	is	be	AUX
sc-1152	326	27	still	still	ADV
sc-1152	326	28	in	in	ADP
sc-1152	326	29	concept	concept	NOUN
sc-1152	326	30	phase	phase	NOUN
sc-1152	326	31	.	.	PUNCT
sc-1152	327	1	without	without	ADP
sc-1152	327	2	specifying	specify	VERB
sc-1152	327	3	the	the	DET
sc-1152	327	4	capabilities	capability	NOUN
sc-1152	327	5	and	and	CCONJ
sc-1152	327	6	geo	geo	PROPN
sc-1152	327	7	-	-	PUNCT
sc-1152	327	8	distribution	distribution	NOUN
sc-1152	327	9	of	of	ADP
sc-1152	327	10	candidate	candidate	NOUN
sc-1152	327	11	fcns	fcns	NOUN
sc-1152	327	12	,	,	PUNCT
sc-1152	327	13	automated	automate	VERB
sc-1152	327	14	mechanism	mechanism	NOUN
sc-1152	327	15	for	for	ADP
sc-1152	327	16	realizing	realize	VERB
sc-1152	327	17	computation	computation	NOUN
sc-1152	327	18	offloading	offload	VERB
sc-1152	327	19	among	among	ADP
sc-1152	327	20	those	those	DET
sc-1152	327	21	nodes	node	NOUN
sc-1152	327	22	is	be	AUX
sc-1152	327	23	challenging	challenge	VERB
sc-1152	327	24	.	.	PUNCT
sc-1152	328	1	maintaining	maintain	VERB
sc-1152	328	2	a	a	DET
sc-1152	328	3	ranked	rank	VERB
sc-1152	328	4	list	list	NOUN
sc-1152	328	5	of	of	ADP
sc-1152	328	6	associated	associated	ADJ
sc-1152	328	7	host	host	NOUN
sc-1152	328	8	nodes	node	NOUN
sc-1152	328	9	through	through	ADP
sc-1152	328	10	priority	priority	NOUN
sc-1152	328	11	aware	aware	ADJ
sc-1152	328	12	resource	resource	NOUN
sc-1152	328	13	management	management	NOUN
sc-1152	328	14	policies	policy	NOUN
sc-1152	328	15	,	,	PUNCT
sc-1152	328	16	making	make	VERB
sc-1152	328	17	hierarchies	hierarchy	NOUN
sc-1152	328	18	or	or	CCONJ
sc-1152	328	19	pipelines	pipeline	NOUN
sc-1152	328	20	for	for	ADP
sc-1152	328	21	sequential	sequential	ADJ
sc-1152	328	22	offloading	offloading	NOUN
sc-1152	328	23	of	of	ADP
sc-1152	328	24	workloads	workload	NOUN
sc-1152	328	25	,	,	PUNCT
sc-1152	328	26	developing	develop	VERB
sc-1152	328	27	schedulers	scheduler	NOUN
sc-1152	328	28	for	for	ADP
sc-1152	328	29	dynamically	dynamically	ADV
sc-1152	328	30	deploying	deploy	VERB
sc-1152	328	31	segregated	segregated	ADJ
sc-1152	328	32	tasks	task	NOUN
sc-1152	328	33	to	to	ADP
sc-1152	328	34	a	a	DET
sc-1152	328	35	multiple	multiple	ADJ
sc-1152	328	36	nodes	node	NOUN
sc-1152	328	37	,	,	PUNCT
sc-1152	328	38	algorithms	algorithm	NOUN
sc-1152	328	39	for	for	ADP
sc-1152	328	40	parallelization	parallelization	NOUN
sc-1152	328	41	and	and	CCONJ
sc-1152	328	42	multitasking	multitaske	VERB
sc-1152	328	43	of	of	ADP
sc-1152	328	44	only	only	ADJ
sc-1152	328	45	fcns	fcns	NOUN
sc-1152	328	46	,	,	PUNCT
sc-1152	328	47	fcns	fcns	NOUN
sc-1152	328	48	and	and	CCONJ
sc-1152	328	49	data	datum	NOUN
sc-1152	328	50	centers	center	NOUN
sc-1152	328	51	or	or	CCONJ
sc-1152	328	52	only	only	ADV
sc-1152	328	53	data	datum	NOUN
sc-1152	328	54	enters	enter	NOUN
sc-1152	328	55	etc	etc	X
sc-1152	328	56	,	,	PUNCT
sc-1152	328	57	are	be	AUX
sc-1152	328	58	rigorous	rigorous	ADJ
sc-1152	328	59	research	research	NOUN
sc-1152	328	60	hypes	hype	NOUN
sc-1152	328	61	in	in	ADP
sc-1152	328	62	academia	academia	NOUN
sc-1152	328	63	as	as	ADV
sc-1152	328	64	well	well	ADV
sc-1152	328	65	as	as	ADP
sc-1152	328	66	r&d	r&d	NOUN
sc-1152	328	67	community	community	NOUN
sc-1152	328	68	[	[	X
sc-1152	328	69	35	35	NUM
sc-1152	328	70	]	]	PUNCT
sc-1152	328	71	.	.	PUNCT
sc-1152	329	1	computational	computational	ADJ
sc-1152	329	2	viability	viability	NOUN
sc-1152	329	3	of	of	ADP
sc-1152	329	4	fog	fog	NOUN
sc-1152	329	5	methodologies	methodology	NOUN
sc-1152	329	6	in	in	ADP
sc-1152	329	7	iot	iot	PROPN
sc-1152	329	8	enabled	enable	VERB
sc-1152	329	9	smart	smart	ADJ
sc-1152	329	10	city	city	NOUN
sc-1152	329	11	architectures	architecture	NOUN
sc-1152	329	12	-	-	PUNCT
sc-1152	329	13	a	a	DET
sc-1152	329	14	smart	smart	ADJ
sc-1152	329	15	grid	grid	NOUN
sc-1152	329	16	case	case	NOUN
sc-1152	329	17	study	study	NOUN
sc-1152	329	18	eai	eai	PROPN
sc-1152	329	19	endorsed	endorse	VERB
sc-1152	329	20	transactions	transaction	NOUN
sc-1152	329	21	on	on	ADP
sc-1152	329	22	smart	smart	ADJ
sc-1152	329	23	cities	city	NOUN
sc-1152	329	24	12	12	NUM
sc-1152	329	25	2017	2017	NUM
sc-1152	329	26	02	02	NUM
sc-1152	329	27	2018	2018	NUM
sc-1152	329	28	|	|	ADV
sc-1152	329	29	volume	volume	NOUN
sc-1152	329	30	2	2	NUM
sc-1152	329	31	|	|	ADV
sc-1152	329	32	issue	issue	VERB
sc-1152	329	33	7	7	NUM
sc-1152	329	34	|	|	ADV
sc-1152	329	35	e3	e3	PROPN
sc-1152	329	36	ii	ii	NOUN
sc-1152	329	37	)	)	PUNCT
sc-1152	329	38	parallelization	parallelization	NOUN
sc-1152	329	39	approaches	approach	NOUN
sc-1152	329	40	to	to	PART
sc-1152	329	41	manage	manage	VERB
sc-1152	329	42	scale	scale	NOUN
sc-1152	329	43	and	and	CCONJ
sc-1152	329	44	complexity	complexity	NOUN
sc-1152	329	45	:	:	PUNCT
sc-1152	329	46	optimization	optimization	NOUN
sc-1152	329	47	algorithms	algorithm	NOUN
sc-1152	329	48	or	or	CCONJ
sc-1152	329	49	graph	graph	NOUN
sc-1152	329	50	-	-	PUNCT
sc-1152	329	51	based	base	VERB
sc-1152	329	52	approaches	approach	NOUN
sc-1152	329	53	are	be	AUX
sc-1152	329	54	typically	typically	ADV
sc-1152	329	55	time	time	NOUN
sc-1152	329	56	and	and	CCONJ
sc-1152	329	57	resource	resource	NOUN
sc-1152	329	58	-	-	PUNCT
sc-1152	329	59	consuming	consume	VERB
sc-1152	329	60	when	when	SCONJ
sc-1152	329	61	applied	apply	VERB
sc-1152	329	62	on	on	ADP
sc-1152	329	63	a	a	DET
sc-1152	329	64	large	large	ADJ
sc-1152	329	65	scale	scale	NOUN
sc-1152	329	66	,	,	PUNCT
sc-1152	329	67	and	and	CCONJ
sc-1152	329	68	necessitate	necessitate	ADJ
sc-1152	329	69	parallel	parallel	ADJ
sc-1152	329	70	approaches	approach	NOUN
sc-1152	329	71	to	to	PART
sc-1152	329	72	accelerate	accelerate	VERB
sc-1152	329	73	the	the	DET
sc-1152	329	74	optimization	optimization	NOUN
sc-1152	329	75	process	process	NOUN
sc-1152	329	76	.	.	PUNCT
sc-1152	330	1	recent	recent	ADJ
sc-1152	330	2	work	work	NOUN
sc-1152	330	3	provides	provide	VERB
sc-1152	330	4	possible	possible	ADJ
sc-1152	330	5	solutions	solution	NOUN
sc-1152	330	6	to	to	PART
sc-1152	330	7	leverage	leverage	VERB
sc-1152	330	8	an	an	DET
sc-1152	330	9	in	in	ADP
sc-1152	330	10	-	-	PUNCT
sc-1152	330	11	memory	memory	NOUN
sc-1152	330	12	computing	computing	NOUN
sc-1152	330	13	framework	framework	NOUN
sc-1152	330	14	to	to	PART
sc-1152	330	15	execute	execute	VERB
sc-1152	330	16	tasks	task	NOUN
sc-1152	330	17	in	in	ADP
sc-1152	330	18	a	a	DET
sc-1152	330	19	cloud	cloud	ADJ
sc-1152	330	20	infrastructure	infrastructure	NOUN
sc-1152	330	21	in	in	ADP
sc-1152	330	22	parallel	parallel	NOUN
sc-1152	330	23	.	.	PUNCT
sc-1152	331	1	however	however	ADV
sc-1152	331	2	,	,	PUNCT
sc-1152	331	3	realizing	realize	VERB
sc-1152	331	4	dynamic	dynamic	ADJ
sc-1152	331	5	graph	graph	NOUN
sc-1152	331	6	generation	generation	NOUN
sc-1152	331	7	and	and	CCONJ
sc-1152	331	8	partitioning	partition	VERB
sc-1152	331	9	at	at	ADP
sc-1152	331	10	runtime	runtime	NOUN
sc-1152	331	11	to	to	PART
sc-1152	331	12	adapt	adapt	VERB
sc-1152	331	13	to	to	ADP
sc-1152	331	14	the	the	DET
sc-1152	331	15	shifting	shift	VERB
sc-1152	331	16	space	space	NOUN
sc-1152	331	17	of	of	ADP
sc-1152	331	18	possible	possible	ADJ
sc-1152	331	19	solutions	solution	NOUN
sc-1152	331	20	stemming	stem	VERB
sc-1152	331	21	from	from	ADP
sc-1152	331	22	the	the	DET
sc-1152	331	23	scale	scale	NOUN
sc-1152	331	24	and	and	CCONJ
sc-1152	331	25	dynamicity	dynamicity	NOUN
sc-1152	331	26	of	of	ADP
sc-1152	331	27	iot	iot	PROPN
sc-1152	331	28	components	component	NOUN
sc-1152	331	29	remains	remain	VERB
sc-1152	331	30	an	an	DET
sc-1152	331	31	unsolved	unsolved	ADJ
sc-1152	331	32	problem	problem	NOUN
sc-1152	331	33	.	.	PUNCT
sc-1152	332	1	iii	iii	X
sc-1152	332	2	)	)	PUNCT
sc-1152	332	3	heuristics	heuristic	NOUN
sc-1152	332	4	and	and	CCONJ
sc-1152	332	5	late	late	ADJ
sc-1152	332	6	calibration	calibration	NOUN
sc-1152	332	7	:	:	PUNCT
sc-1152	332	8	to	to	PART
sc-1152	332	9	ensure	ensure	VERB
sc-1152	332	10	near	near	ADP
sc-1152	332	11	-	-	PUNCT
sc-1152	332	12	real	real	ADJ
sc-1152	332	13	-	-	PUNCT
sc-1152	332	14	time	time	NOUN
sc-1152	332	15	intervention	intervention	NOUN
sc-1152	332	16	during	during	ADP
sc-1152	332	17	iot	iot	PROPN
sc-1152	332	18	application	application	NOUN
sc-1152	332	19	development	development	NOUN
sc-1152	332	20	,	,	PUNCT
sc-1152	332	21	one	one	NUM
sc-1152	332	22	approach	approach	NOUN
sc-1152	332	23	is	be	AUX
sc-1152	332	24	to	to	PART
sc-1152	332	25	use	use	VERB
sc-1152	332	26	correction	correction	NOUN
sc-1152	332	27	mechanisms	mechanism	NOUN
sc-1152	332	28	that	that	PRON
sc-1152	332	29	could	could	AUX
sc-1152	332	30	be	be	AUX
sc-1152	332	31	applied	apply	VERB
sc-1152	332	32	even	even	ADV
sc-1152	332	33	when	when	SCONJ
sc-1152	332	34	suboptimal	suboptimal	ADJ
sc-1152	332	35	solutions	solution	NOUN
sc-1152	332	36	are	be	AUX
sc-1152	332	37	deployed	deploy	VERB
sc-1152	332	38	initially	initially	ADV
sc-1152	332	39	.	.	PUNCT
sc-1152	333	1	to	to	PART
sc-1152	333	2	ensure	ensure	VERB
sc-1152	333	3	near	near	ADP
sc-1152	333	4	-	-	PUNCT
sc-1152	333	5	real	real	ADJ
sc-1152	333	6	-	-	PUNCT
sc-1152	333	7	time	time	NOUN
sc-1152	333	8	intervention	intervention	NOUN
sc-1152	333	9	during	during	ADP
sc-1152	333	10	iot	iot	PROPN
sc-1152	333	11	application	application	NOUN
sc-1152	333	12	development	development	NOUN
sc-1152	333	13	,	,	PUNCT
sc-1152	333	14	one	one	NUM
sc-1152	333	15	approach	approach	NOUN
sc-1152	333	16	is	be	AUX
sc-1152	333	17	to	to	PART
sc-1152	333	18	use	use	VERB
sc-1152	333	19	correction	correction	NOUN
sc-1152	333	20	mechanisms	mechanism	NOUN
sc-1152	333	21	that	that	PRON
sc-1152	333	22	could	could	AUX
sc-1152	333	23	be	be	AUX
sc-1152	333	24	applied	apply	VERB
sc-1152	333	25	even	even	ADV
sc-1152	333	26	when	when	SCONJ
sc-1152	333	27	suboptimal	suboptimal	ADJ
sc-1152	333	28	solutions	solution	NOUN
sc-1152	333	29	are	be	AUX
sc-1152	333	30	deployed	deploy	VERB
sc-1152	333	31	initially	initially	ADV
sc-1152	333	32	.	.	PUNCT
sc-1152	334	1	for	for	ADP
sc-1152	334	2	example	example	NOUN
sc-1152	334	3	,	,	PUNCT
sc-1152	334	4	in	in	ADP
sc-1152	334	5	some	some	DET
sc-1152	334	6	cases	case	NOUN
sc-1152	334	7	,	,	PUNCT
sc-1152	334	8	if	if	SCONJ
sc-1152	334	9	the	the	DET
sc-1152	334	10	orchestrator	orchestrator	NOUN
sc-1152	334	11	finds	find	VERB
sc-1152	334	12	a	a	DET
sc-1152	334	13	candidate	candidate	NOUN
sc-1152	334	14	solution	solution	NOUN
sc-1152	334	15	that	that	PRON
sc-1152	334	16	approximately	approximately	ADV
sc-1152	334	17	satisfies	satisfy	VERB
sc-1152	334	18	the	the	DET
sc-1152	334	19	reliability	reliability	NOUN
sc-1152	334	20	and	and	CCONJ
sc-1152	334	21	data	data	NOUN
sc-1152	334	22	transmission	transmission	NOUN
sc-1152	334	23	requirements	requirement	NOUN
sc-1152	334	24	,	,	PUNCT
sc-1152	334	25	it	it	PRON
sc-1152	334	26	can	can	AUX
sc-1152	334	27	temporarily	temporarily	ADV
sc-1152	334	28	suspend	suspend	VERB
sc-1152	334	29	the	the	DET
sc-1152	334	30	search	search	NOUN
sc-1152	334	31	for	for	ADP
sc-1152	334	32	further	further	ADJ
sc-1152	334	33	optimal	optimal	ADJ
sc-1152	334	34	solutions	solution	NOUN
sc-1152	334	35	.	.	PUNCT
sc-1152	335	1	at	at	ADP
sc-1152	335	2	runtime	runtime	NOUN
sc-1152	335	3	,	,	PUNCT
sc-1152	335	4	the	the	DET
sc-1152	335	5	orchestrator	orchestrator	NOUN
sc-1152	335	6	can	can	AUX
sc-1152	335	7	then	then	ADV
sc-1152	335	8	continue	continue	VERB
sc-1152	335	9	to	to	PART
sc-1152	335	10	improve	improve	VERB
sc-1152	335	11	decision	decision	NOUN
sc-1152	335	12	results	result	NOUN
sc-1152	335	13	with	with	ADP
sc-1152	335	14	new	new	ADJ
sc-1152	335	15	information	information	NOUN
sc-1152	335	16	and	and	CCONJ
sc-1152	335	17	a	a	DET
sc-1152	335	18	reevaluation	reevaluation	NOUN
sc-1152	335	19	of	of	ADP
sc-1152	335	20	constraints	constraint	NOUN
sc-1152	335	21	,	,	PUNCT
sc-1152	335	22	and	and	CCONJ
sc-1152	335	23	use	use	VERB
sc-1152	335	24	taskand	taskand	NOUN
sc-1152	335	25	data	data	NOUN
sc-1152	335	26	-	-	PUNCT
sc-1152	335	27	migration	migration	NOUN
sc-1152	335	28	approaches	approach	NOUN
sc-1152	335	29	to	to	PART
sc-1152	335	30	realize	realize	VERB
sc-1152	335	31	workflow	workflow	NOUN
sc-1152	335	32	redeployment	redeployment	NOUN
sc-1152	335	33	.	.	PUNCT
sc-1152	336	1	figure	figure	VERB
sc-1152	336	2	6	6	NUM
sc-1152	336	3	:	:	PUNCT
sc-1152	336	4	the	the	DET
sc-1152	336	5	conceptual	conceptual	ADJ
sc-1152	336	6	framework	framework	NOUN
sc-1152	336	7	for	for	ADP
sc-1152	336	8	big	big	ADJ
sc-1152	336	9	data	data	NOUN
sc-1152	336	10	-	-	PUNCT
sc-1152	336	11	driven	drive	VERB
sc-1152	336	12	analytics	analytic	NOUN
sc-1152	336	13	and	and	CCONJ
sc-1152	336	14	optimization	optimization	NOUN
sc-1152	336	15	of	of	ADP
sc-1152	336	16	smart	smart	ADJ
sc-1152	336	17	city	city	NOUN
sc-1152	336	18	based	base	VERB
sc-1152	336	19	on	on	ADP
sc-1152	336	20	cloud	cloud	NOUN
sc-1152	336	21	and	and	CCONJ
sc-1152	336	22	fog	fog	NOUN
sc-1152	336	23	platforms	platform	NOUN
sc-1152	336	24	2	2	NUM
sc-1152	336	25	.	.	PUNCT
sc-1152	336	26	opportunities	opportunity	NOUN
sc-1152	336	27	in	in	ADP
sc-1152	336	28	runtime	runtime	NOUN
sc-1152	336	29	phase	phase	NOUN
sc-1152	336	30	i	i	NOUN
sc-1152	336	31	)	)	PUNCT
sc-1152	336	32	dynamic	dynamic	ADJ
sc-1152	336	33	orchestration	orchestration	NOUN
sc-1152	336	34	of	of	ADP
sc-1152	336	35	fog	fog	NOUN
sc-1152	336	36	resources	resource	NOUN
sc-1152	336	37	:	:	PUNCT
sc-1152	336	38	apart	apart	ADV
sc-1152	336	39	from	from	ADP
sc-1152	336	40	the	the	DET
sc-1152	336	41	initial	initial	ADJ
sc-1152	336	42	placement	placement	NOUN
sc-1152	336	43	,	,	PUNCT
sc-1152	336	44	all	all	DET
sc-1152	336	45	workflow	workflow	NOUN
sc-1152	336	46	components	component	NOUN
sc-1152	336	47	dynamically	dynamically	ADV
sc-1152	336	48	change	change	VERB
sc-1152	336	49	in	in	ADP
sc-1152	336	50	response	response	NOUN
sc-1152	336	51	to	to	ADP
sc-1152	336	52	internal	internal	ADJ
sc-1152	336	53	transformations	transformation	NOUN
sc-1152	336	54	or	or	CCONJ
sc-1152	336	55	abnormal	abnormal	ADJ
sc-1152	336	56	system	system	NOUN
sc-1152	336	57	behavior	behavior	NOUN
sc-1152	336	58	.	.	PUNCT
sc-1152	337	1	iot	iot	PROPN
sc-1152	337	2	applications	application	NOUN
sc-1152	337	3	are	be	AUX
sc-1152	337	4	exposed	expose	VERB
sc-1152	337	5	to	to	ADP
sc-1152	337	6	uncertain	uncertain	ADJ
sc-1152	337	7	environments	environment	NOUN
sc-1152	337	8	where	where	SCONJ
sc-1152	337	9	execution	execution	NOUN
sc-1152	337	10	variations	variation	NOUN
sc-1152	337	11	are	be	AUX
sc-1152	337	12	commonplace	commonplace	ADJ
sc-1152	337	13	.	.	PUNCT
sc-1152	338	1	because	because	SCONJ
sc-1152	338	2	of	of	ADP
sc-1152	338	3	the	the	DET
sc-1152	338	4	degradation	degradation	NOUN
sc-1152	338	5	of	of	ADP
sc-1152	338	6	consumable	consumable	ADJ
sc-1152	338	7	devices	device	NOUN
sc-1152	338	8	and	and	CCONJ
sc-1152	338	9	sensors	sensor	NOUN
sc-1152	338	10	,	,	PUNCT
sc-1152	338	11	capabilities	capability	NOUN
sc-1152	338	12	such	such	ADJ
sc-1152	338	13	as	as	ADP
sc-1152	338	14	security	security	NOUN
sc-1152	338	15	and	and	CCONJ
sc-1152	338	16	reliability	reliability	NOUN
sc-1152	338	17	that	that	PRON
sc-1152	338	18	initially	initially	ADV
sc-1152	338	19	were	be	AUX
sc-1152	338	20	guaranteed	guarantee	VERB
sc-1152	338	21	will	will	AUX
sc-1152	338	22	vary	vary	VERB
sc-1152	338	23	,	,	PUNCT
sc-1152	338	24	resulting	result	VERB
sc-1152	338	25	in	in	ADP
sc-1152	338	26	the	the	DET
sc-1152	338	27	initial	initial	ADJ
sc-1152	338	28	workflow	workflow	NOUN
sc-1152	338	29	being	be	AUX
sc-1152	338	30	no	no	ADV
sc-1152	338	31	longer	long	ADV
sc-1152	338	32	optimal	optimal	ADJ
sc-1152	338	33	or	or	CCONJ
sc-1152	338	34	even	even	ADV
sc-1152	338	35	totally	totally	ADV
sc-1152	338	36	invalid	invalid	ADJ
sc-1152	338	37	.	.	PUNCT
sc-1152	339	1	furthermore	furthermore	ADV
sc-1152	339	2	,	,	PUNCT
sc-1152	339	3	the	the	DET
sc-1152	339	4	structural	structural	ADJ
sc-1152	339	5	topology	topology	NOUN
sc-1152	339	6	might	might	AUX
sc-1152	339	7	change	change	VERB
sc-1152	339	8	according	accord	VERB
sc-1152	339	9	to	to	ADP
sc-1152	339	10	the	the	DET
sc-1152	339	11	task	task	NOUN
sc-1152	339	12	execution	execution	NOUN
sc-1152	339	13	progress	progress	NOUN
sc-1152	339	14	(	(	PUNCT
sc-1152	339	15	that	that	PRON
sc-1152	339	16	is	is	ADV
sc-1152	339	17	,	,	PUNCT
sc-1152	339	18	a	a	DET
sc-1152	339	19	computation	computation	NOUN
sc-1152	339	20	task	task	NOUN
sc-1152	339	21	is	be	AUX
sc-1152	339	22	finished	finish	VERB
sc-1152	339	23	or	or	CCONJ
sc-1152	339	24	evicted	evict	VERB
sc-1152	339	25	)	)	PUNCT
sc-1152	339	26	or	or	CCONJ
sc-1152	339	27	will	will	AUX
sc-1152	339	28	be	be	AUX
sc-1152	339	29	affected	affect	VERB
sc-1152	339	30	by	by	ADP
sc-1152	339	31	the	the	DET
sc-1152	339	32	execution	execution	NOUN
sc-1152	339	33	environment	environment	NOUN
sc-1152	339	34	’s	’s	PART
sc-1152	339	35	evolution	evolution	NOUN
sc-1152	339	36	.	.	PUNCT
sc-1152	340	1	abnormalities	abnormality	NOUN
sc-1152	340	2	might	might	AUX
sc-1152	340	3	occur	occur	VERB
sc-1152	340	4	owing	owe	VERB
sc-1152	340	5	to	to	ADP
sc-1152	340	6	the	the	DET
sc-1152	340	7	variability	variability	NOUN
sc-1152	340	8	of	of	ADP
sc-1152	340	9	combinations	combination	NOUN
sc-1152	340	10	of	of	ADP
sc-1152	340	11	hardware	hardware	NOUN
sc-1152	340	12	and	and	CCONJ
sc-1152	340	13	software	software	NOUN
sc-1152	340	14	crashes	crash	NOUN
sc-1152	340	15	,	,	PUNCT
sc-1152	340	16	or	or	CCONJ
sc-1152	340	17	data	datum	NOUN
sc-1152	340	18	skew	skew	NOUN
sc-1152	340	19	across	across	ADP
sc-1152	340	20	different	different	ADJ
sc-1152	340	21	management	management	NOUN
sc-1152	340	22	domains	domain	NOUN
sc-1152	340	23	of	of	ADP
sc-1152	340	24	devices	device	NOUN
sc-1152	340	25	due	due	ADP
sc-1152	340	26	to	to	ADP
sc-1152	340	27	abnormal	abnormal	ADJ
sc-1152	340	28	data	datum	NOUN
sc-1152	340	29	and	and	CCONJ
sc-1152	340	30	request	request	VERB
sc-1152	340	31	bursting	burst	VERB
sc-1152	340	32	.	.	PUNCT
sc-1152	341	1	this	this	PRON
sc-1152	341	2	will	will	AUX
sc-1152	341	3	result	result	VERB
sc-1152	341	4	in	in	ADP
sc-1152	341	5	unbalanced	unbalanced	ADJ
sc-1152	341	6	data	datum	NOUN
sc-1152	341	7	communication	communication	NOUN
sc-1152	341	8	and	and	CCONJ
sc-1152	341	9	subsequent	subsequent	ADJ
sc-1152	341	10	reduction	reduction	NOUN
sc-1152	341	11	of	of	ADP
sc-1152	341	12	application	application	NOUN
sc-1152	341	13	10	10	NUM
sc-1152	341	14	md	md	PROPN
sc-1152	341	15	.	.	PUNCT
sc-1152	342	1	muzakkir	muzakkir	PROPN
sc-1152	342	2	hussain	hussain	PROPN
sc-1152	342	3	et	et	PROPN
sc-1152	342	4	al	al	PROPN
sc-1152	342	5	.	.	PUNCT
sc-1152	343	1	eai	eai	PROPN
sc-1152	343	2	endorsed	endorse	VERB
sc-1152	343	3	transactions	transaction	NOUN
sc-1152	343	4	on	on	ADP
sc-1152	343	5	smart	smart	ADJ
sc-1152	343	6	cities	city	NOUN
sc-1152	343	7	12	12	NUM
sc-1152	343	8	2017	2017	NUM
sc-1152	343	9	02	02	NUM
sc-1152	343	10	2018	2018	NUM
sc-1152	343	11	|	|	ADV
sc-1152	343	12	volume	volume	NOUN
sc-1152	343	13	2	2	NUM
sc-1152	343	14	|	|	ADV
sc-1152	343	15	issue	issue	VERB
sc-1152	343	16	7	7	NUM
sc-1152	343	17	|	|	ADV
sc-1152	343	18	e3	e3	VERB
sc-1152	343	19	11	11	NUM
sc-1152	343	20	reliability	reliability	NOUN
sc-1152	343	21	.	.	PUNCT
sc-1152	344	1	therefore	therefore	ADV
sc-1152	344	2	,	,	PUNCT
sc-1152	344	3	dynamically	dynamically	ADV
sc-1152	344	4	orchestrating	orchestrate	VERB
sc-1152	344	5	task	task	NOUN
sc-1152	344	6	execution	execution	NOUN
sc-1152	344	7	and	and	CCONJ
sc-1152	344	8	resource	resource	NOUN
sc-1152	344	9	reallocation	reallocation	NOUN
sc-1152	344	10	is	be	AUX
sc-1152	344	11	essential	essential	ADJ
sc-1152	344	12	.	.	PUNCT
sc-1152	345	1	ii	ii	X
sc-1152	345	2	)	)	PUNCT
sc-1152	345	3	incremental	incremental	ADJ
sc-1152	345	4	computation	computation	NOUN
sc-1152	345	5	strategies	strategy	NOUN
sc-1152	345	6	:	:	PUNCT
sc-1152	345	7	the	the	DET
sc-1152	345	8	sc	sc	PROPN
sc-1152	345	9	applications	application	NOUN
sc-1152	345	10	may	may	AUX
sc-1152	345	11	often	often	ADV
sc-1152	345	12	be	be	AUX
sc-1152	345	13	choreographed	choreograph	VERB
sc-1152	345	14	through	through	ADP
sc-1152	345	15	workflow	workflow	NOUN
sc-1152	345	16	or	or	CCONJ
sc-1152	345	17	task	task	NOUN
sc-1152	345	18	graphs	graph	NOUN
sc-1152	345	19	to	to	PART
sc-1152	345	20	assemble	assemble	VERB
sc-1152	345	21	different	different	ADJ
sc-1152	345	22	iot	iot	NOUN
sc-1152	345	23	applications	application	NOUN
sc-1152	345	24	.	.	PUNCT
sc-1152	346	1	in	in	ADP
sc-1152	346	2	some	some	DET
sc-1152	346	3	domains	domain	NOUN
sc-1152	346	4	,	,	PUNCT
sc-1152	346	5	the	the	DET
sc-1152	346	6	orchestration	orchestration	NOUN
sc-1152	346	7	is	be	AUX
sc-1152	346	8	supplied	supply	VERB
sc-1152	346	9	with	with	ADP
sc-1152	346	10	a	a	DET
sc-1152	346	11	plethora	plethora	NOUN
sc-1152	346	12	of	of	ADP
sc-1152	346	13	candidate	candidate	NOUN
sc-1152	346	14	devices	device	NOUN
sc-1152	346	15	with	with	ADP
sc-1152	346	16	different	different	ADJ
sc-1152	346	17	geographical	geographical	ADJ
sc-1152	346	18	locations	location	NOUN
sc-1152	346	19	and	and	CCONJ
sc-1152	346	20	attributes	attribute	NOUN
sc-1152	346	21	.	.	PUNCT
sc-1152	347	1	in	in	ADP
sc-1152	347	2	some	some	DET
sc-1152	347	3	cases	case	NOUN
sc-1152	347	4	,	,	PUNCT
sc-1152	347	5	orchestration	orchestration	NOUN
sc-1152	347	6	would	would	AUX
sc-1152	347	7	typically	typically	ADV
sc-1152	347	8	be	be	AUX
sc-1152	347	9	considered	consider	VERB
sc-1152	347	10	too	too	ADV
sc-1152	347	11	computationally	computationally	ADV
sc-1152	347	12	intensive	intensive	ADJ
sc-1152	347	13	,	,	PUNCT
sc-1152	347	14	as	as	SCONJ
sc-1152	347	15	it	it	PRON
sc-1152	347	16	’s	’	VERB
sc-1152	347	17	extremely	extremely	ADV
sc-1152	347	18	time	time	NOUN
sc-1152	347	19	-	-	PUNCT
sc-1152	347	20	consuming	consume	VERB
sc-1152	347	21	to	to	PART
sc-1152	347	22	perform	perform	VERB
sc-1152	347	23	operations	operation	NOUN
sc-1152	347	24	including	include	VERB
sc-1152	347	25	pre	pre	ADJ
sc-1152	347	26	-	-	ADJ
sc-1152	347	27	filtering	filtering	ADJ
sc-1152	347	28	,	,	PUNCT
sc-1152	347	29	candidate	candidate	NOUN
sc-1152	347	30	selection	selection	NOUN
sc-1152	347	31	,	,	PUNCT
sc-1152	347	32	and	and	CCONJ
sc-1152	347	33	combination	combination	NOUN
sc-1152	347	34	calculation	calculation	NOUN
sc-1152	347	35	while	while	SCONJ
sc-1152	347	36	considering	consider	VERB
sc-1152	347	37	all	all	DET
sc-1152	347	38	specified	specify	VERB
sc-1152	347	39	constraints	constraint	NOUN
sc-1152	347	40	and	and	CCONJ
sc-1152	347	41	objectives	objective	NOUN
sc-1152	347	42	.	.	PUNCT
sc-1152	348	1	static	static	ADJ
sc-1152	348	2	models	model	NOUN
sc-1152	348	3	and	and	CCONJ
sc-1152	348	4	methods	method	NOUN
sc-1152	348	5	become	become	VERB
sc-1152	348	6	viable	viable	ADJ
sc-1152	348	7	when	when	SCONJ
sc-1152	348	8	the	the	DET
sc-1152	348	9	application	application	NOUN
sc-1152	348	10	workload	workload	NOUN
sc-1152	348	11	and	and	CCONJ
sc-1152	348	12	parallel	parallel	ADJ
sc-1152	348	13	tasks	task	NOUN
sc-1152	348	14	are	be	AUX
sc-1152	348	15	known	know	VERB
sc-1152	348	16	at	at	ADP
sc-1152	348	17	design	design	NOUN
sc-1152	348	18	time	time	NOUN
sc-1152	348	19	.	.	PUNCT
sc-1152	349	1	in	in	ADP
sc-1152	349	2	contrast	contrast	NOUN
sc-1152	349	3	,	,	PUNCT
sc-1152	349	4	in	in	ADP
sc-1152	349	5	the	the	DET
sc-1152	349	6	presence	presence	NOUN
sc-1152	349	7	of	of	ADP
sc-1152	349	8	variations	variation	NOUN
sc-1152	349	9	and	and	CCONJ
sc-1152	349	10	disturbances	disturbance	NOUN
sc-1152	349	11	,	,	PUNCT
sc-1152	349	12	orchestration	orchestration	NOUN
sc-1152	349	13	methods	method	NOUN
sc-1152	349	14	typically	typically	ADV
sc-1152	349	15	rely	rely	VERB
sc-1152	349	16	on	on	ADP
sc-1152	349	17	incremental	incremental	ADJ
sc-1152	349	18	scheduling	scheduling	NOUN
sc-1152	349	19	at	at	ADP
sc-1152	349	20	runtime	runtime	NOUN
sc-1152	349	21	(	(	PUNCT
sc-1152	349	22	rather	rather	ADV
sc-1152	349	23	than	than	ADP
sc-1152	349	24	straightforward	straightforward	ADJ
sc-1152	349	25	complete	complete	ADJ
sc-1152	349	26	recalculation	recalculation	NOUN
sc-1152	349	27	by	by	ADP
sc-1152	349	28	rerunning	rerun	VERB
sc-1152	349	29	static	static	ADJ
sc-1152	349	30	methods	method	NOUN
sc-1152	349	31	)	)	PUNCT
sc-1152	349	32	to	to	PART
sc-1152	349	33	decrease	decrease	VERB
sc-1152	349	34	unnecessary	unnecessary	ADJ
sc-1152	349	35	computation	computation	NOUN
sc-1152	349	36	and	and	CCONJ
sc-1152	349	37	minimize	minimize	VERB
sc-1152	349	38	schedule	schedule	NOUN
sc-1152	349	39	makespan	makespan	NOUN
sc-1152	349	40	.	.	PUNCT
sc-1152	350	1	iii	iii	X
sc-1152	350	2	)	)	PUNCT
sc-1152	350	3	qos	qos	NOUN
sc-1152	350	4	-	-	PUNCT
sc-1152	350	5	aware	aware	ADJ
sc-1152	350	6	control	control	NOUN
sc-1152	350	7	and	and	CCONJ
sc-1152	350	8	monitoring	monitor	VERB
sc-1152	350	9	protocols	protocol	NOUN
sc-1152	350	10	:	:	PUNCT
sc-1152	350	11	to	to	PART
sc-1152	350	12	capture	capture	VERB
sc-1152	350	13	the	the	DET
sc-1152	350	14	dynamic	dynamic	ADJ
sc-1152	350	15	evolution	evolution	NOUN
sc-1152	350	16	and	and	CCONJ
sc-1152	350	17	variables	variable	NOUN
sc-1152	350	18	(	(	PUNCT
sc-1152	350	19	such	such	ADJ
sc-1152	350	20	as	as	ADP
sc-1152	350	21	dynamic	dynamic	ADJ
sc-1152	350	22	evolution	evolution	NOUN
sc-1152	350	23	,	,	PUNCT
sc-1152	350	24	state	state	NOUN
sc-1152	350	25	transition	transition	NOUN
sc-1152	350	26	,	,	PUNCT
sc-1152	350	27	and	and	CCONJ
sc-1152	350	28	new	new	ADJ
sc-1152	350	29	iot	iot	NOUN
sc-1152	350	30	operations	operation	NOUN
sc-1152	350	31	)	)	PUNCT
sc-1152	351	1	,	,	PUNCT
sc-1152	351	2	we	we	PRON
sc-1152	351	3	should	should	AUX
sc-1152	351	4	predefine	predefine	VERB
sc-1152	351	5	the	the	DET
sc-1152	351	6	quantitative	quantitative	ADJ
sc-1152	351	7	criteria	criterion	NOUN
sc-1152	351	8	and	and	CCONJ
sc-1152	351	9	measuring	measure	VERB
sc-1152	351	10	approach	approach	NOUN
sc-1152	351	11	of	of	ADP
sc-1152	351	12	dynamic	dynamic	ADJ
sc-1152	351	13	qos	qos	NOUN
sc-1152	351	14	thresholds	threshold	NOUN
sc-1152	351	15	in	in	ADP
sc-1152	351	16	terms	term	NOUN
sc-1152	351	17	of	of	ADP
sc-1152	351	18	latency	latency	NOUN
sc-1152	351	19	,	,	PUNCT
sc-1152	351	20	availability	availability	NOUN
sc-1152	351	21	,	,	PUNCT
sc-1152	351	22	throughput	throughput	NOUN
sc-1152	351	23	,	,	PUNCT
sc-1152	351	24	and	and	CCONJ
sc-1152	351	25	so	so	ADV
sc-1152	351	26	on	on	ADV
sc-1152	351	27	.	.	PUNCT
sc-1152	352	1	these	these	DET
sc-1152	352	2	thresholds	threshold	NOUN
sc-1152	352	3	usually	usually	ADV
sc-1152	352	4	dictate	dictate	VERB
sc-1152	352	5	upper	upper	ADJ
sc-1152	352	6	and	and	CCONJ
sc-1152	352	7	lower	low	ADJ
sc-1152	352	8	bounds	bound	NOUN
sc-1152	352	9	on	on	ADP
sc-1152	352	10	the	the	DET
sc-1152	352	11	metrics	metric	NOUN
sc-1152	352	12	as	as	SCONJ
sc-1152	352	13	desired	desire	VERB
sc-1152	352	14	at	at	ADP
sc-1152	352	15	runtime	runtime	NOUN
sc-1152	352	16	.	.	PUNCT
sc-1152	353	1	in	in	ADP
sc-1152	353	2	normal	normal	ADJ
sc-1152	353	3	setting	setting	NOUN
sc-1152	353	4	,	,	PUNCT
sc-1152	353	5	complex	complex	ADJ
sc-1152	353	6	qos	qos	NOUN
sc-1152	353	7	information	information	NOUN
sc-1152	353	8	processing	processing	NOUN
sc-1152	353	9	methods	method	NOUN
sc-1152	353	10	such	such	ADJ
sc-1152	353	11	as	as	ADP
sc-1152	353	12	hyper	hyper	ADJ
sc-1152	353	13	-	-	ADJ
sc-1152	353	14	scale	scale	ADJ
sc-1152	353	15	matrix	matrix	NOUN
sc-1152	353	16	update	update	NOUN
sc-1152	353	17	and	and	CCONJ
sc-1152	353	18	calculation	calculation	NOUN
sc-1152	353	19	would	would	AUX
sc-1152	353	20	lead	lead	VERB
sc-1152	353	21	to	to	ADP
sc-1152	353	22	many	many	ADJ
sc-1152	353	23	scalability	scalability	NOUN
sc-1152	353	24	issues	issue	NOUN
sc-1152	353	25	.	.	PUNCT
sc-1152	354	1	iv	iv	X
sc-1152	354	2	)	)	PUNCT
sc-1152	354	3	proactive	proactive	ADJ
sc-1152	354	4	decision	decision	NOUN
sc-1152	354	5	making	making	NOUN
sc-1152	354	6	:	:	PUNCT
sc-1152	354	7	localized	localized	ADJ
sc-1152	354	8	regions	region	NOUN
sc-1152	354	9	of	of	ADP
sc-1152	354	10	self	self	NOUN
sc-1152	354	11	-	-	PUNCT
sc-1152	354	12	updates	update	NOUN
sc-1152	354	13	become	become	VERB
sc-1152	354	14	ubiquitous	ubiquitous	ADJ
sc-1152	354	15	within	within	ADP
sc-1152	354	16	fog	fog	NOUN
sc-1152	354	17	environments	environment	NOUN
sc-1152	354	18	.	.	PUNCT
sc-1152	355	1	the	the	DET
sc-1152	355	2	orchestrator	orchestrator	NOUN
sc-1152	355	3	should	should	AUX
sc-1152	355	4	record	record	VERB
sc-1152	355	5	staged	stage	VERB
sc-1152	355	6	states	state	NOUN
sc-1152	355	7	and	and	CCONJ
sc-1152	355	8	data	datum	NOUN
sc-1152	355	9	produced	produce	VERB
sc-1152	355	10	by	by	ADP
sc-1152	355	11	fog	fog	NOUN
sc-1152	355	12	components	component	NOUN
sc-1152	355	13	periodically	periodically	ADV
sc-1152	355	14	or	or	CCONJ
sc-1152	355	15	in	in	ADP
sc-1152	355	16	an	an	DET
sc-1152	355	17	event	event	NOUN
sc-1152	355	18	-	-	PUNCT
sc-1152	355	19	based	base	VERB
sc-1152	355	20	manner	manner	NOUN
sc-1152	355	21	.	.	PUNCT
sc-1152	356	1	this	this	DET
sc-1152	356	2	information	information	NOUN
sc-1152	356	3	will	will	AUX
sc-1152	356	4	form	form	VERB
sc-1152	356	5	a	a	DET
sc-1152	356	6	set	set	NOUN
sc-1152	356	7	of	of	ADP
sc-1152	356	8	time	time	NOUN
sc-1152	356	9	series	series	NOUN
sc-1152	356	10	of	of	ADP
sc-1152	356	11	graphs	graph	NOUN
sc-1152	356	12	and	and	CCONJ
sc-1152	356	13	facilitate	facilitate	VERB
sc-1152	356	14	the	the	DET
sc-1152	356	15	analysis	analysis	NOUN
sc-1152	356	16	and	and	CCONJ
sc-1152	356	17	proactive	proactive	ADJ
sc-1152	356	18	recognition	recognition	NOUN
sc-1152	356	19	of	of	ADP
sc-1152	356	20	anomalous	anomalous	ADJ
sc-1152	356	21	events	event	NOUN
sc-1152	356	22	to	to	PART
sc-1152	356	23	dynamically	dynamically	ADV
sc-1152	356	24	determine	determine	VERB
sc-1152	356	25	such	such	ADJ
sc-1152	356	26	hotspots	hotspot	NOUN
sc-1152	356	27	[	[	X
sc-1152	356	28	36].the	36].the	DET
sc-1152	356	29	data	datum	NOUN
sc-1152	356	30	and	and	CCONJ
sc-1152	356	31	event	event	NOUN
sc-1152	356	32	streams	stream	NOUN
sc-1152	356	33	should	should	AUX
sc-1152	356	34	be	be	AUX
sc-1152	356	35	efficiently	efficiently	ADV
sc-1152	356	36	transmitted	transmit	VERB
sc-1152	356	37	among	among	ADP
sc-1152	356	38	fog	fog	NOUN
sc-1152	356	39	components	component	NOUN
sc-1152	356	40	,	,	PUNCT
sc-1152	356	41	so	so	SCONJ
sc-1152	356	42	system	system	NOUN
sc-1152	356	43	outage	outage	NOUN
sc-1152	356	44	,	,	PUNCT
sc-1152	356	45	appliance	appliance	NOUN
sc-1152	356	46	failure	failure	NOUN
sc-1152	356	47	,	,	PUNCT
sc-1152	356	48	or	or	CCONJ
sc-1152	356	49	load	load	NOUN
sc-1152	356	50	spikes	spike	NOUN
sc-1152	356	51	will	will	AUX
sc-1152	356	52	rapidly	rapidly	ADV
sc-1152	356	53	feed	feed	VERB
sc-1152	356	54	back	back	ADV
sc-1152	356	55	to	to	ADP
sc-1152	356	56	the	the	DET
sc-1152	356	57	central	central	ADJ
sc-1152	356	58	orchestrator	orchestrator	NOUN
sc-1152	356	59	for	for	ADP
sc-1152	356	60	decision	decision	NOUN
sc-1152	356	61	making	making	NOUN
sc-1152	356	62	.	.	PUNCT
sc-1152	357	1	3	3	X
sc-1152	357	2	.	.	X
sc-1152	357	3	opportunities	opportunity	NOUN
sc-1152	357	4	in	in	ADP
sc-1152	357	5	evaluation	evaluation	NOUN
sc-1152	357	6	phase	phase	NOUN
sc-1152	357	7	:	:	PUNCT
sc-1152	357	8	big	big	ADJ
sc-1152	357	9	-	-	PUNCT
sc-1152	357	10	data	data	NOUN
sc-1152	357	11	-	-	PUNCT
sc-1152	357	12	driven	drive	VERB
sc-1152	357	13	analytics	analytic	NOUN
sc-1152	357	14	(	(	PUNCT
sc-1152	357	15	bd2a	bd2a	NOUN
sc-1152	357	16	)	)	PUNCT
sc-1152	357	17	and	and	CCONJ
sc-1152	357	18	optimization	optimization	NOUN
sc-1152	357	19	a	a	DET
sc-1152	357	20	typical	typical	ADJ
sc-1152	357	21	sc	sc	PROPN
sc-1152	357	22	framework	framework	NOUN
sc-1152	357	23	congregates	congregate	VERB
sc-1152	357	24	the	the	DET
sc-1152	357	25	diverse	diverse	ADJ
sc-1152	357	26	smart	smart	ADJ
sc-1152	357	27	entities	entity	NOUN
sc-1152	357	28	into	into	ADP
sc-1152	357	29	a	a	DET
sc-1152	357	30	clique	clique	NOUN
sc-1152	357	31	like	like	ADP
sc-1152	357	32	structure	structure	NOUN
sc-1152	357	33	in	in	ADP
sc-1152	357	34	iot	iot	ADJ
sc-1152	357	35	realm	realm	NOUN
sc-1152	357	36	and	and	CCONJ
sc-1152	357	37	enables	enable	VERB
sc-1152	357	38	a	a	DET
sc-1152	357	39	bidirectional	bidirectional	ADJ
sc-1152	357	40	flow	flow	NOUN
sc-1152	357	41	of	of	ADP
sc-1152	357	42	energy	energy	NOUN
sc-1152	357	43	and	and	CCONJ
sc-1152	357	44	data	datum	NOUN
sc-1152	357	45	among	among	ADP
sc-1152	357	46	the	the	DET
sc-1152	357	47	stakeholders	stakeholder	NOUN
sc-1152	357	48	in	in	ADP
sc-1152	357	49	order	order	NOUN
sc-1152	357	50	to	to	PART
sc-1152	357	51	facilitate	facilitate	VERB
sc-1152	357	52	the	the	DET
sc-1152	357	53	assets	asset	NOUN
sc-1152	357	54	optimization	optimization	NOUN
sc-1152	357	55	.	.	PUNCT
sc-1152	358	1	the	the	DET
sc-1152	358	2	major	major	ADJ
sc-1152	358	3	data	datum	NOUN
sc-1152	358	4	sources	source	NOUN
sc-1152	358	5	for	for	ADP
sc-1152	358	6	a	a	DET
sc-1152	358	7	data	data	NOUN
sc-1152	358	8	driven	drive	VERB
sc-1152	358	9	sc	sc	PROPN
sc-1152	358	10	include	include	VERB
sc-1152	358	11	sc	sc	PROPN
sc-1152	358	12	sensing	sense	VERB
sc-1152	358	13	objects	object	NOUN
sc-1152	358	14	such	such	ADJ
sc-1152	358	15	as	as	ADP
sc-1152	358	16	sg	sg	PROPN
sc-1152	358	17	,	,	PUNCT
sc-1152	358	18	scada	scada	PROPN
sc-1152	358	19	,	,	PUNCT
sc-1152	358	20	connected	connected	ADJ
sc-1152	358	21	vehicles	vehicle	NOUN
sc-1152	358	22	,	,	PUNCT
sc-1152	358	23	on	on	ADP
sc-1152	358	24	-	-	PUNCT
sc-1152	358	25	board	board	NOUN
sc-1152	358	26	sensors	sensor	NOUN
sc-1152	358	27	(	(	PUNCT
sc-1152	358	28	obs	obs	PROPN
sc-1152	358	29	)	)	PUNCT
sc-1152	358	30	,	,	PUNCT
sc-1152	358	31	road	road	NOUN
sc-1152	358	32	-	-	PUNCT
sc-1152	358	33	side	side	NOUN
sc-1152	358	34	units	unit	NOUN
sc-1152	358	35	(	(	PUNCT
sc-1152	358	36	rsu	rsu	NOUN
sc-1152	358	37	)	)	PUNCT
sc-1152	358	38	,	,	PUNCT
sc-1152	358	39	traffic	traffic	NOUN
sc-1152	358	40	sensors	sensor	NOUN
sc-1152	358	41	and	and	CCONJ
sc-1152	358	42	actuators	actuator	NOUN
sc-1152	358	43	,	,	PUNCT
sc-1152	358	44	gps	gps	PROPN
sc-1152	358	45	devices	device	NOUN
sc-1152	358	46	,	,	PUNCT
sc-1152	358	47	smart	smart	ADJ
sc-1152	358	48	traffic	traffic	NOUN
sc-1152	358	49	lights	light	NOUN
sc-1152	358	50	and	and	CCONJ
sc-1152	358	51	the	the	DET
sc-1152	358	52	web	web	NOUN
sc-1152	358	53	data	datum	NOUN
sc-1152	358	54	from	from	ADP
sc-1152	358	55	recommender	recommender	NOUN
sc-1152	358	56	systems	system	NOUN
sc-1152	358	57	,	,	PUNCT
sc-1152	358	58	crowdsourcing	crowdsourcing	NOUN
sc-1152	358	59	,	,	PUNCT
sc-1152	358	60	feedback	feedback	NOUN
sc-1152	358	61	modules	module	NOUN
sc-1152	358	62	.	.	PUNCT
sc-1152	359	1	furthermore	furthermore	ADV
sc-1152	359	2	,	,	PUNCT
sc-1152	359	3	the	the	DET
sc-1152	359	4	domain	domain	NOUN
sc-1152	359	5	of	of	ADP
sc-1152	359	6	iot	iot	PROPN
sc-1152	359	7	in	in	ADP
sc-1152	359	8	sc	sc	PROPN
sc-1152	359	9	applications	application	NOUN
sc-1152	359	10	is	be	AUX
sc-1152	359	11	extended	extend	VERB
sc-1152	359	12	to	to	ADP
sc-1152	359	13	numerous	numerous	ADJ
sc-1152	359	14	geographically	geographically	ADV
sc-1152	359	15	distributed	distribute	VERB
sc-1152	359	16	devices	device	NOUN
sc-1152	359	17	that	that	PRON
sc-1152	359	18	produce	produce	VERB
sc-1152	359	19	multidimensional	multidimensional	ADJ
sc-1152	359	20	,	,	PUNCT
sc-1152	359	21	high	high	ADJ
sc-1152	359	22	-	-	PUNCT
sc-1152	359	23	volume	volume	NOUN
sc-1152	359	24	dynamic	dynamic	ADJ
sc-1152	359	25	data	datum	NOUN
sc-1152	359	26	streams	stream	NOUN
sc-1152	359	27	requiring	require	VERB
sc-1152	359	28	a	a	DET
sc-1152	359	29	noble	noble	ADJ
sc-1152	359	30	mix	mix	NOUN
sc-1152	359	31	of	of	ADP
sc-1152	359	32	real	real	ADJ
sc-1152	359	33	-	-	PUNCT
sc-1152	359	34	time	time	NOUN
sc-1152	359	35	analytics	analytic	NOUN
sc-1152	359	36	and	and	CCONJ
sc-1152	359	37	data	datum	NOUN
sc-1152	359	38	aggregation	aggregation	NOUN
sc-1152	359	39	.	.	PUNCT
sc-1152	360	1	figure	figure	VERB
sc-1152	360	2	15.6	15.6	NUM
sc-1152	360	3	depicts	depict	NOUN
sc-1152	360	4	the	the	DET
sc-1152	360	5	conceptual	conceptual	ADJ
sc-1152	360	6	framework	framework	NOUN
sc-1152	360	7	for	for	ADP
sc-1152	360	8	big	big	ADJ
sc-1152	360	9	data	data	NOUN
sc-1152	360	10	-	-	PUNCT
sc-1152	360	11	driven	drive	VERB
sc-1152	360	12	analytics	analytic	NOUN
sc-1152	360	13	(	(	PUNCT
sc-1152	360	14	bd2a	bd2a	NOUN
sc-1152	360	15	)	)	PUNCT
sc-1152	360	16	and	and	CCONJ
sc-1152	360	17	optimization	optimization	NOUN
sc-1152	360	18	of	of	ADP
sc-1152	360	19	an	an	DET
sc-1152	360	20	intelligent	intelligent	ADJ
sc-1152	360	21	traffic	traffic	NOUN
sc-1152	360	22	management	management	NOUN
sc-1152	360	23	use	use	NOUN
sc-1152	360	24	-	-	PUNCT
sc-1152	360	25	case	case	NOUN
sc-1152	360	26	based	base	VERB
sc-1152	360	27	on	on	ADP
sc-1152	360	28	cloud	cloud	NOUN
sc-1152	360	29	and	and	CCONJ
sc-1152	360	30	fog	fog	NOUN
sc-1152	360	31	platforms	platform	NOUN
sc-1152	360	32	.	.	PUNCT
sc-1152	361	1	the	the	DET
sc-1152	361	2	fog	fog	PROPN
sc-1152	361	3	orchestration	orchestration	NOUN
sc-1152	361	4	module	module	NOUN
sc-1152	361	5	should	should	AUX
sc-1152	361	6	employ	employ	VERB
sc-1152	361	7	efficient	efficient	ADJ
sc-1152	361	8	data	data	NOUN
sc-1152	361	9	-	-	PUNCT
sc-1152	361	10	driven	drive	VERB
sc-1152	361	11	optimization	optimization	NOUN
sc-1152	361	12	and	and	CCONJ
sc-1152	361	13	planning	planning	NOUN
sc-1152	361	14	algorithms	algorithm	NOUN
sc-1152	361	15	for	for	ADP
sc-1152	361	16	reliable	reliable	ADJ
sc-1152	361	17	data	datum	NOUN
sc-1152	361	18	management	management	NOUN
sc-1152	361	19	across	across	ADP
sc-1152	361	20	complex	complex	ADJ
sc-1152	361	21	iot	iot	NOUN
sc-1152	361	22	aided	aid	VERB
sc-1152	361	23	sc	sc	NOUN
sc-1152	361	24	endpoints	endpoint	NOUN
sc-1152	361	25	.	.	PUNCT
sc-1152	362	1	while	while	SCONJ
sc-1152	362	2	developing	develop	VERB
sc-1152	362	3	sc	sc	PROPN
sc-1152	362	4	applications	application	NOUN
sc-1152	362	5	adhered	adhere	VERB
sc-1152	362	6	to	to	ADP
sc-1152	362	7	fog	fog	NOUN
sc-1152	362	8	computing	computing	NOUN
sc-1152	362	9	and	and	CCONJ
sc-1152	362	10	making	make	VERB
sc-1152	362	11	proper	proper	ADJ
sc-1152	362	12	trade	trade	NOUN
sc-1152	362	13	of	of	ADP
sc-1152	362	14	such	such	ADJ
sc-1152	362	15	applications	application	NOUN
sc-1152	362	16	across	across	ADP
sc-1152	362	17	different	different	ADJ
sc-1152	362	18	layers	layer	NOUN
sc-1152	362	19	in	in	ADP
sc-1152	362	20	the	the	DET
sc-1152	362	21	fog	fog	PROPN
sc-1152	362	22	environment	environment	PROPN
sc-1152	362	23	,	,	PUNCT
sc-1152	362	24	the	the	DET
sc-1152	362	25	developers	developer	NOUN
sc-1152	362	26	should	should	AUX
sc-1152	362	27	employ	employ	VERB
sc-1152	362	28	robust	robust	ADJ
sc-1152	362	29	optimization	optimization	NOUN
sc-1152	362	30	procedures	procedure	NOUN
sc-1152	362	31	that	that	PRON
sc-1152	362	32	stabilizes	stabilize	VERB
sc-1152	362	33	the	the	DET
sc-1152	362	34	schema	schema	NOUN
sc-1152	362	35	definitions	definition	NOUN
sc-1152	362	36	,	,	PUNCT
sc-1152	362	37	mappings	mapping	NOUN
sc-1152	362	38	,	,	PUNCT
sc-1152	362	39	all	all	DET
sc-1152	362	40	overlapping	overlap	VERB
sc-1152	362	41	,	,	PUNCT
sc-1152	362	42	interconnection	interconnection	NOUN
sc-1152	362	43	between	between	ADP
sc-1152	362	44	layers	layer	NOUN
sc-1152	362	45	(	(	PUNCT
sc-1152	362	46	if	if	SCONJ
sc-1152	362	47	any	any	PRON
sc-1152	362	48	)	)	PUNCT
sc-1152	362	49	.	.	PUNCT
sc-1152	363	1	in	in	ADP
sc-1152	363	2	order	order	NOUN
sc-1152	363	3	to	to	PART
sc-1152	363	4	reduce	reduce	VERB
sc-1152	363	5	data	data	NOUN
sc-1152	363	6	transmission	transmission	NOUN
sc-1152	363	7	latencies	latency	NOUN
sc-1152	363	8	data	datum	NOUN
sc-1152	363	9	processing	processing	NOUN
sc-1152	363	10	activities	activity	NOUN
sc-1152	363	11	and	and	CCONJ
sc-1152	363	12	the	the	DET
sc-1152	363	13	database	database	NOUN
sc-1152	363	14	services	service	NOUN
sc-1152	363	15	may	may	AUX
sc-1152	363	16	be	be	AUX
sc-1152	363	17	pipelined	pipeline	VERB
sc-1152	363	18	.	.	PUNCT
sc-1152	364	1	rather	rather	ADV
sc-1152	364	2	than	than	ADP
sc-1152	364	3	frequent	frequent	ADJ
sc-1152	364	4	triggering	triggering	NOUN
sc-1152	364	5	of	of	ADP
sc-1152	364	6	move	move	NOUN
sc-1152	364	7	-	-	PUNCT
sc-1152	364	8	data	datum	NOUN
sc-1152	364	9	actions	action	NOUN
sc-1152	364	10	,	,	PUNCT
sc-1152	364	11	use	use	NOUN
sc-1152	364	12	of	of	ADP
sc-1152	364	13	multiple	multiple	ADJ
sc-1152	364	14	datalocality	datalocality	NOUN
sc-1152	364	15	principles	principle	NOUN
sc-1152	364	16	(	(	PUNCT
sc-1152	364	17	e.g.	e.g.	ADV
sc-1152	364	18	temporal	temporal	ADJ
sc-1152	364	19	,	,	PUNCT
sc-1152	364	20	spatial	spatial	ADJ
sc-1152	364	21	etc	etc	X
sc-1152	364	22	.	.	PUNCT
sc-1152	364	23	)	)	PUNCT
sc-1152	365	1	and	and	CCONJ
sc-1152	365	2	efficient	efficient	ADJ
sc-1152	365	3	caching	cache	VERB
sc-1152	365	4	techniques	technique	NOUN
sc-1152	365	5	can	can	AUX
sc-1152	365	6	distribute	distribute	VERB
sc-1152	365	7	or	or	CCONJ
sc-1152	365	8	reschedule	reschedule	VERB
sc-1152	365	9	the	the	DET
sc-1152	365	10	computation	computation	NOUN
sc-1152	365	11	tasks	task	NOUN
sc-1152	365	12	of	of	ADP
sc-1152	365	13	fcns	fcns	NOUN
sc-1152	365	14	near	near	ADP
sc-1152	365	15	the	the	DET
sc-1152	365	16	sensors	sensor	NOUN
sc-1152	365	17	thereby	thereby	ADV
sc-1152	365	18	improving	improve	VERB
sc-1152	365	19	the	the	DET
sc-1152	365	20	delays	delay	NOUN
sc-1152	365	21	.	.	PUNCT
sc-1152	366	1	the	the	DET
sc-1152	366	2	data	datum	NOUN
sc-1152	366	3	relevant	relevant	ADJ
sc-1152	366	4	attributes	attribute	NOUN
sc-1152	366	5	related	relate	VERB
sc-1152	366	6	to	to	ADP
sc-1152	366	7	qos	qos	NOUN
sc-1152	366	8	parameters	parameter	NOUN
sc-1152	366	9	such	such	ADJ
sc-1152	366	10	as	as	ADP
sc-1152	366	11	the	the	DET
sc-1152	366	12	data	data	NOUN
sc-1152	366	13	-	-	PUNCT
sc-1152	366	14	generation	generation	NOUN
sc-1152	366	15	rate	rate	NOUN
sc-1152	366	16	or	or	CCONJ
sc-1152	366	17	data	data	NOUN
sc-1152	366	18	-	-	PUNCT
sc-1152	366	19	compression	compression	NOUN
sc-1152	366	20	ratio	ratio	NOUN
sc-1152	366	21	can	can	AUX
sc-1152	366	22	be	be	AUX
sc-1152	366	23	customized	customize	VERB
sc-1152	366	24	to	to	PART
sc-1152	366	25	adapt	adapt	VERB
sc-1152	366	26	to	to	ADP
sc-1152	366	27	the	the	DET
sc-1152	366	28	desired	desire	VERB
sc-1152	366	29	degree	degree	NOUN
sc-1152	366	30	of	of	ADP
sc-1152	366	31	performance	performance	NOUN
sc-1152	366	32	and	and	CCONJ
sc-1152	366	33	assigned	assign	VERB
sc-1152	366	34	resources	resource	NOUN
sc-1152	366	35	to	to	PART
sc-1152	366	36	strike	strike	VERB
sc-1152	366	37	a	a	DET
sc-1152	366	38	balance	balance	NOUN
sc-1152	366	39	between	between	ADP
sc-1152	366	40	data	datum	NOUN
sc-1152	366	41	quality	quality	NOUN
sc-1152	366	42	and	and	CCONJ
sc-1152	366	43	specified	specify	VERB
sc-1152	366	44	response	response	NOUN
sc-1152	366	45	-	-	PUNCT
sc-1152	366	46	time	time	NOUN
sc-1152	366	47	targets	target	NOUN
sc-1152	366	48	.	.	PUNCT
sc-1152	367	1	a	a	DET
sc-1152	367	2	major	major	ADJ
sc-1152	367	3	challenge	challenge	NOUN
sc-1152	367	4	is	be	AUX
sc-1152	367	5	that	that	SCONJ
sc-1152	367	6	decision	decision	NOUN
sc-1152	367	7	operators	operator	NOUN
sc-1152	367	8	are	be	AUX
sc-1152	367	9	still	still	ADV
sc-1152	367	10	computationally	computationally	ADV
sc-1152	367	11	time	time	NOUN
sc-1152	367	12	consuming	consume	VERB
sc-1152	367	13	.	.	PUNCT
sc-1152	368	1	to	to	PART
sc-1152	368	2	tackle	tackle	VERB
sc-1152	368	3	this	this	DET
sc-1152	368	4	problem	problem	NOUN
sc-1152	368	5	,	,	PUNCT
sc-1152	368	6	online	online	ADJ
sc-1152	368	7	machine	machine	NOUN
sc-1152	368	8	learning	learning	NOUN
sc-1152	368	9	can	can	AUX
sc-1152	368	10	provision	provision	VERB
sc-1152	368	11	several	several	ADJ
sc-1152	368	12	online	online	ADJ
sc-1152	368	13	training	training	NOUN
sc-1152	368	14	(	(	PUNCT
sc-1152	368	15	such	such	ADJ
sc-1152	368	16	as	as	ADP
sc-1152	368	17	classification	classification	NOUN
sc-1152	368	18	and	and	CCONJ
sc-1152	368	19	clustering	clustering	NOUN
sc-1152	368	20	)	)	PUNCT
sc-1152	368	21	and	and	CCONJ
sc-1152	368	22	prediction	prediction	NOUN
sc-1152	368	23	models	model	NOUN
sc-1152	368	24	to	to	PART
sc-1152	368	25	capture	capture	VERB
sc-1152	368	26	the	the	DET
sc-1152	368	27	constant	constant	ADJ
sc-1152	368	28	evolutionary	evolutionary	ADJ
sc-1152	368	29	behavior	behavior	NOUN
sc-1152	368	30	of	of	ADP
sc-1152	368	31	each	each	DET
sc-1152	368	32	system	system	NOUN
sc-1152	368	33	element	element	NOUN
sc-1152	368	34	,	,	PUNCT
sc-1152	368	35	producing	produce	VERB
sc-1152	368	36	time	time	NOUN
sc-1152	368	37	series	series	NOUN
sc-1152	368	38	of	of	ADP
sc-1152	368	39	trends	trend	NOUN
sc-1152	368	40	to	to	PART
sc-1152	368	41	intelligently	intelligently	ADV
sc-1152	368	42	predict	predict	VERB
sc-1152	368	43	the	the	DET
sc-1152	368	44	required	require	VERB
sc-1152	368	45	system	system	NOUN
sc-1152	368	46	resource	resource	NOUN
sc-1152	368	47	usage	usage	NOUN
sc-1152	368	48	,	,	PUNCT
sc-1152	368	49	failure	failure	NOUN
sc-1152	368	50	occurrence	occurrence	NOUN
sc-1152	368	51	,	,	PUNCT
sc-1152	368	52	and	and	CCONJ
sc-1152	368	53	straggler	straggler	NOUN
sc-1152	368	54	compute	compute	NOUN
sc-1152	368	55	tasks	task	NOUN
sc-1152	368	56	,	,	PUNCT
sc-1152	368	57	all	all	PRON
sc-1152	368	58	of	of	ADP
sc-1152	368	59	which	which	PRON
sc-1152	368	60	can	can	AUX
sc-1152	368	61	be	be	AUX
sc-1152	368	62	learned	learn	VERB
sc-1152	368	63	from	from	ADP
sc-1152	368	64	historical	historical	ADJ
sc-1152	368	65	data	datum	NOUN
sc-1152	368	66	and	and	CCONJ
sc-1152	368	67	a	a	DET
sc-1152	368	68	history	history	NOUN
sc-1152	368	69	-	-	PUNCT
sc-1152	368	70	based	base	VERB
sc-1152	368	71	optimization	optimization	NOUN
sc-1152	368	72	(	(	PUNCT
sc-1152	368	73	hbo	hbo	PROPN
sc-1152	368	74	)	)	PUNCT
sc-1152	368	75	procedure	procedure	NOUN
sc-1152	368	76	.	.	PUNCT
sc-1152	369	1	researchers	researcher	NOUN
sc-1152	369	2	or	or	CCONJ
sc-1152	369	3	developers	developer	NOUN
sc-1152	369	4	should	should	AUX
sc-1152	369	5	investigate	investigate	VERB
sc-1152	369	6	these	these	DET
sc-1152	369	7	smart	smart	ADJ
sc-1152	369	8	techniques	technique	NOUN
sc-1152	369	9	,	,	PUNCT
sc-1152	369	10	with	with	ADP
sc-1152	369	11	corresponding	correspond	VERB
sc-1152	369	12	heuristics	heuristic	NOUN
sc-1152	369	13	applied	apply	VERB
sc-1152	369	14	in	in	ADP
sc-1152	369	15	an	an	DET
sc-1152	369	16	existing	exist	VERB
sc-1152	369	17	decision	decision	NOUN
sc-1152	369	18	-	-	PUNCT
sc-1152	369	19	making	make	VERB
sc-1152	369	20	framework	framework	NOUN
sc-1152	369	21	to	to	PART
sc-1152	369	22	create	create	VERB
sc-1152	369	23	a	a	DET
sc-1152	369	24	continuous	continuous	ADJ
sc-1152	369	25	feedback	feedback	NOUN
sc-1152	369	26	loop	loop	NOUN
sc-1152	369	27	.	.	PUNCT
sc-1152	370	1	cloud	cloud	NOUN
sc-1152	370	2	machine	machine	NOUN
sc-1152	370	3	learning	learning	NOUN
sc-1152	370	4	offers	offer	VERB
sc-1152	370	5	analysts	analyst	NOUN
sc-1152	370	6	a	a	DET
sc-1152	370	7	set	set	NOUN
sc-1152	370	8	of	of	ADP
sc-1152	370	9	data	datum	NOUN
sc-1152	370	10	exploration	exploration	NOUN
sc-1152	370	11	tools	tool	NOUN
sc-1152	370	12	and	and	CCONJ
sc-1152	370	13	a	a	DET
sc-1152	370	14	variety	variety	NOUN
sc-1152	370	15	of	of	ADP
sc-1152	370	16	choices	choice	NOUN
sc-1152	370	17	for	for	ADP
sc-1152	370	18	using	use	VERB
sc-1152	370	19	machine	machine	NOUN
sc-1152	370	20	learning	learning	NOUN
sc-1152	370	21	models	model	NOUN
sc-1152	370	22	and	and	CCONJ
sc-1152	370	23	algorithms	algorithm	NOUN
sc-1152	370	24	.	.	PUNCT
sc-1152	371	1	7	7	X
sc-1152	371	2	.	.	X
sc-1152	371	3	conclusions	conclusion	NOUN
sc-1152	371	4	due	due	ADP
sc-1152	371	5	to	to	ADP
sc-1152	371	6	the	the	DET
sc-1152	371	7	improvements	improvement	NOUN
sc-1152	371	8	in	in	ADP
sc-1152	371	9	sensing	sense	VERB
sc-1152	371	10	technology	technology	NOUN
sc-1152	371	11	and	and	CCONJ
sc-1152	371	12	reduction	reduction	NOUN
sc-1152	371	13	in	in	ADP
sc-1152	371	14	costs	cost	NOUN
sc-1152	371	15	,	,	PUNCT
sc-1152	371	16	sensing	sense	VERB
sc-1152	371	17	capabilities	capability	NOUN
sc-1152	371	18	are	be	AUX
sc-1152	371	19	expected	expect	VERB
sc-1152	371	20	to	to	PART
sc-1152	371	21	be	be	AUX
sc-1152	371	22	integrated	integrate	VERB
sc-1152	371	23	into	into	ADP
sc-1152	371	24	everyday	everyday	ADJ
sc-1152	371	25	objects	object	NOUN
sc-1152	371	26	around	around	ADP
sc-1152	371	27	us	we	PRON
sc-1152	371	28	.	.	PUNCT
sc-1152	372	1	there	there	PRON
sc-1152	372	2	is	be	VERB
sc-1152	372	3	a	a	DET
sc-1152	372	4	natural	natural	ADJ
sc-1152	372	5	tendency	tendency	NOUN
sc-1152	372	6	that	that	SCONJ
sc-1152	372	7	smart	smart	ADJ
sc-1152	372	8	city	city	NOUN
sc-1152	372	9	applications	application	NOUN
sc-1152	372	10	are	be	AUX
sc-1152	372	11	being	be	AUX
sc-1152	372	12	built	build	VERB
sc-1152	372	13	in	in	ADP
sc-1152	372	14	a	a	DET
sc-1152	372	15	centralized	centralized	ADJ
sc-1152	372	16	manner	manner	NOUN
sc-1152	372	17	.	.	PUNCT
sc-1152	373	1	that	that	PRON
sc-1152	373	2	means	mean	VERB
sc-1152	373	3	all	all	DET
sc-1152	373	4	the	the	DET
sc-1152	373	5	data	datum	NOUN
sc-1152	373	6	collected	collect	VERB
sc-1152	373	7	by	by	ADP
sc-1152	373	8	sensors	sensor	NOUN
sc-1152	373	9	are	be	AUX
sc-1152	373	10	transferred	transfer	VERB
sc-1152	373	11	to	to	ADP
sc-1152	373	12	a	a	DET
sc-1152	373	13	cloud	cloud	ADJ
sc-1152	373	14	node	node	NOUN
sc-1152	373	15	for	for	ADP
sc-1152	373	16	knowledge	knowledge	NOUN
sc-1152	373	17	discovery	discovery	NOUN
sc-1152	373	18	.	.	PUNCT
sc-1152	374	1	however	however	ADV
sc-1152	374	2	,	,	PUNCT
sc-1152	374	3	this	this	PRON
sc-1152	374	4	is	be	AUX
sc-1152	374	5	a	a	DET
sc-1152	374	6	very	very	ADV
sc-1152	374	7	inefficient	inefficient	ADJ
sc-1152	374	8	approach	approach	NOUN
sc-1152	374	9	from	from	ADP
sc-1152	374	10	both	both	CCONJ
sc-1152	374	11	computational	computational	ADJ
sc-1152	374	12	and	and	CCONJ
sc-1152	374	13	communication	communication	NOUN
sc-1152	374	14	perspectives	perspective	NOUN
sc-1152	374	15	.	.	PUNCT
sc-1152	375	1	to	to	PART
sc-1152	375	2	address	address	VERB
sc-1152	375	3	such	such	ADJ
sc-1152	375	4	issues	issue	NOUN
sc-1152	375	5	,	,	PUNCT
sc-1152	375	6	the	the	DET
sc-1152	375	7	fc	fc	PROPN
sc-1152	375	8	paradigm	paradigm	NOUN
sc-1152	375	9	has	have	AUX
sc-1152	375	10	been	be	AUX
sc-1152	375	11	proposed	propose	VERB
sc-1152	375	12	,	,	PUNCT
sc-1152	375	13	as	as	SCONJ
sc-1152	375	14	it	it	PRON
sc-1152	375	15	brings	bring	VERB
sc-1152	375	16	sustainability	sustainability	NOUN
sc-1152	375	17	to	to	ADP
sc-1152	375	18	the	the	DET
sc-1152	375	19	smart	smart	ADJ
sc-1152	375	20	city	city	NOUN
sc-1152	375	21	computations	computation	NOUN
sc-1152	375	22	.	.	PUNCT
sc-1152	376	1	in	in	ADP
sc-1152	376	2	this	this	DET
sc-1152	376	3	work	work	NOUN
sc-1152	376	4	,	,	PUNCT
sc-1152	376	5	high	high	ADJ
sc-1152	376	6	performance	performance	NOUN
sc-1152	376	7	of	of	ADP
sc-1152	376	8	fog	fog	NOUN
sc-1152	376	9	computing	computing	NOUN
sc-1152	376	10	over	over	ADP
sc-1152	376	11	generic	generic	ADJ
sc-1152	376	12	cloud	cloud	NOUN
sc-1152	376	13	computing	computing	NOUN
sc-1152	376	14	is	be	AUX
sc-1152	376	15	evaluated	evaluate	VERB
sc-1152	376	16	,	,	PUNCT
sc-1152	376	17	in	in	ADP
sc-1152	376	18	terms	term	NOUN
sc-1152	376	19	of	of	ADP
sc-1152	376	20	metrics	metric	NOUN
sc-1152	376	21	viz	viz	NOUN
sc-1152	376	22	.	.	PUNCT
sc-1152	377	1	latencies	latencies	PROPN
sc-1152	377	2	,	,	PUNCT
sc-1152	377	3	power	power	NOUN
sc-1152	377	4	consumption	consumption	NOUN
sc-1152	377	5	etc	etc	X
sc-1152	377	6	,	,	PUNCT
sc-1152	377	7	through	through	ADP
sc-1152	377	8	a	a	DET
sc-1152	377	9	smart	smart	ADJ
sc-1152	377	10	grid	grid	NOUN
sc-1152	377	11	(	(	PUNCT
sc-1152	377	12	sg	sg	NOUN
sc-1152	377	13	)	)	PUNCT
sc-1152	377	14	use	use	NOUN
sc-1152	377	15	-	-	PUNCT
sc-1152	377	16	case	case	NOUN
sc-1152	377	17	.	.	PUNCT
sc-1152	378	1	this	this	DET
sc-1152	378	2	paper	paper	NOUN
sc-1152	378	3	also	also	ADV
sc-1152	378	4	provides	provide	VERB
sc-1152	378	5	an	an	DET
sc-1152	378	6	overview	overview	NOUN
sc-1152	378	7	of	of	ADP
sc-1152	378	8	the	the	DET
sc-1152	378	9	core	core	NOUN
sc-1152	378	10	issues	issue	NOUN
sc-1152	378	11	,	,	PUNCT
sc-1152	378	12	challenges	challenge	NOUN
sc-1152	378	13	,	,	PUNCT
sc-1152	378	14	and	and	CCONJ
sc-1152	378	15	future	future	ADJ
sc-1152	378	16	research	research	NOUN
sc-1152	378	17	directions	direction	NOUN
sc-1152	378	18	in	in	ADP
sc-1152	378	19	fogenabled	fogenabled	ADJ
sc-1152	378	20	orchestration	orchestration	NOUN
sc-1152	378	21	for	for	ADP
sc-1152	378	22	iot	iot	PROPN
sc-1152	378	23	enabled	enable	VERB
sc-1152	378	24	sc	sc	PROPN
sc-1152	378	25	applications	application	NOUN
sc-1152	378	26	.	.	PUNCT
sc-1152	379	1	references	reference	NOUN
sc-1152	379	2	[	[	X
sc-1152	379	3	1	1	NUM
sc-1152	379	4	]	]	PUNCT
sc-1152	379	5	l.	l.	PROPN
sc-1152	379	6	da	da	PROPN
sc-1152	379	7	xu	xu	PROPN
sc-1152	379	8	,	,	PUNCT
sc-1152	379	9	s.	s.	PROPN
sc-1152	379	10	member	member	PROPN
sc-1152	379	11	,	,	PUNCT
sc-1152	379	12	w.	w.	PROPN
sc-1152	379	13	he	he	PRON
sc-1152	379	14	,	,	PUNCT
sc-1152	379	15	and	and	CCONJ
sc-1152	379	16	s.	s.	PROPN
sc-1152	379	17	li	li	PROPN
sc-1152	379	18	,	,	PUNCT
sc-1152	379	19	―internet	―internet	PROPN
sc-1152	379	20	of	of	ADP
sc-1152	379	21	things	thing	NOUN
sc-1152	379	22	in	in	ADP
sc-1152	379	23	industries	industry	NOUN
sc-1152	379	24	 	 	SPACE
sc-1152	379	25	:	:	PUNCT
sc-1152	379	26	a	a	DET
sc-1152	379	27	survey	survey	NOUN
sc-1152	379	28	internet	internet	NOUN
sc-1152	379	29	of	of	ADP
sc-1152	379	30	things	thing	NOUN
sc-1152	379	31	in	in	ADP
sc-1152	379	32	industries	industry	NOUN
sc-1152	379	33	 	 	SPACE
sc-1152	379	34	:	:	PUNCT
sc-1152	379	35	a	a	DET
sc-1152	379	36	survey,‖	survey,‖	PROPN
sc-1152	379	37	ieee	ieee	NOUN
sc-1152	379	38	trans	tran	NOUN
sc-1152	379	39	,	,	PUNCT
sc-1152	379	40	industrial	industrial	ADJ
sc-1152	379	41	informatics	informatic	NOUN
sc-1152	379	42	,	,	PUNCT
sc-1152	379	43	vol	vol	NOUN
sc-1152	379	44	.	.	PROPN
sc-1152	380	1	10	10	NUM
sc-1152	380	2	,	,	PUNCT
sc-1152	380	3	no	no	INTJ
sc-1152	380	4	.	.	PUNCT
sc-1152	381	1	november	november	PROPN
sc-1152	381	2	,	,	PUNCT
sc-1152	381	3	pp	pp	ADP
sc-1152	381	4	.	.	PUNCT
sc-1152	382	1	2233–2243	2233–2243	NUM
sc-1152	382	2	,	,	PUNCT
sc-1152	382	3	2014	2014	NUM
sc-1152	382	4	.	.	PUNCT
sc-1152	383	1	[	[	X
sc-1152	383	2	2	2	NUM
sc-1152	383	3	]	]	PUNCT
sc-1152	383	4	i.	i.	NOUN
sc-1152	383	5	technology	technology	PROPN
sc-1152	383	6	,	,	PUNCT
sc-1152	383	7	―key	―key	PROPN
sc-1152	383	8	ingredients	ingredient	NOUN
sc-1152	383	9	in	in	ADP
sc-1152	383	10	an	an	DET
sc-1152	383	11	iot	iot	NOUN
sc-1152	383	12	recipe	recipe	NOUN
sc-1152	383	13	 	 	SPACE
sc-1152	383	14	:	:	PUNCT
sc-1152	383	15	fog	fog	NOUN
sc-1152	383	16	computing	computing	NOUN
sc-1152	383	17	,	,	PUNCT
sc-1152	383	18	cloud	cloud	NOUN
sc-1152	383	19	computing	computing	NOUN
sc-1152	383	20	,	,	PUNCT
sc-1152	383	21	and	and	CCONJ
sc-1152	383	22	more	more	ADJ
sc-1152	383	23	fog	fog	NOUN
sc-1152	383	24	computing,‖	computing,‖	PROPN
sc-1152	383	25	ieee	ieee	NOUN
sc-1152	383	26	19th	19th	ADJ
sc-1152	383	27	international	international	ADJ
sc-1152	383	28	workshop	workshop	NOUN
sc-1152	383	29	on	on	ADP
sc-1152	383	30	computer	computer	NOUN
sc-1152	383	31	aided	aid	VERB
sc-1152	383	32	modeling	modeling	NOUN
sc-1152	383	33	and	and	CCONJ
sc-1152	383	34	design	design	NOUN
sc-1152	383	35	computational	computational	ADJ
sc-1152	383	36	viability	viability	NOUN
sc-1152	383	37	of	of	ADP
sc-1152	383	38	fog	fog	NOUN
sc-1152	383	39	methodologies	methodology	NOUN
sc-1152	383	40	in	in	ADP
sc-1152	383	41	iot	iot	PROPN
sc-1152	383	42	enabled	enable	VERB
sc-1152	383	43	smart	smart	ADJ
sc-1152	383	44	city	city	NOUN
sc-1152	383	45	architectures	architecture	NOUN
sc-1152	383	46	-	-	PUNCT
sc-1152	383	47	a	a	DET
sc-1152	383	48	smart	smart	ADJ
sc-1152	383	49	grid	grid	NOUN
sc-1152	383	50	case	case	NOUN
sc-1152	383	51	study	study	NOUN
sc-1152	383	52	eai	eai	PROPN
sc-1152	383	53	endorsed	endorse	VERB
sc-1152	383	54	transactions	transaction	NOUN
sc-1152	383	55	on	on	ADP
sc-1152	383	56	smart	smart	ADJ
sc-1152	383	57	cities	city	NOUN
sc-1152	383	58	12	12	NUM
sc-1152	383	59	2017	2017	NUM
sc-1152	383	60	02	02	NUM
sc-1152	383	61	2018	2018	NUM
sc-1152	383	62	|	|	ADV
sc-1152	383	63	volume	volume	NOUN
sc-1152	383	64	2	2	NUM
sc-1152	383	65	|	|	ADV
sc-1152	383	66	issue	issue	VERB
sc-1152	383	67	7	7	NUM
sc-1152	383	68	|	|	ADV
sc-1152	383	69	e3	e3	NOUN
sc-1152	383	70	of	of	ADP
sc-1152	383	71	communication	communication	NOUN
sc-1152	383	72	links	link	NOUN
sc-1152	383	73	and	and	CCONJ
sc-1152	383	74	networks	network	NOUN
sc-1152	383	75	(	(	PUNCT
sc-1152	383	76	camad	camad	NOUN
sc-1152	383	77	)	)	PUNCT
sc-1152	383	78	,	,	PUNCT
sc-1152	383	79	athens	athens	PROPN
sc-1152	383	80	,	,	PUNCT
sc-1152	383	81	1	1	NUM
sc-1152	383	82	-	-	SYM
sc-1152	383	83	3	3	NUM
sc-1152	383	84	dec	dec	PROPN
sc-1152	383	85	.	.	PROPN
sc-1152	383	86	2014	2014	NUM
sc-1152	383	87	,	,	PUNCT
sc-1152	383	88	pp	pp	X
sc-1152	383	89	.	.	PUNCT
sc-1152	384	1	325–329	325–329	NUM
sc-1152	384	2	.	.	PUNCT
sc-1152	385	1	[	[	X
sc-1152	385	2	3	3	X
sc-1152	385	3	]	]	PUNCT
sc-1152	385	4	z.	z.	PROPN
sc-1152	385	5	lv	lv	PROPN
sc-1152	385	6	et	et	PROPN
sc-1152	385	7	al	al	PROPN
sc-1152	385	8	.	.	PROPN
sc-1152	385	9	,	,	PUNCT
sc-1152	385	10	―next	―next	ADJ
sc-1152	385	11	-	-	PUNCT
sc-1152	385	12	generation	generation	NOUN
sc-1152	385	13	big	big	ADJ
sc-1152	385	14	data	datum	NOUN
sc-1152	385	15	analytics	analytic	NOUN
sc-1152	385	16	 	 	SPACE
sc-1152	385	17	:	:	PUNCT
sc-1152	385	18	state	state	NOUN
sc-1152	385	19	of	of	ADP
sc-1152	385	20	the	the	DET
sc-1152	385	21	art	art	NOUN
sc-1152	385	22	,	,	PUNCT
sc-1152	385	23	challenges	challenge	NOUN
sc-1152	385	24	,	,	PUNCT
sc-1152	385	25	and	and	CCONJ
sc-1152	385	26	future	future	ADJ
sc-1152	385	27	research	research	NOUN
sc-1152	385	28	topics‖	topics‖	PROPN
sc-1152	385	29	,	,	PUNCT
sc-1152	385	30	ieee	ieee	NOUN
sc-1152	385	31	trans	tran	NOUN
sc-1152	385	32	,	,	PUNCT
sc-1152	385	33	industrial	industrial	ADJ
sc-1152	385	34	informatics	informatic	NOUN
sc-1152	385	35	,	,	PUNCT
sc-1152	385	36	vol	vol	NOUN
sc-1152	385	37	.	.	PROPN
sc-1152	385	38	13	13	NUM
sc-1152	385	39	,	,	PUNCT
sc-1152	385	40	no	no	INTJ
sc-1152	385	41	.	.	NOUN
sc-1152	385	42	4	4	NUM
sc-1152	385	43	,	,	PUNCT
sc-1152	385	44	pp	pp	ADJ
sc-1152	385	45	.	.	PUNCT
sc-1152	386	1	1891–1899	1891–1899	NUM
sc-1152	386	2	,	,	PUNCT
sc-1152	386	3	2017	2017	NUM
sc-1152	386	4	.	.	PUNCT
sc-1152	387	1	[	[	X
sc-1152	387	2	4	4	NUM
sc-1152	387	3	]	]	X
sc-1152	387	4	r.	r.	PROPN
sc-1152	387	5	deng	deng	PROPN
sc-1152	387	6	,	,	PUNCT
sc-1152	387	7	r.	r.	PROPN
sc-1152	387	8	lu	lu	PROPN
sc-1152	387	9	,	,	PUNCT
sc-1152	387	10	s.	s.	PROPN
sc-1152	387	11	member	member	PROPN
sc-1152	387	12	,	,	PUNCT
sc-1152	387	13	c.	c.	PROPN
sc-1152	387	14	lai	lai	PROPN
sc-1152	387	15	,	,	PUNCT
sc-1152	387	16	t.	t.	PROPN
sc-1152	387	17	h.	h.	PROPN
sc-1152	387	18	luan	luan	PROPN
sc-1152	387	19	,	,	PUNCT
sc-1152	387	20	and	and	CCONJ
sc-1152	387	21	h.	h.	PROPN
sc-1152	387	22	liang	liang	PROPN
sc-1152	387	23	,	,	PUNCT
sc-1152	387	24	―optimal	―optimal	PROPN
sc-1152	387	25	workload	workload	NOUN
sc-1152	387	26	allocation	allocation	NOUN
sc-1152	387	27	in	in	ADP
sc-1152	387	28	fog	fog	ADJ
sc-1152	387	29	-	-	PUNCT
sc-1152	387	30	cloud	cloud	NOUN
sc-1152	387	31	computing	computing	NOUN
sc-1152	387	32	toward	toward	ADP
sc-1152	387	33	balanced	balanced	ADJ
sc-1152	387	34	delay	delay	NOUN
sc-1152	387	35	and	and	CCONJ
sc-1152	387	36	power	power	NOUN
sc-1152	387	37	consumption,‖	consumption,‖	PROPN
sc-1152	387	38	ieee	ieee	NOUN
sc-1152	387	39	internet	internet	NOUN
sc-1152	387	40	of	of	ADP
sc-1152	387	41	things	thing	NOUN
sc-1152	387	42	journal	journal	NOUN
sc-1152	387	43	,	,	PUNCT
sc-1152	387	44	vol	vol	NOUN
sc-1152	387	45	.	.	PROPN
sc-1152	388	1	3	3	NUM
sc-1152	388	2	,	,	PUNCT
sc-1152	388	3	no	no	INTJ
sc-1152	388	4	.	.	NOUN
sc-1152	388	5	6	6	NUM
sc-1152	388	6	,	,	PUNCT
sc-1152	388	7	pp	pp	ADJ
sc-1152	388	8	.	.	PUNCT
sc-1152	389	1	1171–1181	1171–1181	NUM
sc-1152	389	2	,	,	PUNCT
sc-1152	389	3	2016	2016	NUM
sc-1152	389	4	.	.	PUNCT
sc-1152	390	1	[	[	X
sc-1152	390	2	5	5	X
sc-1152	390	3	]	]	PUNCT
sc-1152	390	4	d.	d.	PROPN
sc-1152	390	5	alahakoon	alahakoon	PROPN
sc-1152	390	6	and	and	CCONJ
sc-1152	390	7	x.	x.	NOUN
sc-1152	390	8	yu	yu	PROPN
sc-1152	390	9	,	,	PUNCT
sc-1152	390	10	―smart	―smart	ADP
sc-1152	390	11	electricity	electricity	NOUN
sc-1152	390	12	meter	meter	NOUN
sc-1152	390	13	data	datum	NOUN
sc-1152	390	14	intelligence	intelligence	NOUN
sc-1152	390	15	for	for	ADP
sc-1152	390	16	future	future	ADJ
sc-1152	390	17	energy	energy	NOUN
sc-1152	390	18	systems	system	NOUN
sc-1152	390	19	:	:	PUNCT
sc-1152	390	20	a	a	DET
sc-1152	390	21	survey,‖	survey,‖	PROPN
sc-1152	390	22	ieee	ieee	NOUN
sc-1152	390	23	trans	tran	NOUN
sc-1152	390	24	,	,	PUNCT
sc-1152	390	25	industrial	industrial	ADJ
sc-1152	390	26	informatics	informatic	NOUN
sc-1152	390	27	,	,	PUNCT
sc-1152	390	28	vol	vol	NOUN
sc-1152	390	29	.	.	PROPN
sc-1152	390	30	12	12	NUM
sc-1152	390	31	,	,	PUNCT
sc-1152	390	32	no	no	INTJ
sc-1152	390	33	.	.	NOUN
sc-1152	390	34	1	1	NUM
sc-1152	390	35	,	,	PUNCT
sc-1152	390	36	pp	pp	ADJ
sc-1152	390	37	.	.	PUNCT
sc-1152	391	1	425–436	425–436	NUM
sc-1152	391	2	,	,	PUNCT
sc-1152	391	3	2016	2016	NUM
sc-1152	391	4	.	.	PUNCT
sc-1152	392	1	[	[	X
sc-1152	392	2	6	6	NUM
sc-1152	392	3	]	]	PUNCT
sc-1152	392	4	v.	v.	ADP
sc-1152	392	5	c.	c.	PROPN
sc-1152	392	6	güngör	güngör	PROPN
sc-1152	392	7	et	et	PROPN
sc-1152	392	8	al	al	PROPN
sc-1152	392	9	.	.	PROPN
sc-1152	392	10	,	,	PUNCT
sc-1152	392	11	―smart	―smart	ADP
sc-1152	392	12	grid	grid	NOUN
sc-1152	392	13	technologies	technology	NOUN
sc-1152	392	14	:	:	PUNCT
sc-1152	392	15	communication	communication	NOUN
sc-1152	392	16	technologies	technology	NOUN
sc-1152	392	17	and	and	CCONJ
sc-1152	392	18	standards,‖	standards,‖	PROPN
sc-1152	392	19	ieee	ieee	NOUN
sc-1152	392	20	trans	trans	PROPN
sc-1152	392	21	,	,	PUNCT
sc-1152	392	22	industrial	industrial	ADJ
sc-1152	392	23	informatics	informatic	NOUN
sc-1152	392	24	,	,	PUNCT
sc-1152	392	25	vol	vol	NOUN
sc-1152	392	26	.	.	PROPN
sc-1152	392	27	7	7	NUM
sc-1152	392	28	,	,	PUNCT
sc-1152	392	29	no	no	INTJ
sc-1152	392	30	.	.	NOUN
sc-1152	392	31	4	4	NUM
sc-1152	392	32	,	,	PUNCT
sc-1152	392	33	pp	pp	ADJ
sc-1152	392	34	.	.	PUNCT
sc-1152	393	1	529–539	529–539	NUM
sc-1152	393	2	,	,	PUNCT
sc-1152	393	3	2011	2011	NUM
sc-1152	393	4	.	.	PUNCT
sc-1152	394	1	[	[	X
sc-1152	394	2	7	7	X
sc-1152	394	3	]	]	X
sc-1152	394	4	h.	h.	PROPN
sc-1152	394	5	zhang	zhang	PROPN
sc-1152	394	6	,	,	PUNCT
sc-1152	394	7	y.	y.	PROPN
sc-1152	394	8	xiao	xiao	PROPN
sc-1152	394	9	,	,	PUNCT
sc-1152	394	10	s.	s.	PROPN
sc-1152	394	11	bu	bu	PROPN
sc-1152	394	12	,	,	PUNCT
sc-1152	394	13	d.	d.	PROPN
sc-1152	394	14	niyato	niyato	PROPN
sc-1152	394	15	,	,	PUNCT
sc-1152	394	16	r.	r.	PROPN
sc-1152	394	17	yu	yu	PROPN
sc-1152	394	18	,	,	PUNCT
sc-1152	394	19	and	and	CCONJ
sc-1152	394	20	z.	z.	PROPN
sc-1152	394	21	han	han	PROPN
sc-1152	394	22	,	,	PUNCT
sc-1152	394	23	―computing	―compute	VERB
sc-1152	394	24	resource	resource	NOUN
sc-1152	394	25	allocation	allocation	NOUN
sc-1152	394	26	in	in	ADP
sc-1152	394	27	three	three	NUM
sc-1152	394	28	-	-	PUNCT
sc-1152	394	29	tier	tier	NOUN
sc-1152	394	30	iot	iot	PROPN
sc-1152	394	31	fog	fog	PROPN
sc-1152	394	32	networks	network	NOUN
sc-1152	394	33	 	 	SPACE
sc-1152	394	34	:	:	PUNCT
sc-1152	394	35	a	a	DET
sc-1152	394	36	joint	joint	ADJ
sc-1152	394	37	optimization	optimization	NOUN
sc-1152	394	38	approach	approach	NOUN
sc-1152	394	39	combining	combine	VERB
sc-1152	394	40	stackelberg	stackelberg	PROPN
sc-1152	394	41	game	game	NOUN
sc-1152	394	42	and	and	CCONJ
sc-1152	394	43	matching,‖	matching,‖	PROPN
sc-1152	394	44	arxiv:1701.03922v1	arxiv:1701.03922v1	PROPN
sc-1152	395	1	[	[	X
sc-1152	395	2	cs.gt	cs.gt	NOUN
sc-1152	395	3	]	]	PUNCT
sc-1152	395	4	14	14	NUM
sc-1152	395	5	jan	jan	PROPN
sc-1152	395	6	2017	2017	NUM
sc-1152	395	7	,	,	PUNCT
sc-1152	395	8	pp	pp	ADJ
sc-1152	395	9	.	.	PUNCT
sc-1152	396	1	1–10	1–10	NOUN
sc-1152	396	2	.	.	PUNCT
sc-1152	397	1	[	[	X
sc-1152	397	2	8	8	X
sc-1152	397	3	]	]	X
sc-1152	397	4	s.	s.	PROPN
sc-1152	397	5	sarkar	sarkar	PROPN
sc-1152	397	6	,	,	PUNCT
sc-1152	397	7	s.	s.	PROPN
sc-1152	397	8	member	member	PROPN
sc-1152	397	9	,	,	PUNCT
sc-1152	397	10	s.	s.	PROPN
sc-1152	397	11	chatterjee	chatterjee	PROPN
sc-1152	397	12	,	,	PUNCT
sc-1152	397	13	and	and	CCONJ
sc-1152	397	14	s.	s.	PROPN
sc-1152	397	15	member	member	PROPN
sc-1152	397	16	,	,	PUNCT
sc-1152	397	17	―assessment	―assessment	PROPN
sc-1152	397	18	of	of	ADP
sc-1152	397	19	the	the	DET
sc-1152	397	20	suitability	suitability	NOUN
sc-1152	397	21	of	of	ADP
sc-1152	397	22	fog	fog	PROPN
sc-1152	397	23	computing	computing	NOUN
sc-1152	397	24	in	in	ADP
sc-1152	397	25	the	the	DET
sc-1152	397	26	context	context	NOUN
sc-1152	397	27	of	of	ADP
sc-1152	397	28	internet	internet	NOUN
sc-1152	397	29	of	of	ADP
sc-1152	397	30	things,‖	things,‖	PROPN
sc-1152	397	31	ieee	ieee	NOUN
sc-1152	397	32	trans	tran	NOUN
sc-1152	397	33	,	,	PUNCT
sc-1152	397	34	cloud	cloud	NOUN
sc-1152	397	35	computing	computing	NOUN
sc-1152	397	36	,	,	PUNCT
sc-1152	397	37	(	(	PUNCT
sc-1152	397	38	to	to	PART
sc-1152	397	39	be	be	AUX
sc-1152	397	40	published	publish	VERB
sc-1152	397	41	)	)	PUNCT
sc-1152	397	42	.	.	PUNCT
sc-1152	398	1	[	[	X
sc-1152	398	2	9	9	NUM
sc-1152	398	3	]	]	PUNCT
sc-1152	398	4	m.	m.	NOUN
sc-1152	398	5	chiang	chiang	PROPN
sc-1152	398	6	and	and	CCONJ
sc-1152	398	7	t.	t.	PROPN
sc-1152	398	8	zhang	zhang	PROPN
sc-1152	398	9	,	,	PUNCT
sc-1152	398	10	―fog	―fog	PROPN
sc-1152	398	11	and	and	CCONJ
sc-1152	398	12	iot	iot	PROPN
sc-1152	398	13	:	:	PUNCT
sc-1152	398	14	an	an	DET
sc-1152	398	15	overview	overview	NOUN
sc-1152	398	16	of	of	ADP
sc-1152	398	17	research	research	NOUN
sc-1152	398	18	opportunities,‖	opportunities,‖	PROPN
sc-1152	398	19	ieee	ieee	NOUN
sc-1152	398	20	internet	internet	NOUN
sc-1152	398	21	of	of	ADP
sc-1152	398	22	things	thing	NOUN
sc-1152	398	23	journal	journal	PROPN
sc-1152	398	24	.	.	PUNCT
sc-1152	398	25	,	,	PUNCT
sc-1152	398	26	vol	vol	NOUN
sc-1152	398	27	.	.	PROPN
sc-1152	399	1	3	3	NUM
sc-1152	399	2	,	,	PUNCT
sc-1152	399	3	no	no	INTJ
sc-1152	399	4	.	.	NOUN
sc-1152	399	5	6	6	NUM
sc-1152	399	6	,	,	PUNCT
sc-1152	399	7	pp	pp	ADJ
sc-1152	399	8	.	.	PUNCT
sc-1152	400	1	854–864	854–864	NUM
sc-1152	400	2	,	,	PUNCT
sc-1152	400	3	2016	2016	NUM
sc-1152	400	4	.	.	PUNCT
sc-1152	401	1	[	[	X
sc-1152	401	2	10	10	NUM
sc-1152	401	3	]	]	PUNCT
sc-1152	401	4	a.	a.	NOUN
sc-1152	401	5	pang	pang	PROPN
sc-1152	401	6	,	,	PUNCT
sc-1152	401	7	w.	w.	PROPN
sc-1152	401	8	chung	chung	PROPN
sc-1152	401	9	,	,	PUNCT
sc-1152	401	10	t.	t.	PROPN
sc-1152	401	11	chiu	chiu	PROPN
sc-1152	401	12	,	,	PUNCT
sc-1152	401	13	and	and	CCONJ
sc-1152	401	14	j.	j.	PROPN
sc-1152	401	15	zhang	zhang	PROPN
sc-1152	401	16	,	,	PUNCT
sc-1152	401	17	―latency	―latency	NOUN
sc-1152	401	18	-	-	PUNCT
sc-1152	401	19	driven	drive	VERB
sc-1152	401	20	cooperative	cooperative	ADJ
sc-1152	401	21	task	task	NOUN
sc-1152	401	22	computing	computing	NOUN
sc-1152	401	23	in	in	ADP
sc-1152	401	24	multi	multi	ADJ
sc-1152	401	25	-	-	PROPN
sc-1152	401	26	user	user	ADJ
sc-1152	401	27	fog	fog	PROPN
sc-1152	401	28	-	-	PUNCT
sc-1152	401	29	radio	radio	NOUN
sc-1152	401	30	access	access	NOUN
sc-1152	401	31	networks,‖	networks,‖	PROPN
sc-1152	401	32	ieee	ieee	NOUN
sc-1152	401	33	37th	37th	ADJ
sc-1152	401	34	international	international	ADJ
sc-1152	401	35	conference	conference	NOUN
sc-1152	401	36	on	on	ADP
sc-1152	401	37	distributed	distribute	VERB
sc-1152	401	38	computing	computing	NOUN
sc-1152	401	39	systems	system	NOUN
sc-1152	401	40	(	(	PUNCT
sc-1152	401	41	icdcs	icdcs	NOUN
sc-1152	401	42	)	)	PUNCT
sc-1152	401	43	,	,	PUNCT
sc-1152	401	44	atlanta	atlanta	PROPN
sc-1152	401	45	,	,	PUNCT
sc-1152	401	46	ga	ga	PROPN
sc-1152	401	47	,	,	PUNCT
sc-1152	401	48	usa	usa	PROPN
sc-1152	401	49	,	,	PUNCT
sc-1152	401	50	pp	pp	PROPN
sc-1152	401	51	.	.	PUNCT
sc-1152	401	52	1647–1656	1647–1656	NUM
sc-1152	401	53	,	,	PUNCT
sc-1152	401	54	2017	2017	NUM
sc-1152	401	55	.	.	PUNCT
sc-1152	402	1	[	[	X
sc-1152	402	2	11	11	NUM
sc-1152	402	3	]	]	X
sc-1152	402	4	h.	h.	PROPN
sc-1152	402	5	gupta	gupta	PROPN
sc-1152	402	6	,	,	PUNCT
sc-1152	402	7	a.	a.	PROPN
sc-1152	402	8	v.	v.	PROPN
sc-1152	402	9	dastjerdi	dastjerdi	PROPN
sc-1152	402	10	,	,	PUNCT
sc-1152	402	11	s.	s.	PROPN
sc-1152	402	12	k.	k.	PROPN
sc-1152	402	13	ghosh	ghosh	PROPN
sc-1152	402	14	,	,	PUNCT
sc-1152	402	15	and	and	CCONJ
sc-1152	402	16	r.	r.	PROPN
sc-1152	402	17	buyya	buyya	PROPN
sc-1152	402	18	,	,	PUNCT
sc-1152	402	19	―ifogsim	―ifogsim	PROPN
sc-1152	402	20	:	:	PUNCT
sc-1152	402	21	a	a	DET
sc-1152	402	22	toolkit	toolkit	NOUN
sc-1152	402	23	for	for	ADP
sc-1152	402	24	modeling	modeling	NOUN
sc-1152	402	25	and	and	CCONJ
sc-1152	402	26	simulation	simulation	NOUN
sc-1152	402	27	of	of	ADP
sc-1152	402	28	resource	resource	NOUN
sc-1152	402	29	management	management	NOUN
sc-1152	402	30	techniques	technique	NOUN
sc-1152	402	31	in	in	ADP
sc-1152	402	32	internet	internet	NOUN
sc-1152	402	33	of	of	ADP
sc-1152	402	34	things	thing	NOUN
sc-1152	402	35	,	,	PUNCT
sc-1152	402	36	edge	edge	NOUN
sc-1152	402	37	and	and	CCONJ
sc-1152	402	38	fog	fog	NOUN
sc-1152	402	39	computing	compute	VERB
sc-1152	402	40	environments	environment	NOUN
sc-1152	402	41	‖	‖	VERB
sc-1152	402	42	arxiv:1606.02007	arxiv:1606.02007	ADJ
sc-1152	402	43	,	,	PUNCT
sc-1152	402	44	tech	tech	NOUN
sc-1152	402	45	.	.	PUNCT
sc-1152	403	1	report	report	VERB
sc-1152	403	2	clouds	cloud	NOUN
sc-1152	403	3	-	-	PUNCT
sc-1152	403	4	tr2016	tr2016	PROPN
sc-1152	403	5	-	-	PUNCT
sc-1152	403	6	2	2	NUM
sc-1152	403	7	,	,	PUNCT
sc-1152	403	8	cloud	cloud	NOUN
sc-1152	403	9	computing	computing	NOUN
sc-1152	403	10	and	and	CCONJ
sc-1152	403	11	distributed	distribute	VERB
sc-1152	403	12	systems	system	NOUN
sc-1152	403	13	laboratory	laboratory	NOUN
sc-1152	403	14	,	,	PUNCT
sc-1152	403	15	univ	univ	PROPN
sc-1152	403	16	.	.	PROPN
sc-1152	403	17	of	of	ADP
sc-1152	403	18	melbourne	melbourne	PROPN
sc-1152	403	19	,	,	PUNCT
sc-1152	403	20	2016	2016	NUM
sc-1152	403	21	pp	pp	NOUN
sc-1152	403	22	.	.	PUNCT
sc-1152	404	1	1–22	1–22	PROPN
sc-1152	404	2	,	,	PUNCT
sc-1152	404	3	2016	2016	NUM
sc-1152	404	4	.	.	PUNCT
sc-1152	405	1	[	[	X
sc-1152	405	2	12	12	NUM
sc-1152	405	3	]	]	X
sc-1152	405	4	d.	d.	PROPN
sc-1152	405	5	kwon	kwon	PROPN
sc-1152	405	6	and	and	CCONJ
sc-1152	405	7	m.	m.	PROPN
sc-1152	405	8	r.	r.	PROPN
sc-1152	405	9	hodkiewicz	hodkiewicz	PROPN
sc-1152	405	10	,	,	PUNCT
sc-1152	405	11	―iot	―iot	PROPN
sc-1152	405	12	-	-	PUNCT
sc-1152	405	13	based	base	VERB
sc-1152	405	14	prognostics	prognostic	NOUN
sc-1152	405	15	and	and	CCONJ
sc-1152	405	16	systems	system	NOUN
sc-1152	405	17	health	health	NOUN
sc-1152	405	18	management	management	NOUN
sc-1152	405	19	for	for	ADP
sc-1152	405	20	industrial	industrial	ADJ
sc-1152	405	21	applications,‖	applications,‖	PROPN
sc-1152	405	22	special	special	ADJ
sc-1152	405	23	section	section	NOUN
sc-1152	405	24	on	on	ADP
sc-1152	405	25	trends	trend	NOUN
sc-1152	405	26	and	and	CCONJ
sc-1152	405	27	advances	advance	NOUN
sc-1152	405	28	for	for	ADP
sc-1152	405	29	ambient	ambient	ADJ
sc-1152	405	30	intelligence	intelligence	NOUN
sc-1152	405	31	with	with	ADP
sc-1152	405	32	internet	internet	NOUN
sc-1152	405	33	of	of	ADP
sc-1152	405	34	things	thing	NOUN
sc-1152	405	35	(	(	PUNCT
sc-1152	405	36	iot	iot	NOUN
sc-1152	405	37	)	)	PUNCT
sc-1152	405	38	systems	system	NOUN
sc-1152	405	39	,	,	PUNCT
sc-1152	405	40	ieee	ieee	NOUN
sc-1152	405	41	access	access	NOUN
sc-1152	405	42	,	,	PUNCT
sc-1152	405	43	pp	pp	X
sc-1152	405	44	.	.	PUNCT
sc-1152	406	1	3659–3670	3659–3670	NUM
sc-1152	406	2	,	,	PUNCT
sc-1152	406	3	2016	2016	NUM
sc-1152	406	4	.	.	PUNCT
sc-1152	407	1	[	[	X
sc-1152	407	2	13	13	NUM
sc-1152	407	3	]	]	X
sc-1152	407	4	c.	c.	PROPN
sc-1152	407	5	perera	perera	PROPN
sc-1152	407	6	,	,	PUNCT
sc-1152	407	7	y.	y.	PROPN
sc-1152	407	8	qin	qin	PROPN
sc-1152	407	9	,	,	PUNCT
sc-1152	407	10	j.	j.	PROPN
sc-1152	407	11	c.	c.	PROPN
sc-1152	407	12	estrella	estrella	PROPN
sc-1152	407	13	,	,	PUNCT
sc-1152	407	14	s.	s.	PROPN
sc-1152	407	15	reiff	reiff	NOUN
sc-1152	407	16	-	-	PUNCT
sc-1152	407	17	marganiec	marganiec	NOUN
sc-1152	407	18	,	,	PUNCT
sc-1152	407	19	and	and	CCONJ
sc-1152	407	20	a.	a.	PROPN
sc-1152	407	21	v.	v.	PROPN
sc-1152	407	22	vasilakos	vasilakos	PROPN
sc-1152	407	23	,	,	PUNCT
sc-1152	407	24	―fog	―fog	PROPN
sc-1152	407	25	computing	computing	NOUN
sc-1152	407	26	for	for	ADP
sc-1152	407	27	sustainable	sustainable	ADJ
sc-1152	407	28	smart	smart	ADJ
sc-1152	407	29	cities	city	NOUN
sc-1152	407	30	:	:	PUNCT
sc-1152	407	31	a	a	DET
sc-1152	407	32	survey,‖	survey,‖	PROPN
sc-1152	407	33	acm	acm	NOUN
sc-1152	407	34	computing	computing	NOUN
sc-1152	407	35	surveys	survey	NOUN
sc-1152	407	36	2017	2017	NUM
sc-1152	407	37	(	(	PUNCT
sc-1152	407	38	to	to	PART
sc-1152	407	39	be	be	AUX
sc-1152	407	40	published	publish	VERB
sc-1152	407	41	)	)	PUNCT
sc-1152	407	42	.	.	PUNCT
sc-1152	408	1	[	[	X
sc-1152	408	2	14	14	NUM
sc-1152	408	3	]	]	PUNCT
sc-1152	408	4	k.	k.	PROPN
sc-1152	408	5	birman	birman	PROPN
sc-1152	408	6	,	,	PUNCT
sc-1152	408	7	l.	l.	PROPN
sc-1152	408	8	ganesh	ganesh	PROPN
sc-1152	408	9	,	,	PUNCT
sc-1152	408	10	and	and	CCONJ
sc-1152	408	11	r.	r.	PROPN
sc-1152	408	12	renesse	renesse	PROPN
sc-1152	408	13	,	,	PUNCT
sc-1152	408	14	―running	―runne	VERB
sc-1152	408	15	smart	smart	ADJ
sc-1152	408	16	grid	grid	NOUN
sc-1152	408	17	control	control	NOUN
sc-1152	408	18	software	software	NOUN
sc-1152	408	19	on	on	ADP
sc-1152	408	20	cloud	cloud	NOUN
sc-1152	408	21	computing	compute	VERB
sc-1152	408	22	architectures,‖	architectures,‖	PROPN
sc-1152	408	23	proc	proc	NOUN
sc-1152	408	24	.	.	PUNCT
sc-1152	409	1	work	work	NOUN
sc-1152	409	2	.	.	PUNCT
sc-1152	410	1	comput	comput	NOUN
sc-1152	410	2	.	.	PUNCT
sc-1152	411	1	needs	need	VERB
sc-1152	411	2	next	next	ADJ
sc-1152	411	3	gener	gener	PROPN
sc-1152	411	4	.	.	PUNCT
sc-1152	412	1	electr	electr	PROPN
sc-1152	412	2	.	.	PUNCT
sc-1152	413	1	grid	grid	NOUN
sc-1152	413	2	,	,	PUNCT
sc-1152	413	3	pp	pp	PROPN
sc-1152	413	4	.	.	PUNCT
sc-1152	414	1	1–28	1–28	NOUN
sc-1152	414	2	,	,	PUNCT
sc-1152	414	3	2011	2011	NUM
sc-1152	414	4	.	.	PUNCT
sc-1152	415	1	[	[	X
sc-1152	415	2	15	15	NUM
sc-1152	415	3	]	]	X
sc-1152	415	4	o.	o.	NOUN
sc-1152	415	5	osanaiye	osanaiye	PROPN
sc-1152	415	6	,	,	PUNCT
sc-1152	415	7	s.	s.	PROPN
sc-1152	415	8	chen	chen	PROPN
sc-1152	415	9	,	,	PUNCT
sc-1152	415	10	z.	z.	PROPN
sc-1152	415	11	yan	yan	PROPN
sc-1152	415	12	,	,	PUNCT
sc-1152	415	13	r.	r.	PROPN
sc-1152	415	14	lu	lu	PROPN
sc-1152	415	15	,	,	PUNCT
sc-1152	415	16	k.-k	k.-k	PROPN
sc-1152	415	17	.	.	PUNCT
sc-1152	416	1	r.	r.	PROPN
sc-1152	416	2	choo	choo	PROPN
sc-1152	416	3	,	,	PUNCT
sc-1152	416	4	and	and	CCONJ
sc-1152	416	5	m.	m.	NOUN
sc-1152	416	6	dlodlo	dlodlo	NOUN
sc-1152	416	7	,	,	PUNCT
sc-1152	416	8	―from	―from	ADP
sc-1152	416	9	cloud	cloud	NOUN
sc-1152	416	10	to	to	ADP
sc-1152	416	11	fog	fog	PROPN
sc-1152	416	12	computing	computing	NOUN
sc-1152	416	13	:	:	PUNCT
sc-1152	416	14	a	a	DET
sc-1152	416	15	review	review	NOUN
sc-1152	416	16	and	and	CCONJ
sc-1152	416	17	a	a	DET
sc-1152	416	18	conceptual	conceptual	ADJ
sc-1152	416	19	live	live	NOUN
sc-1152	416	20	vm	vm	PROPN
sc-1152	416	21	migration	migration	NOUN
sc-1152	416	22	framework,‖	framework,‖	PROPN
sc-1152	416	23	ieee	ieee	NOUN
sc-1152	416	24	access	access	NOUN
sc-1152	416	25	,	,	PUNCT
sc-1152	416	26	vol	vol	NOUN
sc-1152	416	27	.	.	PROPN
sc-1152	416	28	5	5	NUM
sc-1152	416	29	,	,	PUNCT
sc-1152	416	30	pp	pp	ADJ
sc-1152	416	31	.	.	PUNCT
sc-1152	416	32	8284–8300	8284–8300	NUM
sc-1152	416	33	,	,	PUNCT
sc-1152	416	34	2017	2017	NUM
sc-1152	416	35	.	.	PUNCT
sc-1152	417	1	[	[	X
sc-1152	417	2	16	16	NUM
sc-1152	417	3	]	]	PUNCT
sc-1152	417	4	s.	s.	PROPN
sc-1152	417	5	yi	yi	PROPN
sc-1152	417	6	,	,	PUNCT
sc-1152	417	7	c.	c.	PROPN
sc-1152	417	8	li	li	PROPN
sc-1152	417	9	,	,	PUNCT
sc-1152	417	10	and	and	CCONJ
sc-1152	417	11	q.	q.	PROPN
sc-1152	417	12	li	li	PROPN
sc-1152	417	13	,	,	PUNCT
sc-1152	417	14	―a	―a	PROPN
sc-1152	417	15	survey	survey	NOUN
sc-1152	417	16	of	of	ADP
sc-1152	417	17	fog	fog	PROPN
sc-1152	417	18	computing	computing	NOUN
sc-1152	417	19	 	 	SPACE
sc-1152	417	20	:	:	PUNCT
sc-1152	417	21	concepts	concept	NOUN
sc-1152	417	22	,	,	PUNCT
sc-1152	417	23	applications	application	NOUN
sc-1152	417	24	and	and	CCONJ
sc-1152	417	25	issues,‖	issues,‖	PROPN
sc-1152	417	26	proceedings	proceeding	NOUN
sc-1152	417	27	of	of	ADP
sc-1152	417	28	the	the	DET
sc-1152	417	29	2015	2015	NUM
sc-1152	417	30	workshop	workshop	NOUN
sc-1152	417	31	on	on	ADP
sc-1152	417	32	mobile	mobile	ADJ
sc-1152	417	33	big	big	ADJ
sc-1152	417	34	data	datum	NOUN
sc-1152	417	35	,	,	PUNCT
sc-1152	417	36	pp	pp	ADV
sc-1152	417	37	37	37	NUM
sc-1152	417	38	-	-	SYM
sc-1152	417	39	42	42	NUM
sc-1152	417	40	,	,	PUNCT
sc-1152	417	41	hangzhou	hangzhou	PROPN
sc-1152	417	42	,	,	PUNCT
sc-1152	417	43	china	china	PROPN
sc-1152	417	44	—	—	PUNCT
sc-1152	417	45	june	june	PROPN
sc-1152	417	46	21	21	NUM
sc-1152	417	47	21	21	NUM
sc-1152	417	48	,	,	PUNCT
sc-1152	417	49	2015	2015	NUM
sc-1152	417	50	.	.	PUNCT
sc-1152	418	1	[	[	X
sc-1152	418	2	17	17	NUM
sc-1152	418	3	]	]	PUNCT
sc-1152	418	4	m.	m.	NOUN
sc-1152	418	5	taneja	taneja	PROPN
sc-1152	418	6	and	and	CCONJ
sc-1152	418	7	a.	a.	PROPN
sc-1152	418	8	davy	davy	PROPN
sc-1152	418	9	,	,	PUNCT
sc-1152	418	10	―resource	―resource	ADJ
sc-1152	418	11	aware	aware	ADJ
sc-1152	418	12	placement	placement	NOUN
sc-1152	418	13	of	of	ADP
sc-1152	418	14	data	datum	NOUN
sc-1152	418	15	analytics	analytic	NOUN
sc-1152	418	16	platform	platform	NOUN
sc-1152	418	17	in	in	ADP
sc-1152	418	18	fog	fog	PROPN
sc-1152	418	19	computing,‖	computing,‖	PROPN
sc-1152	418	20	procedia	procedia	NOUN
sc-1152	418	21	comput	comput	NOUN
sc-1152	418	22	.	.	PUNCT
sc-1152	419	1	sci	sci	PROPN
sc-1152	419	2	.	.	PROPN
sc-1152	419	3	,	,	PUNCT
sc-1152	419	4	vol	vol	NOUN
sc-1152	419	5	.	.	PROPN
sc-1152	420	1	97	97	NUM
sc-1152	420	2	,	,	PUNCT
sc-1152	420	3	pp	pp	ADJ
sc-1152	420	4	.	.	PUNCT
sc-1152	421	1	153–156	153–156	NUM
sc-1152	421	2	,	,	PUNCT
sc-1152	421	3	2016	2016	NUM
sc-1152	421	4	.	.	PUNCT
sc-1152	422	1	[	[	X
sc-1152	422	2	18	18	NUM
sc-1152	422	3	]	]	PUNCT
sc-1152	422	4	l.	l.	PROPN
sc-1152	422	5	jiang	jiang	PROPN
sc-1152	422	6	,	,	PUNCT
sc-1152	422	7	l.	l.	PROPN
sc-1152	422	8	da	da	PROPN
sc-1152	422	9	xu	xu	PROPN
sc-1152	422	10	,	,	PUNCT
sc-1152	422	11	h.	h.	PROPN
sc-1152	422	12	cai	cai	PROPN
sc-1152	422	13	,	,	PUNCT
sc-1152	422	14	z.	z.	PROPN
sc-1152	422	15	jiang	jiang	PROPN
sc-1152	422	16	,	,	PUNCT
sc-1152	422	17	f.	f.	PROPN
sc-1152	422	18	bu	bu	PROPN
sc-1152	422	19	,	,	PUNCT
sc-1152	422	20	and	and	CCONJ
sc-1152	422	21	b.	b.	PROPN
sc-1152	422	22	xu	xu	PROPN
sc-1152	422	23	,	,	PUNCT
sc-1152	422	24	―an	―an	PROPN
sc-1152	422	25	iotoriented	iotoriente	VERB
sc-1152	422	26	data	datum	NOUN
sc-1152	422	27	storage	storage	NOUN
sc-1152	422	28	framework	framework	NOUN
sc-1152	422	29	in	in	ADP
sc-1152	422	30	cloud	cloud	NOUN
sc-1152	422	31	computing	compute	VERB
sc-1152	422	32	platform,‖	platform,‖	PROPN
sc-1152	422	33	ieee	ieee	NOUN
sc-1152	422	34	trans	trans	PROPN
sc-1152	422	35	,	,	PUNCT
sc-1152	422	36	industrial	industrial	ADJ
sc-1152	422	37	informatics	informatic	NOUN
sc-1152	422	38	,	,	PUNCT
sc-1152	422	39	vol	vol	NOUN
sc-1152	422	40	.	.	PROPN
sc-1152	423	1	10	10	NUM
sc-1152	423	2	,	,	PUNCT
sc-1152	423	3	no	no	INTJ
sc-1152	423	4	.	.	NOUN
sc-1152	423	5	2	2	NUM
sc-1152	423	6	,	,	PUNCT
sc-1152	423	7	pp	pp	ADJ
sc-1152	423	8	.	.	PUNCT
sc-1152	424	1	1443–1451	1443–1451	NUM
sc-1152	424	2	,	,	PUNCT
sc-1152	424	3	2014	2014	NUM
sc-1152	424	4	.	.	PUNCT
sc-1152	425	1	[	[	X
sc-1152	425	2	19	19	NUM
sc-1152	425	3	]	]	PUNCT
sc-1152	425	4	a	a	DET
sc-1152	425	5	zanella	zanella	NOUN
sc-1152	425	6	,	,	PUNCT
sc-1152	425	7	n.	n.	NOUN
sc-1152	425	8	bui	bui	PROPN
sc-1152	425	9	,	,	PUNCT
sc-1152	425	10	a	a	DET
sc-1152	425	11	castellani	castellani	PROPN
sc-1152	425	12	,	,	PUNCT
sc-1152	425	13	l.	l.	PROPN
sc-1152	425	14	vangelista	vangelista	PROPN
sc-1152	425	15	,	,	PUNCT
sc-1152	425	16	and	and	CCONJ
sc-1152	425	17	m.	m.	NOUN
sc-1152	425	18	zorzi	zorzi	NOUN
sc-1152	425	19	,	,	PUNCT
sc-1152	425	20	―internet	―internet	PROPN
sc-1152	425	21	of	of	ADP
sc-1152	425	22	things	thing	NOUN
sc-1152	425	23	for	for	ADP
sc-1152	425	24	smart	smart	ADJ
sc-1152	425	25	cities,‖	cities,‖	PROPN
sc-1152	425	26	ieee	ieee	NOUN
sc-1152	425	27	internet	internet	NOUN
sc-1152	425	28	things	thing	NOUN
sc-1152	425	29	journal	journal	PROPN
sc-1152	425	30	.	.	PUNCT
sc-1152	425	31	,	,	PUNCT
sc-1152	425	32	vol	vol	NOUN
sc-1152	425	33	.	.	PROPN
sc-1152	425	34	1	1	NUM
sc-1152	425	35	,	,	PUNCT
sc-1152	425	36	no	no	INTJ
sc-1152	425	37	.	.	NOUN
sc-1152	425	38	1	1	NUM
sc-1152	425	39	,	,	PUNCT
sc-1152	425	40	pp	pp	ADJ
sc-1152	425	41	.	.	PUNCT
sc-1152	426	1	22–32	22–32	NUM
sc-1152	426	2	,	,	PUNCT
sc-1152	426	3	2014	2014	NUM
sc-1152	426	4	.	.	PUNCT
sc-1152	427	1	[	[	X
sc-1152	427	2	20	20	NUM
sc-1152	427	3	]	]	PUNCT
sc-1152	427	4	f.	f.	PROPN
sc-1152	427	5	tao	tao	PROPN
sc-1152	427	6	,	,	PUNCT
sc-1152	427	7	y.	y.	PROPN
sc-1152	427	8	cheng	cheng	PROPN
sc-1152	427	9	,	,	PUNCT
sc-1152	427	10	l.	l.	PROPN
sc-1152	427	11	da	da	PROPN
sc-1152	427	12	xu	xu	PROPN
sc-1152	427	13	,	,	PUNCT
sc-1152	427	14	l.	l.	PROPN
sc-1152	427	15	zhang	zhang	PROPN
sc-1152	427	16	,	,	PUNCT
sc-1152	427	17	and	and	CCONJ
sc-1152	427	18	b.	b.	PROPN
sc-1152	427	19	h.	h.	PROPN
sc-1152	427	20	li	li	PROPN
sc-1152	427	21	,	,	PUNCT
sc-1152	427	22	―cciotcmfg	―cciotcmfg	PROPN
sc-1152	427	23	:	:	PUNCT
sc-1152	427	24	cloud	cloud	NOUN
sc-1152	427	25	computing	computing	NOUN
sc-1152	427	26	and	and	CCONJ
sc-1152	427	27	internet	internet	NOUN
sc-1152	427	28	of	of	ADP
sc-1152	427	29	things	thing	NOUN
sc-1152	427	30	-	-	PUNCT
sc-1152	427	31	based	base	VERB
sc-1152	427	32	cloud	cloud	NOUN
sc-1152	427	33	manufacturing	manufacturing	NOUN
sc-1152	427	34	service	service	NOUN
sc-1152	427	35	system,‖	system,‖	PROPN
sc-1152	427	36	ieee	ieee	PROPN
sc-1152	427	37	trans	trans	PROPN
sc-1152	427	38	,	,	PUNCT
sc-1152	427	39	industrial	industrial	ADJ
sc-1152	427	40	informatics	informatic	NOUN
sc-1152	427	41	,	,	PUNCT
sc-1152	427	42	vol	vol	NOUN
sc-1152	427	43	.	.	PROPN
sc-1152	427	44	10	10	NUM
sc-1152	427	45	,	,	PUNCT
sc-1152	427	46	no	no	INTJ
sc-1152	427	47	.	.	NOUN
sc-1152	427	48	2	2	NUM
sc-1152	427	49	,	,	PUNCT
sc-1152	427	50	pp	pp	ADJ
sc-1152	427	51	.	.	PUNCT
sc-1152	428	1	1435–1442	1435–1442	NUM
sc-1152	428	2	,	,	PUNCT
sc-1152	428	3	2014	2014	NUM
sc-1152	428	4	.	.	PUNCT
sc-1152	429	1	[	[	X
sc-1152	429	2	21	21	NUM
sc-1152	429	3	]	]	X
sc-1152	429	4	ye	ye	PROPN
sc-1152	429	5	yan	yan	PROPN
sc-1152	429	6	,	,	PUNCT
sc-1152	429	7	yi	yi	PROPN
sc-1152	429	8	qian	qian	PROPN
sc-1152	429	9	,	,	PUNCT
sc-1152	429	10	hamid	hamid	PROPN
sc-1152	429	11	sharif	sharif	PROPN
sc-1152	429	12	,	,	PUNCT
sc-1152	429	13	and	and	CCONJ
sc-1152	429	14	david	david	PROPN
sc-1152	429	15	tipper	tipper	PROPN
sc-1152	429	16	,	,	PUNCT
sc-1152	429	17	―a	―a	PROPN
sc-1152	429	18	survey	survey	NOUN
sc-1152	429	19	on	on	ADP
sc-1152	429	20	smart	smart	ADJ
sc-1152	429	21	grid	grid	NOUN
sc-1152	429	22	communication	communication	NOUN
sc-1152	429	23	infrastructures	infrastructure	NOUN
sc-1152	429	24	 	 	SPACE
sc-1152	429	25	:	:	PUNCT
sc-1152	429	26	motivations	motivation	NOUN
sc-1152	429	27	,	,	PUNCT
sc-1152	429	28	requirements	requirement	NOUN
sc-1152	429	29	and	and	CCONJ
sc-1152	429	30	challenges	challenge	VERB
sc-1152	429	31	a	a	DET
sc-1152	429	32	survey	survey	NOUN
sc-1152	429	33	on	on	ADP
sc-1152	429	34	smart	smart	ADJ
sc-1152	429	35	grid	grid	NOUN
sc-1152	429	36	communication	communication	NOUN
sc-1152	429	37	infrastructures	infrastructure	NOUN
sc-1152	429	38	 	 	SPACE
sc-1152	429	39	:	:	PUNCT
sc-1152	429	40	motivations	motivation	NOUN
sc-1152	429	41	,	,	PUNCT
sc-1152	429	42	requirements	requirement	NOUN
sc-1152	429	43	and	and	CCONJ
sc-1152	429	44	challenges,‖	challenges,‖	PROPN
sc-1152	429	45	ieee	ieee	NOUN
sc-1152	429	46	coomunication	coomunication	NOUN
sc-1152	429	47	surveys	survey	NOUN
sc-1152	429	48	&	&	CCONJ
sc-1152	429	49	tutorials	tutorial	NOUN
sc-1152	429	50	,	,	PUNCT
sc-1152	429	51	vol	vol	NOUN
sc-1152	429	52	.	.	PROPN
sc-1152	429	53	15	15	NUM
sc-1152	429	54	,	,	PUNCT
sc-1152	429	55	no.1	no.1	NUM
sc-1152	429	56	,	,	PUNCT
sc-1152	429	57	first2013	first2013	PROPN
sc-1152	429	58	pp	pp	NOUN
sc-1152	429	59	.	.	PUNCT
sc-1152	430	1	1–16	1–16	NOUN
sc-1152	430	2	,	,	PUNCT
sc-1152	430	3	2013	2013	NUM
sc-1152	430	4	.	.	PUNCT
sc-1152	431	1	[	[	X
sc-1152	431	2	22	22	NUM
sc-1152	431	3	]	]	PUNCT
sc-1152	431	4	k.	k.	PROPN
sc-1152	431	5	akkaya	akkaya	PROPN
sc-1152	431	6	,	,	PUNCT
sc-1152	431	7	a.	a.	PROPN
sc-1152	431	8	s.	s.	PROPN
sc-1152	431	9	uluagac	uluagac	PROPN
sc-1152	431	10	,	,	PUNCT
sc-1152	431	11	a.	a.	NOUN
sc-1152	431	12	aydeger	aydeger	NOUN
sc-1152	431	13	,	,	PUNCT
sc-1152	431	14	and	and	CCONJ
sc-1152	431	15	a.	a.	PROPN
sc-1152	431	16	mohan	mohan	PROPN
sc-1152	431	17	,	,	PUNCT
sc-1152	431	18	―secure	―secure	INTJ
sc-1152	431	19	software	software	NOUN
sc-1152	431	20	defined	define	VERB
sc-1152	431	21	networking	network	VERB
sc-1152	431	22	architectures	architecture	NOUN
sc-1152	431	23	for	for	ADP
sc-1152	431	24	the	the	DET
sc-1152	431	25	smart	smart	ADJ
sc-1152	431	26	grid.‖	grid.‖	NOUN
sc-1152	431	27	[	[	X
sc-1152	431	28	23	23	NUM
sc-1152	431	29	]	]	PUNCT
sc-1152	431	30	f.	f.	PROPN
sc-1152	431	31	a.	a.	PROPN
sc-1152	431	32	kraemer	kraemer	PROPN
sc-1152	431	33	,	,	PUNCT
sc-1152	431	34	a.	a.	PROPN
sc-1152	431	35	e.	e.	PROPN
sc-1152	431	36	braten	braten	PROPN
sc-1152	431	37	,	,	PUNCT
sc-1152	431	38	n.	n.	NOUN
sc-1152	431	39	tamkittikhun	tamkittikhun	NOUN
sc-1152	431	40	,	,	PUNCT
sc-1152	431	41	and	and	CCONJ
sc-1152	431	42	d.	d.	PROPN
sc-1152	431	43	palma	palma	PROPN
sc-1152	431	44	,	,	PUNCT
sc-1152	431	45	―fog	―fog	PROPN
sc-1152	431	46	computing	computing	NOUN
sc-1152	431	47	in	in	ADP
sc-1152	431	48	healthcare	healthcare	PROPN
sc-1152	431	49	–	–	PUNCT
sc-1152	431	50	a	a	DET
sc-1152	431	51	review	review	NOUN
sc-1152	431	52	and	and	CCONJ
sc-1152	431	53	discussion,‖	discussion,‖	PROPN
sc-1152	431	54	ieee	ieee	NOUN
sc-1152	431	55	access	access	NOUN
sc-1152	431	56	,	,	PUNCT
sc-1152	431	57	vol	vol	NOUN
sc-1152	431	58	.	.	PROPN
sc-1152	431	59	5	5	NUM
sc-1152	431	60	,	,	PUNCT
sc-1152	431	61	pp	pp	ADJ
sc-1152	431	62	.	.	PUNCT
sc-1152	431	63	9206–9222	9206–9222	NUM
sc-1152	431	64	,	,	PUNCT
sc-1152	431	65	2017	2017	NUM
sc-1152	431	66	.	.	PUNCT
sc-1152	432	1	[	[	X
sc-1152	432	2	24	24	NUM
sc-1152	432	3	]	]	X
sc-1152	432	4	v.	v.	PROPN
sc-1152	432	5	c.	c.	PROPN
sc-1152	432	6	gungor	gungor	PROPN
sc-1152	432	7	et	et	PROPN
sc-1152	432	8	al	al	PROPN
sc-1152	432	9	.	.	PROPN
sc-1152	432	10	,	,	PUNCT
sc-1152	432	11	―a	―a	PROPN
sc-1152	432	12	survey	survey	NOUN
sc-1152	432	13	on	on	ADP
sc-1152	432	14	smart	smart	ADJ
sc-1152	432	15	grid	grid	NOUN
sc-1152	432	16	potential	potential	ADJ
sc-1152	432	17	applications	application	NOUN
sc-1152	432	18	and	and	CCONJ
sc-1152	432	19	communication	communication	NOUN
sc-1152	432	20	requirements,‖	requirements,‖	PROPN
sc-1152	432	21	ieee	ieee	PROPN
sc-1152	432	22	trans	trans	PROPN
sc-1152	432	23	,	,	PUNCT
sc-1152	432	24	industrial	industrial	ADJ
sc-1152	432	25	informatics	informatic	NOUN
sc-1152	432	26	,	,	PUNCT
sc-1152	432	27	vol	vol	NOUN
sc-1152	432	28	.	.	PROPN
sc-1152	432	29	9	9	NUM
sc-1152	432	30	,	,	PUNCT
sc-1152	432	31	no	no	INTJ
sc-1152	432	32	.	.	NOUN
sc-1152	432	33	1	1	NUM
sc-1152	432	34	,	,	PUNCT
sc-1152	432	35	pp	pp	ADJ
sc-1152	432	36	.	.	PUNCT
sc-1152	433	1	28–42	28–42	NUM
sc-1152	433	2	,	,	PUNCT
sc-1152	433	3	2013	2013	NUM
sc-1152	433	4	.	.	PUNCT
sc-1152	434	1	[	[	X
sc-1152	434	2	25	25	NUM
sc-1152	434	3	]	]	PUNCT
sc-1152	434	4	x.	x.	NOUN
sc-1152	434	5	fang	fang	PROPN
sc-1152	434	6	,	,	PUNCT
sc-1152	434	7	s.	s.	PROPN
sc-1152	434	8	misra	misra	PROPN
sc-1152	434	9	,	,	PUNCT
sc-1152	434	10	g.	g.	PROPN
sc-1152	434	11	xue	xue	PROPN
sc-1152	434	12	,	,	PUNCT
sc-1152	434	13	and	and	CCONJ
sc-1152	434	14	d.	d.	PROPN
sc-1152	434	15	yang	yang	PROPN
sc-1152	434	16	,	,	PUNCT
sc-1152	434	17	―smart	―smart	ADP
sc-1152	434	18	grid	grid	NOUN
sc-1152	434	19	—	—	PUNCT
sc-1152	434	20	the	the	DET
sc-1152	434	21	new	new	ADJ
sc-1152	434	22	and	and	CCONJ
sc-1152	434	23	improved	improved	ADJ
sc-1152	434	24	power	power	NOUN
sc-1152	434	25	grid	grid	NOUN
sc-1152	434	26	:	:	PUNCT
sc-1152	434	27	a	a	DET
sc-1152	434	28	survey,‖	survey,‖	PROPN
sc-1152	434	29	ieee	ieee	NOUN
sc-1152	434	30	coomunication	coomunication	NOUN
sc-1152	434	31	surveys	survey	NOUN
sc-1152	434	32	&	&	CCONJ
sc-1152	434	33	tutorials	tutorial	NOUN
sc-1152	434	34	,	,	PUNCT
sc-1152	434	35	vol	vol	NOUN
sc-1152	434	36	.	.	PROPN
sc-1152	434	37	14	14	NUM
sc-1152	434	38	,	,	PUNCT
sc-1152	434	39	no	no	INTJ
sc-1152	434	40	.	.	NOUN
sc-1152	434	41	4	4	NUM
sc-1152	434	42	,	,	PUNCT
sc-1152	434	43	pp	pp	ADJ
sc-1152	434	44	.	.	PUNCT
sc-1152	435	1	944–980	944–980	NUM
sc-1152	435	2	,	,	PUNCT
sc-1152	435	3	2012	2012	NUM
sc-1152	435	4	.	.	PUNCT
sc-1152	436	1	[	[	X
sc-1152	436	2	26	26	NUM
sc-1152	436	3	]	]	PUNCT
sc-1152	436	4	a.	a.	PROPN
sc-1152	436	5	r.	r.	PROPN
sc-1152	436	6	al	al	PROPN
sc-1152	436	7	-	-	PUNCT
sc-1152	436	8	ali	ali	PROPN
sc-1152	436	9	and	and	CCONJ
sc-1152	436	10	r.	r.	PROPN
sc-1152	436	11	aburukba	aburukba	PROPN
sc-1152	436	12	,	,	PUNCT
sc-1152	436	13	―role	―role	NOUN
sc-1152	436	14	of	of	ADP
sc-1152	436	15	internet	internet	NOUN
sc-1152	436	16	of	of	ADP
sc-1152	436	17	things	thing	NOUN
sc-1152	436	18	in	in	ADP
sc-1152	436	19	the	the	DET
sc-1152	436	20	smart	smart	ADJ
sc-1152	436	21	grid	grid	NOUN
sc-1152	436	22	technology,‖	technology,‖	PROPN
sc-1152	436	23	journal	journal	NOUN
sc-1152	436	24	of	of	ADP
sc-1152	436	25	computer	computer	NOUN
sc-1152	436	26	and	and	CCONJ
sc-1152	436	27	communications	communication	NOUN
sc-1152	436	28	.	.	PUNCT
sc-1152	436	29	,	,	PUNCT
sc-1152	436	30	vol	vol	NOUN
sc-1152	436	31	.	.	PROPN
sc-1152	436	32	3	3	NUM
sc-1152	436	33	no	no	NOUN
sc-1152	436	34	.	.	NOUN
sc-1152	436	35	5	5	NUM
sc-1152	436	36	may	may	AUX
sc-1152	436	37	,	,	PUNCT
sc-1152	436	38	pp	pp	ADV
sc-1152	436	39	.	.	PUNCT
sc-1152	437	1	229–233	229–233	NUM
sc-1152	437	2	,	,	PUNCT
sc-1152	437	3	2015	2015	NUM
sc-1152	437	4	.	.	PUNCT
sc-1152	438	1	[	[	X
sc-1152	438	2	27	27	NUM
sc-1152	438	3	]	]	X
sc-1152	438	4	b.	b.	PROPN
sc-1152	438	5	alohali	alohali	PROPN
sc-1152	438	6	,	,	PUNCT
sc-1152	438	7	m.	m.	NOUN
sc-1152	438	8	merabti	merabti	PROPN
sc-1152	438	9	,	,	PUNCT
sc-1152	438	10	and	and	CCONJ
sc-1152	438	11	k.	k.	PROPN
sc-1152	438	12	kifayat	kifayat	PROPN
sc-1152	438	13	,	,	PUNCT
sc-1152	438	14	―a	―a	VERB
sc-1152	438	15	secure	secure	ADJ
sc-1152	438	16	scheme	scheme	NOUN
sc-1152	438	17	for	for	ADP
sc-1152	438	18	a	a	DET
sc-1152	438	19	smart	smart	ADJ
sc-1152	438	20	house	house	NOUN
sc-1152	438	21	based	base	VERB
sc-1152	438	22	on	on	ADP
sc-1152	438	23	cloud	cloud	NOUN
sc-1152	438	24	of	of	ADP
sc-1152	438	25	things	thing	NOUN
sc-1152	438	26	(	(	PUNCT
sc-1152	438	27	cot),‖	cot),‖	NOUN
sc-1152	438	28	6th	6th	ADJ
sc-1152	438	29	comput	comput	NOUN
sc-1152	438	30	.	.	PUNCT
sc-1152	439	1	sci	sci	PROPN
sc-1152	439	2	.	.	PROPN
sc-1152	439	3	electron	electron	PROPN
sc-1152	439	4	.	.	PUNCT
sc-1152	440	1	eng	eng	PROPN
sc-1152	440	2	.	.	PROPN
sc-1152	440	3	conf	conf	PROPN
sc-1152	440	4	.	.	PUNCT
sc-1152	441	1	ceec	ceec	VERB
sc-1152	441	2	2014	2014	NUM
sc-1152	441	3	conf	conf	NOUN
sc-1152	441	4	.	.	PUNCT
sc-1152	442	1	proc	proc	PROPN
sc-1152	442	2	.	.	PROPN
sc-1152	442	3	,	,	PUNCT
sc-1152	443	1	pp	pp	ADP
sc-1152	443	2	.	.	PUNCT
sc-1152	444	1	115–120	115–120	NUM
sc-1152	444	2	,	,	PUNCT
sc-1152	444	3	2014	2014	NUM
sc-1152	444	4	.	.	PUNCT
sc-1152	445	1	[	[	X
sc-1152	445	2	28	28	NUM
sc-1152	445	3	]	]	X
sc-1152	445	4	n.	n.	PROPN
sc-1152	445	5	b.	b.	PROPN
sc-1152	445	6	truong	truong	PROPN
sc-1152	445	7	,	,	PUNCT
sc-1152	445	8	g.	g.	PROPN
sc-1152	445	9	m.	m.	PROPN
sc-1152	445	10	lee	lee	PROPN
sc-1152	445	11	,	,	PUNCT
sc-1152	445	12	a.	a.	NOUN
sc-1152	445	13	m.	m.	PROPN
sc-1152	445	14	crépeau	crépeau	PROPN
sc-1152	445	15	,	,	PUNCT
sc-1152	445	16	and	and	CCONJ
sc-1152	445	17	r.	r.	PROPN
sc-1152	445	18	cedex	cedex	PROPN
sc-1152	445	19	,	,	PUNCT
sc-1152	445	20	―software	―software	VERB
sc-1152	445	21	defined	define	VERB
sc-1152	445	22	networking	networking	NOUN
sc-1152	445	23	-	-	PUNCT
sc-1152	445	24	based	base	VERB
sc-1152	445	25	vehicular	vehicular	ADJ
sc-1152	445	26	adhoc	adhoc	NOUN
sc-1152	445	27	network	network	NOUN
sc-1152	445	28	with	with	ADP
sc-1152	445	29	fog	fog	PROPN
sc-1152	445	30	computing,‖	computing,‖	PROPN
sc-1152	445	31	ifip	ifip	PROPN
sc-1152	445	32	/	/	SYM
sc-1152	445	33	ieee	ieee	NOUN
sc-1152	445	34	international	international	ADJ
sc-1152	445	35	symposium	symposium	NOUN
sc-1152	445	36	on	on	ADP
sc-1152	445	37	integrated	integrate	VERB
sc-1152	445	38	network	network	NOUN
sc-1152	445	39	management	management	NOUN
sc-1152	445	40	(	(	PUNCT
sc-1152	445	41	i	i	NOUN
sc-1152	445	42	m	m	PROPN
sc-1152	445	43	)	)	PUNCT
sc-1152	445	44	,	,	PUNCT
sc-1152	445	45	pp	pp	ADP
sc-1152	445	46	.	.	PUNCT
sc-1152	446	1	1202–1207	1202–1207	NUM
sc-1152	446	2	,	,	PUNCT
sc-1152	446	3	ottawa	ottawa	PROPN
sc-1152	446	4	,	,	PUNCT
sc-1152	446	5	canada	canada	PROPN
sc-1152	446	6	2015	2015	NUM
sc-1152	446	7	.	.	PUNCT
sc-1152	447	1	[	[	X
sc-1152	447	2	29	29	NUM
sc-1152	447	3	]	]	PUNCT
sc-1152	447	4	a.	a.	NOUN
sc-1152	447	5	khalid	khalid	PROPN
sc-1152	447	6	and	and	CCONJ
sc-1152	447	7	m.	m.	PROPN
sc-1152	447	8	shahbaz	shahbaz	PROPN
sc-1152	447	9	,	,	PUNCT
sc-1152	447	10	―service	―service	NOUN
sc-1152	447	11	architecture	architecture	NOUN
sc-1152	447	12	models	model	NOUN
sc-1152	447	13	for	for	ADP
sc-1152	447	14	fog	fog	NOUN
sc-1152	447	15	computing	computing	NOUN
sc-1152	447	16	 	 	SPACE
sc-1152	447	17	:	:	PUNCT
sc-1152	447	18	a	a	DET
sc-1152	447	19	remedy	remedy	NOUN
sc-1152	447	20	for	for	ADP
sc-1152	447	21	latency	latency	NOUN
sc-1152	447	22	issues	issue	NOUN
sc-1152	447	23	in	in	ADP
sc-1152	447	24	data	datum	NOUN
sc-1152	447	25	access	access	NOUN
sc-1152	447	26	from	from	ADP
sc-1152	447	27	clouds,‖	clouds,‖	PROPN
sc-1152	447	28	ksii	ksii	ADJ
sc-1152	447	29	transactions	transaction	NOUN
sc-1152	447	30	on	on	ADP
sc-1152	447	31	internet	internet	NOUN
sc-1152	447	32	&	&	CCONJ
sc-1152	447	33	information	information	NOUN
sc-1152	447	34	systems	system	NOUN
sc-1152	447	35	,	,	PUNCT
sc-1152	447	36	vol	vol	NOUN
sc-1152	447	37	.	.	PROPN
sc-1152	447	38	11	11	NUM
sc-1152	447	39	,	,	PUNCT
sc-1152	447	40	no	no	INTJ
sc-1152	447	41	.	.	NOUN
sc-1152	447	42	4	4	NUM
sc-1152	447	43	,	,	PUNCT
sc-1152	447	44	pp	pp	ADJ
sc-1152	447	45	.	.	PUNCT
sc-1152	448	1	2310–2345	2310–2345	NUM
sc-1152	448	2	,	,	PUNCT
sc-1152	448	3	2017	2017	NUM
sc-1152	448	4	.	.	PUNCT
sc-1152	449	1	30	30	NUM
sc-1152	449	2	.	.	X
sc-1152	450	1	yu	yu	PROPN
sc-1152	450	2	,	,	PUNCT
sc-1152	450	3	b.x	b.x	PROPN
sc-1152	450	4	.	.	PROPN
sc-1152	450	5	,	,	PUNCT
sc-1152	450	6	ieee	ieee	PROPN
sc-1152	450	7	,	,	PUNCT
sc-1152	450	8	f.	f.	PROPN
sc-1152	450	9	,	,	PUNCT
sc-1152	450	10	xue	xue	PROPN
sc-1152	450	11	,	,	PUNCT
sc-1152	450	12	y.	y.	PROPN
sc-1152	450	13	,	,	PUNCT
sc-1152	450	14	and	and	CCONJ
sc-1152	450	15	ieee	ieee	NOUN
sc-1152	450	16	,	,	PUNCT
sc-1152	450	17	m.	m.	NOUN
sc-1152	450	18	(	(	PUNCT
sc-1152	450	19	2016	2016	NUM
sc-1152	450	20	)	)	PUNCT
sc-1152	450	21	smart	smart	ADJ
sc-1152	450	22	grids	grid	NOUN
sc-1152	450	23	 	 	SPACE
sc-1152	450	24	:	:	PUNCT
sc-1152	450	25	a	a	DET
sc-1152	450	26	cyber	cyber	NOUN
sc-1152	450	27	–	–	PUNCT
sc-1152	450	28	physical	physical	ADJ
sc-1152	450	29	systems	system	NOUN
sc-1152	450	30	perspective	perspective	NOUN
sc-1152	450	31	"	"	PUNCT
sc-1152	450	32	,	,	PUNCT
sc-1152	450	33	proceedings	proceeding	NOUN
sc-1152	450	34	of	of	ADP
sc-1152	450	35	the	the	DET
sc-1152	450	36	ieee	ieee	NOUN
sc-1152	450	37	,	,	PUNCT
sc-1152	450	38	pp-1–13	pp-1–13	ADJ
sc-1152	450	39	,	,	PUNCT
sc-1152	450	40	2016	2016	NUM
sc-1152	450	41	.	.	PUNCT
sc-1152	451	1	31	31	NUM
sc-1152	451	2	.	.	PUNCT
sc-1152	452	1	he	he	PRON
sc-1152	452	2	,	,	PUNCT
sc-1152	452	3	w.	w.	PROPN
sc-1152	452	4	,	,	PUNCT
sc-1152	452	5	yan	yan	PROPN
sc-1152	452	6	,	,	PUNCT
sc-1152	452	7	g.	g.	PROPN
sc-1152	452	8	,	,	PUNCT
sc-1152	452	9	xu	xu	PROPN
sc-1152	452	10	,	,	PUNCT
sc-1152	452	11	l.	l.	PROPN
sc-1152	452	12	da	da	PROPN
sc-1152	452	13	,	,	PUNCT
sc-1152	452	14	and	and	CCONJ
sc-1152	452	15	member	member	NOUN
sc-1152	452	16	,	,	PUNCT
sc-1152	452	17	s.	s.	PROPN
sc-1152	452	18	(	(	PUNCT
sc-1152	452	19	2014	2014	NUM
sc-1152	452	20	)	)	PUNCT
sc-1152	452	21	developing	develop	VERB
sc-1152	452	22	vehicular	vehicular	ADJ
sc-1152	452	23	data	datum	NOUN
sc-1152	452	24	cloud	cloud	NOUN
sc-1152	452	25	services	service	NOUN
sc-1152	452	26	in	in	ADP
sc-1152	452	27	the	the	DET
sc-1152	452	28	iot	iot	PROPN
sc-1152	452	29	environment	environment	PROPN
sc-1152	452	30	"	"	PUNCT
sc-1152	452	31	,	,	PUNCT
sc-1152	452	32	ieee	ieee	PROPN
sc-1152	452	33	trans	trans	PROPN
sc-1152	452	34	.	.	PROPN
sc-1152	453	1	indus	indus	PROPN
sc-1152	453	2	.	.	PUNCT
sc-1152	454	1	informatics	informatic	NOUN
sc-1152	454	2	,	,	PUNCT
sc-1152	454	3	10	10	NUM
sc-1152	454	4	(	(	PUNCT
sc-1152	454	5	2	2	NUM
sc-1152	454	6	)	)	PUNCT
sc-1152	454	7	,	,	PUNCT
sc-1152	454	8	1587–1595	1587–1595	NUM
sc-1152	454	9	.	.	PUNCT
sc-1152	455	1	32	32	NUM
sc-1152	455	2	.	.	PUNCT
sc-1152	456	1	hou	hou	NOUN
sc-1152	456	2	,	,	PUNCT
sc-1152	456	3	x.	x.	PROPN
sc-1152	456	4	,	,	PUNCT
sc-1152	456	5	li	li	PROPN
sc-1152	456	6	,	,	PUNCT
sc-1152	456	7	y.	y.	PROPN
sc-1152	456	8	,	,	PUNCT
sc-1152	456	9	chen	chen	PROPN
sc-1152	456	10	,	,	PUNCT
sc-1152	456	11	m.	m.	NOUN
sc-1152	456	12	,	,	PUNCT
sc-1152	456	13	wu	wu	PROPN
sc-1152	456	14	,	,	PUNCT
sc-1152	456	15	d.	d.	PROPN
sc-1152	456	16	,	,	PUNCT
sc-1152	456	17	jin	jin	PROPN
sc-1152	456	18	,	,	PUNCT
sc-1152	456	19	d.	d.	PROPN
sc-1152	456	20	,	,	PUNCT
sc-1152	456	21	and	and	CCONJ
sc-1152	456	22	chen	chen	PROPN
sc-1152	456	23	,	,	PUNCT
sc-1152	456	24	s.	s.	PROPN
sc-1152	456	25	(	(	PUNCT
sc-1152	456	26	2016	2016	NUM
sc-1152	456	27	)	)	PUNCT
sc-1152	456	28	vehicular	vehicular	ADJ
sc-1152	456	29	fog	fog	NOUN
sc-1152	456	30	computing	computing	NOUN
sc-1152	456	31	:	:	PUNCT
sc-1152	456	32	a	a	DET
sc-1152	456	33	viewpoint	viewpoint	NOUN
sc-1152	456	34	of	of	ADP
sc-1152	456	35	vehicles	vehicle	NOUN
sc-1152	456	36	as	as	ADP
sc-1152	456	37	the	the	DET
sc-1152	456	38	infrastructures	infrastructure	NOUN
sc-1152	456	39	.	.	PUNCT
sc-1152	457	1	ieee	ieee	PROPN
sc-1152	457	2	trans	trans	PROPN
sc-1152	457	3	.	.	PUNCT
sc-1152	458	1	veh	veh	PROPN
sc-1152	458	2	.	.	PROPN
sc-1152	458	3	technol	technol	PROPN
sc-1152	458	4	.	.	PROPN
sc-1152	458	5	,	,	PUNCT
sc-1152	458	6	65	65	NUM
sc-1152	458	7	(	(	PUNCT
sc-1152	458	8	6	6	NUM
sc-1152	458	9	)	)	PUNCT
sc-1152	458	10	,	,	PUNCT
sc-1152	458	11	3860–3873	3860–3873	NUM
sc-1152	458	12	.	.	PUNCT
sc-1152	459	1	33	33	NUM
sc-1152	459	2	.	.	PUNCT
sc-1152	460	1	garraghan	garraghan	PROPN
sc-1152	460	2	,	,	PUNCT
sc-1152	460	3	p.	p.	PROPN
sc-1152	460	4	,	,	PUNCT
sc-1152	460	5	lin	lin	PROPN
sc-1152	460	6	,	,	PUNCT
sc-1152	460	7	t.	t.	PROPN
sc-1152	460	8	,	,	PUNCT
sc-1152	460	9	and	and	CCONJ
sc-1152	460	10	rovatsos	rovatsos	NOUN
sc-1152	460	11	,	,	PUNCT
sc-1152	460	12	m.	m.	NOUN
sc-1152	460	13	"	"	PUNCT
sc-1152	460	14	fog	fog	NOUN
sc-1152	460	15	orchestration	orchestration	NOUN
sc-1152	460	16	for	for	ADP
sc-1152	460	17	internet	internet	NOUN
sc-1152	460	18	of	of	ADP
sc-1152	460	19	things	thing	NOUN
sc-1152	460	20	services	service	NOUN
sc-1152	460	21	"	"	PUNCT
sc-1152	460	22	,	,	PUNCT
sc-1152	460	23	ieee	ieee	NOUN
sc-1152	460	24	internet	internet	NOUN
sc-1152	460	25	computing	computing	NOUN
sc-1152	460	26	,	,	PUNCT
sc-1152	460	27	(	(	PUNCT
sc-1152	460	28	2017	2017	NUM
sc-1152	460	29	)	)	PUNCT
sc-1152	460	30	.	.	PUNCT
sc-1152	461	1	34	34	NUM
sc-1152	461	2	.	.	X
sc-1152	462	1	zhang	zhang	PROPN
sc-1152	462	2	,	,	PUNCT
sc-1152	462	3	h.	h.	PROPN
sc-1152	462	4	,	,	PUNCT
sc-1152	462	5	xiao	xiao	PROPN
sc-1152	462	6	,	,	PUNCT
sc-1152	462	7	y.	y.	PROPN
sc-1152	462	8	,	,	PUNCT
sc-1152	462	9	bu	bu	PROPN
sc-1152	462	10	,	,	PUNCT
sc-1152	462	11	s.	s.	PROPN
sc-1152	462	12	,	,	PUNCT
sc-1152	462	13	niyato	niyato	PROPN
sc-1152	462	14	,	,	PUNCT
sc-1152	462	15	d.	d.	PROPN
sc-1152	462	16	,	,	PUNCT
sc-1152	462	17	yu	yu	PROPN
sc-1152	462	18	,	,	PUNCT
sc-1152	462	19	r.	r.	PROPN
sc-1152	462	20	,	,	PUNCT
sc-1152	462	21	and	and	CCONJ
sc-1152	462	22	han	han	PROPN
sc-1152	462	23	,	,	PUNCT
sc-1152	462	24	z.	z.	PROPN
sc-1152	462	25	computing	computing	PROPN
sc-1152	462	26	resource	resource	NOUN
sc-1152	462	27	allocation	allocation	NOUN
sc-1152	462	28	in	in	ADP
sc-1152	462	29	three	three	NUM
sc-1152	462	30	-	-	PUNCT
sc-1152	462	31	tier	tier	NOUN
sc-1152	462	32	iot	iot	PROPN
sc-1152	462	33	fog	fog	PROPN
sc-1152	462	34	networks	network	NOUN
sc-1152	462	35	 	 	SPACE
sc-1152	462	36	:	:	PUNCT
sc-1152	462	37	a	a	DET
sc-1152	462	38	joint	joint	ADJ
sc-1152	462	39	optimization	optimization	NOUN
sc-1152	462	40	approach	approach	NOUN
sc-1152	462	41	combining	combine	VERB
sc-1152	462	42	stackelberg	stackelberg	PROPN
sc-1152	462	43	game	game	NOUN
sc-1152	462	44	and	and	CCONJ
sc-1152	462	45	matching	matching	NOUN
sc-1152	462	46	"	"	PUNCT
sc-1152	462	47	,	,	PUNCT
sc-1152	462	48	ieee	ieee	NOUN
sc-1152	462	49	internet	internet	NOUN
sc-1152	462	50	of	of	ADP
sc-1152	462	51	things	thing	NOUN
sc-1152	462	52	journal	journal	NOUN
sc-1152	462	53	,	,	PUNCT
sc-1152	462	54	1–10	1–10	NOUN
sc-1152	462	55	,	,	PUNCT
sc-1152	462	56	2017	2017	NUM
sc-1152	462	57	.	.	PUNCT
sc-1152	463	1	35	35	NUM
sc-1152	463	2	.	.	X
sc-1152	464	1	okafor	okafor	PROPN
sc-1152	464	2	,	,	PUNCT
sc-1152	464	3	k.c	k.c	PROPN
sc-1152	464	4	.	.	PROPN
sc-1152	464	5	,	,	PUNCT
sc-1152	464	6	achumba	achumba	NOUN
sc-1152	464	7	,	,	PUNCT
sc-1152	464	8	i.e.	i.e.	X
sc-1152	464	9	,	,	PUNCT
sc-1152	464	10	chukwudebe	chukwudebe	PROPN
sc-1152	464	11	,	,	PUNCT
sc-1152	464	12	g.a	g.a	PROPN
sc-1152	464	13	.	.	PROPN
sc-1152	464	14	,	,	PUNCT
sc-1152	464	15	and	and	CCONJ
sc-1152	464	16	ononiwu	ononiwu	ADJ
sc-1152	464	17	,	,	PUNCT
sc-1152	464	18	g.c	g.c	PROPN
sc-1152	464	19	.	.	PROPN
sc-1152	464	20	(	(	PUNCT
sc-1152	464	21	2017	2017	NUM
sc-1152	464	22	)	)	PUNCT
sc-1152	464	23	leveraging	leverage	VERB
sc-1152	464	24	fog	fog	NOUN
sc-1152	464	25	computing	computing	NOUN
sc-1152	464	26	for	for	ADP
sc-1152	464	27	scalable	scalable	ADJ
sc-1152	464	28	iot	iot	NOUN
sc-1152	464	29	datacenter	datacenter	NOUN
sc-1152	464	30	using	use	VERB
sc-1152	464	31	spine	spine	ADJ
sc-1152	464	32	-	-	PUNCT
sc-1152	464	33	leaf	leaf	NOUN
sc-1152	464	34	network	network	NOUN
sc-1152	464	35	topology	topology	NOUN
sc-1152	464	36	.	.	PUNCT
sc-1152	465	1	hindawi	hindawi	ADJ
sc-1152	465	2	journal	journal	PROPN
sc-1152	465	3	of	of	ADP
sc-1152	465	4	electrical	electrical	ADJ
sc-1152	465	5	and	and	CCONJ
sc-1152	465	6	computer	computer	NOUN
sc-1152	465	7	engineering	engineering	NOUN
sc-1152	465	8	volume	volume	NOUN
sc-1152	465	9	pp-1	pp-1	PROPN
sc-1152	465	10	-	-	PUNCT
sc-1152	465	11	11	11	NUM
sc-1152	465	12	,	,	PUNCT
sc-1152	465	13	2017	2017	NUM
sc-1152	465	14	,	,	PUNCT
sc-1152	465	15	36	36	NUM
sc-1152	465	16	.	.	PUNCT
sc-1152	466	1	gubbi	gubbi	PROPN
sc-1152	466	2	,	,	PUNCT
sc-1152	466	3	j.	j.	PROPN
sc-1152	466	4	,	,	PUNCT
sc-1152	466	5	buyya	buyya	PROPN
sc-1152	466	6	,	,	PUNCT
sc-1152	466	7	r.	r.	PROPN
sc-1152	466	8	,	,	PUNCT
sc-1152	466	9	marusic	marusic	NOUN
sc-1152	466	10	,	,	PUNCT
sc-1152	466	11	s.	s.	PROPN
sc-1152	466	12	,	,	PUNCT
sc-1152	466	13	and	and	CCONJ
sc-1152	466	14	palaniswami	palaniswami	ADJ
sc-1152	466	15	,	,	PUNCT
sc-1152	466	16	m.	m.	NOUN
sc-1152	466	17	(	(	PUNCT
sc-1152	466	18	2013	2013	NUM
sc-1152	466	19	)	)	PUNCT
sc-1152	466	20	internet	internet	NOUN
sc-1152	466	21	of	of	ADP
sc-1152	466	22	things	thing	NOUN
sc-1152	466	23	(	(	PUNCT
sc-1152	466	24	iot	iot	NOUN
sc-1152	466	25	):	):	PUNCT
sc-1152	466	26	a	a	DET
sc-1152	466	27	vision	vision	NOUN
sc-1152	466	28	,	,	PUNCT
sc-1152	466	29	architectural	architectural	ADJ
sc-1152	466	30	elements	element	NOUN
sc-1152	466	31	,	,	PUNCT
sc-1152	466	32	and	and	CCONJ
sc-1152	466	33	future	future	ADJ
sc-1152	466	34	directions	direction	NOUN
sc-1152	466	35	.	.	PUNCT
sc-1152	467	1	futur	futur	PROPN
sc-1152	467	2	.	.	PUNCT
sc-1152	467	3	gener	gener	PROPN
sc-1152	467	4	.	.	PUNCT
sc-1152	468	1	comput	comput	PROPN
sc-1152	468	2	.	.	PUNCT
sc-1152	469	1	syst	syst	PROPN
sc-1152	469	2	.	.	PROPN
sc-1152	469	3	,	,	PUNCT
sc-1152	469	4	29	29	NUM
sc-1152	469	5	(	(	PUNCT
sc-1152	469	6	7	7	NUM
sc-1152	469	7	)	)	PUNCT
sc-1152	469	8	,	,	PUNCT
sc-1152	469	9	1645–1660	1645–1660	NUM
sc-1152	469	10	.	.	PROPN
sc-1152	469	11	12	12	NUM
sc-1152	469	12	md	md	PROPN
sc-1152	469	13	.	.	PUNCT
sc-1152	470	1	muzakkir	muzakkir	PROPN
sc-1152	470	2	hussain	hussain	PROPN
sc-1152	470	3	et	et	PROPN
sc-1152	470	4	al	al	PROPN
sc-1152	470	5	.	.	PUNCT
sc-1152	471	1	eai	eai	PROPN
sc-1152	471	2	endorsed	endorse	VERB
sc-1152	471	3	transactions	transaction	NOUN
sc-1152	471	4	on	on	ADP
sc-1152	471	5	smart	smart	ADJ
sc-1152	471	6	cities	city	NOUN
sc-1152	471	7	12	12	NUM
sc-1152	471	8	2017	2017	NUM
sc-1152	471	9	02	02	NUM
sc-1152	471	10	2018	2018	NUM
sc-1152	471	11	|	|	ADV
sc-1152	471	12	volume	volume	NOUN
sc-1152	471	13	2	2	NUM
sc-1152	471	14	|	|	ADV
sc-1152	471	15	issue	issue	VERB
sc-1152	471	16	7	7	NUM
sc-1152	471	17	|	|	ADV
sc-1152	471	18	e3	e3	VERB