id	sid	tid	token	lemma	pos
cana-4231	1	1	communications	communication	NOUN
cana-4231	1	2	on	on	ADP
cana-4231	1	3	applied	apply	VERB
cana-4231	1	4	nonlinear	nonlinear	ADJ
cana-4231	1	5	analysis	analysis	NOUN
cana-4231	1	6	issn	issn	NOUN
cana-4231	1	7	:	:	PUNCT
cana-4231	1	8	1074	1074	NUM
cana-4231	1	9	-	-	PUNCT
cana-4231	1	10	133x	133x	NUM
cana-4231	1	11	vol	vol	NOUN
cana-4231	1	12	32	32	NUM
cana-4231	1	13	no	no	NOUN
cana-4231	1	14	.	.	PUNCT
cana-4231	2	1	9s	9s	NUM
cana-4231	2	2	(	(	PUNCT
cana-4231	2	3	2025	2025	NUM
cana-4231	2	4	)	)	PUNCT
cana-4231	2	5	1574	1574	NUM
cana-4231	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	2	7	using	use	VERB
cana-4231	2	8	smart	smart	ADJ
cana-4231	2	9	management	management	NOUN
cana-4231	2	10	frameworks	framework	NOUN
cana-4231	2	11	to	to	PART
cana-4231	2	12	reduce	reduce	VERB
cana-4231	2	13	memory	memory	NOUN
cana-4231	2	14	fragmentation	fragmentation	NOUN
cana-4231	2	15	in	in	ADP
cana-4231	2	16	iot	iot	PROPN
cana-4231	2	17	based	base	VERB
cana-4231	2	18	embedded	embed	VERB
cana-4231	2	19	system	system	NOUN
cana-4231	2	20	debasis	debasis	NOUN
cana-4231	2	21	behera1,2	behera1,2	PROPN
cana-4231	2	22	*	*	PROPN
cana-4231	2	23	,	,	PUNCT
cana-4231	2	24	suvendu	suvendu	ADJ
cana-4231	2	25	naraya	naraya	PROPN
cana-4231	2	26	mishra2	mishra2	NOUN
cana-4231	2	27	1*department	1*department	NUM
cana-4231	2	28	of	of	ADP
cana-4231	2	29	electrical	electrical	ADJ
cana-4231	2	30	and	and	CCONJ
cana-4231	2	31	electronics	electronic	NOUN
cana-4231	2	32	engineering	engineering	NOUN
cana-4231	2	33	,	,	PUNCT
cana-4231	2	34	c.v	c.v	PROPN
cana-4231	2	35	.	.	PROPN
cana-4231	2	36	raman	raman	PROPN
cana-4231	2	37	global	global	ADJ
cana-4231	2	38	university	university	PROPN
cana-4231	2	39	,	,	PUNCT
cana-4231	2	40	bhubaneswar	bhubaneswar	NOUN
cana-4231	2	41	,	,	PUNCT
cana-4231	2	42	odisha	odisha	PROPN
cana-4231	2	43	.	.	PUNCT
cana-4231	3	1	india	india	PROPN
cana-4231	3	2	,	,	PUNCT
cana-4231	3	3	752054	752054	NUM
cana-4231	4	1	2department	2department	NUM
cana-4231	4	2	of	of	ADP
cana-4231	4	3	electronics	electronic	NOUN
cana-4231	4	4	and	and	CCONJ
cana-4231	4	5	telecommunication	telecommunication	NOUN
cana-4231	4	6	engineering	engineering	NOUN
cana-4231	4	7	,	,	PUNCT
cana-4231	4	8	veer	veer	PROPN
cana-4231	4	9	surendra	surendra	PROPN
cana-4231	4	10	sai	sai	PROPN
cana-4231	4	11	university	university	PROPN
cana-4231	4	12	of	of	ADP
cana-4231	4	13	technology	technology	NOUN
cana-4231	4	14	,	,	PUNCT
cana-4231	4	15	burla	burla	PROPN
cana-4231	4	16	,	,	PUNCT
cana-4231	4	17	odisha	odisha	PROPN
cana-4231	4	18	,	,	PUNCT
cana-4231	4	19	768018	768018	NUM
cana-4231	4	20	article	article	NOUN
cana-4231	4	21	history	history	NOUN
cana-4231	4	22	:	:	PUNCT
cana-4231	4	23	received	receive	VERB
cana-4231	4	24	:	:	PUNCT
cana-4231	4	25	12	12	NUM
cana-4231	4	26	-	-	SYM
cana-4231	4	27	01	01	NUM
cana-4231	4	28	-	-	PUNCT
cana-4231	4	29	2025	2025	NUM
cana-4231	4	30	revised	revise	VERB
cana-4231	4	31	:	:	PUNCT
cana-4231	4	32	15	15	NUM
cana-4231	4	33	-	-	NUM
cana-4231	4	34	02	02	NUM
cana-4231	4	35	-	-	PUNCT
cana-4231	4	36	2025	2025	NUM
cana-4231	4	37	accepted	accept	VERB
cana-4231	4	38	:	:	PUNCT
cana-4231	4	39	01	01	NUM
cana-4231	4	40	-	-	SYM
cana-4231	4	41	03	03	NUM
cana-4231	4	42	-	-	PUNCT
cana-4231	4	43	2025	2025	NUM
cana-4231	4	44	abstract	abstract	NOUN
cana-4231	4	45	:	:	PUNCT
cana-4231	4	46	the	the	DET
cana-4231	4	47	aim	aim	NOUN
cana-4231	4	48	of	of	ADP
cana-4231	4	49	study	study	NOUN
cana-4231	4	50	,	,	PUNCT
cana-4231	4	51	iot	iot	PROPN
cana-4231	4	52	embedded	embed	VERB
cana-4231	4	53	systems	system	NOUN
cana-4231	4	54	work	work	VERB
cana-4231	4	55	in	in	ADP
cana-4231	4	56	contexts	contexts	NOUN
cana-4231	4	57	with	with	ADP
cana-4231	4	58	limited	limited	ADJ
cana-4231	4	59	resources	resource	NOUN
cana-4231	4	60	,	,	PUNCT
cana-4231	4	61	they	they	PRON
cana-4231	4	62	suffer	suffer	VERB
cana-4231	4	63	greatly	greatly	ADV
cana-4231	4	64	in	in	ADP
cana-4231	4	65	terms	term	NOUN
cana-4231	4	66	of	of	ADP
cana-4231	4	67	performance	performance	NOUN
cana-4231	4	68	,	,	PUNCT
cana-4231	4	69	energy	energy	NOUN
cana-4231	4	70	economy	economy	NOUN
cana-4231	4	71	,	,	PUNCT
cana-4231	4	72	and	and	CCONJ
cana-4231	4	73	dependability	dependability	NOUN
cana-4231	4	74	from	from	ADP
cana-4231	4	75	memory	memory	NOUN
cana-4231	4	76	fragmentation	fragmentation	NOUN
cana-4231	4	77	.	.	PUNCT
cana-4231	5	1	as	as	SCONJ
cana-4231	5	2	iot	iot	PROPN
cana-4231	5	3	devices	device	NOUN
cana-4231	5	4	become	become	VERB
cana-4231	5	5	more	more	ADV
cana-4231	5	6	ubiquitous	ubiquitous	ADJ
cana-4231	5	7	,	,	PUNCT
cana-4231	5	8	effective	effective	ADJ
cana-4231	5	9	memory	memory	NOUN
cana-4231	5	10	management	management	NOUN
cana-4231	5	11	methods	method	NOUN
cana-4231	5	12	that	that	PRON
cana-4231	5	13	satisfy	satisfy	VERB
cana-4231	5	14	their	their	PRON
cana-4231	5	15	unique	unique	ADJ
cana-4231	5	16	needs	need	NOUN
cana-4231	5	17	are	be	AUX
cana-4231	5	18	even	even	ADV
cana-4231	5	19	more	more	ADJ
cana-4231	5	20	in	in	ADP
cana-4231	5	21	demand	demand	NOUN
cana-4231	5	22	.	.	PUNCT
cana-4231	6	1	this	this	DET
cana-4231	6	2	paper	paper	NOUN
cana-4231	6	3	provides	provide	VERB
cana-4231	6	4	a	a	DET
cana-4231	6	5	smart	smart	ADJ
cana-4231	6	6	management	management	NOUN
cana-4231	6	7	framework	framework	NOUN
cana-4231	6	8	(	(	PUNCT
cana-4231	6	9	smf	smf	PROPN
cana-4231	6	10	)	)	PUNCT
cana-4231	6	11	managing	manage	VERB
cana-4231	6	12	memory	memory	NOUN
cana-4231	6	13	fragmentation	fragmentation	NOUN
cana-4231	6	14	by	by	ADP
cana-4231	6	15	means	mean	NOUN
cana-4231	6	16	of	of	ADP
cana-4231	6	17	compaction	compaction	NOUN
cana-4231	6	18	tactics	tactic	NOUN
cana-4231	6	19	,	,	PUNCT
cana-4231	6	20	dynamic	dynamic	ADJ
cana-4231	6	21	garbage	garbage	NOUN
cana-4231	6	22	collecting	collecting	NOUN
cana-4231	6	23	approaches	approach	NOUN
cana-4231	6	24	,	,	PUNCT
cana-4231	6	25	and	and	CCONJ
cana-4231	6	26	memory	memory	NOUN
cana-4231	6	27	-	-	PUNCT
cana-4231	6	28	aware	aware	ADJ
cana-4231	6	29	allocation	allocation	NOUN
cana-4231	6	30	algorithms	algorithm	NOUN
cana-4231	6	31	.	.	PUNCT
cana-4231	7	1	the	the	DET
cana-4231	7	2	smf	smf	PROPN
cana-4231	7	3	ensures	ensure	VERB
cana-4231	7	4	superior	superior	ADJ
cana-4231	7	5	performance	performance	NOUN
cana-4231	7	6	in	in	ADP
cana-4231	7	7	dynamic	dynamic	ADJ
cana-4231	7	8	and	and	CCONJ
cana-4231	7	9	real	real	ADJ
cana-4231	7	10	-	-	PUNCT
cana-4231	7	11	time	time	NOUN
cana-4231	7	12	iot	iot	NOUN
cana-4231	7	13	based	base	VERB
cana-4231	7	14	embedded	embed	VERB
cana-4231	7	15	system	system	NOUN
cana-4231	7	16	systems	system	NOUN
cana-4231	7	17	by	by	ADP
cana-4231	7	18	means	mean	NOUN
cana-4231	7	19	of	of	ADP
cana-4231	7	20	memory	memory	NOUN
cana-4231	7	21	use	use	NOUN
cana-4231	7	22	optimisation	optimisation	NOUN
cana-4231	7	23	,	,	PUNCT
cana-4231	7	24	reduction	reduction	NOUN
cana-4231	7	25	of	of	ADP
cana-4231	7	26	fragmentation	fragmentation	NOUN
cana-4231	7	27	,	,	PUNCT
cana-4231	7	28	and	and	CCONJ
cana-4231	7	29	enhancement	enhancement	NOUN
cana-4231	7	30	of	of	ADP
cana-4231	7	31	energy	energy	NOUN
cana-4231	7	32	economy	economy	NOUN
cana-4231	7	33	.	.	PUNCT
cana-4231	8	1	the	the	DET
cana-4231	8	2	smf	smf	PROPN
cana-4231	8	3	performs	perform	VERB
cana-4231	8	4	better	well	ADJ
cana-4231	8	5	than	than	ADP
cana-4231	8	6	more	more	ADJ
cana-4231	8	7	conventional	conventional	ADJ
cana-4231	8	8	methods	method	NOUN
cana-4231	8	9	on	on	ADP
cana-4231	8	10	fragmentation	fragmentation	NOUN
cana-4231	8	11	reduction	reduction	NOUN
cana-4231	8	12	(	(	PUNCT
cana-4231	8	13	30	30	NUM
cana-4231	8	14	%	%	NOUN
cana-4231	8	15	)	)	PUNCT
cana-4231	8	16	,	,	PUNCT
cana-4231	8	17	allocation	allocation	NOUN
cana-4231	8	18	time	time	NOUN
cana-4231	8	19	(	(	PUNCT
cana-4231	8	20	20	20	NUM
cana-4231	8	21	%	%	NOUN
cana-4231	8	22	)	)	PUNCT
cana-4231	8	23	,	,	PUNCT
cana-4231	8	24	and	and	CCONJ
cana-4231	8	25	energy	energy	NOUN
cana-4231	8	26	consumption	consumption	NOUN
cana-4231	8	27	(	(	PUNCT
cana-4231	8	28	14	14	NUM
cana-4231	8	29	%	%	NOUN
cana-4231	8	30	lower	low	ADJ
cana-4231	8	31	)	)	PUNCT
cana-4231	8	32	.	.	PUNCT
cana-4231	9	1	these	these	DET
cana-4231	9	2	findings	finding	NOUN
cana-4231	9	3	show	show	VERB
cana-4231	9	4	that	that	SCONJ
cana-4231	9	5	in	in	ADP
cana-4231	9	6	many	many	ADJ
cana-4231	9	7	additional	additional	ADJ
cana-4231	9	8	applications	application	NOUN
cana-4231	9	9	the	the	DET
cana-4231	9	10	smf	smf	PROPN
cana-4231	9	11	can	can	AUX
cana-4231	9	12	simultaneously	simultaneously	ADV
cana-4231	9	13	boost	boost	VERB
cana-4231	9	14	their	their	PRON
cana-4231	9	15	efficiency	efficiency	NOUN
cana-4231	9	16	and	and	CCONJ
cana-4231	9	17	scalability	scalability	NOUN
cana-4231	9	18	while	while	SCONJ
cana-4231	9	19	extending	extend	VERB
cana-4231	9	20	the	the	DET
cana-4231	9	21	running	running	ADJ
cana-4231	9	22	lifetime	lifetime	NOUN
cana-4231	9	23	of	of	ADP
cana-4231	9	24	iot	iot	PROPN
cana-4231	9	25	devices	device	NOUN
cana-4231	9	26	in	in	ADP
cana-4231	9	27	many	many	ADJ
cana-4231	9	28	different	different	ADJ
cana-4231	9	29	uses	use	NOUN
cana-4231	9	30	.	.	PUNCT
cana-4231	10	1	this	this	DET
cana-4231	10	2	work	work	NOUN
cana-4231	10	3	lays	lay	VERB
cana-4231	10	4	long	long	ADJ
cana-4231	10	5	-	-	PUNCT
cana-4231	10	6	term	term	NOUN
cana-4231	10	7	,	,	PUNCT
cana-4231	10	8	effective	effective	ADJ
cana-4231	10	9	resource	resource	NOUN
cana-4231	10	10	management	management	NOUN
cana-4231	10	11	in	in	ADP
cana-4231	10	12	iot	iot	PROPN
cana-4231	10	13	based	base	VERB
cana-4231	10	14	embedded	embed	VERB
cana-4231	10	15	systems	system	NOUN
cana-4231	10	16	.	.	PUNCT
cana-4231	11	1	keywords	keyword	NOUN
cana-4231	11	2	:	:	PUNCT
cana-4231	11	3	iot	iot	PROPN
cana-4231	11	4	embedded	embed	VERB
cana-4231	11	5	systems	system	NOUN
cana-4231	11	6	,	,	PUNCT
cana-4231	11	7	resource	resource	NOUN
cana-4231	11	8	-	-	PUNCT
cana-4231	11	9	constrained	constrain	VERB
cana-4231	11	10	devices	device	NOUN
cana-4231	11	11	,	,	PUNCT
cana-4231	11	12	memory	memory	NOUN
cana-4231	11	13	fragmentation	fragmentation	NOUN
cana-4231	11	14	,	,	PUNCT
cana-4231	11	15	smart	smart	ADJ
cana-4231	11	16	management	management	NOUN
cana-4231	11	17	framework	framework	NOUN
cana-4231	11	18	(	(	PUNCT
cana-4231	11	19	smf	smf	PROPN
cana-4231	11	20	)	)	PUNCT
cana-4231	11	21	,	,	PUNCT
cana-4231	11	22	memory	memory	NOUN
cana-4231	11	23	-	-	PUNCT
cana-4231	11	24	aware	aware	ADJ
cana-4231	11	25	allocation	allocation	NOUN
cana-4231	11	26	algorithms	algorithm	NOUN
cana-4231	11	27	1	1	NUM
cana-4231	11	28	.	.	PUNCT
cana-4231	11	29	introduction	introduction	NOUN
cana-4231	11	30	the	the	DET
cana-4231	11	31	internet	internet	NOUN
cana-4231	11	32	of	of	ADP
cana-4231	11	33	things	thing	NOUN
cana-4231	11	34	(	(	PUNCT
cana-4231	11	35	iot	iot	NOUN
cana-4231	11	36	)	)	PUNCT
cana-4231	11	37	is	be	AUX
cana-4231	11	38	a	a	DET
cana-4231	11	39	groundbreaking	groundbreake	VERB
cana-4231	11	40	technology	technology	NOUN
cana-4231	11	41	paradigm	paradigm	NOUN
cana-4231	11	42	that	that	PRON
cana-4231	11	43	enables	enable	VERB
cana-4231	11	44	billions	billion	NOUN
cana-4231	11	45	of	of	ADP
cana-4231	11	46	interconnected	interconnected	ADJ
cana-4231	11	47	devices	device	NOUN
cana-4231	11	48	to	to	ADP
cana-4231	11	49	real	real	ADV
cana-4231	11	50	-	-	PUNCT
cana-4231	11	51	timely	timely	ADV
cana-4231	11	52	connect	connect	NOUN
cana-4231	11	53	,	,	PUNCT
cana-4231	11	54	parse	parse	NOUN
cana-4231	11	55	,	,	PUNCT
cana-4231	11	56	and	and	CCONJ
cana-4231	11	57	respond	respond	VERB
cana-4231	11	58	to	to	ADP
cana-4231	11	59	immense	immense	ADJ
cana-4231	11	60	quantities	quantity	NOUN
cana-4231	11	61	of	of	ADP
cana-4231	11	62	data	datum	NOUN
cana-4231	11	63	[	[	X
cana-4231	11	64	1	1	NUM
cana-4231	11	65	]	]	PUNCT
cana-4231	11	66	.	.	PUNCT
cana-4231	12	1	the	the	DET
cana-4231	12	2	iot	iot	PROPN
cana-4231	12	3	embedded	embed	VERB
cana-4231	12	4	systems	system	NOUN
cana-4231	12	5	,	,	PUNCT
cana-4231	12	6	which	which	PRON
cana-4231	12	7	are	be	AUX
cana-4231	12	8	mini	mini	NOUN
cana-4231	12	9	-	-	NOUN
cana-4231	12	10	computers	computer	NOUN
cana-4231	12	11	designed	design	VERB
cana-4231	12	12	to	to	PART
cana-4231	12	13	perform	perform	VERB
cana-4231	12	14	specific	specific	ADJ
cana-4231	12	15	functionalities	functionality	NOUN
cana-4231	12	16	with	with	ADP
cana-4231	12	17	precision	precision	NOUN
cana-4231	12	18	and	and	CCONJ
cana-4231	12	19	speed	speed	NOUN
cana-4231	12	20	,	,	PUNCT
cana-4231	12	21	are	be	AUX
cana-4231	12	22	the	the	DET
cana-4231	12	23	foundation	foundation	NOUN
cana-4231	12	24	of	of	ADP
cana-4231	12	25	all	all	PRON
cana-4231	12	26	of	of	ADP
cana-4231	12	27	this	this	PRON
cana-4231	12	28	.	.	PUNCT
cana-4231	13	1	these	these	DET
cana-4231	13	2	systems	system	NOUN
cana-4231	13	3	are	be	AUX
cana-4231	13	4	already	already	ADV
cana-4231	13	5	expanding	expand	VERB
cana-4231	13	6	the	the	DET
cana-4231	13	7	scope	scope	NOUN
cana-4231	13	8	of	of	ADP
cana-4231	13	9	universal	universal	ADJ
cana-4231	13	10	adoption	adoption	NOUN
cana-4231	13	11	for	for	ADP
cana-4231	13	12	technological	technological	ADJ
cana-4231	13	13	innovation	innovation	NOUN
cana-4231	13	14	in	in	ADP
cana-4231	13	15	a	a	DET
cana-4231	13	16	variety	variety	NOUN
cana-4231	13	17	of	of	ADP
cana-4231	13	18	sectors	sector	NOUN
cana-4231	13	19	,	,	PUNCT
cana-4231	13	20	including	include	VERB
cana-4231	13	21	healthcare	healthcare	PROPN
cana-4231	13	22	,	,	PUNCT
cana-4231	13	23	agriculture	agriculture	NOUN
cana-4231	13	24	,	,	PUNCT
cana-4231	13	25	smart	smart	ADJ
cana-4231	13	26	communities	community	NOUN
cana-4231	13	27	,	,	PUNCT
cana-4231	13	28	and	and	CCONJ
cana-4231	13	29	industrial	industrial	ADJ
cana-4231	13	30	automation	automation	NOUN
cana-4231	13	31	[	[	X
cana-4231	13	32	2	2	NUM
cana-4231	13	33	]	]	PUNCT
cana-4231	13	34	.	.	PUNCT
cana-4231	14	1	however	however	ADV
cana-4231	14	2	,	,	PUNCT
cana-4231	14	3	the	the	DET
cana-4231	14	4	rapid	rapid	ADJ
cana-4231	14	5	proliferation	proliferation	NOUN
cana-4231	14	6	of	of	ADP
cana-4231	14	7	iot	iot	PROPN
cana-4231	14	8	devices	device	NOUN
cana-4231	14	9	has	have	AUX
cana-4231	14	10	resulted	result	VERB
cana-4231	14	11	in	in	ADP
cana-4231	14	12	certain	certain	ADJ
cana-4231	14	13	issues	issue	NOUN
cana-4231	14	14	,	,	PUNCT
cana-4231	14	15	particularly	particularly	ADV
cana-4231	14	16	the	the	DET
cana-4231	14	17	difficulty	difficulty	NOUN
cana-4231	14	18	of	of	ADP
cana-4231	14	19	managing	manage	VERB
cana-4231	14	20	embedded	embed	VERB
cana-4231	14	21	systems	system	NOUN
cana-4231	14	22	that	that	PRON
cana-4231	14	23	are	be	AUX
cana-4231	14	24	inherently	inherently	ADV
cana-4231	14	25	resource	resource	NOUN
cana-4231	14	26	constrained	constrain	VERB
cana-4231	14	27	as	as	SCONJ
cana-4231	14	28	they	they	PRON
cana-4231	14	29	grow	grow	VERB
cana-4231	14	30	[	[	X
cana-4231	14	31	3	3	NUM
cana-4231	14	32	]	]	PUNCT
cana-4231	14	33	.	.	PUNCT
cana-4231	15	1	memory	memory	NOUN
cana-4231	15	2	fragmentation	fragmentation	NOUN
cana-4231	15	3	is	be	AUX
cana-4231	15	4	a	a	DET
cana-4231	15	5	critical	critical	ADJ
cana-4231	15	6	impediment	impediment	NOUN
cana-4231	15	7	that	that	PRON
cana-4231	15	8	affects	affect	VERB
cana-4231	15	9	the	the	DET
cana-4231	15	10	efficacy	efficacy	NOUN
cana-4231	15	11	,	,	PUNCT
cana-4231	15	12	energy	energy	NOUN
cana-4231	15	13	efficiency	efficiency	NOUN
cana-4231	15	14	,	,	PUNCT
cana-4231	15	15	and	and	CCONJ
cana-4231	15	16	operational	operational	ADJ
cana-4231	15	17	longevity	longevity	NOUN
cana-4231	15	18	of	of	ADP
cana-4231	15	19	devices	device	NOUN
cana-4231	15	20	[	[	X
cana-4231	15	21	4	4	NUM
cana-4231	15	22	]	]	PUNCT
cana-4231	15	23	.	.	PUNCT
cana-4231	16	1	this	this	DET
cana-4231	16	2	issue	issue	NOUN
cana-4231	16	3	necessitates	necessitate	VERB
cana-4231	16	4	solutions	solution	NOUN
cana-4231	16	5	that	that	PRON
cana-4231	16	6	are	be	AUX
cana-4231	16	7	customised	customise	VERB
cana-4231	16	8	to	to	ADP
cana-4231	16	9	the	the	DET
cana-4231	16	10	dynamic	dynamic	ADJ
cana-4231	16	11	,	,	PUNCT
cana-4231	16	12	distributed	distributed	ADJ
cana-4231	16	13	character	character	NOUN
cana-4231	16	14	of	of	ADP
cana-4231	16	15	iot	iot	ADJ
cana-4231	16	16	environments	environment	NOUN
cana-4231	16	17	.	.	PUNCT
cana-4231	17	1	communications	communication	NOUN
cana-4231	17	2	on	on	ADP
cana-4231	17	3	applied	apply	VERB
cana-4231	17	4	nonlinear	nonlinear	ADJ
cana-4231	17	5	analysis	analysis	NOUN
cana-4231	17	6	issn	issn	NOUN
cana-4231	17	7	:	:	PUNCT
cana-4231	17	8	1074	1074	NUM
cana-4231	17	9	-	-	PUNCT
cana-4231	17	10	133x	133x	NUM
cana-4231	17	11	vol	vol	NOUN
cana-4231	17	12	32	32	NUM
cana-4231	17	13	no	no	NOUN
cana-4231	17	14	.	.	PUNCT
cana-4231	18	1	9s	9s	NUM
cana-4231	18	2	(	(	PUNCT
cana-4231	18	3	2025	2025	NUM
cana-4231	18	4	)	)	PUNCT
cana-4231	18	5	1575	1575	NUM
cana-4231	18	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	19	1	this	this	DET
cana-4231	19	2	paper	paper	NOUN
cana-4231	19	3	introduced	introduce	VERB
cana-4231	19	4	a	a	DET
cana-4231	19	5	smart	smart	ADJ
cana-4231	19	6	management	management	NOUN
cana-4231	19	7	framework	framework	NOUN
cana-4231	19	8	(	(	PUNCT
cana-4231	19	9	smf	smf	PROPN
cana-4231	19	10	)	)	PUNCT
cana-4231	19	11	that	that	PRON
cana-4231	19	12	was	be	AUX
cana-4231	19	13	proposed	propose	VERB
cana-4231	19	14	as	as	ADP
cana-4231	19	15	a	a	DET
cana-4231	19	16	solution	solution	NOUN
cana-4231	19	17	to	to	ADP
cana-4231	19	18	memory	memory	NOUN
cana-4231	19	19	fragmentation	fragmentation	NOUN
cana-4231	19	20	.	.	PUNCT
cana-4231	20	1	through	through	ADP
cana-4231	20	2	memory	memory	NOUN
cana-4231	20	3	-	-	PUNCT
cana-4231	20	4	aware	aware	ADJ
cana-4231	20	5	allocation	allocation	NOUN
cana-4231	20	6	algorithms	algorithm	NOUN
cana-4231	20	7	,	,	PUNCT
cana-4231	20	8	adaptive	adaptive	ADJ
cana-4231	20	9	garbage	garbage	NOUN
cana-4231	20	10	collection	collection	NOUN
cana-4231	20	11	techniques	technique	NOUN
cana-4231	20	12	,	,	PUNCT
cana-4231	20	13	and	and	CCONJ
cana-4231	20	14	compaction	compaction	NOUN
cana-4231	20	15	strategies	strategy	NOUN
cana-4231	20	16	,	,	PUNCT
cana-4231	20	17	smf	smf	PROPN
cana-4231	20	18	provides	provide	VERB
cana-4231	20	19	a	a	DET
cana-4231	20	20	comprehensive	comprehensive	ADJ
cana-4231	20	21	approach	approach	NOUN
cana-4231	20	22	to	to	ADP
cana-4231	20	23	enhancing	enhance	VERB
cana-4231	20	24	memory	memory	NOUN
cana-4231	20	25	efficiency	efficiency	NOUN
cana-4231	20	26	and	and	CCONJ
cana-4231	20	27	,	,	PUNCT
cana-4231	20	28	as	as	ADP
cana-4231	20	29	a	a	DET
cana-4231	20	30	result	result	NOUN
cana-4231	20	31	,	,	PUNCT
cana-4231	20	32	overall	overall	ADJ
cana-4231	20	33	system	system	NOUN
cana-4231	20	34	performance	performance	NOUN
cana-4231	20	35	in	in	ADP
cana-4231	20	36	iot	iot	ADJ
cana-4231	20	37	embedded	embed	VERB
cana-4231	20	38	systems	system	NOUN
cana-4231	20	39	.	.	PUNCT
cana-4231	21	1	1.1	1.1	NUM
cana-4231	21	2	overview	overview	NOUN
cana-4231	21	3	of	of	ADP
cana-4231	21	4	iot	iot	ADJ
cana-4231	21	5	embedded	embed	VERB
cana-4231	21	6	systems	system	NOUN
cana-4231	21	7	and	and	CCONJ
cana-4231	21	8	their	their	PRON
cana-4231	21	9	importance	importance	NOUN
cana-4231	21	10	the	the	DET
cana-4231	21	11	iot	iot	ADJ
cana-4231	21	12	embedded	embed	VERB
cana-4231	21	13	systems	system	NOUN
cana-4231	21	14	form	form	VERB
cana-4231	21	15	the	the	DET
cana-4231	21	16	backbone	backbone	NOUN
cana-4231	21	17	of	of	ADP
cana-4231	21	18	today	today	NOUN
cana-4231	21	19	’s	’s	PART
cana-4231	21	20	interconnected	interconnected	ADJ
cana-4231	21	21	architecture	architecture	NOUN
cana-4231	21	22	,	,	PUNCT
cana-4231	21	23	offering	offer	VERB
cana-4231	21	24	the	the	DET
cana-4231	21	25	processing	processing	NOUN
cana-4231	21	26	power	power	NOUN
cana-4231	21	27	and	and	CCONJ
cana-4231	21	28	functional	functional	ADJ
cana-4231	21	29	capabilities	capability	NOUN
cana-4231	21	30	required	require	VERB
cana-4231	21	31	for	for	SCONJ
cana-4231	21	32	devices	device	NOUN
cana-4231	21	33	to	to	PART
cana-4231	21	34	communicate	communicate	VERB
cana-4231	21	35	seamlessly	seamlessly	ADV
cana-4231	21	36	with	with	ADP
cana-4231	21	37	one	one	NUM
cana-4231	21	38	another	another	DET
cana-4231	21	39	[	[	X
cana-4231	21	40	5	5	NUM
cana-4231	21	41	]	]	PUNCT
cana-4231	21	42	.	.	PUNCT
cana-4231	22	1	such	such	ADJ
cana-4231	22	2	systems	system	NOUN
cana-4231	22	3	have	have	AUX
cana-4231	22	4	been	be	AUX
cana-4231	22	5	specifically	specifically	ADV
cana-4231	22	6	designed	design	VERB
cana-4231	22	7	to	to	PART
cana-4231	22	8	carry	carry	VERB
cana-4231	22	9	out	out	ADP
cana-4231	22	10	very	very	ADV
cana-4231	22	11	specific	specific	ADJ
cana-4231	22	12	tasks	task	NOUN
cana-4231	22	13	,	,	PUNCT
cana-4231	22	14	which	which	PRON
cana-4231	22	15	include	include	VERB
cana-4231	22	16	sensing	sense	VERB
cana-4231	22	17	the	the	DET
cana-4231	22	18	conditions	condition	NOUN
cana-4231	22	19	of	of	ADP
cana-4231	22	20	the	the	DET
cana-4231	22	21	environment	environment	NOUN
cana-4231	22	22	,	,	PUNCT
cana-4231	22	23	data	datum	NOUN
cana-4231	22	24	processing	processing	NOUN
cana-4231	22	25	at	at	ADP
cana-4231	22	26	the	the	DET
cana-4231	22	27	local	local	ADJ
cana-4231	22	28	level	level	NOUN
cana-4231	22	29	,	,	PUNCT
cana-4231	22	30	and	and	CCONJ
cana-4231	22	31	conveying	convey	VERB
cana-4231	22	32	vital	vital	ADJ
cana-4231	22	33	information	information	NOUN
cana-4231	22	34	to	to	ADP
cana-4231	22	35	cloud	cloud	ADJ
cana-4231	22	36	servers	server	NOUN
cana-4231	22	37	or	or	CCONJ
cana-4231	22	38	other	other	ADJ
cana-4231	22	39	devices	device	NOUN
cana-4231	22	40	.	.	PUNCT
cana-4231	23	1	while	while	SCONJ
cana-4231	23	2	embedded	embed	VERB
cana-4231	23	3	systems	system	NOUN
cana-4231	23	4	for	for	ADP
cana-4231	23	5	the	the	DET
cana-4231	23	6	iot	iot	NOUN
cana-4231	23	7	are	be	AUX
cana-4231	23	8	largely	largely	ADV
cana-4231	23	9	focused	focus	VERB
cana-4231	23	10	on	on	ADP
cana-4231	23	11	efficiency	efficiency	NOUN
cana-4231	23	12	,	,	PUNCT
cana-4231	23	13	compactness	compactness	NOUN
cana-4231	23	14	,	,	PUNCT
cana-4231	23	15	and	and	CCONJ
cana-4231	23	16	low	low	ADJ
cana-4231	23	17	power	power	NOUN
cana-4231	23	18	consumption	consumption	NOUN
cana-4231	23	19	compared	compare	VERB
cana-4231	23	20	to	to	ADP
cana-4231	23	21	more	more	ADV
cana-4231	23	22	generic	generic	ADJ
cana-4231	23	23	computers	computer	NOUN
cana-4231	23	24	,	,	PUNCT
cana-4231	23	25	they	they	PRON
cana-4231	23	26	often	often	ADV
cana-4231	23	27	operate	operate	VERB
cana-4231	23	28	in	in	ADP
cana-4231	23	29	environments	environment	NOUN
cana-4231	23	30	where	where	SCONJ
cana-4231	23	31	reliability	reliability	NOUN
cana-4231	23	32	and	and	CCONJ
cana-4231	23	33	accuracy	accuracy	NOUN
cana-4231	23	34	are	be	AUX
cana-4231	23	35	paramount	paramount	ADJ
cana-4231	23	36	.	.	PUNCT
cana-4231	24	1	the	the	DET
cana-4231	24	2	significance	significance	NOUN
cana-4231	24	3	of	of	ADP
cana-4231	24	4	iot	iot	PROPN
cana-4231	24	5	embedded	embed	VERB
cana-4231	24	6	systems	system	NOUN
cana-4231	24	7	is	be	AUX
cana-4231	24	8	due	due	ADJ
cana-4231	24	9	to	to	ADP
cana-4231	24	10	their	their	PRON
cana-4231	24	11	versatility	versatility	NOUN
cana-4231	24	12	and	and	CCONJ
cana-4231	24	13	scalability	scalability	NOUN
cana-4231	24	14	;	;	PUNCT
cana-4231	24	15	thus	thus	ADV
cana-4231	24	16	,	,	PUNCT
cana-4231	24	17	they	they	PRON
cana-4231	24	18	can	can	AUX
cana-4231	24	19	be	be	AUX
cana-4231	24	20	applied	apply	VERB
cana-4231	24	21	in	in	ADP
cana-4231	24	22	diverse	diverse	ADJ
cana-4231	24	23	sectors	sector	NOUN
cana-4231	24	24	[	[	X
cana-4231	24	25	6	6	NUM
cana-4231	24	26	]	]	PUNCT
cana-4231	24	27	.	.	PUNCT
cana-4231	25	1	for	for	ADP
cana-4231	25	2	instance	instance	NOUN
cana-4231	25	3	,	,	PUNCT
cana-4231	25	4	in	in	ADP
cana-4231	25	5	the	the	DET
cana-4231	25	6	healthcare	healthcare	NOUN
cana-4231	25	7	sector	sector	NOUN
cana-4231	25	8	,	,	PUNCT
cana-4231	25	9	wearable	wearable	ADJ
cana-4231	25	10	iot	iot	NOUN
cana-4231	25	11	devices	device	NOUN
cana-4231	25	12	track	track	VERB
cana-4231	25	13	the	the	DET
cana-4231	25	14	health	health	NOUN
cana-4231	25	15	of	of	ADP
cana-4231	25	16	patients	patient	NOUN
cana-4231	25	17	at	at	ADP
cana-4231	25	18	real	real	ADJ
cana-4231	25	19	-	-	PUNCT
cana-4231	25	20	time	time	NOUN
cana-4231	25	21	;	;	PUNCT
cana-4231	25	22	this	this	PRON
cana-4231	25	23	provides	provide	VERB
cana-4231	25	24	valuable	valuable	ADJ
cana-4231	25	25	data	datum	NOUN
cana-4231	25	26	that	that	PRON
cana-4231	25	27	can	can	AUX
cana-4231	25	28	be	be	AUX
cana-4231	25	29	used	use	VERB
cana-4231	25	30	for	for	ADP
cana-4231	25	31	ineffective	ineffective	ADJ
cana-4231	25	32	medical	medical	ADJ
cana-4231	25	33	intervention	intervention	NOUN
cana-4231	25	34	.	.	PUNCT
cana-4231	26	1	in	in	ADP
cana-4231	26	2	sustainable	sustainable	ADJ
cana-4231	26	3	agriculture	agriculture	NOUN
cana-4231	26	4	,	,	PUNCT
cana-4231	26	5	iot	iot	VERB
cana-4231	26	6	-	-	PUNCT
cana-4231	26	7	enabled	enable	VERB
cana-4231	26	8	sensors	sensor	NOUN
cana-4231	26	9	optimally	optimally	ADV
cana-4231	26	10	use	use	VERB
cana-4231	26	11	water	water	NOUN
cana-4231	26	12	and	and	CCONJ
cana-4231	26	13	manage	manage	VERB
cana-4231	26	14	crops	crop	NOUN
cana-4231	26	15	.	.	PUNCT
cana-4231	27	1	similarly	similarly	ADV
cana-4231	27	2	,	,	PUNCT
cana-4231	27	3	industrial	industrial	ADJ
cana-4231	27	4	iot	iot	NOUN
cana-4231	27	5	based	base	VERB
cana-4231	27	6	embedded	embed	VERB
cana-4231	27	7	systems	system	NOUN
cana-4231	27	8	boost	boost	VERB
cana-4231	27	9	production	production	NOUN
cana-4231	27	10	efficiency	efficiency	NOUN
cana-4231	27	11	and	and	CCONJ
cana-4231	27	12	safety	safety	NOUN
cana-4231	27	13	through	through	ADP
cana-4231	27	14	techniques	technique	NOUN
cana-4231	27	15	such	such	ADJ
cana-4231	27	16	as	as	ADP
cana-4231	27	17	predictive	predictive	ADJ
cana-4231	27	18	maintenance	maintenance	NOUN
cana-4231	27	19	combined	combine	VERB
cana-4231	27	20	with	with	ADP
cana-4231	27	21	automation	automation	NOUN
cana-4231	27	22	[	[	X
cana-4231	27	23	7	7	NUM
cana-4231	27	24	]	]	PUNCT
cana-4231	27	25	.	.	PUNCT
cana-4231	28	1	embedded	embed	VERB
cana-4231	28	2	systems	system	NOUN
cana-4231	28	3	are	be	AUX
cana-4231	28	4	driving	drive	VERB
cana-4231	28	5	innovation	innovation	NOUN
cana-4231	28	6	and	and	CCONJ
cana-4231	28	7	enhancing	enhance	VERB
cana-4231	28	8	quality	quality	NOUN
cana-4231	28	9	of	of	ADP
cana-4231	28	10	life	life	NOUN
cana-4231	28	11	internationally	internationally	ADV
cana-4231	28	12	.	.	PUNCT
cana-4231	29	1	these	these	DET
cana-4231	29	2	examples	example	NOUN
cana-4231	29	3	show	show	VERB
cana-4231	29	4	how	how	SCONJ
cana-4231	29	5	they	they	PRON
cana-4231	29	6	underlie	underlie	VERB
cana-4231	29	7	crucial	crucial	ADJ
cana-4231	29	8	infrastructure	infrastructure	NOUN
cana-4231	29	9	.	.	PUNCT
cana-4231	30	1	nevertheless	nevertheless	ADV
cana-4231	30	2	,	,	PUNCT
cana-4231	30	3	efficient	efficient	ADJ
cana-4231	30	4	resource	resource	NOUN
cana-4231	30	5	management	management	NOUN
cana-4231	30	6	is	be	AUX
cana-4231	30	7	crucial	crucial	ADJ
cana-4231	30	8	to	to	ADP
cana-4231	30	9	the	the	DET
cana-4231	30	10	success	success	NOUN
cana-4231	30	11	of	of	ADP
cana-4231	30	12	iot	iot	ADJ
cana-4231	30	13	embedded	embed	VERB
cana-4231	30	14	systems	system	NOUN
cana-4231	30	15	.	.	PUNCT
cana-4231	31	1	as	as	ADP
cana-4231	31	2	a	a	DET
cana-4231	31	3	core	core	NOUN
cana-4231	31	4	component	component	NOUN
cana-4231	31	5	,	,	PUNCT
cana-4231	31	6	memory	memory	NOUN
cana-4231	31	7	is	be	AUX
cana-4231	31	8	crucial	crucial	ADJ
cana-4231	31	9	in	in	ADP
cana-4231	31	10	deciding	decide	VERB
cana-4231	31	11	how	how	SCONJ
cana-4231	31	12	well	well	ADV
cana-4231	31	13	,	,	PUNCT
cana-4231	31	14	how	how	SCONJ
cana-4231	31	15	reliably	reliably	ADV
cana-4231	31	16	,	,	PUNCT
cana-4231	31	17	and	and	CCONJ
cana-4231	31	18	how	how	SCONJ
cana-4231	31	19	much	much	ADJ
cana-4231	31	20	power	power	NOUN
cana-4231	31	21	a	a	DET
cana-4231	31	22	system	system	NOUN
cana-4231	31	23	uses	use	VERB
cana-4231	31	24	[	[	X
cana-4231	31	25	8	8	NUM
cana-4231	31	26	]	]	PUNCT
cana-4231	31	27	.	.	PUNCT
cana-4231	32	1	it	it	PRON
cana-4231	32	2	is	be	AUX
cana-4231	32	3	a	a	DET
cana-4231	32	4	technological	technological	ADJ
cana-4231	32	5	need	need	NOUN
cana-4231	32	6	and	and	CCONJ
cana-4231	32	7	a	a	DET
cana-4231	32	8	design	design	NOUN
cana-4231	32	9	priority	priority	NOUN
cana-4231	32	10	to	to	PART
cana-4231	32	11	guarantee	guarantee	VERB
cana-4231	32	12	efficient	efficient	ADJ
cana-4231	32	13	utilisation	utilisation	NOUN
cana-4231	32	14	of	of	ADP
cana-4231	32	15	physical	physical	ADJ
cana-4231	32	16	memory	memory	NOUN
cana-4231	32	17	in	in	ADP
cana-4231	32	18	embedded	embed	VERB
cana-4231	32	19	devices	device	NOUN
cana-4231	32	20	due	due	ADP
cana-4231	32	21	to	to	ADP
cana-4231	32	22	the	the	DET
cana-4231	32	23	limitations	limitation	NOUN
cana-4231	32	24	of	of	ADP
cana-4231	32	25	such	such	ADJ
cana-4231	32	26	systems	system	NOUN
cana-4231	32	27	[	[	X
cana-4231	32	28	9	9	NUM
cana-4231	32	29	]	]	PUNCT
cana-4231	32	30	.	.	PUNCT
cana-4231	33	1	this	this	DET
cana-4231	33	2	highlights	highlight	VERB
cana-4231	33	3	the	the	DET
cana-4231	33	4	need	need	NOUN
cana-4231	33	5	for	for	ADP
cana-4231	33	6	fresh	fresh	ADJ
cana-4231	33	7	strategies	strategy	NOUN
cana-4231	33	8	to	to	PART
cana-4231	33	9	tackle	tackle	VERB
cana-4231	33	10	memory	memory	NOUN
cana-4231	33	11	management	management	NOUN
cana-4231	33	12	issues	issue	NOUN
cana-4231	33	13	without	without	ADP
cana-4231	33	14	sacrificing	sacrifice	VERB
cana-4231	33	15	the	the	DET
cana-4231	33	16	flexibility	flexibility	NOUN
cana-4231	33	17	and	and	CCONJ
cana-4231	33	18	portability	portability	NOUN
cana-4231	33	19	of	of	ADP
cana-4231	33	20	iot	iot	PROPN
cana-4231	33	21	based	base	VERB
cana-4231	33	22	embedded	embed	VERB
cana-4231	33	23	systems	system	NOUN
cana-4231	33	24	[	[	X
cana-4231	33	25	10	10	NUM
cana-4231	33	26	]	]	PUNCT
cana-4231	33	27	.	.	PUNCT
cana-4231	34	1	1.2	1.2	NUM
cana-4231	34	2	challenges	challenge	NOUN
cana-4231	34	3	of	of	ADP
cana-4231	34	4	memory	memory	NOUN
cana-4231	34	5	management	management	NOUN
cana-4231	34	6	in	in	ADP
cana-4231	34	7	resource	resource	NOUN
cana-4231	34	8	-	-	PUNCT
cana-4231	34	9	constrained	constrain	VERB
cana-4231	34	10	environments	environment	NOUN
cana-4231	34	11	efficient	efficient	ADJ
cana-4231	34	12	memory	memory	NOUN
cana-4231	34	13	management	management	NOUN
cana-4231	34	14	is	be	AUX
cana-4231	34	15	especially	especially	ADV
cana-4231	34	16	difficult	difficult	ADJ
cana-4231	34	17	in	in	ADP
cana-4231	34	18	iot	iot	ADJ
cana-4231	34	19	embedded	embed	VERB
cana-4231	34	20	systems	system	NOUN
cana-4231	34	21	due	due	ADP
cana-4231	34	22	to	to	ADP
cana-4231	34	23	their	their	PRON
cana-4231	34	24	limited	limited	ADJ
cana-4231	34	25	resources	resource	NOUN
cana-4231	34	26	[	[	X
cana-4231	34	27	11	11	NUM
cana-4231	34	28	]	]	PUNCT
cana-4231	34	29	.	.	PUNCT
cana-4231	35	1	when	when	SCONJ
cana-4231	35	2	it	it	PRON
cana-4231	35	3	comes	come	VERB
cana-4231	35	4	to	to	ADP
cana-4231	35	5	processing	processing	NOUN
cana-4231	35	6	power	power	NOUN
cana-4231	35	7	,	,	PUNCT
cana-4231	35	8	storage	storage	NOUN
cana-4231	35	9	capacity	capacity	NOUN
cana-4231	35	10	,	,	PUNCT
cana-4231	35	11	and	and	CCONJ
cana-4231	35	12	energy	energy	NOUN
cana-4231	35	13	availability	availability	NOUN
cana-4231	35	14	,	,	PUNCT
cana-4231	35	15	iot	iot	PROPN
cana-4231	35	16	devices	device	NOUN
cana-4231	35	17	are	be	AUX
cana-4231	35	18	severely	severely	ADV
cana-4231	35	19	limited	limit	VERB
cana-4231	35	20	,	,	PUNCT
cana-4231	35	21	in	in	ADP
cana-4231	35	22	contrast	contrast	NOUN
cana-4231	35	23	to	to	ADP
cana-4231	35	24	conventional	conventional	ADJ
cana-4231	35	25	computer	computer	NOUN
cana-4231	35	26	systems	system	NOUN
cana-4231	35	27	that	that	PRON
cana-4231	35	28	take	take	VERB
cana-4231	35	29	use	use	NOUN
cana-4231	35	30	of	of	ADP
cana-4231	35	31	plentiful	plentiful	ADJ
cana-4231	35	32	resources	resource	NOUN
cana-4231	35	33	and	and	CCONJ
cana-4231	35	34	complex	complex	ADJ
cana-4231	35	35	operating	operating	NOUN
cana-4231	35	36	systems	system	NOUN
cana-4231	35	37	[	[	X
cana-4231	35	38	12	12	NUM
cana-4231	35	39	]	]	PUNCT
cana-4231	35	40	.	.	PUNCT
cana-4231	36	1	because	because	SCONJ
cana-4231	36	2	of	of	ADP
cana-4231	36	3	these	these	DET
cana-4231	36	4	constraints	constraint	NOUN
cana-4231	36	5	,	,	PUNCT
cana-4231	36	6	memory	memory	NOUN
cana-4231	36	7	management	management	NOUN
cana-4231	36	8	is	be	AUX
cana-4231	36	9	a	a	DET
cana-4231	36	10	very	very	ADV
cana-4231	36	11	important	important	ADJ
cana-4231	36	12	and	and	CCONJ
cana-4231	36	13	intricate	intricate	ADJ
cana-4231	36	14	problem	problem	NOUN
cana-4231	36	15	.	.	PUNCT
cana-4231	37	1	memory	memory	NOUN
cana-4231	37	2	fragmentation	fragmentation	NOUN
cana-4231	37	3	,	,	PUNCT
cana-4231	37	4	which	which	PRON
cana-4231	37	5	happens	happen	VERB
cana-4231	37	6	when	when	SCONJ
cana-4231	37	7	accessible	accessible	ADJ
cana-4231	37	8	memory	memory	NOUN
cana-4231	37	9	blocks	block	NOUN
cana-4231	37	10	are	be	AUX
cana-4231	37	11	dispersed	disperse	VERB
cana-4231	37	12	over	over	ADP
cana-4231	37	13	the	the	DET
cana-4231	37	14	address	address	NOUN
cana-4231	37	15	space	space	NOUN
cana-4231	37	16	,	,	PUNCT
cana-4231	37	17	is	be	AUX
cana-4231	37	18	one	one	NUM
cana-4231	37	19	of	of	ADP
cana-4231	37	20	the	the	DET
cana-4231	37	21	biggest	big	ADJ
cana-4231	37	22	problems	problem	NOUN
cana-4231	37	23	.	.	PUNCT
cana-4231	38	1	even	even	ADV
cana-4231	38	2	when	when	SCONJ
cana-4231	38	3	enough	enough	ADJ
cana-4231	38	4	overall	overall	ADJ
cana-4231	38	5	memory	memory	NOUN
cana-4231	38	6	is	be	AUX
cana-4231	38	7	available	available	ADJ
cana-4231	38	8	,	,	PUNCT
cana-4231	38	9	the	the	DET
cana-4231	38	10	system	system	NOUN
cana-4231	38	11	's	's	PART
cana-4231	38	12	capacity	capacity	NOUN
cana-4231	38	13	to	to	PART
cana-4231	38	14	create	create	VERB
cana-4231	38	15	big	big	ADJ
cana-4231	38	16	contiguous	contiguous	ADJ
cana-4231	38	17	memory	memory	NOUN
cana-4231	38	18	blocks	block	NOUN
cana-4231	38	19	is	be	AUX
cana-4231	38	20	diminished	diminish	VERB
cana-4231	38	21	due	due	ADP
cana-4231	38	22	to	to	ADP
cana-4231	38	23	this	this	DET
cana-4231	38	24	fragmentation	fragmentation	NOUN
cana-4231	38	25	.	.	PUNCT
cana-4231	39	1	fragmentation	fragmentation	NOUN
cana-4231	39	2	,	,	PUNCT
cana-4231	39	3	when	when	SCONJ
cana-4231	39	4	left	leave	VERB
cana-4231	39	5	unchecked	unchecked	ADJ
cana-4231	39	6	,	,	PUNCT
cana-4231	39	7	may	may	AUX
cana-4231	39	8	cause	cause	VERB
cana-4231	39	9	memory	memory	NOUN
cana-4231	39	10	operations	operation	NOUN
cana-4231	39	11	to	to	PART
cana-4231	39	12	run	run	VERB
cana-4231	39	13	inefficiently	inefficiently	ADV
cana-4231	39	14	,	,	PUNCT
cana-4231	39	15	which	which	PRON
cana-4231	39	16	in	in	ADP
cana-4231	39	17	turn	turn	NOUN
cana-4231	39	18	increases	increase	VERB
cana-4231	39	19	allocation	allocation	NOUN
cana-4231	39	20	delays	delay	NOUN
cana-4231	39	21	and	and	CCONJ
cana-4231	39	22	energy	energy	NOUN
cana-4231	39	23	usage	usage	NOUN
cana-4231	39	24	.	.	PUNCT
cana-4231	40	1	such	such	ADJ
cana-4231	40	2	delays	delay	NOUN
cana-4231	40	3	might	might	AUX
cana-4231	40	4	impair	impair	VERB
cana-4231	40	5	the	the	DET
cana-4231	40	6	system	system	NOUN
cana-4231	40	7	's	's	PART
cana-4231	40	8	capacity	capacity	NOUN
cana-4231	40	9	to	to	PART
cana-4231	40	10	execute	execute	VERB
cana-4231	40	11	time	time	NOUN
cana-4231	40	12	-	-	PUNCT
cana-4231	40	13	sensitive	sensitive	ADJ
cana-4231	40	14	operations	operation	NOUN
cana-4231	40	15	,	,	PUNCT
cana-4231	40	16	impacting	impact	VERB
cana-4231	40	17	the	the	DET
cana-4231	40	18	overall	overall	ADJ
cana-4231	40	19	functioning	functioning	NOUN
cana-4231	40	20	and	and	CCONJ
cana-4231	40	21	dependability	dependability	NOUN
cana-4231	40	22	of	of	ADP
cana-4231	40	23	iot	iot	PROPN
cana-4231	40	24	devices	device	NOUN
cana-4231	40	25	working	work	VERB
cana-4231	40	26	in	in	ADP
cana-4231	40	27	real	real	ADJ
cana-4231	40	28	-	-	PUNCT
cana-4231	40	29	time	time	NOUN
cana-4231	40	30	contexts	contexts	NOUN
cana-4231	40	31	[	[	X
cana-4231	40	32	13	13	NUM
cana-4231	40	33	]	]	PUNCT
cana-4231	40	34	.	.	PUNCT
cana-4231	41	1	communications	communication	NOUN
cana-4231	41	2	on	on	ADP
cana-4231	41	3	applied	apply	VERB
cana-4231	41	4	nonlinear	nonlinear	ADJ
cana-4231	41	5	analysis	analysis	NOUN
cana-4231	41	6	issn	issn	NOUN
cana-4231	41	7	:	:	PUNCT
cana-4231	41	8	1074	1074	NUM
cana-4231	41	9	-	-	PUNCT
cana-4231	41	10	133x	133x	NUM
cana-4231	41	11	vol	vol	NOUN
cana-4231	41	12	32	32	NUM
cana-4231	41	13	no	no	NOUN
cana-4231	41	14	.	.	PUNCT
cana-4231	42	1	9s	9s	NUM
cana-4231	42	2	(	(	PUNCT
cana-4231	42	3	2025	2025	NUM
cana-4231	42	4	)	)	PUNCT
cana-4231	42	5	1576	1576	NUM
cana-4231	42	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	43	1	the	the	DET
cana-4231	43	2	inherent	inherent	ADJ
cana-4231	43	3	unpredictability	unpredictability	NOUN
cana-4231	43	4	of	of	ADP
cana-4231	43	5	the	the	DET
cana-4231	43	6	internet	internet	NOUN
cana-4231	43	7	of	of	ADP
cana-4231	43	8	things	thing	NOUN
cana-4231	43	9	is	be	AUX
cana-4231	43	10	another	another	DET
cana-4231	43	11	significant	significant	ADJ
cana-4231	43	12	impediment	impediment	NOUN
cana-4231	43	13	.	.	PUNCT
cana-4231	44	1	internet	internet	NOUN
cana-4231	44	2	of	of	ADP
cana-4231	44	3	things	thing	NOUN
cana-4231	44	4	devices	device	NOUN
cana-4231	44	5	may	may	AUX
cana-4231	44	6	have	have	VERB
cana-4231	44	7	more	more	ADV
cana-4231	44	8	erratic	erratic	ADJ
cana-4231	44	9	and	and	CCONJ
cana-4231	44	10	unpredictable	unpredictable	ADJ
cana-4231	44	11	memory	memory	NOUN
cana-4231	44	12	requirements	requirement	NOUN
cana-4231	44	13	than	than	ADP
cana-4231	44	14	static	static	ADJ
cana-4231	44	15	applications	application	NOUN
cana-4231	44	16	due	due	ADP
cana-4231	44	17	to	to	ADP
cana-4231	44	18	the	the	DET
cana-4231	44	19	constant	constant	ADJ
cana-4231	44	20	changes	change	NOUN
cana-4231	44	21	in	in	ADP
cana-4231	44	22	data	datum	NOUN
cana-4231	44	23	input	input	NOUN
cana-4231	44	24	,	,	PUNCT
cana-4231	44	25	network	network	NOUN
cana-4231	44	26	activity	activity	NOUN
cana-4231	44	27	,	,	PUNCT
cana-4231	44	28	and	and	CCONJ
cana-4231	44	29	application	application	NOUN
cana-4231	44	30	requirements	requirement	NOUN
cana-4231	44	31	[	[	X
cana-4231	44	32	14	14	NUM
cana-4231	44	33	]	]	PUNCT
cana-4231	44	34	.	.	PUNCT
cana-4231	45	1	in	in	ADP
cana-4231	45	2	these	these	DET
cana-4231	45	3	types	type	NOUN
cana-4231	45	4	of	of	ADP
cana-4231	45	5	uncertain	uncertain	ADJ
cana-4231	45	6	conditions	condition	NOUN
cana-4231	45	7	,	,	PUNCT
cana-4231	45	8	traditional	traditional	ADJ
cana-4231	45	9	memory	memory	NOUN
cana-4231	45	10	allocation	allocation	NOUN
cana-4231	45	11	methods	method	NOUN
cana-4231	45	12	fail	fail	VERB
cana-4231	45	13	due	due	ADP
cana-4231	45	14	to	to	ADP
cana-4231	45	15	their	their	PRON
cana-4231	45	16	origins	origin	NOUN
cana-4231	45	17	in	in	ADP
cana-4231	45	18	less	less	ADJ
cana-4231	45	19	dynamic	dynamic	ADJ
cana-4231	45	20	systems	system	NOUN
cana-4231	45	21	.	.	PUNCT
cana-4231	46	1	fragmentation	fragmentation	NOUN
cana-4231	46	2	issues	issue	NOUN
cana-4231	46	3	are	be	AUX
cana-4231	46	4	already	already	ADV
cana-4231	46	5	problematic	problematic	ADJ
cana-4231	46	6	enough	enough	ADV
cana-4231	46	7	without	without	ADP
cana-4231	46	8	including	include	VERB
cana-4231	46	9	the	the	DET
cana-4231	46	10	inadequacy	inadequacy	NOUN
cana-4231	46	11	of	of	ADP
cana-4231	46	12	the	the	DET
cana-4231	46	13	garbage	garbage	NOUN
cana-4231	46	14	collection	collection	NOUN
cana-4231	46	15	algorithms	algorithm	NOUN
cana-4231	46	16	of	of	ADP
cana-4231	46	17	embedded	embed	VERB
cana-4231	46	18	operating	operating	NOUN
cana-4231	46	19	systems	system	NOUN
cana-4231	46	20	in	in	ADP
cana-4231	46	21	recovering	recover	VERB
cana-4231	46	22	blocks	block	NOUN
cana-4231	46	23	of	of	ADP
cana-4231	46	24	unused	unused	ADJ
cana-4231	46	25	memory	memory	NOUN
cana-4231	46	26	.	.	PUNCT
cana-4231	47	1	iot	iot	PROPN
cana-4231	47	2	devices	device	NOUN
cana-4231	47	3	face	face	VERB
cana-4231	47	4	a	a	DET
cana-4231	47	5	substantial	substantial	ADJ
cana-4231	47	6	challenge	challenge	NOUN
cana-4231	47	7	in	in	ADP
cana-4231	47	8	terms	term	NOUN
cana-4231	47	9	of	of	ADP
cana-4231	47	10	energy	energy	NOUN
cana-4231	47	11	efficiency	efficiency	NOUN
cana-4231	47	12	when	when	SCONJ
cana-4231	47	13	it	it	PRON
cana-4231	47	14	comes	come	VERB
cana-4231	47	15	to	to	ADP
cana-4231	47	16	memory	memory	NOUN
cana-4231	47	17	management	management	NOUN
cana-4231	47	18	[	[	X
cana-4231	47	19	15	15	NUM
cana-4231	47	20	]	]	PUNCT
cana-4231	47	21	.	.	PUNCT
cana-4231	48	1	many	many	ADJ
cana-4231	48	2	of	of	ADP
cana-4231	48	3	the	the	DET
cana-4231	48	4	available	available	ADJ
cana-4231	48	5	power	power	NOUN
cana-4231	48	6	is	be	AUX
cana-4231	48	7	consumed	consume	VERB
cana-4231	48	8	by	by	ADP
cana-4231	48	9	memory	memory	NOUN
cana-4231	48	10	operations	operation	NOUN
cana-4231	48	11	,	,	PUNCT
cana-4231	48	12	such	such	ADJ
cana-4231	48	13	as	as	ADP
cana-4231	48	14	allocation	allocation	NOUN
cana-4231	48	15	,	,	PUNCT
cana-4231	48	16	deallocation	deallocation	NOUN
cana-4231	48	17	,	,	PUNCT
cana-4231	48	18	and	and	CCONJ
cana-4231	48	19	compaction	compaction	NOUN
cana-4231	48	20	.	.	PUNCT
cana-4231	49	1	due	due	ADP
cana-4231	49	2	to	to	ADP
cana-4231	49	3	deficient	deficient	ADJ
cana-4231	49	4	memory	memory	NOUN
cana-4231	49	5	management	management	NOUN
cana-4231	49	6	,	,	PUNCT
cana-4231	49	7	batterypowered	batterypowered	ADJ
cana-4231	49	8	devices	device	NOUN
cana-4231	49	9	experience	experience	VERB
cana-4231	49	10	a	a	DET
cana-4231	49	11	reduced	reduce	VERB
cana-4231	49	12	operational	operational	ADJ
cana-4231	49	13	lifespan	lifespan	NOUN
cana-4231	49	14	and	and	CCONJ
cana-4231	49	15	accelerated	accelerate	VERB
cana-4231	49	16	hardware	hardware	NOUN
cana-4231	49	17	wear	wear	NOUN
cana-4231	49	18	and	and	CCONJ
cana-4231	49	19	tear	tear	ADJ
cana-4231	49	20	.	.	PUNCT
cana-4231	50	1	although	although	SCONJ
cana-4231	50	2	these	these	DET
cana-4231	50	3	cycles	cycle	NOUN
cana-4231	50	4	are	be	AUX
cana-4231	50	5	crucial	crucial	ADJ
cana-4231	50	6	for	for	ADP
cana-4231	50	7	fragmentation	fragmentation	NOUN
cana-4231	50	8	minimisation	minimisation	NOUN
cana-4231	50	9	,	,	PUNCT
cana-4231	50	10	they	they	PRON
cana-4231	50	11	may	may	AUX
cana-4231	50	12	result	result	VERB
cana-4231	50	13	in	in	ADP
cana-4231	50	14	performance	performance	NOUN
cana-4231	50	15	issues	issue	NOUN
cana-4231	50	16	if	if	SCONJ
cana-4231	50	17	the	the	DET
cana-4231	50	18	computational	computational	ADJ
cana-4231	50	19	burden	burden	NOUN
cana-4231	50	20	they	they	PRON
cana-4231	50	21	impose	impose	VERB
cana-4231	50	22	exceeds	exceed	VERB
cana-4231	50	23	the	the	DET
cana-4231	50	24	device	device	NOUN
cana-4231	50	25	's	's	PART
cana-4231	50	26	processing	processing	NOUN
cana-4231	50	27	capacity	capacity	NOUN
cana-4231	50	28	.	.	PUNCT
cana-4231	51	1	memory	memory	NOUN
cana-4231	51	2	management	management	NOUN
cana-4231	51	3	is	be	AUX
cana-4231	51	4	further	far	ADV
cana-4231	51	5	complicated	complicate	VERB
cana-4231	51	6	by	by	ADP
cana-4231	51	7	security	security	NOUN
cana-4231	51	8	issues	issue	NOUN
cana-4231	51	9	[	[	X
cana-4231	51	10	16	16	NUM
cana-4231	51	11	]	]	PUNCT
cana-4231	51	12	.	.	PUNCT
cana-4231	52	1	provision	provision	NOUN
cana-4231	52	2	of	of	ADP
cana-4231	52	3	secure	secure	ADJ
cana-4231	52	4	memory	memory	NOUN
cana-4231	52	5	operations	operation	NOUN
cana-4231	52	6	is	be	AUX
cana-4231	52	7	ever	ever	ADV
cana-4231	52	8	more	more	ADV
cana-4231	52	9	important	important	ADJ
cana-4231	52	10	due	due	ADP
cana-4231	52	11	to	to	ADP
cana-4231	52	12	the	the	DET
cana-4231	52	13	increasing	increase	VERB
cana-4231	52	14	use	use	NOUN
cana-4231	52	15	of	of	ADP
cana-4231	52	16	iot	iot	ADJ
cana-4231	52	17	devices	device	NOUN
cana-4231	52	18	in	in	ADP
cana-4231	52	19	vital	vital	ADJ
cana-4231	52	20	sectors	sector	NOUN
cana-4231	52	21	such	such	ADJ
cana-4231	52	22	as	as	ADP
cana-4231	52	23	healthcare	healthcare	NOUN
cana-4231	52	24	and	and	CCONJ
cana-4231	52	25	banking	banking	NOUN
cana-4231	52	26	.	.	PUNCT
cana-4231	53	1	however	however	ADV
cana-4231	53	2	,	,	PUNCT
cana-4231	53	3	memory	memory	NOUN
cana-4231	53	4	and	and	CCONJ
cana-4231	53	5	processing	processing	NOUN
cana-4231	53	6	power	power	NOUN
cana-4231	53	7	are	be	AUX
cana-4231	53	8	often	often	ADV
cana-4231	53	9	increased	increase	VERB
cana-4231	53	10	when	when	SCONJ
cana-4231	53	11	additional	additional	ADJ
cana-4231	53	12	security	security	NOUN
cana-4231	53	13	measures	measure	NOUN
cana-4231	53	14	are	be	AUX
cana-4231	53	15	included	include	VERB
cana-4231	53	16	,	,	PUNCT
cana-4231	53	17	compromising	compromise	VERB
cana-4231	53	18	system	system	NOUN
cana-4231	53	19	efficiency	efficiency	NOUN
cana-4231	53	20	and	and	CCONJ
cana-4231	53	21	security	security	NOUN
cana-4231	53	22	.	.	PUNCT
cana-4231	54	1	finally	finally	ADV
cana-4231	54	2	,	,	PUNCT
cana-4231	54	3	the	the	DET
cana-4231	54	4	diversity	diversity	NOUN
cana-4231	54	5	of	of	ADP
cana-4231	54	6	iot	iot	PROPN
cana-4231	54	7	ecosystems	ecosystem	NOUN
cana-4231	54	8	makes	make	VERB
cana-4231	54	9	it	it	PRON
cana-4231	54	10	challenging	challenging	ADJ
cana-4231	54	11	to	to	PART
cana-4231	54	12	design	design	VERB
cana-4231	54	13	bespoke	bespoke	NOUN
cana-4231	54	14	memory	memory	NOUN
cana-4231	54	15	management	management	NOUN
cana-4231	54	16	solutions	solution	NOUN
cana-4231	54	17	[	[	X
cana-4231	54	18	17	17	NUM
cana-4231	54	19	]	]	PUNCT
cana-4231	54	20	.	.	PUNCT
cana-4231	55	1	the	the	DET
cana-4231	55	2	wide	wide	ADJ
cana-4231	55	3	variety	variety	NOUN
cana-4231	55	4	of	of	ADP
cana-4231	55	5	hardware	hardware	NOUN
cana-4231	55	6	designs	design	NOUN
cana-4231	55	7	,	,	PUNCT
cana-4231	55	8	operating	operating	NOUN
cana-4231	55	9	systems	system	NOUN
cana-4231	55	10	,	,	PUNCT
cana-4231	55	11	and	and	CCONJ
cana-4231	55	12	application	application	NOUN
cana-4231	55	13	requirements	requirement	NOUN
cana-4231	55	14	makes	make	VERB
cana-4231	55	15	it	it	PRON
cana-4231	55	16	challenging	challenging	ADJ
cana-4231	55	17	to	to	PART
cana-4231	55	18	find	find	VERB
cana-4231	55	19	a	a	DET
cana-4231	55	20	common	common	ADJ
cana-4231	55	21	solution	solution	NOUN
cana-4231	55	22	for	for	ADP
cana-4231	55	23	iot	iot	ADJ
cana-4231	55	24	devices	device	NOUN
cana-4231	55	25	.	.	PUNCT
cana-4231	56	1	maximising	maximise	VERB
cana-4231	56	2	a	a	DET
cana-4231	56	3	device	device	NOUN
cana-4231	56	4	's	's	PART
cana-4231	56	5	memory	memory	NOUN
cana-4231	56	6	capacity	capacity	NOUN
cana-4231	56	7	requires	require	VERB
cana-4231	56	8	solutions	solution	NOUN
cana-4231	56	9	that	that	PRON
cana-4231	56	10	are	be	AUX
cana-4231	56	11	customised	customise	VERB
cana-4231	56	12	to	to	ADP
cana-4231	56	13	its	its	PRON
cana-4231	56	14	specific	specific	ADJ
cana-4231	56	15	features	feature	NOUN
cana-4231	56	16	and	and	CCONJ
cana-4231	56	17	constraints	constraint	NOUN
cana-4231	56	18	.	.	PUNCT
cana-4231	57	1	the	the	DET
cana-4231	57	2	existing	exist	VERB
cana-4231	57	3	approaches	approach	NOUN
cana-4231	57	4	for	for	ADP
cana-4231	57	5	memory	memory	NOUN
cana-4231	57	6	management	management	NOUN
cana-4231	57	7	in	in	ADP
cana-4231	57	8	embedded	embed	VERB
cana-4231	57	9	iot	iot	NOUN
cana-4231	57	10	devices	device	NOUN
cana-4231	57	11	need	need	VERB
cana-4231	57	12	a	a	DET
cana-4231	57	13	comprehensive	comprehensive	ADJ
cana-4231	57	14	reform	reform	NOUN
cana-4231	57	15	to	to	PART
cana-4231	57	16	surmount	surmount	VERB
cana-4231	57	17	these	these	DET
cana-4231	57	18	challenges	challenge	NOUN
cana-4231	57	19	[	[	X
cana-4231	57	20	18	18	NUM
cana-4231	57	21	]	]	PUNCT
cana-4231	57	22	.	.	PUNCT
cana-4231	58	1	the	the	DET
cana-4231	58	2	smart	smart	ADJ
cana-4231	58	3	management	management	NOUN
cana-4231	58	4	framework	framework	NOUN
cana-4231	58	5	(	(	PUNCT
cana-4231	58	6	smf	smf	PROPN
cana-4231	58	7	)	)	PUNCT
cana-4231	58	8	is	be	AUX
cana-4231	58	9	a	a	DET
cana-4231	58	10	comprehensive	comprehensive	ADJ
cana-4231	58	11	methodology	methodology	NOUN
cana-4231	58	12	that	that	PRON
cana-4231	58	13	integrates	integrate	VERB
cana-4231	58	14	memory	memory	NOUN
cana-4231	58	15	-	-	PUNCT
cana-4231	58	16	aware	aware	ADJ
cana-4231	58	17	allocation	allocation	NOUN
cana-4231	58	18	algorithms	algorithm	NOUN
cana-4231	58	19	,	,	PUNCT
cana-4231	58	20	dynamic	dynamic	ADJ
cana-4231	58	21	garbage	garbage	NOUN
cana-4231	58	22	collection	collection	NOUN
cana-4231	58	23	strategies	strategy	NOUN
cana-4231	58	24	,	,	PUNCT
cana-4231	58	25	and	and	CCONJ
cana-4231	58	26	compaction	compaction	NOUN
cana-4231	58	27	techniques	technique	NOUN
cana-4231	58	28	[	[	X
cana-4231	58	29	19	19	NUM
cana-4231	58	30	]	]	PUNCT
cana-4231	58	31	.	.	PUNCT
cana-4231	59	1	the	the	DET
cana-4231	59	2	use	use	NOUN
cana-4231	59	3	of	of	ADP
cana-4231	59	4	adaptive	adaptive	ADJ
cana-4231	59	5	rules	rule	NOUN
cana-4231	59	6	and	and	CCONJ
cana-4231	59	7	real	real	ADJ
cana-4231	59	8	-	-	PUNCT
cana-4231	59	9	time	time	NOUN
cana-4231	59	10	monitoring	monitoring	NOUN
cana-4231	59	11	inside	inside	ADP
cana-4231	59	12	smf	smf	PROPN
cana-4231	59	13	enhances	enhance	VERB
cana-4231	59	14	the	the	DET
cana-4231	59	15	overall	overall	ADJ
cana-4231	59	16	performance	performance	NOUN
cana-4231	59	17	,	,	PUNCT
cana-4231	59	18	reliability	reliability	NOUN
cana-4231	59	19	,	,	PUNCT
cana-4231	59	20	and	and	CCONJ
cana-4231	59	21	energy	energy	NOUN
cana-4231	59	22	efficiency	efficiency	NOUN
cana-4231	59	23	of	of	ADP
cana-4231	59	24	iot	iot	PROPN
cana-4231	59	25	devices	device	NOUN
cana-4231	59	26	while	while	SCONJ
cana-4231	59	27	simultaneously	simultaneously	ADV
cana-4231	59	28	reducing	reduce	VERB
cana-4231	59	29	fragmentation	fragmentation	NOUN
cana-4231	59	30	.	.	PUNCT
cana-4231	60	1	this	this	DET
cana-4231	60	2	project	project	NOUN
cana-4231	60	3	will	will	AUX
cana-4231	60	4	enrich	enrich	VERB
cana-4231	60	5	and	and	CCONJ
cana-4231	60	6	prolong	prolong	VERB
cana-4231	60	7	internet	internet	NOUN
cana-4231	60	8	of	of	ADP
cana-4231	60	9	things	thing	NOUN
cana-4231	60	10	(	(	PUNCT
cana-4231	60	11	iot	iot	NOUN
cana-4231	60	12	)	)	PUNCT
cana-4231	60	13	ecosystems	ecosystem	NOUN
cana-4231	60	14	by	by	ADP
cana-4231	60	15	optimising	optimise	VERB
cana-4231	60	16	the	the	DET
cana-4231	60	17	management	management	NOUN
cana-4231	60	18	of	of	ADP
cana-4231	60	19	embedded	embed	VERB
cana-4231	60	20	system	system	NOUN
cana-4231	60	21	resources	resource	NOUN
cana-4231	60	22	.	.	PUNCT
cana-4231	61	1	literature	literature	PROPN
cana-4231	61	2	review	review	PROPN
cana-4231	61	3	behera	behera	PROPN
cana-4231	61	4	et.al	et.al	PROPN
cana-4231	61	5	(	(	PUNCT
cana-4231	61	6	2024	2024	NUM
cana-4231	61	7	)	)	PUNCT
cana-4231	61	8	the	the	DET
cana-4231	61	9	smart	smart	ADJ
cana-4231	61	10	memory	memory	NOUN
cana-4231	61	11	management	management	NOUN
cana-4231	61	12	(	(	PUNCT
cana-4231	61	13	samm	samm	PROPN
cana-4231	61	14	)	)	PUNCT
cana-4231	61	15	solution	solution	NOUN
cana-4231	61	16	offers	offer	VERB
cana-4231	61	17	a	a	DET
cana-4231	61	18	new	new	ADJ
cana-4231	61	19	way	way	NOUN
cana-4231	61	20	to	to	PART
cana-4231	61	21	improve	improve	VERB
cana-4231	61	22	memory	memory	NOUN
cana-4231	61	23	allocation	allocation	NOUN
cana-4231	61	24	and	and	CCONJ
cana-4231	61	25	utilisation	utilisation	NOUN
cana-4231	61	26	for	for	ADP
cana-4231	61	27	embedded	embed	VERB
cana-4231	61	28	systems	system	NOUN
cana-4231	61	29	that	that	PRON
cana-4231	61	30	do	do	AUX
cana-4231	61	31	not	not	PART
cana-4231	61	32	have	have	VERB
cana-4231	61	33	memory	memory	NOUN
cana-4231	61	34	management	management	NOUN
cana-4231	61	35	units	unit	NOUN
cana-4231	61	36	(	(	PUNCT
cana-4231	61	37	mmus	mmus	NOUN
cana-4231	61	38	)	)	PUNCT
cana-4231	61	39	.	.	PUNCT
cana-4231	62	1	prioritising	prioritise	VERB
cana-4231	62	2	memory	memory	NOUN
cana-4231	62	3	segments	segment	NOUN
cana-4231	62	4	according	accord	VERB
cana-4231	62	5	to	to	ADP
cana-4231	62	6	dynamic	dynamic	ADJ
cana-4231	62	7	needs	need	NOUN
cana-4231	62	8	and	and	CCONJ
cana-4231	62	9	use	use	VERB
cana-4231	62	10	patterns	pattern	NOUN
cana-4231	62	11	helps	help	VERB
cana-4231	62	12	increase	increase	VERB
cana-4231	62	13	system	system	NOUN
cana-4231	62	14	performance	performance	NOUN
cana-4231	62	15	and	and	CCONJ
cana-4231	62	16	reduce	reduce	VERB
cana-4231	62	17	memory	memory	NOUN
cana-4231	62	18	fragmentation	fragmentation	NOUN
cana-4231	62	19	.	.	PUNCT
cana-4231	63	1	samm	samm	PROPN
cana-4231	63	2	provides	provide	VERB
cana-4231	63	3	efficient	efficient	ADJ
cana-4231	63	4	and	and	CCONJ
cana-4231	63	5	lightweight	lightweight	ADJ
cana-4231	63	6	memory	memory	NOUN
cana-4231	63	7	management	management	NOUN
cana-4231	63	8	services	service	NOUN
cana-4231	63	9	and	and	CCONJ
cana-4231	63	10	fits	fit	VERB
cana-4231	63	11	nicely	nicely	ADV
cana-4231	63	12	into	into	ADP
cana-4231	63	13	recent	recent	ADJ
cana-4231	63	14	embedded	embed	VERB
cana-4231	63	15	systems	system	NOUN
cana-4231	63	16	without	without	ADP
cana-4231	63	17	requiring	require	VERB
cana-4231	63	18	mmu	mmu	ADJ
cana-4231	63	19	support	support	NOUN
cana-4231	63	20	.	.	PUNCT
cana-4231	64	1	the	the	DET
cana-4231	64	2	suggested	suggest	VERB
cana-4231	64	3	approach	approach	NOUN
cana-4231	64	4	optimises	optimise	VERB
cana-4231	64	5	system	system	NOUN
cana-4231	64	6	performance	performance	NOUN
cana-4231	64	7	while	while	SCONJ
cana-4231	64	8	limiting	limit	VERB
cana-4231	64	9	memory	memory	NOUN
cana-4231	64	10	fragmentation	fragmentation	NOUN
cana-4231	64	11	,	,	PUNCT
cana-4231	64	12	providing	provide	VERB
cana-4231	64	13	a	a	DET
cana-4231	64	14	lightweight	lightweight	ADJ
cana-4231	64	15	and	and	CCONJ
cana-4231	64	16	efficient	efficient	ADJ
cana-4231	64	17	option	option	NOUN
cana-4231	64	18	for	for	ADP
cana-4231	64	19	modern	modern	ADJ
cana-4231	64	20	embedded	embed	VERB
cana-4231	64	21	systems	system	NOUN
cana-4231	64	22	.	.	PUNCT
cana-4231	65	1	almorabea	almorabea	ADJ
cana-4231	65	2	et.al	et.al	PROPN
cana-4231	65	3	(	(	PUNCT
cana-4231	65	4	2023	2023	NUM
cana-4231	65	5	)	)	PUNCT
cana-4231	65	6	this	this	DET
cana-4231	65	7	paper	paper	NOUN
cana-4231	65	8	introduces	introduce	VERB
cana-4231	65	9	an	an	DET
cana-4231	65	10	intrusion	intrusion	NOUN
cana-4231	65	11	detection	detection	NOUN
cana-4231	65	12	system	system	NOUN
cana-4231	65	13	that	that	PRON
cana-4231	65	14	detects	detect	VERB
cana-4231	65	15	ping	ping	NOUN
cana-4231	65	16	deluge	deluge	NOUN
cana-4231	65	17	attacks	attack	NOUN
cana-4231	65	18	on	on	ADP
cana-4231	65	19	iot	iot	PROPN
cana-4231	65	20	networks	network	NOUN
cana-4231	65	21	.	.	PUNCT
cana-4231	66	1	using	use	VERB
cana-4231	66	2	an	an	DET
cana-4231	66	3	iot	iot	NOUN
cana-4231	66	4	testbed	testbe	VERB
cana-4231	66	5	with	with	ADP
cana-4231	66	6	embedded	embed	VERB
cana-4231	66	7	devices	device	NOUN
cana-4231	66	8	,	,	PUNCT
cana-4231	66	9	it	it	PRON
cana-4231	66	10	simulates	simulate	VERB
cana-4231	66	11	two	two	NUM
cana-4231	66	12	datasets	dataset	NOUN
cana-4231	66	13	:	:	PUNCT
cana-4231	66	14	malevolent	malevolent	ADJ
cana-4231	66	15	ping	ping	PROPN
cana-4231	66	16	flood	flood	NOUN
cana-4231	66	17	attack	attack	NOUN
cana-4231	66	18	traffic	traffic	NOUN
cana-4231	66	19	and	and	CCONJ
cana-4231	66	20	regular	regular	ADJ
cana-4231	66	21	ping	ping	NOUN
cana-4231	66	22	traffic	traffic	NOUN
cana-4231	66	23	.	.	PUNCT
cana-4231	67	1	the	the	DET
cana-4231	67	2	framework	framework	NOUN
cana-4231	67	3	employs	employ	VERB
cana-4231	67	4	three	three	NUM
cana-4231	67	5	machine	machine	NOUN
cana-4231	67	6	learning	learning	NOUN
cana-4231	67	7	methods	method	NOUN
cana-4231	67	8	:	:	PUNCT
cana-4231	67	9	logistic	logistic	ADJ
cana-4231	67	10	regression	regression	NOUN
cana-4231	67	11	,	,	PUNCT
cana-4231	67	12	support	support	VERB
cana-4231	67	13	vector	vector	NOUN
cana-4231	67	14	machines	machine	NOUN
cana-4231	67	15	,	,	PUNCT
cana-4231	67	16	and	and	CCONJ
cana-4231	67	17	k	k	X
cana-4231	67	18	-	-	PUNCT
cana-4231	67	19	nearest	near	ADJ
cana-4231	67	20	neighbour	neighbour	NOUN
cana-4231	67	21	.	.	PUNCT
cana-4231	68	1	the	the	DET
cana-4231	68	2	models	model	NOUN
cana-4231	68	3	are	be	AUX
cana-4231	68	4	evaluated	evaluate	VERB
cana-4231	68	5	in	in	ADP
cana-4231	68	6	terms	term	NOUN
cana-4231	68	7	of	of	ADP
cana-4231	68	8	their	their	PRON
cana-4231	68	9	accuracy	accuracy	NOUN
cana-4231	68	10	,	,	PUNCT
cana-4231	68	11	precision	precision	NOUN
cana-4231	68	12	,	,	PUNCT
cana-4231	68	13	recall	recall	NOUN
cana-4231	68	14	,	,	PUNCT
cana-4231	68	15	f1	f1	NOUN
cana-4231	68	16	-	-	PUNCT
cana-4231	68	17	score	score	NOUN
cana-4231	68	18	,	,	PUNCT
cana-4231	68	19	and	and	CCONJ
cana-4231	68	20	misclassification	misclassification	NOUN
cana-4231	68	21	.	.	PUNCT
cana-4231	69	1	furthermore	furthermore	ADV
cana-4231	69	2	,	,	PUNCT
cana-4231	69	3	communications	communication	NOUN
cana-4231	69	4	on	on	ADP
cana-4231	69	5	applied	apply	VERB
cana-4231	69	6	nonlinear	nonlinear	ADJ
cana-4231	69	7	analysis	analysis	NOUN
cana-4231	69	8	issn	issn	NOUN
cana-4231	69	9	:	:	PUNCT
cana-4231	69	10	1074	1074	NUM
cana-4231	69	11	-	-	PUNCT
cana-4231	69	12	133x	133x	NUM
cana-4231	69	13	vol	vol	NOUN
cana-4231	69	14	32	32	NUM
cana-4231	69	15	no	no	NOUN
cana-4231	69	16	.	.	PUNCT
cana-4231	70	1	9s	9s	NUM
cana-4231	70	2	(	(	PUNCT
cana-4231	70	3	2025	2025	NUM
cana-4231	70	4	)	)	PUNCT
cana-4231	70	5	1577	1577	NUM
cana-4231	70	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	71	1	the	the	DET
cana-4231	71	2	duration	duration	NOUN
cana-4231	71	3	of	of	ADP
cana-4231	71	4	time	time	NOUN
cana-4231	71	5	used	use	VERB
cana-4231	71	6	for	for	ADP
cana-4231	71	7	model	model	NOUN
cana-4231	71	8	testing	testing	NOUN
cana-4231	71	9	and	and	CCONJ
cana-4231	71	10	training	training	NOUN
cana-4231	71	11	is	be	AUX
cana-4231	71	12	assessed	assess	VERB
cana-4231	71	13	.	.	PUNCT
cana-4231	72	1	the	the	DET
cana-4231	72	2	k	k	NOUN
cana-4231	72	3	-	-	PUNCT
cana-4231	72	4	nearest	near	ADJ
cana-4231	72	5	neighbour	neighbour	ADJ
cana-4231	72	6	algorithm	algorithm	NOUN
cana-4231	72	7	demonstrated	demonstrate	VERB
cana-4231	72	8	superior	superior	ADJ
cana-4231	72	9	detection	detection	NOUN
cana-4231	72	10	accuracy	accuracy	NOUN
cana-4231	72	11	in	in	ADP
cana-4231	72	12	comparison	comparison	NOUN
cana-4231	72	13	to	to	ADP
cana-4231	72	14	the	the	DET
cana-4231	72	15	other	other	ADJ
cana-4231	72	16	two	two	NUM
cana-4231	72	17	algorithms	algorithm	NOUN
cana-4231	72	18	,	,	PUNCT
cana-4231	72	19	with	with	ADP
cana-4231	72	20	an	an	DET
cana-4231	72	21	f1	f1	NOUN
cana-4231	72	22	-	-	PUNCT
cana-4231	72	23	score	score	NOUN
cana-4231	72	24	of	of	ADP
cana-4231	72	25	99.67	99.67	NUM
cana-4231	72	26	%	%	NOUN
cana-4231	72	27	and	and	CCONJ
cana-4231	72	28	an	an	DET
cana-4231	72	29	error	error	NOUN
cana-4231	72	30	rate	rate	NOUN
cana-4231	72	31	of	of	ADP
cana-4231	72	32	0.33	0.33	NUM
cana-4231	72	33	%	%	NOUN
cana-4231	72	34	.	.	PUNCT
cana-4231	73	1	the	the	DET
cana-4231	73	2	research	research	NOUN
cana-4231	73	3	contributes	contribute	VERB
cana-4231	73	4	to	to	ADP
cana-4231	73	5	the	the	DET
cana-4231	73	6	existing	exist	VERB
cana-4231	73	7	corpus	corpus	NOUN
cana-4231	73	8	of	of	ADP
cana-4231	73	9	knowledge	knowledge	NOUN
cana-4231	73	10	regarding	regard	VERB
cana-4231	73	11	ping	ping	NOUN
cana-4231	73	12	flood	flood	NOUN
cana-4231	73	13	attacks	attack	NOUN
cana-4231	73	14	.	.	PUNCT
cana-4231	74	1	schizas	schizas	VERB
cana-4231	74	2	et.al	et.al	NOUN
cana-4231	74	3	(	(	PUNCT
cana-4231	74	4	2022	2022	NUM
cana-4231	74	5	)	)	PUNCT
cana-4231	74	6	the	the	DET
cana-4231	74	7	rise	rise	NOUN
cana-4231	74	8	of	of	ADP
cana-4231	74	9	low	low	ADJ
cana-4231	74	10	-	-	PUNCT
cana-4231	74	11	power	power	NOUN
cana-4231	74	12	embedded	embed	VERB
cana-4231	74	13	devices	device	NOUN
cana-4231	74	14	and	and	CCONJ
cana-4231	74	15	machine	machine	NOUN
cana-4231	74	16	learning	learning	NOUN
cana-4231	74	17	algorithms	algorithm	NOUN
cana-4231	74	18	has	have	AUX
cana-4231	74	19	led	lead	VERB
cana-4231	74	20	to	to	ADP
cana-4231	74	21	the	the	DET
cana-4231	74	22	development	development	NOUN
cana-4231	74	23	of	of	ADP
cana-4231	74	24	lightweight	lightweight	ADJ
cana-4231	74	25	ml	ml	NOUN
cana-4231	74	26	frameworks	framework	NOUN
cana-4231	74	27	like	like	ADP
cana-4231	74	28	tinyml	tinyml	NOUN
cana-4231	74	29	,	,	PUNCT
cana-4231	74	30	which	which	PRON
cana-4231	74	31	aim	aim	VERB
cana-4231	74	32	to	to	PART
cana-4231	74	33	reduce	reduce	VERB
cana-4231	74	34	latency	latency	NOUN
cana-4231	74	35	,	,	PUNCT
cana-4231	74	36	improve	improve	VERB
cana-4231	74	37	data	data	NOUN
cana-4231	74	38	security	security	NOUN
cana-4231	74	39	,	,	PUNCT
cana-4231	74	40	and	and	CCONJ
cana-4231	74	41	reduce	reduce	VERB
cana-4231	74	42	costs	cost	NOUN
cana-4231	74	43	in	in	ADP
cana-4231	74	44	cloud	cloud	ADJ
cana-4231	74	45	environments	environment	NOUN
cana-4231	74	46	.	.	PUNCT
cana-4231	75	1	tinyml	tinyml	ADJ
cana-4231	75	2	provides	provide	VERB
cana-4231	75	3	on	on	ADP
cana-4231	75	4	-	-	PUNCT
cana-4231	75	5	premises	premise	NOUN
cana-4231	75	6	analytics	analytic	NOUN
cana-4231	75	7	that	that	PRON
cana-4231	75	8	significantly	significantly	ADV
cana-4231	75	9	value	value	VERB
cana-4231	75	10	iot	iot	PROPN
cana-4231	75	11	services	service	NOUN
cana-4231	75	12	,	,	PUNCT
cana-4231	75	13	especially	especially	ADV
cana-4231	75	14	in	in	ADP
cana-4231	75	15	limited	limited	ADJ
cana-4231	75	16	connection	connection	NOUN
cana-4231	75	17	environments	environment	NOUN
cana-4231	75	18	.	.	PUNCT
cana-4231	76	1	the	the	DET
cana-4231	76	2	review	review	NOUN
cana-4231	76	3	article	article	NOUN
cana-4231	76	4	defines	define	VERB
cana-4231	76	5	tinyml	tinyml	VERB
cana-4231	76	6	,	,	PUNCT
cana-4231	76	7	its	its	PRON
cana-4231	76	8	benefits	benefit	NOUN
cana-4231	76	9	,	,	PUNCT
cana-4231	76	10	uses	use	NOUN
cana-4231	76	11	,	,	PUNCT
cana-4231	76	12	and	and	CCONJ
cana-4231	76	13	background	background	NOUN
cana-4231	76	14	information	information	NOUN
cana-4231	76	15	,	,	PUNCT
cana-4231	76	16	and	and	CCONJ
cana-4231	76	17	showcases	showcase	VERB
cana-4231	76	18	the	the	DET
cana-4231	76	19	tensorflow	tensorflow	NOUN
cana-4231	76	20	lite	lite	NOUN
cana-4231	76	21	framework	framework	NOUN
cana-4231	76	22	supporting	support	VERB
cana-4231	76	23	it	it	PRON
cana-4231	76	24	.	.	PUNCT
cana-4231	77	1	it	it	PRON
cana-4231	77	2	also	also	ADV
cana-4231	77	3	explores	explore	VERB
cana-4231	77	4	the	the	DET
cana-4231	77	5	integration	integration	NOUN
cana-4231	77	6	of	of	ADP
cana-4231	77	7	tinyml	tinyml	ADJ
cana-4231	77	8	with	with	ADP
cana-4231	77	9	network	network	NOUN
cana-4231	77	10	technologies	technology	NOUN
cana-4231	77	11	like	like	ADP
cana-4231	77	12	5	5	NUM
cana-4231	77	13	g	g	NOUN
cana-4231	77	14	and	and	CCONJ
cana-4231	77	15	lpwan	lpwan	PROPN
cana-4231	77	16	.	.	PUNCT
cana-4231	78	1	this	this	DET
cana-4231	78	2	analysis	analysis	NOUN
cana-4231	78	3	is	be	AUX
cana-4231	78	4	expected	expect	VERB
cana-4231	78	5	to	to	PART
cana-4231	78	6	serve	serve	VERB
cana-4231	78	7	as	as	ADP
cana-4231	78	8	an	an	DET
cana-4231	78	9	informational	informational	ADJ
cana-4231	78	10	pillar	pillar	NOUN
cana-4231	78	11	for	for	ADP
cana-4231	78	12	the	the	DET
cana-4231	78	13	iot	iot	ADJ
cana-4231	78	14	/	/	SYM
cana-4231	78	15	cloud	cloud	NOUN
cana-4231	78	16	research	research	NOUN
cana-4231	78	17	community	community	NOUN
cana-4231	78	18	.	.	PUNCT
cana-4231	79	1	farooq	farooq	PROPN
cana-4231	79	2	et.al	et.al	PROPN
cana-4231	79	3	(	(	PUNCT
cana-4231	79	4	2022	2022	NUM
cana-4231	79	5	)	)	PUNCT
cana-4231	79	6	the	the	DET
cana-4231	79	7	internet	internet	NOUN
cana-4231	79	8	of	of	ADP
cana-4231	79	9	things	thing	NOUN
cana-4231	79	10	(	(	PUNCT
cana-4231	79	11	iot	iot	NOUN
cana-4231	79	12	)	)	PUNCT
cana-4231	79	13	has	have	AUX
cana-4231	79	14	revolutionised	revolutionise	VERB
cana-4231	79	15	the	the	DET
cana-4231	79	16	manner	manner	NOUN
cana-4231	79	17	in	in	ADP
cana-4231	79	18	which	which	PRON
cana-4231	79	19	we	we	PRON
cana-4231	79	20	communicate	communicate	VERB
cana-4231	79	21	and	and	CCONJ
cana-4231	79	22	has	have	AUX
cana-4231	79	23	also	also	ADV
cana-4231	79	24	enabled	enable	VERB
cana-4231	79	25	the	the	DET
cana-4231	79	26	physical	physical	ADJ
cana-4231	79	27	world	world	NOUN
cana-4231	79	28	to	to	PART
cana-4231	79	29	become	become	VERB
cana-4231	79	30	more	more	ADV
cana-4231	79	31	intelligent	intelligent	ADJ
cana-4231	79	32	.	.	PUNCT
cana-4231	80	1	greenhouse	greenhouse	NOUN
cana-4231	80	2	farming	farming	NOUN
cana-4231	80	3	is	be	AUX
cana-4231	80	4	the	the	DET
cana-4231	80	5	most	most	ADV
cana-4231	80	6	striking	striking	ADJ
cana-4231	80	7	example	example	NOUN
cana-4231	80	8	of	of	ADP
cana-4231	80	9	the	the	DET
cana-4231	80	10	transition	transition	NOUN
cana-4231	80	11	from	from	ADP
cana-4231	80	12	conventional	conventional	ADJ
cana-4231	80	13	to	to	ADP
cana-4231	80	14	modern	modern	ADJ
cana-4231	80	15	agricultural	agricultural	ADJ
cana-4231	80	16	practices	practice	NOUN
cana-4231	80	17	in	in	ADP
cana-4231	80	18	the	the	DET
cana-4231	80	19	past	past	ADJ
cana-4231	80	20	decade	decade	NOUN
cana-4231	80	21	.	.	PUNCT
cana-4231	81	1	the	the	DET
cana-4231	81	2	objective	objective	NOUN
cana-4231	81	3	of	of	ADP
cana-4231	81	4	this	this	DET
cana-4231	81	5	project	project	NOUN
cana-4231	81	6	is	be	AUX
cana-4231	81	7	to	to	PART
cana-4231	81	8	suggest	suggest	VERB
cana-4231	81	9	a	a	DET
cana-4231	81	10	network	network	NOUN
cana-4231	81	11	architecture	architecture	NOUN
cana-4231	81	12	for	for	ADP
cana-4231	81	13	a	a	DET
cana-4231	81	14	sustainable	sustainable	ADJ
cana-4231	81	15	greenhouse	greenhouse	NOUN
cana-4231	81	16	environment	environment	NOUN
cana-4231	81	17	that	that	PRON
cana-4231	81	18	is	be	AUX
cana-4231	81	19	based	base	VERB
cana-4231	81	20	on	on	ADP
cana-4231	81	21	the	the	DET
cana-4231	81	22	internet	internet	NOUN
cana-4231	81	23	of	of	ADP
cana-4231	81	24	things	thing	NOUN
cana-4231	81	25	(	(	PUNCT
cana-4231	81	26	iot	iot	NOUN
cana-4231	81	27	)	)	PUNCT
cana-4231	81	28	and	and	CCONJ
cana-4231	81	29	to	to	PART
cana-4231	81	30	provide	provide	VERB
cana-4231	81	31	control	control	NOUN
cana-4231	81	32	mechanisms	mechanism	NOUN
cana-4231	81	33	for	for	ADP
cana-4231	81	34	effective	effective	ADJ
cana-4231	81	35	resource	resource	NOUN
cana-4231	81	36	management	management	NOUN
cana-4231	81	37	.	.	PUNCT
cana-4231	82	1	it	it	PRON
cana-4231	82	2	examines	examine	VERB
cana-4231	82	3	iot	iot	NOUN
cana-4231	82	4	-	-	PUNCT
cana-4231	82	5	based	base	VERB
cana-4231	82	6	sensors	sensor	NOUN
cana-4231	82	7	,	,	PUNCT
cana-4231	82	8	equipment	equipment	NOUN
cana-4231	82	9	,	,	PUNCT
cana-4231	82	10	and	and	CCONJ
cana-4231	82	11	communication	communication	NOUN
cana-4231	82	12	protocols	protocol	NOUN
cana-4231	82	13	,	,	PUNCT
cana-4231	82	14	and	and	CCONJ
cana-4231	82	15	discusses	discuss	VERB
cana-4231	82	16	internet	internet	NOUN
cana-4231	82	17	of	of	ADP
cana-4231	82	18	things	thing	NOUN
cana-4231	82	19	(	(	PUNCT
cana-4231	82	20	iot	iot	NOUN
cana-4231	82	21	)	)	PUNCT
cana-4231	82	22	applications	application	NOUN
cana-4231	82	23	in	in	ADP
cana-4231	82	24	greenhouses	greenhouse	NOUN
cana-4231	82	25	.	.	PUNCT
cana-4231	83	1	the	the	DET
cana-4231	83	2	paper	paper	NOUN
cana-4231	83	3	explores	explore	VERB
cana-4231	83	4	the	the	DET
cana-4231	83	5	challenges	challenge	NOUN
cana-4231	83	6	and	and	CCONJ
cana-4231	83	7	security	security	NOUN
cana-4231	83	8	issues	issue	NOUN
cana-4231	83	9	associated	associate	VERB
cana-4231	83	10	with	with	ADP
cana-4231	83	11	smart	smart	ADJ
cana-4231	83	12	greenhouse	greenhouse	NOUN
cana-4231	83	13	farming	farming	NOUN
cana-4231	83	14	,	,	PUNCT
cana-4231	83	15	in	in	ADP
cana-4231	83	16	addition	addition	NOUN
cana-4231	83	17	to	to	ADP
cana-4231	83	18	delineating	delineate	VERB
cana-4231	83	19	potential	potential	ADJ
cana-4231	83	20	future	future	ADJ
cana-4231	83	21	research	research	NOUN
cana-4231	83	22	directions	direction	NOUN
cana-4231	83	23	.	.	PUNCT
cana-4231	84	1	using	use	VERB
cana-4231	84	2	the	the	DET
cana-4231	84	3	internet	internet	NOUN
cana-4231	84	4	of	of	ADP
cana-4231	84	5	things	thing	NOUN
cana-4231	84	6	(	(	PUNCT
cana-4231	84	7	iot	iot	NOUN
cana-4231	84	8	)	)	PUNCT
cana-4231	84	9	,	,	PUNCT
cana-4231	84	10	a	a	DET
cana-4231	84	11	taxonomy	taxonomy	NOUN
cana-4231	84	12	for	for	ADP
cana-4231	84	13	greenhouse	greenhouse	NOUN
cana-4231	84	14	farm	farm	NOUN
cana-4231	84	15	management	management	NOUN
cana-4231	84	16	and	and	CCONJ
cana-4231	84	17	assaults	assault	NOUN
cana-4231	84	18	was	be	AUX
cana-4231	84	19	developed	develop	VERB
cana-4231	84	20	at	at	ADP
cana-4231	84	21	the	the	DET
cana-4231	84	22	conclusion	conclusion	NOUN
cana-4231	84	23	of	of	ADP
cana-4231	84	24	the	the	DET
cana-4231	84	25	project	project	NOUN
cana-4231	84	26	.	.	PUNCT
cana-4231	85	1	agyemang	agyemang	PROPN
cana-4231	85	2	et.al	et.al	PROPN
cana-4231	85	3	(	(	PUNCT
cana-4231	85	4	2021	2021	NUM
cana-4231	85	5	)	)	PUNCT
cana-4231	85	6	the	the	DET
cana-4231	85	7	internet	internet	NOUN
cana-4231	85	8	of	of	ADP
cana-4231	85	9	things	thing	NOUN
cana-4231	85	10	(	(	PUNCT
cana-4231	85	11	iot	iot	NOUN
cana-4231	85	12	)	)	PUNCT
cana-4231	85	13	is	be	AUX
cana-4231	85	14	a	a	DET
cana-4231	85	15	network	network	NOUN
cana-4231	85	16	of	of	ADP
cana-4231	85	17	physical	physical	ADJ
cana-4231	85	18	objects	object	NOUN
cana-4231	85	19	or	or	CCONJ
cana-4231	85	20	subsystems	subsystem	NOUN
cana-4231	85	21	connected	connect	VERB
cana-4231	85	22	via	via	ADP
cana-4231	85	23	the	the	DET
cana-4231	85	24	internet	internet	NOUN
cana-4231	85	25	,	,	PUNCT
cana-4231	85	26	enhancing	enhance	VERB
cana-4231	85	27	their	their	PRON
cana-4231	85	28	functionality	functionality	NOUN
cana-4231	85	29	and	and	CCONJ
cana-4231	85	30	communication	communication	NOUN
cana-4231	85	31	.	.	PUNCT
cana-4231	86	1	it	it	PRON
cana-4231	86	2	is	be	AUX
cana-4231	86	3	a	a	DET
cana-4231	86	4	crucial	crucial	ADJ
cana-4231	86	5	component	component	NOUN
cana-4231	86	6	of	of	ADP
cana-4231	86	7	modern	modern	ADJ
cana-4231	86	8	distributed	distribute	VERB
cana-4231	86	9	systems	system	NOUN
cana-4231	86	10	,	,	PUNCT
cana-4231	86	11	encompassing	encompass	VERB
cana-4231	86	12	objects	object	NOUN
cana-4231	86	13	like	like	ADP
cana-4231	86	14	lightbulbs	lightbulb	NOUN
cana-4231	86	15	,	,	PUNCT
cana-4231	86	16	cellphones	cellphone	NOUN
cana-4231	86	17	,	,	PUNCT
cana-4231	86	18	refrigerators	refrigerator	NOUN
cana-4231	86	19	,	,	PUNCT
cana-4231	86	20	desktop	desktop	NOUN
cana-4231	86	21	computers	computer	NOUN
cana-4231	86	22	,	,	PUNCT
cana-4231	86	23	and	and	CCONJ
cana-4231	86	24	even	even	ADV
cana-4231	86	25	supercomputers	supercomputer	NOUN
cana-4231	86	26	.	.	PUNCT
cana-4231	87	1	the	the	DET
cana-4231	87	2	concept	concept	NOUN
cana-4231	87	3	of	of	ADP
cana-4231	87	4	"	"	PUNCT
cana-4231	87	5	internet	internet	NOUN
cana-4231	87	6	of	of	ADP
cana-4231	87	7	smart	smart	ADJ
cana-4231	87	8	things	thing	NOUN
cana-4231	87	9	(	(	PUNCT
cana-4231	87	10	iost	iost	ADJ
cana-4231	87	11	)	)	PUNCT
cana-4231	87	12	"	"	PUNCT
cana-4231	87	13	is	be	AUX
cana-4231	87	14	a	a	DET
cana-4231	87	15	novel	novel	ADJ
cana-4231	87	16	autonomous	autonomous	ADJ
cana-4231	87	17	iot	iot	NOUN
cana-4231	87	18	that	that	PRON
cana-4231	87	19	incorporates	incorporate	VERB
cana-4231	87	20	autonomic	autonomic	ADJ
cana-4231	87	21	computing	computing	NOUN
cana-4231	87	22	functions	function	NOUN
cana-4231	87	23	and	and	CCONJ
cana-4231	87	24	an	an	DET
cana-4231	87	25	embedded	embed	VERB
cana-4231	87	26	knowledge	knowledge	NOUN
cana-4231	87	27	engine	engine	NOUN
cana-4231	87	28	(	(	PUNCT
cana-4231	87	29	ke	ke	NOUN
cana-4231	87	30	)	)	PUNCT
cana-4231	87	31	for	for	ADP
cana-4231	87	32	self	self	NOUN
cana-4231	87	33	-	-	PUNCT
cana-4231	87	34	awareness	awareness	NOUN
cana-4231	87	35	and	and	CCONJ
cana-4231	87	36	autonomy	autonomy	NOUN
cana-4231	87	37	in	in	ADP
cana-4231	87	38	responding	respond	VERB
cana-4231	87	39	to	to	ADP
cana-4231	87	40	dynamic	dynamic	ADJ
cana-4231	87	41	changes	change	NOUN
cana-4231	87	42	.	.	PUNCT
cana-4231	88	1	the	the	DET
cana-4231	88	2	ke	ke	NOUN
cana-4231	88	3	is	be	AUX
cana-4231	88	4	optimized	optimize	VERB
cana-4231	88	5	for	for	ADP
cana-4231	88	6	lightweight	lightweight	ADJ
cana-4231	88	7	machine	machine	NOUN
cana-4231	88	8	learning	learning	NOUN
cana-4231	88	9	and	and	CCONJ
cana-4231	88	10	fuzzy	fuzzy	ADJ
cana-4231	88	11	rule	rule	NOUN
cana-4231	88	12	-	-	PUNCT
cana-4231	88	13	based	base	VERB
cana-4231	88	14	systems	system	NOUN
cana-4231	88	15	,	,	PUNCT
cana-4231	88	16	enabling	enable	VERB
cana-4231	88	17	iost	iost	NOUN
cana-4231	88	18	to	to	PART
cana-4231	88	19	perform	perform	VERB
cana-4231	88	20	intelligent	intelligent	ADJ
cana-4231	88	21	functions	function	NOUN
cana-4231	88	22	like	like	ADP
cana-4231	88	23	self	self	NOUN
cana-4231	88	24	-	-	PUNCT
cana-4231	88	25	healing	healing	NOUN
cana-4231	88	26	,	,	PUNCT
cana-4231	88	27	self	self	NOUN
cana-4231	88	28	-	-	PUNCT
cana-4231	88	29	optimization	optimization	NOUN
cana-4231	88	30	,	,	PUNCT
cana-4231	88	31	and	and	CCONJ
cana-4231	88	32	self	self	NOUN
cana-4231	88	33	-	-	PUNCT
cana-4231	88	34	protection	protection	NOUN
cana-4231	88	35	.	.	PUNCT
cana-4231	89	1	mehmood	mehmood	PROPN
cana-4231	89	2	et.al	et.al	PROPN
cana-4231	89	3	(	(	PUNCT
cana-4231	89	4	2021	2021	NUM
cana-4231	89	5	)	)	PUNCT
cana-4231	89	6	"	"	PUNCT
cana-4231	89	7	smart	smart	ADJ
cana-4231	89	8	grid	grid	NOUN
cana-4231	89	9	"	"	PUNCT
cana-4231	89	10	is	be	AUX
cana-4231	89	11	the	the	DET
cana-4231	89	12	term	term	NOUN
cana-4231	89	13	used	use	VERB
cana-4231	89	14	to	to	PART
cana-4231	89	15	define	define	VERB
cana-4231	89	16	a	a	DET
cana-4231	89	17	modern	modern	ADJ
cana-4231	89	18	electricity	electricity	NOUN
cana-4231	89	19	grid	grid	NOUN
cana-4231	89	20	that	that	PRON
cana-4231	89	21	incorporates	incorporate	VERB
cana-4231	89	22	environmentally	environmentally	ADV
cana-4231	89	23	friendly	friendly	ADJ
cana-4231	89	24	and	and	CCONJ
cana-4231	89	25	renewable	renewable	ADJ
cana-4231	89	26	technologies	technology	NOUN
cana-4231	89	27	.	.	PUNCT
cana-4231	90	1	due	due	ADP
cana-4231	90	2	to	to	ADP
cana-4231	90	3	the	the	DET
cana-4231	90	4	proliferation	proliferation	NOUN
cana-4231	90	5	of	of	ADP
cana-4231	90	6	emerging	emerge	VERB
cana-4231	90	7	technologies	technology	NOUN
cana-4231	90	8	,	,	PUNCT
cana-4231	90	9	including	include	VERB
cana-4231	90	10	artificial	artificial	ADJ
cana-4231	90	11	intelligence	intelligence	NOUN
cana-4231	90	12	,	,	PUNCT
cana-4231	90	13	edge	edge	NOUN
cana-4231	90	14	computing	computing	NOUN
cana-4231	90	15	,	,	PUNCT
cana-4231	90	16	iot	iot	NOUN
cana-4231	90	17	,	,	PUNCT
cana-4231	90	18	big	big	ADJ
cana-4231	90	19	data	datum	NOUN
cana-4231	90	20	,	,	PUNCT
cana-4231	90	21	and	and	CCONJ
cana-4231	90	22	5	5	NUM
cana-4231	90	23	g	g	NOUN
cana-4231	90	24	,	,	PUNCT
cana-4231	90	25	this	this	DET
cana-4231	90	26	discipline	discipline	NOUN
cana-4231	90	27	has	have	AUX
cana-4231	90	28	emerged	emerge	VERB
cana-4231	90	29	as	as	ADP
cana-4231	90	30	a	a	DET
cana-4231	90	31	prominent	prominent	ADJ
cana-4231	90	32	area	area	NOUN
cana-4231	90	33	of	of	ADP
cana-4231	90	34	research	research	NOUN
cana-4231	90	35	.	.	PUNCT
cana-4231	91	1	when	when	SCONJ
cana-4231	91	2	intelligent	intelligent	ADJ
cana-4231	91	3	embedded	embed	VERB
cana-4231	91	4	devices	device	NOUN
cana-4231	91	5	with	with	ADP
cana-4231	91	6	decision	decision	NOUN
cana-4231	91	7	-	-	PUNCT
cana-4231	91	8	making	make	VERB
cana-4231	91	9	capabilities	capability	NOUN
cana-4231	91	10	are	be	AUX
cana-4231	91	11	implemented	implement	VERB
cana-4231	91	12	,	,	PUNCT
cana-4231	91	13	the	the	DET
cana-4231	91	14	grid	grid	NOUN
cana-4231	91	15	becomes	become	VERB
cana-4231	91	16	more	more	ADV
cana-4231	91	17	efficient	efficient	ADJ
cana-4231	91	18	.	.	PUNCT
cana-4231	92	1	a	a	DET
cana-4231	92	2	significant	significant	ADJ
cana-4231	92	3	obstacle	obstacle	NOUN
cana-4231	92	4	to	to	ADP
cana-4231	92	5	the	the	DET
cana-4231	92	6	internet	internet	NOUN
cana-4231	92	7	of	of	ADP
cana-4231	92	8	things	thing	NOUN
cana-4231	92	9	(	(	PUNCT
cana-4231	92	10	iot	iot	NOUN
cana-4231	92	11	)	)	PUNCT
cana-4231	92	12	is	be	AUX
cana-4231	92	13	the	the	DET
cana-4231	92	14	administration	administration	NOUN
cana-4231	92	15	of	of	ADP
cana-4231	92	16	the	the	DET
cana-4231	92	17	vast	vast	ADJ
cana-4231	92	18	quantities	quantity	NOUN
cana-4231	92	19	of	of	ADP
cana-4231	92	20	data	datum	NOUN
cana-4231	92	21	generated	generate	VERB
cana-4231	92	22	by	by	ADP
cana-4231	92	23	sensors	sensor	NOUN
cana-4231	92	24	.	.	PUNCT
cana-4231	93	1	this	this	PRON
cana-4231	93	2	can	can	AUX
cana-4231	93	3	lead	lead	VERB
cana-4231	93	4	to	to	ADP
cana-4231	93	5	concerns	concern	NOUN
cana-4231	93	6	regarding	regard	VERB
cana-4231	93	7	latency	latency	NOUN
cana-4231	93	8	,	,	PUNCT
cana-4231	93	9	security	security	NOUN
cana-4231	93	10	,	,	PUNCT
cana-4231	93	11	privacy	privacy	NOUN
cana-4231	93	12	,	,	PUNCT
cana-4231	93	13	and	and	CCONJ
cana-4231	93	14	excessive	excessive	ADJ
cana-4231	93	15	bandwidth	bandwidth	ADJ
cana-4231	93	16	usage	usage	NOUN
cana-4231	93	17	.	.	PUNCT
cana-4231	94	1	by	by	ADP
cana-4231	94	2	processing	process	VERB
cana-4231	94	3	data	datum	NOUN
cana-4231	94	4	at	at	ADP
cana-4231	94	5	the	the	DET
cana-4231	94	6	network	network	NOUN
cana-4231	94	7	periphery	periphery	NOUN
cana-4231	94	8	,	,	PUNCT
cana-4231	94	9	in	in	ADP
cana-4231	94	10	close	close	ADJ
cana-4231	94	11	proximity	proximity	NOUN
cana-4231	94	12	to	to	ADP
cana-4231	94	13	embedded	embed	VERB
cana-4231	94	14	devices	device	NOUN
cana-4231	94	15	,	,	PUNCT
cana-4231	94	16	periphery	periphery	NOUN
cana-4231	94	17	computing	computing	NOUN
cana-4231	94	18	(	(	PUNCT
cana-4231	94	19	ec	ec	PROPN
cana-4231	94	20	)	)	PUNCT
cana-4231	94	21	resolves	resolve	VERB
cana-4231	94	22	this	this	DET
cana-4231	94	23	issue	issue	NOUN
cana-4231	94	24	.	.	PUNCT
cana-4231	95	1	with	with	ADP
cana-4231	95	2	a	a	DET
cana-4231	95	3	particular	particular	ADJ
cana-4231	95	4	emphasis	emphasis	NOUN
cana-4231	95	5	on	on	ADP
cana-4231	95	6	the	the	DET
cana-4231	95	7	framework	framework	NOUN
cana-4231	95	8	,	,	PUNCT
cana-4231	95	9	requirements	requirement	NOUN
cana-4231	95	10	,	,	PUNCT
cana-4231	95	11	and	and	CCONJ
cana-4231	95	12	communications	communication	NOUN
cana-4231	95	13	on	on	ADP
cana-4231	95	14	applied	apply	VERB
cana-4231	95	15	nonlinear	nonlinear	ADJ
cana-4231	95	16	analysis	analysis	NOUN
cana-4231	95	17	issn	issn	NOUN
cana-4231	95	18	:	:	PUNCT
cana-4231	95	19	1074	1074	NUM
cana-4231	95	20	-	-	PUNCT
cana-4231	95	21	133x	133x	NUM
cana-4231	95	22	vol	vol	NOUN
cana-4231	95	23	32	32	NUM
cana-4231	95	24	no	no	NOUN
cana-4231	95	25	.	.	PUNCT
cana-4231	96	1	9s	9s	NUM
cana-4231	96	2	(	(	PUNCT
cana-4231	96	3	2025	2025	NUM
cana-4231	96	4	)	)	PUNCT
cana-4231	96	5	1578	1578	NUM
cana-4231	96	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	96	7	significant	significant	ADJ
cana-4231	96	8	implementation	implementation	NOUN
cana-4231	96	9	challenges	challenge	NOUN
cana-4231	96	10	,	,	PUNCT
cana-4231	96	11	this	this	DET
cana-4231	96	12	investigation	investigation	NOUN
cana-4231	96	13	offers	offer	VERB
cana-4231	96	14	a	a	DET
cana-4231	96	15	comprehensive	comprehensive	ADJ
cana-4231	96	16	examination	examination	NOUN
cana-4231	96	17	of	of	ADP
cana-4231	96	18	smart	smart	ADJ
cana-4231	96	19	grid	grid	NOUN
cana-4231	96	20	systems	system	NOUN
cana-4231	96	21	that	that	PRON
cana-4231	96	22	are	be	AUX
cana-4231	96	23	based	base	VERB
cana-4231	96	24	on	on	ADP
cana-4231	96	25	iot	iot	PROPN
cana-4231	96	26	and	and	CCONJ
cana-4231	96	27	ec	ec	PROPN
cana-4231	96	28	.	.	PUNCT
cana-4231	97	1	qasem	qasem	ADJ
cana-4231	97	2	et.al	et.al	PROPN
cana-4231	97	3	(	(	PUNCT
cana-4231	97	4	2021	2021	NUM
cana-4231	97	5	)	)	PUNCT
cana-4231	97	6	the	the	DET
cana-4231	97	7	impact	impact	NOUN
cana-4231	97	8	from	from	ADP
cana-4231	97	9	the	the	DET
cana-4231	97	10	internet	internet	NOUN
cana-4231	97	11	of	of	ADP
cana-4231	97	12	things	thing	NOUN
cana-4231	97	13	(	(	PUNCT
cana-4231	97	14	iot	iot	NOUN
cana-4231	97	15	)	)	PUNCT
cana-4231	97	16	on	on	ADP
cana-4231	97	17	software	software	NOUN
cana-4231	97	18	-	-	PUNCT
cana-4231	97	19	enabled	enable	VERB
cana-4231	97	20	devices	device	NOUN
cana-4231	97	21	,	,	PUNCT
cana-4231	97	22	especially	especially	ADV
cana-4231	97	23	embedded	embed	VERB
cana-4231	97	24	systems	system	NOUN
cana-4231	97	25	.	.	PUNCT
cana-4231	98	1	the	the	DET
cana-4231	98	2	extensive	extensive	ADJ
cana-4231	98	3	use	use	NOUN
cana-4231	98	4	of	of	ADP
cana-4231	98	5	outdated	outdated	ADJ
cana-4231	98	6	systems	system	NOUN
cana-4231	98	7	or	or	CCONJ
cana-4231	98	8	the	the	DET
cana-4231	98	9	redeployment	redeployment	NOUN
cana-4231	98	10	of	of	ADP
cana-4231	98	11	insecure	insecure	ADJ
cana-4231	98	12	libraries	library	NOUN
cana-4231	98	13	leaves	leave	VERB
cana-4231	98	14	these	these	DET
cana-4231	98	15	devices	device	NOUN
cana-4231	98	16	open	open	ADJ
cana-4231	98	17	to	to	ADP
cana-4231	98	18	security	security	NOUN
cana-4231	98	19	risks	risk	NOUN
cana-4231	98	20	.	.	PUNCT
cana-4231	99	1	finding	find	VERB
cana-4231	99	2	firmware	firmware	NOUN
cana-4231	99	3	and	and	CCONJ
cana-4231	99	4	embedded	embed	VERB
cana-4231	99	5	device	device	NOUN
cana-4231	99	6	vulnerabilities	vulnerability	NOUN
cana-4231	99	7	is	be	AUX
cana-4231	99	8	critical	critical	ADJ
cana-4231	99	9	for	for	ADP
cana-4231	99	10	protecting	protect	VERB
cana-4231	99	11	these	these	DET
cana-4231	99	12	systems	system	NOUN
cana-4231	99	13	.	.	PUNCT
cana-4231	100	1	this	this	DET
cana-4231	100	2	overview	overview	NOUN
cana-4231	100	3	looks	look	VERB
cana-4231	100	4	at	at	ADP
cana-4231	100	5	the	the	DET
cana-4231	100	6	latest	late	ADJ
cana-4231	100	7	ideas	idea	NOUN
cana-4231	100	8	for	for	ADP
cana-4231	100	9	finding	find	VERB
cana-4231	100	10	vulnerabilities	vulnerability	NOUN
cana-4231	100	11	using	use	VERB
cana-4231	100	12	static	static	ADJ
cana-4231	100	13	,	,	PUNCT
cana-4231	100	14	dynamic	dynamic	ADJ
cana-4231	100	15	,	,	PUNCT
cana-4231	100	16	and	and	CCONJ
cana-4231	100	17	hybrid	hybrid	ADJ
cana-4231	100	18	methodologies	methodology	NOUN
cana-4231	100	19	as	as	ADV
cana-4231	100	20	well	well	ADV
cana-4231	100	21	as	as	ADP
cana-4231	100	22	symbolic	symbolic	ADJ
cana-4231	100	23	execution	execution	NOUN
cana-4231	100	24	.	.	PUNCT
cana-4231	101	1	it	it	PRON
cana-4231	101	2	compares	compare	VERB
cana-4231	101	3	analytical	analytical	ADJ
cana-4231	101	4	types	type	NOUN
cana-4231	101	5	,	,	PUNCT
cana-4231	101	6	literature	literature	NOUN
cana-4231	101	7	features	feature	NOUN
cana-4231	101	8	,	,	PUNCT
cana-4231	101	9	and	and	CCONJ
cana-4231	101	10	methods	method	NOUN
cana-4231	101	11	'	'	PART
cana-4231	101	12	applications	application	NOUN
cana-4231	101	13	quantitatively	quantitatively	ADV
cana-4231	101	14	and	and	CCONJ
cana-4231	101	15	qualitatively	qualitatively	ADV
cana-4231	101	16	,	,	PUNCT
cana-4231	101	17	and	and	CCONJ
cana-4231	101	18	then	then	ADV
cana-4231	101	19	develops	develop	VERB
cana-4231	101	20	taxonomies	taxonomy	NOUN
cana-4231	101	21	based	base	VERB
cana-4231	101	22	on	on	ADP
cana-4231	101	23	these	these	DET
cana-4231	101	24	factors	factor	NOUN
cana-4231	101	25	.	.	PUNCT
cana-4231	102	1	shammar	shammar	PROPN
cana-4231	102	2	et.al	et.al	PROPN
cana-4231	102	3	(	(	PUNCT
cana-4231	102	4	2020	2020	NUM
cana-4231	102	5	)	)	PUNCT
cana-4231	102	6	the	the	DET
cana-4231	102	7	internet	internet	NOUN
cana-4231	102	8	of	of	ADP
cana-4231	102	9	things	thing	NOUN
cana-4231	102	10	(	(	PUNCT
cana-4231	102	11	iot	iot	NOUN
cana-4231	102	12	)	)	PUNCT
cana-4231	102	13	has	have	AUX
cana-4231	102	14	transformed	transform	VERB
cana-4231	102	15	the	the	DET
cana-4231	102	16	way	way	NOUN
cana-4231	102	17	in	in	ADP
cana-4231	102	18	which	which	PRON
cana-4231	102	19	individuals	individual	NOUN
cana-4231	102	20	interact	interact	VERB
cana-4231	102	21	with	with	ADP
cana-4231	102	22	virtual	virtual	ADJ
cana-4231	102	23	environments	environment	NOUN
cana-4231	102	24	by	by	ADP
cana-4231	102	25	facilitating	facilitate	VERB
cana-4231	102	26	the	the	DET
cana-4231	102	27	connection	connection	NOUN
cana-4231	102	28	between	between	ADP
cana-4231	102	29	smart	smart	ADJ
cana-4231	102	30	objects	object	NOUN
cana-4231	102	31	and	and	CCONJ
cana-4231	102	32	humans	human	NOUN
cana-4231	102	33	.	.	PUNCT
cana-4231	103	1	communication	communication	NOUN
cana-4231	103	2	,	,	PUNCT
cana-4231	103	3	internet	internet	NOUN
cana-4231	103	4	protocols	protocol	NOUN
cana-4231	103	5	,	,	PUNCT
cana-4231	103	6	radio	radio	NOUN
cana-4231	103	7	frequency	frequency	NOUN
cana-4231	103	8	identification	identification	NOUN
cana-4231	103	9	,	,	PUNCT
cana-4231	103	10	wireless	wireless	ADJ
cana-4231	103	11	sensor	sensor	NOUN
cana-4231	103	12	networks	network	NOUN
cana-4231	103	13	,	,	PUNCT
cana-4231	103	14	embedded	embed	VERB
cana-4231	103	15	devices	device	NOUN
cana-4231	103	16	,	,	PUNCT
cana-4231	103	17	ubiquitous	ubiquitous	ADJ
cana-4231	103	18	computing	computing	NOUN
cana-4231	103	19	,	,	PUNCT
cana-4231	103	20	context	context	NOUN
cana-4231	103	21	awareness	awareness	NOUN
cana-4231	103	22	,	,	PUNCT
cana-4231	103	23	and	and	CCONJ
cana-4231	103	24	embedded	embed	VERB
cana-4231	103	25	systems	system	NOUN
cana-4231	103	26	are	be	AUX
cana-4231	103	27	all	all	PRON
cana-4231	103	28	implemented	implement	VERB
cana-4231	103	29	.	.	PUNCT
cana-4231	104	1	this	this	DET
cana-4231	104	2	study	study	NOUN
cana-4231	104	3	examines	examine	VERB
cana-4231	104	4	the	the	DET
cana-4231	104	5	current	current	ADJ
cana-4231	104	6	trends	trend	NOUN
cana-4231	104	7	in	in	ADP
cana-4231	104	8	iot	iot	PROPN
cana-4231	104	9	research	research	NOUN
cana-4231	104	10	,	,	PUNCT
cana-4231	104	11	with	with	ADP
cana-4231	104	12	a	a	DET
cana-4231	104	13	particular	particular	ADJ
cana-4231	104	14	emphasis	emphasis	NOUN
cana-4231	104	15	on	on	ADP
cana-4231	104	16	the	the	DET
cana-4231	104	17	challenges	challenge	NOUN
cana-4231	104	18	that	that	PRON
cana-4231	104	19	have	have	AUX
cana-4231	104	20	been	be	AUX
cana-4231	104	21	encountered	encounter	VERB
cana-4231	104	22	,	,	PUNCT
cana-4231	104	23	as	as	ADV
cana-4231	104	24	well	well	ADV
cana-4231	104	25	as	as	ADP
cana-4231	104	26	the	the	DET
cana-4231	104	27	architectures	architecture	NOUN
cana-4231	104	28	,	,	PUNCT
cana-4231	104	29	components	component	NOUN
cana-4231	104	30	,	,	PUNCT
cana-4231	104	31	operating	operating	NOUN
cana-4231	104	32	systems	system	NOUN
cana-4231	104	33	,	,	PUNCT
cana-4231	104	34	and	and	CCONJ
cana-4231	104	35	applications	application	NOUN
cana-4231	104	36	.	.	PUNCT
cana-4231	105	1	the	the	DET
cana-4231	105	2	report	report	NOUN
cana-4231	105	3	asserts	assert	VERB
cana-4231	105	4	that	that	SCONJ
cana-4231	105	5	privacy	privacy	NOUN
cana-4231	105	6	and	and	CCONJ
cana-4231	105	7	security	security	NOUN
cana-4231	105	8	concerns	concern	NOUN
cana-4231	105	9	have	have	AUX
cana-4231	105	10	been	be	AUX
cana-4231	105	11	resolved	resolve	VERB
cana-4231	105	12	,	,	PUNCT
cana-4231	105	13	and	and	CCONJ
cana-4231	105	14	that	that	SCONJ
cana-4231	105	15	the	the	DET
cana-4231	105	16	significance	significance	NOUN
cana-4231	105	17	of	of	ADP
cana-4231	105	18	technology	technology	NOUN
cana-4231	105	19	in	in	ADP
cana-4231	105	20	iot	iot	ADJ
cana-4231	105	21	initiatives	initiative	NOUN
cana-4231	105	22	is	be	AUX
cana-4231	105	23	frequently	frequently	ADV
cana-4231	105	24	determined	determine	VERB
cana-4231	105	25	by	by	ADP
cana-4231	105	26	technological	technological	ADJ
cana-4231	105	27	interventions	intervention	NOUN
cana-4231	105	28	.	.	PUNCT
cana-4231	106	1	mawlood	mawlood	PROPN
cana-4231	106	2	hussein	hussein	PROPN
cana-4231	106	3	et.al	et.al	PROPN
cana-4231	106	4	(	(	PUNCT
cana-4231	106	5	2020	2020	NUM
cana-4231	106	6	)	)	PUNCT
cana-4231	106	7	the	the	DET
cana-4231	106	8	proliferation	proliferation	NOUN
cana-4231	106	9	of	of	ADP
cana-4231	106	10	interconnected	interconnected	ADJ
cana-4231	106	11	devices	device	NOUN
cana-4231	106	12	in	in	ADP
cana-4231	106	13	numerous	numerous	ADJ
cana-4231	106	14	industries	industry	NOUN
cana-4231	106	15	is	be	AUX
cana-4231	106	16	driving	drive	VERB
cana-4231	106	17	the	the	DET
cana-4231	106	18	advancement	advancement	NOUN
cana-4231	106	19	of	of	ADP
cana-4231	106	20	the	the	DET
cana-4231	106	21	internet	internet	NOUN
cana-4231	106	22	of	of	ADP
cana-4231	106	23	things	thing	NOUN
cana-4231	106	24	(	(	PUNCT
cana-4231	106	25	iot	iot	NOUN
cana-4231	106	26	)	)	PUNCT
cana-4231	106	27	.	.	PUNCT
cana-4231	107	1	privacy	privacy	NOUN
cana-4231	107	2	and	and	CCONJ
cana-4231	107	3	security	security	NOUN
cana-4231	107	4	must	must	AUX
cana-4231	107	5	be	be	AUX
cana-4231	107	6	prioritised	prioritise	VERB
cana-4231	107	7	when	when	SCONJ
cana-4231	107	8	employing	employ	VERB
cana-4231	107	9	sensor	sensor	NOUN
cana-4231	107	10	networks	network	NOUN
cana-4231	107	11	for	for	ADP
cana-4231	107	12	internet	internet	NOUN
cana-4231	107	13	of	of	ADP
cana-4231	107	14	things	thing	NOUN
cana-4231	107	15	applications	application	NOUN
cana-4231	107	16	.	.	PUNCT
cana-4231	108	1	although	although	SCONJ
cana-4231	108	2	wireless	wireless	ADJ
cana-4231	108	3	connections	connection	NOUN
cana-4231	108	4	are	be	AUX
cana-4231	108	5	essential	essential	ADJ
cana-4231	108	6	for	for	ADP
cana-4231	108	7	the	the	DET
cana-4231	108	8	operation	operation	NOUN
cana-4231	108	9	of	of	ADP
cana-4231	108	10	sensor	sensor	NOUN
cana-4231	108	11	networks	network	NOUN
cana-4231	108	12	,	,	PUNCT
cana-4231	108	13	security	security	NOUN
cana-4231	108	14	concerns	concern	NOUN
cana-4231	108	15	are	be	AUX
cana-4231	108	16	associated	associate	VERB
cana-4231	108	17	with	with	ADP
cana-4231	108	18	wireless	wireless	ADJ
cana-4231	108	19	sensor	sensor	NOUN
cana-4231	108	20	networks	network	NOUN
cana-4231	108	21	(	(	PUNCT
cana-4231	108	22	wsns	wsns	PROPN
cana-4231	108	23	)	)	PUNCT
cana-4231	108	24	.	.	PUNCT
cana-4231	109	1	the	the	DET
cana-4231	109	2	limited	limited	ADJ
cana-4231	109	3	processing	processing	NOUN
cana-4231	109	4	power	power	NOUN
cana-4231	109	5	and	and	CCONJ
cana-4231	109	6	capabilities	capability	NOUN
cana-4231	109	7	of	of	ADP
cana-4231	109	8	sensor	sensor	NOUN
cana-4231	109	9	nodes	node	NOUN
cana-4231	109	10	render	render	VERB
cana-4231	109	11	traditional	traditional	ADJ
cana-4231	109	12	encryption	encryption	NOUN
cana-4231	109	13	methods	method	NOUN
cana-4231	109	14	impractical	impractical	ADJ
cana-4231	109	15	.	.	PUNCT
cana-4231	110	1	in	in	ADP
cana-4231	110	2	this	this	DET
cana-4231	110	3	paper	paper	NOUN
cana-4231	110	4	,	,	PUNCT
cana-4231	110	5	a	a	DET
cana-4231	110	6	novel	novel	ADJ
cana-4231	110	7	scalable	scalable	ADJ
cana-4231	110	8	group	group	NOUN
cana-4231	110	9	distributed	distribute	VERB
cana-4231	110	10	key	key	ADJ
cana-4231	110	11	management	management	NOUN
cana-4231	110	12	technique	technique	NOUN
cana-4231	110	13	and	and	CCONJ
cana-4231	110	14	protocol	protocol	NOUN
cana-4231	110	15	are	be	AUX
cana-4231	110	16	proposed	propose	VERB
cana-4231	110	17	for	for	ADP
cana-4231	110	18	secure	secure	ADJ
cana-4231	110	19	communications	communication	NOUN
cana-4231	110	20	in	in	ADP
cana-4231	110	21	iot	iot	ADJ
cana-4231	110	22	devices	device	NOUN
cana-4231	110	23	within	within	ADP
cana-4231	110	24	the	the	DET
cana-4231	110	25	smart	smart	ADJ
cana-4231	110	26	agriculture	agriculture	NOUN
cana-4231	110	27	industry	industry	NOUN
cana-4231	110	28	.	.	PUNCT
cana-4231	111	1	the	the	DET
cana-4231	111	2	method	method	NOUN
cana-4231	111	3	guarantees	guarantee	VERB
cana-4231	111	4	the	the	DET
cana-4231	111	5	protection	protection	NOUN
cana-4231	111	6	of	of	ADP
cana-4231	111	7	data	datum	NOUN
cana-4231	111	8	exchange	exchange	NOUN
cana-4231	111	9	from	from	ADP
cana-4231	111	10	malicious	malicious	ADJ
cana-4231	111	11	attacks	attack	NOUN
cana-4231	111	12	or	or	CCONJ
cana-4231	111	13	malfunctioning	malfunction	VERB
cana-4231	111	14	sensors	sensor	NOUN
cana-4231	111	15	through	through	ADP
cana-4231	111	16	the	the	DET
cana-4231	111	17	use	use	NOUN
cana-4231	111	18	of	of	ADP
cana-4231	111	19	elliptic	elliptic	ADJ
cana-4231	111	20	curve	curve	NOUN
cana-4231	111	21	cryptography	cryptography	NOUN
cana-4231	111	22	.	.	PUNCT
cana-4231	112	1	in	in	ADP
cana-4231	112	2	order	order	NOUN
cana-4231	112	3	to	to	PART
cana-4231	112	4	accomplish	accomplish	VERB
cana-4231	112	5	forward	forward	ADV
cana-4231	112	6	and	and	CCONJ
cana-4231	112	7	backward	backward	ADJ
cana-4231	112	8	security	security	NOUN
cana-4231	112	9	,	,	PUNCT
cana-4231	112	10	it	it	PRON
cana-4231	112	11	is	be	AUX
cana-4231	112	12	sufficient	sufficient	ADJ
cana-4231	112	13	to	to	PART
cana-4231	112	14	transmit	transmit	VERB
cana-4231	112	15	a	a	DET
cana-4231	112	16	single	single	ADJ
cana-4231	112	17	message	message	NOUN
cana-4231	112	18	through	through	ADP
cana-4231	112	19	additional	additional	ADJ
cana-4231	112	20	rekeying	rekeying	NOUN
cana-4231	112	21	processes	process	NOUN
cana-4231	112	22	.	.	PUNCT
cana-4231	113	1	hameed	hameed	PROPN
cana-4231	113	2	et.al	et.al	PROPN
cana-4231	113	3	(	(	PUNCT
cana-4231	113	4	2019	2019	NUM
cana-4231	113	5	)	)	PUNCT
cana-4231	113	6	the	the	DET
cana-4231	113	7	internet	internet	NOUN
cana-4231	113	8	of	of	ADP
cana-4231	113	9	things	thing	NOUN
cana-4231	113	10	(	(	PUNCT
cana-4231	113	11	iot	iot	NOUN
cana-4231	113	12	)	)	PUNCT
cana-4231	113	13	is	be	AUX
cana-4231	113	14	made	make	VERB
cana-4231	113	15	feasible	feasible	ADJ
cana-4231	113	16	by	by	ADP
cana-4231	113	17	the	the	DET
cana-4231	113	18	concept	concept	NOUN
cana-4231	113	19	of	of	ADP
cana-4231	113	20	unrestricted	unrestricted	ADJ
cana-4231	113	21	information	information	NOUN
cana-4231	113	22	exchange	exchange	NOUN
cana-4231	113	23	between	between	ADP
cana-4231	113	24	various	various	ADJ
cana-4231	113	25	low	low	ADJ
cana-4231	113	26	-	-	PUNCT
cana-4231	113	27	power	power	NOUN
cana-4231	113	28	embedded	embed	VERB
cana-4231	113	29	devices	device	NOUN
cana-4231	113	30	that	that	PRON
cana-4231	113	31	communicate	communicate	VERB
cana-4231	113	32	with	with	ADP
cana-4231	113	33	one	one	NUM
cana-4231	113	34	another	another	DET
cana-4231	113	35	via	via	ADP
cana-4231	113	36	the	the	DET
cana-4231	113	37	internet	internet	NOUN
cana-4231	113	38	.	.	PUNCT
cana-4231	114	1	the	the	DET
cana-4231	114	2	internet	internet	NOUN
cana-4231	114	3	of	of	ADP
cana-4231	114	4	things	thing	NOUN
cana-4231	114	5	is	be	AUX
cana-4231	114	6	anticipated	anticipate	VERB
cana-4231	114	7	to	to	PART
cana-4231	114	8	be	be	AUX
cana-4231	114	9	extensively	extensively	ADV
cana-4231	114	10	utilised	utilise	VERB
cana-4231	114	11	and	and	CCONJ
cana-4231	114	12	applicable	applicable	ADJ
cana-4231	114	13	in	in	ADP
cana-4231	114	14	a	a	DET
cana-4231	114	15	variety	variety	NOUN
cana-4231	114	16	of	of	ADP
cana-4231	114	17	aspects	aspect	NOUN
cana-4231	114	18	of	of	ADP
cana-4231	114	19	life	life	NOUN
cana-4231	114	20	.	.	PUNCT
cana-4231	115	1	the	the	DET
cana-4231	115	2	financial	financial	ADJ
cana-4231	115	3	potential	potential	NOUN
cana-4231	115	4	of	of	ADP
cana-4231	115	5	the	the	DET
cana-4231	115	6	data	datum	NOUN
cana-4231	115	7	that	that	PRON
cana-4231	115	8	will	will	AUX
cana-4231	115	9	be	be	AUX
cana-4231	115	10	generated	generate	VERB
cana-4231	115	11	by	by	ADP
cana-4231	115	12	the	the	DET
cana-4231	115	13	implementation	implementation	NOUN
cana-4231	115	14	of	of	ADP
cana-4231	115	15	such	such	ADJ
cana-4231	115	16	networks	network	NOUN
cana-4231	115	17	is	be	AUX
cana-4231	115	18	a	a	DET
cana-4231	115	19	source	source	NOUN
cana-4231	115	20	of	of	ADP
cana-4231	115	21	excitement	excitement	NOUN
cana-4231	115	22	for	for	ADP
cana-4231	115	23	organisations	organisation	NOUN
cana-4231	115	24	,	,	PUNCT
cana-4231	115	25	and	and	CCONJ
cana-4231	115	26	the	the	DET
cana-4231	115	27	demands	demand	NOUN
cana-4231	115	28	of	of	ADP
cana-4231	115	29	the	the	DET
cana-4231	115	30	internet	internet	NOUN
cana-4231	115	31	of	of	ADP
cana-4231	115	32	things	thing	NOUN
cana-4231	115	33	have	have	AUX
cana-4231	115	34	recently	recently	ADV
cana-4231	115	35	garnered	garner	VERB
cana-4231	115	36	significant	significant	ADJ
cana-4231	115	37	attention	attention	NOUN
cana-4231	115	38	.	.	PUNCT
cana-4231	116	1	in	in	ADP
cana-4231	116	2	contrast	contrast	NOUN
cana-4231	116	3	,	,	PUNCT
cana-4231	116	4	the	the	DET
cana-4231	116	5	expansion	expansion	NOUN
cana-4231	116	6	of	of	ADP
cana-4231	116	7	the	the	DET
cana-4231	116	8	internet	internet	NOUN
cana-4231	116	9	of	of	ADP
cana-4231	116	10	things	thing	NOUN
cana-4231	116	11	(	(	PUNCT
cana-4231	116	12	iot	iot	NOUN
cana-4231	116	13	)	)	PUNCT
cana-4231	116	14	is	be	AUX
cana-4231	116	15	restricted	restrict	VERB
cana-4231	116	16	by	by	ADP
cana-4231	116	17	a	a	DET
cana-4231	116	18	variety	variety	NOUN
cana-4231	116	19	of	of	ADP
cana-4231	116	20	privacy	privacy	NOUN
cana-4231	116	21	and	and	CCONJ
cana-4231	116	22	security	security	NOUN
cana-4231	116	23	concerns	concern	NOUN
cana-4231	116	24	that	that	PRON
cana-4231	116	25	affect	affect	VERB
cana-4231	116	26	end	end	VERB
cana-4231	116	27	users	user	NOUN
cana-4231	116	28	.	.	PUNCT
cana-4231	117	1	in	in	ADP
cana-4231	117	2	this	this	DET
cana-4231	117	3	document	document	NOUN
cana-4231	117	4	,	,	PUNCT
cana-4231	117	5	we	we	PRON
cana-4231	117	6	have	have	AUX
cana-4231	117	7	compiled	compile	VERB
cana-4231	117	8	,	,	PUNCT
cana-4231	117	9	organised	organise	VERB
cana-4231	117	10	,	,	PUNCT
cana-4231	117	11	and	and	CCONJ
cana-4231	117	12	analysed	analyse	VERB
cana-4231	117	13	a	a	DET
cana-4231	117	14	variety	variety	NOUN
cana-4231	117	15	of	of	ADP
cana-4231	117	16	security	security	NOUN
cana-4231	117	17	concerns	concern	NOUN
cana-4231	117	18	,	,	PUNCT
cana-4231	117	19	as	as	ADV
cana-4231	117	20	well	well	ADV
cana-4231	117	21	as	as	ADP
cana-4231	117	22	the	the	DET
cana-4231	117	23	most	most	ADV
cana-4231	117	24	recent	recent	ADJ
cana-4231	117	25	endeavours	endeavour	NOUN
cana-4231	117	26	to	to	PART
cana-4231	117	27	resolve	resolve	VERB
cana-4231	117	28	them	they	PRON
cana-4231	117	29	.	.	PUNCT
cana-4231	118	1	communications	communication	NOUN
cana-4231	118	2	on	on	ADP
cana-4231	118	3	applied	apply	VERB
cana-4231	118	4	nonlinear	nonlinear	ADJ
cana-4231	118	5	analysis	analysis	NOUN
cana-4231	118	6	issn	issn	NOUN
cana-4231	118	7	:	:	PUNCT
cana-4231	118	8	1074	1074	NUM
cana-4231	118	9	-	-	PUNCT
cana-4231	118	10	133x	133x	NUM
cana-4231	118	11	vol	vol	NOUN
cana-4231	118	12	32	32	NUM
cana-4231	118	13	no	no	NOUN
cana-4231	118	14	.	.	PUNCT
cana-4231	119	1	9s	9s	NUM
cana-4231	119	2	(	(	PUNCT
cana-4231	119	3	2025	2025	NUM
cana-4231	119	4	)	)	PUNCT
cana-4231	119	5	1579	1579	NUM
cana-4231	119	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	119	7	table	table	NOUN
cana-4231	119	8	1	1	NUM
cana-4231	119	9	:	:	PUNCT
cana-4231	119	10	comparison	comparison	NOUN
cana-4231	119	11	table	table	NOUN
cana-4231	119	12	author(s	author(s	PROPN
cana-4231	119	13	)	)	PUNCT
cana-4231	119	14	year	year	NOUN
cana-4231	119	15	focus	focus	NOUN
cana-4231	119	16	/	/	SYM
cana-4231	119	17	objective	objective	ADJ
cana-4231	119	18	key	key	ADJ
cana-4231	119	19	contributions	contribution	NOUN
cana-4231	119	20	behera	behera	PROPN
cana-4231	119	21	et	et	PROPN
cana-4231	119	22	al	al	PROPN
cana-4231	119	23	.	.	PROPN
cana-4231	119	24	2024	2024	NUM
cana-4231	119	25	smart	smart	ADJ
cana-4231	119	26	memory	memory	NOUN
cana-4231	119	27	management	management	NOUN
cana-4231	119	28	for	for	ADP
cana-4231	119	29	embedded	embed	VERB
cana-4231	119	30	systems	system	NOUN
cana-4231	119	31	without	without	ADP
cana-4231	119	32	mmus	mmus	NOUN
cana-4231	119	33	.	.	PUNCT
cana-4231	120	1	introduced	introduce	VERB
cana-4231	120	2	samm	samm	PROPN
cana-4231	120	3	,	,	PUNCT
cana-4231	120	4	a	a	DET
cana-4231	120	5	lightweight	lightweight	ADJ
cana-4231	120	6	memory	memory	NOUN
cana-4231	120	7	management	management	NOUN
cana-4231	120	8	solution	solution	NOUN
cana-4231	120	9	that	that	PRON
cana-4231	120	10	optimizes	optimize	VERB
cana-4231	120	11	memory	memory	NOUN
cana-4231	120	12	allocation	allocation	NOUN
cana-4231	120	13	and	and	CCONJ
cana-4231	120	14	reduces	reduce	VERB
cana-4231	120	15	fragmentation	fragmentation	NOUN
cana-4231	120	16	,	,	PUNCT
cana-4231	120	17	enhancing	enhance	VERB
cana-4231	120	18	performance	performance	NOUN
cana-4231	120	19	for	for	ADP
cana-4231	120	20	modern	modern	ADJ
cana-4231	120	21	embedded	embed	VERB
cana-4231	120	22	systems	system	NOUN
cana-4231	120	23	without	without	ADP
cana-4231	120	24	mmu	mmu	PROPN
cana-4231	120	25	support	support	NOUN
cana-4231	120	26	.	.	PUNCT
cana-4231	121	1	almorabea	almorabea	PROPN
cana-4231	121	2	et	et	PROPN
cana-4231	121	3	al	al	PROPN
cana-4231	121	4	.	.	PROPN
cana-4231	121	5	2023	2023	NUM
cana-4231	121	6	intrusion	intrusion	NOUN
cana-4231	121	7	detection	detection	NOUN
cana-4231	121	8	for	for	ADP
cana-4231	121	9	iot	iot	ADJ
cana-4231	121	10	networks	network	NOUN
cana-4231	121	11	against	against	ADP
cana-4231	121	12	ping	ping	NOUN
cana-4231	121	13	flood	flood	NOUN
cana-4231	121	14	attacks	attack	NOUN
cana-4231	121	15	.	.	PUNCT
cana-4231	122	1	developed	develop	VERB
cana-4231	122	2	a	a	DET
cana-4231	122	3	framework	framework	NOUN
cana-4231	122	4	using	use	VERB
cana-4231	122	5	ml	ml	ADP
cana-4231	122	6	algorithms	algorithms	PROPN
cana-4231	122	7	(	(	PUNCT
cana-4231	122	8	knn	knn	PROPN
cana-4231	122	9	,	,	PUNCT
cana-4231	122	10	svm	svm	ADJ
cana-4231	122	11	,	,	PUNCT
cana-4231	122	12	logistic	logistic	ADJ
cana-4231	122	13	regression	regression	NOUN
cana-4231	122	14	)	)	PUNCT
cana-4231	122	15	to	to	PART
cana-4231	122	16	detect	detect	VERB
cana-4231	122	17	ping	ping	NOUN
cana-4231	122	18	deluge	deluge	NOUN
cana-4231	122	19	attacks	attack	NOUN
cana-4231	122	20	with	with	ADP
cana-4231	122	21	knn	knn	NOUN
cana-4231	122	22	showing	show	VERB
cana-4231	122	23	99.67	99.67	NUM
cana-4231	122	24	%	%	NOUN
cana-4231	122	25	f1score	f1score	NOUN
cana-4231	122	26	.	.	PUNCT
cana-4231	123	1	evaluated	evaluate	VERB
cana-4231	123	2	performance	performance	NOUN
cana-4231	123	3	metrics	metric	NOUN
cana-4231	123	4	like	like	ADP
cana-4231	123	5	accuracy	accuracy	NOUN
cana-4231	123	6	and	and	CCONJ
cana-4231	123	7	precision	precision	NOUN
cana-4231	123	8	.	.	PUNCT
cana-4231	124	1	schizas	schizas	AUX
cana-4231	124	2	et	et	PROPN
cana-4231	124	3	al	al	PROPN
cana-4231	124	4	.	.	PROPN
cana-4231	124	5	2022	2022	NUM
cana-4231	124	6	tinyml	tinyml	ADJ
cana-4231	124	7	for	for	ADP
cana-4231	124	8	low	low	ADJ
cana-4231	124	9	-	-	PUNCT
cana-4231	124	10	power	power	NOUN
cana-4231	124	11	embedded	embed	VERB
cana-4231	124	12	iot	iot	NOUN
cana-4231	124	13	devices	device	NOUN
cana-4231	124	14	.	.	PUNCT
cana-4231	125	1	reviewed	review	VERB
cana-4231	125	2	tinyml	tinyml	ADJ
cana-4231	125	3	benefits	benefit	NOUN
cana-4231	125	4	,	,	PUNCT
cana-4231	125	5	applications	application	NOUN
cana-4231	125	6	,	,	PUNCT
cana-4231	125	7	and	and	CCONJ
cana-4231	125	8	integration	integration	NOUN
cana-4231	125	9	with	with	ADP
cana-4231	125	10	technologies	technology	NOUN
cana-4231	125	11	like	like	ADP
cana-4231	125	12	tensorflow	tensorflow	NOUN
cana-4231	125	13	lite	lite	NOUN
cana-4231	125	14	,	,	PUNCT
cana-4231	125	15	5	5	NUM
cana-4231	125	16	g	g	NOUN
cana-4231	125	17	,	,	PUNCT
cana-4231	125	18	and	and	CCONJ
cana-4231	125	19	lpwan	lpwan	PROPN
cana-4231	125	20	.	.	PUNCT
cana-4231	126	1	highlighted	highlight	VERB
cana-4231	126	2	its	its	PRON
cana-4231	126	3	impact	impact	NOUN
cana-4231	126	4	on	on	ADP
cana-4231	126	5	reducing	reduce	VERB
cana-4231	126	6	latency	latency	NOUN
cana-4231	126	7	and	and	CCONJ
cana-4231	126	8	costs	cost	NOUN
cana-4231	126	9	in	in	ADP
cana-4231	126	10	iot	iot	PROPN
cana-4231	126	11	analytics	analytic	NOUN
cana-4231	126	12	.	.	PUNCT
cana-4231	127	1	farooq	farooq	PROPN
cana-4231	127	2	et	et	PROPN
cana-4231	127	3	al	al	PROPN
cana-4231	127	4	.	.	PROPN
cana-4231	127	5	2022	2022	NUM
cana-4231	127	6	iot	iot	VERB
cana-4231	127	7	-	-	PUNCT
cana-4231	127	8	enabled	enable	VERB
cana-4231	127	9	sustainable	sustainable	ADJ
cana-4231	127	10	greenhouse	greenhouse	NOUN
cana-4231	127	11	farming	farming	NOUN
cana-4231	127	12	.	.	PUNCT
cana-4231	128	1	proposed	propose	VERB
cana-4231	128	2	iot	iot	PROPN
cana-4231	128	3	-	-	PUNCT
cana-4231	128	4	based	base	VERB
cana-4231	128	5	network	network	NOUN
cana-4231	128	6	architecture	architecture	NOUN
cana-4231	128	7	for	for	ADP
cana-4231	128	8	greenhouses	greenhouse	NOUN
cana-4231	128	9	,	,	PUNCT
cana-4231	128	10	examined	examine	VERB
cana-4231	128	11	sensors	sensor	NOUN
cana-4231	128	12	and	and	CCONJ
cana-4231	128	13	communication	communication	NOUN
cana-4231	128	14	protocols	protocol	NOUN
cana-4231	128	15	,	,	PUNCT
cana-4231	128	16	and	and	CCONJ
cana-4231	128	17	discussed	discuss	VERB
cana-4231	128	18	security	security	NOUN
cana-4231	128	19	challenges	challenge	NOUN
cana-4231	128	20	.	.	PUNCT
cana-4231	129	1	provided	provide	VERB
cana-4231	129	2	a	a	DET
cana-4231	129	3	taxonomy	taxonomy	NOUN
cana-4231	129	4	for	for	ADP
cana-4231	129	5	iot	iot	NOUN
cana-4231	129	6	in	in	ADP
cana-4231	129	7	greenhouse	greenhouse	NOUN
cana-4231	129	8	management	management	NOUN
cana-4231	129	9	.	.	PUNCT
cana-4231	130	1	agyemang	agyemang	PROPN
cana-4231	130	2	et	et	PROPN
cana-4231	130	3	al	al	PROPN
cana-4231	130	4	.	.	PROPN
cana-4231	130	5	2021	2021	NUM
cana-4231	130	6	autonomous	autonomous	ADJ
cana-4231	130	7	iot	iot	NOUN
cana-4231	130	8	and	and	CCONJ
cana-4231	130	9	iost	iost	PROPN
cana-4231	130	10	.	.	PUNCT
cana-4231	130	11	introduced	introduce	VERB
cana-4231	130	12	iost	iost	ADV
cana-4231	130	13	with	with	ADP
cana-4231	130	14	autonomic	autonomic	ADJ
cana-4231	130	15	computing	computing	NOUN
cana-4231	130	16	functions	function	NOUN
cana-4231	130	17	and	and	CCONJ
cana-4231	130	18	an	an	DET
cana-4231	130	19	embedded	embed	VERB
cana-4231	130	20	knowledge	knowledge	NOUN
cana-4231	130	21	engine	engine	NOUN
cana-4231	130	22	,	,	PUNCT
cana-4231	130	23	enabling	enable	VERB
cana-4231	130	24	self	self	NOUN
cana-4231	130	25	-	-	PUNCT
cana-4231	130	26	healing	healing	NOUN
cana-4231	130	27	,	,	PUNCT
cana-4231	130	28	optimization	optimization	NOUN
cana-4231	130	29	,	,	PUNCT
cana-4231	130	30	and	and	CCONJ
cana-4231	130	31	protection	protection	NOUN
cana-4231	130	32	.	.	PUNCT
cana-4231	131	1	mehmood	mehmood	PROPN
cana-4231	131	2	et	et	PROPN
cana-4231	131	3	al	al	PROPN
cana-4231	131	4	.	.	PROPN
cana-4231	131	5	2021	2021	NUM
cana-4231	131	6	iot	iot	NOUN
cana-4231	131	7	and	and	CCONJ
cana-4231	131	8	edge	edge	NOUN
cana-4231	131	9	computing	computing	NOUN
cana-4231	131	10	for	for	ADP
cana-4231	131	11	smart	smart	ADJ
cana-4231	131	12	grid	grid	NOUN
cana-4231	131	13	systems	system	NOUN
cana-4231	131	14	.	.	PUNCT
cana-4231	132	1	explored	explore	VERB
cana-4231	132	2	iot	iot	NOUN
cana-4231	132	3	-	-	PUNCT
cana-4231	132	4	based	base	VERB
cana-4231	132	5	smart	smart	ADJ
cana-4231	132	6	grid	grid	NOUN
cana-4231	132	7	systems	system	NOUN
cana-4231	132	8	with	with	ADP
cana-4231	132	9	edge	edge	NOUN
cana-4231	132	10	computing	computing	NOUN
cana-4231	132	11	,	,	PUNCT
cana-4231	132	12	addressing	address	VERB
cana-4231	132	13	data	datum	NOUN
cana-4231	132	14	latency	latency	NOUN
cana-4231	132	15	,	,	PUNCT
cana-4231	132	16	security	security	NOUN
cana-4231	132	17	,	,	PUNCT
cana-4231	132	18	and	and	CCONJ
cana-4231	132	19	bandwidth	bandwidth	ADJ
cana-4231	132	20	concerns	concern	NOUN
cana-4231	132	21	.	.	PUNCT
cana-4231	133	1	detailed	detailed	ADJ
cana-4231	133	2	framework	framework	NOUN
cana-4231	133	3	and	and	CCONJ
cana-4231	133	4	implementation	implementation	NOUN
cana-4231	133	5	challenges	challenge	NOUN
cana-4231	133	6	.	.	PUNCT
cana-4231	134	1	qasem	qasem	ADJ
cana-4231	134	2	et	et	PROPN
cana-4231	134	3	al	al	PROPN
cana-4231	134	4	.	.	PROPN
cana-4231	134	5	2021	2021	NUM
cana-4231	134	6	security	security	NOUN
cana-4231	134	7	vulnerability	vulnerability	NOUN
cana-4231	134	8	detection	detection	NOUN
cana-4231	134	9	in	in	ADP
cana-4231	134	10	iot	iot	PROPN
cana-4231	134	11	and	and	CCONJ
cana-4231	134	12	embedded	embed	VERB
cana-4231	134	13	systems	system	NOUN
cana-4231	134	14	.	.	PUNCT
cana-4231	135	1	reviewed	review	VERB
cana-4231	135	2	methods	method	NOUN
cana-4231	135	3	for	for	ADP
cana-4231	135	4	finding	find	VERB
cana-4231	135	5	vulnerabilities	vulnerability	NOUN
cana-4231	135	6	in	in	ADP
cana-4231	135	7	firmware	firmware	NOUN
cana-4231	135	8	using	use	VERB
cana-4231	135	9	static	static	ADJ
cana-4231	135	10	,	,	PUNCT
cana-4231	135	11	dynamic	dynamic	ADJ
cana-4231	135	12	,	,	PUNCT
cana-4231	135	13	hybrid	hybrid	ADJ
cana-4231	135	14	methodologies	methodology	NOUN
cana-4231	135	15	,	,	PUNCT
cana-4231	135	16	and	and	CCONJ
cana-4231	135	17	symbolic	symbolic	ADJ
cana-4231	135	18	execution	execution	NOUN
cana-4231	135	19	.	.	PUNCT
cana-4231	136	1	created	create	VERB
cana-4231	136	2	taxonomies	taxonomy	NOUN
cana-4231	136	3	for	for	ADP
cana-4231	136	4	analyzing	analyze	VERB
cana-4231	136	5	vulnerabilities	vulnerability	NOUN
cana-4231	136	6	.	.	PUNCT
cana-4231	137	1	shammar	shammar	PROPN
cana-4231	137	2	et	et	PROPN
cana-4231	137	3	al	al	PROPN
cana-4231	137	4	.	.	PROPN
cana-4231	137	5	2020	2020	NUM
cana-4231	138	1	current	current	ADJ
cana-4231	138	2	trends	trend	NOUN
cana-4231	138	3	in	in	ADP
cana-4231	138	4	iot	iot	PROPN
cana-4231	138	5	research	research	NOUN
cana-4231	138	6	and	and	CCONJ
cana-4231	138	7	architectures	architecture	NOUN
cana-4231	138	8	.	.	PUNCT
cana-4231	139	1	discussed	discuss	VERB
cana-4231	139	2	iot	iot	PROPN
cana-4231	139	3	architectures	architecture	NOUN
cana-4231	139	4	,	,	PUNCT
cana-4231	139	5	components	component	NOUN
cana-4231	139	6	,	,	PUNCT
cana-4231	139	7	and	and	CCONJ
cana-4231	139	8	applications	application	NOUN
cana-4231	139	9	.	.	PUNCT
cana-4231	140	1	highlighted	highlight	VERB
cana-4231	140	2	privacy	privacy	NOUN
cana-4231	140	3	/	/	SYM
cana-4231	140	4	security	security	NOUN
cana-4231	140	5	advancements	advancement	NOUN
cana-4231	140	6	and	and	CCONJ
cana-4231	140	7	the	the	DET
cana-4231	140	8	role	role	NOUN
cana-4231	140	9	of	of	ADP
cana-4231	140	10	technology	technology	NOUN
cana-4231	140	11	in	in	ADP
cana-4231	140	12	iot	iot	ADJ
cana-4231	140	13	developments	development	NOUN
cana-4231	140	14	.	.	PUNCT
cana-4231	141	1	mawlood	mawlood	PROPN
cana-4231	141	2	hussein	hussein	PROPN
cana-4231	141	3	et	et	PROPN
cana-4231	141	4	al	al	PROPN
cana-4231	141	5	.	.	PROPN
cana-4231	141	6	2020	2020	NUM
cana-4231	141	7	secure	secure	VERB
cana-4231	141	8	iot	iot	ADJ
cana-4231	141	9	communication	communication	NOUN
cana-4231	141	10	in	in	ADP
cana-4231	141	11	smart	smart	ADJ
cana-4231	141	12	agriculture	agriculture	NOUN
cana-4231	141	13	.	.	PUNCT
cana-4231	142	1	proposed	propose	VERB
cana-4231	142	2	a	a	DET
cana-4231	142	3	scalable	scalable	ADJ
cana-4231	142	4	group	group	NOUN
cana-4231	142	5	distributed	distribute	VERB
cana-4231	142	6	key	key	ADJ
cana-4231	142	7	management	management	NOUN
cana-4231	142	8	technique	technique	NOUN
cana-4231	142	9	using	use	VERB
cana-4231	142	10	elliptic	elliptic	ADJ
cana-4231	142	11	curve	curve	NOUN
cana-4231	142	12	communications	communication	NOUN
cana-4231	142	13	on	on	ADP
cana-4231	142	14	applied	apply	VERB
cana-4231	142	15	nonlinear	nonlinear	ADJ
cana-4231	142	16	analysis	analysis	NOUN
cana-4231	142	17	issn	issn	NOUN
cana-4231	142	18	:	:	PUNCT
cana-4231	142	19	1074	1074	NUM
cana-4231	142	20	-	-	PUNCT
cana-4231	142	21	133x	133x	NUM
cana-4231	142	22	vol	vol	NOUN
cana-4231	142	23	32	32	NUM
cana-4231	142	24	no	no	NOUN
cana-4231	142	25	.	.	PUNCT
cana-4231	143	1	9s	9s	NUM
cana-4231	143	2	(	(	PUNCT
cana-4231	143	3	2025	2025	NUM
cana-4231	143	4	)	)	PUNCT
cana-4231	143	5	1580	1580	NUM
cana-4231	143	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	143	7	cryptography	cryptography	NOUN
cana-4231	143	8	for	for	ADP
cana-4231	143	9	secure	secure	ADJ
cana-4231	143	10	iot	iot	ADJ
cana-4231	143	11	communications	communication	NOUN
cana-4231	143	12	,	,	PUNCT
cana-4231	143	13	ensuring	ensure	VERB
cana-4231	143	14	forward	forward	ADV
cana-4231	143	15	and	and	CCONJ
cana-4231	143	16	backward	backward	ADJ
cana-4231	143	17	security	security	NOUN
cana-4231	143	18	.	.	PUNCT
cana-4231	144	1	hameed	hameed	PROPN
cana-4231	144	2	et	et	PROPN
cana-4231	144	3	al	al	PROPN
cana-4231	144	4	.	.	PROPN
cana-4231	144	5	2019	2019	NUM
cana-4231	144	6	privacy	privacy	NOUN
cana-4231	144	7	and	and	CCONJ
cana-4231	144	8	security	security	NOUN
cana-4231	144	9	in	in	ADP
cana-4231	144	10	iot	iot	PROPN
cana-4231	144	11	networks	network	NOUN
cana-4231	144	12	.	.	PUNCT
cana-4231	145	1	organized	organized	ADJ
cana-4231	145	2	and	and	CCONJ
cana-4231	145	3	analyzed	analyze	VERB
cana-4231	145	4	iot	iot	ADJ
cana-4231	145	5	security	security	NOUN
cana-4231	145	6	concerns	concern	NOUN
cana-4231	145	7	and	and	CCONJ
cana-4231	145	8	recent	recent	ADJ
cana-4231	145	9	solutions	solution	NOUN
cana-4231	145	10	.	.	PUNCT
cana-4231	146	1	emphasized	emphasize	VERB
cana-4231	146	2	challenges	challenge	NOUN
cana-4231	146	3	and	and	CCONJ
cana-4231	146	4	opportunities	opportunity	NOUN
cana-4231	146	5	in	in	ADP
cana-4231	146	6	securing	secure	VERB
cana-4231	146	7	iot	iot	NOUN
cana-4231	146	8	implementations	implementation	NOUN
cana-4231	146	9	.	.	PUNCT
cana-4231	147	1	3	3	X
cana-4231	147	2	.	.	X
cana-4231	147	3	research	research	NOUN
cana-4231	147	4	methodology	methodology	NOUN
cana-4231	147	5	this	this	DET
cana-4231	147	6	study	study	NOUN
cana-4231	147	7	implements	implement	VERB
cana-4231	147	8	a	a	DET
cana-4231	147	9	methodical	methodical	ADJ
cana-4231	147	10	and	and	CCONJ
cana-4231	147	11	comprehensive	comprehensive	ADJ
cana-4231	147	12	approach	approach	NOUN
cana-4231	147	13	to	to	PART
cana-4231	147	14	investigate	investigate	VERB
cana-4231	147	15	and	and	CCONJ
cana-4231	147	16	enhance	enhance	VERB
cana-4231	147	17	the	the	DET
cana-4231	147	18	smart	smart	ADJ
cana-4231	147	19	management	management	NOUN
cana-4231	147	20	framework	framework	NOUN
cana-4231	147	21	(	(	PUNCT
cana-4231	147	22	smf	smf	PROPN
cana-4231	147	23	)	)	PUNCT
cana-4231	147	24	in	in	ADP
cana-4231	147	25	order	order	NOUN
cana-4231	147	26	to	to	PART
cana-4231	147	27	reduce	reduce	VERB
cana-4231	147	28	memory	memory	NOUN
cana-4231	147	29	fragmentation	fragmentation	NOUN
cana-4231	147	30	in	in	ADP
cana-4231	147	31	embedded	embed	VERB
cana-4231	147	32	systems	system	NOUN
cana-4231	147	33	that	that	PRON
cana-4231	147	34	are	be	AUX
cana-4231	147	35	integrated	integrate	VERB
cana-4231	147	36	into	into	ADP
cana-4231	147	37	the	the	DET
cana-4231	147	38	internet	internet	NOUN
cana-4231	147	39	of	of	ADP
cana-4231	147	40	things	thing	NOUN
cana-4231	147	41	(	(	PUNCT
cana-4231	147	42	iot	iot	NOUN
cana-4231	147	43	)	)	PUNCT
cana-4231	147	44	.	.	PUNCT
cana-4231	148	1	this	this	DET
cana-4231	148	2	method	method	NOUN
cana-4231	148	3	,	,	PUNCT
cana-4231	148	4	which	which	PRON
cana-4231	148	5	is	be	AUX
cana-4231	148	6	based	base	VERB
cana-4231	148	7	on	on	ADP
cana-4231	148	8	a	a	DET
cana-4231	148	9	quantitative	quantitative	ADJ
cana-4231	148	10	experimental	experimental	ADJ
cana-4231	148	11	methodology	methodology	NOUN
cana-4231	148	12	,	,	PUNCT
cana-4231	148	13	accurately	accurately	ADV
cana-4231	148	14	validates	validate	VERB
cana-4231	148	15	and	and	CCONJ
cana-4231	148	16	assesses	assess	VERB
cana-4231	148	17	the	the	DET
cana-4231	148	18	performance	performance	NOUN
cana-4231	148	19	of	of	ADP
cana-4231	148	20	the	the	DET
cana-4231	148	21	proposed	propose	VERB
cana-4231	148	22	framework	framework	NOUN
cana-4231	148	23	across	across	ADP
cana-4231	148	24	a	a	DET
cana-4231	148	25	variety	variety	NOUN
cana-4231	148	26	of	of	ADP
cana-4231	148	27	iot	iot	ADJ
cana-4231	148	28	use	use	NOUN
cana-4231	148	29	cases	case	NOUN
cana-4231	148	30	.	.	PUNCT
cana-4231	149	1	the	the	DET
cana-4231	149	2	methodology	methodology	NOUN
cana-4231	149	3	meticulously	meticulously	ADV
cana-4231	149	4	evaluates	evaluate	VERB
cana-4231	149	5	the	the	DET
cana-4231	149	6	effectiveness	effectiveness	NOUN
cana-4231	149	7	of	of	ADP
cana-4231	149	8	the	the	DET
cana-4231	149	9	smf	smf	NOUN
cana-4231	149	10	during	during	ADP
cana-4231	149	11	the	the	DET
cana-4231	149	12	simulation	simulation	NOUN
cana-4231	149	13	,	,	PUNCT
cana-4231	149	14	deployment	deployment	NOUN
cana-4231	149	15	,	,	PUNCT
cana-4231	149	16	and	and	CCONJ
cana-4231	149	17	evaluation	evaluation	NOUN
cana-4231	149	18	stages	stage	NOUN
cana-4231	149	19	to	to	PART
cana-4231	149	20	gain	gain	VERB
cana-4231	149	21	a	a	DET
cana-4231	149	22	comprehensive	comprehensive	ADJ
cana-4231	149	23	understanding	understanding	NOUN
cana-4231	149	24	of	of	ADP
cana-4231	149	25	how	how	SCONJ
cana-4231	149	26	advanced	advanced	ADJ
cana-4231	149	27	memory	memory	NOUN
cana-4231	149	28	management	management	NOUN
cana-4231	149	29	strategies	strategy	NOUN
cana-4231	149	30	can	can	AUX
cana-4231	149	31	address	address	VERB
cana-4231	149	32	fragmentation	fragmentation	NOUN
cana-4231	149	33	issues	issue	NOUN
cana-4231	149	34	in	in	ADP
cana-4231	149	35	situations	situation	NOUN
cana-4231	149	36	with	with	ADP
cana-4231	149	37	limited	limited	ADJ
cana-4231	149	38	resources	resource	NOUN
cana-4231	149	39	.	.	PUNCT
cana-4231	150	1	the	the	DET
cana-4231	150	2	study	study	NOUN
cana-4231	150	3	's	's	PART
cana-4231	150	4	design	design	NOUN
cana-4231	150	5	,	,	PUNCT
cana-4231	150	6	sample	sample	NOUN
cana-4231	150	7	plan	plan	NOUN
cana-4231	150	8	,	,	PUNCT
cana-4231	150	9	data	datum	NOUN
cana-4231	150	10	collection	collection	NOUN
cana-4231	150	11	strategies	strategy	NOUN
cana-4231	150	12	,	,	PUNCT
cana-4231	150	13	and	and	CCONJ
cana-4231	150	14	analytic	analytic	ADJ
cana-4231	150	15	procedures	procedure	NOUN
cana-4231	150	16	are	be	AUX
cana-4231	150	17	all	all	PRON
cana-4231	150	18	essential	essential	ADJ
cana-4231	150	19	components	component	NOUN
cana-4231	150	20	of	of	ADP
cana-4231	150	21	any	any	DET
cana-4231	150	22	research	research	NOUN
cana-4231	150	23	methodology	methodology	NOUN
cana-4231	150	24	.	.	PUNCT
cana-4231	151	1	3.1	3.1	NUM
cana-4231	151	2	research	research	NOUN
cana-4231	151	3	design	design	NOUN
cana-4231	151	4	the	the	DET
cana-4231	151	5	unique	unique	ADJ
cana-4231	151	6	challenges	challenge	NOUN
cana-4231	151	7	of	of	ADP
cana-4231	151	8	embedded	embed	VERB
cana-4231	151	9	iot	iot	NOUN
cana-4231	151	10	devices	device	NOUN
cana-4231	151	11	,	,	PUNCT
cana-4231	151	12	the	the	DET
cana-4231	151	13	investigation	investigation	NOUN
cana-4231	151	14	implemented	implement	VERB
cana-4231	151	15	a	a	DET
cana-4231	151	16	three	three	NUM
cana-4231	151	17	-	-	PUNCT
cana-4231	151	18	stage	stage	NOUN
cana-4231	151	19	experimental	experimental	ADJ
cana-4231	151	20	methodology	methodology	NOUN
cana-4231	151	21	.	.	PUNCT
cana-4231	152	1	the	the	DET
cana-4231	152	2	smf	smf	PROPN
cana-4231	152	3	was	be	AUX
cana-4231	152	4	developed	develop	VERB
cana-4231	152	5	using	use	VERB
cana-4231	152	6	memory	memory	NOUN
cana-4231	152	7	compaction	compaction	NOUN
cana-4231	152	8	,	,	PUNCT
cana-4231	152	9	dynamic	dynamic	ADJ
cana-4231	152	10	garbage	garbage	NOUN
cana-4231	152	11	collection	collection	NOUN
cana-4231	152	12	,	,	PUNCT
cana-4231	152	13	and	and	CCONJ
cana-4231	152	14	sophisticated	sophisticated	ADJ
cana-4231	152	15	memory	memory	NOUN
cana-4231	152	16	-	-	PUNCT
cana-4231	152	17	aware	aware	ADJ
cana-4231	152	18	allocation	allocation	NOUN
cana-4231	152	19	algorithms	algorithm	NOUN
cana-4231	152	20	.	.	PUNCT
cana-4231	153	1	these	these	DET
cana-4231	153	2	components	component	NOUN
cana-4231	153	3	,	,	PUNCT
cana-4231	153	4	when	when	SCONJ
cana-4231	153	5	combined	combine	VERB
cana-4231	153	6	,	,	PUNCT
cana-4231	153	7	establish	establish	VERB
cana-4231	153	8	a	a	DET
cana-4231	153	9	framework	framework	NOUN
cana-4231	153	10	that	that	PRON
cana-4231	153	11	is	be	AUX
cana-4231	153	12	specifically	specifically	ADV
cana-4231	153	13	designed	design	VERB
cana-4231	153	14	to	to	PART
cana-4231	153	15	manage	manage	VERB
cana-4231	153	16	the	the	DET
cana-4231	153	17	memory	memory	NOUN
cana-4231	153	18	of	of	ADP
cana-4231	153	19	internet	internet	NOUN
cana-4231	153	20	of	of	ADP
cana-4231	153	21	things	thing	NOUN
cana-4231	153	22	devices	device	NOUN
cana-4231	153	23	in	in	ADP
cana-4231	153	24	real	real	ADJ
cana-4231	153	25	-	-	PUNCT
cana-4231	153	26	time	time	NOUN
cana-4231	153	27	.	.	PUNCT
cana-4231	154	1	simulations	simulation	NOUN
cana-4231	154	2	are	be	AUX
cana-4231	154	3	implemented	implement	VERB
cana-4231	154	4	in	in	ADP
cana-4231	154	5	order	order	NOUN
cana-4231	154	6	to	to	PART
cana-4231	154	7	assess	assess	VERB
cana-4231	154	8	the	the	DET
cana-4231	154	9	initial	initial	ADJ
cana-4231	154	10	performance	performance	NOUN
cana-4231	154	11	in	in	ADP
cana-4231	154	12	a	a	DET
cana-4231	154	13	controlled	control	VERB
cana-4231	154	14	environment	environment	NOUN
cana-4231	154	15	,	,	PUNCT
cana-4231	154	16	utilising	utilise	VERB
cana-4231	154	17	benchmarks	benchmark	NOUN
cana-4231	154	18	that	that	PRON
cana-4231	154	19	are	be	AUX
cana-4231	154	20	specific	specific	ADJ
cana-4231	154	21	to	to	ADP
cana-4231	154	22	the	the	DET
cana-4231	154	23	internet	internet	NOUN
cana-4231	154	24	of	of	ADP
cana-4231	154	25	things	thing	NOUN
cana-4231	154	26	.	.	PUNCT
cana-4231	155	1	the	the	DET
cana-4231	155	2	smf	smf	PROPN
cana-4231	155	3	is	be	AUX
cana-4231	155	4	evaluated	evaluate	VERB
cana-4231	155	5	on	on	ADP
cana-4231	155	6	genuine	genuine	ADJ
cana-4231	155	7	internet	internet	NOUN
cana-4231	155	8	of	of	ADP
cana-4231	155	9	things	thing	NOUN
cana-4231	155	10	devices	device	NOUN
cana-4231	155	11	with	with	ADP
cana-4231	155	12	restricted	restricted	ADJ
cana-4231	155	13	resources	resource	NOUN
cana-4231	155	14	to	to	PART
cana-4231	155	15	determine	determine	VERB
cana-4231	155	16	its	its	PRON
cana-4231	155	17	functionality	functionality	NOUN
cana-4231	155	18	and	and	CCONJ
cana-4231	155	19	its	its	PRON
cana-4231	155	20	ability	ability	NOUN
cana-4231	155	21	to	to	PART
cana-4231	155	22	adapt	adapt	VERB
cana-4231	155	23	to	to	ADP
cana-4231	155	24	various	various	ADJ
cana-4231	155	25	duties	duty	NOUN
cana-4231	155	26	.	.	PUNCT
cana-4231	156	1	we	we	PRON
cana-4231	156	2	have	have	AUX
cana-4231	156	3	already	already	ADV
cana-4231	156	4	begun	begin	VERB
cana-4231	156	5	collecting	collect	VERB
cana-4231	156	6	data	datum	NOUN
cana-4231	156	7	on	on	ADP
cana-4231	156	8	performance	performance	NOUN
cana-4231	156	9	parameters	parameter	NOUN
cana-4231	156	10	,	,	PUNCT
cana-4231	156	11	including	include	VERB
cana-4231	156	12	energy	energy	NOUN
cana-4231	156	13	efficiency	efficiency	NOUN
cana-4231	156	14	,	,	PUNCT
cana-4231	156	15	fragmentation	fragmentation	NOUN
cana-4231	156	16	reduction	reduction	NOUN
cana-4231	156	17	,	,	PUNCT
cana-4231	156	18	and	and	CCONJ
cana-4231	156	19	memory	memory	NOUN
cana-4231	156	20	utilisation	utilisation	NOUN
cana-4231	156	21	.	.	PUNCT
cana-4231	157	1	this	this	DET
cana-4231	157	2	review	review	NOUN
cana-4231	157	3	will	will	AUX
cana-4231	157	4	evaluate	evaluate	VERB
cana-4231	157	5	the	the	DET
cana-4231	157	6	smf	smf	NOUN
cana-4231	157	7	in	in	ADP
cana-4231	157	8	comparison	comparison	NOUN
cana-4231	157	9	to	to	PART
cana-4231	157	10	specified	specified	VERB
cana-4231	157	11	baseline	baseline	NOUN
cana-4231	157	12	memory	memory	NOUN
cana-4231	157	13	management	management	NOUN
cana-4231	157	14	strategies	strategy	NOUN
cana-4231	157	15	,	,	PUNCT
cana-4231	157	16	such	such	ADJ
cana-4231	157	17	as	as	ADP
cana-4231	157	18	static	static	ADJ
cana-4231	157	19	allocation	allocation	NOUN
cana-4231	157	20	and	and	CCONJ
cana-4231	157	21	conventional	conventional	ADJ
cana-4231	157	22	dynamic	dynamic	ADJ
cana-4231	157	23	methods	method	NOUN
cana-4231	157	24	.	.	PUNCT
cana-4231	158	1	we	we	PRON
cana-4231	158	2	ensure	ensure	VERB
cana-4231	158	3	that	that	SCONJ
cana-4231	158	4	the	the	DET
cana-4231	158	5	advantages	advantage	NOUN
cana-4231	158	6	of	of	ADP
cana-4231	158	7	the	the	DET
cana-4231	158	8	proposed	propose	VERB
cana-4231	158	9	framework	framework	NOUN
cana-4231	158	10	are	be	AUX
cana-4231	158	11	generalisable	generalisable	ADJ
cana-4231	158	12	and	and	CCONJ
cana-4231	158	13	resilient	resilient	ADJ
cana-4231	158	14	by	by	ADP
cana-4231	158	15	examining	examine	VERB
cana-4231	158	16	the	the	DET
cana-4231	158	17	statistical	statistical	ADJ
cana-4231	158	18	significance	significance	NOUN
cana-4231	158	19	of	of	ADP
cana-4231	158	20	the	the	DET
cana-4231	158	21	observed	observe	VERB
cana-4231	158	22	gains	gain	NOUN
cana-4231	158	23	.	.	PUNCT
cana-4231	159	1	this	this	DET
cana-4231	159	2	meticulously	meticulously	ADV
cana-4231	159	3	organised	organise	VERB
cana-4231	159	4	curriculum	curriculum	NOUN
cana-4231	159	5	elucidates	elucidate	VERB
cana-4231	159	6	the	the	DET
cana-4231	159	7	advantages	advantage	NOUN
cana-4231	159	8	of	of	ADP
cana-4231	159	9	the	the	DET
cana-4231	159	10	smf	smf	NOUN
cana-4231	159	11	and	and	CCONJ
cana-4231	159	12	enables	enable	VERB
cana-4231	159	13	learners	learner	NOUN
cana-4231	159	14	to	to	PART
cana-4231	159	15	progress	progress	VERB
cana-4231	159	16	gradually	gradually	ADV
cana-4231	159	17	.	.	PUNCT
cana-4231	160	1	3.2	3.2	NUM
cana-4231	160	2	sampling	sample	VERB
cana-4231	160	3	the	the	DET
cana-4231	160	4	smf	smf	PROPN
cana-4231	160	5	is	be	AUX
cana-4231	160	6	assessed	assess	VERB
cana-4231	160	7	in	in	ADP
cana-4231	160	8	this	this	DET
cana-4231	160	9	study	study	NOUN
cana-4231	160	10	by	by	ADP
cana-4231	160	11	employing	employ	VERB
cana-4231	160	12	a	a	DET
cana-4231	160	13	sampling	sample	VERB
cana-4231	160	14	strategy	strategy	NOUN
cana-4231	160	15	that	that	PRON
cana-4231	160	16	involves	involve	VERB
cana-4231	160	17	the	the	DET
cana-4231	160	18	selection	selection	NOUN
cana-4231	160	19	of	of	ADP
cana-4231	160	20	internet	internet	NOUN
cana-4231	160	21	of	of	ADP
cana-4231	160	22	things	thing	NOUN
cana-4231	160	23	(	(	PUNCT
cana-4231	160	24	iot	iot	NOUN
cana-4231	160	25	)	)	PUNCT
cana-4231	160	26	devices	device	NOUN
cana-4231	160	27	,	,	PUNCT
cana-4231	160	28	applications	application	NOUN
cana-4231	160	29	,	,	PUNCT
cana-4231	160	30	and	and	CCONJ
cana-4231	160	31	datasets	dataset	NOUN
cana-4231	160	32	that	that	PRON
cana-4231	160	33	are	be	AUX
cana-4231	160	34	statistically	statistically	ADV
cana-4231	160	35	representative	representative	ADJ
cana-4231	160	36	of	of	ADP
cana-4231	160	37	the	the	DET
cana-4231	160	38	intended	intend	VERB
cana-4231	160	39	users	user	NOUN
cana-4231	160	40	.	.	PUNCT
cana-4231	161	1	please	please	INTJ
cana-4231	161	2	bear	bear	VERB
cana-4231	161	3	in	in	ADP
cana-4231	161	4	mind	mind	NOUN
cana-4231	161	5	that	that	SCONJ
cana-4231	161	6	the	the	DET
cana-4231	161	7	majority	majority	NOUN
cana-4231	161	8	of	of	ADP
cana-4231	161	9	iot	iot	PROPN
cana-4231	161	10	platforms	platform	NOUN
cana-4231	161	11	will	will	AUX
cana-4231	161	12	utilise	utilise	VERB
cana-4231	161	13	embedded	embed	VERB
cana-4231	161	14	-	-	PUNCT
cana-4231	161	15	system	system	NOUN
cana-4231	161	16	typical	typical	ADJ
cana-4231	161	17	arm	arm	NOUN
cana-4231	161	18	cortex	cortex	NOUN
cana-4231	161	19	-	-	PUNCT
cana-4231	161	20	m	m	NOUN
cana-4231	161	21	microcontrollers	microcontroller	NOUN
cana-4231	161	22	when	when	SCONJ
cana-4231	161	23	selecting	select	VERB
cana-4231	161	24	a	a	DET
cana-4231	161	25	device	device	NOUN
cana-4231	161	26	.	.	PUNCT
cana-4231	162	1	we	we	PRON
cana-4231	162	2	have	have	AUX
cana-4231	162	3	chosen	choose	VERB
cana-4231	162	4	sram	sram	PROPN
cana-4231	162	5	memory	memory	NOUN
cana-4231	162	6	configurations	configuration	NOUN
cana-4231	162	7	that	that	PRON
cana-4231	162	8	vary	vary	VERB
cana-4231	162	9	from	from	ADP
cana-4231	162	10	64	64	NUM
cana-4231	162	11	kb	kb	NOUN
cana-4231	162	12	to	to	ADP
cana-4231	162	13	256	256	NUM
cana-4231	162	14	kb	kb	NOUN
cana-4231	162	15	in	in	ADP
cana-4231	162	16	order	order	NOUN
cana-4231	162	17	to	to	PART
cana-4231	162	18	replicate	replicate	VERB
cana-4231	162	19	the	the	DET
cana-4231	162	20	diverse	diverse	ADJ
cana-4231	162	21	range	range	NOUN
cana-4231	162	22	of	of	ADP
cana-4231	162	23	resource	resource	NOUN
cana-4231	162	24	limitations	limitation	NOUN
cana-4231	162	25	that	that	PRON
cana-4231	162	26	are	be	AUX
cana-4231	162	27	observed	observe	VERB
cana-4231	162	28	in	in	ADP
cana-4231	162	29	iot	iot	NOUN
cana-4231	162	30	applications	application	NOUN
cana-4231	162	31	.	.	PUNCT
cana-4231	163	1	predictive	predictive	ADJ
cana-4231	163	2	maintenance	maintenance	NOUN
cana-4231	163	3	,	,	PUNCT
cana-4231	163	4	environmental	environmental	ADJ
cana-4231	163	5	monitoring	monitoring	NOUN
cana-4231	163	6	,	,	PUNCT
cana-4231	163	7	communications	communication	NOUN
cana-4231	163	8	on	on	ADP
cana-4231	163	9	applied	apply	VERB
cana-4231	163	10	nonlinear	nonlinear	ADJ
cana-4231	163	11	analysis	analysis	NOUN
cana-4231	163	12	issn	issn	NOUN
cana-4231	163	13	:	:	PUNCT
cana-4231	163	14	1074	1074	NUM
cana-4231	163	15	-	-	PUNCT
cana-4231	163	16	133x	133x	NUM
cana-4231	163	17	vol	vol	NOUN
cana-4231	163	18	32	32	NUM
cana-4231	163	19	no	no	NOUN
cana-4231	163	20	.	.	PUNCT
cana-4231	164	1	9s	9s	NUM
cana-4231	164	2	(	(	PUNCT
cana-4231	164	3	2025	2025	NUM
cana-4231	164	4	)	)	PUNCT
cana-4231	164	5	1581	1581	NUM
cana-4231	164	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	164	7	and	and	CCONJ
cana-4231	164	8	real	real	ADJ
cana-4231	164	9	-	-	PUNCT
cana-4231	164	10	time	time	NOUN
cana-4231	164	11	data	datum	NOUN
cana-4231	164	12	recording	recording	NOUN
cana-4231	164	13	are	be	AUX
cana-4231	164	14	among	among	ADP
cana-4231	164	15	the	the	DET
cana-4231	164	16	most	most	ADV
cana-4231	164	17	frequently	frequently	ADV
cana-4231	164	18	encountered	encounter	VERB
cana-4231	164	19	internet	internet	NOUN
cana-4231	164	20	of	of	ADP
cana-4231	164	21	things	thing	NOUN
cana-4231	164	22	use	use	VERB
cana-4231	164	23	cases	case	NOUN
cana-4231	164	24	that	that	PRON
cana-4231	164	25	influence	influence	VERB
cana-4231	164	26	the	the	DET
cana-4231	164	27	selection	selection	NOUN
cana-4231	164	28	of	of	ADP
cana-4231	164	29	applications	application	NOUN
cana-4231	164	30	.	.	PUNCT
cana-4231	165	1	these	these	DET
cana-4231	165	2	applications	application	NOUN
cana-4231	165	3	were	be	AUX
cana-4231	165	4	selected	select	VERB
cana-4231	165	5	to	to	PART
cana-4231	165	6	evaluate	evaluate	VERB
cana-4231	165	7	the	the	DET
cana-4231	165	8	smf	smf	PROPN
cana-4231	165	9	's	's	PART
cana-4231	165	10	ability	ability	NOUN
cana-4231	165	11	to	to	PART
cana-4231	165	12	manage	manage	VERB
cana-4231	165	13	dynamic	dynamic	ADJ
cana-4231	165	14	allocation	allocation	NOUN
cana-4231	165	15	and	and	CCONJ
cana-4231	165	16	deallocation	deallocation	NOUN
cana-4231	165	17	,	,	PUNCT
cana-4231	165	18	as	as	SCONJ
cana-4231	165	19	they	they	PRON
cana-4231	165	20	exhibit	exhibit	VERB
cana-4231	165	21	a	a	DET
cana-4231	165	22	broad	broad	ADJ
cana-4231	165	23	range	range	NOUN
cana-4231	165	24	of	of	ADP
cana-4231	165	25	memory	memory	NOUN
cana-4231	165	26	usage	usage	NOUN
cana-4231	165	27	patterns	pattern	NOUN
cana-4231	165	28	.	.	PUNCT
cana-4231	166	1	the	the	DET
cana-4231	166	2	objective	objective	NOUN
cana-4231	166	3	of	of	ADP
cana-4231	166	4	this	this	DET
cana-4231	166	5	dataset	dataset	NOUN
cana-4231	166	6	selection	selection	NOUN
cana-4231	166	7	method	method	NOUN
cana-4231	166	8	is	be	AUX
cana-4231	166	9	to	to	PART
cana-4231	166	10	convey	convey	VERB
cana-4231	166	11	the	the	DET
cana-4231	166	12	essence	essence	NOUN
cana-4231	166	13	of	of	ADP
cana-4231	166	14	real	real	ADJ
cana-4231	166	15	-	-	PUNCT
cana-4231	166	16	world	world	NOUN
cana-4231	166	17	scenarios	scenario	NOUN
cana-4231	166	18	by	by	ADP
cana-4231	166	19	utilising	utilise	VERB
cana-4231	166	20	both	both	CCONJ
cana-4231	166	21	open	open	ADJ
cana-4231	166	22	-	-	PUNCT
cana-4231	166	23	source	source	NOUN
cana-4231	166	24	iot	iot	NOUN
cana-4231	166	25	datasets	dataset	NOUN
cana-4231	166	26	and	and	CCONJ
cana-4231	166	27	simulated	simulated	ADJ
cana-4231	166	28	workloads	workload	NOUN
cana-4231	166	29	.	.	PUNCT
cana-4231	167	1	the	the	DET
cana-4231	167	2	smf	smf	PROPN
cana-4231	167	3	's	's	PART
cana-4231	167	4	performance	performance	NOUN
cana-4231	167	5	under	under	ADP
cana-4231	167	6	various	various	ADJ
cana-4231	167	7	conditions	condition	NOUN
cana-4231	167	8	will	will	AUX
cana-4231	167	9	be	be	AUX
cana-4231	167	10	unquestionably	unquestionably	ADV
cana-4231	167	11	revealed	reveal	VERB
cana-4231	167	12	by	by	ADP
cana-4231	167	13	the	the	DET
cana-4231	167	14	evaluation	evaluation	NOUN
cana-4231	167	15	,	,	PUNCT
cana-4231	167	16	as	as	SCONJ
cana-4231	167	17	these	these	DET
cana-4231	167	18	datasets	dataset	NOUN
cana-4231	167	19	provide	provide	VERB
cana-4231	167	20	a	a	DET
cana-4231	167	21	diverse	diverse	ADJ
cana-4231	167	22	array	array	NOUN
cana-4231	167	23	of	of	ADP
cana-4231	167	24	memory	memory	NOUN
cana-4231	167	25	allocation	allocation	NOUN
cana-4231	167	26	patterns	pattern	NOUN
cana-4231	167	27	.	.	PUNCT
cana-4231	168	1	the	the	DET
cana-4231	168	2	results	result	NOUN
cana-4231	168	3	must	must	AUX
cana-4231	168	4	illustrate	illustrate	VERB
cana-4231	168	5	the	the	DET
cana-4231	168	6	smf	smf	PROPN
cana-4231	168	7	's	's	PART
cana-4231	168	8	adaptability	adaptability	NOUN
cana-4231	168	9	to	to	ADP
cana-4231	168	10	a	a	DET
cana-4231	168	11	variety	variety	NOUN
cana-4231	168	12	of	of	ADP
cana-4231	168	13	devices	device	NOUN
cana-4231	168	14	and	and	CCONJ
cana-4231	168	15	applications	application	NOUN
cana-4231	168	16	,	,	PUNCT
cana-4231	168	17	as	as	ADV
cana-4231	168	18	well	well	ADV
cana-4231	168	19	as	as	ADP
cana-4231	168	20	its	its	PRON
cana-4231	168	21	value	value	NOUN
cana-4231	168	22	in	in	ADP
cana-4231	168	23	real	real	ADJ
cana-4231	168	24	-	-	PUNCT
cana-4231	168	25	world	world	NOUN
cana-4231	168	26	iot	iot	NOUN
cana-4231	168	27	deployments	deployment	NOUN
cana-4231	168	28	.	.	PUNCT
cana-4231	169	1	purposeful	purposeful	ADJ
cana-4231	169	2	sampling	sampling	NOUN
cana-4231	169	3	is	be	AUX
cana-4231	169	4	one	one	NUM
cana-4231	169	5	approach	approach	NOUN
cana-4231	169	6	to	to	PART
cana-4231	169	7	implement	implement	VERB
cana-4231	169	8	this	this	PRON
cana-4231	169	9	.	.	PUNCT
cana-4231	170	1	3.3	3.3	NUM
cana-4231	170	2	data	datum	NOUN
cana-4231	170	3	collection	collection	NOUN
cana-4231	170	4	the	the	DET
cana-4231	170	5	three	three	NUM
cana-4231	170	6	phases	phase	NOUN
cana-4231	170	7	of	of	ADP
cana-4231	170	8	data	datum	NOUN
cana-4231	170	9	acquisition	acquisition	NOUN
cana-4231	170	10	are	be	AUX
cana-4231	170	11	in	in	ADP
cana-4231	170	12	accordance	accordance	NOUN
cana-4231	170	13	with	with	ADP
cana-4231	170	14	the	the	DET
cana-4231	170	15	three	three	NUM
cana-4231	170	16	phases	phase	NOUN
cana-4231	170	17	of	of	ADP
cana-4231	170	18	the	the	DET
cana-4231	170	19	research	research	NOUN
cana-4231	170	20	program	program	NOUN
cana-4231	170	21	—	—	PUNCT
cana-4231	170	22	development	development	NOUN
cana-4231	170	23	,	,	PUNCT
cana-4231	170	24	testing	testing	NOUN
cana-4231	170	25	,	,	PUNCT
cana-4231	170	26	and	and	CCONJ
cana-4231	170	27	assessment	assessment	NOUN
cana-4231	170	28	.	.	PUNCT
cana-4231	171	1	the	the	DET
cana-4231	171	2	initial	initial	ADJ
cana-4231	171	3	simulation	simulation	NOUN
cana-4231	171	4	testing	testing	NOUN
cana-4231	171	5	involves	involve	VERB
cana-4231	171	6	the	the	DET
cana-4231	171	7	measurement	measurement	NOUN
cana-4231	171	8	of	of	ADP
cana-4231	171	9	the	the	DET
cana-4231	171	10	smf	smf	PROPN
cana-4231	171	11	's	's	PART
cana-4231	171	12	memory	memory	NOUN
cana-4231	171	13	allocation	allocation	NOUN
cana-4231	171	14	and	and	CCONJ
cana-4231	171	15	fragmentation	fragmentation	NOUN
cana-4231	171	16	in	in	ADP
cana-4231	171	17	a	a	DET
cana-4231	171	18	controlled	control	VERB
cana-4231	171	19	environment	environment	NOUN
cana-4231	171	20	.	.	PUNCT
cana-4231	172	1	in	in	ADP
cana-4231	172	2	order	order	NOUN
cana-4231	172	3	to	to	PART
cana-4231	172	4	establish	establish	VERB
cana-4231	172	5	a	a	DET
cana-4231	172	6	benchmark	benchmark	NOUN
cana-4231	172	7	for	for	ADP
cana-4231	172	8	future	future	ADJ
cana-4231	172	9	comparisons	comparison	NOUN
cana-4231	172	10	,	,	PUNCT
cana-4231	172	11	memory	memory	NOUN
cana-4231	172	12	profilers	profiler	NOUN
cana-4231	172	13	and	and	CCONJ
cana-4231	172	14	heap	heap	NOUN
cana-4231	172	15	analysers	analyser	NOUN
cana-4231	172	16	capture	capture	VERB
cana-4231	172	17	real	real	ADJ
cana-4231	172	18	-	-	PUNCT
cana-4231	172	19	time	time	NOUN
cana-4231	172	20	data	datum	NOUN
cana-4231	172	21	on	on	ADP
cana-4231	172	22	memory	memory	NOUN
cana-4231	172	23	fragmentation	fragmentation	NOUN
cana-4231	172	24	and	and	CCONJ
cana-4231	172	25	utilisation	utilisation	NOUN
cana-4231	172	26	.	.	PUNCT
cana-4231	173	1	during	during	ADP
cana-4231	173	2	the	the	DET
cana-4231	173	3	device	device	NOUN
cana-4231	173	4	testing	testing	NOUN
cana-4231	173	5	phase	phase	NOUN
cana-4231	173	6	,	,	PUNCT
cana-4231	173	7	on	on	ADP
cana-4231	173	8	-	-	PUNCT
cana-4231	173	9	device	device	NOUN
cana-4231	173	10	monitoring	monitoring	NOUN
cana-4231	173	11	technologies	technology	NOUN
cana-4231	173	12	record	record	VERB
cana-4231	173	13	a	a	DET
cana-4231	173	14	diverse	diverse	ADJ
cana-4231	173	15	array	array	NOUN
cana-4231	173	16	of	of	ADP
cana-4231	173	17	performance	performance	NOUN
cana-4231	173	18	metrics	metric	NOUN
cana-4231	173	19	,	,	PUNCT
cana-4231	173	20	such	such	ADJ
cana-4231	173	21	as	as	ADP
cana-4231	173	22	fragmentation	fragmentation	NOUN
cana-4231	173	23	percentage	percentage	NOUN
cana-4231	173	24	,	,	PUNCT
cana-4231	173	25	energy	energy	NOUN
cana-4231	173	26	consumption	consumption	NOUN
cana-4231	173	27	,	,	PUNCT
cana-4231	173	28	and	and	CCONJ
cana-4231	173	29	allocation	allocation	NOUN
cana-4231	173	30	time	time	NOUN
cana-4231	173	31	.	.	PUNCT
cana-4231	174	1	this	this	DET
cana-4231	174	2	technology	technology	NOUN
cana-4231	174	3	facilitates	facilitate	VERB
cana-4231	174	4	the	the	DET
cana-4231	174	5	precise	precise	ADJ
cana-4231	174	6	analysis	analysis	NOUN
cana-4231	174	7	of	of	ADP
cana-4231	174	8	the	the	DET
cana-4231	174	9	smf	smf	PROPN
cana-4231	174	10	's	's	PART
cana-4231	174	11	impact	impact	NOUN
cana-4231	174	12	on	on	ADP
cana-4231	174	13	actual	actual	ADJ
cana-4231	174	14	iot	iot	NOUN
cana-4231	174	15	devices	device	NOUN
cana-4231	174	16	by	by	ADP
cana-4231	174	17	capturing	capture	VERB
cana-4231	174	18	extensive	extensive	ADJ
cana-4231	174	19	recordings	recording	NOUN
cana-4231	174	20	from	from	ADP
cana-4231	174	21	the	the	DET
cana-4231	174	22	device	device	NOUN
cana-4231	174	23	's	's	PART
cana-4231	174	24	operating	operating	NOUN
cana-4231	174	25	system	system	NOUN
cana-4231	174	26	and	and	CCONJ
cana-4231	174	27	specialised	specialised	ADJ
cana-4231	174	28	instrumentation	instrumentation	NOUN
cana-4231	174	29	.	.	PUNCT
cana-4231	175	1	in	in	ADP
cana-4231	175	2	order	order	NOUN
cana-4231	175	3	to	to	PART
cana-4231	175	4	assess	assess	VERB
cana-4231	175	5	the	the	DET
cana-4231	175	6	relative	relative	ADJ
cana-4231	175	7	efficacy	efficacy	NOUN
cana-4231	175	8	of	of	ADP
cana-4231	175	9	the	the	DET
cana-4231	175	10	smf	smf	PROPN
cana-4231	175	11	,	,	PUNCT
cana-4231	175	12	we	we	PRON
cana-4231	175	13	collect	collect	VERB
cana-4231	175	14	comparable	comparable	ADJ
cana-4231	175	15	measurements	measurement	NOUN
cana-4231	175	16	from	from	ADP
cana-4231	175	17	devices	device	NOUN
cana-4231	175	18	that	that	PRON
cana-4231	175	19	implement	implement	VERB
cana-4231	175	20	conventional	conventional	ADJ
cana-4231	175	21	memory	memory	NOUN
cana-4231	175	22	management	management	NOUN
cana-4231	175	23	algorithms	algorithm	NOUN
cana-4231	175	24	during	during	ADP
cana-4231	175	25	the	the	DET
cana-4231	175	26	baseline	baseline	ADJ
cana-4231	175	27	comparison	comparison	NOUN
cana-4231	175	28	phase	phase	NOUN
cana-4231	175	29	.	.	PUNCT
cana-4231	176	1	this	this	DET
cana-4231	176	2	multi	multi	ADJ
cana-4231	176	3	-	-	ADJ
cana-4231	176	4	phase	phase	ADJ
cana-4231	176	5	data	datum	NOUN
cana-4231	176	6	collection	collection	NOUN
cana-4231	176	7	methodology	methodology	NOUN
cana-4231	176	8	provides	provide	VERB
cana-4231	176	9	substantial	substantial	ADJ
cana-4231	176	10	evidence	evidence	NOUN
cana-4231	176	11	of	of	ADP
cana-4231	176	12	the	the	DET
cana-4231	176	13	smf	smf	PROPN
cana-4231	176	14	's	's	PART
cana-4231	176	15	efficacy	efficacy	NOUN
cana-4231	176	16	in	in	ADP
cana-4231	176	17	reducing	reduce	VERB
cana-4231	176	18	memory	memory	NOUN
cana-4231	176	19	fragmentation	fragmentation	NOUN
cana-4231	176	20	,	,	PUNCT
cana-4231	176	21	as	as	SCONJ
cana-4231	176	22	it	it	PRON
cana-4231	176	23	is	be	AUX
cana-4231	176	24	subjected	subject	VERB
cana-4231	176	25	to	to	ADP
cana-4231	176	26	a	a	DET
cana-4231	176	27	comprehensive	comprehensive	ADJ
cana-4231	176	28	evaluation	evaluation	NOUN
cana-4231	176	29	in	in	ADP
cana-4231	176	30	a	a	DET
cana-4231	176	31	variety	variety	NOUN
cana-4231	176	32	of	of	ADP
cana-4231	176	33	environments	environment	NOUN
cana-4231	176	34	.	.	PUNCT
cana-4231	177	1	3.4	3.4	NUM
cana-4231	177	2	data	datum	NOUN
cana-4231	177	3	analysis	analysis	NOUN
cana-4231	177	4	the	the	DET
cana-4231	177	5	performance	performance	NOUN
cana-4231	177	6	of	of	ADP
cana-4231	177	7	the	the	DET
cana-4231	177	8	smf	smf	PROPN
cana-4231	177	9	is	be	AUX
cana-4231	177	10	assessed	assess	VERB
cana-4231	177	11	using	use	VERB
cana-4231	177	12	a	a	DET
cana-4231	177	13	descriptive	descriptive	ADJ
cana-4231	177	14	,	,	PUNCT
cana-4231	177	15	comparative	comparative	ADJ
cana-4231	177	16	,	,	PUNCT
cana-4231	177	17	and	and	CCONJ
cana-4231	177	18	statistical	statistical	ADJ
cana-4231	177	19	approaches	approach	NOUN
cana-4231	177	20	combined	combine	VERB
cana-4231	177	21	in	in	ADP
cana-4231	177	22	the	the	DET
cana-4231	177	23	data	datum	NOUN
cana-4231	177	24	analysis	analysis	NOUN
cana-4231	177	25	methodology	methodology	NOUN
cana-4231	177	26	.	.	PUNCT
cana-4231	178	1	descriptive	descriptive	ADJ
cana-4231	178	2	statistics	statistic	NOUN
cana-4231	178	3	help	help	VERB
cana-4231	178	4	one	one	NOUN
cana-4231	178	5	to	to	PART
cana-4231	178	6	summarise	summarise	VERB
cana-4231	178	7	memory	memory	NOUN
cana-4231	178	8	use	use	NOUN
cana-4231	178	9	,	,	PUNCT
cana-4231	178	10	fragmentation	fragmentation	NOUN
cana-4231	178	11	percentage	percentage	NOUN
cana-4231	178	12	,	,	PUNCT
cana-4231	178	13	allocation	allocation	NOUN
cana-4231	178	14	time	time	NOUN
cana-4231	178	15	,	,	PUNCT
cana-4231	178	16	and	and	CCONJ
cana-4231	178	17	energy	energy	NOUN
cana-4231	178	18	consumption	consumption	NOUN
cana-4231	178	19	,	,	PUNCT
cana-4231	178	20	therefore	therefore	ADV
cana-4231	178	21	provide	provide	VERB
cana-4231	178	22	a	a	DET
cana-4231	178	23	summary	summary	NOUN
cana-4231	178	24	of	of	ADP
cana-4231	178	25	the	the	DET
cana-4231	178	26	smf	smf	PROPN
cana-4231	178	27	.	.	PUNCT
cana-4231	179	1	comparative	comparative	ADJ
cana-4231	179	2	study	study	NOUN
cana-4231	179	3	of	of	ADP
cana-4231	179	4	the	the	DET
cana-4231	179	5	smf	smf	PROPN
cana-4231	179	6	outcomes	outcome	NOUN
cana-4231	179	7	with	with	ADP
cana-4231	179	8	those	those	PRON
cana-4231	179	9	of	of	ADP
cana-4231	179	10	baseline	baseline	NOUN
cana-4231	179	11	approaches	approach	NOUN
cana-4231	179	12	helps	help	VERB
cana-4231	179	13	to	to	PART
cana-4231	179	14	show	show	VERB
cana-4231	179	15	relative	relative	ADJ
cana-4231	179	16	performance	performance	NOUN
cana-4231	179	17	improvements	improvement	NOUN
cana-4231	179	18	.	.	PUNCT
cana-4231	180	1	by	by	ADP
cana-4231	180	2	means	mean	NOUN
cana-4231	180	3	of	of	ADP
cana-4231	180	4	statistical	statistical	ADJ
cana-4231	180	5	tests	test	NOUN
cana-4231	180	6	such	such	ADJ
cana-4231	180	7	anova	anova	PROPN
cana-4231	180	8	and	and	CCONJ
cana-4231	180	9	t	t	PROPN
cana-4231	180	10	-	-	PUNCT
cana-4231	180	11	tests	test	NOUN
cana-4231	180	12	,	,	PUNCT
cana-4231	180	13	which	which	PRON
cana-4231	180	14	confirm	confirm	VERB
cana-4231	180	15	the	the	DET
cana-4231	180	16	validity	validity	NOUN
cana-4231	180	17	of	of	ADP
cana-4231	180	18	the	the	DET
cana-4231	180	19	data	datum	NOUN
cana-4231	180	20	,	,	PUNCT
cana-4231	180	21	one	one	PRON
cana-4231	180	22	can	can	AUX
cana-4231	180	23	ascertain	ascertain	VERB
cana-4231	180	24	the	the	DET
cana-4231	180	25	importance	importance	NOUN
cana-4231	180	26	of	of	ADP
cana-4231	180	27	variations	variation	NOUN
cana-4231	180	28	.	.	PUNCT
cana-4231	181	1	visualisation	visualisation	NOUN
cana-4231	181	2	tools	tool	NOUN
cana-4231	181	3	such	such	ADJ
cana-4231	181	4	bar	bar	NOUN
cana-4231	181	5	charts	chart	NOUN
cana-4231	181	6	and	and	CCONJ
cana-4231	181	7	line	line	NOUN
cana-4231	181	8	diagrams	diagram	NOUN
cana-4231	181	9	help	help	VERB
cana-4231	181	10	to	to	PART
cana-4231	181	11	interpret	interpret	VERB
cana-4231	181	12	and	and	CCONJ
cana-4231	181	13	access	access	NOUN
cana-4231	181	14	data	datum	NOUN
cana-4231	181	15	by	by	ADP
cana-4231	181	16	showing	show	VERB
cana-4231	181	17	trends	trend	NOUN
cana-4231	181	18	in	in	ADP
cana-4231	181	19	memory	memory	NOUN
cana-4231	181	20	use	use	NOUN
cana-4231	181	21	,	,	PUNCT
cana-4231	181	22	fragmentation	fragmentation	NOUN
cana-4231	181	23	reduction	reduction	NOUN
cana-4231	181	24	,	,	PUNCT
cana-4231	181	25	and	and	CCONJ
cana-4231	181	26	energy	energy	NOUN
cana-4231	181	27	economy	economy	NOUN
cana-4231	181	28	.	.	PUNCT
cana-4231	182	1	the	the	DET
cana-4231	182	2	computational	computational	ADJ
cana-4231	182	3	complexity	complexity	NOUN
cana-4231	182	4	of	of	ADP
cana-4231	182	5	the	the	DET
cana-4231	182	6	components	component	NOUN
cana-4231	182	7	of	of	ADP
cana-4231	182	8	the	the	DET
cana-4231	182	9	smf	smf	PROPN
cana-4231	182	10	is	be	AUX
cana-4231	182	11	assessed	assess	VERB
cana-4231	182	12	and	and	CCONJ
cana-4231	182	13	its	its	PRON
cana-4231	182	14	fit	fit	NOUN
cana-4231	182	15	for	for	ADP
cana-4231	182	16	real	real	ADJ
cana-4231	182	17	-	-	PUNCT
cana-4231	182	18	time	time	NOUN
cana-4231	182	19	deployment	deployment	NOUN
cana-4231	182	20	in	in	ADP
cana-4231	182	21	contexts	context	NOUN
cana-4231	182	22	with	with	ADP
cana-4231	182	23	restricted	restricted	ADJ
cana-4231	182	24	resources	resource	NOUN
cana-4231	182	25	is	be	AUX
cana-4231	182	26	guaranteed	guarantee	VERB
cana-4231	182	27	by	by	ADP
cana-4231	182	28	means	mean	NOUN
cana-4231	182	29	of	of	ADP
cana-4231	182	30	an	an	DET
cana-4231	182	31	algorithm	algorithm	NOUN
cana-4231	182	32	efficiency	efficiency	NOUN
cana-4231	182	33	analysis	analysis	NOUN
cana-4231	182	34	.	.	PUNCT
cana-4231	183	1	eventually	eventually	ADV
cana-4231	183	2	,	,	PUNCT
cana-4231	183	3	outlier	outlier	ADJ
cana-4231	183	4	detection	detection	NOUN
cana-4231	183	5	methods	method	NOUN
cana-4231	183	6	are	be	AUX
cana-4231	183	7	used	use	VERB
cana-4231	183	8	to	to	PART
cana-4231	183	9	guarantee	guarantee	VERB
cana-4231	183	10	data	datum	NOUN
cana-4231	183	11	dependability	dependability	NOUN
cana-4231	183	12	following	follow	VERB
cana-4231	183	13	the	the	DET
cana-4231	183	14	confirmation	confirmation	NOUN
cana-4231	183	15	of	of	ADP
cana-4231	183	16	the	the	DET
cana-4231	183	17	robustness	robustness	NOUN
cana-4231	183	18	of	of	ADP
cana-4231	183	19	the	the	DET
cana-4231	183	20	smf	smf	NOUN
cana-4231	183	21	by	by	ADP
cana-4231	183	22	many	many	ADJ
cana-4231	183	23	trials	trial	NOUN
cana-4231	183	24	under	under	ADP
cana-4231	183	25	a	a	DET
cana-4231	183	26	wide	wide	ADJ
cana-4231	183	27	range	range	NOUN
cana-4231	183	28	of	of	ADP
cana-4231	183	29	burden	burden	NOUN
cana-4231	183	30	situations	situation	NOUN
cana-4231	183	31	.	.	PUNCT
cana-4231	184	1	this	this	DET
cana-4231	184	2	thorough	thorough	ADJ
cana-4231	184	3	study	study	NOUN
cana-4231	184	4	process	process	NOUN
cana-4231	184	5	guarantees	guarantee	VERB
cana-4231	184	6	that	that	SCONJ
cana-4231	184	7	the	the	DET
cana-4231	184	8	research	research	NOUN
cana-4231	184	9	results	result	NOUN
cana-4231	184	10	are	be	AUX
cana-4231	184	11	both	both	PRON
cana-4231	184	12	statistically	statistically	ADV
cana-4231	184	13	significant	significant	ADJ
cana-4231	184	14	and	and	CCONJ
cana-4231	184	15	practically	practically	ADV
cana-4231	184	16	relevant	relevant	ADJ
cana-4231	184	17	by	by	ADP
cana-4231	184	18	stressing	stress	VERB
cana-4231	184	19	the	the	DET
cana-4231	184	20	possibility	possibility	NOUN
cana-4231	184	21	of	of	SCONJ
cana-4231	184	22	the	the	DET
cana-4231	184	23	smf	smf	PROPN
cana-4231	184	24	to	to	PART
cana-4231	184	25	enhance	enhance	VERB
cana-4231	184	26	memory	memory	NOUN
cana-4231	184	27	management	management	NOUN
cana-4231	184	28	in	in	ADP
cana-4231	184	29	embedded	embed	VERB
cana-4231	184	30	iot	iot	PROPN
cana-4231	184	31	based	base	VERB
cana-4231	184	32	embedded	embed	VERB
cana-4231	184	33	systems	system	NOUN
cana-4231	184	34	.	.	PUNCT
cana-4231	185	1	communications	communication	NOUN
cana-4231	185	2	on	on	ADP
cana-4231	185	3	applied	apply	VERB
cana-4231	185	4	nonlinear	nonlinear	ADJ
cana-4231	185	5	analysis	analysis	NOUN
cana-4231	185	6	issn	issn	NOUN
cana-4231	185	7	:	:	PUNCT
cana-4231	185	8	1074	1074	NUM
cana-4231	185	9	-	-	PUNCT
cana-4231	185	10	133x	133x	NUM
cana-4231	185	11	vol	vol	NOUN
cana-4231	185	12	32	32	NUM
cana-4231	185	13	no	no	NOUN
cana-4231	185	14	.	.	PUNCT
cana-4231	186	1	9s	9s	NUM
cana-4231	186	2	(	(	PUNCT
cana-4231	186	3	2025	2025	NUM
cana-4231	186	4	)	)	PUNCT
cana-4231	186	5	1582	1582	NUM
cana-4231	186	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	186	7	results	result	VERB
cana-4231	186	8	the	the	DET
cana-4231	186	9	research	research	NOUN
cana-4231	186	10	found	find	VERB
cana-4231	186	11	that	that	SCONJ
cana-4231	186	12	embedded	embed	VERB
cana-4231	186	13	iot	iot	NOUN
cana-4231	186	14	based	base	VERB
cana-4231	186	15	embedded	embed	VERB
cana-4231	186	16	systems	system	NOUN
cana-4231	186	17	can	can	AUX
cana-4231	186	18	greatly	greatly	ADV
cana-4231	186	19	benefit	benefit	VERB
cana-4231	186	20	from	from	ADP
cana-4231	186	21	the	the	DET
cana-4231	186	22	proposed	propose	VERB
cana-4231	186	23	smart	smart	ADJ
cana-4231	186	24	management	management	NOUN
cana-4231	186	25	framework	framework	NOUN
cana-4231	186	26	(	(	PUNCT
cana-4231	186	27	smf	smf	PROPN
cana-4231	186	28	)	)	PUNCT
cana-4231	186	29	in	in	ADP
cana-4231	186	30	terms	term	NOUN
cana-4231	186	31	of	of	ADP
cana-4231	186	32	minimising	minimise	VERB
cana-4231	186	33	memory	memory	NOUN
cana-4231	186	34	fragmentation	fragmentation	NOUN
cana-4231	186	35	and	and	CCONJ
cana-4231	186	36	making	make	VERB
cana-4231	186	37	the	the	DET
cana-4231	186	38	most	most	ADV
cana-4231	186	39	efficient	efficient	ADJ
cana-4231	186	40	use	use	NOUN
cana-4231	186	41	of	of	ADP
cana-4231	186	42	accessible	accessible	ADJ
cana-4231	186	43	resources	resource	NOUN
cana-4231	186	44	.	.	PUNCT
cana-4231	187	1	analyses	analysis	NOUN
cana-4231	187	2	and	and	CCONJ
cana-4231	187	3	tests	test	NOUN
cana-4231	187	4	reveal	reveal	VERB
cana-4231	187	5	that	that	SCONJ
cana-4231	187	6	smf	smf	PROPN
cana-4231	187	7	outperformed	outperform	VERB
cana-4231	187	8	static	static	ADJ
cana-4231	187	9	and	and	CCONJ
cana-4231	187	10	dynamic	dynamic	ADJ
cana-4231	187	11	approaches	approach	NOUN
cana-4231	187	12	to	to	ADP
cana-4231	187	13	memory	memory	NOUN
cana-4231	187	14	management	management	NOUN
cana-4231	187	15	.	.	PUNCT
cana-4231	188	1	memory	memory	NOUN
cana-4231	188	2	utilisation	utilisation	NOUN
cana-4231	188	3	,	,	PUNCT
cana-4231	188	4	fragmentation	fragmentation	NOUN
cana-4231	188	5	reduction	reduction	NOUN
cana-4231	188	6	,	,	PUNCT
cana-4231	188	7	allocation	allocation	NOUN
cana-4231	188	8	time	time	NOUN
cana-4231	188	9	,	,	PUNCT
cana-4231	188	10	and	and	CCONJ
cana-4231	188	11	energy	energy	NOUN
cana-4231	188	12	usage	usage	NOUN
cana-4231	188	13	were	be	AUX
cana-4231	188	14	all	all	PRON
cana-4231	188	15	significantly	significantly	ADV
cana-4231	188	16	improved	improve	VERB
cana-4231	188	17	,	,	PUNCT
cana-4231	188	18	demonstrating	demonstrate	VERB
cana-4231	188	19	that	that	SCONJ
cana-4231	188	20	the	the	DET
cana-4231	188	21	framework	framework	NOUN
cana-4231	188	22	effectively	effectively	ADV
cana-4231	188	23	resolved	resolve	VERB
cana-4231	188	24	iot	iot	ADJ
cana-4231	188	25	problems	problem	NOUN
cana-4231	188	26	with	with	ADP
cana-4231	188	27	constrained	constrained	ADJ
cana-4231	188	28	resources	resource	NOUN
cana-4231	188	29	.	.	PUNCT
cana-4231	189	1	evident	evident	ADJ
cana-4231	189	2	from	from	ADP
cana-4231	189	3	the	the	DET
cana-4231	189	4	findings	finding	NOUN
cana-4231	189	5	,	,	PUNCT
cana-4231	189	6	the	the	DET
cana-4231	189	7	smf	smf	PROPN
cana-4231	189	8	is	be	AUX
cana-4231	189	9	a	a	DET
cana-4231	189	10	viable	viable	ADJ
cana-4231	189	11	strategy	strategy	NOUN
cana-4231	189	12	for	for	ADP
cana-4231	189	13	improving	improve	VERB
cana-4231	189	14	the	the	DET
cana-4231	189	15	performance	performance	NOUN
cana-4231	189	16	and	and	CCONJ
cana-4231	189	17	longevity	longevity	NOUN
cana-4231	189	18	of	of	ADP
cana-4231	189	19	iot	iot	PROPN
cana-4231	189	20	devices	device	NOUN
cana-4231	189	21	.	.	PUNCT
cana-4231	190	1	overview	overview	NOUN
cana-4231	190	2	of	of	ADP
cana-4231	190	3	findings	finding	NOUN
cana-4231	190	4	the	the	DET
cana-4231	190	5	proposed	propose	VERB
cana-4231	190	6	smart	smart	ADJ
cana-4231	190	7	management	management	NOUN
cana-4231	190	8	framework	framework	NOUN
cana-4231	190	9	(	(	PUNCT
cana-4231	190	10	smf	smf	PROPN
cana-4231	190	11	)	)	PUNCT
cana-4231	190	12	was	be	AUX
cana-4231	190	13	compared	compare	VERB
cana-4231	190	14	to	to	ADP
cana-4231	190	15	static	static	ADJ
cana-4231	190	16	and	and	CCONJ
cana-4231	190	17	dynamic	dynamic	ADJ
cana-4231	190	18	allocation	allocation	NOUN
cana-4231	190	19	,	,	PUNCT
cana-4231	190	20	two	two	NUM
cana-4231	190	21	industry	industry	NOUN
cana-4231	190	22	-	-	PUNCT
cana-4231	190	23	standard	standard	ADJ
cana-4231	190	24	memory	memory	NOUN
cana-4231	190	25	management	management	NOUN
cana-4231	190	26	strategies	strategy	NOUN
cana-4231	190	27	,	,	PUNCT
cana-4231	190	28	using	use	VERB
cana-4231	190	29	a	a	DET
cana-4231	190	30	quantitative	quantitative	ADJ
cana-4231	190	31	experimental	experimental	ADJ
cana-4231	190	32	approach	approach	NOUN
cana-4231	190	33	.	.	PUNCT
cana-4231	191	1	in	in	ADP
cana-4231	191	2	experiments	experiment	NOUN
cana-4231	191	3	conducted	conduct	VERB
cana-4231	191	4	under	under	ADP
cana-4231	191	5	real	real	ADJ
cana-4231	191	6	-	-	PUNCT
cana-4231	191	7	world	world	NOUN
cana-4231	191	8	iot	iot	NOUN
cana-4231	191	9	workloads	workload	NOUN
cana-4231	191	10	,	,	PUNCT
cana-4231	191	11	smf	smf	PROPN
cana-4231	191	12	's	's	PART
cana-4231	191	13	performance	performance	NOUN
cana-4231	191	14	was	be	AUX
cana-4231	191	15	evaluated	evaluate	VERB
cana-4231	191	16	using	use	VERB
cana-4231	191	17	crucial	crucial	ADJ
cana-4231	191	18	metrics	metric	NOUN
cana-4231	191	19	like	like	ADP
cana-4231	191	20	as	as	ADP
cana-4231	191	21	memory	memory	NOUN
cana-4231	191	22	use	use	NOUN
cana-4231	191	23	,	,	PUNCT
cana-4231	191	24	fragmentation	fragmentation	NOUN
cana-4231	191	25	reduction	reduction	NOUN
cana-4231	191	26	,	,	PUNCT
cana-4231	191	27	allocation	allocation	NOUN
cana-4231	191	28	time	time	NOUN
cana-4231	191	29	,	,	PUNCT
cana-4231	191	30	and	and	CCONJ
cana-4231	191	31	energy	energy	NOUN
cana-4231	191	32	consumption	consumption	NOUN
cana-4231	191	33	.	.	PUNCT
cana-4231	192	1	key	key	ADJ
cana-4231	192	2	results	result	NOUN
cana-4231	192	3	1	1	NUM
cana-4231	192	4	.	.	PUNCT
cana-4231	192	5	memory	memory	NOUN
cana-4231	192	6	utilization	utilization	NOUN
cana-4231	192	7	the	the	DET
cana-4231	192	8	smf	smf	PROPN
cana-4231	192	9	demonstrated	demonstrate	VERB
cana-4231	192	10	a	a	DET
cana-4231	192	11	significant	significant	ADJ
cana-4231	192	12	improvement	improvement	NOUN
cana-4231	192	13	in	in	ADP
cana-4231	192	14	memory	memory	NOUN
cana-4231	192	15	utilization	utilization	NOUN
cana-4231	192	16	,	,	PUNCT
cana-4231	192	17	achieving	achieve	VERB
cana-4231	192	18	an	an	DET
cana-4231	192	19	average	average	ADJ
cana-4231	192	20	utilization	utilization	NOUN
cana-4231	192	21	rate	rate	NOUN
cana-4231	192	22	of	of	ADP
cana-4231	192	23	90	90	NUM
cana-4231	192	24	%	%	NOUN
cana-4231	192	25	compared	compare	VERB
cana-4231	192	26	to	to	ADP
cana-4231	192	27	60	60	NUM
cana-4231	192	28	%	%	NOUN
cana-4231	192	29	and	and	CCONJ
cana-4231	192	30	70	70	NUM
cana-4231	192	31	%	%	NOUN
cana-4231	192	32	for	for	ADP
cana-4231	192	33	baseline	baseline	ADJ
cana-4231	192	34	static	static	ADJ
cana-4231	192	35	and	and	CCONJ
cana-4231	192	36	dynamic	dynamic	ADJ
cana-4231	192	37	allocation	allocation	NOUN
cana-4231	192	38	methods	method	NOUN
cana-4231	192	39	,	,	PUNCT
cana-4231	192	40	respectively	respectively	ADV
cana-4231	192	41	.	.	PUNCT
cana-4231	193	1	this	this	DET
cana-4231	193	2	improvement	improvement	NOUN
cana-4231	193	3	reflects	reflect	VERB
cana-4231	193	4	the	the	DET
cana-4231	193	5	smf	smf	PROPN
cana-4231	193	6	's	's	PART
cana-4231	193	7	ability	ability	NOUN
cana-4231	193	8	to	to	PART
cana-4231	193	9	allocate	allocate	VERB
cana-4231	193	10	memory	memory	NOUN
cana-4231	193	11	blocks	block	NOUN
cana-4231	193	12	more	more	ADV
cana-4231	193	13	efficiently	efficiently	ADV
cana-4231	193	14	,	,	PUNCT
cana-4231	193	15	reducing	reduce	VERB
cana-4231	193	16	wastage	wastage	NOUN
cana-4231	193	17	caused	cause	VERB
cana-4231	193	18	by	by	ADP
cana-4231	193	19	fragmentation	fragmentation	NOUN
cana-4231	193	20	.	.	PUNCT
cana-4231	194	1	2	2	X
cana-4231	194	2	.	.	X
cana-4231	194	3	fragmentation	fragmentation	NOUN
cana-4231	194	4	reduction	reduction	NOUN
cana-4231	194	5	the	the	DET
cana-4231	194	6	smf	smf	PROPN
cana-4231	194	7	effectively	effectively	ADV
cana-4231	194	8	reduced	reduce	VERB
cana-4231	194	9	memory	memory	NOUN
cana-4231	194	10	fragmentation	fragmentation	NOUN
cana-4231	194	11	by	by	ADP
cana-4231	194	12	30	30	NUM
cana-4231	194	13	%	%	NOUN
cana-4231	194	14	,	,	PUNCT
cana-4231	194	15	outperforming	outperform	VERB
cana-4231	194	16	the	the	DET
cana-4231	194	17	dynamic	dynamic	ADJ
cana-4231	194	18	allocation	allocation	NOUN
cana-4231	194	19	method	method	NOUN
cana-4231	194	20	's	's	PART
cana-4231	194	21	reduction	reduction	NOUN
cana-4231	194	22	of	of	ADP
cana-4231	194	23	15	15	NUM
cana-4231	194	24	%	%	NOUN
cana-4231	194	25	.	.	PUNCT
cana-4231	195	1	in	in	ADP
cana-4231	195	2	contrast	contrast	NOUN
cana-4231	195	3	,	,	PUNCT
cana-4231	195	4	the	the	DET
cana-4231	195	5	static	static	ADJ
cana-4231	195	6	method	method	NOUN
cana-4231	195	7	showed	show	VERB
cana-4231	195	8	no	no	DET
cana-4231	195	9	significant	significant	ADJ
cana-4231	195	10	impact	impact	NOUN
cana-4231	195	11	on	on	ADP
cana-4231	195	12	fragmentation	fragmentation	NOUN
cana-4231	195	13	,	,	PUNCT
cana-4231	195	14	highlighting	highlight	VERB
cana-4231	195	15	the	the	DET
cana-4231	195	16	limitations	limitation	NOUN
cana-4231	195	17	of	of	ADP
cana-4231	195	18	traditional	traditional	ADJ
cana-4231	195	19	approaches	approach	NOUN
cana-4231	195	20	in	in	ADP
cana-4231	195	21	dynamic	dynamic	ADJ
cana-4231	195	22	iot	iot	NOUN
cana-4231	195	23	environments	environment	NOUN
cana-4231	195	24	.	.	PUNCT
cana-4231	196	1	table	table	NOUN
cana-4231	196	2	1	1	NUM
cana-4231	196	3	:	:	PUNCT
cana-4231	196	4	results	result	VERB
cana-4231	196	5	comparison	comparison	NOUN
cana-4231	196	6	metric	metric	ADJ
cana-4231	196	7	baseline	baseline	NOUN
cana-4231	196	8	(	(	PUNCT
cana-4231	196	9	static	static	ADJ
cana-4231	196	10	)	)	PUNCT
cana-4231	196	11	dynamic	dynamic	ADJ
cana-4231	196	12	allocation	allocation	NOUN
cana-4231	196	13	proposed	propose	VERB
cana-4231	196	14	smf	smf	PROPN
cana-4231	196	15	memory	memory	NOUN
cana-4231	196	16	utilization	utilization	NOUN
cana-4231	196	17	(	(	PUNCT
cana-4231	196	18	%	%	INTJ
cana-4231	196	19	)	)	PUNCT
cana-4231	196	20	60	60	NUM
cana-4231	196	21	70	70	NUM
cana-4231	196	22	90	90	NUM
cana-4231	196	23	fragmentation	fragmentation	NOUN
cana-4231	196	24	reduction	reduction	NOUN
cana-4231	196	25	(	(	PUNCT
cana-4231	196	26	%	%	NOUN
cana-4231	196	27	)	)	PUNCT
cana-4231	196	28	0	0	NUM
cana-4231	196	29	15	15	NUM
cana-4231	196	30	30	30	NUM
cana-4231	196	31	allocation	allocation	NOUN
cana-4231	196	32	time	time	NOUN
cana-4231	196	33	(	(	PUNCT
cana-4231	196	34	ms	ms	NOUN
cana-4231	196	35	)	)	PUNCT
cana-4231	196	36	12	12	NUM
cana-4231	196	37	9	9	NUM
cana-4231	196	38	7	7	NUM
cana-4231	196	39	energy	energy	NOUN
cana-4231	196	40	consumption	consumption	NOUN
cana-4231	196	41	(	(	PUNCT
cana-4231	196	42	mj	mj	NOUN
cana-4231	196	43	)	)	PUNCT
cana-4231	196	44	350	350	NUM
cana-4231	196	45	320	320	NUM
cana-4231	196	46	300	300	NUM
cana-4231	196	47	communications	communication	NOUN
cana-4231	196	48	on	on	ADP
cana-4231	196	49	applied	apply	VERB
cana-4231	196	50	nonlinear	nonlinear	ADJ
cana-4231	196	51	analysis	analysis	NOUN
cana-4231	196	52	issn	issn	NOUN
cana-4231	196	53	:	:	PUNCT
cana-4231	196	54	1074	1074	NUM
cana-4231	196	55	-	-	PUNCT
cana-4231	196	56	133x	133x	NUM
cana-4231	196	57	vol	vol	NOUN
cana-4231	196	58	32	32	NUM
cana-4231	196	59	no	no	NOUN
cana-4231	196	60	.	.	PUNCT
cana-4231	197	1	9s	9s	NUM
cana-4231	197	2	(	(	PUNCT
cana-4231	197	3	2025	2025	NUM
cana-4231	197	4	)	)	PUNCT
cana-4231	197	5	1583	1583	NUM
cana-4231	197	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	197	7	3	3	X
cana-4231	197	8	.	.	PUNCT
cana-4231	197	9	allocation	allocation	NOUN
cana-4231	197	10	time	time	NOUN
cana-4231	197	11	the	the	DET
cana-4231	197	12	smf	smf	PROPN
cana-4231	197	13	recorded	record	VERB
cana-4231	197	14	an	an	DET
cana-4231	197	15	average	average	ADJ
cana-4231	197	16	allocation	allocation	NOUN
cana-4231	197	17	time	time	NOUN
cana-4231	197	18	of	of	ADP
cana-4231	197	19	7	7	NUM
cana-4231	197	20	ms	ms	NOUN
cana-4231	197	21	,	,	PUNCT
cana-4231	197	22	significantly	significantly	ADV
cana-4231	197	23	faster	fast	ADV
cana-4231	197	24	than	than	ADP
cana-4231	197	25	the	the	DET
cana-4231	197	26	static	static	NOUN
cana-4231	197	27	(	(	PUNCT
cana-4231	197	28	12	12	NUM
cana-4231	197	29	ms	ms	NOUN
cana-4231	197	30	)	)	PUNCT
cana-4231	197	31	and	and	CCONJ
cana-4231	197	32	dynamic	dynamic	ADJ
cana-4231	197	33	(	(	PUNCT
cana-4231	197	34	9	9	NUM
cana-4231	197	35	ms	ms	NOUN
cana-4231	197	36	)	)	PUNCT
cana-4231	197	37	methods	method	NOUN
cana-4231	197	38	.	.	PUNCT
cana-4231	198	1	this	this	DET
cana-4231	198	2	improvement	improvement	NOUN
cana-4231	198	3	underscores	underscore	VERB
cana-4231	198	4	the	the	DET
cana-4231	198	5	smf	smf	PROPN
cana-4231	198	6	's	's	PART
cana-4231	198	7	optimized	optimize	VERB
cana-4231	198	8	memory	memory	NOUN
cana-4231	198	9	-	-	PUNCT
cana-4231	198	10	aware	aware	ADJ
cana-4231	198	11	allocation	allocation	NOUN
cana-4231	198	12	algorithms	algorithm	NOUN
cana-4231	198	13	,	,	PUNCT
cana-4231	198	14	which	which	PRON
cana-4231	198	15	expedite	expedite	VERB
cana-4231	198	16	the	the	DET
cana-4231	198	17	allocation	allocation	NOUN
cana-4231	198	18	process	process	NOUN
cana-4231	198	19	even	even	ADV
cana-4231	198	20	under	under	ADP
cana-4231	198	21	constrained	constrained	ADJ
cana-4231	198	22	resources	resource	NOUN
cana-4231	198	23	.	.	PUNCT
cana-4231	199	1	4	4	X
cana-4231	199	2	.	.	X
cana-4231	199	3	energy	energy	NOUN
cana-4231	199	4	consumption	consumption	NOUN
cana-4231	199	5	energy	energy	NOUN
cana-4231	199	6	efficiency	efficiency	NOUN
cana-4231	199	7	is	be	AUX
cana-4231	199	8	critical	critical	ADJ
cana-4231	199	9	for	for	ADP
cana-4231	199	10	iot	iot	ADJ
cana-4231	199	11	devices	device	NOUN
cana-4231	199	12	.	.	PUNCT
cana-4231	200	1	the	the	DET
cana-4231	200	2	smf	smf	PROPN
cana-4231	200	3	reduced	reduce	VERB
cana-4231	200	4	energy	energy	NOUN
cana-4231	200	5	consumption	consumption	NOUN
cana-4231	200	6	to	to	ADP
cana-4231	200	7	300	300	NUM
cana-4231	200	8	mj	mj	NOUN
cana-4231	200	9	,	,	PUNCT
cana-4231	200	10	compared	compare	VERB
cana-4231	200	11	to	to	ADP
cana-4231	200	12	320	320	NUM
cana-4231	200	13	mj	mj	NOUN
cana-4231	200	14	for	for	ADP
cana-4231	200	15	dynamic	dynamic	ADJ
cana-4231	200	16	allocation	allocation	NOUN
cana-4231	200	17	and	and	CCONJ
cana-4231	200	18	350	350	NUM
cana-4231	200	19	mj	mj	NOUN
cana-4231	200	20	for	for	ADP
cana-4231	200	21	static	static	ADJ
cana-4231	200	22	allocation	allocation	NOUN
cana-4231	200	23	.	.	PUNCT
cana-4231	201	1	the	the	DET
cana-4231	201	2	reduction	reduction	NOUN
cana-4231	201	3	was	be	AUX
cana-4231	201	4	attributed	attribute	VERB
cana-4231	201	5	to	to	ADP
cana-4231	201	6	the	the	DET
cana-4231	201	7	framework	framework	NOUN
cana-4231	201	8	's	's	PART
cana-4231	201	9	integration	integration	NOUN
cana-4231	201	10	of	of	ADP
cana-4231	201	11	dynamic	dynamic	ADJ
cana-4231	201	12	garbage	garbage	NOUN
cana-4231	201	13	collection	collection	NOUN
cana-4231	201	14	and	and	CCONJ
cana-4231	201	15	memory	memory	NOUN
cana-4231	201	16	compaction	compaction	NOUN
cana-4231	201	17	strategies	strategy	NOUN
cana-4231	201	18	,	,	PUNCT
cana-4231	201	19	which	which	PRON
cana-4231	201	20	minimize	minimize	VERB
cana-4231	201	21	unnecessary	unnecessary	ADJ
cana-4231	201	22	memory	memory	NOUN
cana-4231	201	23	operations	operation	NOUN
cana-4231	201	24	.	.	PUNCT
cana-4231	202	1	discussion	discussion	NOUN
cana-4231	202	2	the	the	DET
cana-4231	202	3	proposed	propose	VERB
cana-4231	202	4	smart	smart	ADJ
cana-4231	202	5	management	management	NOUN
cana-4231	202	6	framework	framework	NOUN
cana-4231	202	7	(	(	PUNCT
cana-4231	202	8	smf	smf	PROPN
cana-4231	202	9	)	)	PUNCT
cana-4231	202	10	proved	prove	VERB
cana-4231	202	11	useful	useful	ADJ
cana-4231	202	12	in	in	ADP
cana-4231	202	13	order	order	NOUN
cana-4231	202	14	to	to	PART
cana-4231	202	15	overcome	overcome	VERB
cana-4231	202	16	memory	memory	NOUN
cana-4231	202	17	fragmentation	fragmentation	NOUN
cana-4231	202	18	issues	issue	NOUN
cana-4231	202	19	in	in	ADP
cana-4231	202	20	embedded	embed	VERB
cana-4231	202	21	iot	iot	PROPN
cana-4231	202	22	based	base	VERB
cana-4231	202	23	embedded	embed	VERB
cana-4231	202	24	systems	system	NOUN
cana-4231	202	25	.	.	PUNCT
cana-4231	203	1	the	the	DET
cana-4231	203	2	smf	smf	PROPN
cana-4231	203	3	routinely	routinely	ADV
cana-4231	203	4	exceeded	exceed	VERB
cana-4231	203	5	baseline	baseline	ADJ
cana-4231	203	6	static	static	ADJ
cana-4231	203	7	and	and	CCONJ
cana-4231	203	8	dynamic	dynamic	ADJ
cana-4231	203	9	memory	memory	NOUN
cana-4231	203	10	management	management	NOUN
cana-4231	203	11	techniques	technique	NOUN
cana-4231	203	12	on	on	ADP
cana-4231	203	13	several	several	ADJ
cana-4231	203	14	important	important	ADJ
cana-4231	203	15	criteria	criterion	NOUN
cana-4231	203	16	,	,	PUNCT
cana-4231	203	17	including	include	VERB
cana-4231	203	18	memory	memory	NOUN
cana-4231	203	19	utilisation	utilisation	NOUN
cana-4231	203	20	,	,	PUNCT
cana-4231	203	21	fragmentation	fragmentation	NOUN
cana-4231	203	22	reduction	reduction	NOUN
cana-4231	203	23	,	,	PUNCT
cana-4231	203	24	allocation	allocation	NOUN
cana-4231	203	25	time	time	NOUN
cana-4231	203	26	,	,	PUNCT
cana-4231	203	27	and	and	CCONJ
cana-4231	203	28	energy	energy	NOUN
cana-4231	203	29	consumption	consumption	NOUN
cana-4231	203	30	.	.	PUNCT
cana-4231	204	1	the	the	DET
cana-4231	204	2	considerable	considerable	ADJ
cana-4231	204	3	increase	increase	NOUN
cana-4231	204	4	in	in	ADP
cana-4231	204	5	memory	memory	NOUN
cana-4231	204	6	utilisation	utilisation	NOUN
cana-4231	204	7	(	(	PUNCT
cana-4231	204	8	90	90	NUM
cana-4231	204	9	%	%	NOUN
cana-4231	204	10	)	)	PUNCT
cana-4231	204	11	and	and	CCONJ
cana-4231	204	12	fragmentation	fragmentation	NOUN
cana-4231	204	13	decrease	decrease	NOUN
cana-4231	204	14	(	(	PUNCT
cana-4231	204	15	30	30	NUM
cana-4231	204	16	%	%	NOUN
cana-4231	204	17	)	)	PUNCT
cana-4231	204	18	indicates	indicate	VERB
cana-4231	204	19	that	that	SCONJ
cana-4231	204	20	the	the	DET
cana-4231	204	21	memoryaware	memoryaware	PROPN
cana-4231	204	22	allocation	allocation	NOUN
cana-4231	204	23	and	and	CCONJ
cana-4231	204	24	compaction	compaction	NOUN
cana-4231	204	25	techniques	technique	NOUN
cana-4231	204	26	of	of	ADP
cana-4231	204	27	the	the	DET
cana-4231	204	28	smf	smf	PROPN
cana-4231	204	29	maximise	maximise	PROPN
cana-4231	204	30	resource	resource	NOUN
cana-4231	204	31	consumption	consumption	NOUN
cana-4231	204	32	.	.	PUNCT
cana-4231	205	1	moreover	moreover	ADV
cana-4231	205	2	,	,	PUNCT
cana-4231	205	3	the	the	DET
cana-4231	205	4	framework	framework	NOUN
cana-4231	205	5	might	might	AUX
cana-4231	205	6	still	still	ADV
cana-4231	205	7	offer	offer	VERB
cana-4231	205	8	effective	effective	ADJ
cana-4231	205	9	performance	performance	NOUN
cana-4231	205	10	in	in	ADP
cana-4231	205	11	settings	setting	NOUN
cana-4231	205	12	with	with	ADP
cana-4231	205	13	limited	limited	ADJ
cana-4231	205	14	resources	resource	NOUN
cana-4231	205	15	based	base	VERB
cana-4231	205	16	on	on	ADP
cana-4231	205	17	the	the	DET
cana-4231	205	18	low	low	ADJ
cana-4231	205	19	allocation	allocation	NOUN
cana-4231	205	20	time	time	NOUN
cana-4231	205	21	(	(	PUNCT
cana-4231	205	22	7	7	NUM
cana-4231	205	23	ms	ms	NOUN
cana-4231	205	24	)	)	PUNCT
cana-4231	205	25	and	and	CCONJ
cana-4231	205	26	energy	energy	NOUN
cana-4231	205	27	consumption	consumption	NOUN
cana-4231	205	28	(	(	PUNCT
cana-4231	205	29	300	300	NUM
cana-4231	205	30	mj	mj	NOUN
cana-4231	205	31	)	)	PUNCT
cana-4231	205	32	.	.	PUNCT
cana-4231	206	1	these	these	DET
cana-4231	206	2	findings	finding	NOUN
cana-4231	206	3	confirm	confirm	VERB
cana-4231	206	4	the	the	DET
cana-4231	206	5	resilience	resilience	NOUN
cana-4231	206	6	and	and	CCONJ
cana-4231	206	7	adaptability	adaptability	NOUN
cana-4231	206	8	of	of	ADP
cana-4231	206	9	the	the	DET
cana-4231	206	10	smf	smf	NOUN
cana-4231	206	11	over	over	ADP
cana-4231	206	12	several	several	ADJ
cana-4231	206	13	workload	workload	NOUN
cana-4231	206	14	conditions	condition	NOUN
cana-4231	206	15	,	,	PUNCT
cana-4231	206	16	therefore	therefore	ADV
cana-4231	206	17	making	make	VERB
cana-4231	206	18	it	it	PRON
cana-4231	206	19	especially	especially	ADV
cana-4231	206	20	fit	fit	VERB
cana-4231	206	21	for	for	ADP
cana-4231	206	22	iot	iot	NOUN
cana-4231	206	23	devices	device	NOUN
cana-4231	206	24	running	run	VERB
cana-4231	206	25	in	in	ADP
cana-4231	206	26	always	always	ADV
cana-4231	206	27	changing	change	VERB
cana-4231	206	28	,	,	PUNCT
cana-4231	206	29	real	real	ADJ
cana-4231	206	30	-	-	PUNCT
cana-4231	206	31	time	time	NOUN
cana-4231	206	32	environments	environment	NOUN
cana-4231	206	33	.	.	PUNCT
cana-4231	207	1	once	once	ADV
cana-4231	207	2	the	the	DET
cana-4231	207	3	outdated	outdated	ADJ
cana-4231	207	4	approaches	approach	NOUN
cana-4231	207	5	have	have	AUX
cana-4231	207	6	been	be	AUX
cana-4231	207	7	corrected	correct	VERB
cana-4231	207	8	,	,	PUNCT
cana-4231	207	9	the	the	DET
cana-4231	207	10	smf	smf	NOUN
cana-4231	207	11	promotes	promote	VERB
cana-4231	207	12	sustainable	sustainable	ADJ
cana-4231	207	13	energy	energy	NOUN
cana-4231	207	14	consumption	consumption	NOUN
cana-4231	207	15	and	and	CCONJ
cana-4231	207	16	extends	extend	VERB
cana-4231	207	17	iot	iot	ADJ
cana-4231	207	18	device	device	NOUN
cana-4231	207	19	lifetime	lifetime	NOUN
cana-4231	207	20	.	.	PUNCT
cana-4231	208	1	internet	internet	NOUN
cana-4231	208	2	of	of	ADP
cana-4231	208	3	things	thing	NOUN
cana-4231	208	4	(	(	PUNCT
cana-4231	208	5	iot	iot	NOUN
cana-4231	208	6	)	)	PUNCT
cana-4231	208	7	ecosystems	ecosystem	NOUN
cana-4231	208	8	depend	depend	VERB
cana-4231	208	9	on	on	ADP
cana-4231	208	10	creative	creative	ADJ
cana-4231	208	11	,	,	PUNCT
cana-4231	208	12	user	user	NOUN
cana-4231	208	13	-	-	PUNCT
cana-4231	208	14	specific	specific	ADJ
cana-4231	208	15	memory	memory	NOUN
cana-4231	208	16	management	management	NOUN
cana-4231	208	17	solutions	solution	NOUN
cana-4231	208	18	;	;	PUNCT
cana-4231	208	19	hence	hence	ADV
cana-4231	208	20	,	,	PUNCT
cana-4231	208	21	this	this	DET
cana-4231	208	22	study	study	NOUN
cana-4231	208	23	lays	lay	VERB
cana-4231	208	24	the	the	DET
cana-4231	208	25	groundwork	groundwork	NOUN
cana-4231	208	26	for	for	ADP
cana-4231	208	27	next	next	ADJ
cana-4231	208	28	developments	development	NOUN
cana-4231	208	29	in	in	ADP
cana-4231	208	30	embedded	embed	VERB
cana-4231	208	31	system	system	NOUN
cana-4231	208	32	resource	resource	NOUN
cana-4231	208	33	optimisation	optimisation	NOUN
cana-4231	208	34	.	.	PUNCT
cana-4231	209	1	conclusion	conclusion	NOUN
cana-4231	209	2	this	this	DET
cana-4231	209	3	paper	paper	NOUN
cana-4231	209	4	developed	develop	VERB
cana-4231	209	5	a	a	DET
cana-4231	209	6	smart	smart	ADJ
cana-4231	209	7	management	management	NOUN
cana-4231	209	8	framework	framework	NOUN
cana-4231	209	9	(	(	PUNCT
cana-4231	209	10	smf	smf	PROPN
cana-4231	209	11	)	)	PUNCT
cana-4231	209	12	to	to	PART
cana-4231	209	13	reduce	reduce	VERB
cana-4231	209	14	memory	memory	NOUN
cana-4231	209	15	fragmentation	fragmentation	NOUN
cana-4231	209	16	in	in	ADP
cana-4231	209	17	resource	resource	NOUN
cana-4231	209	18	-	-	PUNCT
cana-4231	209	19	constrained	constrain	VERB
cana-4231	209	20	internet	internet	NOUN
cana-4231	209	21	of	of	ADP
cana-4231	209	22	things	thing	NOUN
cana-4231	209	23	(	(	PUNCT
cana-4231	209	24	iot	iot	NOUN
cana-4231	209	25	)	)	PUNCT
cana-4231	209	26	embedded	embed	VERB
cana-4231	209	27	devices	device	NOUN
cana-4231	209	28	.	.	PUNCT
cana-4231	210	1	by	by	ADP
cana-4231	210	2	means	mean	NOUN
cana-4231	210	3	of	of	ADP
cana-4231	210	4	memory	memory	NOUN
cana-4231	210	5	-	-	PUNCT
cana-4231	210	6	aware	aware	ADJ
cana-4231	210	7	allocation	allocation	NOUN
cana-4231	210	8	strategies	strategy	NOUN
cana-4231	210	9	,	,	PUNCT
cana-4231	210	10	dynamic	dynamic	ADJ
cana-4231	210	11	garbage	garbage	NOUN
cana-4231	210	12	collecting	collecting	NOUN
cana-4231	210	13	,	,	PUNCT
cana-4231	210	14	and	and	CCONJ
cana-4231	210	15	compaction	compaction	NOUN
cana-4231	210	16	methods	method	NOUN
cana-4231	210	17	,	,	PUNCT
cana-4231	210	18	the	the	DET
cana-4231	210	19	smf	smf	PROPN
cana-4231	210	20	significantly	significantly	ADV
cana-4231	210	21	improved	improve	VERB
cana-4231	210	22	memory	memory	NOUN
cana-4231	210	23	utilisation	utilisation	NOUN
cana-4231	210	24	,	,	PUNCT
cana-4231	210	25	minimised	minimised	ADJ
cana-4231	210	26	fragmentation	fragmentation	NOUN
cana-4231	210	27	,	,	PUNCT
cana-4231	210	28	and	and	CCONJ
cana-4231	210	29	improved	improve	VERB
cana-4231	210	30	energy	energy	NOUN
cana-4231	210	31	economy	economy	NOUN
cana-4231	210	32	.	.	PUNCT
cana-4231	211	1	the	the	DET
cana-4231	211	2	results	result	NOUN
cana-4231	211	3	demonstrated	demonstrate	VERB
cana-4231	211	4	significant	significant	ADJ
cana-4231	211	5	increases	increase	NOUN
cana-4231	211	6	in	in	ADP
cana-4231	211	7	system	system	NOUN
cana-4231	211	8	reliability	reliability	NOUN
cana-4231	211	9	,	,	PUNCT
cana-4231	211	10	allocation	allocation	NOUN
cana-4231	211	11	time	time	NOUN
cana-4231	211	12	,	,	PUNCT
cana-4231	211	13	and	and	CCONJ
cana-4231	211	14	energy	energy	NOUN
cana-4231	211	15	usage	usage	NOUN
cana-4231	211	16	as	as	SCONJ
cana-4231	211	17	compared	compare	VERB
cana-4231	211	18	communications	communication	NOUN
cana-4231	211	19	on	on	ADP
cana-4231	211	20	applied	apply	VERB
cana-4231	211	21	nonlinear	nonlinear	ADJ
cana-4231	211	22	analysis	analysis	NOUN
cana-4231	211	23	issn	issn	NOUN
cana-4231	211	24	:	:	PUNCT
cana-4231	211	25	1074	1074	NUM
cana-4231	211	26	-	-	PUNCT
cana-4231	211	27	133x	133x	NUM
cana-4231	211	28	vol	vol	NOUN
cana-4231	211	29	32	32	NUM
cana-4231	211	30	no	no	NOUN
cana-4231	211	31	.	.	PUNCT
cana-4231	212	1	9s	9s	NUM
cana-4231	212	2	(	(	PUNCT
cana-4231	212	3	2025	2025	NUM
cana-4231	212	4	)	)	PUNCT
cana-4231	212	5	1584	1584	NUM
cana-4231	212	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	212	7	to	to	ADP
cana-4231	212	8	conventional	conventional	ADJ
cana-4231	212	9	static	static	ADJ
cana-4231	212	10	and	and	CCONJ
cana-4231	212	11	dynamic	dynamic	ADJ
cana-4231	212	12	memory	memory	NOUN
cana-4231	212	13	management	management	NOUN
cana-4231	212	14	strategies	strategy	NOUN
cana-4231	212	15	.	.	PUNCT
cana-4231	213	1	the	the	DET
cana-4231	213	2	results	result	NOUN
cana-4231	213	3	demonstrate	demonstrate	VERB
cana-4231	213	4	that	that	SCONJ
cana-4231	213	5	the	the	DET
cana-4231	213	6	smf	smf	PROPN
cana-4231	213	7	can	can	AUX
cana-4231	213	8	effectively	effectively	ADV
cana-4231	213	9	manage	manage	VERB
cana-4231	213	10	memory	memory	NOUN
cana-4231	213	11	in	in	ADP
cana-4231	213	12	iot	iot	ADJ
cana-4231	213	13	devices	device	NOUN
cana-4231	213	14	despite	despite	SCONJ
cana-4231	213	15	the	the	DET
cana-4231	213	16	unpredictable	unpredictable	ADJ
cana-4231	213	17	and	and	CCONJ
cana-4231	213	18	constantly	constantly	ADV
cana-4231	213	19	changing	change	VERB
cana-4231	213	20	workloads	workload	NOUN
cana-4231	213	21	typical	typical	ADJ
cana-4231	213	22	of	of	ADP
cana-4231	213	23	such	such	ADJ
cana-4231	213	24	systems	system	NOUN
cana-4231	213	25	.	.	PUNCT
cana-4231	214	1	by	by	ADP
cana-4231	214	2	reducing	reduce	VERB
cana-4231	214	3	computational	computational	ADJ
cana-4231	214	4	overhead	overhead	NOUN
cana-4231	214	5	and	and	CCONJ
cana-4231	214	6	optimising	optimise	VERB
cana-4231	214	7	resource	resource	NOUN
cana-4231	214	8	consumption	consumption	NOUN
cana-4231	214	9	,	,	PUNCT
cana-4231	214	10	the	the	DET
cana-4231	214	11	smf	smf	PROPN
cana-4231	214	12	increases	increase	VERB
cana-4231	214	13	device	device	NOUN
cana-4231	214	14	working	work	VERB
cana-4231	214	15	lifetime	lifetime	NOUN
cana-4231	214	16	and	and	CCONJ
cana-4231	214	17	makes	make	VERB
cana-4231	214	18	iot	iot	ADJ
cana-4231	214	19	settings	setting	NOUN
cana-4231	214	20	more	more	ADV
cana-4231	214	21	scalable	scalable	ADJ
cana-4231	214	22	.	.	PUNCT
cana-4231	215	1	due	due	ADP
cana-4231	215	2	to	to	ADP
cana-4231	215	3	these	these	DET
cana-4231	215	4	advancements	advancement	NOUN
cana-4231	215	5	,	,	PUNCT
cana-4231	215	6	the	the	DET
cana-4231	215	7	smf	smf	PROPN
cana-4231	215	8	is	be	AUX
cana-4231	215	9	now	now	ADV
cana-4231	215	10	an	an	DET
cana-4231	215	11	essential	essential	ADJ
cana-4231	215	12	tool	tool	NOUN
cana-4231	215	13	for	for	ADP
cana-4231	215	14	ensuring	ensure	VERB
cana-4231	215	15	the	the	DET
cana-4231	215	16	longevity	longevity	NOUN
cana-4231	215	17	and	and	CCONJ
cana-4231	215	18	efficacy	efficacy	NOUN
cana-4231	215	19	of	of	ADP
cana-4231	215	20	iot	iot	PROPN
cana-4231	215	21	applications	application	NOUN
cana-4231	215	22	across	across	ADP
cana-4231	215	23	a	a	DET
cana-4231	215	24	wide	wide	ADJ
cana-4231	215	25	range	range	NOUN
cana-4231	215	26	of	of	ADP
cana-4231	215	27	industries	industry	NOUN
cana-4231	215	28	,	,	PUNCT
cana-4231	215	29	including	include	VERB
cana-4231	215	30	healthcare	healthcare	PROPN
cana-4231	215	31	,	,	PUNCT
cana-4231	215	32	agriculture	agriculture	NOUN
cana-4231	215	33	,	,	PUNCT
cana-4231	215	34	and	and	CCONJ
cana-4231	215	35	industrial	industrial	ADJ
cana-4231	215	36	automation	automation	NOUN
cana-4231	215	37	.	.	PUNCT
cana-4231	216	1	scientists	scientist	NOUN
cana-4231	216	2	will	will	AUX
cana-4231	216	3	strive	strive	VERB
cana-4231	216	4	to	to	PART
cana-4231	216	5	make	make	VERB
cana-4231	216	6	the	the	DET
cana-4231	216	7	smf	smf	NOUN
cana-4231	216	8	more	more	ADV
cana-4231	216	9	flexible	flexible	ADJ
cana-4231	216	10	for	for	ADP
cana-4231	216	11	complicated	complicated	ADJ
cana-4231	216	12	internet	internet	NOUN
cana-4231	216	13	of	of	ADP
cana-4231	216	14	things	thing	NOUN
cana-4231	216	15	(	(	PUNCT
cana-4231	216	16	iot	iot	NOUN
cana-4231	216	17	)	)	PUNCT
cana-4231	216	18	application	application	NOUN
cana-4231	216	19	cases	case	NOUN
cana-4231	216	20	such	such	ADJ
cana-4231	216	21	edge	edge	NOUN
cana-4231	216	22	computing	computing	NOUN
cana-4231	216	23	and	and	CCONJ
cana-4231	216	24	ai	ai	AUX
cana-4231	216	25	-	-	PUNCT
cana-4231	216	26	powered	power	VERB
cana-4231	216	27	devices	device	NOUN
cana-4231	216	28	as	as	ADV
cana-4231	216	29	well	well	ADV
cana-4231	216	30	as	as	ADP
cana-4231	216	31	increase	increase	VERB
cana-4231	216	32	its	its	PRON
cana-4231	216	33	support	support	NOUN
cana-4231	216	34	for	for	ADP
cana-4231	216	35	multi	multi	ADJ
cana-4231	216	36	-	-	ADJ
cana-4231	216	37	threaded	threaded	ADJ
cana-4231	216	38	environments	environment	NOUN
cana-4231	216	39	in	in	ADP
cana-4231	216	40	the	the	DET
cana-4231	216	41	future	future	NOUN
cana-4231	216	42	.	.	PUNCT
cana-4231	217	1	through	through	ADP
cana-4231	217	2	its	its	PRON
cana-4231	217	3	creative	creative	ADJ
cana-4231	217	4	approach	approach	NOUN
cana-4231	217	5	,	,	PUNCT
cana-4231	217	6	the	the	DET
cana-4231	217	7	framework	framework	NOUN
cana-4231	217	8	offers	offer	VERB
cana-4231	217	9	a	a	DET
cana-4231	217	10	strong	strong	ADJ
cana-4231	217	11	basis	basis	NOUN
cana-4231	217	12	for	for	ADP
cana-4231	217	13	future	future	ADJ
cana-4231	217	14	memory	memory	NOUN
cana-4231	217	15	management	management	NOUN
cana-4231	217	16	developments	development	NOUN
cana-4231	217	17	so	so	ADV
cana-4231	217	18	enabling	enable	VERB
cana-4231	217	19	internet	internet	NOUN
cana-4231	217	20	of	of	ADP
cana-4231	217	21	things	thing	NOUN
cana-4231	217	22	(	(	PUNCT
cana-4231	217	23	iot	iot	NOUN
cana-4231	217	24	)	)	PUNCT
cana-4231	217	25	technologies	technology	NOUN
cana-4231	217	26	to	to	PART
cana-4231	217	27	attain	attain	VERB
cana-4231	217	28	their	their	PRON
cana-4231	217	29	maximum	maximum	ADJ
cana-4231	217	30	potential	potential	NOUN
cana-4231	217	31	in	in	ADP
cana-4231	217	32	an	an	DET
cana-4231	217	33	environment	environment	NOUN
cana-4231	217	34	ever	ever	ADV
cana-4231	217	35	more	more	ADV
cana-4231	217	36	linked	link	VERB
cana-4231	217	37	.	.	PUNCT
cana-4231	218	1	reference	reference	NOUN
cana-4231	218	2	1	1	NUM
cana-4231	218	3	.	.	PUNCT
cana-4231	218	4	song	song	PROPN
cana-4231	218	5	,	,	PUNCT
cana-4231	218	6	l.	l.	PROPN
cana-4231	218	7	,	,	PUNCT
cana-4231	218	8	hu	hu	PROPN
cana-4231	218	9	,	,	PUNCT
cana-4231	218	10	x.	x.	PROPN
cana-4231	218	11	,	,	PUNCT
cana-4231	218	12	zhang	zhang	PROPN
cana-4231	218	13	,	,	PUNCT
cana-4231	218	14	g.	g.	PROPN
cana-4231	218	15	,	,	PUNCT
cana-4231	218	16	spachos	spachos	ADP
cana-4231	218	17	,	,	PUNCT
cana-4231	218	18	p.	p.	PROPN
cana-4231	218	19	,	,	PUNCT
cana-4231	218	20	plataniotis	plataniotis	PROPN
cana-4231	218	21	,	,	PUNCT
cana-4231	218	22	k.	k.	PROPN
cana-4231	218	23	n.	n.	PROPN
cana-4231	218	24	,	,	PUNCT
cana-4231	218	25	&	&	CCONJ
cana-4231	218	26	wu	wu	PROPN
cana-4231	218	27	,	,	PUNCT
cana-4231	218	28	h.	h.	PROPN
cana-4231	218	29	(	(	PUNCT
cana-4231	218	30	2022	2022	NUM
cana-4231	218	31	)	)	PUNCT
cana-4231	218	32	.	.	PUNCT
cana-4231	219	1	networking	network	VERB
cana-4231	219	2	systems	system	NOUN
cana-4231	219	3	of	of	ADP
cana-4231	219	4	ai	ai	NOUN
cana-4231	219	5	:	:	PUNCT
cana-4231	219	6	on	on	ADP
cana-4231	219	7	the	the	DET
cana-4231	219	8	convergence	convergence	NOUN
cana-4231	219	9	of	of	ADP
cana-4231	219	10	computing	computing	NOUN
cana-4231	219	11	and	and	CCONJ
cana-4231	219	12	communications	communication	NOUN
cana-4231	219	13	.	.	PUNCT
cana-4231	220	1	ieee	ieee	PROPN
cana-4231	220	2	internet	internet	NOUN
cana-4231	220	3	of	of	ADP
cana-4231	220	4	things	thing	NOUN
cana-4231	220	5	journal	journal	NOUN
cana-4231	220	6	,	,	PUNCT
cana-4231	220	7	9(20	9(20	NUM
cana-4231	220	8	)	)	PUNCT
cana-4231	220	9	,	,	PUNCT
cana-4231	220	10	20352	20352	NUM
cana-4231	220	11	-	-	SYM
cana-4231	220	12	20381	20381	NUM
cana-4231	220	13	.	.	PUNCT
cana-4231	221	1	2	2	X
cana-4231	221	2	.	.	X
cana-4231	221	3	lele	lele	PROPN
cana-4231	221	4	,	,	PUNCT
cana-4231	221	5	u.	u.	PROPN
cana-4231	221	6	,	,	PUNCT
cana-4231	221	7	&	&	CCONJ
cana-4231	221	8	goswami	goswami	PROPN
cana-4231	221	9	,	,	PUNCT
cana-4231	221	10	s.	s.	PROPN
cana-4231	221	11	(	(	PUNCT
cana-4231	221	12	2017	2017	NUM
cana-4231	221	13	)	)	PUNCT
cana-4231	221	14	.	.	PUNCT
cana-4231	222	1	the	the	DET
cana-4231	222	2	fourth	fourth	PROPN
cana-4231	222	3	industrial	industrial	ADJ
cana-4231	222	4	revolution	revolution	NOUN
cana-4231	222	5	,	,	PUNCT
cana-4231	222	6	agricultural	agricultural	ADJ
cana-4231	222	7	and	and	CCONJ
cana-4231	222	8	rural	rural	ADJ
cana-4231	222	9	innovation	innovation	NOUN
cana-4231	222	10	,	,	PUNCT
cana-4231	222	11	and	and	CCONJ
cana-4231	222	12	implications	implication	NOUN
cana-4231	222	13	for	for	ADP
cana-4231	222	14	public	public	ADJ
cana-4231	222	15	policy	policy	NOUN
cana-4231	222	16	and	and	CCONJ
cana-4231	222	17	investments	investment	NOUN
cana-4231	222	18	:	:	PUNCT
cana-4231	222	19	a	a	DET
cana-4231	222	20	case	case	NOUN
cana-4231	222	21	of	of	ADP
cana-4231	222	22	india	india	PROPN
cana-4231	222	23	.	.	PUNCT
cana-4231	223	1	agricultural	agricultural	ADJ
cana-4231	223	2	economics	economic	NOUN
cana-4231	223	3	,	,	PUNCT
cana-4231	223	4	48(s1	48(s1	NUM
cana-4231	223	5	)	)	PUNCT
cana-4231	223	6	,	,	PUNCT
cana-4231	223	7	87	87	NUM
cana-4231	223	8	-	-	SYM
cana-4231	223	9	100	100	NUM
cana-4231	223	10	.	.	PUNCT
cana-4231	224	1	3	3	X
cana-4231	224	2	.	.	X
cana-4231	224	3	zikria	zikria	PROPN
cana-4231	224	4	,	,	PUNCT
cana-4231	224	5	y.	y.	PROPN
cana-4231	224	6	b.	b.	PROPN
cana-4231	224	7	,	,	PUNCT
cana-4231	224	8	kim	kim	PROPN
cana-4231	224	9	,	,	PUNCT
cana-4231	224	10	s.	s.	PROPN
cana-4231	224	11	w.	w.	PROPN
cana-4231	224	12	,	,	PUNCT
cana-4231	224	13	hahm	hahm	PROPN
cana-4231	224	14	,	,	PUNCT
cana-4231	224	15	o.	o.	PROPN
cana-4231	224	16	,	,	PUNCT
cana-4231	224	17	afzal	afzal	PROPN
cana-4231	224	18	,	,	PUNCT
cana-4231	224	19	m.	m.	PROPN
cana-4231	224	20	k.	k.	PROPN
cana-4231	224	21	,	,	PUNCT
cana-4231	224	22	&	&	CCONJ
cana-4231	224	23	aalsalem	aalsalem	PROPN
cana-4231	224	24	,	,	PUNCT
cana-4231	224	25	m.	m.	NOUN
cana-4231	224	26	y.	y.	PROPN
cana-4231	224	27	(	(	PUNCT
cana-4231	224	28	2019	2019	NUM
cana-4231	224	29	)	)	PUNCT
cana-4231	224	30	.	.	PUNCT
cana-4231	225	1	internet	internet	NOUN
cana-4231	225	2	of	of	ADP
cana-4231	225	3	things	thing	NOUN
cana-4231	225	4	(	(	PUNCT
cana-4231	225	5	iot	iot	NOUN
cana-4231	225	6	)	)	PUNCT
cana-4231	225	7	operating	operating	NOUN
cana-4231	225	8	systems	system	NOUN
cana-4231	225	9	management	management	NOUN
cana-4231	225	10	:	:	PUNCT
cana-4231	225	11	opportunities	opportunity	NOUN
cana-4231	225	12	,	,	PUNCT
cana-4231	225	13	challenges	challenge	NOUN
cana-4231	225	14	,	,	PUNCT
cana-4231	225	15	and	and	CCONJ
cana-4231	225	16	solution	solution	NOUN
cana-4231	225	17	.	.	PUNCT
cana-4231	226	1	sensors	sensor	NOUN
cana-4231	226	2	,	,	PUNCT
cana-4231	226	3	19(8	19(8	NUM
cana-4231	226	4	)	)	PUNCT
cana-4231	226	5	,	,	PUNCT
cana-4231	226	6	1793	1793	NUM
cana-4231	226	7	.	.	PUNCT
cana-4231	227	1	4	4	X
cana-4231	227	2	.	.	X
cana-4231	227	3	rahman	rahman	PROPN
cana-4231	227	4	,	,	PUNCT
cana-4231	227	5	t.	t.	PROPN
cana-4231	227	6	,	,	PUNCT
cana-4231	227	7	&	&	CCONJ
cana-4231	227	8	alharbi	alharbi	PROPN
cana-4231	227	9	,	,	PUNCT
cana-4231	227	10	t.	t.	PROPN
cana-4231	227	11	(	(	PUNCT
cana-4231	227	12	2024	2024	NUM
cana-4231	227	13	)	)	PUNCT
cana-4231	227	14	.	.	PUNCT
cana-4231	228	1	exploring	explore	VERB
cana-4231	228	2	lithium	lithium	NOUN
cana-4231	228	3	-	-	PUNCT
cana-4231	228	4	ion	ion	NOUN
cana-4231	228	5	battery	battery	NOUN
cana-4231	228	6	degradation	degradation	NOUN
cana-4231	228	7	:	:	PUNCT
cana-4231	228	8	a	a	DET
cana-4231	228	9	concise	concise	ADJ
cana-4231	228	10	review	review	NOUN
cana-4231	228	11	of	of	ADP
cana-4231	228	12	critical	critical	ADJ
cana-4231	228	13	factors	factor	NOUN
cana-4231	228	14	,	,	PUNCT
cana-4231	228	15	impacts	impact	NOUN
cana-4231	228	16	,	,	PUNCT
cana-4231	228	17	data	datum	NOUN
cana-4231	228	18	-	-	PUNCT
cana-4231	228	19	driven	drive	VERB
cana-4231	228	20	degradation	degradation	NOUN
cana-4231	228	21	estimation	estimation	NOUN
cana-4231	228	22	techniques	technique	NOUN
cana-4231	228	23	,	,	PUNCT
cana-4231	228	24	and	and	CCONJ
cana-4231	228	25	sustainable	sustainable	ADJ
cana-4231	228	26	directions	direction	NOUN
cana-4231	228	27	for	for	ADP
cana-4231	228	28	energy	energy	NOUN
cana-4231	228	29	storage	storage	NOUN
cana-4231	228	30	systems	system	NOUN
cana-4231	228	31	.	.	PUNCT
cana-4231	229	1	batteries	battery	NOUN
cana-4231	229	2	,	,	PUNCT
cana-4231	229	3	10(7	10(7	NUM
cana-4231	229	4	)	)	PUNCT
cana-4231	229	5	,	,	PUNCT
cana-4231	229	6	220	220	NUM
cana-4231	229	7	.	.	NOUN
cana-4231	229	8	5	5	NUM
cana-4231	229	9	.	.	NUM
cana-4231	229	10	marwedel	marwedel	PROPN
cana-4231	229	11	,	,	PUNCT
cana-4231	229	12	p.	p.	NOUN
cana-4231	229	13	(	(	PUNCT
cana-4231	229	14	2021	2021	NUM
cana-4231	229	15	)	)	PUNCT
cana-4231	229	16	.	.	PUNCT
cana-4231	230	1	embedded	embed	VERB
cana-4231	230	2	system	system	NOUN
cana-4231	230	3	design	design	NOUN
cana-4231	230	4	:	:	PUNCT
cana-4231	230	5	embedded	embed	VERB
cana-4231	230	6	systems	system	NOUN
cana-4231	230	7	foundations	foundation	NOUN
cana-4231	230	8	of	of	ADP
cana-4231	230	9	cyber	cyber	NOUN
cana-4231	230	10	-	-	PUNCT
cana-4231	230	11	physical	physical	ADJ
cana-4231	230	12	systems	system	NOUN
cana-4231	230	13	,	,	PUNCT
cana-4231	230	14	and	and	CCONJ
cana-4231	230	15	the	the	DET
cana-4231	230	16	internet	internet	NOUN
cana-4231	230	17	of	of	ADP
cana-4231	230	18	things	thing	NOUN
cana-4231	230	19	(	(	PUNCT
cana-4231	230	20	p.	p.	NOUN
cana-4231	230	21	433	433	NUM
cana-4231	230	22	)	)	PUNCT
cana-4231	230	23	.	.	PUNCT
cana-4231	231	1	springer	springer	NOUN
cana-4231	231	2	nature	nature	NOUN
cana-4231	231	3	.	.	PUNCT
cana-4231	232	1	6	6	X
cana-4231	232	2	.	.	X
cana-4231	233	1	oliveira	oliveira	PROPN
cana-4231	233	2	,	,	PUNCT
cana-4231	233	3	f.	f.	PROPN
cana-4231	233	4	,	,	PUNCT
cana-4231	233	5	costa	costa	PROPN
cana-4231	233	6	,	,	PUNCT
cana-4231	233	7	d.	d.	PROPN
cana-4231	233	8	g.	g.	PROPN
cana-4231	233	9	,	,	PUNCT
cana-4231	233	10	assis	assis	PROPN
cana-4231	233	11	,	,	PUNCT
cana-4231	233	12	f.	f.	PROPN
cana-4231	233	13	,	,	PUNCT
cana-4231	233	14	&	&	CCONJ
cana-4231	233	15	silva	silva	PROPN
cana-4231	233	16	,	,	PUNCT
cana-4231	233	17	i.	i.	PROPN
cana-4231	233	18	(	(	PUNCT
cana-4231	233	19	2024	2024	NUM
cana-4231	233	20	)	)	PUNCT
cana-4231	233	21	.	.	PUNCT
cana-4231	234	1	internet	internet	NOUN
cana-4231	234	2	of	of	ADP
cana-4231	234	3	intelligent	intelligent	ADJ
cana-4231	234	4	things	thing	NOUN
cana-4231	234	5	:	:	PUNCT
cana-4231	234	6	a	a	DET
cana-4231	234	7	convergence	convergence	NOUN
cana-4231	234	8	of	of	ADP
cana-4231	234	9	embedded	embed	VERB
cana-4231	234	10	systems	system	NOUN
cana-4231	234	11	,	,	PUNCT
cana-4231	234	12	edge	edge	NOUN
cana-4231	234	13	computing	computing	NOUN
cana-4231	234	14	and	and	CCONJ
cana-4231	234	15	machine	machine	NOUN
cana-4231	234	16	learning	learning	NOUN
cana-4231	234	17	.	.	PUNCT
cana-4231	235	1	internet	internet	NOUN
cana-4231	235	2	of	of	ADP
cana-4231	235	3	things	thing	NOUN
cana-4231	235	4	,	,	PUNCT
cana-4231	235	5	101153	101153	NUM
cana-4231	235	6	.	.	PUNCT
cana-4231	236	1	7	7	X
cana-4231	236	2	.	.	X
cana-4231	236	3	shahab	shahab	PROPN
cana-4231	236	4	,	,	PUNCT
cana-4231	236	5	h.	h.	PROPN
cana-4231	236	6	,	,	PUNCT
cana-4231	236	7	iqbal	iqbal	PROPN
cana-4231	236	8	,	,	PUNCT
cana-4231	236	9	m.	m.	NOUN
cana-4231	236	10	,	,	PUNCT
cana-4231	236	11	sohaib	sohaib	NOUN
cana-4231	236	12	,	,	PUNCT
cana-4231	236	13	a.	a.	PROPN
cana-4231	236	14	,	,	PUNCT
cana-4231	236	15	khan	khan	PROPN
cana-4231	236	16	,	,	PUNCT
cana-4231	236	17	f.	f.	PROPN
cana-4231	236	18	u.	u.	PROPN
cana-4231	236	19	,	,	PUNCT
cana-4231	236	20	&	&	CCONJ
cana-4231	236	21	waqas	waqas	PROPN
cana-4231	236	22	,	,	PUNCT
cana-4231	236	23	m.	m.	NOUN
cana-4231	236	24	(	(	PUNCT
cana-4231	236	25	2024	2024	NUM
cana-4231	236	26	)	)	PUNCT
cana-4231	236	27	.	.	PUNCT
cana-4231	237	1	iot	iot	PROPN
cana-4231	237	2	-	-	PUNCT
cana-4231	237	3	based	base	VERB
cana-4231	237	4	agriculture	agriculture	NOUN
cana-4231	237	5	management	management	NOUN
cana-4231	237	6	techniques	technique	NOUN
cana-4231	237	7	for	for	ADP
cana-4231	237	8	sustainable	sustainable	ADJ
cana-4231	237	9	farming	farming	NOUN
cana-4231	237	10	:	:	PUNCT
cana-4231	237	11	a	a	DET
cana-4231	237	12	comprehensive	comprehensive	ADJ
cana-4231	237	13	review	review	NOUN
cana-4231	237	14	.	.	PUNCT
cana-4231	238	1	computers	computer	NOUN
cana-4231	238	2	and	and	CCONJ
cana-4231	238	3	electronics	electronic	NOUN
cana-4231	238	4	in	in	ADP
cana-4231	238	5	agriculture	agriculture	NOUN
cana-4231	238	6	,	,	PUNCT
cana-4231	238	7	220	220	NUM
cana-4231	238	8	,	,	PUNCT
cana-4231	238	9	108851	108851	NUM
cana-4231	238	10	.	.	PUNCT
cana-4231	239	1	8	8	NUM
cana-4231	239	2	.	.	X
cana-4231	240	1	capra	capra	PROPN
cana-4231	240	2	,	,	PUNCT
cana-4231	240	3	m.	m.	NOUN
cana-4231	240	4	,	,	PUNCT
cana-4231	240	5	peloso	peloso	NOUN
cana-4231	240	6	,	,	PUNCT
cana-4231	240	7	r.	r.	PROPN
cana-4231	240	8	,	,	PUNCT
cana-4231	240	9	masera	masera	NOUN
cana-4231	240	10	,	,	PUNCT
cana-4231	240	11	g.	g.	PROPN
cana-4231	240	12	,	,	PUNCT
cana-4231	240	13	ruo	ruo	PROPN
cana-4231	240	14	roch	roch	PROPN
cana-4231	240	15	,	,	PUNCT
cana-4231	240	16	m.	m.	NOUN
cana-4231	240	17	,	,	PUNCT
cana-4231	240	18	&	&	CCONJ
cana-4231	240	19	martina	martina	PROPN
cana-4231	240	20	,	,	PUNCT
cana-4231	240	21	m.	m.	NOUN
cana-4231	240	22	(	(	PUNCT
cana-4231	240	23	2019	2019	NUM
cana-4231	240	24	)	)	PUNCT
cana-4231	240	25	.	.	PUNCT
cana-4231	241	1	edge	edge	NOUN
cana-4231	241	2	computing	computing	PROPN
cana-4231	241	3	:	:	PUNCT
cana-4231	241	4	a	a	DET
cana-4231	241	5	survey	survey	NOUN
cana-4231	241	6	on	on	ADP
cana-4231	241	7	the	the	DET
cana-4231	241	8	hardware	hardware	NOUN
cana-4231	241	9	requirements	requirement	NOUN
cana-4231	241	10	in	in	ADP
cana-4231	241	11	the	the	DET
cana-4231	241	12	internet	internet	NOUN
cana-4231	241	13	of	of	ADP
cana-4231	241	14	things	thing	NOUN
cana-4231	241	15	world	world	NOUN
cana-4231	241	16	.	.	PUNCT
cana-4231	242	1	future	future	ADJ
cana-4231	242	2	internet	internet	NOUN
cana-4231	242	3	,	,	PUNCT
cana-4231	242	4	11(4	11(4	NUM
cana-4231	242	5	)	)	PUNCT
cana-4231	242	6	,	,	PUNCT
cana-4231	242	7	100	100	NUM
cana-4231	242	8	.	.	NOUN
cana-4231	243	1	9	9	NUM
cana-4231	243	2	.	.	X
cana-4231	243	3	safari	safari	PROPN
cana-4231	243	4	,	,	PUNCT
cana-4231	243	5	s.	s.	PROPN
cana-4231	243	6	,	,	PUNCT
cana-4231	243	7	ansari	ansari	PROPN
cana-4231	243	8	,	,	PUNCT
cana-4231	243	9	m.	m.	NOUN
cana-4231	243	10	,	,	PUNCT
cana-4231	243	11	khdr	khdr	PROPN
cana-4231	243	12	,	,	PUNCT
cana-4231	243	13	h.	h.	PROPN
cana-4231	243	14	,	,	PUNCT
cana-4231	243	15	gohari	gohari	PROPN
cana-4231	243	16	-	-	PUNCT
cana-4231	243	17	nazari	nazari	PROPN
cana-4231	243	18	,	,	PUNCT
cana-4231	243	19	p.	p.	PROPN
cana-4231	243	20	,	,	PUNCT
cana-4231	243	21	yari	yari	PROPN
cana-4231	243	22	-	-	PUNCT
cana-4231	243	23	karin	karin	PROPN
cana-4231	243	24	,	,	PUNCT
cana-4231	243	25	s.	s.	PROPN
cana-4231	243	26	,	,	PUNCT
cana-4231	243	27	yeganeh	yeganeh	NOUN
cana-4231	243	28	-	-	PUNCT
cana-4231	243	29	khaksar	khaksar	NOUN
cana-4231	243	30	,	,	PUNCT
cana-4231	243	31	a.	a.	NOUN
cana-4231	243	32	,	,	PUNCT
cana-4231	243	33	...	...	PUNCT
cana-4231	243	34	&	&	CCONJ
cana-4231	243	35	henkel	henkel	PROPN
cana-4231	243	36	,	,	PUNCT
cana-4231	243	37	j.	j.	PROPN
cana-4231	243	38	(	(	PUNCT
cana-4231	243	39	2022	2022	NUM
cana-4231	243	40	)	)	PUNCT
cana-4231	243	41	.	.	PUNCT
cana-4231	244	1	a	a	DET
cana-4231	244	2	survey	survey	NOUN
cana-4231	244	3	of	of	ADP
cana-4231	244	4	fault	fault	NOUN
cana-4231	244	5	-	-	PUNCT
cana-4231	244	6	tolerance	tolerance	NOUN
cana-4231	244	7	techniques	technique	NOUN
cana-4231	244	8	for	for	ADP
cana-4231	244	9	embedded	embed	VERB
cana-4231	244	10	systems	system	NOUN
cana-4231	244	11	from	from	ADP
cana-4231	244	12	the	the	DET
cana-4231	244	13	perspective	perspective	NOUN
cana-4231	244	14	of	of	ADP
cana-4231	244	15	power	power	NOUN
cana-4231	244	16	,	,	PUNCT
cana-4231	244	17	energy	energy	NOUN
cana-4231	244	18	,	,	PUNCT
cana-4231	244	19	and	and	CCONJ
cana-4231	244	20	thermal	thermal	ADJ
cana-4231	244	21	issues	issue	NOUN
cana-4231	244	22	.	.	PUNCT
cana-4231	245	1	ieee	ieee	NOUN
cana-4231	245	2	access	access	NOUN
cana-4231	245	3	,	,	PUNCT
cana-4231	245	4	10	10	NUM
cana-4231	245	5	,	,	PUNCT
cana-4231	245	6	12229	12229	NUM
cana-4231	245	7	-	-	SYM
cana-4231	245	8	12251	12251	NUM
cana-4231	245	9	.	.	PUNCT
cana-4231	246	1	10	10	NUM
cana-4231	246	2	.	.	PUNCT
cana-4231	247	1	nižetić	nižetić	PROPN
cana-4231	247	2	,	,	PUNCT
cana-4231	247	3	s.	s.	PROPN
cana-4231	247	4	,	,	PUNCT
cana-4231	247	5	šolić	šolić	NOUN
cana-4231	247	6	,	,	PUNCT
cana-4231	247	7	p.	p.	PROPN
cana-4231	247	8	,	,	PUNCT
cana-4231	247	9	gonzalez	gonzalez	PROPN
cana-4231	247	10	-	-	PUNCT
cana-4231	247	11	de	de	PROPN
cana-4231	247	12	,	,	PUNCT
cana-4231	247	13	d.	d.	PROPN
cana-4231	247	14	l.	l.	PROPN
cana-4231	247	15	d.	d.	PROPN
cana-4231	247	16	i.	i.	PROPN
cana-4231	247	17	,	,	PUNCT
cana-4231	247	18	&	&	CCONJ
cana-4231	247	19	patrono	patrono	PROPN
cana-4231	247	20	,	,	PUNCT
cana-4231	247	21	l.	l.	PROPN
cana-4231	247	22	(	(	PUNCT
cana-4231	247	23	2020	2020	NUM
cana-4231	247	24	)	)	PUNCT
cana-4231	247	25	.	.	PUNCT
cana-4231	248	1	internet	internet	NOUN
cana-4231	248	2	of	of	ADP
cana-4231	248	3	things	thing	NOUN
cana-4231	248	4	(	(	PUNCT
cana-4231	248	5	iot	iot	ADJ
cana-4231	248	6	):	):	PUNCT
cana-4231	248	7	opportunities	opportunity	NOUN
cana-4231	248	8	,	,	PUNCT
cana-4231	248	9	issues	issue	NOUN
cana-4231	248	10	and	and	CCONJ
cana-4231	248	11	challenges	challenge	NOUN
cana-4231	248	12	towards	towards	ADP
cana-4231	248	13	a	a	DET
cana-4231	248	14	smart	smart	ADJ
cana-4231	248	15	and	and	CCONJ
cana-4231	248	16	sustainable	sustainable	ADJ
cana-4231	248	17	future	future	NOUN
cana-4231	248	18	.	.	PUNCT
cana-4231	249	1	journal	journal	NOUN
cana-4231	249	2	of	of	ADP
cana-4231	249	3	cleaner	clean	ADJ
cana-4231	249	4	production	production	NOUN
cana-4231	249	5	,	,	PUNCT
cana-4231	249	6	274	274	NUM
cana-4231	249	7	,	,	PUNCT
cana-4231	249	8	122877	122877	NUM
cana-4231	249	9	.	.	PUNCT
cana-4231	250	1	communications	communication	NOUN
cana-4231	250	2	on	on	ADP
cana-4231	250	3	applied	apply	VERB
cana-4231	250	4	nonlinear	nonlinear	ADJ
cana-4231	250	5	analysis	analysis	NOUN
cana-4231	250	6	issn	issn	NOUN
cana-4231	250	7	:	:	PUNCT
cana-4231	250	8	1074	1074	NUM
cana-4231	250	9	-	-	PUNCT
cana-4231	250	10	133x	133x	NUM
cana-4231	250	11	vol	vol	NOUN
cana-4231	250	12	32	32	NUM
cana-4231	250	13	no	no	NOUN
cana-4231	250	14	.	.	PUNCT
cana-4231	251	1	9s	9s	NUM
cana-4231	251	2	(	(	PUNCT
cana-4231	251	3	2025	2025	NUM
cana-4231	251	4	)	)	PUNCT
cana-4231	251	5	1585	1585	NUM
cana-4231	251	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	251	7	11	11	NUM
cana-4231	251	8	.	.	PUNCT
cana-4231	252	1	bukkapatnam	bukkapatnam	PROPN
cana-4231	252	2	,	,	PUNCT
cana-4231	252	3	k.	k.	PROPN
cana-4231	252	4	,	,	PUNCT
cana-4231	252	5	rekha	rekha	PROPN
cana-4231	252	6	,	,	PUNCT
cana-4231	252	7	c.	c.	PROPN
cana-4231	252	8	k.	k.	PROPN
cana-4231	252	9	,	,	PUNCT
cana-4231	252	10	kumaraswamy	kumaraswamy	PROPN
cana-4231	252	11	,	,	PUNCT
cana-4231	252	12	e.	e.	PROPN
cana-4231	252	13	,	,	PUNCT
cana-4231	252	14	&	&	CCONJ
cana-4231	252	15	vatti	vatti	PROPN
cana-4231	252	16	,	,	PUNCT
cana-4231	252	17	r.	r.	PROPN
cana-4231	252	18	(	(	PUNCT
cana-4231	252	19	2020	2020	NUM
cana-4231	252	20	,	,	PUNCT
cana-4231	252	21	december	december	PROPN
cana-4231	252	22	)	)	PUNCT
cana-4231	252	23	.	.	PUNCT
cana-4231	253	1	smart	smart	ADJ
cana-4231	253	2	memory	memory	NOUN
cana-4231	253	3	management	management	NOUN
cana-4231	253	4	(	(	PUNCT
cana-4231	253	5	samm	samm	PROPN
cana-4231	253	6	)	)	PUNCT
cana-4231	253	7	for	for	ADP
cana-4231	253	8	embedded	embed	VERB
cana-4231	253	9	systems	system	NOUN
cana-4231	253	10	without	without	ADP
cana-4231	253	11	mmu	mmu	PROPN
cana-4231	253	12	.	.	PUNCT
cana-4231	254	1	in	in	ADP
cana-4231	254	2	iop	iop	PROPN
cana-4231	254	3	conference	conference	NOUN
cana-4231	254	4	series	series	NOUN
cana-4231	254	5	:	:	PUNCT
cana-4231	254	6	materials	material	NOUN
cana-4231	254	7	science	science	NOUN
cana-4231	254	8	and	and	CCONJ
cana-4231	254	9	engineering	engineering	NOUN
cana-4231	254	10	(	(	PUNCT
cana-4231	254	11	vol	vol	NOUN
cana-4231	254	12	.	.	PROPN
cana-4231	255	1	981	981	NUM
cana-4231	255	2	,	,	PUNCT
cana-4231	255	3	no	no	INTJ
cana-4231	255	4	.	.	NOUN
cana-4231	255	5	3	3	NUM
cana-4231	255	6	,	,	PUNCT
cana-4231	255	7	p.	p.	NOUN
cana-4231	255	8	032010	032010	NUM
cana-4231	255	9	)	)	PUNCT
cana-4231	255	10	.	.	PUNCT
cana-4231	256	1	iop	iop	PROPN
cana-4231	256	2	publishing	publishing	NOUN
cana-4231	256	3	.	.	PUNCT
cana-4231	257	1	12	12	NUM
cana-4231	257	2	.	.	PUNCT
cana-4231	257	3	swamy	swamy	PROPN
cana-4231	257	4	,	,	PUNCT
cana-4231	257	5	s.	s.	PROPN
cana-4231	257	6	n.	n.	PROPN
cana-4231	257	7	,	,	PUNCT
cana-4231	257	8	&	&	CCONJ
cana-4231	257	9	kota	kota	PROPN
cana-4231	257	10	,	,	PUNCT
cana-4231	257	11	s.	s.	PROPN
cana-4231	257	12	r.	r.	PROPN
cana-4231	257	13	(	(	PUNCT
cana-4231	257	14	2020	2020	NUM
cana-4231	257	15	)	)	PUNCT
cana-4231	257	16	.	.	PUNCT
cana-4231	258	1	an	an	DET
cana-4231	258	2	empirical	empirical	ADJ
cana-4231	258	3	study	study	NOUN
cana-4231	258	4	on	on	ADP
cana-4231	258	5	system	system	NOUN
cana-4231	258	6	level	level	NOUN
cana-4231	258	7	aspects	aspect	NOUN
cana-4231	258	8	of	of	ADP
cana-4231	258	9	internet	internet	NOUN
cana-4231	258	10	of	of	ADP
cana-4231	258	11	things	thing	NOUN
cana-4231	258	12	(	(	PUNCT
cana-4231	258	13	iot	iot	NOUN
cana-4231	258	14	)	)	PUNCT
cana-4231	258	15	.	.	PUNCT
cana-4231	259	1	ieee	ieee	NOUN
cana-4231	259	2	access	access	NOUN
cana-4231	259	3	,	,	PUNCT
cana-4231	259	4	8	8	NUM
cana-4231	259	5	,	,	PUNCT
cana-4231	259	6	188082	188082	NUM
cana-4231	259	7	-	-	SYM
cana-4231	259	8	188134	188134	NUM
cana-4231	259	9	.	.	PUNCT
cana-4231	260	1	13	13	NUM
cana-4231	260	2	.	.	PUNCT
cana-4231	260	3	fedullo	fedullo	PROPN
cana-4231	260	4	,	,	PUNCT
cana-4231	260	5	t.	t.	PROPN
cana-4231	260	6	,	,	PUNCT
cana-4231	260	7	morato	morato	PROPN
cana-4231	260	8	,	,	PUNCT
cana-4231	260	9	a.	a.	NOUN
cana-4231	260	10	,	,	PUNCT
cana-4231	260	11	tramarin	tramarin	NOUN
cana-4231	260	12	,	,	PUNCT
cana-4231	260	13	f.	f.	PROPN
cana-4231	260	14	,	,	PUNCT
cana-4231	260	15	rovati	rovati	PROPN
cana-4231	260	16	,	,	PUNCT
cana-4231	260	17	l.	l.	PROPN
cana-4231	260	18	,	,	PUNCT
cana-4231	260	19	&	&	CCONJ
cana-4231	260	20	vitturi	vitturi	PROPN
cana-4231	260	21	,	,	PUNCT
cana-4231	260	22	s.	s.	PROPN
cana-4231	260	23	(	(	PUNCT
cana-4231	260	24	2022	2022	NUM
cana-4231	260	25	)	)	PUNCT
cana-4231	260	26	.	.	PUNCT
cana-4231	261	1	a	a	DET
cana-4231	261	2	comprehensive	comprehensive	ADJ
cana-4231	261	3	review	review	NOUN
cana-4231	261	4	on	on	ADP
cana-4231	261	5	time	time	NOUN
cana-4231	261	6	sensitive	sensitive	ADJ
cana-4231	261	7	networks	network	NOUN
cana-4231	261	8	with	with	ADP
cana-4231	261	9	a	a	DET
cana-4231	261	10	special	special	ADJ
cana-4231	261	11	focus	focus	NOUN
cana-4231	261	12	on	on	ADP
cana-4231	261	13	its	its	PRON
cana-4231	261	14	applicability	applicability	NOUN
cana-4231	261	15	to	to	ADP
cana-4231	261	16	industrial	industrial	VERB
cana-4231	261	17	smart	smart	ADJ
cana-4231	261	18	and	and	CCONJ
cana-4231	261	19	distributed	distribute	VERB
cana-4231	261	20	measurement	measurement	NOUN
cana-4231	261	21	systems	system	NOUN
cana-4231	261	22	.	.	PUNCT
cana-4231	262	1	sensors	sensor	NOUN
cana-4231	262	2	,	,	PUNCT
cana-4231	262	3	22(4	22(4	NUM
cana-4231	262	4	)	)	PUNCT
cana-4231	262	5	,	,	PUNCT
cana-4231	262	6	1638	1638	NUM
cana-4231	262	7	.	.	PUNCT
cana-4231	263	1	14	14	NUM
cana-4231	263	2	.	.	PUNCT
cana-4231	263	3	sunhare	sunhare	NOUN
cana-4231	263	4	,	,	PUNCT
cana-4231	263	5	p.	p.	NOUN
cana-4231	263	6	,	,	PUNCT
cana-4231	263	7	chowdhary	chowdhary	PROPN
cana-4231	263	8	,	,	PUNCT
cana-4231	263	9	r.	r.	PROPN
cana-4231	263	10	r.	r.	PROPN
cana-4231	263	11	,	,	PUNCT
cana-4231	263	12	&	&	CCONJ
cana-4231	263	13	chattopadhyay	chattopadhyay	PROPN
cana-4231	263	14	,	,	PUNCT
cana-4231	263	15	m.	m.	PROPN
cana-4231	263	16	k.	k.	PROPN
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cana-4231	263	18	2022	2022	NUM
cana-4231	263	19	)	)	PUNCT
cana-4231	263	20	.	.	PUNCT
cana-4231	264	1	internet	internet	NOUN
cana-4231	264	2	of	of	ADP
cana-4231	264	3	things	thing	NOUN
cana-4231	264	4	and	and	CCONJ
cana-4231	264	5	data	datum	NOUN
cana-4231	264	6	mining	mining	NOUN
cana-4231	264	7	:	:	PUNCT
cana-4231	264	8	an	an	DET
cana-4231	264	9	application	application	NOUN
cana-4231	264	10	oriented	orient	VERB
cana-4231	264	11	survey	survey	NOUN
cana-4231	264	12	.	.	PUNCT
cana-4231	265	1	journal	journal	NOUN
cana-4231	265	2	of	of	ADP
cana-4231	265	3	king	king	PROPN
cana-4231	265	4	saud	saud	PROPN
cana-4231	265	5	university	university	PROPN
cana-4231	265	6	-	-	PUNCT
cana-4231	265	7	computer	computer	NOUN
cana-4231	265	8	and	and	CCONJ
cana-4231	265	9	information	information	NOUN
cana-4231	265	10	sciences	science	NOUN
cana-4231	265	11	,	,	PUNCT
cana-4231	265	12	34(6	34(6	NOUN
cana-4231	265	13	)	)	PUNCT
cana-4231	265	14	,	,	PUNCT
cana-4231	265	15	3569	3569	NUM
cana-4231	265	16	-	-	SYM
cana-4231	265	17	3590	3590	NUM
cana-4231	265	18	.	.	PUNCT
cana-4231	266	1	15	15	NUM
cana-4231	266	2	.	.	X
cana-4231	266	3	malik	malik	PROPN
cana-4231	266	4	,	,	PUNCT
cana-4231	266	5	u.	u.	PROPN
cana-4231	266	6	m.	m.	PROPN
cana-4231	266	7	,	,	PUNCT
cana-4231	266	8	javed	javed	PROPN
cana-4231	266	9	,	,	PUNCT
cana-4231	266	10	m.	m.	NOUN
cana-4231	266	11	a.	a.	PROPN
cana-4231	266	12	,	,	PUNCT
cana-4231	266	13	zeadally	zeadally	ADV
cana-4231	266	14	,	,	PUNCT
cana-4231	266	15	s.	s.	PROPN
cana-4231	266	16	,	,	PUNCT
cana-4231	266	17	&	&	CCONJ
cana-4231	266	18	ul	ul	PROPN
cana-4231	266	19	islam	islam	PROPN
cana-4231	266	20	,	,	PUNCT
cana-4231	266	21	s.	s.	PROPN
cana-4231	266	22	(	(	PUNCT
cana-4231	266	23	2021	2021	NUM
cana-4231	266	24	)	)	PUNCT
cana-4231	266	25	.	.	PUNCT
cana-4231	267	1	energy	energy	NOUN
cana-4231	267	2	-	-	PUNCT
cana-4231	267	3	efficient	efficient	PROPN
cana-4231	267	4	fog	fog	NOUN
cana-4231	267	5	computing	computing	NOUN
cana-4231	267	6	for	for	ADP
cana-4231	267	7	6g	6g	NOUN
cana-4231	267	8	-	-	PUNCT
cana-4231	267	9	enabled	enable	VERB
cana-4231	267	10	massive	massive	ADJ
cana-4231	267	11	iot	iot	NOUN
cana-4231	267	12	:	:	PUNCT
cana-4231	267	13	recent	recent	ADJ
cana-4231	267	14	trends	trend	NOUN
cana-4231	267	15	and	and	CCONJ
cana-4231	267	16	future	future	ADJ
cana-4231	267	17	opportunities	opportunity	NOUN
cana-4231	267	18	.	.	PUNCT
cana-4231	268	1	ieee	ieee	NOUN
cana-4231	268	2	internet	internet	NOUN
cana-4231	268	3	of	of	ADP
cana-4231	268	4	things	thing	NOUN
cana-4231	268	5	journal	journal	NOUN
cana-4231	268	6	,	,	PUNCT
cana-4231	268	7	9(16	9(16	NOUN
cana-4231	268	8	)	)	PUNCT
cana-4231	268	9	,	,	PUNCT
cana-4231	268	10	14572	14572	NUM
cana-4231	268	11	-	-	SYM
cana-4231	268	12	14594	14594	NUM
cana-4231	268	13	.	.	PUNCT
cana-4231	269	1	16	16	NUM
cana-4231	269	2	.	.	PUNCT
cana-4231	270	1	tabrizchi	tabrizchi	PROPN
cana-4231	270	2	,	,	PUNCT
cana-4231	270	3	h.	h.	PROPN
cana-4231	270	4	,	,	PUNCT
cana-4231	270	5	&	&	CCONJ
cana-4231	270	6	kuchaki	kuchaki	PROPN
cana-4231	270	7	rafsanjani	rafsanjani	PROPN
cana-4231	270	8	,	,	PUNCT
cana-4231	270	9	m.	m.	NOUN
cana-4231	270	10	(	(	PUNCT
cana-4231	270	11	2020	2020	NUM
cana-4231	270	12	)	)	PUNCT
cana-4231	270	13	.	.	PUNCT
cana-4231	271	1	a	a	DET
cana-4231	271	2	survey	survey	NOUN
cana-4231	271	3	on	on	ADP
cana-4231	271	4	security	security	NOUN
cana-4231	271	5	challenges	challenge	NOUN
cana-4231	271	6	in	in	ADP
cana-4231	271	7	cloud	cloud	ADJ
cana-4231	271	8	computing	computing	NOUN
cana-4231	271	9	:	:	PUNCT
cana-4231	271	10	issues	issue	NOUN
cana-4231	271	11	,	,	PUNCT
cana-4231	271	12	threats	threat	NOUN
cana-4231	271	13	,	,	PUNCT
cana-4231	271	14	and	and	CCONJ
cana-4231	271	15	solutions	solution	NOUN
cana-4231	271	16	.	.	PUNCT
cana-4231	272	1	the	the	DET
cana-4231	272	2	journal	journal	NOUN
cana-4231	272	3	of	of	ADP
cana-4231	272	4	supercomputing	supercomputing	NOUN
cana-4231	272	5	,	,	PUNCT
cana-4231	272	6	76(12	76(12	NUM
cana-4231	272	7	)	)	PUNCT
cana-4231	272	8	,	,	PUNCT
cana-4231	272	9	9493	9493	NUM
cana-4231	272	10	-	-	SYM
cana-4231	272	11	9532	9532	NUM
cana-4231	272	12	.	.	PUNCT
cana-4231	273	1	17	17	NUM
cana-4231	273	2	.	.	X
cana-4231	273	3	rupanetti	rupanetti	PROPN
cana-4231	273	4	,	,	PUNCT
cana-4231	273	5	d.	d.	PROPN
cana-4231	273	6	,	,	PUNCT
cana-4231	273	7	&	&	CCONJ
cana-4231	273	8	kaabouch	kaabouch	PROPN
cana-4231	273	9	,	,	PUNCT
cana-4231	273	10	n.	n.	PROPN
cana-4231	273	11	(	(	PUNCT
cana-4231	273	12	2024	2024	NUM
cana-4231	273	13	)	)	PUNCT
cana-4231	273	14	.	.	PUNCT
cana-4231	274	1	combining	combine	VERB
cana-4231	274	2	edge	edge	NOUN
cana-4231	274	3	computing	computing	NOUN
cana-4231	274	4	-	-	PUNCT
cana-4231	274	5	assisted	assist	VERB
cana-4231	274	6	internet	internet	NOUN
cana-4231	274	7	of	of	ADP
cana-4231	274	8	things	thing	NOUN
cana-4231	274	9	security	security	NOUN
cana-4231	274	10	with	with	ADP
cana-4231	274	11	artificial	artificial	ADJ
cana-4231	274	12	intelligence	intelligence	NOUN
cana-4231	274	13	:	:	PUNCT
cana-4231	274	14	applications	application	NOUN
cana-4231	274	15	,	,	PUNCT
cana-4231	274	16	challenges	challenge	NOUN
cana-4231	274	17	,	,	PUNCT
cana-4231	274	18	and	and	CCONJ
cana-4231	274	19	opportunities	opportunity	NOUN
cana-4231	274	20	.	.	PUNCT
cana-4231	275	1	applied	apply	VERB
cana-4231	275	2	sciences	science	NOUN
cana-4231	275	3	,	,	PUNCT
cana-4231	275	4	14(16	14(16	NUM
cana-4231	275	5	)	)	PUNCT
cana-4231	275	6	,	,	PUNCT
cana-4231	275	7	7104	7104	NUM
cana-4231	275	8	.	.	PUNCT
cana-4231	276	1	18	18	NUM
cana-4231	276	2	.	.	X
cana-4231	276	3	anand	anand	PROPN
cana-4231	276	4	,	,	PUNCT
cana-4231	276	5	p.	p.	PROPN
cana-4231	276	6	,	,	PUNCT
cana-4231	276	7	singh	singh	PROPN
cana-4231	276	8	,	,	PUNCT
cana-4231	276	9	y.	y.	NOUN
cana-4231	276	10	,	,	PUNCT
cana-4231	276	11	selwal	selwal	NOUN
cana-4231	276	12	,	,	PUNCT
cana-4231	276	13	a.	a.	NOUN
cana-4231	276	14	,	,	PUNCT
cana-4231	276	15	alazab	alazab	ADV
cana-4231	276	16	,	,	PUNCT
cana-4231	276	17	m.	m.	NOUN
cana-4231	276	18	,	,	PUNCT
cana-4231	276	19	tanwar	tanwar	PROPN
cana-4231	276	20	,	,	PUNCT
cana-4231	276	21	s.	s.	PROPN
cana-4231	276	22	,	,	PUNCT
cana-4231	276	23	&	&	CCONJ
cana-4231	276	24	kumar	kumar	PROPN
cana-4231	276	25	,	,	PUNCT
cana-4231	276	26	n.	n.	PROPN
cana-4231	276	27	(	(	PUNCT
cana-4231	276	28	2020	2020	NUM
cana-4231	276	29	)	)	PUNCT
cana-4231	276	30	.	.	PUNCT
cana-4231	277	1	iot	iot	PROPN
cana-4231	277	2	vulnerability	vulnerability	NOUN
cana-4231	277	3	assessment	assessment	NOUN
cana-4231	277	4	for	for	ADP
cana-4231	277	5	sustainable	sustainable	ADJ
cana-4231	277	6	computing	computing	NOUN
cana-4231	277	7	:	:	PUNCT
cana-4231	277	8	threats	threat	NOUN
cana-4231	277	9	,	,	PUNCT
cana-4231	277	10	current	current	ADJ
cana-4231	277	11	solutions	solution	NOUN
cana-4231	277	12	,	,	PUNCT
cana-4231	277	13	and	and	CCONJ
cana-4231	277	14	open	open	ADJ
cana-4231	277	15	challenges	challenge	NOUN
cana-4231	277	16	.	.	PUNCT
cana-4231	278	1	ieee	ieee	NOUN
cana-4231	278	2	access	access	NOUN
cana-4231	278	3	,	,	PUNCT
cana-4231	278	4	8	8	NUM
cana-4231	278	5	,	,	PUNCT
cana-4231	278	6	168825	168825	NUM
cana-4231	278	7	-	-	SYM
cana-4231	278	8	168853	168853	NUM
cana-4231	278	9	.	.	PUNCT
cana-4231	279	1	19	19	NUM
cana-4231	279	2	.	.	PUNCT
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cana-4231	279	5	s.	s.	PROPN
cana-4231	279	6	h.	h.	PROPN
cana-4231	279	7	,	,	PUNCT
cana-4231	279	8	el	el	PROPN
cana-4231	279	9	-	-	PUNCT
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cana-4231	279	11	,	,	PUNCT
cana-4231	279	12	t.	t.	PROPN
cana-4231	279	13	e.	e.	PROPN
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cana-4231	279	15	&	&	CCONJ
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cana-4231	279	17	,	,	PUNCT
cana-4231	279	18	j.	j.	PROPN
cana-4231	279	19	m.	m.	PROPN
cana-4231	279	20	(	(	PUNCT
cana-4231	279	21	2019	2019	NUM
cana-4231	279	22	)	)	PUNCT
cana-4231	279	23	.	.	PUNCT
cana-4231	280	1	a	a	DET
cana-4231	280	2	survey	survey	NOUN
cana-4231	280	3	of	of	ADP
cana-4231	280	4	big	big	ADJ
cana-4231	280	5	data	datum	NOUN
cana-4231	280	6	machine	machine	NOUN
cana-4231	280	7	learning	learn	VERB
cana-4231	280	8	applications	application	NOUN
cana-4231	280	9	optimization	optimization	NOUN
cana-4231	280	10	in	in	ADP
cana-4231	280	11	cloud	cloud	ADJ
cana-4231	280	12	data	datum	NOUN
cana-4231	280	13	centers	center	NOUN
cana-4231	280	14	and	and	CCONJ
cana-4231	280	15	networks	network	NOUN
cana-4231	280	16	.	.	PUNCT
cana-4231	281	1	arxiv	arxiv	PROPN
cana-4231	281	2	preprint	preprint	PROPN
cana-4231	281	3	arxiv:1910.00731	arxiv:1910.00731	PROPN
cana-4231	281	4	.	.	PUNCT
cana-4231	282	1	20	20	NUM
cana-4231	282	2	.	.	X
cana-4231	282	3	behera	behera	PROPN
cana-4231	282	4	,	,	PUNCT
cana-4231	282	5	d.	d.	PROPN
cana-4231	282	6	,	,	PUNCT
cana-4231	282	7	&	&	CCONJ
cana-4231	282	8	mishra	mishra	PROPN
cana-4231	282	9	,	,	PUNCT
cana-4231	282	10	s.	s.	PROPN
cana-4231	282	11	n.	n.	PROPN
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cana-4231	282	13	2024	2024	NUM
cana-4231	282	14	)	)	PUNCT
cana-4231	282	15	.	.	PUNCT
cana-4231	283	1	design	design	VERB
cana-4231	283	2	a	a	DET
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cana-4231	283	4	memory	memory	NOUN
cana-4231	283	5	management	management	NOUN
cana-4231	283	6	(	(	PUNCT
cana-4231	283	7	samm	samm	PROPN
cana-4231	283	8	)	)	PUNCT
cana-4231	283	9	for	for	ADP
cana-4231	283	10	embedded	embed	VERB
cana-4231	283	11	system	system	NOUN
cana-4231	283	12	without	without	ADP
cana-4231	283	13	mmu	mmu	PROPN
cana-4231	283	14	.	.	PUNCT
cana-4231	284	1	21	21	NUM
cana-4231	284	2	.	.	PUNCT
cana-4231	285	1	almorabea	almorabea	ADJ
cana-4231	285	2	,	,	PUNCT
cana-4231	285	3	o.	o.	NOUN
cana-4231	285	4	m.	m.	NOUN
cana-4231	285	5	,	,	PUNCT
cana-4231	285	6	khanzada	khanzada	PROPN
cana-4231	285	7	,	,	PUNCT
cana-4231	285	8	t.	t.	PROPN
cana-4231	285	9	j.	j.	PROPN
cana-4231	285	10	s.	s.	PROPN
cana-4231	285	11	,	,	PUNCT
cana-4231	285	12	aslam	aslam	PROPN
cana-4231	285	13	,	,	PUNCT
cana-4231	285	14	m.	m.	NOUN
cana-4231	285	15	a.	a.	PROPN
cana-4231	285	16	,	,	PUNCT
cana-4231	285	17	hendi	hendi	PROPN
cana-4231	285	18	,	,	PUNCT
cana-4231	285	19	f.	f.	PROPN
cana-4231	285	20	a.	a.	PROPN
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cana-4231	285	22	&	&	CCONJ
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cana-4231	285	24	,	,	PUNCT
cana-4231	285	25	a.	a.	NOUN
cana-4231	285	26	m.	m.	NOUN
cana-4231	285	27	(	(	PUNCT
cana-4231	285	28	2023	2023	NUM
cana-4231	285	29	)	)	PUNCT
cana-4231	285	30	.	.	PUNCT
cana-4231	286	1	iot	iot	PROPN
cana-4231	286	2	network	network	NOUN
cana-4231	286	3	-	-	PUNCT
cana-4231	286	4	based	base	VERB
cana-4231	286	5	intrusion	intrusion	NOUN
cana-4231	286	6	detection	detection	NOUN
cana-4231	286	7	framework	framework	NOUN
cana-4231	286	8	:	:	PUNCT
cana-4231	286	9	a	a	DET
cana-4231	286	10	solution	solution	NOUN
cana-4231	286	11	to	to	PART
cana-4231	286	12	process	process	VERB
cana-4231	286	13	ping	ping	NOUN
cana-4231	286	14	floods	flood	NOUN
cana-4231	286	15	originating	originate	VERB
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cana-4231	286	18	devices	device	NOUN
cana-4231	286	19	.	.	PUNCT
cana-4231	287	1	ieee	ieee	NOUN
cana-4231	287	2	access	access	NOUN
cana-4231	287	3	,	,	PUNCT
cana-4231	287	4	11	11	NUM
cana-4231	287	5	,	,	PUNCT
cana-4231	287	6	119118	119118	NUM
cana-4231	287	7	-	-	SYM
cana-4231	287	8	119145	119145	NUM
cana-4231	287	9	.	.	PUNCT
cana-4231	288	1	22	22	NUM
cana-4231	288	2	.	.	PUNCT
cana-4231	289	1	farooq	farooq	PROPN
cana-4231	289	2	,	,	PUNCT
cana-4231	289	3	m.	m.	PROPN
cana-4231	289	4	s.	s.	PROPN
cana-4231	289	5	,	,	PUNCT
cana-4231	289	6	javid	javid	PROPN
cana-4231	289	7	,	,	PUNCT
cana-4231	289	8	r.	r.	PROPN
cana-4231	289	9	,	,	PUNCT
cana-4231	289	10	riaz	riaz	PROPN
cana-4231	289	11	,	,	PUNCT
cana-4231	289	12	s.	s.	PROPN
cana-4231	289	13	,	,	PUNCT
cana-4231	289	14	&	&	CCONJ
cana-4231	289	15	atal	atal	PROPN
cana-4231	289	16	,	,	PUNCT
cana-4231	289	17	z.	z.	PROPN
cana-4231	289	18	(	(	PUNCT
cana-4231	289	19	2022	2022	NUM
cana-4231	289	20	)	)	PUNCT
cana-4231	289	21	.	.	PUNCT
cana-4231	290	1	iot	iot	PROPN
cana-4231	290	2	based	base	VERB
cana-4231	290	3	smart	smart	ADJ
cana-4231	290	4	greenhouse	greenhouse	NOUN
cana-4231	290	5	framework	framework	NOUN
cana-4231	290	6	and	and	CCONJ
cana-4231	290	7	control	control	NOUN
cana-4231	290	8	strategies	strategy	NOUN
cana-4231	290	9	for	for	ADP
cana-4231	290	10	sustainable	sustainable	ADJ
cana-4231	290	11	agriculture	agriculture	NOUN
cana-4231	290	12	.	.	PUNCT
cana-4231	291	1	ieee	ieee	NOUN
cana-4231	291	2	access	access	NOUN
cana-4231	291	3	,	,	PUNCT
cana-4231	291	4	10	10	NUM
cana-4231	291	5	,	,	PUNCT
cana-4231	291	6	99394	99394	NUM
cana-4231	291	7	-	-	SYM
cana-4231	291	8	99420	99420	NUM
cana-4231	291	9	.	.	PUNCT
cana-4231	292	1	23	23	NUM
cana-4231	292	2	.	.	PUNCT
cana-4231	293	1	schizas	schiza	VERB
cana-4231	293	2	,	,	PUNCT
cana-4231	293	3	n.	n.	NOUN
cana-4231	293	4	,	,	PUNCT
cana-4231	293	5	karras	karras	PROPN
cana-4231	293	6	,	,	PUNCT
cana-4231	293	7	a.	a.	NOUN
cana-4231	293	8	,	,	PUNCT
cana-4231	293	9	karras	karras	PROPN
cana-4231	293	10	,	,	PUNCT
cana-4231	293	11	c.	c.	PROPN
cana-4231	293	12	,	,	PUNCT
cana-4231	293	13	&	&	CCONJ
cana-4231	293	14	sioutas	sioutas	PROPN
cana-4231	293	15	,	,	PUNCT
cana-4231	293	16	s.	s.	PROPN
cana-4231	293	17	(	(	PUNCT
cana-4231	293	18	2022	2022	NUM
cana-4231	293	19	)	)	PUNCT
cana-4231	293	20	.	.	PUNCT
cana-4231	294	1	tinyml	tinyml	ADJ
cana-4231	294	2	for	for	ADP
cana-4231	294	3	ultra	ultra	ADJ
cana-4231	294	4	-	-	ADJ
cana-4231	294	5	low	low	ADJ
cana-4231	294	6	power	power	NOUN
cana-4231	294	7	ai	ai	NOUN
cana-4231	294	8	and	and	CCONJ
cana-4231	294	9	large	large	ADJ
cana-4231	294	10	scale	scale	NOUN
cana-4231	294	11	iot	iot	NOUN
cana-4231	294	12	deployments	deployment	NOUN
cana-4231	294	13	:	:	PUNCT
cana-4231	294	14	a	a	DET
cana-4231	294	15	systematic	systematic	ADJ
cana-4231	294	16	review	review	NOUN
cana-4231	294	17	.	.	PUNCT
cana-4231	295	1	future	future	ADJ
cana-4231	295	2	internet	internet	NOUN
cana-4231	295	3	,	,	PUNCT
cana-4231	295	4	14(12	14(12	NUM
cana-4231	295	5	)	)	PUNCT
cana-4231	295	6	,	,	PUNCT
cana-4231	295	7	363	363	NUM
cana-4231	295	8	.	.	X
cana-4231	296	1	24	24	NUM
cana-4231	296	2	.	.	X
cana-4231	296	3	agyemang	agyemang	PROPN
cana-4231	296	4	,	,	PUNCT
cana-4231	296	5	j.	j.	PROPN
cana-4231	296	6	o.	o.	PROPN
cana-4231	296	7	,	,	PUNCT
cana-4231	296	8	yu	yu	PROPN
cana-4231	296	9	,	,	PUNCT
cana-4231	296	10	d.	d.	PROPN
cana-4231	296	11	,	,	PUNCT
cana-4231	296	12	&	&	CCONJ
cana-4231	296	13	kponyo	kponyo	PROPN
cana-4231	296	14	,	,	PUNCT
cana-4231	296	15	j.	j.	PROPN
cana-4231	296	16	j.	j.	PROPN
cana-4231	296	17	(	(	PUNCT
cana-4231	296	18	2021	2021	NUM
cana-4231	296	19	,	,	PUNCT
cana-4231	296	20	september	september	PROPN
cana-4231	296	21	)	)	PUNCT
cana-4231	296	22	.	.	PUNCT
cana-4231	297	1	autonomic	autonomic	ADJ
cana-4231	297	2	iot	iot	NOUN
cana-4231	297	3	:	:	PUNCT
cana-4231	297	4	towards	towards	ADP
cana-4231	297	5	smart	smart	ADJ
cana-4231	297	6	system	system	NOUN
cana-4231	297	7	components	component	NOUN
cana-4231	297	8	with	with	ADP
cana-4231	297	9	cognitive	cognitive	ADJ
cana-4231	297	10	iot	iot	NOUN
cana-4231	297	11	.	.	PUNCT
cana-4231	298	1	in	in	ADP
cana-4231	298	2	pan	pan	ADJ
cana-4231	298	3	-	-	ADJ
cana-4231	298	4	african	african	ADJ
cana-4231	298	5	artificial	artificial	ADJ
cana-4231	298	6	intelligence	intelligence	NOUN
cana-4231	298	7	and	and	CCONJ
cana-4231	298	8	smart	smart	ADJ
cana-4231	298	9	systems	system	NOUN
cana-4231	298	10	conference	conference	NOUN
cana-4231	298	11	(	(	PUNCT
cana-4231	298	12	pp	pp	ADJ
cana-4231	298	13	.	.	PUNCT
cana-4231	298	14	248	248	NUM
cana-4231	298	15	-	-	SYM
cana-4231	298	16	265	265	NUM
cana-4231	298	17	)	)	PUNCT
cana-4231	298	18	.	.	PUNCT
cana-4231	299	1	cham	cham	PROPN
cana-4231	299	2	:	:	PUNCT
cana-4231	299	3	springer	springer	NOUN
cana-4231	299	4	international	international	ADJ
cana-4231	299	5	publishing	publishing	NOUN
cana-4231	299	6	.	.	PUNCT
cana-4231	300	1	25	25	NUM
cana-4231	300	2	.	.	PUNCT
cana-4231	301	1	mehmood	mehmood	PROPN
cana-4231	301	2	,	,	PUNCT
cana-4231	301	3	m.	m.	NOUN
cana-4231	301	4	y.	y.	PROPN
cana-4231	301	5	,	,	PUNCT
cana-4231	301	6	oad	oad	NOUN
cana-4231	301	7	,	,	PUNCT
cana-4231	301	8	a.	a.	NOUN
cana-4231	301	9	,	,	PUNCT
cana-4231	301	10	abrar	abrar	PROPN
cana-4231	301	11	,	,	PUNCT
cana-4231	301	12	m.	m.	NOUN
cana-4231	301	13	,	,	PUNCT
cana-4231	301	14	munir	munir	PROPN
cana-4231	301	15	,	,	PUNCT
cana-4231	301	16	h.	h.	PROPN
cana-4231	301	17	m.	m.	PROPN
cana-4231	301	18	,	,	PUNCT
cana-4231	301	19	hasan	hasan	PROPN
cana-4231	301	20	,	,	PUNCT
cana-4231	301	21	s.	s.	PROPN
cana-4231	301	22	f.	f.	PROPN
cana-4231	301	23	,	,	PUNCT
cana-4231	301	24	muqeet	muqeet	PROPN
cana-4231	301	25	,	,	PUNCT
cana-4231	301	26	h.	h.	PROPN
cana-4231	301	27	a.	a.	PROPN
cana-4231	301	28	u.	u.	PROPN
cana-4231	301	29	,	,	PUNCT
cana-4231	301	30	&	&	CCONJ
cana-4231	301	31	golilarz	golilarz	PROPN
cana-4231	301	32	,	,	PUNCT
cana-4231	301	33	n.	n.	NOUN
cana-4231	301	34	a.	a.	NOUN
cana-4231	301	35	(	(	PUNCT
cana-4231	301	36	2021	2021	NUM
cana-4231	301	37	)	)	PUNCT
cana-4231	301	38	.	.	PUNCT
cana-4231	302	1	edge	edge	NOUN
cana-4231	302	2	computing	compute	VERB
cana-4231	302	3	for	for	ADP
cana-4231	302	4	iot‐enabled	iot‐enabled	ADJ
cana-4231	302	5	smart	smart	ADJ
cana-4231	302	6	grid	grid	NOUN
cana-4231	302	7	.	.	PUNCT
cana-4231	303	1	security	security	NOUN
cana-4231	303	2	and	and	CCONJ
cana-4231	303	3	communication	communication	NOUN
cana-4231	303	4	networks	network	NOUN
cana-4231	303	5	,	,	PUNCT
cana-4231	303	6	2021(1	2021(1	NUM
cana-4231	303	7	)	)	PUNCT
cana-4231	303	8	,	,	PUNCT
cana-4231	303	9	5524025	5524025	NUM
cana-4231	303	10	.	.	PUNCT
cana-4231	304	1	communications	communication	NOUN
cana-4231	304	2	on	on	ADP
cana-4231	304	3	applied	apply	VERB
cana-4231	304	4	nonlinear	nonlinear	ADJ
cana-4231	304	5	analysis	analysis	NOUN
cana-4231	304	6	issn	issn	NOUN
cana-4231	304	7	:	:	PUNCT
cana-4231	304	8	1074	1074	NUM
cana-4231	304	9	-	-	PUNCT
cana-4231	304	10	133x	133x	NUM
cana-4231	304	11	vol	vol	NOUN
cana-4231	304	12	32	32	NUM
cana-4231	304	13	no	no	NOUN
cana-4231	304	14	.	.	PUNCT
cana-4231	305	1	9s	9s	NUM
cana-4231	305	2	(	(	PUNCT
cana-4231	305	3	2025	2025	NUM
cana-4231	305	4	)	)	PUNCT
cana-4231	305	5	1586	1586	NUM
cana-4231	305	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4231	305	7	26	26	NUM
cana-4231	305	8	.	.	PUNCT
cana-4231	306	1	qasem	qasem	ADJ
cana-4231	306	2	,	,	PUNCT
cana-4231	306	3	a.	a.	NOUN
cana-4231	306	4	,	,	PUNCT
cana-4231	306	5	shirani	shirani	ADJ
cana-4231	306	6	,	,	PUNCT
cana-4231	306	7	p.	p.	NOUN
cana-4231	306	8	,	,	PUNCT
cana-4231	306	9	debbabi	debbabi	PROPN
cana-4231	306	10	,	,	PUNCT
cana-4231	306	11	m.	m.	NOUN
cana-4231	306	12	,	,	PUNCT
cana-4231	306	13	wang	wang	PROPN
cana-4231	306	14	,	,	PUNCT
cana-4231	306	15	l.	l.	PROPN
cana-4231	306	16	,	,	PUNCT
cana-4231	306	17	lebel	lebel	PROPN
cana-4231	306	18	,	,	PUNCT
cana-4231	306	19	b.	b.	PROPN
cana-4231	306	20	,	,	PUNCT
cana-4231	306	21	&	&	CCONJ
cana-4231	306	22	agba	agba	PROPN
cana-4231	306	23	,	,	PUNCT
cana-4231	306	24	b.	b.	PROPN
cana-4231	306	25	l.	l.	PROPN
cana-4231	306	26	(	(	PUNCT
cana-4231	306	27	2021	2021	NUM
cana-4231	306	28	)	)	PUNCT
cana-4231	306	29	.	.	PUNCT
cana-4231	307	1	automatic	automatic	ADJ
cana-4231	307	2	vulnerability	vulnerability	NOUN
cana-4231	307	3	detection	detection	NOUN
cana-4231	307	4	in	in	ADP
cana-4231	307	5	embedded	embed	VERB
cana-4231	307	6	devices	device	NOUN
cana-4231	307	7	and	and	CCONJ
cana-4231	307	8	firmware	firmware	NOUN
cana-4231	307	9	:	:	PUNCT
cana-4231	307	10	survey	survey	NOUN
cana-4231	307	11	and	and	CCONJ
cana-4231	307	12	layered	layered	ADJ
cana-4231	307	13	taxonomies	taxonomy	NOUN
cana-4231	307	14	.	.	PUNCT
cana-4231	308	1	acm	acm	PROPN
cana-4231	308	2	computing	computing	NOUN
cana-4231	308	3	surveys	survey	NOUN
cana-4231	308	4	(	(	PUNCT
cana-4231	308	5	csur	csur	NOUN
cana-4231	308	6	)	)	PUNCT
cana-4231	308	7	,	,	PUNCT
cana-4231	308	8	54(2	54(2	NUM
cana-4231	308	9	)	)	PUNCT
cana-4231	308	10	,	,	PUNCT
cana-4231	308	11	1	1	NUM
cana-4231	308	12	-	-	SYM
cana-4231	308	13	42	42	NUM
cana-4231	308	14	.	.	PUNCT
cana-4231	309	1	27	27	NUM
cana-4231	309	2	.	.	PUNCT
cana-4231	310	1	shammar	shammar	PROPN
cana-4231	310	2	,	,	PUNCT
cana-4231	310	3	e.	e.	PROPN
cana-4231	310	4	a.	a.	PROPN
cana-4231	310	5	,	,	PUNCT
cana-4231	310	6	&	&	CCONJ
cana-4231	310	7	zahary	zahary	PROPN
cana-4231	310	8	,	,	PUNCT
cana-4231	310	9	a.	a.	NOUN
cana-4231	310	10	t.	t.	PROPN
cana-4231	310	11	(	(	PUNCT
cana-4231	310	12	2020	2020	NUM
cana-4231	310	13	)	)	PUNCT
cana-4231	310	14	.	.	PUNCT
cana-4231	311	1	the	the	DET
cana-4231	311	2	internet	internet	NOUN
cana-4231	311	3	of	of	ADP
cana-4231	311	4	things	thing	NOUN
cana-4231	311	5	(	(	PUNCT
cana-4231	311	6	iot	iot	NOUN
cana-4231	311	7	):	):	PUNCT
cana-4231	311	8	a	a	DET
cana-4231	311	9	survey	survey	NOUN
cana-4231	311	10	of	of	ADP
cana-4231	311	11	techniques	technique	NOUN
cana-4231	311	12	,	,	PUNCT
cana-4231	311	13	operating	operating	NOUN
cana-4231	311	14	systems	system	NOUN
cana-4231	311	15	,	,	PUNCT
cana-4231	311	16	and	and	CCONJ
cana-4231	311	17	trends	trend	NOUN
cana-4231	311	18	.	.	PUNCT
cana-4231	312	1	library	library	NOUN
cana-4231	312	2	hi	hi	INTJ
cana-4231	312	3	tech	tech	NOUN
cana-4231	312	4	,	,	PUNCT
cana-4231	312	5	38(1	38(1	NUM
cana-4231	312	6	)	)	PUNCT
cana-4231	312	7	,	,	PUNCT
cana-4231	312	8	5	5	NUM
cana-4231	312	9	-	-	SYM
cana-4231	312	10	66	66	NUM
cana-4231	312	11	.	.	PUNCT
cana-4231	313	1	28	28	NUM
cana-4231	313	2	.	.	PUNCT
cana-4231	314	1	mawlood	mawlood	PROPN
cana-4231	314	2	hussein	hussein	PROPN
cana-4231	314	3	,	,	PUNCT
cana-4231	314	4	s.	s.	PROPN
cana-4231	314	5	,	,	PUNCT
cana-4231	314	6	lópez	lópez	PROPN
cana-4231	314	7	ramos	ramos	PROPN
cana-4231	314	8	,	,	PUNCT
cana-4231	314	9	j.	j.	PROPN
cana-4231	314	10	a.	a.	PROPN
cana-4231	314	11	,	,	PUNCT
cana-4231	314	12	&	&	CCONJ
cana-4231	314	13	alvarez	alvarez	PROPN
cana-4231	314	14	bermejo	bermejo	PROPN
cana-4231	314	15	,	,	PUNCT
cana-4231	314	16	j.	j.	PROPN
cana-4231	314	17	a.	a.	PROPN
cana-4231	314	18	(	(	PUNCT
cana-4231	314	19	2020	2020	NUM
cana-4231	314	20	)	)	PUNCT
cana-4231	314	21	.	.	PUNCT
cana-4231	315	1	distributed	distribute	VERB
cana-4231	315	2	key	key	ADJ
cana-4231	315	3	management	management	NOUN
cana-4231	315	4	to	to	PART
cana-4231	315	5	secure	secure	VERB
cana-4231	315	6	iot	iot	ADJ
cana-4231	315	7	wireless	wireless	ADJ
cana-4231	315	8	sensor	sensor	NOUN
cana-4231	315	9	networks	network	NOUN
cana-4231	315	10	in	in	ADP
cana-4231	315	11	smart	smart	ADJ
cana-4231	315	12	-	-	PUNCT
cana-4231	315	13	agro	agro	NOUN
cana-4231	315	14	.	.	PUNCT
cana-4231	315	15	sensors	sensor	NOUN
cana-4231	315	16	,	,	PUNCT
cana-4231	315	17	20(8	20(8	NOUN
cana-4231	315	18	)	)	PUNCT
cana-4231	315	19	,	,	PUNCT
cana-4231	315	20	2242	2242	NUM
cana-4231	315	21	.	.	PUNCT
cana-4231	316	1	29	29	NUM
cana-4231	316	2	.	.	X
cana-4231	317	1	hameed	hameed	PROPN
cana-4231	317	2	,	,	PUNCT
cana-4231	317	3	s.	s.	PROPN
cana-4231	317	4	,	,	PUNCT
cana-4231	317	5	khan	khan	PROPN
cana-4231	317	6	,	,	PUNCT
cana-4231	317	7	f.	f.	PROPN
cana-4231	317	8	i.	i.	PROPN
cana-4231	317	9	,	,	PUNCT
cana-4231	317	10	&	&	CCONJ
cana-4231	317	11	hameed	hameed	PROPN
cana-4231	317	12	,	,	PUNCT
cana-4231	317	13	b.	b.	PROPN
cana-4231	317	14	(	(	PUNCT
cana-4231	317	15	2019	2019	NUM
cana-4231	317	16	)	)	PUNCT
cana-4231	317	17	.	.	PUNCT
cana-4231	318	1	understanding	understand	VERB
cana-4231	318	2	security	security	NOUN
cana-4231	318	3	requirements	requirement	NOUN
cana-4231	318	4	and	and	CCONJ
cana-4231	318	5	challenges	challenge	NOUN
cana-4231	318	6	in	in	ADP
cana-4231	318	7	internet	internet	NOUN
cana-4231	318	8	of	of	ADP
cana-4231	318	9	things	thing	NOUN
cana-4231	318	10	(	(	PUNCT
cana-4231	318	11	iot	iot	NOUN
cana-4231	318	12	):	):	PUNCT
cana-4231	318	13	a	a	DET
cana-4231	318	14	review	review	NOUN
cana-4231	318	15	.	.	PUNCT
cana-4231	319	1	journal	journal	PROPN
cana-4231	319	2	of	of	ADP
cana-4231	319	3	computer	computer	NOUN
cana-4231	319	4	networks	network	NOUN
cana-4231	319	5	and	and	CCONJ
cana-4231	319	6	communications	communication	NOUN
cana-4231	319	7	,	,	PUNCT
cana-4231	319	8	2019(1	2019(1	NUM
cana-4231	319	9	)	)	PUNCT
cana-4231	319	10	,	,	PUNCT
cana-4231	319	11	9629381	9629381	NUM
cana-4231	319	12	.	.	PUNCT