id	sid	tid	token	lemma	pos
american_scientific_journal-11675	1	1	54	54	NUM
american_scientific_journal-11675	1	2	american	american	ADJ
american_scientific_journal-11675	1	3	academic	academic	ADJ
american_scientific_journal-11675	1	4	scientific	scientific	ADJ
american_scientific_journal-11675	1	5	research	research	NOUN
american_scientific_journal-11675	1	6	journal	journal	NOUN
american_scientific_journal-11675	1	7	for	for	ADP
american_scientific_journal-11675	1	8	engineering	engineering	NOUN
american_scientific_journal-11675	1	9	,	,	PUNCT
american_scientific_journal-11675	1	10	technology	technology	NOUN
american_scientific_journal-11675	1	11	,	,	PUNCT
american_scientific_journal-11675	1	12	and	and	CCONJ
american_scientific_journal-11675	1	13	sciences	sciences	PROPN
american_scientific_journal-11675	1	14	issn	issn	PROPN
american_scientific_journal-11675	1	15	(	(	PUNCT
american_scientific_journal-11675	1	16	print	print	NOUN
american_scientific_journal-11675	1	17	)	)	PUNCT
american_scientific_journal-11675	1	18	2313	2313	NUM
american_scientific_journal-11675	1	19	-	-	SYM
american_scientific_journal-11675	1	20	4410	4410	NUM
american_scientific_journal-11675	1	21	,	,	PUNCT
american_scientific_journal-11675	1	22	issn	issn	PROPN
american_scientific_journal-11675	1	23	(	(	PUNCT
american_scientific_journal-11675	1	24	online	online	ADJ
american_scientific_journal-11675	1	25	)	)	PUNCT
american_scientific_journal-11675	1	26	2313	2313	NUM
american_scientific_journal-11675	1	27	-	-	SYM
american_scientific_journal-11675	1	28	4402	4402	NUM
american_scientific_journal-11675	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11675	1	30	technologies	technology	NOUN
american_scientific_journal-11675	1	31	and	and	CCONJ
american_scientific_journal-11675	1	32	methods	method	NOUN
american_scientific_journal-11675	1	33	for	for	ADP
american_scientific_journal-11675	1	34	optimizing	optimize	VERB
american_scientific_journal-11675	1	35	web	web	NOUN
american_scientific_journal-11675	1	36	application	application	NOUN
american_scientific_journal-11675	1	37	performance	performance	NOUN
american_scientific_journal-11675	1	38	anastasiia	anastasiia	NOUN
american_scientific_journal-11675	1	39	perih	perih	NOUN
american_scientific_journal-11675	1	40	*	*	PUNCT
american_scientific_journal-11675	1	41	full	full	ADJ
american_scientific_journal-11675	1	42	stack	stack	NOUN
american_scientific_journal-11675	1	43	software	software	NOUN
american_scientific_journal-11675	1	44	engineer	engineer	NOUN
american_scientific_journal-11675	1	45	at	at	ADP
american_scientific_journal-11675	1	46	northspyre	northspyre	NOUN
american_scientific_journal-11675	1	47	,	,	PUNCT
american_scientific_journal-11675	1	48	jersey	jersey	PROPN
american_scientific_journal-11675	1	49	city	city	PROPN
american_scientific_journal-11675	1	50	,	,	PUNCT
american_scientific_journal-11675	1	51	nj	nj	PROPN
american_scientific_journal-11675	1	52	,	,	PUNCT
american_scientific_journal-11675	1	53	us	us	PROPN
american_scientific_journal-11675	1	54	email	email	NOUN
american_scientific_journal-11675	1	55	:	:	PUNCT
american_scientific_journal-11675	1	56	anastasiia.perih@northspyre.com	anastasiia.perih@northspyre.com	X
american_scientific_journal-11675	1	57	abstract	abstract	ADJ
american_scientific_journal-11675	1	58	the	the	DET
american_scientific_journal-11675	1	59	article	article	NOUN
american_scientific_journal-11675	1	60	reviews	review	VERB
american_scientific_journal-11675	1	61	modern	modern	ADJ
american_scientific_journal-11675	1	62	technologies	technology	NOUN
american_scientific_journal-11675	1	63	and	and	CCONJ
american_scientific_journal-11675	1	64	methods	method	NOUN
american_scientific_journal-11675	1	65	applied	apply	VERB
american_scientific_journal-11675	1	66	to	to	PART
american_scientific_journal-11675	1	67	optimize	optimize	VERB
american_scientific_journal-11675	1	68	web	web	NOUN
american_scientific_journal-11675	1	69	application	application	NOUN
american_scientific_journal-11675	1	70	performance	performance	NOUN
american_scientific_journal-11675	1	71	,	,	PUNCT
american_scientific_journal-11675	1	72	emphasizing	emphasize	VERB
american_scientific_journal-11675	1	73	the	the	DET
american_scientific_journal-11675	1	74	direct	direct	ADJ
american_scientific_journal-11675	1	75	impact	impact	NOUN
american_scientific_journal-11675	1	76	of	of	ADP
american_scientific_journal-11675	1	77	site	site	NOUN
american_scientific_journal-11675	1	78	speed	speed	NOUN
american_scientific_journal-11675	1	79	on	on	ADP
american_scientific_journal-11675	1	80	user	user	NOUN
american_scientific_journal-11675	1	81	experience	experience	NOUN
american_scientific_journal-11675	1	82	,	,	PUNCT
american_scientific_journal-11675	1	83	business	business	NOUN
american_scientific_journal-11675	1	84	performance	performance	NOUN
american_scientific_journal-11675	1	85	,	,	PUNCT
american_scientific_journal-11675	1	86	and	and	CCONJ
american_scientific_journal-11675	1	87	competitive	competitive	ADJ
american_scientific_journal-11675	1	88	positioning	positioning	NOUN
american_scientific_journal-11675	1	89	.	.	PUNCT
american_scientific_journal-11675	2	1	the	the	DET
american_scientific_journal-11675	2	2	authors	author	NOUN
american_scientific_journal-11675	2	3	analyze	analyze	VERB
american_scientific_journal-11675	2	4	contemporary	contemporary	ADJ
american_scientific_journal-11675	2	5	approaches	approach	NOUN
american_scientific_journal-11675	2	6	for	for	ADP
american_scientific_journal-11675	2	7	enhancing	enhance	VERB
american_scientific_journal-11675	2	8	both	both	PRON
american_scientific_journal-11675	2	9	front	front	ADJ
american_scientific_journal-11675	2	10	-	-	PUNCT
american_scientific_journal-11675	2	11	end	end	NOUN
american_scientific_journal-11675	2	12	and	and	CCONJ
american_scientific_journal-11675	2	13	back	back	ADJ
american_scientific_journal-11675	2	14	-	-	PUNCT
american_scientific_journal-11675	2	15	end	end	NOUN
american_scientific_journal-11675	2	16	performance	performance	NOUN
american_scientific_journal-11675	2	17	.	.	PUNCT
american_scientific_journal-11675	3	1	front	front	ADJ
american_scientific_journal-11675	3	2	-	-	PUNCT
american_scientific_journal-11675	3	3	end	end	NOUN
american_scientific_journal-11675	3	4	strategies	strategy	NOUN
american_scientific_journal-11675	3	5	discussed	discuss	VERB
american_scientific_journal-11675	3	6	include	include	VERB
american_scientific_journal-11675	3	7	code	code	NOUN
american_scientific_journal-11675	3	8	splitting	splitting	NOUN
american_scientific_journal-11675	3	9	,	,	PUNCT
american_scientific_journal-11675	3	10	lazy	lazy	ADJ
american_scientific_journal-11675	3	11	loading	loading	NOUN
american_scientific_journal-11675	3	12	,	,	PUNCT
american_scientific_journal-11675	3	13	server	server	NOUN
american_scientific_journal-11675	3	14	-	-	PUNCT
american_scientific_journal-11675	3	15	side	side	NOUN
american_scientific_journal-11675	3	16	rendering	rendering	NOUN
american_scientific_journal-11675	3	17	(	(	PUNCT
american_scientific_journal-11675	3	18	ssr	ssr	NOUN
american_scientific_journal-11675	3	19	)	)	PUNCT
american_scientific_journal-11675	3	20	,	,	PUNCT
american_scientific_journal-11675	3	21	image	image	NOUN
american_scientific_journal-11675	3	22	optimization	optimization	NOUN
american_scientific_journal-11675	3	23	,	,	PUNCT
american_scientific_journal-11675	3	24	and	and	CCONJ
american_scientific_journal-11675	3	25	minimizing	minimize	VERB
american_scientific_journal-11675	3	26	render	render	VERB
american_scientific_journal-11675	3	27	-	-	PUNCT
american_scientific_journal-11675	3	28	blocking	block	VERB
american_scientific_journal-11675	3	29	resources	resource	NOUN
american_scientific_journal-11675	3	30	.	.	PUNCT
american_scientific_journal-11675	4	1	back	back	ADJ
american_scientific_journal-11675	4	2	-	-	PUNCT
american_scientific_journal-11675	4	3	end	end	NOUN
american_scientific_journal-11675	4	4	methods	method	NOUN
american_scientific_journal-11675	4	5	encompass	encompass	VERB
american_scientific_journal-11675	4	6	various	various	ADJ
american_scientific_journal-11675	4	7	caching	cache	VERB
american_scientific_journal-11675	4	8	strategies	strategy	NOUN
american_scientific_journal-11675	4	9	,	,	PUNCT
american_scientific_journal-11675	4	10	database	database	NOUN
american_scientific_journal-11675	4	11	query	query	NOUN
american_scientific_journal-11675	4	12	optimization	optimization	NOUN
american_scientific_journal-11675	4	13	,	,	PUNCT
american_scientific_journal-11675	4	14	effective	effective	ADJ
american_scientific_journal-11675	4	15	api	api	NOUN
american_scientific_journal-11675	4	16	design	design	NOUN
american_scientific_journal-11675	4	17	—	—	PUNCT
american_scientific_journal-11675	4	18	particularly	particularly	ADV
american_scientific_journal-11675	4	19	comparing	compare	VERB
american_scientific_journal-11675	4	20	graphql	graphql	NOUN
american_scientific_journal-11675	4	21	and	and	CCONJ
american_scientific_journal-11675	4	22	rest	rest	NOUN
american_scientific_journal-11675	4	23	—	—	PUNCT
american_scientific_journal-11675	4	24	and	and	CCONJ
american_scientific_journal-11675	4	25	deployment	deployment	NOUN
american_scientific_journal-11675	4	26	of	of	ADP
american_scientific_journal-11675	4	27	content	content	NOUN
american_scientific_journal-11675	4	28	delivery	delivery	NOUN
american_scientific_journal-11675	4	29	networks	network	NOUN
american_scientific_journal-11675	4	30	(	(	PUNCT
american_scientific_journal-11675	4	31	cdns	cdns	PROPN
american_scientific_journal-11675	4	32	)	)	PUNCT
american_scientific_journal-11675	4	33	alongside	alongside	ADP
american_scientific_journal-11675	4	34	edge	edge	NOUN
american_scientific_journal-11675	4	35	computing	computing	NOUN
american_scientific_journal-11675	4	36	solutions	solution	NOUN
american_scientific_journal-11675	4	37	.	.	PUNCT
american_scientific_journal-11675	5	1	a	a	DET
american_scientific_journal-11675	5	2	structured	structure	VERB
american_scientific_journal-11675	5	3	review	review	NOUN
american_scientific_journal-11675	5	4	methodology	methodology	NOUN
american_scientific_journal-11675	5	5	was	be	AUX
american_scientific_journal-11675	5	6	applied	apply	VERB
american_scientific_journal-11675	5	7	,	,	PUNCT
american_scientific_journal-11675	5	8	synthesizing	synthesize	VERB
american_scientific_journal-11675	5	9	recent	recent	ADJ
american_scientific_journal-11675	5	10	peer	peer	NOUN
american_scientific_journal-11675	5	11	-	-	PUNCT
american_scientific_journal-11675	5	12	reviewed	review	VERB
american_scientific_journal-11675	5	13	literature	literature	NOUN
american_scientific_journal-11675	5	14	,	,	PUNCT
american_scientific_journal-11675	5	15	expert	expert	NOUN
american_scientific_journal-11675	5	16	reports	report	NOUN
american_scientific_journal-11675	5	17	,	,	PUNCT
american_scientific_journal-11675	5	18	and	and	CCONJ
american_scientific_journal-11675	5	19	empirical	empirical	ADJ
american_scientific_journal-11675	5	20	case	case	NOUN
american_scientific_journal-11675	5	21	studies	study	NOUN
american_scientific_journal-11675	5	22	from	from	ADP
american_scientific_journal-11675	5	23	industry	industry	NOUN
american_scientific_journal-11675	5	24	settings	setting	NOUN
american_scientific_journal-11675	5	25	published	publish	VERB
american_scientific_journal-11675	5	26	within	within	ADP
american_scientific_journal-11675	5	27	the	the	DET
american_scientific_journal-11675	5	28	past	past	ADJ
american_scientific_journal-11675	5	29	five	five	NUM
american_scientific_journal-11675	5	30	years	year	NOUN
american_scientific_journal-11675	5	31	.	.	PUNCT
american_scientific_journal-11675	6	1	quantitative	quantitative	ADJ
american_scientific_journal-11675	6	2	data	datum	NOUN
american_scientific_journal-11675	6	3	are	be	AUX
american_scientific_journal-11675	6	4	provided	provide	VERB
american_scientific_journal-11675	6	5	,	,	PUNCT
american_scientific_journal-11675	6	6	illustrating	illustrate	VERB
american_scientific_journal-11675	6	7	significant	significant	ADJ
american_scientific_journal-11675	6	8	performance	performance	NOUN
american_scientific_journal-11675	6	9	improvements	improvement	NOUN
american_scientific_journal-11675	6	10	,	,	PUNCT
american_scientific_journal-11675	6	11	including	include	VERB
american_scientific_journal-11675	6	12	latency	latency	NOUN
american_scientific_journal-11675	6	13	reduction	reduction	NOUN
american_scientific_journal-11675	6	14	,	,	PUNCT
american_scientific_journal-11675	6	15	increased	increase	VERB
american_scientific_journal-11675	6	16	throughput	throughput	NOUN
american_scientific_journal-11675	6	17	,	,	PUNCT
american_scientific_journal-11675	6	18	and	and	CCONJ
american_scientific_journal-11675	6	19	enhanced	enhance	VERB
american_scientific_journal-11675	6	20	user	user	NOUN
american_scientific_journal-11675	6	21	interaction	interaction	NOUN
american_scientific_journal-11675	6	22	metrics	metric	NOUN
american_scientific_journal-11675	6	23	.	.	PUNCT
american_scientific_journal-11675	7	1	the	the	DET
american_scientific_journal-11675	7	2	authors	author	NOUN
american_scientific_journal-11675	7	3	highlight	highlight	VERB
american_scientific_journal-11675	7	4	practical	practical	ADJ
american_scientific_journal-11675	7	5	implementation	implementation	NOUN
american_scientific_journal-11675	7	6	considerations	consideration	NOUN
american_scientific_journal-11675	7	7	and	and	CCONJ
american_scientific_journal-11675	7	8	trade	trade	NOUN
american_scientific_journal-11675	7	9	-	-	PUNCT
american_scientific_journal-11675	7	10	offs	off	NOUN
american_scientific_journal-11675	7	11	inherent	inherent	ADJ
american_scientific_journal-11675	7	12	to	to	ADP
american_scientific_journal-11675	7	13	each	each	DET
american_scientific_journal-11675	7	14	technique	technique	NOUN
american_scientific_journal-11675	7	15	.	.	PUNCT
american_scientific_journal-11675	8	1	presented	present	VERB
american_scientific_journal-11675	8	2	findings	finding	NOUN
american_scientific_journal-11675	8	3	contribute	contribute	VERB
american_scientific_journal-11675	8	4	valuable	valuable	ADJ
american_scientific_journal-11675	8	5	insights	insight	NOUN
american_scientific_journal-11675	8	6	for	for	ADP
american_scientific_journal-11675	8	7	developers	developer	NOUN
american_scientific_journal-11675	8	8	,	,	PUNCT
american_scientific_journal-11675	8	9	system	system	NOUN
american_scientific_journal-11675	8	10	architects	architect	NOUN
american_scientific_journal-11675	8	11	,	,	PUNCT
american_scientific_journal-11675	8	12	and	and	CCONJ
american_scientific_journal-11675	8	13	researchers	researcher	NOUN
american_scientific_journal-11675	8	14	aiming	aim	VERB
american_scientific_journal-11675	8	15	to	to	PART
american_scientific_journal-11675	8	16	deliver	deliver	VERB
american_scientific_journal-11675	8	17	faster	fast	ADV
american_scientific_journal-11675	8	18	,	,	PUNCT
american_scientific_journal-11675	8	19	more	more	ADV
american_scientific_journal-11675	8	20	reliable	reliable	ADJ
american_scientific_journal-11675	8	21	,	,	PUNCT
american_scientific_journal-11675	8	22	and	and	CCONJ
american_scientific_journal-11675	8	23	user	user	NOUN
american_scientific_journal-11675	8	24	-	-	PUNCT
american_scientific_journal-11675	8	25	friendly	friendly	ADJ
american_scientific_journal-11675	8	26	web	web	NOUN
american_scientific_journal-11675	8	27	applications	application	NOUN
american_scientific_journal-11675	8	28	.	.	PUNCT
american_scientific_journal-11675	9	1	keywords	keyword	NOUN
american_scientific_journal-11675	9	2	:	:	PUNCT
american_scientific_journal-11675	9	3	web	web	NOUN
american_scientific_journal-11675	9	4	performance	performance	NOUN
american_scientific_journal-11675	9	5	optimization	optimization	NOUN
american_scientific_journal-11675	9	6	;	;	PUNCT
american_scientific_journal-11675	9	7	server	server	NOUN
american_scientific_journal-11675	9	8	-	-	PUNCT
american_scientific_journal-11675	9	9	side	side	NOUN
american_scientific_journal-11675	9	10	rendering	rendering	NOUN
american_scientific_journal-11675	9	11	;	;	PUNCT
american_scientific_journal-11675	9	12	lazy	lazy	ADJ
american_scientific_journal-11675	9	13	loading	loading	NOUN
american_scientific_journal-11675	9	14	;	;	PUNCT
american_scientific_journal-11675	9	15	code	code	NOUN
american_scientific_journal-11675	9	16	splitting	splitting	NOUN
american_scientific_journal-11675	9	17	;	;	PUNCT
american_scientific_journal-11675	9	18	caching	cache	VERB
american_scientific_journal-11675	9	19	strategies	strategy	NOUN
american_scientific_journal-11675	9	20	;	;	PUNCT
american_scientific_journal-11675	9	21	content	content	NOUN
american_scientific_journal-11675	9	22	delivery	delivery	NOUN
american_scientific_journal-11675	9	23	networks	network	NOUN
american_scientific_journal-11675	9	24	;	;	PUNCT
american_scientific_journal-11675	9	25	database	database	NOUN
american_scientific_journal-11675	9	26	optimization	optimization	NOUN
american_scientific_journal-11675	9	27	;	;	PUNCT
american_scientific_journal-11675	9	28	graphql	graphql	NOUN
american_scientific_journal-11675	9	29	;	;	PUNCT
american_scientific_journal-11675	9	30	edge	edge	NOUN
american_scientific_journal-11675	9	31	computing	computing	NOUN
american_scientific_journal-11675	9	32	;	;	PUNCT
american_scientific_journal-11675	9	33	front	front	ADJ
american_scientific_journal-11675	9	34	-	-	PUNCT
american_scientific_journal-11675	9	35	end	end	NOUN
american_scientific_journal-11675	9	36	techniques	technique	NOUN
american_scientific_journal-11675	9	37	.	.	PUNCT
american_scientific_journal-11675	10	1	1	1	X
american_scientific_journal-11675	10	2	.	.	X
american_scientific_journal-11675	10	3	introduction	introduction	NOUN
american_scientific_journal-11675	10	4	web	web	NOUN
american_scientific_journal-11675	10	5	application	application	NOUN
american_scientific_journal-11675	10	6	performance	performance	NOUN
american_scientific_journal-11675	10	7	is	be	AUX
american_scientific_journal-11675	10	8	a	a	DET
american_scientific_journal-11675	10	9	critical	critical	ADJ
american_scientific_journal-11675	10	10	factor	factor	NOUN
american_scientific_journal-11675	10	11	that	that	PRON
american_scientific_journal-11675	10	12	directly	directly	ADV
american_scientific_journal-11675	10	13	impacts	impact	VERB
american_scientific_journal-11675	10	14	user	user	NOUN
american_scientific_journal-11675	10	15	experience	experience	NOUN
american_scientific_journal-11675	10	16	and	and	CCONJ
american_scientific_journal-11675	10	17	business	business	NOUN
american_scientific_journal-11675	10	18	outcomes	outcome	NOUN
american_scientific_journal-11675	10	19	.	.	PUNCT
american_scientific_journal-11675	11	1	even	even	ADV
american_scientific_journal-11675	11	2	small	small	ADJ
american_scientific_journal-11675	11	3	improvements	improvement	NOUN
american_scientific_journal-11675	11	4	or	or	CCONJ
american_scientific_journal-11675	11	5	delays	delay	NOUN
american_scientific_journal-11675	11	6	can	can	AUX
american_scientific_journal-11675	11	7	have	have	VERB
american_scientific_journal-11675	11	8	significant	significant	ADJ
american_scientific_journal-11675	11	9	effects	effect	NOUN
american_scientific_journal-11675	11	10	on	on	ADP
american_scientific_journal-11675	11	11	user	user	NOUN
american_scientific_journal-11675	11	12	behavior	behavior	NOUN
american_scientific_journal-11675	11	13	.	.	PUNCT
american_scientific_journal-11675	12	1	for	for	ADP
american_scientific_journal-11675	12	2	example	example	NOUN
american_scientific_journal-11675	12	3	,	,	PUNCT
american_scientific_journal-11675	12	4	a	a	DET
american_scientific_journal-11675	12	5	study	study	NOUN
american_scientific_journal-11675	12	6	found	find	VERB
american_scientific_journal-11675	12	7	that	that	SCONJ
american_scientific_journal-11675	12	8	a	a	DET
american_scientific_journal-11675	12	9	mere	mere	ADJ
american_scientific_journal-11675	12	10	0.1	0.1	NUM
american_scientific_journal-11675	12	11	-	-	PUNCT
american_scientific_journal-11675	12	12	second	second	ADJ
american_scientific_journal-11675	12	13	increase	increase	NOUN
american_scientific_journal-11675	12	14	in	in	ADP
american_scientific_journal-11675	12	15	site	site	NOUN
american_scientific_journal-11675	12	16	speed	speed	NOUN
american_scientific_journal-11675	12	17	on	on	ADP
american_scientific_journal-11675	12	18	mobile	mobile	ADJ
american_scientific_journal-11675	12	19	boosted	boost	VERB
american_scientific_journal-11675	12	20	conversion	conversion	NOUN
american_scientific_journal-11675	12	21	rates	rate	NOUN
american_scientific_journal-11675	12	22	by	by	ADP
american_scientific_journal-11675	12	23	8.4	8.4	NUM
american_scientific_journal-11675	12	24	%	%	NOUN
american_scientific_journal-11675	12	25	,	,	PUNCT
american_scientific_journal-11675	12	26	whereas	whereas	SCONJ
american_scientific_journal-11675	12	27	each	each	DET
american_scientific_journal-11675	12	28	additional	additional	ADJ
american_scientific_journal-11675	12	29	1	1	NUM
american_scientific_journal-11675	12	30	-	-	PUNCT
american_scientific_journal-11675	12	31	second	second	ADJ
american_scientific_journal-11675	12	32	delay	delay	NOUN
american_scientific_journal-11675	12	33	in	in	ADP
american_scientific_journal-11675	12	34	page	page	NOUN
american_scientific_journal-11675	12	35	load	load	NOUN
american_scientific_journal-11675	12	36	can	can	AUX
american_scientific_journal-11675	12	37	reduce	reduce	VERB
american_scientific_journal-11675	12	38	conversions	conversion	NOUN
american_scientific_journal-11675	12	39	by	by	ADP
american_scientific_journal-11675	12	40	about	about	ADV
american_scientific_journal-11675	12	41	7	7	NUM
american_scientific_journal-11675	12	42	%	%	NOUN
american_scientific_journal-11675	12	43	[	[	X
american_scientific_journal-11675	12	44	3	3	NUM
american_scientific_journal-11675	12	45	]	]	PUNCT
american_scientific_journal-11675	12	46	.	.	PUNCT
american_scientific_journal-11675	13	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11675	13	2	received	receive	VERB
american_scientific_journal-11675	13	3	:	:	PUNCT
american_scientific_journal-11675	13	4	3/30/2025	3/30/2025	NUM
american_scientific_journal-11675	13	5	accepted	accept	VERB
american_scientific_journal-11675	13	6	:	:	PUNCT
american_scientific_journal-11675	13	7	5/12/2025	5/12/2025	NUM
american_scientific_journal-11675	13	8	published	publish	VERB
american_scientific_journal-11675	13	9	:	:	PUNCT
american_scientific_journal-11675	13	10	5/23/2025	5/23/2025	NUM
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american_scientific_journal-11675	13	12	*	*	PUNCT
american_scientific_journal-11675	13	13	corresponding	correspond	VERB
american_scientific_journal-11675	13	14	author	author	NOUN
american_scientific_journal-11675	13	15	.	.	PUNCT
american_scientific_journal-11675	14	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11675	14	2	american	american	PROPN
american_scientific_journal-11675	14	3	academic	academic	PROPN
american_scientific_journal-11675	14	4	scientific	scientific	ADJ
american_scientific_journal-11675	14	5	research	research	NOUN
american_scientific_journal-11675	14	6	journal	journal	NOUN
american_scientific_journal-11675	14	7	for	for	ADP
american_scientific_journal-11675	14	8	engineering	engineering	NOUN
american_scientific_journal-11675	14	9	,	,	PUNCT
american_scientific_journal-11675	14	10	technology	technology	NOUN
american_scientific_journal-11675	14	11	,	,	PUNCT
american_scientific_journal-11675	14	12	and	and	CCONJ
american_scientific_journal-11675	14	13	sciences	science	NOUN
american_scientific_journal-11675	14	14	(	(	PUNCT
american_scientific_journal-11675	14	15	asrjets	asrjet	NOUN
american_scientific_journal-11675	14	16	)	)	PUNCT
american_scientific_journal-11675	14	17	volume	volume	NOUN
american_scientific_journal-11675	14	18	102	102	NUM
american_scientific_journal-11675	14	19	,	,	PUNCT
american_scientific_journal-11675	14	20	no	no	DET
american_scientific_journal-11675	14	21	1	1	NUM
american_scientific_journal-11675	14	22	,	,	PUNCT
american_scientific_journal-11675	14	23	pp	pp	ADV
american_scientific_journal-11675	14	24	54	54	NUM
american_scientific_journal-11675	14	25	-	-	SYM
american_scientific_journal-11675	14	26	63	63	NUM
american_scientific_journal-11675	14	27	55	55	NUM
american_scientific_journal-11675	14	28	this	this	DET
american_scientific_journal-11675	14	29	highlights	highlight	NOUN
american_scientific_journal-11675	14	30	why	why	SCONJ
american_scientific_journal-11675	14	31	companies	company	NOUN
american_scientific_journal-11675	14	32	prioritize	prioritize	VERB
american_scientific_journal-11675	14	33	performance	performance	NOUN
american_scientific_journal-11675	14	34	:	:	PUNCT
american_scientific_journal-11675	14	35	fast	fast	ADJ
american_scientific_journal-11675	14	36	-	-	PUNCT
american_scientific_journal-11675	14	37	loading	loading	NOUN
american_scientific_journal-11675	14	38	sites	site	NOUN
american_scientific_journal-11675	14	39	yield	yield	VERB
american_scientific_journal-11675	14	40	better	well	ADJ
american_scientific_journal-11675	14	41	user	user	NOUN
american_scientific_journal-11675	14	42	engagement	engagement	NOUN
american_scientific_journal-11675	14	43	,	,	PUNCT
american_scientific_journal-11675	14	44	higher	high	ADJ
american_scientific_journal-11675	14	45	conversion	conversion	NOUN
american_scientific_journal-11675	14	46	rates	rate	NOUN
american_scientific_journal-11675	14	47	,	,	PUNCT
american_scientific_journal-11675	14	48	and	and	CCONJ
american_scientific_journal-11675	14	49	improved	improve	VERB
american_scientific_journal-11675	14	50	search	search	NOUN
american_scientific_journal-11675	14	51	rankings	ranking	NOUN
american_scientific_journal-11675	14	52	.	.	PUNCT
american_scientific_journal-11675	15	1	consequently	consequently	ADV
american_scientific_journal-11675	15	2	,	,	PUNCT
american_scientific_journal-11675	15	3	modern	modern	ADJ
american_scientific_journal-11675	15	4	web	web	NOUN
american_scientific_journal-11675	15	5	engineering	engineering	NOUN
american_scientific_journal-11675	15	6	devotes	devote	VERB
american_scientific_journal-11675	15	7	substantial	substantial	ADJ
american_scientific_journal-11675	15	8	effort	effort	NOUN
american_scientific_journal-11675	15	9	to	to	PART
american_scientific_journal-11675	15	10	performance	performance	VERB
american_scientific_journal-11675	15	11	optimization	optimization	NOUN
american_scientific_journal-11675	15	12	on	on	ADP
american_scientific_journal-11675	15	13	both	both	CCONJ
american_scientific_journal-11675	15	14	the	the	DET
american_scientific_journal-11675	15	15	front	front	ADJ
american_scientific_journal-11675	15	16	-	-	PUNCT
american_scientific_journal-11675	15	17	end	end	NOUN
american_scientific_journal-11675	15	18	(	(	PUNCT
american_scientific_journal-11675	15	19	in	in	ADP
american_scientific_journal-11675	15	20	-	-	PUNCT
american_scientific_journal-11675	15	21	browser	browser	NOUN
american_scientific_journal-11675	15	22	experience	experience	NOUN
american_scientific_journal-11675	15	23	)	)	PUNCT
american_scientific_journal-11675	15	24	and	and	CCONJ
american_scientific_journal-11675	15	25	back	back	NOUN
american_scientific_journal-11675	15	26	-	-	PUNCT
american_scientific_journal-11675	15	27	end	end	NOUN
american_scientific_journal-11675	15	28	(	(	PUNCT
american_scientific_journal-11675	15	29	server	server	NOUN
american_scientific_journal-11675	15	30	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	15	31	)	)	PUNCT
american_scientific_journal-11675	15	32	.	.	PUNCT
american_scientific_journal-11675	16	1	the	the	DET
american_scientific_journal-11675	16	2	goal	goal	NOUN
american_scientific_journal-11675	16	3	of	of	ADP
american_scientific_journal-11675	16	4	this	this	DET
american_scientific_journal-11675	16	5	article	article	NOUN
american_scientific_journal-11675	16	6	is	be	AUX
american_scientific_journal-11675	16	7	to	to	PART
american_scientific_journal-11675	16	8	review	review	VERB
american_scientific_journal-11675	16	9	contemporary	contemporary	ADJ
american_scientific_journal-11675	16	10	technologies	technology	NOUN
american_scientific_journal-11675	16	11	and	and	CCONJ
american_scientific_journal-11675	16	12	methods	method	NOUN
american_scientific_journal-11675	16	13	used	use	VERB
american_scientific_journal-11675	16	14	to	to	PART
american_scientific_journal-11675	16	15	optimize	optimize	VERB
american_scientific_journal-11675	16	16	web	web	NOUN
american_scientific_journal-11675	16	17	application	application	NOUN
american_scientific_journal-11675	16	18	performance	performance	NOUN
american_scientific_journal-11675	16	19	.	.	PUNCT
american_scientific_journal-11675	17	1	we	we	PRON
american_scientific_journal-11675	17	2	will	will	AUX
american_scientific_journal-11675	17	3	describe	describe	VERB
american_scientific_journal-11675	17	4	techniques	technique	NOUN
american_scientific_journal-11675	17	5	such	such	ADJ
american_scientific_journal-11675	17	6	as	as	ADP
american_scientific_journal-11675	17	7	caching	cache	VERB
american_scientific_journal-11675	17	8	,	,	PUNCT
american_scientific_journal-11675	17	9	lazy	lazy	ADJ
american_scientific_journal-11675	17	10	loading	loading	NOUN
american_scientific_journal-11675	17	11	,	,	PUNCT
american_scientific_journal-11675	17	12	server	server	NOUN
american_scientific_journal-11675	17	13	-	-	PUNCT
american_scientific_journal-11675	17	14	side	side	NOUN
american_scientific_journal-11675	17	15	rendering	rendering	NOUN
american_scientific_journal-11675	17	16	(	(	PUNCT
american_scientific_journal-11675	17	17	ssr	ssr	NOUN
american_scientific_journal-11675	17	18	)	)	PUNCT
american_scientific_journal-11675	17	19	,	,	PUNCT
american_scientific_journal-11675	17	20	use	use	NOUN
american_scientific_journal-11675	17	21	of	of	ADP
american_scientific_journal-11675	17	22	content	content	NOUN
american_scientific_journal-11675	17	23	delivery	delivery	NOUN
american_scientific_journal-11675	17	24	networks	network	NOUN
american_scientific_journal-11675	17	25	(	(	PUNCT
american_scientific_journal-11675	17	26	cdns	cdns	PROPN
american_scientific_journal-11675	17	27	)	)	PUNCT
american_scientific_journal-11675	17	28	,	,	PUNCT
american_scientific_journal-11675	17	29	efficient	efficient	ADJ
american_scientific_journal-11675	17	30	api	api	NOUN
american_scientific_journal-11675	17	31	design	design	NOUN
american_scientific_journal-11675	17	32	,	,	PUNCT
american_scientific_journal-11675	17	33	database	database	NOUN
american_scientific_journal-11675	17	34	query	query	NOUN
american_scientific_journal-11675	17	35	optimization	optimization	NOUN
american_scientific_journal-11675	17	36	,	,	PUNCT
american_scientific_journal-11675	17	37	edge	edge	NOUN
american_scientific_journal-11675	17	38	computing	computing	NOUN
american_scientific_journal-11675	17	39	,	,	PUNCT
american_scientific_journal-11675	17	40	and	and	CCONJ
american_scientific_journal-11675	17	41	other	other	ADJ
american_scientific_journal-11675	17	42	best	good	ADJ
american_scientific_journal-11675	17	43	practices	practice	NOUN
american_scientific_journal-11675	17	44	.	.	PUNCT
american_scientific_journal-11675	18	1	real	real	ADJ
american_scientific_journal-11675	18	2	-	-	PUNCT
american_scientific_journal-11675	18	3	world	world	NOUN
american_scientific_journal-11675	18	4	case	case	NOUN
american_scientific_journal-11675	18	5	studies	study	NOUN
american_scientific_journal-11675	18	6	and	and	CCONJ
american_scientific_journal-11675	18	7	data	datum	NOUN
american_scientific_journal-11675	18	8	are	be	AUX
american_scientific_journal-11675	18	9	included	include	VERB
american_scientific_journal-11675	18	10	to	to	PART
american_scientific_journal-11675	18	11	illustrate	illustrate	VERB
american_scientific_journal-11675	18	12	the	the	DET
american_scientific_journal-11675	18	13	impact	impact	NOUN
american_scientific_journal-11675	18	14	of	of	ADP
american_scientific_journal-11675	18	15	these	these	DET
american_scientific_journal-11675	18	16	methods	method	NOUN
american_scientific_journal-11675	18	17	.	.	PUNCT
american_scientific_journal-11675	19	1	the	the	DET
american_scientific_journal-11675	19	2	relevance	relevance	NOUN
american_scientific_journal-11675	19	3	of	of	ADP
american_scientific_journal-11675	19	4	this	this	DET
american_scientific_journal-11675	19	5	topic	topic	NOUN
american_scientific_journal-11675	19	6	is	be	AUX
american_scientific_journal-11675	19	7	underscored	underscore	VERB
american_scientific_journal-11675	19	8	by	by	ADP
american_scientific_journal-11675	19	9	recent	recent	ADJ
american_scientific_journal-11675	19	10	industry	industry	NOUN
american_scientific_journal-11675	19	11	research	research	NOUN
american_scientific_journal-11675	19	12	and	and	CCONJ
american_scientific_journal-11675	19	13	practice	practice	NOUN
american_scientific_journal-11675	19	14	,	,	PUNCT
american_scientific_journal-11675	19	15	which	which	PRON
american_scientific_journal-11675	19	16	emphasize	emphasize	VERB
american_scientific_journal-11675	19	17	that	that	SCONJ
american_scientific_journal-11675	19	18	systematic	systematic	ADJ
american_scientific_journal-11675	19	19	performance	performance	NOUN
american_scientific_journal-11675	19	20	engineering	engineering	NOUN
american_scientific_journal-11675	19	21	is	be	AUX
american_scientific_journal-11675	19	22	necessary	necessary	ADJ
american_scientific_journal-11675	19	23	to	to	PART
american_scientific_journal-11675	19	24	meet	meet	VERB
american_scientific_journal-11675	19	25	users	user	NOUN
american_scientific_journal-11675	19	26	’	'	PUNCT
american_scientific_journal-11675	19	27	growing	grow	VERB
american_scientific_journal-11675	19	28	expectations	expectation	NOUN
american_scientific_journal-11675	19	29	for	for	ADP
american_scientific_journal-11675	19	30	fast	fast	ADJ
american_scientific_journal-11675	19	31	,	,	PUNCT
american_scientific_journal-11675	19	32	seamless	seamless	ADJ
american_scientific_journal-11675	19	33	web	web	NOUN
american_scientific_journal-11675	19	34	experiences	experience	NOUN
american_scientific_journal-11675	19	35	[	[	X
american_scientific_journal-11675	19	36	2	2	NUM
american_scientific_journal-11675	19	37	]	]	PUNCT
american_scientific_journal-11675	19	38	.	.	PUNCT
american_scientific_journal-11675	20	1	this	this	DET
american_scientific_journal-11675	20	2	review	review	NOUN
american_scientific_journal-11675	20	3	consolidates	consolidate	VERB
american_scientific_journal-11675	20	4	findings	finding	NOUN
american_scientific_journal-11675	20	5	from	from	ADP
american_scientific_journal-11675	20	6	the	the	DET
american_scientific_journal-11675	20	7	last	last	ADJ
american_scientific_journal-11675	20	8	3–5	3–5	NUM
american_scientific_journal-11675	20	9	years	year	NOUN
american_scientific_journal-11675	20	10	of	of	ADP
american_scientific_journal-11675	20	11	english	english	ADJ
american_scientific_journal-11675	20	12	-	-	PUNCT
american_scientific_journal-11675	20	13	language	language	NOUN
american_scientific_journal-11675	20	14	sources	source	NOUN
american_scientific_journal-11675	20	15	on	on	ADP
american_scientific_journal-11675	20	16	web	web	NOUN
american_scientific_journal-11675	20	17	performance	performance	NOUN
american_scientific_journal-11675	20	18	optimization	optimization	NOUN
american_scientific_journal-11675	20	19	.	.	PUNCT
american_scientific_journal-11675	21	1	it	it	PRON
american_scientific_journal-11675	21	2	aims	aim	VERB
american_scientific_journal-11675	21	3	to	to	ADP
american_scientific_journal-11675	21	4	1	1	NUM
american_scientific_journal-11675	21	5	)	)	PUNCT
american_scientific_journal-11675	21	6	explain	explain	VERB
american_scientific_journal-11675	21	7	key	key	ADJ
american_scientific_journal-11675	21	8	techniques	technique	NOUN
american_scientific_journal-11675	21	9	and	and	CCONJ
american_scientific_journal-11675	21	10	technologies	technology	NOUN
american_scientific_journal-11675	21	11	for	for	ADP
american_scientific_journal-11675	21	12	front	front	ADJ
american_scientific_journal-11675	21	13	-	-	PUNCT
american_scientific_journal-11675	21	14	end	end	NOUN
american_scientific_journal-11675	21	15	and	and	CCONJ
american_scientific_journal-11675	21	16	back	back	ADJ
american_scientific_journal-11675	21	17	-	-	PUNCT
american_scientific_journal-11675	21	18	end	end	NOUN
american_scientific_journal-11675	21	19	performance	performance	NOUN
american_scientific_journal-11675	21	20	enhancement	enhancement	NOUN
american_scientific_journal-11675	21	21	,	,	PUNCT
american_scientific_journal-11675	21	22	2	2	NUM
american_scientific_journal-11675	21	23	)	)	PUNCT
american_scientific_journal-11675	21	24	present	present	ADJ
american_scientific_journal-11675	21	25	quantitative	quantitative	ADJ
american_scientific_journal-11675	21	26	results	result	NOUN
american_scientific_journal-11675	21	27	from	from	ADP
american_scientific_journal-11675	21	28	studies	study	NOUN
american_scientific_journal-11675	21	29	or	or	CCONJ
american_scientific_journal-11675	21	30	experiments	experiment	NOUN
american_scientific_journal-11675	21	31	demonstrating	demonstrate	VERB
american_scientific_journal-11675	21	32	performance	performance	NOUN
american_scientific_journal-11675	21	33	gains	gain	NOUN
american_scientific_journal-11675	21	34	,	,	PUNCT
american_scientific_journal-11675	21	35	3	3	X
american_scientific_journal-11675	21	36	)	)	PUNCT
american_scientific_journal-11675	21	37	discuss	discuss	VERB
american_scientific_journal-11675	21	38	practical	practical	ADJ
american_scientific_journal-11675	21	39	considerations	consideration	NOUN
american_scientific_journal-11675	21	40	in	in	ADP
american_scientific_journal-11675	21	41	applying	apply	VERB
american_scientific_journal-11675	21	42	these	these	DET
american_scientific_journal-11675	21	43	methods	method	NOUN
american_scientific_journal-11675	21	44	(	(	PUNCT
american_scientific_journal-11675	21	45	including	include	VERB
american_scientific_journal-11675	21	46	trade	trade	NOUN
american_scientific_journal-11675	21	47	-	-	PUNCT
american_scientific_journal-11675	21	48	offs	off	NOUN
american_scientific_journal-11675	21	49	and	and	CCONJ
american_scientific_journal-11675	21	50	integration	integration	NOUN
american_scientific_journal-11675	21	51	in	in	ADP
american_scientific_journal-11675	21	52	modern	modern	ADJ
american_scientific_journal-11675	21	53	web	web	NOUN
american_scientific_journal-11675	21	54	architectures	architecture	NOUN
american_scientific_journal-11675	21	55	)	)	PUNCT
american_scientific_journal-11675	21	56	.	.	PUNCT
american_scientific_journal-11675	22	1	2	2	X
american_scientific_journal-11675	22	2	.	.	X
american_scientific_journal-11675	22	3	materials	material	NOUN
american_scientific_journal-11675	22	4	and	and	CCONJ
american_scientific_journal-11675	22	5	methods	method	NOUN
american_scientific_journal-11675	22	6	this	this	DET
american_scientific_journal-11675	22	7	work	work	NOUN
american_scientific_journal-11675	22	8	is	be	AUX
american_scientific_journal-11675	22	9	a	a	DET
american_scientific_journal-11675	22	10	literature	literature	NOUN
american_scientific_journal-11675	22	11	-	-	PUNCT
american_scientific_journal-11675	22	12	based	base	VERB
american_scientific_journal-11675	22	13	analysis	analysis	NOUN
american_scientific_journal-11675	22	14	of	of	ADP
american_scientific_journal-11675	22	15	modern	modern	ADJ
american_scientific_journal-11675	22	16	web	web	NOUN
american_scientific_journal-11675	22	17	performance	performance	NOUN
american_scientific_journal-11675	22	18	optimization	optimization	NOUN
american_scientific_journal-11675	22	19	practices	practice	NOUN
american_scientific_journal-11675	22	20	.	.	PUNCT
american_scientific_journal-11675	23	1	key	key	ADJ
american_scientific_journal-11675	23	2	sources	source	NOUN
american_scientific_journal-11675	23	3	include	include	VERB
american_scientific_journal-11675	23	4	peer	peer	NOUN
american_scientific_journal-11675	23	5	-	-	PUNCT
american_scientific_journal-11675	23	6	reviewed	review	VERB
american_scientific_journal-11675	23	7	studies	study	NOUN
american_scientific_journal-11675	23	8	on	on	ADP
american_scientific_journal-11675	23	9	specific	specific	ADJ
american_scientific_journal-11675	23	10	optimizations	optimization	NOUN
american_scientific_journal-11675	23	11	(	(	PUNCT
american_scientific_journal-11675	23	12	e.g.	e.g.	ADV
american_scientific_journal-11675	23	13	caching	cache	VERB
american_scientific_journal-11675	23	14	or	or	CCONJ
american_scientific_journal-11675	23	15	code	code	NOUN
american_scientific_journal-11675	23	16	-	-	PUNCT
american_scientific_journal-11675	23	17	splitting	splitting	NOUN
american_scientific_journal-11675	23	18	)	)	PUNCT
american_scientific_journal-11675	24	1	[	[	X
american_scientific_journal-11675	24	2	4	4	NUM
american_scientific_journal-11675	24	3	]	]	PUNCT
american_scientific_journal-11675	24	4	,	,	PUNCT
american_scientific_journal-11675	24	5	as	as	ADV
american_scientific_journal-11675	24	6	well	well	ADV
american_scientific_journal-11675	24	7	as	as	ADP
american_scientific_journal-11675	24	8	reports	report	NOUN
american_scientific_journal-11675	24	9	from	from	ADP
american_scientific_journal-11675	24	10	tech	tech	NOUN
american_scientific_journal-11675	24	11	companies	company	NOUN
american_scientific_journal-11675	24	12	and	and	CCONJ
american_scientific_journal-11675	24	13	performance	performance	NOUN
american_scientific_journal-11675	24	14	experts	expert	NOUN
american_scientific_journal-11675	24	15	[	[	X
american_scientific_journal-11675	24	16	7	7	NUM
american_scientific_journal-11675	24	17	]	]	PUNCT
american_scientific_journal-11675	24	18	.	.	PUNCT
american_scientific_journal-11675	25	1	the	the	DET
american_scientific_journal-11675	25	2	paper	paper	NOUN
american_scientific_journal-11675	25	3	focused	focus	VERB
american_scientific_journal-11675	25	4	on	on	ADP
american_scientific_journal-11675	25	5	sources	source	NOUN
american_scientific_journal-11675	25	6	providing	provide	VERB
american_scientific_journal-11675	25	7	quantitative	quantitative	ADJ
american_scientific_journal-11675	25	8	evaluations	evaluation	NOUN
american_scientific_journal-11675	25	9	of	of	ADP
american_scientific_journal-11675	25	10	techniques	technique	NOUN
american_scientific_journal-11675	25	11	,	,	PUNCT
american_scientific_journal-11675	25	12	ensuring	ensure	VERB
american_scientific_journal-11675	25	13	data	datum	NOUN
american_scientific_journal-11675	25	14	-	-	PUNCT
american_scientific_journal-11675	25	15	driven	drive	VERB
american_scientific_journal-11675	25	16	insights	insight	NOUN
american_scientific_journal-11675	25	17	[	[	X
american_scientific_journal-11675	25	18	6	6	NUM
american_scientific_journal-11675	25	19	]	]	PUNCT
american_scientific_journal-11675	25	20	.	.	PUNCT
american_scientific_journal-11675	26	1	the	the	DET
american_scientific_journal-11675	26	2	materials	material	NOUN
american_scientific_journal-11675	26	3	for	for	ADP
american_scientific_journal-11675	26	4	this	this	DET
american_scientific_journal-11675	26	5	study	study	NOUN
american_scientific_journal-11675	26	6	consist	consist	NOUN
american_scientific_journal-11675	26	7	of	of	ADP
american_scientific_journal-11675	26	8	published	publish	VERB
american_scientific_journal-11675	26	9	results	result	NOUN
american_scientific_journal-11675	26	10	on	on	ADP
american_scientific_journal-11675	26	11	optimization	optimization	NOUN
american_scientific_journal-11675	26	12	impacts	impact	NOUN
american_scientific_journal-11675	26	13	(	(	PUNCT
american_scientific_journal-11675	26	14	such	such	ADJ
american_scientific_journal-11675	26	15	as	as	ADP
american_scientific_journal-11675	26	16	load	load	NOUN
american_scientific_journal-11675	26	17	time	time	NOUN
american_scientific_journal-11675	26	18	reductions	reduction	NOUN
american_scientific_journal-11675	26	19	,	,	PUNCT
american_scientific_journal-11675	26	20	throughput	throughput	NOUN
american_scientific_journal-11675	26	21	gains	gain	NOUN
american_scientific_journal-11675	26	22	,	,	PUNCT
american_scientific_journal-11675	26	23	etc	etc	X
american_scientific_journal-11675	26	24	.	.	X
american_scientific_journal-11675	26	25	)	)	PUNCT
american_scientific_journal-11675	27	1	[	[	X
american_scientific_journal-11675	27	2	5	5	NUM
american_scientific_journal-11675	27	3	]	]	PUNCT
american_scientific_journal-11675	27	4	,	,	PUNCT
american_scientific_journal-11675	27	5	while	while	SCONJ
american_scientific_journal-11675	27	6	the	the	DET
american_scientific_journal-11675	27	7	methods	method	NOUN
american_scientific_journal-11675	27	8	involve	involve	VERB
american_scientific_journal-11675	27	9	comparative	comparative	ADJ
american_scientific_journal-11675	27	10	reading	reading	NOUN
american_scientific_journal-11675	27	11	and	and	CCONJ
american_scientific_journal-11675	27	12	synthesis	synthesis	NOUN
american_scientific_journal-11675	27	13	of	of	ADP
american_scientific_journal-11675	27	14	these	these	DET
american_scientific_journal-11675	27	15	sources	source	NOUN
american_scientific_journal-11675	27	16	.	.	PUNCT
american_scientific_journal-11675	28	1	here	here	ADV
american_scientific_journal-11675	28	2	categorized	categorize	VERB
american_scientific_journal-11675	28	3	techniques	technique	NOUN
american_scientific_journal-11675	28	4	into	into	ADP
american_scientific_journal-11675	28	5	thematic	thematic	ADJ
american_scientific_journal-11675	28	6	groups	group	NOUN
american_scientific_journal-11675	28	7	:	:	PUNCT
american_scientific_journal-11675	28	8	front	front	ADJ
american_scientific_journal-11675	28	9	-	-	PUNCT
american_scientific_journal-11675	28	10	end	end	NOUN
american_scientific_journal-11675	28	11	optimizations	optimization	NOUN
american_scientific_journal-11675	28	12	(	(	PUNCT
american_scientific_journal-11675	28	13	code	code	NOUN
american_scientific_journal-11675	28	14	-	-	PUNCT
american_scientific_journal-11675	28	15	splitting	splitting	NOUN
american_scientific_journal-11675	28	16	,	,	PUNCT
american_scientific_journal-11675	28	17	lazy	lazy	ADJ
american_scientific_journal-11675	28	18	loading	loading	NOUN
american_scientific_journal-11675	28	19	,	,	PUNCT
american_scientific_journal-11675	28	20	ssr	ssr	PROPN
american_scientific_journal-11675	28	21	,	,	PUNCT
american_scientific_journal-11675	28	22	etc	etc	X
american_scientific_journal-11675	28	23	.	.	X
american_scientific_journal-11675	28	24	)	)	PUNCT
american_scientific_journal-11675	29	1	[	[	X
american_scientific_journal-11675	29	2	3	3	NUM
american_scientific_journal-11675	29	3	]	]	PUNCT
american_scientific_journal-11675	29	4	,	,	PUNCT
american_scientific_journal-11675	29	5	back	back	ADJ
american_scientific_journal-11675	29	6	-	-	PUNCT
american_scientific_journal-11675	29	7	end	end	NOUN
american_scientific_journal-11675	29	8	and	and	CCONJ
american_scientific_journal-11675	29	9	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	29	10	optimizations	optimization	NOUN
american_scientific_journal-11675	29	11	(	(	PUNCT
american_scientific_journal-11675	29	12	caching	cache	VERB
american_scientific_journal-11675	29	13	layers	layer	NOUN
american_scientific_journal-11675	29	14	,	,	PUNCT
american_scientific_journal-11675	29	15	database	database	NOUN
american_scientific_journal-11675	29	16	tuning	tuning	NOUN
american_scientific_journal-11675	29	17	,	,	PUNCT
american_scientific_journal-11675	29	18	cdns	cdns	PROPN
american_scientific_journal-11675	29	19	,	,	PUNCT
american_scientific_journal-11675	29	20	edge	edge	NOUN
american_scientific_journal-11675	29	21	computing	computing	NOUN
american_scientific_journal-11675	29	22	)	)	PUNCT
american_scientific_journal-11675	30	1	[	[	X
american_scientific_journal-11675	30	2	9	9	NUM
american_scientific_journal-11675	30	3	]	]	PUNCT
american_scientific_journal-11675	30	4	,	,	PUNCT
american_scientific_journal-11675	30	5	and	and	CCONJ
american_scientific_journal-11675	30	6	cross	cross	ADJ
american_scientific_journal-11675	30	7	-	-	ADJ
american_scientific_journal-11675	30	8	cutting	cutting	ADJ
american_scientific_journal-11675	30	9	practices	practice	NOUN
american_scientific_journal-11675	30	10	(	(	PUNCT
american_scientific_journal-11675	30	11	efficient	efficient	ADJ
american_scientific_journal-11675	30	12	api	api	NOUN
american_scientific_journal-11675	30	13	design	design	NOUN
american_scientific_journal-11675	30	14	,	,	PUNCT
american_scientific_journal-11675	30	15	asynchronous	asynchronous	ADJ
american_scientific_journal-11675	30	16	processing	processing	NOUN
american_scientific_journal-11675	30	17	)	)	PUNCT
american_scientific_journal-11675	31	1	[	[	X
american_scientific_journal-11675	31	2	1	1	NUM
american_scientific_journal-11675	31	3	]	]	PUNCT
american_scientific_journal-11675	31	4	.	.	PUNCT
american_scientific_journal-11675	32	1	for	for	ADP
american_scientific_journal-11675	32	2	each	each	DET
american_scientific_journal-11675	32	3	category	category	NOUN
american_scientific_journal-11675	32	4	,	,	PUNCT
american_scientific_journal-11675	32	5	identified	identify	VERB
american_scientific_journal-11675	32	6	representative	representative	ADJ
american_scientific_journal-11675	32	7	case	case	NOUN
american_scientific_journal-11675	32	8	studies	study	NOUN
american_scientific_journal-11675	32	9	or	or	CCONJ
american_scientific_journal-11675	32	10	experimental	experimental	ADJ
american_scientific_journal-11675	32	11	results	result	NOUN
american_scientific_journal-11675	32	12	[	[	X
american_scientific_journal-11675	32	13	8	8	NUM
american_scientific_journal-11675	32	14	]	]	PUNCT
american_scientific_journal-11675	32	15	.	.	PUNCT
american_scientific_journal-11675	33	1	by	by	ADP
american_scientific_journal-11675	33	2	using	use	VERB
american_scientific_journal-11675	33	3	a	a	DET
american_scientific_journal-11675	33	4	structured	structured	ADJ
american_scientific_journal-11675	33	5	comparative	comparative	ADJ
american_scientific_journal-11675	33	6	approach	approach	NOUN
american_scientific_journal-11675	33	7	,	,	PUNCT
american_scientific_journal-11675	33	8	we	we	PRON
american_scientific_journal-11675	33	9	evaluated	evaluate	VERB
american_scientific_journal-11675	33	10	each	each	DET
american_scientific_journal-11675	33	11	technique	technique	NOUN
american_scientific_journal-11675	33	12	’s	’s	PART
american_scientific_journal-11675	33	13	mechanism	mechanism	NOUN
american_scientific_journal-11675	33	14	,	,	PUNCT
american_scientific_journal-11675	33	15	benefits	benefit	NOUN
american_scientific_journal-11675	33	16	,	,	PUNCT
american_scientific_journal-11675	33	17	and	and	CCONJ
american_scientific_journal-11675	33	18	any	any	DET
american_scientific_journal-11675	33	19	noted	note	VERB
american_scientific_journal-11675	33	20	drawbacks	drawback	NOUN
american_scientific_journal-11675	33	21	or	or	CCONJ
american_scientific_journal-11675	33	22	implementation	implementation	NOUN
american_scientific_journal-11675	33	23	challenges	challenge	NOUN
american_scientific_journal-11675	33	24	[	[	X
american_scientific_journal-11675	33	25	2	2	NUM
american_scientific_journal-11675	33	26	]	]	PUNCT
american_scientific_journal-11675	33	27	.	.	PUNCT
american_scientific_journal-11675	34	1	3	3	X
american_scientific_journal-11675	34	2	.	.	NOUN
american_scientific_journal-11675	34	3	results	result	VERB
american_scientific_journal-11675	34	4	front	front	ADJ
american_scientific_journal-11675	34	5	-	-	PUNCT
american_scientific_journal-11675	34	6	end	end	NOUN
american_scientific_journal-11675	34	7	performance	performance	NOUN
american_scientific_journal-11675	34	8	optimization	optimization	NOUN
american_scientific_journal-11675	34	9	techniques	technique	NOUN
american_scientific_journal-11675	34	10	on	on	ADP
american_scientific_journal-11675	34	11	the	the	DET
american_scientific_journal-11675	34	12	front	front	ADJ
american_scientific_journal-11675	34	13	-	-	PUNCT
american_scientific_journal-11675	34	14	end	end	NOUN
american_scientific_journal-11675	34	15	,	,	PUNCT
american_scientific_journal-11675	34	16	developers	developer	NOUN
american_scientific_journal-11675	34	17	have	have	AUX
american_scientific_journal-11675	34	18	introduced	introduce	VERB
american_scientific_journal-11675	34	19	numerous	numerous	ADJ
american_scientific_journal-11675	34	20	techniques	technique	NOUN
american_scientific_journal-11675	34	21	to	to	PART
american_scientific_journal-11675	34	22	speed	speed	VERB
american_scientific_journal-11675	34	23	up	up	ADP
american_scientific_journal-11675	34	24	how	how	SCONJ
american_scientific_journal-11675	34	25	quickly	quickly	ADV
american_scientific_journal-11675	34	26	users	user	NOUN
american_scientific_journal-11675	34	27	can	can	AUX
american_scientific_journal-11675	34	28	see	see	VERB
american_scientific_journal-11675	34	29	and	and	CCONJ
american_scientific_journal-11675	34	30	interact	interact	VERB
american_scientific_journal-11675	34	31	with	with	ADP
american_scientific_journal-11675	34	32	web	web	NOUN
american_scientific_journal-11675	34	33	pages	page	NOUN
american_scientific_journal-11675	34	34	.	.	PUNCT
american_scientific_journal-11675	35	1	code	code	NOUN
american_scientific_journal-11675	35	2	splitting	splitting	NOUN
american_scientific_journal-11675	35	3	and	and	CCONJ
american_scientific_journal-11675	35	4	lazy	lazy	ADJ
american_scientific_journal-11675	35	5	loading	loading	NOUN
american_scientific_journal-11675	35	6	are	be	AUX
american_scientific_journal-11675	35	7	two	two	NUM
american_scientific_journal-11675	35	8	such	such	ADJ
american_scientific_journal-11675	35	9	strategies	strategy	NOUN
american_scientific_journal-11675	35	10	that	that	PRON
american_scientific_journal-11675	35	11	address	address	VERB
american_scientific_journal-11675	35	12	the	the	DET
american_scientific_journal-11675	35	13	loading	loading	NOUN
american_scientific_journal-11675	35	14	of	of	ADP
american_scientific_journal-11675	35	15	resources	resource	NOUN
american_scientific_journal-11675	35	16	.	.	PUNCT
american_scientific_journal-11675	36	1	code	code	NOUN
american_scientific_journal-11675	36	2	splitting	splitting	NOUN
american_scientific_journal-11675	36	3	involves	involve	VERB
american_scientific_journal-11675	36	4	breaking	break	VERB
american_scientific_journal-11675	36	5	javascript	javascript	NOUN
american_scientific_journal-11675	36	6	bundles	bundle	NOUN
american_scientific_journal-11675	36	7	into	into	ADP
american_scientific_journal-11675	36	8	smaller	small	ADJ
american_scientific_journal-11675	36	9	chunks	chunk	NOUN
american_scientific_journal-11675	36	10	so	so	SCONJ
american_scientific_journal-11675	36	11	that	that	SCONJ
american_scientific_journal-11675	36	12	the	the	DET
american_scientific_journal-11675	36	13	browser	browser	NOUN
american_scientific_journal-11675	36	14	only	only	ADV
american_scientific_journal-11675	36	15	downloads	download	VERB
american_scientific_journal-11675	36	16	what	what	PRON
american_scientific_journal-11675	36	17	is	be	AUX
american_scientific_journal-11675	36	18	needed	need	VERB
american_scientific_journal-11675	36	19	for	for	ADP
american_scientific_journal-11675	36	20	the	the	DET
american_scientific_journal-11675	36	21	current	current	ADJ
american_scientific_journal-11675	36	22	page	page	NOUN
american_scientific_journal-11675	36	23	view	view	NOUN
american_scientific_journal-11675	36	24	.	.	PUNCT
american_scientific_journal-11675	37	1	lazy	lazy	ADJ
american_scientific_journal-11675	37	2	loading	loading	NOUN
american_scientific_journal-11675	37	3	defers	defer	VERB
american_scientific_journal-11675	37	4	loading	loading	NOUN
american_scientific_journal-11675	37	5	of	of	ADP
american_scientific_journal-11675	37	6	non	non	ADJ
american_scientific_journal-11675	37	7	-	-	ADJ
american_scientific_journal-11675	37	8	critical	critical	ADJ
american_scientific_journal-11675	37	9	assets	asset	NOUN
american_scientific_journal-11675	37	10	(	(	PUNCT
american_scientific_journal-11675	37	11	images	image	NOUN
american_scientific_journal-11675	37	12	,	,	PUNCT
american_scientific_journal-11675	37	13	off	off	ADP
american_scientific_journal-11675	37	14	-	-	PUNCT
american_scientific_journal-11675	37	15	screen	screen	NOUN
american_scientific_journal-11675	37	16	content	content	NOUN
american_scientific_journal-11675	37	17	,	,	PUNCT
american_scientific_journal-11675	37	18	or	or	CCONJ
american_scientific_journal-11675	37	19	even	even	ADV
american_scientific_journal-11675	37	20	js	js	ADJ
american_scientific_journal-11675	37	21	modules	module	NOUN
american_scientific_journal-11675	37	22	)	)	PUNCT
american_scientific_journal-11675	37	23	until	until	SCONJ
american_scientific_journal-11675	37	24	they	they	PRON
american_scientific_journal-11675	37	25	are	be	AUX
american_scientific_journal-11675	37	26	actually	actually	ADV
american_scientific_journal-11675	37	27	needed	need	VERB
american_scientific_journal-11675	37	28	by	by	ADP
american_scientific_journal-11675	37	29	the	the	DET
american_scientific_journal-11675	37	30	user	user	NOUN
american_scientific_journal-11675	37	31	.	.	PUNCT
american_scientific_journal-11675	38	1	by	by	ADP
american_scientific_journal-11675	38	2	reducing	reduce	VERB
american_scientific_journal-11675	38	3	the	the	DET
american_scientific_journal-11675	38	4	initial	initial	ADJ
american_scientific_journal-11675	38	5	american	american	ADJ
american_scientific_journal-11675	38	6	academic	academic	ADJ
american_scientific_journal-11675	38	7	scientific	scientific	ADJ
american_scientific_journal-11675	38	8	research	research	NOUN
american_scientific_journal-11675	38	9	journal	journal	NOUN
american_scientific_journal-11675	38	10	for	for	ADP
american_scientific_journal-11675	38	11	engineering	engineering	NOUN
american_scientific_journal-11675	38	12	,	,	PUNCT
american_scientific_journal-11675	38	13	technology	technology	NOUN
american_scientific_journal-11675	38	14	,	,	PUNCT
american_scientific_journal-11675	38	15	and	and	CCONJ
american_scientific_journal-11675	38	16	sciences	science	NOUN
american_scientific_journal-11675	38	17	(	(	PUNCT
american_scientific_journal-11675	38	18	asrjets	asrjet	NOUN
american_scientific_journal-11675	38	19	)	)	PUNCT
american_scientific_journal-11675	38	20	volume	volume	NOUN
american_scientific_journal-11675	38	21	102	102	NUM
american_scientific_journal-11675	38	22	,	,	PUNCT
american_scientific_journal-11675	38	23	no	no	DET
american_scientific_journal-11675	38	24	1	1	NUM
american_scientific_journal-11675	38	25	,	,	PUNCT
american_scientific_journal-11675	38	26	pp	pp	ADV
american_scientific_journal-11675	38	27	54	54	NUM
american_scientific_journal-11675	38	28	-	-	SYM
american_scientific_journal-11675	38	29	63	63	NUM
american_scientific_journal-11675	38	30	56	56	NUM
american_scientific_journal-11675	38	31	payload	payload	NOUN
american_scientific_journal-11675	38	32	,	,	PUNCT
american_scientific_journal-11675	38	33	these	these	DET
american_scientific_journal-11675	38	34	techniques	technique	NOUN
american_scientific_journal-11675	38	35	can	can	AUX
american_scientific_journal-11675	38	36	dramatically	dramatically	ADV
american_scientific_journal-11675	38	37	improve	improve	VERB
american_scientific_journal-11675	38	38	initial	initial	ADJ
american_scientific_journal-11675	38	39	page	page	NOUN
american_scientific_journal-11675	38	40	load	load	NOUN
american_scientific_journal-11675	38	41	times	time	NOUN
american_scientific_journal-11675	38	42	.	.	PUNCT
american_scientific_journal-11675	39	1	in	in	ADP
american_scientific_journal-11675	39	2	a	a	DET
american_scientific_journal-11675	39	3	2022	2022	NUM
american_scientific_journal-11675	39	4	study	study	NOUN
american_scientific_journal-11675	39	5	,	,	PUNCT
american_scientific_journal-11675	39	6	jain	jain	NOUN
american_scientific_journal-11675	39	7	and	and	CCONJ
american_scientific_journal-11675	39	8	his	his	PRON
american_scientific_journal-11675	39	9	colleagues	colleague	NOUN
american_scientific_journal-11675	39	10	implemented	implement	VERB
american_scientific_journal-11675	39	11	lazy	lazy	ADJ
american_scientific_journal-11675	39	12	loading	loading	NOUN
american_scientific_journal-11675	39	13	and	and	CCONJ
american_scientific_journal-11675	39	14	code	code	NOUN
american_scientific_journal-11675	39	15	splitting	splitting	NOUN
american_scientific_journal-11675	39	16	in	in	ADP
american_scientific_journal-11675	39	17	real	real	ADJ
american_scientific_journal-11675	39	18	-	-	PUNCT
american_scientific_journal-11675	39	19	world	world	NOUN
american_scientific_journal-11675	39	20	web	web	NOUN
american_scientific_journal-11675	39	21	apps	app	NOUN
american_scientific_journal-11675	39	22	and	and	CCONJ
american_scientific_journal-11675	39	23	measured	measure	VERB
american_scientific_journal-11675	39	24	the	the	DET
american_scientific_journal-11675	39	25	impact	impact	NOUN
american_scientific_journal-11675	39	26	on	on	ADP
american_scientific_journal-11675	39	27	core	core	NOUN
american_scientific_journal-11675	39	28	web	web	NOUN
american_scientific_journal-11675	39	29	vitals	vital	NOUN
american_scientific_journal-11675	39	30	.	.	PUNCT
american_scientific_journal-11675	40	1	they	they	PRON
american_scientific_journal-11675	40	2	found	find	VERB
american_scientific_journal-11675	40	3	that	that	SCONJ
american_scientific_journal-11675	40	4	combining	combine	VERB
american_scientific_journal-11675	40	5	these	these	DET
american_scientific_journal-11675	40	6	techniques	technique	NOUN
american_scientific_journal-11675	40	7	achieved	achieve	VERB
american_scientific_journal-11675	40	8	up	up	ADP
american_scientific_journal-11675	40	9	to	to	ADP
american_scientific_journal-11675	40	10	a	a	DET
american_scientific_journal-11675	40	11	40	40	NUM
american_scientific_journal-11675	40	12	%	%	NOUN
american_scientific_journal-11675	40	13	reduction	reduction	NOUN
american_scientific_journal-11675	40	14	in	in	ADP
american_scientific_journal-11675	40	15	page	page	NOUN
american_scientific_journal-11675	40	16	load	load	NOUN
american_scientific_journal-11675	40	17	time	time	NOUN
american_scientific_journal-11675	40	18	[	[	X
american_scientific_journal-11675	40	19	4	4	NUM
american_scientific_journal-11675	40	20	]	]	PUNCT
american_scientific_journal-11675	40	21	.	.	PUNCT
american_scientific_journal-11675	41	1	this	this	PRON
american_scientific_journal-11675	41	2	led	lead	VERB
american_scientific_journal-11675	41	3	to	to	ADP
american_scientific_journal-11675	41	4	faster	fast	ADV
american_scientific_journal-11675	41	5	first	first	ADJ
american_scientific_journal-11675	41	6	contentful	contentful	ADJ
american_scientific_journal-11675	41	7	paint	paint	NOUN
american_scientific_journal-11675	41	8	(	(	PUNCT
american_scientific_journal-11675	41	9	fcp	fcp	PROPN
american_scientific_journal-11675	41	10	)	)	PUNCT
american_scientific_journal-11675	41	11	and	and	CCONJ
american_scientific_journal-11675	41	12	time	time	NOUN
american_scientific_journal-11675	41	13	to	to	PART
american_scientific_journal-11675	41	14	interactive	interactive	ADJ
american_scientific_journal-11675	41	15	metrics	metric	NOUN
american_scientific_journal-11675	41	16	.	.	PUNCT
american_scientific_journal-11675	42	1	the	the	DET
american_scientific_journal-11675	42	2	trade	trade	NOUN
american_scientific_journal-11675	42	3	-	-	PUNCT
american_scientific_journal-11675	42	4	off	off	NOUN
american_scientific_journal-11675	42	5	noted	note	VERB
american_scientific_journal-11675	42	6	was	be	AUX
american_scientific_journal-11675	42	7	a	a	DET
american_scientific_journal-11675	42	8	slight	slight	ADJ
american_scientific_journal-11675	42	9	overhead	overhead	NOUN
american_scientific_journal-11675	42	10	of	of	ADP
american_scientific_journal-11675	42	11	additional	additional	ADJ
american_scientific_journal-11675	42	12	network	network	NOUN
american_scientific_journal-11675	42	13	requests	request	NOUN
american_scientific_journal-11675	42	14	when	when	SCONJ
american_scientific_journal-11675	42	15	content	content	NOUN
american_scientific_journal-11675	42	16	is	be	AUX
american_scientific_journal-11675	42	17	loaded	load	VERB
american_scientific_journal-11675	42	18	on	on	ADP
american_scientific_journal-11675	42	19	demand	demand	NOUN
american_scientific_journal-11675	42	20	,	,	PUNCT
american_scientific_journal-11675	42	21	but	but	CCONJ
american_scientific_journal-11675	42	22	smart	smart	ADJ
american_scientific_journal-11675	42	23	caching	cache	VERB
american_scientific_journal-11675	42	24	strategies	strategy	NOUN
american_scientific_journal-11675	42	25	can	can	AUX
american_scientific_journal-11675	42	26	mitigate	mitigate	VERB
american_scientific_journal-11675	42	27	this	this	PRON
american_scientific_journal-11675	42	28	[	[	X
american_scientific_journal-11675	42	29	8	8	NUM
american_scientific_journal-11675	42	30	]	]	PUNCT
american_scientific_journal-11675	42	31	.	.	PUNCT
american_scientific_journal-11675	43	1	another	another	DET
american_scientific_journal-11675	43	2	benefit	benefit	NOUN
american_scientific_journal-11675	43	3	is	be	AUX
american_scientific_journal-11675	43	4	improved	improve	VERB
american_scientific_journal-11675	43	5	perceived	perceive	VERB
american_scientific_journal-11675	43	6	performance	performance	NOUN
american_scientific_journal-11675	43	7	:	:	PUNCT
american_scientific_journal-11675	43	8	by	by	ADP
american_scientific_journal-11675	43	9	prioritizing	prioritize	VERB
american_scientific_journal-11675	43	10	critical	critical	ADJ
american_scientific_journal-11675	43	11	content	content	NOUN
american_scientific_journal-11675	43	12	,	,	PUNCT
american_scientific_journal-11675	43	13	users	user	NOUN
american_scientific_journal-11675	43	14	see	see	VERB
american_scientific_journal-11675	43	15	useful	useful	ADJ
american_scientific_journal-11675	43	16	information	information	NOUN
american_scientific_journal-11675	43	17	sooner	soon	ADV
american_scientific_journal-11675	43	18	,	,	PUNCT
american_scientific_journal-11675	43	19	even	even	ADV
american_scientific_journal-11675	43	20	if	if	SCONJ
american_scientific_journal-11675	43	21	some	some	DET
american_scientific_journal-11675	43	22	assets	asset	NOUN
american_scientific_journal-11675	43	23	load	load	VERB
american_scientific_journal-11675	43	24	later	later	ADV
american_scientific_journal-11675	43	25	.	.	PUNCT
american_scientific_journal-11675	44	1	many	many	ADJ
american_scientific_journal-11675	44	2	modern	modern	ADJ
american_scientific_journal-11675	44	3	frameworks	framework	NOUN
american_scientific_journal-11675	44	4	(	(	PUNCT
american_scientific_journal-11675	44	5	react	react	ADJ
american_scientific_journal-11675	44	6	,	,	PUNCT
american_scientific_journal-11675	44	7	vueport	vueport	NOUN
american_scientific_journal-11675	44	8	)	)	PUNCT
american_scientific_journal-11675	44	9	code	code	NOUN
american_scientific_journal-11675	44	10	splitting	splitting	NOUN
american_scientific_journal-11675	44	11	and	and	CCONJ
american_scientific_journal-11675	44	12	have	have	AUX
american_scientific_journal-11675	44	13	built	build	VERB
american_scientific_journal-11675	44	14	-	-	PUNCT
american_scientific_journal-11675	44	15	in	in	ADP
american_scientific_journal-11675	44	16	mechanisms	mechanism	NOUN
american_scientific_journal-11675	44	17	or	or	CCONJ
american_scientific_journal-11675	44	18	plugins	plugin	NOUN
american_scientific_journal-11675	44	19	for	for	ADP
american_scientific_journal-11675	44	20	lazy	lazy	ADJ
american_scientific_journal-11675	44	21	loading	loading	NOUN
american_scientific_journal-11675	44	22	,	,	PUNCT
american_scientific_journal-11675	44	23	indicating	indicate	VERB
american_scientific_journal-11675	44	24	these	these	DET
american_scientific_journal-11675	44	25	practices	practice	NOUN
american_scientific_journal-11675	44	26	have	have	AUX
american_scientific_journal-11675	44	27	become	become	VERB
american_scientific_journal-11675	44	28	mainstream	mainstream	ADJ
american_scientific_journal-11675	44	29	for	for	ADP
american_scientific_journal-11675	44	30	front	front	ADJ
american_scientific_journal-11675	44	31	-	-	PUNCT
american_scientific_journal-11675	44	32	end	end	NOUN
american_scientific_journal-11675	44	33	optimization	optimization	NOUN
american_scientific_journal-11675	44	34	(	(	PUNCT
american_scientific_journal-11675	44	35	see	see	VERB
american_scientific_journal-11675	44	36	table	table	NOUN
american_scientific_journal-11675	44	37	1	1	NUM
american_scientific_journal-11675	44	38	)	)	PUNCT
american_scientific_journal-11675	44	39	.	.	PUNCT
american_scientific_journal-11675	45	1	table	table	NOUN
american_scientific_journal-11675	45	2	1	1	NUM
american_scientific_journal-11675	45	3	:	:	PUNCT
american_scientific_journal-11675	45	4	front	front	ADJ
american_scientific_journal-11675	45	5	-	-	PUNCT
american_scientific_journal-11675	45	6	end	end	NOUN
american_scientific_journal-11675	45	7	optimization	optimization	NOUN
american_scientific_journal-11675	45	8	techniques	technique	NOUN
american_scientific_journal-11675	45	9	and	and	CCONJ
american_scientific_journal-11675	45	10	performance	performance	NOUN
american_scientific_journal-11675	45	11	impacts	impact	NOUN
american_scientific_journal-11675	45	12	technique	technique	NOUN
american_scientific_journal-11675	45	13	mechanism	mechanism	NOUN
american_scientific_journal-11675	45	14	performance	performance	NOUN
american_scientific_journal-11675	45	15	gain	gain	VERB
american_scientific_journal-11675	45	16	potential	potential	ADJ
american_scientific_journal-11675	45	17	drawbacks	drawback	NOUN
american_scientific_journal-11675	45	18	code	code	NOUN
american_scientific_journal-11675	45	19	splitting	splitting	NOUN
american_scientific_journal-11675	45	20	break	break	NOUN
american_scientific_journal-11675	45	21	js	js	ADJ
american_scientific_journal-11675	45	22	bundles	bundle	NOUN
american_scientific_journal-11675	45	23	into	into	ADP
american_scientific_journal-11675	45	24	smaller	small	ADJ
american_scientific_journal-11675	45	25	chunks	chunk	NOUN
american_scientific_journal-11675	45	26	up	up	ADP
american_scientific_journal-11675	45	27	to	to	PART
american_scientific_journal-11675	45	28	40	40	NUM
american_scientific_journal-11675	45	29	%	%	NOUN
american_scientific_journal-11675	45	30	reduction	reduction	NOUN
american_scientific_journal-11675	45	31	in	in	ADP
american_scientific_journal-11675	45	32	load	load	NOUN
american_scientific_journal-11675	45	33	times	times	ADP
american_scientific_journal-11675	45	34	additional	additional	ADJ
american_scientific_journal-11675	45	35	network	network	NOUN
american_scientific_journal-11675	45	36	requests	request	NOUN
american_scientific_journal-11675	45	37	lazy	lazy	ADJ
american_scientific_journal-11675	45	38	loading	loading	NOUN
american_scientific_journal-11675	45	39	defers	defer	VERB
american_scientific_journal-11675	45	40	non	non	ADJ
american_scientific_journal-11675	45	41	-	-	ADJ
american_scientific_journal-11675	45	42	critical	critical	ADJ
american_scientific_journal-11675	45	43	assets	asset	NOUN
american_scientific_journal-11675	45	44	until	until	SCONJ
american_scientific_journal-11675	45	45	needed	need	VERB
american_scientific_journal-11675	45	46	improves	improve	VERB
american_scientific_journal-11675	45	47	first	first	ADJ
american_scientific_journal-11675	45	48	contentful	contentful	ADJ
american_scientific_journal-11675	45	49	paint	paint	NOUN
american_scientific_journal-11675	45	50	(	(	PUNCT
american_scientific_journal-11675	45	51	fcp	fcp	PROPN
american_scientific_journal-11675	45	52	)	)	PUNCT
american_scientific_journal-11675	45	53	and	and	CCONJ
american_scientific_journal-11675	45	54	time	time	NOUN
american_scientific_journal-11675	45	55	to	to	PART
american_scientific_journal-11675	45	56	interactive	interactive	VERB
american_scientific_journal-11675	45	57	significantly	significantly	ADV
american_scientific_journal-11675	45	58	additional	additional	ADJ
american_scientific_journal-11675	45	59	network	network	NOUN
american_scientific_journal-11675	45	60	requests	request	NOUN
american_scientific_journal-11675	45	61	,	,	PUNCT
american_scientific_journal-11675	45	62	complexity	complexity	NOUN
american_scientific_journal-11675	45	63	in	in	ADP
american_scientific_journal-11675	45	64	caching	cache	VERB
american_scientific_journal-11675	45	65	image	image	NOUN
american_scientific_journal-11675	45	66	optimization	optimization	NOUN
american_scientific_journal-11675	45	67	compresses	compress	VERB
american_scientific_journal-11675	45	68	images	image	NOUN
american_scientific_journal-11675	45	69	,	,	PUNCT
american_scientific_journal-11675	45	70	uses	use	VERB
american_scientific_journal-11675	45	71	modern	modern	ADJ
american_scientific_journal-11675	45	72	formats	format	NOUN
american_scientific_journal-11675	45	73	(	(	PUNCT
american_scientific_journal-11675	45	74	webp	webp	PROPN
american_scientific_journal-11675	45	75	,	,	PUNCT
american_scientific_journal-11675	45	76	avif	avif	NOUN
american_scientific_journal-11675	45	77	)	)	PUNCT
american_scientific_journal-11675	45	78	major	major	ADJ
american_scientific_journal-11675	45	79	reduction	reduction	NOUN
american_scientific_journal-11675	45	80	in	in	ADP
american_scientific_journal-11675	45	81	data	datum	NOUN
american_scientific_journal-11675	45	82	transferred	transfer	VERB
american_scientific_journal-11675	45	83	and	and	CCONJ
american_scientific_journal-11675	45	84	load	load	NOUN
american_scientific_journal-11675	45	85	times	time	NOUN
american_scientific_journal-11675	45	86	additional	additional	ADJ
american_scientific_journal-11675	45	87	complexity	complexity	NOUN
american_scientific_journal-11675	45	88	in	in	ADP
american_scientific_journal-11675	45	89	workflow	workflow	NOUN
american_scientific_journal-11675	45	90	server	server	NOUN
american_scientific_journal-11675	45	91	-	-	PUNCT
american_scientific_journal-11675	45	92	side	side	NOUN
american_scientific_journal-11675	45	93	rendering	rendering	NOUN
american_scientific_journal-11675	45	94	(	(	PUNCT
american_scientific_journal-11675	45	95	ssr	ssr	NOUN
american_scientific_journal-11675	45	96	)	)	PUNCT
american_scientific_journal-11675	45	97	renders	render	VERB
american_scientific_journal-11675	45	98	html	html	NOUN
american_scientific_journal-11675	45	99	content	content	NOUN
american_scientific_journal-11675	45	100	on	on	ADP
american_scientific_journal-11675	45	101	server	server	NOUN
american_scientific_journal-11675	45	102	improves	improve	VERB
american_scientific_journal-11675	45	103	lcp	lcp	PROPN
american_scientific_journal-11675	45	104	,	,	PUNCT
american_scientific_journal-11675	45	105	fid	fid	NOUN
american_scientific_journal-11675	45	106	,	,	PUNCT
american_scientific_journal-11675	45	107	cls	cls	NOUN
american_scientific_journal-11675	45	108	metrics	metric	NOUN
american_scientific_journal-11675	45	109	higher	high	ADJ
american_scientific_journal-11675	45	110	server	server	NOUN
american_scientific_journal-11675	45	111	load	load	NOUN
american_scientific_journal-11675	45	112	,	,	PUNCT
american_scientific_journal-11675	45	113	deployment	deployment	NOUN
american_scientific_journal-11675	45	114	complexity	complexity	NOUN
american_scientific_journal-11675	45	115	minimizing	minimize	VERB
american_scientific_journal-11675	45	116	renderblocking	renderblocke	VERB
american_scientific_journal-11675	45	117	resources	resource	NOUN
american_scientific_journal-11675	45	118	inlines	inline	NOUN
american_scientific_journal-11675	45	119	critical	critical	ADJ
american_scientific_journal-11675	45	120	css	css	PROPN
american_scientific_journal-11675	45	121	,	,	PUNCT
american_scientific_journal-11675	45	122	defers	defer	VERB
american_scientific_journal-11675	45	123	non	non	ADJ
american_scientific_journal-11675	45	124	-	-	ADJ
american_scientific_journal-11675	45	125	critical	critical	ADJ
american_scientific_journal-11675	45	126	js	js	PROPN
american_scientific_journal-11675	45	127	/	/	SYM
american_scientific_journal-11675	45	128	css	css	ADJ
american_scientific_journal-11675	45	129	substantial	substantial	ADJ
american_scientific_journal-11675	45	130	improvements	improvement	NOUN
american_scientific_journal-11675	45	131	in	in	ADP
american_scientific_journal-11675	45	132	fcp	fcp	PROPN
american_scientific_journal-11675	45	133	,	,	PUNCT
american_scientific_journal-11675	45	134	tbt	tbt	PROPN
american_scientific_journal-11675	45	135	metrics	metric	NOUN
american_scientific_journal-11675	45	136	increased	increase	VERB
american_scientific_journal-11675	45	137	complexity	complexity	NOUN
american_scientific_journal-11675	45	138	in	in	ADP
american_scientific_journal-11675	45	139	build	build	NOUN
american_scientific_journal-11675	45	140	tools	tool	NOUN
american_scientific_journal-11675	45	141	image	image	NOUN
american_scientific_journal-11675	45	142	optimization	optimization	NOUN
american_scientific_journal-11675	45	143	is	be	AUX
american_scientific_journal-11675	45	144	another	another	DET
american_scientific_journal-11675	45	145	crucial	crucial	ADJ
american_scientific_journal-11675	45	146	front	front	ADJ
american_scientific_journal-11675	45	147	-	-	PUNCT
american_scientific_journal-11675	45	148	end	end	NOUN
american_scientific_journal-11675	45	149	technique	technique	NOUN
american_scientific_journal-11675	45	150	.	.	PUNCT
american_scientific_journal-11675	46	1	large	large	ADJ
american_scientific_journal-11675	46	2	,	,	PUNCT
american_scientific_journal-11675	46	3	uncompressed	uncompressed	ADJ
american_scientific_journal-11675	46	4	images	image	NOUN
american_scientific_journal-11675	46	5	are	be	AUX
american_scientific_journal-11675	46	6	a	a	DET
american_scientific_journal-11675	46	7	common	common	ADJ
american_scientific_journal-11675	46	8	culprit	culprit	NOUN
american_scientific_journal-11675	46	9	for	for	ADP
american_scientific_journal-11675	46	10	slow	slow	ADJ
american_scientific_journal-11675	46	11	pages	page	NOUN
american_scientific_journal-11675	46	12	.	.	PUNCT
american_scientific_journal-11675	47	1	techniques	technique	NOUN
american_scientific_journal-11675	47	2	such	such	ADJ
american_scientific_journal-11675	47	3	as	as	ADP
american_scientific_journal-11675	47	4	using	use	VERB
american_scientific_journal-11675	47	5	modern	modern	ADJ
american_scientific_journal-11675	47	6	image	image	NOUN
american_scientific_journal-11675	47	7	formats	format	NOUN
american_scientific_journal-11675	47	8	(	(	PUNCT
american_scientific_journal-11675	47	9	webp	webp	X
american_scientific_journal-11675	47	10	/	/	SYM
american_scientific_journal-11675	47	11	avif	avif	PROPN
american_scientific_journal-11675	47	12	)	)	PUNCT
american_scientific_journal-11675	47	13	,	,	PUNCT
american_scientific_journal-11675	47	14	compressing	compress	VERB
american_scientific_journal-11675	47	15	images	image	NOUN
american_scientific_journal-11675	47	16	,	,	PUNCT
american_scientific_journal-11675	47	17	and	and	CCONJ
american_scientific_journal-11675	47	18	serving	serve	VERB
american_scientific_journal-11675	47	19	responsive	responsive	ADJ
american_scientific_journal-11675	47	20	images	image	NOUN
american_scientific_journal-11675	47	21	(	(	PUNCT
american_scientific_journal-11675	47	22	different	different	ADJ
american_scientific_journal-11675	47	23	sizes	size	NOUN
american_scientific_journal-11675	47	24	for	for	ADP
american_scientific_journal-11675	47	25	different	different	ADJ
american_scientific_journal-11675	47	26	greatly	greatly	ADV
american_scientific_journal-11675	47	27	reduce	reduce	VERB
american_scientific_journal-11675	47	28	bytes	byte	NOUN
american_scientific_journal-11675	47	29	transferred	transfer	VERB
american_scientific_journal-11675	47	30	.	.	PUNCT
american_scientific_journal-11675	48	1	additionally	additionally	ADV
american_scientific_journal-11675	48	2	,	,	PUNCT
american_scientific_journal-11675	48	3	lazy	lazy	ADJ
american_scientific_journal-11675	48	4	loading	loading	NOUN
american_scientific_journal-11675	48	5	images	image	NOUN
american_scientific_journal-11675	48	6	(	(	PUNCT
american_scientific_journal-11675	48	7	using	use	VERB
american_scientific_journal-11675	48	8	the	the	DET
american_scientific_journal-11675	48	9	loading="lazy	loading="lazy	PROPN
american_scientific_journal-11675	48	10	"	"	PUNCT
american_scientific_journal-11675	48	11	attribute	attribute	NOUN
american_scientific_journal-11675	48	12	in	in	ADP
american_scientific_journal-11675	48	13	html	html	NOUN
american_scientific_journal-11675	48	14	or	or	CCONJ
american_scientific_journal-11675	48	15	intersection	intersection	NOUN
american_scientific_journal-11675	48	16	observers	observer	NOUN
american_scientific_journal-11675	48	17	in	in	ADP
american_scientific_journal-11675	48	18	javascript	javascript	NOUN
american_scientific_journal-11675	48	19	)	)	PUNCT
american_scientific_journal-11675	48	20	ensures	ensure	VERB
american_scientific_journal-11675	48	21	that	that	SCONJ
american_scientific_journal-11675	48	22	below	below	ADP
american_scientific_journal-11675	48	23	-	-	PUNCT
american_scientific_journal-11675	48	24	the	the	DET
american_scientific_journal-11675	48	25	-	-	PUNCT
american_scientific_journal-11675	48	26	fold	fold	ADJ
american_scientific_journal-11675	48	27	images	image	NOUN
american_scientific_journal-11675	48	28	do	do	AUX
american_scientific_journal-11675	48	29	not	not	PART
american_scientific_journal-11675	48	30	slow	slow	VERB
american_scientific_journal-11675	48	31	down	down	ADP
american_scientific_journal-11675	48	32	the	the	DET
american_scientific_journal-11675	48	33	initial	initial	ADJ
american_scientific_journal-11675	48	34	render	render	NOUN
american_scientific_journal-11675	48	35	.	.	PUNCT
american_scientific_journal-11675	49	1	according	accord	VERB
american_scientific_journal-11675	49	2	to	to	ADP
american_scientific_journal-11675	49	3	a	a	DET
american_scientific_journal-11675	49	4	2024	2024	NUM
american_scientific_journal-11675	49	5	review	review	NOUN
american_scientific_journal-11675	49	6	by	by	ADP
american_scientific_journal-11675	49	7	ekpobimi	ekpobimi	PROPN
american_scientific_journal-11675	49	8	and	and	CCONJ
american_scientific_journal-11675	49	9	his	his	PRON
american_scientific_journal-11675	49	10	colleagues	colleague	NOUN
american_scientific_journal-11675	49	11	image	image	NOUN
american_scientific_journal-11675	49	12	optimization	optimization	NOUN
american_scientific_journal-11675	49	13	coupled	couple	VERB
american_scientific_journal-11675	49	14	with	with	ADP
american_scientific_journal-11675	49	15	lazy	lazy	ADJ
american_scientific_journal-11675	49	16	loading	loading	NOUN
american_scientific_journal-11675	49	17	prevents	prevent	VERB
american_scientific_journal-11675	49	18	excess	excess	ADJ
american_scientific_journal-11675	49	19	data	datum	NOUN
american_scientific_journal-11675	49	20	transfer	transfer	NOUN
american_scientific_journal-11675	49	21	and	and	CCONJ
american_scientific_journal-11675	49	22	can	can	AUX
american_scientific_journal-11675	49	23	reduce	reduce	VERB
american_scientific_journal-11675	49	24	total	total	ADJ
american_scientific_journal-11675	49	25	load	load	NOUN
american_scientific_journal-11675	49	26	times	time	NOUN
american_scientific_journal-11675	49	27	significantly	significantly	ADV
american_scientific_journal-11675	49	28	,	,	PUNCT
american_scientific_journal-11675	49	29	which	which	PRON
american_scientific_journal-11675	49	30	in	in	ADP
american_scientific_journal-11675	49	31	turn	turn	NOUN
american_scientific_journal-11675	49	32	boosts	boost	VERB
american_scientific_journal-11675	49	33	user	user	NOUN
american_scientific_journal-11675	49	34	engagement	engagement	NOUN
american_scientific_journal-11675	49	35	[	[	X
american_scientific_journal-11675	49	36	3	3	NUM
american_scientific_journal-11675	49	37	]	]	PUNCT
american_scientific_journal-11675	49	38	.	.	PUNCT
american_scientific_journal-11675	50	1	they	they	PRON
american_scientific_journal-11675	50	2	emphasize	emphasize	VERB
american_scientific_journal-11675	50	3	that	that	PRON
american_scientific_journal-11675	50	4	front	front	ADJ
american_scientific_journal-11675	50	5	-	-	PUNCT
american_scientific_journal-11675	50	6	end	end	NOUN
american_scientific_journal-11675	50	7	optimization	optimization	NOUN
american_scientific_journal-11675	50	8	is	be	AUX
american_scientific_journal-11675	50	9	vital	vital	ADJ
american_scientific_journal-11675	50	10	not	not	PART
american_scientific_journal-11675	50	11	only	only	ADV
american_scientific_journal-11675	50	12	for	for	ADP
american_scientific_journal-11675	50	13	user	user	NOUN
american_scientific_journal-11675	50	14	experience	experience	NOUN
american_scientific_journal-11675	50	15	but	but	CCONJ
american_scientific_journal-11675	50	16	also	also	ADV
american_scientific_journal-11675	50	17	for	for	ADP
american_scientific_journal-11675	50	18	business	business	NOUN
american_scientific_journal-11675	50	19	metrics	metric	NOUN
american_scientific_journal-11675	50	20	,	,	PUNCT
american_scientific_journal-11675	50	21	citing	cite	VERB
american_scientific_journal-11675	50	22	research	research	NOUN
american_scientific_journal-11675	50	23	that	that	SCONJ
american_scientific_journal-11675	50	24	even	even	ADV
american_scientific_journal-11675	50	25	a	a	DET
american_scientific_journal-11675	50	26	one	one	NUM
american_scientific_journal-11675	50	27	-	-	PUNCT
american_scientific_journal-11675	50	28	second	second	ADJ
american_scientific_journal-11675	50	29	delay	delay	NOUN
american_scientific_journal-11675	50	30	american	american	PROPN
american_scientific_journal-11675	50	31	academic	academic	ADJ
american_scientific_journal-11675	50	32	scientific	scientific	ADJ
american_scientific_journal-11675	50	33	research	research	NOUN
american_scientific_journal-11675	50	34	journal	journal	NOUN
american_scientific_journal-11675	50	35	for	for	ADP
american_scientific_journal-11675	50	36	engineering	engineering	NOUN
american_scientific_journal-11675	50	37	,	,	PUNCT
american_scientific_journal-11675	50	38	technology	technology	NOUN
american_scientific_journal-11675	50	39	,	,	PUNCT
american_scientific_journal-11675	50	40	and	and	CCONJ
american_scientific_journal-11675	50	41	sciences	science	NOUN
american_scientific_journal-11675	50	42	(	(	PUNCT
american_scientific_journal-11675	50	43	asrjets	asrjet	NOUN
american_scientific_journal-11675	50	44	)	)	PUNCT
american_scientific_journal-11675	50	45	volume	volume	NOUN
american_scientific_journal-11675	50	46	102	102	NUM
american_scientific_journal-11675	50	47	,	,	PUNCT
american_scientific_journal-11675	50	48	no	no	DET
american_scientific_journal-11675	50	49	1	1	NUM
american_scientific_journal-11675	50	50	,	,	PUNCT
american_scientific_journal-11675	50	51	pp	pp	ADV
american_scientific_journal-11675	50	52	54	54	NUM
american_scientific_journal-11675	50	53	-	-	SYM
american_scientific_journal-11675	50	54	63	63	NUM
american_scientific_journal-11675	50	55	57	57	NUM
american_scientific_journal-11675	50	56	can	can	AUX
american_scientific_journal-11675	50	57	cause	cause	VERB
american_scientific_journal-11675	50	58	measurable	measurable	ADJ
american_scientific_journal-11675	50	59	drops	drop	NOUN
american_scientific_journal-11675	50	60	in	in	ADP
american_scientific_journal-11675	50	61	conversion	conversion	NOUN
american_scientific_journal-11675	50	62	and	and	CCONJ
american_scientific_journal-11675	50	63	retention	retention	NOUN
american_scientific_journal-11675	50	64	.	.	PUNCT
american_scientific_journal-11675	51	1	server	server	NOUN
american_scientific_journal-11675	51	2	-	-	PUNCT
american_scientific_journal-11675	51	3	side	side	NOUN
american_scientific_journal-11675	51	4	rendering	rendering	NOUN
american_scientific_journal-11675	51	5	(	(	PUNCT
american_scientific_journal-11675	51	6	ssr	ssr	NOUN
american_scientific_journal-11675	51	7	)	)	PUNCT
american_scientific_journal-11675	51	8	and	and	CCONJ
american_scientific_journal-11675	51	9	related	related	ADJ
american_scientific_journal-11675	51	10	approaches	approach	NOUN
american_scientific_journal-11675	51	11	(	(	PUNCT
american_scientific_journal-11675	51	12	like	like	ADP
american_scientific_journal-11675	51	13	static	static	ADJ
american_scientific_journal-11675	51	14	site	site	NOUN
american_scientific_journal-11675	51	15	generation	generation	NOUN
american_scientific_journal-11675	51	16	and	and	CCONJ
american_scientific_journal-11675	51	17	hydration	hydration	NOUN
american_scientific_journal-11675	51	18	)	)	PUNCT
american_scientific_journal-11675	51	19	have	have	AUX
american_scientific_journal-11675	51	20	re	re	VERB
american_scientific_journal-11675	51	21	-	-	VERB
american_scientific_journal-11675	51	22	emerged	emerge	VERB
american_scientific_journal-11675	51	23	as	as	ADP
american_scientific_journal-11675	51	24	important	important	ADJ
american_scientific_journal-11675	51	25	methods	method	NOUN
american_scientific_journal-11675	51	26	to	to	PART
american_scientific_journal-11675	51	27	improve	improve	VERB
american_scientific_journal-11675	51	28	perceived	perceive	VERB
american_scientific_journal-11675	51	29	load	load	NOUN
american_scientific_journal-11675	51	30	time	time	NOUN
american_scientific_journal-11675	51	31	.	.	PUNCT
american_scientific_journal-11675	52	1	in	in	ADP
american_scientific_journal-11675	52	2	client	client	NOUN
american_scientific_journal-11675	52	3	-	-	PUNCT
american_scientific_journal-11675	52	4	side	side	NOUN
american_scientific_journal-11675	52	5	rendered	render	VERB
american_scientific_journal-11675	52	6	single	single	ADJ
american_scientific_journal-11675	52	7	-	-	PUNCT
american_scientific_journal-11675	52	8	page	page	NOUN
american_scientific_journal-11675	52	9	applications	application	NOUN
american_scientific_journal-11675	52	10	,	,	PUNCT
american_scientific_journal-11675	52	11	users	user	NOUN
american_scientific_journal-11675	52	12	often	often	ADV
american_scientific_journal-11675	52	13	wait	wait	VERB
american_scientific_journal-11675	52	14	for	for	ADP
american_scientific_journal-11675	52	15	a	a	DET
american_scientific_journal-11675	52	16	blank	blank	ADJ
american_scientific_journal-11675	52	17	page	page	NOUN
american_scientific_journal-11675	52	18	while	while	SCONJ
american_scientific_journal-11675	52	19	javascript	javascript	NOUN
american_scientific_journal-11675	52	20	downloads	download	NOUN
american_scientific_journal-11675	52	21	and	and	CCONJ
american_scientific_journal-11675	52	22	executes	execute	NOUN
american_scientific_journal-11675	52	23	.	.	PUNCT
american_scientific_journal-11675	53	1	ssr	ssr	PROPN
american_scientific_journal-11675	53	2	mitigates	mitigate	NOUN
american_scientific_journal-11675	53	3	this	this	PRON
american_scientific_journal-11675	53	4	by	by	ADP
american_scientific_journal-11675	53	5	generating	generate	VERB
american_scientific_journal-11675	53	6	the	the	DET
american_scientific_journal-11675	53	7	initial	initial	ADJ
american_scientific_journal-11675	53	8	html	html	NOUN
american_scientific_journal-11675	53	9	on	on	ADP
american_scientific_journal-11675	53	10	the	the	DET
american_scientific_journal-11675	53	11	server	server	NOUN
american_scientific_journal-11675	53	12	so	so	SCONJ
american_scientific_journal-11675	53	13	that	that	SCONJ
american_scientific_journal-11675	53	14	the	the	DET
american_scientific_journal-11675	53	15	browser	browser	NOUN
american_scientific_journal-11675	53	16	can	can	AUX
american_scientific_journal-11675	53	17	display	display	VERB
american_scientific_journal-11675	53	18	content	content	NOUN
american_scientific_journal-11675	53	19	immediately	immediately	ADV
american_scientific_journal-11675	53	20	.	.	PUNCT
american_scientific_journal-11675	54	1	rece	rece	PROPN
american_scientific_journal-11675	54	2	now	now	ADV
american_scientific_journal-11675	54	3	that	that	SCONJ
american_scientific_journal-11675	54	4	ssr	ssr	PROPN
american_scientific_journal-11675	54	5	can	can	AUX
american_scientific_journal-11675	54	6	significantly	significantly	ADV
american_scientific_journal-11675	54	7	improve	improve	VERB
american_scientific_journal-11675	54	8	core	core	NOUN
american_scientific_journal-11675	54	9	web	web	NOUN
american_scientific_journal-11675	54	10	vitals	vital	NOUN
american_scientific_journal-11675	54	11	such	such	ADJ
american_scientific_journal-11675	54	12	as	as	ADP
american_scientific_journal-11675	54	13	largest	large	ADJ
american_scientific_journal-11675	54	14	contentful	contentful	ADJ
american_scientific_journal-11675	54	15	paint	paint	NOUN
american_scientific_journal-11675	54	16	(	(	PUNCT
american_scientific_journal-11675	54	17	lcp	lcp	PROPN
american_scientific_journal-11675	54	18	)	)	PUNCT
american_scientific_journal-11675	55	1	[	[	X
american_scientific_journal-11675	55	2	8	8	NUM
american_scientific_journal-11675	55	3	]	]	PUNCT
american_scientific_journal-11675	55	4	.	.	PUNCT
american_scientific_journal-11675	56	1	by	by	ADP
american_scientific_journal-11675	56	2	sending	send	VERB
american_scientific_journal-11675	56	3	a	a	DET
american_scientific_journal-11675	56	4	fully	fully	ADV
american_scientific_journal-11675	56	5	rendered	render	VERB
american_scientific_journal-11675	56	6	html	html	NOUN
american_scientific_journal-11675	56	7	,	,	PUNCT
american_scientific_journal-11675	56	8	ssr	ssr	PROPN
american_scientific_journal-11675	56	9	reduces	reduce	VERB
american_scientific_journal-11675	56	10	the	the	DET
american_scientific_journal-11675	56	11	amount	amount	NOUN
american_scientific_journal-11675	56	12	of	of	ADP
american_scientific_journal-11675	56	13	javascript	javascript	NOUN
american_scientific_journal-11675	56	14	that	that	PRON
american_scientific_journal-11675	56	15	must	must	AUX
american_scientific_journal-11675	56	16	run	run	VERB
american_scientific_journal-11675	56	17	before	before	ADP
american_scientific_journal-11675	56	18	content	content	NOUN
american_scientific_journal-11675	56	19	is	be	AUX
american_scientific_journal-11675	56	20	visible	visible	ADJ
american_scientific_journal-11675	56	21	,	,	PUNCT
american_scientific_journal-11675	56	22	leading	lead	VERB
american_scientific_journal-11675	56	23	to	to	ADP
american_scientific_journal-11675	56	24	faster	fast	ADJ
american_scientific_journal-11675	56	25	first	first	ADJ
american_scientific_journal-11675	56	26	paint	paint	NOUN
american_scientific_journal-11675	56	27	.	.	PUNCT
american_scientific_journal-11675	57	1	shad	shad	PROPN
american_scientific_journal-11675	57	2	super	super	ADJ
american_scientific_journal-11675	57	3	(	(	PUNCT
american_scientific_journal-11675	57	4	2024	2024	NUM
american_scientific_journal-11675	57	5	)	)	PUNCT
american_scientific_journal-11675	57	6	notes	note	VERB
american_scientific_journal-11675	57	7	that	that	SCONJ
american_scientific_journal-11675	57	8	ssr	ssr	PROPN
american_scientific_journal-11675	57	9	tends	tend	VERB
american_scientific_journal-11675	57	10	to	to	PART
american_scientific_journal-11675	57	11	especially	especially	ADV
american_scientific_journal-11675	57	12	benefit	benefit	VERB
american_scientific_journal-11675	57	13	lcp	lcp	NOUN
american_scientific_journal-11675	57	14	and	and	CCONJ
american_scientific_journal-11675	57	15	also	also	ADV
american_scientific_journal-11675	57	16	contributes	contribute	VERB
american_scientific_journal-11675	57	17	to	to	ADP
american_scientific_journal-11675	57	18	better	well	ADJ
american_scientific_journal-11675	57	19	first	first	ADJ
american_scientific_journal-11675	57	20	input	input	NOUN
american_scientific_journal-11675	57	21	delay	delay	NOUN
american_scientific_journal-11675	57	22	(	(	PUNCT
american_scientific_journal-11675	57	23	fid	fid	NOUN
american_scientific_journal-11675	57	24	)	)	PUNCT
american_scientific_journal-11675	57	25	and	and	CCONJ
american_scientific_journal-11675	57	26	cumulative	cumulative	ADJ
american_scientific_journal-11675	57	27	layout	layout	NOUN
american_scientific_journal-11675	57	28	shift	shift	NOUN
american_scientific_journal-11675	57	29	(	(	PUNCT
american_scientific_journal-11675	57	30	cls	cls	NOUN
american_scientific_journal-11675	57	31	)	)	PUNCT
american_scientific_journal-11675	57	32	because	because	SCONJ
american_scientific_journal-11675	57	33	the	the	DET
american_scientific_journal-11675	57	34	browser	browser	NOUN
american_scientific_journal-11675	57	35	has	have	VERB
american_scientific_journal-11675	57	36	less	less	ADJ
american_scientific_journal-11675	57	37	work	work	NOUN
american_scientific_journal-11675	57	38	and	and	CCONJ
american_scientific_journal-11675	57	39	more	more	ADV
american_scientific_journal-11675	57	40	stable	stable	ADJ
american_scientific_journal-11675	57	41	content	content	NOUN
american_scientific_journal-11675	57	42	on	on	ADP
american_scientific_journal-11675	57	43	initial	initial	ADJ
american_scientific_journal-11675	57	44	load	load	NOUN
american_scientific_journal-11675	58	1	[	[	X
american_scientific_journal-11675	58	2	8	8	NUM
american_scientific_journal-11675	58	3	]	]	PUNCT
american_scientific_journal-11675	58	4	.	.	PUNCT
american_scientific_journal-11675	59	1	an	an	DET
american_scientific_journal-11675	59	2	added	add	VERB
american_scientific_journal-11675	59	3	bonus	bonus	NOUN
american_scientific_journal-11675	59	4	is	be	AUX
american_scientific_journal-11675	59	5	improved	improve	VERB
american_scientific_journal-11675	59	6	seo	seo	NOUN
american_scientific_journal-11675	59	7	,	,	PUNCT
american_scientific_journal-11675	59	8	as	as	SCONJ
american_scientific_journal-11675	59	9	search	search	NOUN
american_scientific_journal-11675	59	10	engine	engine	NOUN
american_scientific_journal-11675	59	11	bots	bot	NOUN
american_scientific_journal-11675	59	12	can	can	AUX
american_scientific_journal-11675	59	13	crawl	crawl	VERB
american_scientific_journal-11675	59	14	the	the	DET
american_scientific_journal-11675	59	15	pre	pre	ADJ
american_scientific_journal-11675	59	16	-	-	ADJ
american_scientific_journal-11675	59	17	rendered	render	VERB
american_scientific_journal-11675	59	18	content	content	NOUN
american_scientific_journal-11675	59	19	more	more	ADV
american_scientific_journal-11675	59	20	easily	easily	ADV
american_scientific_journal-11675	59	21	.	.	PUNCT
american_scientific_journal-11675	60	1	modern	modern	ADJ
american_scientific_journal-11675	60	2	web	web	NOUN
american_scientific_journal-11675	60	3	frameworks	framework	NOUN
american_scientific_journal-11675	60	4	like	like	ADP
american_scientific_journal-11675	60	5	next.js	next.js	NUM
american_scientific_journal-11675	60	6	and	and	CCONJ
american_scientific_journal-11675	60	7	nuxt.js	nuxt.js	NOUN
american_scientific_journal-11675	60	8	have	have	AUX
american_scientific_journal-11675	60	9	popularized	popularize	VERB
american_scientific_journal-11675	60	10	ssr	ssr	NOUN
american_scientific_journal-11675	60	11	and	and	CCONJ
american_scientific_journal-11675	60	12	static	static	ADJ
american_scientific_journal-11675	60	13	generation	generation	NOUN
american_scientific_journal-11675	60	14	,	,	PUNCT
american_scientific_journal-11675	60	15	often	often	ADV
american_scientific_journal-11675	60	16	in	in	ADP
american_scientific_journal-11675	60	17	combination	combination	NOUN
american_scientific_journal-11675	60	18	with	with	ADP
american_scientific_journal-11675	60	19	client	client	NOUN
american_scientific_journal-11675	60	20	-	-	PUNCT
american_scientific_journal-11675	60	21	side	side	NOUN
american_scientific_journal-11675	60	22	hydration	hydration	NOUN
american_scientific_journal-11675	60	23	(	(	PUNCT
american_scientific_journal-11675	60	24	whereby	whereby	SCONJ
american_scientific_journal-11675	60	25	the	the	DET
american_scientific_journal-11675	60	26	server	server	NOUN
american_scientific_journal-11675	60	27	-	-	PUNCT
american_scientific_journal-11675	60	28	rendered	render	VERB
american_scientific_journal-11675	60	29	page	page	NOUN
american_scientific_journal-11675	60	30	is	be	AUX
american_scientific_journal-11675	60	31	made	make	VERB
american_scientific_journal-11675	60	32	interactive	interactive	ADJ
american_scientific_journal-11675	60	33	after	after	ADP
american_scientific_journal-11675	60	34	load	load	NOUN
american_scientific_journal-11675	60	35	)	)	PUNCT
american_scientific_journal-11675	60	36	.	.	PUNCT
american_scientific_journal-11675	61	1	the	the	DET
american_scientific_journal-11675	61	2	main	main	ADJ
american_scientific_journal-11675	61	3	drawback	drawback	NOUN
american_scientific_journal-11675	61	4	of	of	ADP
american_scientific_journal-11675	61	5	ssr	ssr	PROPN
american_scientific_journal-11675	61	6	is	be	AUX
american_scientific_journal-11675	61	7	increased	increase	VERB
american_scientific_journal-11675	61	8	load	load	NOUN
american_scientific_journal-11675	61	9	on	on	ADP
american_scientific_journal-11675	61	10	the	the	DET
american_scientific_journal-11675	61	11	server	server	NOUN
american_scientific_journal-11675	61	12	and	and	CCONJ
american_scientific_journal-11675	61	13	potential	potential	ADJ
american_scientific_journal-11675	61	14	complexity	complexity	NOUN
american_scientific_journal-11675	61	15	in	in	ADP
american_scientific_journal-11675	61	16	deployment	deployment	NOUN
american_scientific_journal-11675	61	17	,	,	PUNCT
american_scientific_journal-11675	61	18	but	but	CCONJ
american_scientific_journal-11675	61	19	many	many	ADJ
american_scientific_journal-11675	61	20	frameworks	framework	NOUN
american_scientific_journal-11675	61	21	and	and	CCONJ
american_scientific_journal-11675	61	22	services	service	NOUN
american_scientific_journal-11675	61	23	have	have	AUX
american_scientific_journal-11675	61	24	evolved	evolve	VERB
american_scientific_journal-11675	61	25	to	to	PART
american_scientific_journal-11675	61	26	ease	ease	VERB
american_scientific_journal-11675	61	27	this	this	PRON
american_scientific_journal-11675	61	28	.	.	PUNCT
american_scientific_journal-11675	62	1	overall	overall	ADJ
american_scientific_journal-11675	62	2	,	,	PUNCT
american_scientific_journal-11675	62	3	ssr	ssr	PROPN
american_scientific_journal-11675	62	4	is	be	AUX
american_scientific_journal-11675	62	5	a	a	DET
american_scientific_journal-11675	62	6	key	key	ADJ
american_scientific_journal-11675	62	7	technique	technique	NOUN
american_scientific_journal-11675	62	8	for	for	ADP
american_scientific_journal-11675	62	9	optimizing	optimize	VERB
american_scientific_journal-11675	62	10	performance	performance	NOUN
american_scientific_journal-11675	62	11	,	,	PUNCT
american_scientific_journal-11675	62	12	especially	especially	ADV
american_scientific_journal-11675	62	13	for	for	ADP
american_scientific_journal-11675	62	14	first	first	ADJ
american_scientific_journal-11675	62	15	-	-	PUNCT
american_scientific_journal-11675	62	16	page	page	NOUN
american_scientific_journal-11675	62	17	load	load	NOUN
american_scientific_journal-11675	62	18	of	of	ADP
american_scientific_journal-11675	62	19	dynamic	dynamic	ADJ
american_scientific_journal-11675	62	20	web	web	NOUN
american_scientific_journal-11675	62	21	applications	application	NOUN
american_scientific_journal-11675	62	22	.	.	PUNCT
american_scientific_journal-11675	63	1	efficient	efficient	ADJ
american_scientific_journal-11675	63	2	use	use	NOUN
american_scientific_journal-11675	63	3	of	of	ADP
american_scientific_journal-11675	63	4	the	the	DET
american_scientific_journal-11675	63	5	browser	browser	NOUN
american_scientific_journal-11675	63	6	is	be	AUX
american_scientific_journal-11675	63	7	also	also	ADV
american_scientific_journal-11675	63	8	crucial	crucial	ADJ
american_scientific_journal-11675	63	9	.	.	PUNCT
american_scientific_journal-11675	64	1	techniques	technique	NOUN
american_scientific_journal-11675	64	2	such	such	ADJ
american_scientific_journal-11675	64	3	as	as	ADP
american_scientific_journal-11675	64	4	minimizing	minimize	VERB
american_scientific_journal-11675	64	5	render	render	VERB
american_scientific_journal-11675	64	6	-	-	PUNCT
american_scientific_journal-11675	64	7	blocking	block	VERB
american_scientific_journal-11675	64	8	resources	resource	NOUN
american_scientific_journal-11675	64	9	(	(	PUNCT
american_scientific_journal-11675	64	10	e.g.	e.g.	ADV
american_scientific_journal-11675	64	11	,	,	PUNCT
american_scientific_journal-11675	64	12	inlining	inline	VERB
american_scientific_journal-11675	64	13	critical	critical	ADJ
american_scientific_journal-11675	64	14	css	css	NOUN
american_scientific_journal-11675	64	15	and	and	CCONJ
american_scientific_journal-11675	64	16	deferring	defer	VERB
american_scientific_journal-11675	64	17	non	non	ADJ
american_scientific_journal-11675	64	18	-	-	ADJ
american_scientific_journal-11675	64	19	critical	critical	ADJ
american_scientific_journal-11675	64	20	css	css	PROPN
american_scientific_journal-11675	64	21	/	/	SYM
american_scientific_journal-11675	64	22	js	js	PROPN
american_scientific_journal-11675	64	23	)	)	PUNCT
american_scientific_journal-11675	64	24	,	,	PUNCT
american_scientific_journal-11675	64	25	using	use	VERB
american_scientific_journal-11675	64	26	asynchronous	asynchronous	ADJ
american_scientific_journal-11675	64	27	fetching	fetching	NOUN
american_scientific_journal-11675	64	28	,	,	PUNCT
american_scientific_journal-11675	64	29	and	and	CCONJ
american_scientific_journal-11675	64	30	leveraging	leverage	VERB
american_scientific_journal-11675	64	31	the	the	DET
american_scientific_journal-11675	64	32	browser	browser	NOUN
american_scientific_journal-11675	64	33	cache	cache	NOUN
american_scientific_journal-11675	64	34	all	all	PRON
american_scientific_journal-11675	64	35	yield	yield	VERB
american_scientific_journal-11675	64	36	performance	performance	NOUN
american_scientific_journal-11675	64	37	gains	gain	NOUN
american_scientific_journal-11675	64	38	.	.	PUNCT
american_scientific_journal-11675	65	1	front	front	ADJ
american_scientific_journal-11675	65	2	-	-	PUNCT
american_scientific_journal-11675	65	3	end	end	NOUN
american_scientific_journal-11675	65	4	developers	developer	NOUN
american_scientific_journal-11675	65	5	now	now	ADV
american_scientific_journal-11675	65	6	routinely	routinely	ADV
american_scientific_journal-11675	65	7	measure	measure	VERB
american_scientific_journal-11675	65	8	metrics	metric	NOUN
american_scientific_journal-11675	65	9	like	like	ADP
american_scientific_journal-11675	65	10	fcp	fcp	PROPN
american_scientific_journal-11675	65	11	,	,	PUNCT
american_scientific_journal-11675	65	12	lcp	lcp	PROPN
american_scientific_journal-11675	65	13	,	,	PUNCT
american_scientific_journal-11675	65	14	and	and	CCONJ
american_scientific_journal-11675	65	15	total	total	ADJ
american_scientific_journal-11675	65	16	blocking	blocking	NOUN
american_scientific_journal-11675	65	17	time	time	NOUN
american_scientific_journal-11675	65	18	(	(	PUNCT
american_scientific_journal-11675	65	19	tbt	tbt	PROPN
american_scientific_journal-11675	65	20	)	)	PUNCT
american_scientific_journal-11675	65	21	to	to	PART
american_scientific_journal-11675	65	22	guide	guide	VERB
american_scientific_journal-11675	65	23	their	their	PRON
american_scientific_journal-11675	65	24	optimizations	optimization	NOUN
american_scientific_journal-11675	65	25	,	,	PUNCT
american_scientific_journal-11675	65	26	as	as	SCONJ
american_scientific_journal-11675	65	27	encouraged	encourage	VERB
american_scientific_journal-11675	65	28	by	by	ADP
american_scientific_journal-11675	65	29	google	google	PROPN
american_scientific_journal-11675	65	30	’s	’s	PART
american_scientific_journal-11675	65	31	core	core	NOUN
american_scientific_journal-11675	65	32	web	web	NOUN
american_scientific_journal-11675	65	33	vitals	vital	NOUN
american_scientific_journal-11675	65	34	initiative	initiative	NOUN
american_scientific_journal-11675	65	35	.	.	PUNCT
american_scientific_journal-11675	66	1	by	by	ADP
american_scientific_journal-11675	66	2	integrating	integrate	VERB
american_scientific_journal-11675	66	3	strategies	strategy	NOUN
american_scientific_journal-11675	66	4	like	like	ADP
american_scientific_journal-11675	66	5	those	those	PRON
american_scientific_journal-11675	66	6	above	above	ADJ
american_scientific_journal-11675	66	7	,	,	PUNCT
american_scientific_journal-11675	66	8	teams	team	NOUN
american_scientific_journal-11675	66	9	have	have	AUX
american_scientific_journal-11675	66	10	achieved	achieve	VERB
american_scientific_journal-11675	66	11	substantial	substantial	ADJ
american_scientific_journal-11675	66	12	improvements	improvement	NOUN
american_scientific_journal-11675	66	13	.	.	PUNCT
american_scientific_journal-11675	67	1	for	for	ADP
american_scientific_journal-11675	67	2	instance	instance	NOUN
american_scientific_journal-11675	67	3	,	,	PUNCT
american_scientific_journal-11675	67	4	in	in	ADP
american_scientific_journal-11675	67	5	an	an	DET
american_scientific_journal-11675	67	6	industrial	industrial	ADJ
american_scientific_journal-11675	67	7	case	case	NOUN
american_scientific_journal-11675	67	8	study	study	NOUN
american_scientific_journal-11675	67	9	(	(	PUNCT
american_scientific_journal-11675	67	10	2023	2023	NUM
american_scientific_journal-11675	67	11	)	)	PUNCT
american_scientific_journal-11675	67	12	at	at	ADP
american_scientific_journal-11675	67	13	an	an	DET
american_scientific_journal-11675	67	14	agri	agri	NOUN
american_scientific_journal-11675	67	15	-	-	PUNCT
american_scientific_journal-11675	67	16	tech	tech	NOUN
american_scientific_journal-11675	67	17	company	company	NOUN
american_scientific_journal-11675	67	18	,	,	PUNCT
american_scientific_journal-11675	67	19	engineers	engineer	NOUN
american_scientific_journal-11675	67	20	applied	apply	VERB
american_scientific_journal-11675	67	21	13	13	NUM
american_scientific_journal-11675	67	22	distinct	distinct	ADJ
american_scientific_journal-11675	67	23	front	front	ADJ
american_scientific_journal-11675	67	24	-	-	PUNCT
american_scientific_journal-11675	67	25	end	end	NOUN
american_scientific_journal-11675	67	26	interventions	intervention	NOUN
american_scientific_journal-11675	67	27	(	(	PUNCT
american_scientific_journal-11675	67	28	like	like	ADP
american_scientific_journal-11675	67	29	code	code	NOUN
american_scientific_journal-11675	67	30	splitting	splitting	NOUN
american_scientific_journal-11675	67	31	,	,	PUNCT
american_scientific_journal-11675	67	32	optimizing	optimize	VERB
american_scientific_journal-11675	67	33	third	third	ADJ
american_scientific_journal-11675	67	34	-	-	PUNCT
american_scientific_journal-11675	67	35	party	party	NOUN
american_scientific_journal-11675	67	36	scripts	script	NOUN
american_scientific_journal-11675	67	37	,	,	PUNCT
american_scientific_journal-11675	67	38	etc	etc	X
american_scientific_journal-11675	67	39	.	.	X
american_scientific_journal-11675	67	40	)	)	PUNCT
american_scientific_journal-11675	68	1	over	over	ADP
american_scientific_journal-11675	68	2	four	four	NUM
american_scientific_journal-11675	68	3	months	month	NOUN
american_scientific_journal-11675	68	4	.	.	PUNCT
american_scientific_journal-11675	69	1	the	the	DET
american_scientific_journal-11675	69	2	outcome	outcome	NOUN
american_scientific_journal-11675	69	3	was	be	AUX
american_scientific_journal-11675	69	4	remarkable	remarkable	ADJ
american_scientific_journal-11675	69	5	:	:	PUNCT
american_scientific_journal-11675	69	6	on	on	ADP
american_scientific_journal-11675	69	7	desktop	desktop	NOUN
american_scientific_journal-11675	69	8	,	,	PUNCT
american_scientific_journal-11675	69	9	first	first	ADV
american_scientific_journal-11675	69	10	contentful	contentful	ADJ
american_scientific_journal-11675	69	11	paint	paint	NOUN
american_scientific_journal-11675	69	12	was	be	AUX
american_scientific_journal-11675	69	13	reduced	reduce	VERB
american_scientific_journal-11675	69	14	by	by	ADP
american_scientific_journal-11675	69	15	98.37	98.37	NUM
american_scientific_journal-11675	69	16	%	%	NOUN
american_scientific_journal-11675	69	17	,	,	PUNCT
american_scientific_journal-11675	69	18	and	and	CCONJ
american_scientific_journal-11675	69	19	on	on	ADP
american_scientific_journal-11675	69	20	mobile	mobile	NOUN
american_scientific_journal-11675	69	21	by	by	ADP
american_scientific_journal-11675	69	22	97.56	97.56	NUM
american_scientific_journal-11675	69	23	%	%	NOUN
american_scientific_journal-11675	69	24	,	,	PUNCT
american_scientific_journal-11675	69	25	while	while	SCONJ
american_scientific_journal-11675	69	26	the	the	DET
american_scientific_journal-11675	69	27	speed	speed	NOUN
american_scientific_journal-11675	69	28	index	index	NOUN
american_scientific_journal-11675	69	29	improved	improve	VERB
american_scientific_journal-11675	69	30	~48	~48	NOUN
american_scientific_journal-11675	69	31	%	%	NOUN
american_scientific_journal-11675	69	32	(	(	PUNCT
american_scientific_journal-11675	69	33	desktop	desktop	NOUN
american_scientific_journal-11675	69	34	)	)	PUNCT
american_scientific_journal-11675	69	35	and	and	CCONJ
american_scientific_journal-11675	69	36	~20	~20	ADP
american_scientific_journal-11675	69	37	%	%	NOUN
american_scientific_journal-11675	69	38	(	(	PUNCT
american_scientific_journal-11675	69	39	mobile	mobile	NOUN
american_scientific_journal-11675	69	40	)	)	PUNCT
american_scientific_journal-11675	70	1	[	[	X
american_scientific_journal-11675	70	2	6	6	NUM
american_scientific_journal-11675	70	3	]	]	PUNCT
american_scientific_journal-11675	70	4	.	.	PUNCT
american_scientific_journal-11675	71	1	this	this	PRON
american_scientific_journal-11675	71	2	means	mean	VERB
american_scientific_journal-11675	71	3	pages	page	NOUN
american_scientific_journal-11675	71	4	that	that	PRON
american_scientific_journal-11675	71	5	initially	initially	ADV
american_scientific_journal-11675	71	6	took	take	VERB
american_scientific_journal-11675	71	7	several	several	ADJ
american_scientific_journal-11675	71	8	seconds	second	NOUN
american_scientific_journal-11675	71	9	to	to	PART
american_scientific_journal-11675	71	10	render	render	VERB
american_scientific_journal-11675	71	11	became	become	VERB
american_scientific_journal-11675	71	12	interactive	interactive	ADJ
american_scientific_journal-11675	71	13	in	in	ADP
american_scientific_journal-11675	71	14	a	a	DET
american_scientific_journal-11675	71	15	fraction	fraction	NOUN
american_scientific_journal-11675	71	16	of	of	ADP
american_scientific_journal-11675	71	17	a	a	DET
american_scientific_journal-11675	71	18	second	second	ADJ
american_scientific_journal-11675	71	19	after	after	ADP
american_scientific_journal-11675	71	20	age	age	NOUN
american_scientific_journal-11675	71	21	.	.	PUNCT
american_scientific_journal-11675	72	1	these	these	DET
american_scientific_journal-11675	72	2	data	data	NOUN
american_scientific_journal-11675	72	3	-	-	PUNCT
american_scientific_journal-11675	72	4	driven	drive	VERB
american_scientific_journal-11675	72	5	results	result	NOUN
american_scientific_journal-11675	72	6	underscore	underscore	VERB
american_scientific_journal-11675	72	7	how	how	SCONJ
american_scientific_journal-11675	72	8	crucial	crucial	ADJ
american_scientific_journal-11675	72	9	front	front	ADJ
american_scientific_journal-11675	72	10	-	-	PUNCT
american_scientific_journal-11675	72	11	end	end	NOUN
american_scientific_journal-11675	72	12	performance	performance	NOUN
american_scientific_journal-11675	72	13	techniques	technique	NOUN
american_scientific_journal-11675	72	14	strategically	strategically	ADV
american_scientific_journal-11675	72	15	reducing	reduce	VERB
american_scientific_journal-11675	72	16	,	,	PUNCT
american_scientific_journal-11675	72	17	deferring	deferring	NOUN
american_scientific_journal-11675	72	18	,	,	PUNCT
american_scientific_journal-11675	72	19	and	and	CCONJ
american_scientific_journal-11675	72	20	streamlining	streamline	VERB
american_scientific_journal-11675	72	21	what	what	PRON
american_scientific_journal-11675	72	22	the	the	DET
american_scientific_journal-11675	72	23	browser	browser	NOUN
american_scientific_journal-11675	72	24	must	must	AUX
american_scientific_journal-11675	72	25	do	do	VERB
american_scientific_journal-11675	72	26	,	,	PUNCT
american_scientific_journal-11675	72	27	developers	developer	NOUN
american_scientific_journal-11675	72	28	can	can	AUX
american_scientific_journal-11675	72	29	deliver	deliver	VERB
american_scientific_journal-11675	72	30	far	far	ADV
american_scientific_journal-11675	72	31	faster	fast	ADJ
american_scientific_journal-11675	72	32	user	user	NOUN
american_scientific_journal-11675	72	33	experiences	experience	NOUN
american_scientific_journal-11675	72	34	.	.	PUNCT
american_scientific_journal-11675	73	1	in	in	ADP
american_scientific_journal-11675	73	2	summary	summary	NOUN
american_scientific_journal-11675	73	3	,	,	PUNCT
american_scientific_journal-11675	73	4	modern	modern	ADJ
american_scientific_journal-11675	73	5	front	front	ADJ
american_scientific_journal-11675	73	6	-	-	PUNCT
american_scientific_journal-11675	73	7	end	end	NOUN
american_scientific_journal-11675	73	8	optimization	optimization	NOUN
american_scientific_journal-11675	73	9	leverages	leverage	NOUN
american_scientific_journal-11675	73	10	and	and	CCONJ
american_scientific_journal-11675	73	11	lazy	lazy	ADJ
american_scientific_journal-11675	73	12	loading	loading	NOUN
american_scientific_journal-11675	73	13	to	to	PART
american_scientific_journal-11675	73	14	limit	limit	VERB
american_scientific_journal-11675	73	15	initial	initial	ADJ
american_scientific_journal-11675	73	16	work	work	NOUN
american_scientific_journal-11675	73	17	,	,	PUNCT
american_scientific_journal-11675	73	18	employs	employ	VERB
american_scientific_journal-11675	73	19	ssr	ssr	NOUN
american_scientific_journal-11675	73	20	to	to	PART
american_scientific_journal-11675	73	21	accelerate	accelerate	VERB
american_scientific_journal-11675	73	22	first	first	ADJ
american_scientific_journal-11675	73	23	paint	paint	NOUN
american_scientific_journal-11675	73	24	,	,	PUNCT
american_scientific_journal-11675	73	25	optimizes	optimize	VERB
american_scientific_journal-11675	73	26	asset	asset	NOUN
american_scientific_journal-11675	73	27	loading	loading	NOUN
american_scientific_journal-11675	73	28	(	(	PUNCT
american_scientific_journal-11675	73	29	images	image	NOUN
american_scientific_journal-11675	73	30	,	,	PUNCT
american_scientific_journal-11675	73	31	css	css	PROPN
american_scientific_journal-11675	73	32	,	,	PUNCT
american_scientific_journal-11675	73	33	js	js	PROPN
american_scientific_journal-11675	73	34	)	)	PUNCT
american_scientific_journal-11675	73	35	to	to	PART
american_scientific_journal-11675	73	36	save	save	VERB
american_scientific_journal-11675	73	37	bandwidth	bandwidth	NOUN
american_scientific_journal-11675	73	38	,	,	PUNCT
american_scientific_journal-11675	73	39	and	and	CCONJ
american_scientific_journal-11675	73	40	uses	use	VERB
american_scientific_journal-11675	73	41	careful	careful	ADJ
american_scientific_journal-11675	73	42	scheduling	scheduling	NOUN
american_scientific_journal-11675	73	43	of	of	ADP
american_scientific_journal-11675	73	44	work	work	NOUN
american_scientific_journal-11675	73	45	(	(	PUNCT
american_scientific_journal-11675	73	46	via	via	ADP
american_scientific_journal-11675	73	47	async	async	NOUN
american_scientific_journal-11675	73	48	scripts	script	NOUN
american_scientific_journal-11675	73	49	,	,	PUNCT
american_scientific_journal-11675	73	50	requestidlecallback	requestidlecallback	NOUN
american_scientific_journal-11675	73	51	,	,	PUNCT
american_scientific_journal-11675	73	52	etc	etc	X
american_scientific_journal-11675	73	53	.	.	X
american_scientific_journal-11675	73	54	)	)	PUNCT
american_scientific_journal-11675	73	55	to	to	PART
american_scientific_journal-11675	73	56	avoid	avoid	VERB
american_scientific_journal-11675	73	57	main	main	ADJ
american_scientific_journal-11675	73	58	thread	thread	NOUN
american_scientific_journal-11675	73	59	jank	jank	NOUN
american_scientific_journal-11675	73	60	.	.	PUNCT
american_scientific_journal-11675	74	1	when	when	SCONJ
american_scientific_journal-11675	74	2	combined	combine	VERB
american_scientific_journal-11675	74	3	,	,	PUNCT
american_scientific_journal-11675	74	4	these	these	DET
american_scientific_journal-11675	74	5	approaches	approach	NOUN
american_scientific_journal-11675	74	6	directly	directly	ADV
american_scientific_journal-11675	74	7	translate	translate	VERB
american_scientific_journal-11675	74	8	to	to	ADP
american_scientific_journal-11675	74	9	better	well	ADJ
american_scientific_journal-11675	74	10	usability	usability	NOUN
american_scientific_journal-11675	74	11	and	and	CCONJ
american_scientific_journal-11675	74	12	business	business	NOUN
american_scientific_journal-11675	74	13	outcomes	outcome	NOUN
american_scientific_journal-11675	74	14	.	.	PUNCT
american_scientific_journal-11675	75	1	back	back	ADJ
american_scientific_journal-11675	75	2	-	-	PUNCT
american_scientific_journal-11675	75	3	end	end	NOUN
american_scientific_journal-11675	75	4	and	and	CCONJ
american_scientific_journal-11675	75	5	techniques	technique	NOUN
american_scientific_journal-11675	75	6	improving	improve	VERB
american_scientific_journal-11675	75	7	back	back	ADJ
american_scientific_journal-11675	75	8	-	-	PUNCT
american_scientific_journal-11675	75	9	end	end	NOUN
american_scientific_journal-11675	75	10	performance	performance	NOUN
american_scientific_journal-11675	75	11	is	be	AUX
american_scientific_journal-11675	75	12	equally	equally	ADV
american_scientific_journal-11675	75	13	important	important	ADJ
american_scientific_journal-11675	75	14	,	,	PUNCT
american_scientific_journal-11675	75	15	as	as	SCONJ
american_scientific_journal-11675	75	16	server	server	NOUN
american_scientific_journal-11675	75	17	processing	processing	NOUN
american_scientific_journal-11675	75	18	time	time	NOUN
american_scientific_journal-11675	75	19	and	and	CCONJ
american_scientific_journal-11675	75	20	network	network	NOUN
american_scientific_journal-11675	75	21	delivery	delivery	NOUN
american_scientific_journal-11675	75	22	can	can	AUX
american_scientific_journal-11675	75	23	bottleneck	bottleneck	VERB
american_scientific_journal-11675	75	24	overall	overall	ADJ
american_scientific_journal-11675	75	25	response	response	NOUN
american_scientific_journal-11675	75	26	time	time	NOUN
american_scientific_journal-11675	75	27	.	.	PUNCT
american_scientific_journal-11675	76	1	one	one	NUM
american_scientific_journal-11675	76	2	foundational	foundational	ADJ
american_scientific_journal-11675	76	3	technique	technique	NOUN
american_scientific_journal-11675	76	4	is	be	AUX
american_scientific_journal-11675	76	5	caching	cache	VERB
american_scientific_journal-11675	76	6	at	at	ADP
american_scientific_journal-11675	76	7	various	various	ADJ
american_scientific_journal-11675	76	8	levels	level	NOUN
american_scientific_journal-11675	76	9	of	of	ADP
american_scientific_journal-11675	76	10	the	the	DET
american_scientific_journal-11675	76	11	stack	stack	NOUN
american_scientific_journal-11675	76	12	.	.	PUNCT
american_scientific_journal-11675	77	1	caching	cache	VERB
american_scientific_journal-11675	77	2	involves	involve	VERB
american_scientific_journal-11675	77	3	storing	store	VERB
american_scientific_journal-11675	77	4	sed	sed	ADJ
american_scientific_journal-11675	77	5	data	datum	NOUN
american_scientific_journal-11675	77	6	in	in	ADP
american_scientific_journal-11675	77	7	fast	fast	ADJ
american_scientific_journal-11675	77	8	storage	storage	NOUN
american_scientific_journal-11675	77	9	(	(	PUNCT
american_scientific_journal-11675	77	10	memory	memory	NOUN
american_scientific_journal-11675	77	11	or	or	CCONJ
american_scientific_journal-11675	77	12	disk	disk	NOUN
american_scientific_journal-11675	77	13	)	)	PUNCT
american_scientific_journal-11675	77	14	so	so	SCONJ
american_scientific_journal-11675	77	15	that	that	SCONJ
american_scientific_journal-11675	77	16	it	it	PRON
american_scientific_journal-11675	77	17	is	be	AUX
american_scientific_journal-11675	77	18	followed	follow	VERB
american_scientific_journal-11675	77	19	quickly	quickly	ADV
american_scientific_journal-11675	77	20	without	without	ADP
american_scientific_journal-11675	77	21	redundant	redundant	ADJ
american_scientific_journal-11675	77	22	computation	computation	NOUN
american_scientific_journal-11675	77	23	or	or	CCONJ
american_scientific_journal-11675	77	24	database	database	NOUN
american_scientific_journal-11675	77	25	hits	hit	VERB
american_scientific_journal-11675	77	26	.	.	PUNCT
american_scientific_journal-11675	78	1	common	common	ADJ
american_scientific_journal-11675	78	2	forms	form	NOUN
american_scientific_journal-11675	78	3	include	include	VERB
american_scientific_journal-11675	78	4	in	in	ADP
american_scientific_journal-11675	78	5	-	-	PUNCT
american_scientific_journal-11675	78	6	memory	memory	NOUN
american_scientific_journal-11675	78	7	caches	cache	NOUN
american_scientific_journal-11675	78	8	(	(	PUNCT
american_scientific_journal-11675	78	9	like	like	ADP
american_scientific_journal-11675	78	10	redis	redis	NOUN
american_scientific_journal-11675	78	11	or	or	CCONJ
american_scientific_journal-11675	78	12	memcached	memcache	VERB
american_scientific_journal-11675	78	13	for	for	ADP
american_scientific_journal-11675	78	14	database	database	NOUN
american_scientific_journal-11675	78	15	american	american	PROPN
american_scientific_journal-11675	78	16	academic	academic	PROPN
american_scientific_journal-11675	78	17	scientific	scientific	ADJ
american_scientific_journal-11675	78	18	research	research	NOUN
american_scientific_journal-11675	78	19	journal	journal	NOUN
american_scientific_journal-11675	78	20	for	for	ADP
american_scientific_journal-11675	78	21	engineering	engineering	NOUN
american_scientific_journal-11675	78	22	,	,	PUNCT
american_scientific_journal-11675	78	23	technology	technology	NOUN
american_scientific_journal-11675	78	24	,	,	PUNCT
american_scientific_journal-11675	78	25	and	and	CCONJ
american_scientific_journal-11675	78	26	sciences	science	NOUN
american_scientific_journal-11675	78	27	(	(	PUNCT
american_scientific_journal-11675	78	28	asrjets	asrjet	NOUN
american_scientific_journal-11675	78	29	)	)	PUNCT
american_scientific_journal-11675	78	30	volume	volume	NOUN
american_scientific_journal-11675	78	31	102	102	NUM
american_scientific_journal-11675	78	32	,	,	PUNCT
american_scientific_journal-11675	78	33	no	no	DET
american_scientific_journal-11675	78	34	1	1	NUM
american_scientific_journal-11675	78	35	,	,	PUNCT
american_scientific_journal-11675	78	36	pp	pp	ADV
american_scientific_journal-11675	78	37	54	54	NUM
american_scientific_journal-11675	78	38	-	-	SYM
american_scientific_journal-11675	78	39	63	63	NUM
american_scientific_journal-11675	78	40	58	58	NUM
american_scientific_journal-11675	78	41	query	query	NOUN
american_scientific_journal-11675	78	42	results	result	NOUN
american_scientific_journal-11675	78	43	or	or	CCONJ
american_scientific_journal-11675	78	44	session	session	NOUN
american_scientific_journal-11675	78	45	data	datum	NOUN
american_scientific_journal-11675	78	46	)	)	PUNCT
american_scientific_journal-11675	78	47	,	,	PUNCT
american_scientific_journal-11675	78	48	http	http	ADJ
american_scientific_journal-11675	78	49	response	response	NOUN
american_scientific_journal-11675	78	50	caching	cache	VERB
american_scientific_journal-11675	78	51	(	(	PUNCT
american_scientific_journal-11675	78	52	using	use	VERB
american_scientific_journal-11675	78	53	http	http	ADJ
american_scientific_journal-11675	78	54	cache	cache	NOUN
american_scientific_journal-11675	78	55	headers	header	NOUN
american_scientific_journal-11675	78	56	or	or	CCONJ
american_scientific_journal-11675	78	57	reverse	reverse	ADJ
american_scientific_journal-11675	78	58	proxies	proxy	NOUN
american_scientific_journal-11675	78	59	like	like	ADP
american_scientific_journal-11675	78	60	varnish	varnish	NOUN
american_scientific_journal-11675	78	61	)	)	PUNCT
american_scientific_journal-11675	78	62	,	,	PUNCT
american_scientific_journal-11675	78	63	and	and	CCONJ
american_scientific_journal-11675	78	64	browser	browser	NOUN
american_scientific_journal-11675	78	65	caching	cache	VERB
american_scientific_journal-11675	78	66	of	of	ADP
american_scientific_journal-11675	78	67	static	static	ADJ
american_scientific_journal-11675	78	68	resources	resource	NOUN
american_scientific_journal-11675	78	69	.	.	PUNCT
american_scientific_journal-11675	79	1	a	a	DET
american_scientific_journal-11675	79	2	recent	recent	ADJ
american_scientific_journal-11675	79	3	research	research	NOUN
american_scientific_journal-11675	79	4	examined	examine	VERB
american_scientific_journal-11675	79	5	the	the	DET
american_scientific_journal-11675	79	6	impact	impact	NOUN
american_scientific_journal-11675	79	7	of	of	ADP
american_scientific_journal-11675	79	8	different	different	ADJ
american_scientific_journal-11675	79	9	caching	cache	VERB
american_scientific_journal-11675	79	10	strategies	strategy	NOUN
american_scientific_journal-11675	79	11	on	on	ADP
american_scientific_journal-11675	79	12	latency	latency	NOUN
american_scientific_journal-11675	79	13	[	[	X
american_scientific_journal-11675	79	14	3	3	NUM
american_scientific_journal-11675	79	15	]	]	PUNCT
american_scientific_journal-11675	79	16	.	.	PUNCT
american_scientific_journal-11675	80	1	the	the	DET
american_scientific_journal-11675	80	2	findings	finding	NOUN
american_scientific_journal-11675	80	3	confirmed	confirm	VERB
american_scientific_journal-11675	80	4	that	that	SCONJ
american_scientific_journal-11675	80	5	well	well	ADV
american_scientific_journal-11675	80	6	-	-	PUNCT
american_scientific_journal-11675	80	7	implemented	implement	VERB
american_scientific_journal-11675	80	8	caching	cache	VERB
american_scientific_journal-11675	80	9	significantly	significantly	ADV
american_scientific_journal-11675	80	10	reduces	reduce	VERB
american_scientific_journal-11675	80	11	latency	latency	NOUN
american_scientific_journal-11675	80	12	and	and	CCONJ
american_scientific_journal-11675	80	13	improves	improve	VERB
american_scientific_journal-11675	80	14	throughput	throughput	NOUN
american_scientific_journal-11675	80	15	,	,	PUNCT
american_scientific_journal-11675	80	16	especially	especially	ADV
american_scientific_journal-11675	80	17	for	for	ADP
american_scientific_journal-11675	80	18	read	read	NOUN
american_scientific_journal-11675	80	19	-	-	PUNCT
american_scientific_journal-11675	80	20	heavy	heavy	ADJ
american_scientific_journal-11675	80	21	workloads	workload	NOUN
american_scientific_journal-11675	80	22	.	.	PUNCT
american_scientific_journal-11675	81	1	by	by	ADP
american_scientific_journal-11675	81	2	storing	store	VERB
american_scientific_journal-11675	81	3	previously	previously	ADV
american_scientific_journal-11675	81	4	,	,	PUNCT
american_scientific_journal-11675	81	5	servers	server	NOUN
american_scientific_journal-11675	81	6	can	can	AUX
american_scientific_journal-11675	81	7	respond	respond	VERB
american_scientific_journal-11675	81	8	to	to	ADP
american_scientific_journal-11675	81	9	repetitive	repetitive	ADJ
american_scientific_journal-11675	81	10	requests	request	NOUN
american_scientific_journal-11675	81	11	much	much	ADV
american_scientific_journal-11675	81	12	faster	fast	ADV
american_scientific_journal-11675	81	13	,	,	PUNCT
american_scientific_journal-11675	81	14	often	often	ADV
american_scientific_journal-11675	81	15	reducing	reduce	VERB
american_scientific_journal-11675	81	16	response	response	NOUN
american_scientific_journal-11675	81	17	times	time	NOUN
american_scientific_journal-11675	81	18	from	from	ADP
american_scientific_journal-11675	81	19	hundreds	hundred	NOUN
american_scientific_journal-11675	81	20	of	of	ADP
american_scientific_journal-11675	81	21	milliseconds	millisecond	NOUN
american_scientific_journal-11675	81	22	to	to	ADP
american_scientific_journal-11675	81	23	only	only	ADV
american_scientific_journal-11675	81	24	a	a	DET
american_scientific_journal-11675	81	25	few	few	ADJ
american_scientific_journal-11675	81	26	milliseconds	millisecond	NOUN
american_scientific_journal-11675	81	27	.	.	PUNCT
american_scientific_journal-11675	82	1	for	for	ADP
american_scientific_journal-11675	82	2	example	example	NOUN
american_scientific_journal-11675	82	3	,	,	PUNCT
american_scientific_journal-11675	82	4	caching	cache	VERB
american_scientific_journal-11675	82	5	database	database	NOUN
american_scientific_journal-11675	82	6	query	query	NOUN
american_scientific_journal-11675	82	7	results	result	NOUN
american_scientific_journal-11675	82	8	in	in	ADP
american_scientific_journal-11675	82	9	memory	memory	NOUN
american_scientific_journal-11675	82	10	can	can	AUX
american_scientific_journal-11675	82	11	be	be	AUX
american_scientific_journal-11675	82	12	an	an	DET
american_scientific_journal-11675	82	13	expensive	expensive	ADJ
american_scientific_journal-11675	82	14	query	query	NOUN
american_scientific_journal-11675	82	15	processing	processing	NOUN
american_scientific_journal-11675	82	16	path	path	NOUN
american_scientific_journal-11675	82	17	for	for	ADP
american_scientific_journal-11675	82	18	subsequent	subsequent	ADJ
american_scientific_journal-11675	82	19	identical	identical	ADJ
american_scientific_journal-11675	82	20	requests	request	NOUN
american_scientific_journal-11675	82	21	.	.	PUNCT
american_scientific_journal-11675	83	1	however	however	ADV
american_scientific_journal-11675	83	2	,	,	PUNCT
american_scientific_journal-11675	83	3	the	the	DET
american_scientific_journal-11675	83	4	study	study	NOUN
american_scientific_journal-11675	83	5	also	also	ADV
american_scientific_journal-11675	83	6	emphasizes	emphasize	VERB
american_scientific_journal-11675	83	7	the	the	DET
american_scientific_journal-11675	83	8	importance	importance	NOUN
american_scientific_journal-11675	83	9	of	of	ADP
american_scientific_journal-11675	83	10	proper	proper	ADJ
american_scientific_journal-11675	83	11	cache	cache	NOUN
american_scientific_journal-11675	83	12	invalidation	invalidation	NOUN
american_scientific_journal-11675	83	13	and	and	CCONJ
american_scientific_journal-11675	83	14	size	size	NOUN
american_scientific_journal-11675	83	15	management	management	NOUN
american_scientific_journal-11675	83	16	to	to	PART
american_scientific_journal-11675	83	17	ensure	ensure	VERB
american_scientific_journal-11675	83	18	the	the	DET
american_scientific_journal-11675	83	19	cache	cache	NOUN
american_scientific_journal-11675	83	20	remains	remain	VERB
american_scientific_journal-11675	83	21	fresh	fresh	ADJ
american_scientific_journal-11675	83	22	and	and	CCONJ
american_scientific_journal-11675	83	23	efficient	efficient	ADJ
american_scientific_journal-11675	83	24	.	.	PUNCT
american_scientific_journal-11675	84	1	in	in	ADP
american_scientific_journal-11675	84	2	practice	practice	NOUN
american_scientific_journal-11675	84	3	,	,	PUNCT
american_scientific_journal-11675	84	4	engineers	engineer	NOUN
american_scientific_journal-11675	84	5	use	use	VERB
american_scientific_journal-11675	84	6	strategies	strategy	NOUN
american_scientific_journal-11675	84	7	like	like	ADP
american_scientific_journal-11675	84	8	time	time	NOUN
american_scientific_journal-11675	84	9	-	-	PUNCT
american_scientific_journal-11675	84	10	to	to	PART
american_scientific_journal-11675	84	11	-	-	PUNCT
american_scientific_journal-11675	84	12	live	live	VERB
american_scientific_journal-11675	84	13	(	(	PUNCT
american_scientific_journal-11675	84	14	ttl	ttl	PROPN
american_scientific_journal-11675	84	15	)	)	PUNCT
american_scientific_journal-11675	84	16	expiration	expiration	NOUN
american_scientific_journal-11675	84	17	and	and	CCONJ
american_scientific_journal-11675	84	18	cache	cache	NOUN
american_scientific_journal-11675	84	19	segmentation	segmentation	NOUN
american_scientific_journal-11675	84	20	to	to	PART
american_scientific_journal-11675	84	21	balance	balance	VERB
american_scientific_journal-11675	84	22	hit	hit	VERB
american_scientific_journal-11675	84	23	rates	rate	NOUN
american_scientific_journal-11675	84	24	and	and	CCONJ
american_scientific_journal-11675	84	25	staleness	staleness	NOUN
american_scientific_journal-11675	84	26	.	.	PUNCT
american_scientific_journal-11675	85	1	overall	overall	ADJ
american_scientific_journal-11675	85	2	,	,	PUNCT
american_scientific_journal-11675	85	3	caching	cache	VERB
american_scientific_journal-11675	85	4	back	back	ADJ
american_scientific_journal-11675	85	5	-	-	PUNCT
american_scientific_journal-11675	85	6	end	end	NOUN
american_scientific_journal-11675	85	7	optimizations	optimization	NOUN
american_scientific_journal-11675	85	8	,	,	PUNCT
american_scientific_journal-11675	85	9	often	often	ADV
american_scientific_journal-11675	85	10	yielding	yield	VERB
american_scientific_journal-11675	85	11	order	order	NOUN
american_scientific_journal-11675	85	12	-	-	PUNCT
american_scientific_journal-11675	85	13	of	of	ADP
american_scientific_journal-11675	85	14	-	-	PUNCT
american_scientific_journal-11675	85	15	magnitude	magnitude	NOUN
american_scientific_journal-11675	85	16	improvements	improvement	NOUN
american_scientific_journal-11675	85	17	in	in	ADP
american_scientific_journal-11675	85	18	response	response	NOUN
american_scientific_journal-11675	85	19	time	time	NOUN
american_scientific_journal-11675	85	20	under	under	ADP
american_scientific_journal-11675	85	21	load	load	NOUN
american_scientific_journal-11675	85	22	.	.	PUNCT
american_scientific_journal-11675	86	1	another	another	DET
american_scientific_journal-11675	86	2	critical	critical	ADJ
american_scientific_journal-11675	86	3	approach	approach	NOUN
american_scientific_journal-11675	86	4	is	be	AUX
american_scientific_journal-11675	86	5	using	use	VERB
american_scientific_journal-11675	86	6	a	a	DET
american_scientific_journal-11675	86	7	content	content	NOUN
american_scientific_journal-11675	86	8	delivery	delivery	NOUN
american_scientific_journal-11675	86	9	network	network	NOUN
american_scientific_journal-11675	86	10	(	(	PUNCT
american_scientific_journal-11675	86	11	cdn	cdn	NOUN
american_scientific_journal-11675	86	12	)	)	PUNCT
american_scientific_journal-11675	86	13	to	to	PART
american_scientific_journal-11675	86	14	cache	cache	VERB
american_scientific_journal-11675	86	15	and	and	CCONJ
american_scientific_journal-11675	86	16	serve	serve	VERB
american_scientific_journal-11675	86	17	content	content	NOUN
american_scientific_journal-11675	86	18	closer	close	ADV
american_scientific_journal-11675	86	19	to	to	ADP
american_scientific_journal-11675	86	20	users	user	NOUN
american_scientific_journal-11675	86	21	.	.	PUNCT
american_scientific_journal-11675	87	1	cdns	cdns	PROPN
american_scientific_journal-11675	87	2	are	be	AUX
american_scientific_journal-11675	87	3	geographically	geographically	ADV
american_scientific_journal-11675	87	4	distributed	distribute	VERB
american_scientific_journal-11675	87	5	networks	network	NOUN
american_scientific_journal-11675	87	6	of	of	ADP
american_scientific_journal-11675	87	7	servers	server	NOUN
american_scientific_journal-11675	87	8	that	that	PRON
american_scientific_journal-11675	87	9	store	store	VERB
american_scientific_journal-11675	87	10	static	static	ADJ
american_scientific_journal-11675	87	11	assets	asset	NOUN
american_scientific_journal-11675	87	12	(	(	PUNCT
american_scientific_journal-11675	87	13	and	and	CCONJ
american_scientific_journal-11675	87	14	even	even	ADV
american_scientific_journal-11675	87	15	dynamic	dynamic	ADJ
american_scientific_journal-11675	87	16	content	content	NOUN
american_scientific_journal-11675	87	17	via	via	ADP
american_scientific_journal-11675	87	18	edge	edge	NOUN
american_scientific_journal-11675	87	19	caching	cache	VERB
american_scientific_journal-11675	87	20	)	)	PUNCT
american_scientific_journal-11675	87	21	so	so	SCONJ
american_scientific_journal-11675	87	22	that	that	SCONJ
american_scientific_journal-11675	87	23	user	user	NOUN
american_scientific_journal-11675	87	24	requests	request	NOUN
american_scientific_journal-11675	87	25	can	can	AUX
american_scientific_journal-11675	87	26	be	be	AUX
american_scientific_journal-11675	87	27	served	serve	VERB
american_scientific_journal-11675	87	28	by	by	ADP
american_scientific_journal-11675	87	29	the	the	DET
american_scientific_journal-11675	87	30	nearest	near	ADJ
american_scientific_journal-11675	87	31	node	node	NOUN
american_scientific_journal-11675	87	32	.	.	PUNCT
american_scientific_journal-11675	88	1	this	this	PRON
american_scientific_journal-11675	88	2	reduces	reduce	VERB
american_scientific_journal-11675	88	3	network	network	NOUN
american_scientific_journal-11675	88	4	latency	latency	NOUN
american_scientific_journal-11675	88	5	and	and	CCONJ
american_scientific_journal-11675	88	6	offloads	offload	VERB
american_scientific_journal-11675	88	7	traffic	traffic	NOUN
american_scientific_journal-11675	88	8	from	from	ADP
american_scientific_journal-11675	88	9	the	the	DET
american_scientific_journal-11675	88	10	origin	origin	NOUN
american_scientific_journal-11675	88	11	server	server	NOUN
american_scientific_journal-11675	88	12	.	.	PUNCT
american_scientific_journal-11675	89	1	the	the	DET
american_scientific_journal-11675	89	2	http	http	PROPN
american_scientific_journal-11675	89	3	archive	archive	NOUN
american_scientific_journal-11675	89	4	’s	’s	PART
american_scientific_journal-11675	89	5	2021	2021	NUM
american_scientific_journal-11675	89	6	web	web	NOUN
american_scientific_journal-11675	89	7	almanac	almanac	NOUN
american_scientific_journal-11675	89	8	reports	report	VERB
american_scientific_journal-11675	89	9	that	that	SCONJ
american_scientific_journal-11675	89	10	using	use	VERB
american_scientific_journal-11675	89	11	a	a	DET
american_scientific_journal-11675	89	12	cdn	cdn	NOUN
american_scientific_journal-11675	89	13	dramatically	dramatically	ADV
american_scientific_journal-11675	89	14	improves	improve	VERB
american_scientific_journal-11675	89	15	delivery	delivery	NOUN
american_scientific_journal-11675	89	16	times	time	NOUN
american_scientific_journal-11675	89	17	,	,	PUNCT
american_scientific_journal-11675	89	18	especially	especially	ADV
american_scientific_journal-11675	89	19	for	for	ADP
american_scientific_journal-11675	89	20	distant	distant	ADJ
american_scientific_journal-11675	89	21	users	user	NOUN
american_scientific_journal-11675	89	22	:	:	PUNCT
american_scientific_journal-11675	89	23	at	at	ADP
american_scientific_journal-11675	89	24	the	the	DET
american_scientific_journal-11675	89	25	90th	90th	ADJ
american_scientific_journal-11675	89	26	percentile	percentile	NOUN
american_scientific_journal-11675	89	27	of	of	ADP
american_scientific_journal-11675	89	28	users	user	NOUN
american_scientific_journal-11675	89	29	,	,	PUNCT
american_scientific_journal-11675	89	30	those	those	PRON
american_scientific_journal-11675	89	31	served	serve	VERB
american_scientific_journal-11675	89	32	via	via	ADP
american_scientific_journal-11675	89	33	cdn	cdn	PROPN
american_scientific_journal-11675	89	34	had	have	VERB
american_scientific_journal-11675	89	35	better	well	ADJ
american_scientific_journal-11675	89	36	performance	performance	NOUN
american_scientific_journal-11675	89	37	than	than	ADP
american_scientific_journal-11675	89	38	even	even	ADV
american_scientific_journal-11675	89	39	median	median	ADJ
american_scientific_journal-11675	89	40	users	user	NOUN
american_scientific_journal-11675	89	41	on	on	ADP
american_scientific_journal-11675	89	42	direct	direct	ADJ
american_scientific_journal-11675	89	43	origin	origin	NOUN
american_scientific_journal-11675	89	44	servers	server	NOUN
american_scientific_journal-11675	89	45	.	.	PUNCT
american_scientific_journal-11675	90	1	in	in	ADP
american_scientific_journal-11675	90	2	fact	fact	NOUN
american_scientific_journal-11675	90	3	,	,	PUNCT
american_scientific_journal-11675	90	4	tls	tls	PROPN
american_scientific_journal-11675	90	5	connection	connection	NOUN
american_scientific_journal-11675	90	6	setup	setup	NOUN
american_scientific_journal-11675	90	7	times	time	NOUN
american_scientific_journal-11675	90	8	were	be	AUX
american_scientific_journal-11675	90	9	found	find	VERB
american_scientific_journal-11675	90	10	to	to	PART
american_scientific_journal-11675	90	11	be	be	AUX
american_scientific_journal-11675	90	12	3×	3×	NUM
american_scientific_journal-11675	90	13	faster	fast	ADV
american_scientific_journal-11675	90	14	at	at	ADP
american_scientific_journal-11675	90	15	median	median	ADJ
american_scientific_journal-11675	90	16	and	and	CCONJ
american_scientific_journal-11675	90	17	higher	high	ADJ
american_scientific_journal-11675	90	18	percentiles	percentile	NOUN
american_scientific_journal-11675	90	19	when	when	SCONJ
american_scientific_journal-11675	90	20	using	use	VERB
american_scientific_journal-11675	90	21	a	a	DET
american_scientific_journal-11675	90	22	cdn	cdn	NOUN
american_scientific_journal-11675	90	23	versus	versus	ADP
american_scientific_journal-11675	90	24	hitting	hit	VERB
american_scientific_journal-11675	90	25	the	the	DET
american_scientific_journal-11675	90	26	origin	origin	NOUN
american_scientific_journal-11675	90	27	[	[	X
american_scientific_journal-11675	90	28	2	2	NUM
american_scientific_journal-11675	90	29	]	]	PUNCT
american_scientific_journal-11675	90	30	.	.	PUNCT
american_scientific_journal-11675	91	1	this	this	PRON
american_scientific_journal-11675	91	2	is	be	AUX
american_scientific_journal-11675	91	3	due	due	ADJ
american_scientific_journal-11675	91	4	to	to	ADP
american_scientific_journal-11675	91	5	cdn	cdn	PROPN
american_scientific_journal-11675	91	6	edge	edge	NOUN
american_scientific_journal-11675	91	7	servers	server	NOUN
american_scientific_journal-11675	91	8	being	be	AUX
american_scientific_journal-11675	91	9	closer	close	ADJ
american_scientific_journal-11675	91	10	to	to	ADP
american_scientific_journal-11675	91	11	users	user	NOUN
american_scientific_journal-11675	91	12	(	(	PUNCT
american_scientific_journal-11675	91	13	reducing	reduce	VERB
american_scientific_journal-11675	91	14	round	round	ADJ
american_scientific_journal-11675	91	15	-	-	PUNCT
american_scientific_journal-11675	91	16	trip	trip	NOUN
american_scientific_journal-11675	91	17	time	time	NOUN
american_scientific_journal-11675	91	18	)	)	PUNCT
american_scientific_journal-11675	91	19	and	and	CCONJ
american_scientific_journal-11675	91	20	their	their	PRON
american_scientific_journal-11675	91	21	ability	ability	NOUN
american_scientific_journal-11675	91	22	to	to	PART
american_scientific_journal-11675	91	23	optimize	optimize	VERB
american_scientific_journal-11675	91	24	connections	connection	NOUN
american_scientific_journal-11675	91	25	(	(	PUNCT
american_scientific_journal-11675	91	26	keeping	keep	VERB
american_scientific_journal-11675	91	27	tls	tls	PROPN
american_scientific_journal-11675	91	28	sessions	session	NOUN
american_scientific_journal-11675	91	29	warm	warm	ADJ
american_scientific_journal-11675	91	30	,	,	PUNCT
american_scientific_journal-11675	91	31	using	use	VERB
american_scientific_journal-11675	91	32	http/2	http/2	NOUN
american_scientific_journal-11675	91	33	+	+	CCONJ
american_scientific_journal-11675	91	34	features	feature	NOUN
american_scientific_journal-11675	91	35	,	,	PUNCT
american_scientific_journal-11675	91	36	etc	etc	X
american_scientific_journal-11675	91	37	.	.	X
american_scientific_journal-11675	91	38	)	)	PUNCT
american_scientific_journal-11675	91	39	.	.	PUNCT
american_scientific_journal-11675	92	1	moreover	moreover	ADV
american_scientific_journal-11675	92	2	,	,	PUNCT
american_scientific_journal-11675	92	3	cdns	cdns	PROPN
american_scientific_journal-11675	92	4	help	help	VERB
american_scientific_journal-11675	92	5	offload	offload	ADJ
american_scientific_journal-11675	92	6	traffic	traffic	NOUN
american_scientific_journal-11675	92	7	spikes	spike	NOUN
american_scientific_journal-11675	92	8	and	and	CCONJ
american_scientific_journal-11675	92	9	provide	provide	VERB
american_scientific_journal-11675	92	10	redundancy	redundancy	NOUN
american_scientific_journal-11675	92	11	.	.	PUNCT
american_scientific_journal-11675	93	1	modern	modern	ADJ
american_scientific_journal-11675	93	2	best	good	ADJ
american_scientific_journal-11675	93	3	practices	practice	NOUN
american_scientific_journal-11675	93	4	strongly	strongly	ADV
american_scientific_journal-11675	93	5	encourage	encourage	VERB
american_scientific_journal-11675	93	6	serving	serve	VERB
american_scientific_journal-11675	93	7	static	static	ADJ
american_scientific_journal-11675	93	8	resources	resource	NOUN
american_scientific_journal-11675	93	9	(	(	PUNCT
american_scientific_journal-11675	93	10	images	image	NOUN
american_scientific_journal-11675	93	11	,	,	PUNCT
american_scientific_journal-11675	93	12	css	css	ADJ
american_scientific_journal-11675	93	13	/	/	SYM
american_scientific_journal-11675	93	14	js	js	ADJ
american_scientific_journal-11675	93	15	files	file	NOUN
american_scientific_journal-11675	93	16	,	,	PUNCT
american_scientific_journal-11675	93	17	etc	etc	X
american_scientific_journal-11675	93	18	.	.	X
american_scientific_journal-11675	93	19	)	)	PUNCT
american_scientific_journal-11675	93	20	from	from	ADP
american_scientific_journal-11675	93	21	a	a	DET
american_scientific_journal-11675	93	22	cdn	cdn	NOUN
american_scientific_journal-11675	93	23	.	.	PUNCT
american_scientific_journal-11675	94	1	many	many	ADJ
american_scientific_journal-11675	94	2	sites	site	NOUN
american_scientific_journal-11675	94	3	also	also	ADV
american_scientific_journal-11675	94	4	leverage	leverage	VERB
american_scientific_journal-11675	94	5	cdn	cdn	NOUN
american_scientific_journal-11675	94	6	edge	edge	NOUN
american_scientific_journal-11675	94	7	computing	computing	NOUN
american_scientific_journal-11675	94	8	or	or	CCONJ
american_scientific_journal-11675	94	9	edge	edge	NOUN
american_scientific_journal-11675	94	10	caching	cache	VERB
american_scientific_journal-11675	94	11	for	for	ADP
american_scientific_journal-11675	94	12	dynamic	dynamic	ADJ
american_scientific_journal-11675	94	13	pages	page	NOUN
american_scientific_journal-11675	94	14	(	(	PUNCT
american_scientific_journal-11675	94	15	e.g.	e.g.	ADV
american_scientific_journal-11675	94	16	,	,	PUNCT
american_scientific_journal-11675	94	17	using	use	VERB
american_scientific_journal-11675	94	18	cloudflare	cloudflare	ADJ
american_scientific_journal-11675	94	19	workers	worker	NOUN
american_scientific_journal-11675	94	20	or	or	CCONJ
american_scientific_journal-11675	94	21	aws	aw	NOUN
american_scientific_journal-11675	94	22	lambda@edge	lambda@edge	VERB
american_scientific_journal-11675	94	23	to	to	PART
american_scientific_journal-11675	94	24	generate	generate	VERB
american_scientific_journal-11675	94	25	or	or	CCONJ
american_scientific_journal-11675	94	26	customize	customize	VERB
american_scientific_journal-11675	94	27	content	content	NOUN
american_scientific_journal-11675	94	28	at	at	ADP
american_scientific_journal-11675	94	29	the	the	DET
american_scientific_journal-11675	94	30	edge	edge	NOUN
american_scientific_journal-11675	94	31	)	)	PUNCT
american_scientific_journal-11675	94	32	.	.	PUNCT
american_scientific_journal-11675	95	1	cdns	cdns	VERB
american_scientific_journal-11675	95	2	not	not	PART
american_scientific_journal-11675	95	3	only	only	ADV
american_scientific_journal-11675	95	4	speed	speed	VERB
american_scientific_journal-11675	95	5	up	up	ADP
american_scientific_journal-11675	95	6	delivery	delivery	NOUN
american_scientific_journal-11675	95	7	but	but	CCONJ
american_scientific_journal-11675	95	8	can	can	AUX
american_scientific_journal-11675	95	9	also	also	ADV
american_scientific_journal-11675	95	10	absorb	absorb	VERB
american_scientific_journal-11675	95	11	high	high	ADJ
american_scientific_journal-11675	95	12	loads	load	NOUN
american_scientific_journal-11675	95	13	,	,	PUNCT
american_scientific_journal-11675	95	14	acting	act	VERB
american_scientific_journal-11675	95	15	as	as	ADP
american_scientific_journal-11675	95	16	a	a	DET
american_scientific_journal-11675	95	17	layer	layer	NOUN
american_scientific_journal-11675	95	18	of	of	ADP
american_scientific_journal-11675	95	19	scalability	scalability	NOUN
american_scientific_journal-11675	95	20	and	and	CCONJ
american_scientific_journal-11675	95	21	protection	protection	NOUN
american_scientific_journal-11675	95	22	for	for	ADP
american_scientific_journal-11675	95	23	the	the	DET
american_scientific_journal-11675	95	24	origin	origin	NOUN
american_scientific_journal-11675	95	25	.	.	PUNCT
american_scientific_journal-11675	96	1	database	database	NOUN
american_scientific_journal-11675	96	2	optimization	optimization	NOUN
american_scientific_journal-11675	96	3	is	be	AUX
american_scientific_journal-11675	96	4	another	another	DET
american_scientific_journal-11675	96	5	back	back	ADJ
american_scientific_journal-11675	96	6	-	-	PUNCT
american_scientific_journal-11675	96	7	end	end	NOUN
american_scientific_journal-11675	96	8	area	area	NOUN
american_scientific_journal-11675	96	9	that	that	PRON
american_scientific_journal-11675	96	10	yields	yield	VERB
american_scientific_journal-11675	96	11	major	major	ADJ
american_scientific_journal-11675	96	12	performance	performance	NOUN
american_scientific_journal-11675	96	13	gains	gain	NOUN
american_scientific_journal-11675	96	14	.	.	PUNCT
american_scientific_journal-11675	97	1	large	large	ADJ
american_scientific_journal-11675	97	2	web	web	NOUN
american_scientific_journal-11675	97	3	applications	application	NOUN
american_scientific_journal-11675	97	4	often	often	ADV
american_scientific_journal-11675	97	5	spend	spend	VERB
american_scientific_journal-11675	97	6	a	a	DET
american_scientific_journal-11675	97	7	significant	significant	ADJ
american_scientific_journal-11675	97	8	portion	portion	NOUN
american_scientific_journal-11675	97	9	of	of	ADP
american_scientific_journal-11675	97	10	time	time	NOUN
american_scientific_journal-11675	97	11	executing	execute	VERB
american_scientific_journal-11675	97	12	database	database	NOUN
american_scientific_journal-11675	97	13	queries	query	NOUN
american_scientific_journal-11675	97	14	.	.	PUNCT
american_scientific_journal-11675	98	1	optimizing	optimize	VERB
american_scientific_journal-11675	98	2	those	those	DET
american_scientific_journal-11675	98	3	queries	query	NOUN
american_scientific_journal-11675	98	4	and	and	CCONJ
american_scientific_journal-11675	98	5	the	the	DET
american_scientific_journal-11675	98	6	database	database	NOUN
american_scientific_journal-11675	98	7	itself	itself	PRON
american_scientific_journal-11675	98	8	can	can	AUX
american_scientific_journal-11675	98	9	reduce	reduce	VERB
american_scientific_journal-11675	98	10	response	response	NOUN
american_scientific_journal-11675	98	11	times	time	NOUN
american_scientific_journal-11675	98	12	substantially	substantially	ADV
american_scientific_journal-11675	98	13	.	.	PUNCT
american_scientific_journal-11675	99	1	one	one	NUM
american_scientific_journal-11675	99	2	classic	classic	ADJ
american_scientific_journal-11675	99	3	but	but	CCONJ
american_scientific_journal-11675	99	4	powerful	powerful	ADJ
american_scientific_journal-11675	99	5	technique	technique	NOUN
american_scientific_journal-11675	99	6	is	be	AUX
american_scientific_journal-11675	99	7	creating	create	VERB
american_scientific_journal-11675	99	8	the	the	DET
american_scientific_journal-11675	99	9	right	right	ADJ
american_scientific_journal-11675	99	10	database	database	NOUN
american_scientific_journal-11675	99	11	indexes	index	NOUN
american_scientific_journal-11675	99	12	on	on	ADP
american_scientific_journal-11675	99	13	frequently	frequently	ADV
american_scientific_journal-11675	99	14	queried	query	VERB
american_scientific_journal-11675	99	15	fields	field	NOUN
american_scientific_journal-11675	99	16	.	.	PUNCT
american_scientific_journal-11675	100	1	indexes	index	NOUN
american_scientific_journal-11675	100	2	allow	allow	VERB
american_scientific_journal-11675	100	3	the	the	DET
american_scientific_journal-11675	100	4	database	database	NOUN
american_scientific_journal-11675	100	5	to	to	PART
american_scientific_journal-11675	100	6	locate	locate	VERB
american_scientific_journal-11675	100	7	data	datum	NOUN
american_scientific_journal-11675	100	8	without	without	ADP
american_scientific_journal-11675	100	9	scanning	scan	VERB
american_scientific_journal-11675	100	10	entire	entire	ADJ
american_scientific_journal-11675	100	11	tables	table	NOUN
american_scientific_journal-11675	100	12	.	.	PUNCT
american_scientific_journal-11675	101	1	besides	besides	SCONJ
american_scientific_journal-11675	101	2	indexing	indexing	NOUN
american_scientific_journal-11675	101	3	,	,	PUNCT
american_scientific_journal-11675	101	4	other	other	ADJ
american_scientific_journal-11675	101	5	database	database	NOUN
american_scientific_journal-11675	101	6	optimizations	optimization	NOUN
american_scientific_journal-11675	101	7	include	include	VERB
american_scientific_journal-11675	101	8	query	query	NOUN
american_scientific_journal-11675	101	9	rewriting	rewrite	VERB
american_scientific_journal-11675	101	10	(	(	PUNCT
american_scientific_journal-11675	101	11	to	to	PART
american_scientific_journal-11675	101	12	avoid	avoid	VERB
american_scientific_journal-11675	101	13	inefficient	inefficient	ADJ
american_scientific_journal-11675	101	14	patterns	pattern	NOUN
american_scientific_journal-11675	101	15	)	)	PUNCT
american_scientific_journal-11675	101	16	,	,	PUNCT
american_scientific_journal-11675	101	17	denormalizing	denormalize	VERB
american_scientific_journal-11675	101	18	or	or	CCONJ
american_scientific_journal-11675	101	19	caching	cache	VERB
american_scientific_journal-11675	101	20	expensive	expensive	ADJ
american_scientific_journal-11675	101	21	read	read	NOUN
american_scientific_journal-11675	101	22	queries	query	NOUN
american_scientific_journal-11675	101	23	,	,	PUNCT
american_scientific_journal-11675	101	24	and	and	CCONJ
american_scientific_journal-11675	101	25	partitioning	partition	VERB
american_scientific_journal-11675	101	26	data	datum	NOUN
american_scientific_journal-11675	101	27	.	.	PUNCT
american_scientific_journal-11675	102	1	it	it	PRON
american_scientific_journal-11675	102	2	’s	’	VERB
american_scientific_journal-11675	102	3	also	also	ADV
american_scientific_journal-11675	102	4	important	important	ADJ
american_scientific_journal-11675	102	5	to	to	PART
american_scientific_journal-11675	102	6	regularly	regularly	ADV
american_scientific_journal-11675	102	7	analyze	analyze	VERB
american_scientific_journal-11675	102	8	query	query	NOUN
american_scientific_journal-11675	102	9	performance	performance	NOUN
american_scientific_journal-11675	102	10	(	(	PUNCT
american_scientific_journal-11675	102	11	using	use	VERB
american_scientific_journal-11675	102	12	tools	tool	NOUN
american_scientific_journal-11675	102	13	like	like	ADP
american_scientific_journal-11675	102	14	explain	explain	VERB
american_scientific_journal-11675	102	15	plans	plan	NOUN
american_scientific_journal-11675	102	16	)	)	PUNCT
american_scientific_journal-11675	102	17	to	to	PART
american_scientific_journal-11675	102	18	identify	identify	VERB
american_scientific_journal-11675	102	19	bottlenecks	bottleneck	NOUN
american_scientific_journal-11675	102	20	.	.	PUNCT
american_scientific_journal-11675	103	1	caching	cache	VERB
american_scientific_journal-11675	103	2	query	query	NOUN
american_scientific_journal-11675	103	3	results	result	NOUN
american_scientific_journal-11675	103	4	(	(	PUNCT
american_scientific_journal-11675	103	5	as	as	SCONJ
american_scientific_journal-11675	103	6	mentioned	mention	VERB
american_scientific_journal-11675	103	7	earlier	early	ADV
american_scientific_journal-11675	103	8	)	)	PUNCT
american_scientific_journal-11675	103	9	is	be	AUX
american_scientific_journal-11675	103	10	common	common	ADJ
american_scientific_journal-11675	103	11	as	as	ADV
american_scientific_journal-11675	103	12	well	well	ADV
american_scientific_journal-11675	103	13	–	–	PUNCT
american_scientific_journal-11675	103	14	for	for	ADP
american_scientific_journal-11675	103	15	instance	instance	NOUN
american_scientific_journal-11675	103	16	,	,	PUNCT
american_scientific_journal-11675	103	17	storing	store	VERB
american_scientific_journal-11675	103	18	the	the	DET
american_scientific_journal-11675	103	19	results	result	NOUN
american_scientific_journal-11675	103	20	of	of	ADP
american_scientific_journal-11675	103	21	complex	complex	ADJ
american_scientific_journal-11675	103	22	but	but	CCONJ
american_scientific_journal-11675	103	23	frequently	frequently	ADV
american_scientific_journal-11675	103	24	run	run	VERB
american_scientific_journal-11675	103	25	queries	query	NOUN
american_scientific_journal-11675	103	26	in	in	ADP
american_scientific_journal-11675	103	27	an	an	DET
american_scientific_journal-11675	103	28	in	in	ADP
american_scientific_journal-11675	103	29	-	-	PUNCT
american_scientific_journal-11675	103	30	memory	memory	NOUN
american_scientific_journal-11675	103	31	cache	cache	NOUN
american_scientific_journal-11675	103	32	can	can	AUX
american_scientific_journal-11675	103	33	serve	serve	VERB
american_scientific_journal-11675	103	34	many	many	ADJ
american_scientific_journal-11675	103	35	users	user	NOUN
american_scientific_journal-11675	103	36	quickly	quickly	ADV
american_scientific_journal-11675	103	37	until	until	ADP
american_scientific_journal-11675	103	38	the	the	DET
american_scientific_journal-11675	103	39	data	data	NOUN
american_scientific_journal-11675	103	40	changes	change	NOUN
american_scientific_journal-11675	103	41	.	.	PUNCT
american_scientific_journal-11675	104	1	ensuring	ensure	VERB
american_scientific_journal-11675	104	2	database	database	NOUN
american_scientific_journal-11675	104	3	efficiency	efficiency	NOUN
american_scientific_journal-11675	104	4	has	have	VERB
american_scientific_journal-11675	104	5	a	a	DET
american_scientific_journal-11675	104	6	compounding	compound	VERB
american_scientific_journal-11675	104	7	effect	effect	NOUN
american_scientific_journal-11675	104	8	:	:	PUNCT
american_scientific_journal-11675	104	9	faster	fast	ADJ
american_scientific_journal-11675	104	10	queries	query	NOUN
american_scientific_journal-11675	104	11	free	free	ADJ
american_scientific_journal-11675	104	12	up	up	ADP
american_scientific_journal-11675	104	13	server	server	NOUN
american_scientific_journal-11675	104	14	resources	resource	NOUN
american_scientific_journal-11675	104	15	,	,	PUNCT
american_scientific_journal-11675	104	16	allowing	allow	VERB
american_scientific_journal-11675	104	17	more	more	ADJ
american_scientific_journal-11675	104	18	concurrent	concurrent	ADJ
american_scientific_journal-11675	104	19	requests	request	NOUN
american_scientific_journal-11675	104	20	to	to	PART
american_scientific_journal-11675	104	21	be	be	AUX
american_scientific_journal-11675	104	22	handled	handle	VERB
american_scientific_journal-11675	104	23	and	and	CCONJ
american_scientific_journal-11675	104	24	improving	improve	VERB
american_scientific_journal-11675	104	25	overall	overall	ADJ
american_scientific_journal-11675	104	26	throughput	throughput	NOUN
american_scientific_journal-11675	104	27	(	(	PUNCT
american_scientific_journal-11675	104	28	see	see	VERB
american_scientific_journal-11675	104	29	table	table	NOUN
american_scientific_journal-11675	104	30	2	2	NUM
american_scientific_journal-11675	104	31	)	)	PUNCT
american_scientific_journal-11675	104	32	.	.	PUNCT
american_scientific_journal-11675	105	1	american	american	ADJ
american_scientific_journal-11675	105	2	academic	academic	ADJ
american_scientific_journal-11675	105	3	scientific	scientific	ADJ
american_scientific_journal-11675	105	4	research	research	NOUN
american_scientific_journal-11675	105	5	journal	journal	NOUN
american_scientific_journal-11675	105	6	for	for	ADP
american_scientific_journal-11675	105	7	engineering	engineering	NOUN
american_scientific_journal-11675	105	8	,	,	PUNCT
american_scientific_journal-11675	105	9	technology	technology	NOUN
american_scientific_journal-11675	105	10	,	,	PUNCT
american_scientific_journal-11675	105	11	and	and	CCONJ
american_scientific_journal-11675	105	12	sciences	science	NOUN
american_scientific_journal-11675	105	13	(	(	PUNCT
american_scientific_journal-11675	105	14	asrjets	asrjet	NOUN
american_scientific_journal-11675	105	15	)	)	PUNCT
american_scientific_journal-11675	105	16	volume	volume	NOUN
american_scientific_journal-11675	105	17	102	102	NUM
american_scientific_journal-11675	105	18	,	,	PUNCT
american_scientific_journal-11675	105	19	no	no	DET
american_scientific_journal-11675	105	20	1	1	NUM
american_scientific_journal-11675	105	21	,	,	PUNCT
american_scientific_journal-11675	105	22	pp	pp	ADV
american_scientific_journal-11675	105	23	54	54	NUM
american_scientific_journal-11675	105	24	-	-	SYM
american_scientific_journal-11675	105	25	63	63	NUM
american_scientific_journal-11675	105	26	59	59	NUM
american_scientific_journal-11675	105	27	table	table	NOUN
american_scientific_journal-11675	105	28	2	2	NUM
american_scientific_journal-11675	105	29	:	:	PUNCT
american_scientific_journal-11675	105	30	back	back	ADJ
american_scientific_journal-11675	105	31	-	-	PUNCT
american_scientific_journal-11675	105	32	end	end	NOUN
american_scientific_journal-11675	105	33	optimization	optimization	NOUN
american_scientific_journal-11675	105	34	methods	method	NOUN
american_scientific_journal-11675	105	35	and	and	CCONJ
american_scientific_journal-11675	105	36	their	their	PRON
american_scientific_journal-11675	105	37	measured	measure	VERB
american_scientific_journal-11675	105	38	benefits	benefit	NOUN
american_scientific_journal-11675	105	39	method	method	NOUN
american_scientific_journal-11675	105	40	description	description	NOUN
american_scientific_journal-11675	105	41	measured	measure	VERB
american_scientific_journal-11675	105	42	benefit	benefit	NOUN
american_scientific_journal-11675	105	43	implementation	implementation	NOUN
american_scientific_journal-11675	105	44	considerations	consideration	NOUN
american_scientific_journal-11675	105	45	caching	cache	VERB
american_scientific_journal-11675	105	46	(	(	PUNCT
american_scientific_journal-11675	105	47	inmemory	inmemory	ADJ
american_scientific_journal-11675	105	48	,	,	PUNCT
american_scientific_journal-11675	105	49	http	http	ADJ
american_scientific_journal-11675	105	50	,	,	PUNCT
american_scientific_journal-11675	105	51	browser	browser	NOUN
american_scientific_journal-11675	105	52	)	)	PUNCT
american_scientific_journal-11675	105	53	storing	store	VERB
american_scientific_journal-11675	105	54	frequently	frequently	ADV
american_scientific_journal-11675	105	55	accessed	access	VERB
american_scientific_journal-11675	105	56	data	datum	NOUN
american_scientific_journal-11675	105	57	for	for	ADP
american_scientific_journal-11675	105	58	quick	quick	ADJ
american_scientific_journal-11675	105	59	retrieval	retrieval	NOUN
american_scientific_journal-11675	105	60	latency	latency	NOUN
american_scientific_journal-11675	105	61	reduction	reduction	NOUN
american_scientific_journal-11675	105	62	from	from	ADP
american_scientific_journal-11675	105	63	hundreds	hundred	NOUN
american_scientific_journal-11675	105	64	to	to	PART
american_scientific_journal-11675	105	65	milliseconds	millisecond	VERB
american_scientific_journal-11675	105	66	cache	cache	PROPN
american_scientific_journal-11675	105	67	invalidation	invalidation	NOUN
american_scientific_journal-11675	105	68	complexity	complexity	NOUN
american_scientific_journal-11675	105	69	,	,	PUNCT
american_scientific_journal-11675	105	70	freshness	freshness	NOUN
american_scientific_journal-11675	105	71	management	management	NOUN
american_scientific_journal-11675	105	72	content	content	NOUN
american_scientific_journal-11675	105	73	delivery	delivery	NOUN
american_scientific_journal-11675	105	74	networks	network	NOUN
american_scientific_journal-11675	105	75	(	(	PUNCT
american_scientific_journal-11675	105	76	cdn	cdn	NOUN
american_scientific_journal-11675	105	77	)	)	PUNCT
american_scientific_journal-11675	105	78	distributed	distribute	VERB
american_scientific_journal-11675	105	79	server	server	NOUN
american_scientific_journal-11675	105	80	networks	network	NOUN
american_scientific_journal-11675	105	81	delivering	deliver	VERB
american_scientific_journal-11675	105	82	static	static	ADJ
american_scientific_journal-11675	105	83	/	/	SYM
american_scientific_journal-11675	105	84	dynamic	dynamic	ADJ
american_scientific_journal-11675	105	85	content	content	NOUN
american_scientific_journal-11675	105	86	3×	3×	NUM
american_scientific_journal-11675	105	87	faster	fast	ADJ
american_scientific_journal-11675	105	88	tls	tls	PROPN
american_scientific_journal-11675	105	89	setup	setup	NOUN
american_scientific_journal-11675	105	90	,	,	PUNCT
american_scientific_journal-11675	105	91	reduced	reduce	VERB
american_scientific_journal-11675	105	92	latency	latency	NOUN
american_scientific_journal-11675	105	93	globally	globally	ADV
american_scientific_journal-11675	105	94	cost	cost	NOUN
american_scientific_journal-11675	105	95	,	,	PUNCT
american_scientific_journal-11675	105	96	complexity	complexity	NOUN
american_scientific_journal-11675	105	97	of	of	ADP
american_scientific_journal-11675	105	98	configuration	configuration	NOUN
american_scientific_journal-11675	105	99	database	database	NOUN
american_scientific_journal-11675	105	100	indexing	indexing	NOUN
american_scientific_journal-11675	105	101	creating	create	VERB
american_scientific_journal-11675	105	102	indexes	index	NOUN
american_scientific_journal-11675	105	103	on	on	ADP
american_scientific_journal-11675	105	104	frequently	frequently	ADV
american_scientific_journal-11675	105	105	queried	query	VERB
american_scientific_journal-11675	105	106	fields	field	NOUN
american_scientific_journal-11675	105	107	query	query	NOUN
american_scientific_journal-11675	105	108	response	response	NOUN
american_scientific_journal-11675	105	109	times	time	NOUN
american_scientific_journal-11675	105	110	reduced	reduce	VERB
american_scientific_journal-11675	105	111	(	(	PUNCT
american_scientific_journal-11675	105	112	example	example	NOUN
american_scientific_journal-11675	105	113	:	:	PUNCT
american_scientific_journal-11675	105	114	7000	7000	NUM
american_scientific_journal-11675	105	115	ms	ms	NOUN
american_scientific_journal-11675	105	116	to	to	ADP
american_scientific_journal-11675	105	117	200	200	NUM
american_scientific_journal-11675	105	118	ms	ms	PROPN
american_scientific_journal-11675	105	119	)	)	PUNCT
american_scientific_journal-11675	105	120	increased	increased	ADJ
american_scientific_journal-11675	105	121	database	database	NOUN
american_scientific_journal-11675	105	122	complexity	complexity	NOUN
american_scientific_journal-11675	105	123	,	,	PUNCT
american_scientific_journal-11675	105	124	storage	storage	NOUN
american_scientific_journal-11675	105	125	overhead	overhead	ADJ
american_scientific_journal-11675	105	126	efficient	efficient	ADJ
american_scientific_journal-11675	105	127	api	api	NOUN
american_scientific_journal-11675	105	128	design	design	NOUN
american_scientific_journal-11675	105	129	(	(	PUNCT
american_scientific_journal-11675	105	130	graphql	graphql	NOUN
american_scientific_journal-11675	105	131	)	)	PUNCT
american_scientific_journal-11675	105	132	query	query	NOUN
american_scientific_journal-11675	105	133	exactly	exactly	ADV
american_scientific_journal-11675	105	134	required	required	ADJ
american_scientific_journal-11675	105	135	data	datum	NOUN
american_scientific_journal-11675	105	136	,	,	PUNCT
american_scientific_journal-11675	105	137	reducing	reduce	VERB
american_scientific_journal-11675	105	138	round	round	NOUN
american_scientific_journal-11675	105	139	trips	trip	NOUN
american_scientific_journal-11675	105	140	better	well	ADJ
american_scientific_journal-11675	105	141	performance	performance	NOUN
american_scientific_journal-11675	105	142	for	for	ADP
american_scientific_journal-11675	105	143	complex	complex	ADJ
american_scientific_journal-11675	105	144	requests	request	NOUN
american_scientific_journal-11675	105	145	(	(	PUNCT
american_scientific_journal-11675	105	146	multiple	multiple	ADJ
american_scientific_journal-11675	105	147	values	value	NOUN
american_scientific_journal-11675	105	148	fetched	fetch	VERB
american_scientific_journal-11675	105	149	)	)	PUNCT
american_scientific_journal-11675	105	150	rest	rest	VERB
american_scientific_journal-11675	105	151	potentially	potentially	ADV
american_scientific_journal-11675	105	152	better	well	ADJ
american_scientific_journal-11675	105	153	for	for	ADP
american_scientific_journal-11675	105	154	single	single	ADJ
american_scientific_journal-11675	105	155	/	/	SYM
american_scientific_journal-11675	105	156	simple	simple	ADJ
american_scientific_journal-11675	105	157	requests	request	NOUN
american_scientific_journal-11675	105	158	edge	edge	VERB
american_scientific_journal-11675	105	159	computing	compute	VERB
american_scientific_journal-11675	105	160	running	running	NOUN
american_scientific_journal-11675	105	161	computations	computation	NOUN
american_scientific_journal-11675	105	162	near	near	ADP
american_scientific_journal-11675	105	163	users	user	NOUN
american_scientific_journal-11675	105	164	geographically	geographically	ADV
american_scientific_journal-11675	105	165	significant	significant	ADJ
american_scientific_journal-11675	105	166	latency	latency	NOUN
american_scientific_journal-11675	105	167	reduction	reduction	NOUN
american_scientific_journal-11675	105	168	(	(	PUNCT
american_scientific_journal-11675	105	169	milliseconds	millisecond	NOUN
american_scientific_journal-11675	105	170	)	)	PUNCT
american_scientific_journal-11675	105	171	data	datum	NOUN
american_scientific_journal-11675	105	172	consistency	consistency	NOUN
american_scientific_journal-11675	105	173	,	,	PUNCT
american_scientific_journal-11675	105	174	synchronization	synchronization	NOUN
american_scientific_journal-11675	105	175	complexity	complexity	NOUN
american_scientific_journal-11675	105	176	efficient	efficient	ADJ
american_scientific_journal-11675	105	177	api	api	NOUN
american_scientific_journal-11675	105	178	design	design	NOUN
american_scientific_journal-11675	105	179	also	also	ADV
american_scientific_journal-11675	105	180	contributes	contribute	VERB
american_scientific_journal-11675	105	181	to	to	ADP
american_scientific_journal-11675	105	182	performance	performance	NOUN
american_scientific_journal-11675	105	183	.	.	PUNCT
american_scientific_journal-11675	106	1	many	many	ADJ
american_scientific_journal-11675	106	2	web	web	NOUN
american_scientific_journal-11675	106	3	apps	app	NOUN
american_scientific_journal-11675	106	4	,	,	PUNCT
american_scientific_journal-11675	106	5	especially	especially	ADV
american_scientific_journal-11675	106	6	single	single	ADJ
american_scientific_journal-11675	106	7	-	-	PUNCT
american_scientific_journal-11675	106	8	page	page	NOUN
american_scientific_journal-11675	106	9	applications	application	NOUN
american_scientific_journal-11675	106	10	,	,	PUNCT
american_scientific_journal-11675	106	11	communicate	communicate	VERB
american_scientific_journal-11675	106	12	with	with	ADP
american_scientific_journal-11675	106	13	back	back	ADJ
american_scientific_journal-11675	106	14	-	-	PUNCT
american_scientific_journal-11675	106	15	end	end	NOUN
american_scientific_journal-11675	106	16	apis	apis	ADJ
american_scientific_journal-11675	106	17	.	.	PUNCT
american_scientific_journal-11675	107	1	reducing	reduce	VERB
american_scientific_journal-11675	107	2	the	the	DET
american_scientific_journal-11675	107	3	number	number	NOUN
american_scientific_journal-11675	107	4	of	of	ADP
american_scientific_journal-11675	107	5	api	api	NOUN
american_scientific_journal-11675	107	6	calls	call	NOUN
american_scientific_journal-11675	107	7	and	and	CCONJ
american_scientific_journal-11675	107	8	the	the	DET
american_scientific_journal-11675	107	9	payload	payload	NOUN
american_scientific_journal-11675	107	10	size	size	NOUN
american_scientific_journal-11675	107	11	can	can	AUX
american_scientific_journal-11675	107	12	significantly	significantly	ADV
american_scientific_journal-11675	107	13	cut	cut	VERB
american_scientific_journal-11675	107	14	down	down	ADP
american_scientific_journal-11675	107	15	load	load	NOUN
american_scientific_journal-11675	107	16	times	time	NOUN
american_scientific_journal-11675	107	17	and	and	CCONJ
american_scientific_journal-11675	107	18	bandwidth	bandwidth	ADJ
american_scientific_journal-11675	107	19	usage	usage	NOUN
american_scientific_journal-11675	107	20	.	.	PUNCT
american_scientific_journal-11675	108	1	one	one	NUM
american_scientific_journal-11675	108	2	trend	trend	NOUN
american_scientific_journal-11675	108	3	is	be	AUX
american_scientific_journal-11675	108	4	the	the	DET
american_scientific_journal-11675	108	5	adoption	adoption	NOUN
american_scientific_journal-11675	108	6	of	of	ADP
american_scientific_journal-11675	108	7	graphql	graphql	NOUN
american_scientific_journal-11675	108	8	or	or	CCONJ
american_scientific_journal-11675	108	9	other	other	ADJ
american_scientific_journal-11675	108	10	query	query	NOUN
american_scientific_journal-11675	108	11	languages	language	NOUN
american_scientific_journal-11675	108	12	to	to	PART
american_scientific_journal-11675	108	13	allow	allow	VERB
american_scientific_journal-11675	108	14	clients	client	NOUN
american_scientific_journal-11675	108	15	to	to	PART
american_scientific_journal-11675	108	16	request	request	VERB
american_scientific_journal-11675	108	17	exactly	exactly	ADV
american_scientific_journal-11675	108	18	the	the	DET
american_scientific_journal-11675	108	19	data	datum	NOUN
american_scientific_journal-11675	108	20	they	they	PRON
american_scientific_journal-11675	108	21	need	need	VERB
american_scientific_journal-11675	108	22	in	in	ADP
american_scientific_journal-11675	108	23	one	one	NUM
american_scientific_journal-11675	108	24	round	round	ADJ
american_scientific_journal-11675	108	25	-	-	PUNCT
american_scientific_journal-11675	108	26	trip	trip	NOUN
american_scientific_journal-11675	108	27	,	,	PUNCT
american_scientific_journal-11675	108	28	rather	rather	ADV
american_scientific_journal-11675	108	29	than	than	ADP
american_scientific_journal-11675	108	30	making	make	VERB
american_scientific_journal-11675	108	31	multiple	multiple	ADJ
american_scientific_journal-11675	108	32	rest	rest	NOUN
american_scientific_journal-11675	108	33	calls	call	NOUN
american_scientific_journal-11675	108	34	.	.	PUNCT
american_scientific_journal-11675	109	1	studies	study	NOUN
american_scientific_journal-11675	109	2	comparing	compare	VERB
american_scientific_journal-11675	109	3	graphql	graphql	NOUN
american_scientific_journal-11675	109	4	to	to	PART
american_scientific_journal-11675	109	5	rest	rest	NOUN
american_scientific_journal-11675	109	6	have	have	AUX
american_scientific_journal-11675	109	7	shown	show	VERB
american_scientific_journal-11675	109	8	that	that	DET
american_scientific_journal-11675	109	9	graphql	graphql	NOUN
american_scientific_journal-11675	109	10	can	can	AUX
american_scientific_journal-11675	109	11	outperform	outperform	VERB
american_scientific_journal-11675	109	12	rest	rest	NOUN
american_scientific_journal-11675	109	13	in	in	ADP
american_scientific_journal-11675	109	14	scenarios	scenario	NOUN
american_scientific_journal-11675	109	15	where	where	SCONJ
american_scientific_journal-11675	109	16	multiple	multiple	ADJ
american_scientific_journal-11675	109	17	data	datum	NOUN
american_scientific_journal-11675	109	18	entities	entity	NOUN
american_scientific_journal-11675	109	19	must	must	AUX
american_scientific_journal-11675	109	20	be	be	AUX
american_scientific_journal-11675	109	21	fetched	fetch	VERB
american_scientific_journal-11675	109	22	,	,	PUNCT
american_scientific_journal-11675	109	23	by	by	ADP
american_scientific_journal-11675	109	24	eliminating	eliminate	VERB
american_scientific_journal-11675	109	25	over	over	ADV
american_scientific_journal-11675	109	26	-	-	PUNCT
american_scientific_journal-11675	109	27	fetching	fetching	ADJ
american_scientific_journal-11675	109	28	and	and	CCONJ
american_scientific_journal-11675	109	29	under	under	ADV
american_scientific_journal-11675	109	30	-	-	PUNCT
american_scientific_journal-11675	109	31	fetching	fetch	VERB
american_scientific_journal-11675	109	32	issues	issue	NOUN
american_scientific_journal-11675	109	33	.	.	PUNCT
american_scientific_journal-11675	110	1	ala	ala	PROPN
american_scientific_journal-11675	110	2	-	-	PUNCT
american_scientific_journal-11675	110	3	laurinaho	laurinaho	PROPN
american_scientific_journal-11675	110	4	and	and	CCONJ
american_scientific_journal-11675	110	5	his	his	PRON
american_scientific_journal-11675	110	6	colleagues	colleague	NOUN
american_scientific_journal-11675	110	7	(	(	PUNCT
american_scientific_journal-11675	110	8	2022	2022	NUM
american_scientific_journal-11675	110	9	)	)	PUNCT
american_scientific_journal-11675	110	10	found	find	VERB
american_scientific_journal-11675	110	11	that	that	SCONJ
american_scientific_journal-11675	110	12	for	for	ADP
american_scientific_journal-11675	110	13	reading	reading	NOUN
american_scientific_journal-11675	110	14	or	or	CCONJ
american_scientific_journal-11675	110	15	writing	write	VERB
american_scientific_journal-11675	110	16	multiple	multiple	ADJ
american_scientific_journal-11675	110	17	values	value	NOUN
american_scientific_journal-11675	110	18	,	,	PUNCT
american_scientific_journal-11675	110	19	graphql	graphql	NOUN
american_scientific_journal-11675	110	20	performed	perform	VERB
american_scientific_journal-11675	110	21	better	well	ADV
american_scientific_journal-11675	110	22	than	than	ADP
american_scientific_journal-11675	110	23	rest	rest	VERB
american_scientific_journal-11675	110	24	by	by	ADP
american_scientific_journal-11675	110	25	bundling	bundle	VERB
american_scientific_journal-11675	110	26	the	the	DET
american_scientific_journal-11675	110	27	requests	request	NOUN
american_scientific_journal-11675	110	28	,	,	PUNCT
american_scientific_journal-11675	110	29	whereas	whereas	SCONJ
american_scientific_journal-11675	110	30	rest	rest	NOUN
american_scientific_journal-11675	110	31	was	be	AUX
american_scientific_journal-11675	110	32	slightly	slightly	ADV
american_scientific_journal-11675	110	33	faster	fast	ADJ
american_scientific_journal-11675	110	34	for	for	ADP
american_scientific_journal-11675	110	35	single	single	ADJ
american_scientific_journal-11675	110	36	,	,	PUNCT
american_scientific_journal-11675	110	37	simple	simple	ADJ
american_scientific_journal-11675	110	38	requests	request	NOUN
american_scientific_journal-11675	110	39	[	[	X
american_scientific_journal-11675	110	40	1	1	NUM
american_scientific_journal-11675	110	41	]	]	PUNCT
american_scientific_journal-11675	110	42	.	.	PUNCT
american_scientific_journal-11675	111	1	this	this	PRON
american_scientific_journal-11675	111	2	suggests	suggest	VERB
american_scientific_journal-11675	111	3	using	use	VERB
american_scientific_journal-11675	111	4	graphql	graphql	NOUN
american_scientific_journal-11675	111	5	can	can	AUX
american_scientific_journal-11675	111	6	reduce	reduce	VERB
american_scientific_journal-11675	111	7	latency	latency	NOUN
american_scientific_journal-11675	111	8	when	when	SCONJ
american_scientific_journal-11675	111	9	a	a	DET
american_scientific_journal-11675	111	10	client	client	NOUN
american_scientific_journal-11675	111	11	would	would	AUX
american_scientific_journal-11675	111	12	otherwise	otherwise	ADV
american_scientific_journal-11675	111	13	need	need	VERB
american_scientific_journal-11675	111	14	to	to	PART
american_scientific_journal-11675	111	15	aggregate	aggregate	VERB
american_scientific_journal-11675	111	16	data	datum	NOUN
american_scientific_journal-11675	111	17	via	via	ADP
american_scientific_journal-11675	111	18	several	several	ADJ
american_scientific_journal-11675	111	19	calls	call	NOUN
american_scientific_journal-11675	111	20	.	.	PUNCT
american_scientific_journal-11675	112	1	another	another	DET
american_scientific_journal-11675	112	2	api	api	NOUN
american_scientific_journal-11675	112	3	optimization	optimization	NOUN
american_scientific_journal-11675	112	4	is	be	AUX
american_scientific_journal-11675	112	5	implementing	implement	VERB
american_scientific_journal-11675	112	6	pagination	pagination	NOUN
american_scientific_journal-11675	112	7	and	and	CCONJ
american_scientific_journal-11675	112	8	lazy	lazy	ADJ
american_scientific_journal-11675	112	9	loading	loading	NOUN
american_scientific_journal-11675	112	10	of	of	ADP
american_scientific_journal-11675	112	11	data	datum	NOUN
american_scientific_journal-11675	112	12	on	on	ADP
american_scientific_journal-11675	112	13	the	the	DET
american_scientific_journal-11675	112	14	server	server	NOUN
american_scientific_journal-11675	112	15	side	side	NOUN
american_scientific_journal-11675	112	16	for	for	ADP
american_scientific_journal-11675	112	17	large	large	ADJ
american_scientific_journal-11675	112	18	datasets	dataset	NOUN
american_scientific_journal-11675	112	19	,	,	PUNCT
american_scientific_journal-11675	112	20	so	so	SCONJ
american_scientific_journal-11675	112	21	that	that	SCONJ
american_scientific_journal-11675	112	22	clients	client	NOUN
american_scientific_journal-11675	112	23	only	only	ADV
american_scientific_journal-11675	112	24	receive	receive	VERB
american_scientific_journal-11675	112	25	chunks	chunk	NOUN
american_scientific_journal-11675	112	26	of	of	ADP
american_scientific_journal-11675	112	27	data	datum	NOUN
american_scientific_journal-11675	112	28	as	as	SCONJ
american_scientific_journal-11675	112	29	needed	need	VERB
american_scientific_journal-11675	112	30	.	.	PUNCT
american_scientific_journal-11675	113	1	this	this	PRON
american_scientific_journal-11675	113	2	not	not	PART
american_scientific_journal-11675	113	3	only	only	ADV
american_scientific_journal-11675	113	4	improves	improve	VERB
american_scientific_journal-11675	113	5	perceived	perceive	VERB
american_scientific_journal-11675	113	6	performance	performance	NOUN
american_scientific_journal-11675	113	7	(	(	PUNCT
american_scientific_journal-11675	113	8	faster	fast	ADJ
american_scientific_journal-11675	113	9	initial	initial	ADJ
american_scientific_journal-11675	113	10	response	response	NOUN
american_scientific_journal-11675	113	11	)	)	PUNCT
american_scientific_journal-11675	113	12	but	but	CCONJ
american_scientific_journal-11675	113	13	also	also	ADV
american_scientific_journal-11675	113	14	reduces	reduce	VERB
american_scientific_journal-11675	113	15	server	server	NOUN
american_scientific_journal-11675	113	16	load	load	NOUN
american_scientific_journal-11675	113	17	by	by	ADP
american_scientific_journal-11675	113	18	not	not	PART
american_scientific_journal-11675	113	19	processing	process	VERB
american_scientific_journal-11675	113	20	or	or	CCONJ
american_scientific_journal-11675	113	21	sending	send	VERB
american_scientific_journal-11675	113	22	unused	unused	ADJ
american_scientific_journal-11675	113	23	information	information	NOUN
american_scientific_journal-11675	113	24	.	.	PUNCT
american_scientific_journal-11675	114	1	compressing	compress	VERB
american_scientific_journal-11675	114	2	api	api	NOUN
american_scientific_journal-11675	114	3	responses	response	NOUN
american_scientific_journal-11675	114	4	(	(	PUNCT
american_scientific_journal-11675	114	5	using	use	VERB
american_scientific_journal-11675	114	6	gzip	gzip	NOUN
american_scientific_journal-11675	114	7	or	or	CCONJ
american_scientific_journal-11675	114	8	brotli	brotli	NOUN
american_scientific_journal-11675	114	9	)	)	PUNCT
american_scientific_journal-11675	114	10	and	and	CCONJ
american_scientific_journal-11675	114	11	using	use	VERB
american_scientific_journal-11675	114	12	binary	binary	ADJ
american_scientific_journal-11675	114	13	protocols	protocol	NOUN
american_scientific_journal-11675	114	14	(	(	PUNCT
american_scientific_journal-11675	114	15	like	like	ADP
american_scientific_journal-11675	114	16	protocol	protocol	NOUN
american_scientific_journal-11675	114	17	buffers	buffer	NOUN
american_scientific_journal-11675	114	18	or	or	CCONJ
american_scientific_journal-11675	114	19	avro	avro	PROPN
american_scientific_journal-11675	114	20	in	in	ADP
american_scientific_journal-11675	114	21	grpc	grpc	NOUN
american_scientific_journal-11675	114	22	)	)	PUNCT
american_scientific_journal-11675	114	23	are	be	AUX
american_scientific_journal-11675	114	24	additional	additional	ADJ
american_scientific_journal-11675	114	25	methods	method	NOUN
american_scientific_journal-11675	114	26	to	to	PART
american_scientific_journal-11675	114	27	improve	improve	VERB
american_scientific_journal-11675	114	28	api	api	NOUN
american_scientific_journal-11675	114	29	performance	performance	NOUN
american_scientific_journal-11675	114	30	.	.	PUNCT
american_scientific_journal-11675	115	1	all	all	DET
american_scientific_journal-11675	115	2	these	these	DET
american_scientific_journal-11675	115	3	strategies	strategy	NOUN
american_scientific_journal-11675	115	4	ensure	ensure	VERB
american_scientific_journal-11675	115	5	that	that	SCONJ
american_scientific_journal-11675	115	6	the	the	DET
american_scientific_journal-11675	115	7	data	data	NOUN
american_scientific_journal-11675	115	8	exchange	exchange	NOUN
american_scientific_journal-11675	115	9	between	between	ADP
american_scientific_journal-11675	115	10	american	american	ADJ
american_scientific_journal-11675	115	11	academic	academic	ADJ
american_scientific_journal-11675	115	12	scientific	scientific	ADJ
american_scientific_journal-11675	115	13	research	research	NOUN
american_scientific_journal-11675	115	14	journal	journal	NOUN
american_scientific_journal-11675	115	15	for	for	ADP
american_scientific_journal-11675	115	16	engineering	engineering	NOUN
american_scientific_journal-11675	115	17	,	,	PUNCT
american_scientific_journal-11675	115	18	technology	technology	NOUN
american_scientific_journal-11675	115	19	,	,	PUNCT
american_scientific_journal-11675	115	20	and	and	CCONJ
american_scientific_journal-11675	115	21	sciences	science	NOUN
american_scientific_journal-11675	115	22	(	(	PUNCT
american_scientific_journal-11675	115	23	asrjets	asrjet	NOUN
american_scientific_journal-11675	115	24	)	)	PUNCT
american_scientific_journal-11675	115	25	volume	volume	NOUN
american_scientific_journal-11675	115	26	102	102	NUM
american_scientific_journal-11675	115	27	,	,	PUNCT
american_scientific_journal-11675	115	28	no	no	DET
american_scientific_journal-11675	115	29	1	1	NUM
american_scientific_journal-11675	115	30	,	,	PUNCT
american_scientific_journal-11675	115	31	pp	pp	ADV
american_scientific_journal-11675	115	32	54	54	NUM
american_scientific_journal-11675	115	33	-	-	SYM
american_scientific_journal-11675	115	34	63	63	NUM
american_scientific_journal-11675	115	35	60	60	NUM
american_scientific_journal-11675	115	36	front	front	ADJ
american_scientific_journal-11675	115	37	-	-	PUNCT
american_scientific_journal-11675	115	38	end	end	NOUN
american_scientific_journal-11675	115	39	and	and	CCONJ
american_scientific_journal-11675	115	40	back	back	NOUN
american_scientific_journal-11675	115	41	-	-	PUNCT
american_scientific_journal-11675	115	42	end	end	NOUN
american_scientific_journal-11675	115	43	is	be	AUX
american_scientific_journal-11675	115	44	as	as	ADV
american_scientific_journal-11675	115	45	efficient	efficient	ADJ
american_scientific_journal-11675	115	46	as	as	ADP
american_scientific_journal-11675	115	47	possible	possible	ADJ
american_scientific_journal-11675	115	48	,	,	PUNCT
american_scientific_journal-11675	115	49	minimizing	minimize	VERB
american_scientific_journal-11675	115	50	wait	wait	VERB
american_scientific_journal-11675	115	51	time	time	NOUN
american_scientific_journal-11675	115	52	for	for	ADP
american_scientific_journal-11675	115	53	the	the	DET
american_scientific_journal-11675	115	54	user	user	NOUN
american_scientific_journal-11675	115	55	.	.	PUNCT
american_scientific_journal-11675	116	1	finally	finally	ADV
american_scientific_journal-11675	116	2	,	,	PUNCT
american_scientific_journal-11675	116	3	deploying	deploy	VERB
american_scientific_journal-11675	116	4	applications	application	NOUN
american_scientific_journal-11675	116	5	on	on	ADP
american_scientific_journal-11675	116	6	modern	modern	ADJ
american_scientific_journal-11675	116	7	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	116	8	like	like	ADP
american_scientific_journal-11675	116	9	edge	edge	NOUN
american_scientific_journal-11675	116	10	computing	computing	NOUN
american_scientific_journal-11675	116	11	can	can	AUX
american_scientific_journal-11675	116	12	significantly	significantly	ADV
american_scientific_journal-11675	116	13	reduce	reduce	VERB
american_scientific_journal-11675	116	14	latency	latency	NOUN
american_scientific_journal-11675	116	15	for	for	ADP
american_scientific_journal-11675	116	16	users	user	NOUN
american_scientific_journal-11675	116	17	globally	globally	ADV
american_scientific_journal-11675	116	18	(	(	PUNCT
american_scientific_journal-11675	116	19	see	see	VERB
american_scientific_journal-11675	116	20	fig	fig	NOUN
american_scientific_journal-11675	116	21	.	.	PUNCT
american_scientific_journal-11675	117	1	1	1	NUM
american_scientific_journal-11675	117	2	)	)	PUNCT
american_scientific_journal-11675	117	3	.	.	PUNCT
american_scientific_journal-11675	118	1	figure	figure	VERB
american_scientific_journal-11675	118	2	1	1	NUM
american_scientific_journal-11675	118	3	:	:	PUNCT
american_scientific_journal-11675	118	4	the	the	DET
american_scientific_journal-11675	118	5	structure	structure	NOUN
american_scientific_journal-11675	118	6	of	of	ADP
american_scientific_journal-11675	118	7	edge	edge	NOUN
american_scientific_journal-11675	118	8	computing	computing	NOUN
american_scientific_journal-11675	118	9	network	network	NOUN
american_scientific_journal-11675	118	10	[	[	X
american_scientific_journal-11675	118	11	10	10	NUM
american_scientific_journal-11675	118	12	]	]	SYM
american_scientific_journal-11675	118	13	edge	edge	NOUN
american_scientific_journal-11675	118	14	computing	computing	NOUN
american_scientific_journal-11675	118	15	means	mean	VERB
american_scientific_journal-11675	118	16	running	run	VERB
american_scientific_journal-11675	118	17	certain	certain	ADJ
american_scientific_journal-11675	118	18	computations	computation	NOUN
american_scientific_journal-11675	118	19	or	or	CCONJ
american_scientific_journal-11675	118	20	serving	serve	VERB
american_scientific_journal-11675	118	21	content	content	NOUN
american_scientific_journal-11675	118	22	on	on	ADP
american_scientific_journal-11675	118	23	servers	server	NOUN
american_scientific_journal-11675	118	24	located	locate	VERB
american_scientific_journal-11675	118	25	geographically	geographically	ADV
american_scientific_journal-11675	118	26	closer	close	ADV
american_scientific_journal-11675	118	27	to	to	ADP
american_scientific_journal-11675	118	28	users	user	NOUN
american_scientific_journal-11675	118	29	(	(	PUNCT
american_scientific_journal-11675	118	30	often	often	ADV
american_scientific_journal-11675	118	31	provided	provide	VERB
american_scientific_journal-11675	118	32	by	by	ADP
american_scientific_journal-11675	118	33	cdn	cdn	PROPN
american_scientific_journal-11675	118	34	networks	network	NOUN
american_scientific_journal-11675	118	35	or	or	CCONJ
american_scientific_journal-11675	118	36	edge	edge	NOUN
american_scientific_journal-11675	118	37	cloud	cloud	NOUN
american_scientific_journal-11675	118	38	providers	provider	NOUN
american_scientific_journal-11675	118	39	)	)	PUNCT
american_scientific_journal-11675	118	40	.	.	PUNCT
american_scientific_journal-11675	119	1	the	the	DET
american_scientific_journal-11675	119	2	principle	principle	NOUN
american_scientific_journal-11675	119	3	is	be	AUX
american_scientific_journal-11675	119	4	similar	similar	ADJ
american_scientific_journal-11675	119	5	to	to	ADP
american_scientific_journal-11675	119	6	cdns	cdns	NOUN
american_scientific_journal-11675	119	7	but	but	CCONJ
american_scientific_journal-11675	119	8	extends	extend	VERB
american_scientific_journal-11675	119	9	to	to	ADP
american_scientific_journal-11675	119	10	application	application	NOUN
american_scientific_journal-11675	119	11	logic	logic	NOUN
american_scientific_journal-11675	119	12	.	.	PUNCT
american_scientific_journal-11675	120	1	by	by	ADP
american_scientific_journal-11675	120	2	handling	handle	VERB
american_scientific_journal-11675	120	3	requests	request	NOUN
american_scientific_journal-11675	120	4	at	at	ADP
american_scientific_journal-11675	120	5	the	the	DET
american_scientific_journal-11675	120	6	network	network	NOUN
american_scientific_journal-11675	120	7	edge	edge	NOUN
american_scientific_journal-11675	120	8	,	,	PUNCT
american_scientific_journal-11675	120	9	one	one	PRON
american_scientific_journal-11675	120	10	avoids	avoid	VERB
american_scientific_journal-11675	120	11	long	long	ADJ
american_scientific_journal-11675	120	12	transits	transit	NOUN
american_scientific_journal-11675	120	13	to	to	ADP
american_scientific_journal-11675	120	14	a	a	DET
american_scientific_journal-11675	120	15	central	central	ADJ
american_scientific_journal-11675	120	16	server	server	NOUN
american_scientific_journal-11675	120	17	.	.	PUNCT
american_scientific_journal-11675	121	1	industry	industry	NOUN
american_scientific_journal-11675	121	2	analyses	analysis	NOUN
american_scientific_journal-11675	121	3	note	note	VERB
american_scientific_journal-11675	121	4	that	that	SCONJ
american_scientific_journal-11675	121	5	physical	physical	ADJ
american_scientific_journal-11675	121	6	distance	distance	NOUN
american_scientific_journal-11675	121	7	is	be	AUX
american_scientific_journal-11675	121	8	a	a	DET
american_scientific_journal-11675	121	9	major	major	ADJ
american_scientific_journal-11675	121	10	contributor	contributor	NOUN
american_scientific_journal-11675	121	11	to	to	ADP
american_scientific_journal-11675	121	12	network	network	NOUN
american_scientific_journal-11675	121	13	latency	latency	NOUN
american_scientific_journal-11675	121	14	,	,	PUNCT
american_scientific_journal-11675	121	15	and	and	CCONJ
american_scientific_journal-11675	121	16	bringing	bring	VERB
american_scientific_journal-11675	121	17	servers	server	NOUN
american_scientific_journal-11675	121	18	within	within	ADP
american_scientific_journal-11675	121	19	~50	~50	NUM
american_scientific_journal-11675	121	20	miles	mile	NOUN
american_scientific_journal-11675	121	21	of	of	ADP
american_scientific_journal-11675	121	22	users	user	NOUN
american_scientific_journal-11675	121	23	can	can	AUX
american_scientific_journal-11675	121	24	make	make	VERB
american_scientific_journal-11675	121	25	latency	latency	NOUN
american_scientific_journal-11675	121	26	almost	almost	ADV
american_scientific_journal-11675	121	27	imperceptible	imperceptible	ADJ
american_scientific_journal-11675	122	1	[	[	X
american_scientific_journal-11675	122	2	9	9	NUM
american_scientific_journal-11675	122	3	]	]	PUNCT
american_scientific_journal-11675	122	4	.	.	PUNCT
american_scientific_journal-11675	123	1	for	for	ADP
american_scientific_journal-11675	123	2	instance	instance	NOUN
american_scientific_journal-11675	123	3	,	,	PUNCT
american_scientific_journal-11675	123	4	an	an	DET
american_scientific_journal-11675	123	5	edge	edge	NOUN
american_scientific_journal-11675	123	6	server	server	NOUN
american_scientific_journal-11675	123	7	can	can	AUX
american_scientific_journal-11675	123	8	quickly	quickly	ADV
american_scientific_journal-11675	123	9	serve	serve	VERB
american_scientific_journal-11675	123	10	cached	cache	VERB
american_scientific_journal-11675	123	11	content	content	NOUN
american_scientific_journal-11675	123	12	or	or	CCONJ
american_scientific_journal-11675	123	13	handle	handle	VERB
american_scientific_journal-11675	123	14	lightweight	lightweight	ADJ
american_scientific_journal-11675	123	15	compute	compute	NOUN
american_scientific_journal-11675	123	16	(	(	PUNCT
american_scientific_journal-11675	123	17	like	like	ADP
american_scientific_journal-11675	123	18	personalization	personalization	NOUN
american_scientific_journal-11675	123	19	or	or	CCONJ
american_scientific_journal-11675	123	20	routing	routing	NOUN
american_scientific_journal-11675	123	21	logic	logic	NOUN
american_scientific_journal-11675	123	22	)	)	PUNCT
american_scientific_journal-11675	123	23	near	near	ADP
american_scientific_journal-11675	123	24	the	the	DET
american_scientific_journal-11675	123	25	user	user	NOUN
american_scientific_journal-11675	123	26	,	,	PUNCT
american_scientific_journal-11675	123	27	shaving	shave	VERB
american_scientific_journal-11675	123	28	hundreds	hundred	NOUN
american_scientific_journal-11675	123	29	of	of	ADP
american_scientific_journal-11675	123	30	milliseconds	millisecond	NOUN
american_scientific_journal-11675	123	31	off	off	ADP
american_scientific_journal-11675	123	32	response	response	NOUN
american_scientific_journal-11675	123	33	times	time	NOUN
american_scientific_journal-11675	123	34	.	.	PUNCT
american_scientific_journal-11675	124	1	edge	edge	NOUN
american_scientific_journal-11675	124	2	computing	compute	VERB
american_scientific_journal-11675	124	3	paradigms	paradigm	NOUN
american_scientific_journal-11675	124	4	(	(	PUNCT
american_scientific_journal-11675	124	5	such	such	ADJ
american_scientific_journal-11675	124	6	as	as	ADP
american_scientific_journal-11675	124	7	cloudflare	cloudflare	ADJ
american_scientific_journal-11675	124	8	workers	worker	NOUN
american_scientific_journal-11675	124	9	,	,	PUNCT
american_scientific_journal-11675	124	10	fastly	fastly	ADV
american_scientific_journal-11675	124	11	[	[	X
american_scientific_journal-11675	124	12	email	email	NOUN
american_scientific_journal-11675	124	13	protected	protect	VERB
american_scientific_journal-11675	124	14	]	]	PUNCT
american_scientific_journal-11675	124	15	,	,	PUNCT
american_scientific_journal-11675	124	16	or	or	CCONJ
american_scientific_journal-11675	124	17	azure	azure	ADJ
american_scientific_journal-11675	124	18	edge	edge	NOUN
american_scientific_journal-11675	124	19	functions	function	NOUN
american_scientific_journal-11675	124	20	)	)	PUNCT
american_scientific_journal-11675	124	21	enable	enable	VERB
american_scientific_journal-11675	124	22	developers	developer	NOUN
american_scientific_journal-11675	124	23	to	to	PART
american_scientific_journal-11675	124	24	deploy	deploy	VERB
american_scientific_journal-11675	124	25	code	code	NOUN
american_scientific_journal-11675	124	26	that	that	PRON
american_scientific_journal-11675	124	27	runs	run	VERB
american_scientific_journal-11675	124	28	in	in	ADP
american_scientific_journal-11675	124	29	many	many	ADJ
american_scientific_journal-11675	124	30	locations	location	NOUN
american_scientific_journal-11675	124	31	worldwide	worldwide	ADV
american_scientific_journal-11675	124	32	.	.	PUNCT
american_scientific_journal-11675	125	1	real	real	ADJ
american_scientific_journal-11675	125	2	-	-	PUNCT
american_scientific_journal-11675	125	3	world	world	NOUN
american_scientific_journal-11675	125	4	use	use	NOUN
american_scientific_journal-11675	125	5	cases	case	NOUN
american_scientific_journal-11675	125	6	include	include	VERB
american_scientific_journal-11675	125	7	performing	perform	VERB
american_scientific_journal-11675	125	8	authentication	authentication	NOUN
american_scientific_journal-11675	125	9	checks	check	NOUN
american_scientific_journal-11675	125	10	at	at	ADP
american_scientific_journal-11675	125	11	the	the	DET
american_scientific_journal-11675	125	12	edge	edge	NOUN
american_scientific_journal-11675	125	13	,	,	PUNCT
american_scientific_journal-11675	125	14	tailoring	tailor	VERB
american_scientific_journal-11675	125	15	content	content	NOUN
american_scientific_journal-11675	125	16	based	base	VERB
american_scientific_journal-11675	125	17	on	on	ADP
american_scientific_journal-11675	125	18	region	region	NOUN
american_scientific_journal-11675	125	19	,	,	PUNCT
american_scientific_journal-11675	125	20	or	or	CCONJ
american_scientific_journal-11675	125	21	caching	cache	VERB
american_scientific_journal-11675	125	22	api	api	NOUN
american_scientific_journal-11675	125	23	responses	response	NOUN
american_scientific_journal-11675	125	24	in	in	ADP
american_scientific_journal-11675	125	25	edge	edge	NOUN
american_scientific_journal-11675	125	26	data	datum	NOUN
american_scientific_journal-11675	125	27	stores	store	NOUN
american_scientific_journal-11675	125	28	–	–	PUNCT
american_scientific_journal-11675	125	29	all	all	PRON
american_scientific_journal-11675	125	30	of	of	ADP
american_scientific_journal-11675	125	31	which	which	PRON
american_scientific_journal-11675	125	32	alleviate	alleviate	VERB
american_scientific_journal-11675	125	33	load	load	NOUN
american_scientific_journal-11675	125	34	on	on	ADP
american_scientific_journal-11675	125	35	the	the	DET
american_scientific_journal-11675	125	36	core	core	ADJ
american_scientific_journal-11675	125	37	origin	origin	NOUN
american_scientific_journal-11675	125	38	servers	server	VERB
american_scientific_journal-11675	125	39	american	american	ADJ
american_scientific_journal-11675	125	40	academic	academic	PROPN
american_scientific_journal-11675	125	41	scientific	scientific	ADJ
american_scientific_journal-11675	125	42	research	research	NOUN
american_scientific_journal-11675	125	43	journal	journal	NOUN
american_scientific_journal-11675	125	44	for	for	ADP
american_scientific_journal-11675	125	45	engineering	engineering	NOUN
american_scientific_journal-11675	125	46	,	,	PUNCT
american_scientific_journal-11675	125	47	technology	technology	NOUN
american_scientific_journal-11675	125	48	,	,	PUNCT
american_scientific_journal-11675	125	49	and	and	CCONJ
american_scientific_journal-11675	125	50	sciences	science	NOUN
american_scientific_journal-11675	125	51	(	(	PUNCT
american_scientific_journal-11675	125	52	asrjets	asrjet	NOUN
american_scientific_journal-11675	125	53	)	)	PUNCT
american_scientific_journal-11675	125	54	volume	volume	NOUN
american_scientific_journal-11675	125	55	102	102	NUM
american_scientific_journal-11675	125	56	,	,	PUNCT
american_scientific_journal-11675	125	57	no	no	DET
american_scientific_journal-11675	125	58	1	1	NUM
american_scientific_journal-11675	125	59	,	,	PUNCT
american_scientific_journal-11675	125	60	pp	pp	ADV
american_scientific_journal-11675	125	61	54	54	NUM
american_scientific_journal-11675	125	62	-	-	SYM
american_scientific_journal-11675	125	63	63	63	NUM
american_scientific_journal-11675	125	64	61	61	NUM
american_scientific_journal-11675	125	65	and	and	CCONJ
american_scientific_journal-11675	125	66	accelerate	accelerate	VERB
american_scientific_journal-11675	125	67	responses	response	NOUN
american_scientific_journal-11675	125	68	.	.	PUNCT
american_scientific_journal-11675	126	1	the	the	DET
american_scientific_journal-11675	126	2	main	main	ADJ
american_scientific_journal-11675	126	3	challenges	challenge	NOUN
american_scientific_journal-11675	126	4	with	with	ADP
american_scientific_journal-11675	126	5	edge	edge	NOUN
american_scientific_journal-11675	126	6	computing	computing	NOUN
american_scientific_journal-11675	126	7	are	be	AUX
american_scientific_journal-11675	126	8	ensuring	ensure	VERB
american_scientific_journal-11675	126	9	consistency	consistency	NOUN
american_scientific_journal-11675	126	10	(	(	PUNCT
american_scientific_journal-11675	126	11	data	data	NOUN
american_scientific_journal-11675	126	12	synchronization	synchronization	NOUN
american_scientific_journal-11675	126	13	)	)	PUNCT
american_scientific_journal-11675	126	14	and	and	CCONJ
american_scientific_journal-11675	126	15	handling	handle	VERB
american_scientific_journal-11675	126	16	state	state	NOUN
american_scientific_journal-11675	126	17	,	,	PUNCT
american_scientific_journal-11675	126	18	but	but	CCONJ
american_scientific_journal-11675	126	19	for	for	ADP
american_scientific_journal-11675	126	20	many	many	ADJ
american_scientific_journal-11675	126	21	performance	performance	NOUN
american_scientific_journal-11675	126	22	-	-	PUNCT
american_scientific_journal-11675	126	23	sensitive	sensitive	ADJ
american_scientific_journal-11675	126	24	parts	part	NOUN
american_scientific_journal-11675	126	25	of	of	ADP
american_scientific_journal-11675	126	26	an	an	DET
american_scientific_journal-11675	126	27	application	application	NOUN
american_scientific_journal-11675	126	28	,	,	PUNCT
american_scientific_journal-11675	126	29	the	the	DET
american_scientific_journal-11675	126	30	edge	edge	NOUN
american_scientific_journal-11675	126	31	approach	approach	NOUN
american_scientific_journal-11675	126	32	has	have	AUX
american_scientific_journal-11675	126	33	proven	prove	VERB
american_scientific_journal-11675	126	34	highly	highly	ADV
american_scientific_journal-11675	126	35	effective	effective	ADJ
american_scientific_journal-11675	126	36	.	.	PUNCT
american_scientific_journal-11675	127	1	it	it	PRON
american_scientific_journal-11675	127	2	represents	represent	VERB
american_scientific_journal-11675	127	3	an	an	DET
american_scientific_journal-11675	127	4	evolution	evolution	NOUN
american_scientific_journal-11675	127	5	of	of	ADP
american_scientific_journal-11675	127	6	cdn	cdn	NOUN
american_scientific_journal-11675	127	7	caching	cache	VERB
american_scientific_journal-11675	127	8	,	,	PUNCT
american_scientific_journal-11675	127	9	merging	merge	VERB
american_scientific_journal-11675	127	10	compute	compute	NOUN
american_scientific_journal-11675	127	11	with	with	ADP
american_scientific_journal-11675	127	12	distribution	distribution	NOUN
american_scientific_journal-11675	127	13	.	.	PUNCT
american_scientific_journal-11675	128	1	integration	integration	NOUN
american_scientific_journal-11675	128	2	of	of	ADP
american_scientific_journal-11675	128	3	techniques	technique	NOUN
american_scientific_journal-11675	128	4	–	–	PUNCT
american_scientific_journal-11675	128	5	case	case	NOUN
american_scientific_journal-11675	128	6	study	study	NOUN
american_scientific_journal-11675	128	7	crucially	crucially	ADV
american_scientific_journal-11675	128	8	,	,	PUNCT
american_scientific_journal-11675	128	9	these	these	DET
american_scientific_journal-11675	128	10	optimization	optimization	NOUN
american_scientific_journal-11675	128	11	techniques	technique	NOUN
american_scientific_journal-11675	128	12	are	be	AUX
american_scientific_journal-11675	128	13	often	often	ADV
american_scientific_journal-11675	128	14	most	most	ADV
american_scientific_journal-11675	128	15	effective	effective	ADJ
american_scientific_journal-11675	128	16	in	in	ADP
american_scientific_journal-11675	128	17	combination	combination	NOUN
american_scientific_journal-11675	128	18	.	.	PUNCT
american_scientific_journal-11675	129	1	a	a	DET
american_scientific_journal-11675	129	2	holistic	holistic	ADJ
american_scientific_journal-11675	129	3	performance	performance	NOUN
american_scientific_journal-11675	129	4	engineering	engineering	NOUN
american_scientific_journal-11675	129	5	effort	effort	NOUN
american_scientific_journal-11675	129	6	will	will	AUX
american_scientific_journal-11675	129	7	tackle	tackle	VERB
american_scientific_journal-11675	129	8	improvements	improvement	NOUN
american_scientific_journal-11675	129	9	at	at	ADP
american_scientific_journal-11675	129	10	multiple	multiple	ADJ
american_scientific_journal-11675	129	11	layers	layer	NOUN
american_scientific_journal-11675	129	12	.	.	PUNCT
american_scientific_journal-11675	130	1	we	we	PRON
american_scientific_journal-11675	130	2	can	can	AUX
american_scientific_journal-11675	130	3	look	look	VERB
american_scientific_journal-11675	130	4	to	to	ADP
american_scientific_journal-11675	130	5	the	the	DET
american_scientific_journal-11675	130	6	earlier	early	ADV
american_scientific_journal-11675	130	7	mentioned	mention	VERB
american_scientific_journal-11675	130	8	case	case	NOUN
american_scientific_journal-11675	130	9	study	study	NOUN
american_scientific_journal-11675	130	10	by	by	ADP
american_scientific_journal-11675	130	11	van	van	PROPN
american_scientific_journal-11675	130	12	riet	riet	PROPN
american_scientific_journal-11675	130	13	and	and	CCONJ
american_scientific_journal-11675	130	14	his	his	PRON
american_scientific_journal-11675	130	15	colleagues	colleague	NOUN
american_scientific_journal-11675	130	16	(	(	PUNCT
american_scientific_journal-11675	130	17	2023	2023	NUM
american_scientific_journal-11675	130	18	)	)	PUNCT
american_scientific_journal-11675	130	19	as	as	ADP
american_scientific_journal-11675	130	20	an	an	DET
american_scientific_journal-11675	130	21	example	example	NOUN
american_scientific_journal-11675	130	22	of	of	ADP
american_scientific_journal-11675	130	23	a	a	DET
american_scientific_journal-11675	130	24	systematic	systematic	ADJ
american_scientific_journal-11675	130	25	approach	approach	NOUN
american_scientific_journal-11675	130	26	[	[	X
american_scientific_journal-11675	130	27	6	6	NUM
american_scientific_journal-11675	130	28	]	]	PUNCT
american_scientific_journal-11675	130	29	.	.	PUNCT
american_scientific_journal-11675	131	1	in	in	ADP
american_scientific_journal-11675	131	2	that	that	DET
american_scientific_journal-11675	131	3	project	project	NOUN
american_scientific_journal-11675	131	4	,	,	PUNCT
american_scientific_journal-11675	131	5	the	the	DET
american_scientific_journal-11675	131	6	team	team	NOUN
american_scientific_journal-11675	131	7	applied	apply	VERB
american_scientific_journal-11675	131	8	front	front	ADJ
american_scientific_journal-11675	131	9	-	-	PUNCT
american_scientific_journal-11675	131	10	end	end	NOUN
american_scientific_journal-11675	131	11	optimizations	optimization	NOUN
american_scientific_journal-11675	131	12	(	(	PUNCT
american_scientific_journal-11675	131	13	like	like	ADP
american_scientific_journal-11675	131	14	code	code	NOUN
american_scientific_journal-11675	131	15	splitting	splitting	NOUN
american_scientific_journal-11675	131	16	,	,	PUNCT
american_scientific_journal-11675	131	17	lazy	lazy	ADJ
american_scientific_journal-11675	131	18	loading	loading	NOUN
american_scientific_journal-11675	131	19	of	of	ADP
american_scientific_journal-11675	131	20	widgets	widget	NOUN
american_scientific_journal-11675	131	21	,	,	PUNCT
american_scientific_journal-11675	131	22	optimizing	optimize	VERB
american_scientific_journal-11675	131	23	third	third	ADJ
american_scientific_journal-11675	131	24	-	-	PUNCT
american_scientific_journal-11675	131	25	party	party	NOUN
american_scientific_journal-11675	131	26	script	script	NOUN
american_scientific_journal-11675	131	27	loading	loading	NOUN
american_scientific_journal-11675	131	28	)	)	PUNCT
american_scientific_journal-11675	131	29	,	,	PUNCT
american_scientific_journal-11675	131	30	back	back	ADJ
american_scientific_journal-11675	131	31	-	-	PUNCT
american_scientific_journal-11675	131	32	end	end	NOUN
american_scientific_journal-11675	131	33	optimizations	optimization	NOUN
american_scientific_journal-11675	131	34	(	(	PUNCT
american_scientific_journal-11675	131	35	implementing	implement	VERB
american_scientific_journal-11675	131	36	cdn	cdn	NOUN
american_scientific_journal-11675	131	37	caching	cache	VERB
american_scientific_journal-11675	131	38	for	for	ADP
american_scientific_journal-11675	131	39	static	static	ADJ
american_scientific_journal-11675	131	40	assets	asset	NOUN
american_scientific_journal-11675	131	41	,	,	PUNCT
american_scientific_journal-11675	131	42	fine	fine	ADV
american_scientific_journal-11675	131	43	-	-	PUNCT
american_scientific_journal-11675	131	44	tuning	tune	VERB
american_scientific_journal-11675	131	45	database	database	NOUN
american_scientific_journal-11675	131	46	queries	query	NOUN
american_scientific_journal-11675	131	47	)	)	PUNCT
american_scientific_journal-11675	131	48	,	,	PUNCT
american_scientific_journal-11675	131	49	and	and	CCONJ
american_scientific_journal-11675	131	50	even	even	ADV
american_scientific_journal-11675	131	51	user	user	NOUN
american_scientific_journal-11675	131	52	-	-	PUNCT
american_scientific_journal-11675	131	53	centric	centric	ADJ
american_scientific_journal-11675	131	54	metric	metric	ADJ
american_scientific_journal-11675	131	55	analysis	analysis	NOUN
american_scientific_journal-11675	131	56	.	.	PUNCT
american_scientific_journal-11675	132	1	over	over	ADP
american_scientific_journal-11675	132	2	13	13	NUM
american_scientific_journal-11675	132	3	interventions	intervention	NOUN
american_scientific_journal-11675	132	4	,	,	PUNCT
american_scientific_journal-11675	132	5	they	they	PRON
american_scientific_journal-11675	132	6	observed	observe	VERB
american_scientific_journal-11675	132	7	dramatic	dramatic	ADJ
american_scientific_journal-11675	132	8	performance	performance	NOUN
american_scientific_journal-11675	132	9	gains	gain	NOUN
american_scientific_journal-11675	132	10	(	(	PUNCT
american_scientific_journal-11675	132	11	fcp	fcp	X
american_scientific_journal-11675	132	12	nearly	nearly	ADV
american_scientific_journal-11675	132	13	98	98	NUM
american_scientific_journal-11675	132	14	%	%	NOUN
american_scientific_journal-11675	132	15	faster	fast	ADV
american_scientific_journal-11675	132	16	,	,	PUNCT
american_scientific_journal-11675	132	17	etc	etc	X
american_scientific_journal-11675	132	18	.	.	X
american_scientific_journal-11675	132	19	as	as	SCONJ
american_scientific_journal-11675	132	20	noted	note	VERB
american_scientific_journal-11675	132	21	)	)	PUNCT
american_scientific_journal-11675	132	22	and	and	CCONJ
american_scientific_journal-11675	132	23	also	also	ADV
american_scientific_journal-11675	132	24	learned	learn	VERB
american_scientific_journal-11675	132	25	how	how	SCONJ
american_scientific_journal-11675	132	26	certain	certain	ADJ
american_scientific_journal-11675	132	27	metric	metric	ADJ
american_scientific_journal-11675	132	28	improvements	improvement	NOUN
american_scientific_journal-11675	132	29	correlated	correlate	VERB
american_scientific_journal-11675	132	30	with	with	ADP
american_scientific_journal-11675	132	31	user	user	NOUN
american_scientific_journal-11675	132	32	perception	perception	NOUN
american_scientific_journal-11675	132	33	[	[	X
american_scientific_journal-11675	132	34	6	6	NUM
american_scientific_journal-11675	132	35	]	]	PUNCT
american_scientific_journal-11675	132	36	.	.	PUNCT
american_scientific_journal-11675	133	1	one	one	NUM
american_scientific_journal-11675	133	2	interesting	interesting	ADJ
american_scientific_journal-11675	133	3	finding	finding	NOUN
american_scientific_journal-11675	133	4	was	be	AUX
american_scientific_journal-11675	133	5	that	that	SCONJ
american_scientific_journal-11675	133	6	their	their	PRON
american_scientific_journal-11675	133	7	custom	custom	NOUN
american_scientific_journal-11675	133	8	metric	metric	ADJ
american_scientific_journal-11675	133	9	“	"	PUNCT
american_scientific_journal-11675	133	10	lowest	low	ADJ
american_scientific_journal-11675	133	11	time	time	NOUN
american_scientific_journal-11675	133	12	to	to	PART
american_scientific_journal-11675	133	13	widget	widget	VERB
american_scientific_journal-11675	133	14	”	"	PUNCT
american_scientific_journal-11675	133	15	–	–	PUNCT
american_scientific_journal-11675	133	16	essentially	essentially	ADV
american_scientific_journal-11675	133	17	the	the	DET
american_scientific_journal-11675	133	18	time	time	NOUN
american_scientific_journal-11675	133	19	until	until	SCONJ
american_scientific_journal-11675	133	20	a	a	DET
american_scientific_journal-11675	133	21	key	key	ADJ
american_scientific_journal-11675	133	22	interactive	interactive	ADJ
american_scientific_journal-11675	133	23	part	part	NOUN
american_scientific_journal-11675	133	24	of	of	ADP
american_scientific_journal-11675	133	25	the	the	DET
american_scientific_journal-11675	133	26	app	app	NOUN
american_scientific_journal-11675	133	27	was	be	AUX
american_scientific_journal-11675	133	28	usable	usable	ADJ
american_scientific_journal-11675	133	29	–	–	PUNCT
american_scientific_journal-11675	133	30	aligned	align	VERB
american_scientific_journal-11675	133	31	perfectly	perfectly	ADV
american_scientific_journal-11675	133	32	with	with	ADP
american_scientific_journal-11675	133	33	how	how	SCONJ
american_scientific_journal-11675	133	34	users	user	NOUN
american_scientific_journal-11675	133	35	perceived	perceive	VERB
american_scientific_journal-11675	133	36	performance	performance	NOUN
american_scientific_journal-11675	133	37	.	.	PUNCT
american_scientific_journal-11675	134	1	this	this	PRON
american_scientific_journal-11675	134	2	reinforces	reinforce	VERB
american_scientific_journal-11675	134	3	that	that	SCONJ
american_scientific_journal-11675	134	4	technical	technical	ADJ
american_scientific_journal-11675	134	5	metrics	metric	NOUN
american_scientific_journal-11675	134	6	and	and	CCONJ
american_scientific_journal-11675	134	7	real	real	ADJ
american_scientific_journal-11675	134	8	user	user	NOUN
american_scientific_journal-11675	134	9	experience	experience	NOUN
american_scientific_journal-11675	134	10	are	be	AUX
american_scientific_journal-11675	134	11	closely	closely	ADV
american_scientific_journal-11675	134	12	linked	link	VERB
american_scientific_journal-11675	134	13	when	when	SCONJ
american_scientific_journal-11675	134	14	optimizations	optimization	NOUN
american_scientific_journal-11675	134	15	are	be	AUX
american_scientific_journal-11675	134	16	done	do	VERB
american_scientific_journal-11675	134	17	right	right	ADV
american_scientific_journal-11675	134	18	.	.	PUNCT
american_scientific_journal-11675	135	1	the	the	DET
american_scientific_journal-11675	135	2	case	case	NOUN
american_scientific_journal-11675	135	3	study	study	NOUN
american_scientific_journal-11675	135	4	concludes	conclude	VERB
american_scientific_journal-11675	135	5	that	that	SCONJ
american_scientific_journal-11675	135	6	continuous	continuous	ADJ
american_scientific_journal-11675	135	7	focus	focus	NOUN
american_scientific_journal-11675	135	8	and	and	CCONJ
american_scientific_journal-11675	135	9	an	an	DET
american_scientific_journal-11675	135	10	iterative	iterative	NOUN
american_scientific_journal-11675	135	11	approach	approach	NOUN
american_scientific_journal-11675	135	12	to	to	ADP
american_scientific_journal-11675	135	13	performance	performance	NOUN
american_scientific_journal-11675	135	14	optimization	optimization	NOUN
american_scientific_journal-11675	135	15	yields	yield	VERB
american_scientific_journal-11675	135	16	the	the	DET
american_scientific_journal-11675	135	17	best	good	ADJ
american_scientific_journal-11675	135	18	results	result	NOUN
american_scientific_journal-11675	135	19	,	,	PUNCT
american_scientific_journal-11675	135	20	and	and	CCONJ
american_scientific_journal-11675	135	21	that	that	SCONJ
american_scientific_journal-11675	135	22	each	each	DET
american_scientific_journal-11675	135	23	optimization	optimization	NOUN
american_scientific_journal-11675	135	24	can	can	AUX
american_scientific_journal-11675	135	25	have	have	VERB
american_scientific_journal-11675	135	26	different	different	ADJ
american_scientific_journal-11675	135	27	effort	effort	NOUN
american_scientific_journal-11675	135	28	and	and	CCONJ
american_scientific_journal-11675	135	29	impact	impact	NOUN
american_scientific_journal-11675	135	30	.	.	PUNCT
american_scientific_journal-11675	136	1	for	for	ADP
american_scientific_journal-11675	136	2	instance	instance	NOUN
american_scientific_journal-11675	136	3	,	,	PUNCT
american_scientific_journal-11675	136	4	some	some	DET
american_scientific_journal-11675	136	5	tweaks	tweak	NOUN
american_scientific_journal-11675	136	6	might	might	AUX
american_scientific_journal-11675	136	7	be	be	AUX
american_scientific_journal-11675	136	8	low	low	ADV
american_scientific_journal-11675	136	9	-	-	PUNCT
american_scientific_journal-11675	136	10	hanging	hang	VERB
american_scientific_journal-11675	136	11	fruit	fruit	NOUN
american_scientific_journal-11675	136	12	(	(	PUNCT
american_scientific_journal-11675	136	13	like	like	ADP
american_scientific_journal-11675	136	14	enabling	enable	VERB
american_scientific_journal-11675	136	15	gzip	gzip	NOUN
american_scientific_journal-11675	136	16	compression	compression	NOUN
american_scientific_journal-11675	136	17	on	on	ADP
american_scientific_journal-11675	136	18	responses	response	NOUN
american_scientific_journal-11675	136	19	)	)	PUNCT
american_scientific_journal-11675	136	20	while	while	SCONJ
american_scientific_journal-11675	136	21	others	other	NOUN
american_scientific_journal-11675	136	22	require	require	VERB
american_scientific_journal-11675	136	23	architectural	architectural	ADJ
american_scientific_journal-11675	136	24	changes	change	NOUN
american_scientific_journal-11675	136	25	(	(	PUNCT
american_scientific_journal-11675	136	26	like	like	ADP
american_scientific_journal-11675	136	27	implementing	implement	VERB
american_scientific_journal-11675	136	28	ssr	ssr	NOUN
american_scientific_journal-11675	136	29	or	or	CCONJ
american_scientific_journal-11675	136	30	migrating	migrating	NOUN
american_scientific_journal-11675	136	31	to	to	ADP
american_scientific_journal-11675	136	32	a	a	DET
american_scientific_journal-11675	136	33	cdn	cdn	NOUN
american_scientific_journal-11675	136	34	)	)	PUNCT
american_scientific_journal-11675	136	35	.	.	PUNCT
american_scientific_journal-11675	137	1	engineers	engineer	NOUN
american_scientific_journal-11675	137	2	must	must	AUX
american_scientific_journal-11675	137	3	weigh	weigh	VERB
american_scientific_journal-11675	137	4	the	the	DET
american_scientific_journal-11675	137	5	effort	effort	NOUN
american_scientific_journal-11675	137	6	vs	vs	ADP
american_scientific_journal-11675	137	7	benefit	benefit	NOUN
american_scientific_journal-11675	137	8	,	,	PUNCT
american_scientific_journal-11675	137	9	but	but	CCONJ
american_scientific_journal-11675	137	10	overall	overall	ADV
american_scientific_journal-11675	137	11	,	,	PUNCT
american_scientific_journal-11675	137	12	a	a	DET
american_scientific_journal-11675	137	13	combination	combination	NOUN
american_scientific_journal-11675	137	14	of	of	ADP
american_scientific_journal-11675	137	15	techniques	technique	NOUN
american_scientific_journal-11675	137	16	will	will	AUX
american_scientific_journal-11675	137	17	compound	compound	VERB
american_scientific_journal-11675	137	18	the	the	DET
american_scientific_journal-11675	137	19	improvements	improvement	NOUN
american_scientific_journal-11675	137	20	(	(	PUNCT
american_scientific_journal-11675	137	21	see	see	VERB
american_scientific_journal-11675	137	22	table	table	NOUN
american_scientific_journal-11675	137	23	3	3	NUM
american_scientific_journal-11675	137	24	)	)	PUNCT
american_scientific_journal-11675	137	25	.	.	PUNCT
american_scientific_journal-11675	138	1	table	table	NOUN
american_scientific_journal-11675	138	2	3	3	NUM
american_scientific_journal-11675	138	3	:	:	PUNCT
american_scientific_journal-11675	138	4	case	case	NOUN
american_scientific_journal-11675	138	5	study	study	NOUN
american_scientific_journal-11675	138	6	of	of	ADP
american_scientific_journal-11675	138	7	combined	combined	ADJ
american_scientific_journal-11675	138	8	front	front	ADJ
american_scientific_journal-11675	138	9	-	-	PUNCT
american_scientific_journal-11675	138	10	end	end	NOUN
american_scientific_journal-11675	138	11	and	and	CCONJ
american_scientific_journal-11675	138	12	back	back	ADJ
american_scientific_journal-11675	138	13	-	-	PUNCT
american_scientific_journal-11675	138	14	end	end	NOUN
american_scientific_journal-11675	138	15	optimizations	optimization	NOUN
american_scientific_journal-11675	138	16	optimization	optimization	NOUN
american_scientific_journal-11675	138	17	category	category	NOUN
american_scientific_journal-11675	138	18	techniques	technique	NOUN
american_scientific_journal-11675	138	19	implemented	implement	VERB
american_scientific_journal-11675	138	20	performance	performance	NOUN
american_scientific_journal-11675	138	21	improvements	improvement	NOUN
american_scientific_journal-11675	138	22	user	user	NOUN
american_scientific_journal-11675	138	23	experience	experience	PROPN
american_scientific_journal-11675	138	24	impact	impact	NOUN
american_scientific_journal-11675	138	25	front	front	ADJ
american_scientific_journal-11675	138	26	-	-	PUNCT
american_scientific_journal-11675	138	27	end	end	NOUN
american_scientific_journal-11675	138	28	code	code	NOUN
american_scientific_journal-11675	138	29	splitting	splitting	NOUN
american_scientific_journal-11675	138	30	,	,	PUNCT
american_scientific_journal-11675	138	31	lazy	lazy	ADJ
american_scientific_journal-11675	138	32	loading	loading	NOUN
american_scientific_journal-11675	138	33	,	,	PUNCT
american_scientific_journal-11675	138	34	third	third	ADJ
american_scientific_journal-11675	138	35	-	-	PUNCT
american_scientific_journal-11675	138	36	party	party	NOUN
american_scientific_journal-11675	138	37	script	script	NOUN
american_scientific_journal-11675	138	38	optimization	optimization	PROPN
american_scientific_journal-11675	138	39	fcp	fcp	PROPN
american_scientific_journal-11675	138	40	reduced	reduce	VERB
american_scientific_journal-11675	138	41	by	by	ADP
american_scientific_journal-11675	138	42	~98	~98	ADP
american_scientific_journal-11675	138	43	%	%	NOUN
american_scientific_journal-11675	138	44	(	(	PUNCT
american_scientific_journal-11675	138	45	desktop	desktop	NOUN
american_scientific_journal-11675	138	46	)	)	PUNCT
american_scientific_journal-11675	138	47	and	and	CCONJ
american_scientific_journal-11675	138	48	~97	~97	NUM
american_scientific_journal-11675	138	49	%	%	NOUN
american_scientific_journal-11675	138	50	(	(	PUNCT
american_scientific_journal-11675	138	51	mobile	mobile	NOUN
american_scientific_journal-11675	138	52	)	)	PUNCT
american_scientific_journal-11675	138	53	,	,	PUNCT
american_scientific_journal-11675	138	54	speed	speed	NOUN
american_scientific_journal-11675	138	55	index	index	NOUN
american_scientific_journal-11675	138	56	improved	improve	VERB
american_scientific_journal-11675	138	57	by	by	ADP
american_scientific_journal-11675	138	58	~48	~48	NOUN
american_scientific_journal-11675	138	59	%	%	NOUN
american_scientific_journal-11675	138	60	(	(	PUNCT
american_scientific_journal-11675	138	61	desktop	desktop	NOUN
american_scientific_journal-11675	138	62	)	)	PUNCT
american_scientific_journal-11675	138	63	,	,	PUNCT
american_scientific_journal-11675	138	64	~20	~20	ADP
american_scientific_journal-11675	138	65	%	%	NOUN
american_scientific_journal-11675	138	66	(	(	PUNCT
american_scientific_journal-11675	138	67	mobile	mobile	NOUN
american_scientific_journal-11675	138	68	)	)	PUNCT
american_scientific_journal-11675	138	69	faster	fast	ADJ
american_scientific_journal-11675	138	70	visual	visual	ADJ
american_scientific_journal-11675	138	71	rendering	rendering	NOUN
american_scientific_journal-11675	138	72	,	,	PUNCT
american_scientific_journal-11675	138	73	reduced	reduce	VERB
american_scientific_journal-11675	138	74	wait	wait	VERB
american_scientific_journal-11675	138	75	times	time	NOUN
american_scientific_journal-11675	138	76	back	back	ADJ
american_scientific_journal-11675	138	77	-	-	PUNCT
american_scientific_journal-11675	138	78	end	end	NOUN
american_scientific_journal-11675	138	79	cdn	cdn	NOUN
american_scientific_journal-11675	138	80	caching	caching	NOUN
american_scientific_journal-11675	138	81	,	,	PUNCT
american_scientific_journal-11675	138	82	database	database	NOUN
american_scientific_journal-11675	138	83	query	query	NOUN
american_scientific_journal-11675	138	84	optimization	optimization	NOUN
american_scientific_journal-11675	138	85	substantial	substantial	ADJ
american_scientific_journal-11675	138	86	latency	latency	NOUN
american_scientific_journal-11675	138	87	and	and	CCONJ
american_scientific_journal-11675	138	88	response	response	NOUN
american_scientific_journal-11675	138	89	time	time	NOUN
american_scientific_journal-11675	138	90	reduction	reduction	NOUN
american_scientific_journal-11675	138	91	improved	improve	VERB
american_scientific_journal-11675	138	92	server	server	NOUN
american_scientific_journal-11675	138	93	responsiveness	responsiveness	NOUN
american_scientific_journal-11675	138	94	,	,	PUNCT
american_scientific_journal-11675	138	95	reduced	reduce	VERB
american_scientific_journal-11675	138	96	load	load	NOUN
american_scientific_journal-11675	138	97	metrics	metric	NOUN
american_scientific_journal-11675	138	98	and	and	CCONJ
american_scientific_journal-11675	138	99	monitoring	monitor	VERB
american_scientific_journal-11675	138	100	custom	custom	NOUN
american_scientific_journal-11675	138	101	user	user	NOUN
american_scientific_journal-11675	138	102	-	-	PUNCT
american_scientific_journal-11675	138	103	centric	centric	ADJ
american_scientific_journal-11675	138	104	metrics	metric	NOUN
american_scientific_journal-11675	138	105	(	(	PUNCT
american_scientific_journal-11675	138	106	e.g.	e.g.	ADV
american_scientific_journal-11675	138	107	,	,	PUNCT
american_scientific_journal-11675	138	108	lowest	low	ADJ
american_scientific_journal-11675	138	109	time	time	NOUN
american_scientific_journal-11675	138	110	to	to	PART
american_scientific_journal-11675	138	111	widget	widget	VERB
american_scientific_journal-11675	138	112	)	)	PUNCT
american_scientific_journal-11675	138	113	,	,	PUNCT
american_scientific_journal-11675	138	114	automated	automate	VERB
american_scientific_journal-11675	138	115	testing	testing	NOUN
american_scientific_journal-11675	138	116	close	close	ADJ
american_scientific_journal-11675	138	117	alignment	alignment	NOUN
american_scientific_journal-11675	138	118	between	between	ADP
american_scientific_journal-11675	138	119	performance	performance	NOUN
american_scientific_journal-11675	138	120	metrics	metric	NOUN
american_scientific_journal-11675	138	121	and	and	CCONJ
american_scientific_journal-11675	138	122	user	user	NOUN
american_scientific_journal-11675	138	123	perception	perception	NOUN
american_scientific_journal-11675	138	124	improved	improve	VERB
american_scientific_journal-11675	138	125	perceived	perceive	VERB
american_scientific_journal-11675	138	126	responsiveness	responsiveness	NOUN
american_scientific_journal-11675	138	127	,	,	PUNCT
american_scientific_journal-11675	138	128	higher	high	ADJ
american_scientific_journal-11675	138	129	engagement	engagement	NOUN
american_scientific_journal-11675	138	130	rates	rate	NOUN
american_scientific_journal-11675	138	131	american	american	ADJ
american_scientific_journal-11675	138	132	academic	academic	ADJ
american_scientific_journal-11675	138	133	scientific	scientific	ADJ
american_scientific_journal-11675	138	134	research	research	NOUN
american_scientific_journal-11675	138	135	journal	journal	NOUN
american_scientific_journal-11675	138	136	for	for	ADP
american_scientific_journal-11675	138	137	engineering	engineering	NOUN
american_scientific_journal-11675	138	138	,	,	PUNCT
american_scientific_journal-11675	138	139	technology	technology	NOUN
american_scientific_journal-11675	138	140	,	,	PUNCT
american_scientific_journal-11675	138	141	and	and	CCONJ
american_scientific_journal-11675	138	142	sciences	science	NOUN
american_scientific_journal-11675	138	143	(	(	PUNCT
american_scientific_journal-11675	138	144	asrjets	asrjet	NOUN
american_scientific_journal-11675	138	145	)	)	PUNCT
american_scientific_journal-11675	138	146	volume	volume	NOUN
american_scientific_journal-11675	138	147	102	102	NUM
american_scientific_journal-11675	138	148	,	,	PUNCT
american_scientific_journal-11675	138	149	no	no	DET
american_scientific_journal-11675	138	150	1	1	NUM
american_scientific_journal-11675	138	151	,	,	PUNCT
american_scientific_journal-11675	138	152	pp	pp	ADV
american_scientific_journal-11675	138	153	54	54	NUM
american_scientific_journal-11675	138	154	-	-	SYM
american_scientific_journal-11675	138	155	63	63	NUM
american_scientific_journal-11675	138	156	62	62	NUM
american_scientific_journal-11675	138	157	importantly	importantly	ADV
american_scientific_journal-11675	138	158	,	,	PUNCT
american_scientific_journal-11675	138	159	while	while	SCONJ
american_scientific_journal-11675	138	160	applying	apply	VERB
american_scientific_journal-11675	138	161	multiple	multiple	ADJ
american_scientific_journal-11675	138	162	optimizations	optimization	NOUN
american_scientific_journal-11675	138	163	,	,	PUNCT
american_scientific_journal-11675	138	164	it	it	PRON
american_scientific_journal-11675	138	165	is	be	AUX
american_scientific_journal-11675	138	166	essential	essential	ADJ
american_scientific_journal-11675	138	167	to	to	PART
american_scientific_journal-11675	138	168	measure	measure	VERB
american_scientific_journal-11675	138	169	and	and	CCONJ
american_scientific_journal-11675	138	170	monitor	monitor	VERB
american_scientific_journal-11675	138	171	their	their	PRON
american_scientific_journal-11675	138	172	effects	effect	NOUN
american_scientific_journal-11675	138	173	.	.	PUNCT
american_scientific_journal-11675	139	1	performance	performance	NOUN
american_scientific_journal-11675	139	2	budgets	budget	NOUN
american_scientific_journal-11675	139	3	and	and	CCONJ
american_scientific_journal-11675	139	4	automated	automate	VERB
american_scientific_journal-11675	139	5	testing	testing	NOUN
american_scientific_journal-11675	139	6	(	(	PUNCT
american_scientific_journal-11675	139	7	using	use	VERB
american_scientific_journal-11675	139	8	tools	tool	NOUN
american_scientific_journal-11675	139	9	like	like	ADP
american_scientific_journal-11675	139	10	lighthouse	lighthouse	NOUN
american_scientific_journal-11675	139	11	,	,	PUNCT
american_scientific_journal-11675	139	12	webpagetest	webpaget	ADJ
american_scientific_journal-11675	139	13	,	,	PUNCT
american_scientific_journal-11675	139	14	or	or	CCONJ
american_scientific_journal-11675	139	15	application	application	NOUN
american_scientific_journal-11675	139	16	performance	performance	NOUN
american_scientific_journal-11675	139	17	monitoring	monitoring	NOUN
american_scientific_journal-11675	139	18	on	on	ADP
american_scientific_journal-11675	139	19	the	the	DET
american_scientific_journal-11675	139	20	back	back	ADJ
american_scientific_journal-11675	139	21	-	-	PUNCT
american_scientific_journal-11675	139	22	end	end	NOUN
american_scientific_journal-11675	139	23	)	)	PUNCT
american_scientific_journal-11675	139	24	help	help	VERB
american_scientific_journal-11675	139	25	catch	catch	VERB
american_scientific_journal-11675	139	26	regressions	regression	NOUN
american_scientific_journal-11675	139	27	and	and	CCONJ
american_scientific_journal-11675	139	28	guide	guide	VERB
american_scientific_journal-11675	139	29	where	where	SCONJ
american_scientific_journal-11675	139	30	to	to	PART
american_scientific_journal-11675	139	31	focus	focus	VERB
american_scientific_journal-11675	139	32	.	.	PUNCT
american_scientific_journal-11675	140	1	many	many	ADJ
american_scientific_journal-11675	140	2	teams	team	NOUN
american_scientific_journal-11675	140	3	now	now	ADV
american_scientific_journal-11675	140	4	treat	treat	VERB
american_scientific_journal-11675	140	5	performance	performance	NOUN
american_scientific_journal-11675	140	6	as	as	ADP
american_scientific_journal-11675	140	7	an	an	DET
american_scientific_journal-11675	140	8	ongoing	ongoing	ADJ
american_scientific_journal-11675	140	9	part	part	NOUN
american_scientific_journal-11675	140	10	of	of	ADP
american_scientific_journal-11675	140	11	the	the	DET
american_scientific_journal-11675	140	12	development	development	NOUN
american_scientific_journal-11675	140	13	process	process	NOUN
american_scientific_journal-11675	140	14	(	(	PUNCT
american_scientific_journal-11675	140	15	sometimes	sometimes	ADV
american_scientific_journal-11675	140	16	called	call	VERB
american_scientific_journal-11675	140	17	performance	performance	NOUN
american_scientific_journal-11675	140	18	-	-	PUNCT
american_scientific_journal-11675	140	19	driven	drive	VERB
american_scientific_journal-11675	140	20	development	development	NOUN
american_scientific_journal-11675	140	21	)	)	PUNCT
american_scientific_journal-11675	140	22	,	,	PUNCT
american_scientific_journal-11675	140	23	rather	rather	ADV
american_scientific_journal-11675	140	24	than	than	ADP
american_scientific_journal-11675	140	25	a	a	DET
american_scientific_journal-11675	140	26	one	one	NUM
american_scientific_journal-11675	140	27	-	-	PUNCT
american_scientific_journal-11675	140	28	time	time	NOUN
american_scientific_journal-11675	140	29	tuning	tuning	NOUN
american_scientific_journal-11675	140	30	exercise	exercise	NOUN
american_scientific_journal-11675	140	31	.	.	PUNCT
american_scientific_journal-11675	141	1	the	the	DET
american_scientific_journal-11675	141	2	benefits	benefit	NOUN
american_scientific_journal-11675	141	3	are	be	AUX
american_scientific_journal-11675	141	4	clear	clear	ADJ
american_scientific_journal-11675	141	5	:	:	PUNCT
american_scientific_journal-11675	141	6	faster	fast	ADJ
american_scientific_journal-11675	141	7	web	web	NOUN
american_scientific_journal-11675	141	8	applications	application	NOUN
american_scientific_journal-11675	141	9	lead	lead	VERB
american_scientific_journal-11675	141	10	to	to	ADP
american_scientific_journal-11675	141	11	better	well	ADJ
american_scientific_journal-11675	141	12	user	user	NOUN
american_scientific_journal-11675	141	13	retention	retention	NOUN
american_scientific_journal-11675	141	14	and	and	CCONJ
american_scientific_journal-11675	141	15	can	can	AUX
american_scientific_journal-11675	141	16	handle	handle	VERB
american_scientific_journal-11675	141	17	more	more	ADJ
american_scientific_journal-11675	141	18	traffic	traffic	NOUN
american_scientific_journal-11675	141	19	on	on	ADP
american_scientific_journal-11675	141	20	the	the	DET
american_scientific_journal-11675	141	21	same	same	ADJ
american_scientific_journal-11675	141	22	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	141	23	.	.	PUNCT
american_scientific_journal-11675	142	1	as	as	SCONJ
american_scientific_journal-11675	142	2	one	one	NUM
american_scientific_journal-11675	142	3	source	source	NOUN
american_scientific_journal-11675	142	4	succinctly	succinctly	ADV
american_scientific_journal-11675	142	5	put	put	VERB
american_scientific_journal-11675	142	6	it	it	PRON
american_scientific_journal-11675	142	7	,	,	PUNCT
american_scientific_journal-11675	142	8	speeding	speed	VERB
american_scientific_journal-11675	142	9	up	up	ADP
american_scientific_journal-11675	142	10	a	a	DET
american_scientific_journal-11675	142	11	website	website	NOUN
american_scientific_journal-11675	142	12	by	by	ADP
american_scientific_journal-11675	142	13	even	even	ADV
american_scientific_journal-11675	142	14	100	100	NUM
american_scientific_journal-11675	142	15	ms	ms	NOUN
american_scientific_journal-11675	142	16	can	can	AUX
american_scientific_journal-11675	142	17	meaningfully	meaningfully	ADV
american_scientific_journal-11675	142	18	increase	increase	VERB
american_scientific_journal-11675	142	19	user	user	NOUN
american_scientific_journal-11675	142	20	engagement	engagement	NOUN
american_scientific_journal-11675	142	21	and	and	CCONJ
american_scientific_journal-11675	142	22	revenue	revenue	NOUN
american_scientific_journal-11675	142	23	,	,	PUNCT
american_scientific_journal-11675	142	24	which	which	PRON
american_scientific_journal-11675	142	25	at	at	ADP
american_scientific_journal-11675	142	26	scale	scale	NOUN
american_scientific_journal-11675	142	27	translates	translate	VERB
american_scientific_journal-11675	142	28	to	to	ADP
american_scientific_journal-11675	142	29	substantial	substantial	ADJ
american_scientific_journal-11675	142	30	business	business	NOUN
american_scientific_journal-11675	142	31	gains	gain	NOUN
american_scientific_journal-11675	142	32	.	.	PUNCT
american_scientific_journal-11675	143	1	4	4	X
american_scientific_journal-11675	143	2	.	.	X
american_scientific_journal-11675	143	3	conclusion	conclusion	NOUN
american_scientific_journal-11675	143	4	web	web	NOUN
american_scientific_journal-11675	143	5	application	application	NOUN
american_scientific_journal-11675	143	6	performance	performance	NOUN
american_scientific_journal-11675	143	7	optimization	optimization	NOUN
american_scientific_journal-11675	143	8	is	be	AUX
american_scientific_journal-11675	143	9	a	a	DET
american_scientific_journal-11675	143	10	multi	multi	ADJ
american_scientific_journal-11675	143	11	-	-	ADJ
american_scientific_journal-11675	143	12	faceted	faceted	ADJ
american_scientific_journal-11675	143	13	discipline	discipline	NOUN
american_scientific_journal-11675	143	14	that	that	PRON
american_scientific_journal-11675	143	15	spans	span	VERB
american_scientific_journal-11675	143	16	the	the	DET
american_scientific_journal-11675	143	17	front	front	ADJ
american_scientific_journal-11675	143	18	-	-	PUNCT
american_scientific_journal-11675	143	19	end	end	NOUN
american_scientific_journal-11675	143	20	user	user	NOUN
american_scientific_journal-11675	143	21	experience	experience	NOUN
american_scientific_journal-11675	143	22	to	to	PART
american_scientific_journal-11675	143	23	back	back	ADJ
american_scientific_journal-11675	143	24	-	-	PUNCT
american_scientific_journal-11675	143	25	end	end	NOUN
american_scientific_journal-11675	143	26	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	143	27	.	.	PUNCT
american_scientific_journal-11675	144	1	in	in	ADP
american_scientific_journal-11675	144	2	this	this	DET
american_scientific_journal-11675	144	3	article	article	NOUN
american_scientific_journal-11675	144	4	,	,	PUNCT
american_scientific_journal-11675	144	5	we	we	PRON
american_scientific_journal-11675	144	6	reviewed	review	VERB
american_scientific_journal-11675	144	7	state	state	NOUN
american_scientific_journal-11675	144	8	-	-	PUNCT
american_scientific_journal-11675	144	9	of	of	ADP
american_scientific_journal-11675	144	10	-	-	PUNCT
american_scientific_journal-11675	144	11	the	the	DET
american_scientific_journal-11675	144	12	-	-	PUNCT
american_scientific_journal-11675	144	13	art	art	NOUN
american_scientific_journal-11675	144	14	techniques	technique	NOUN
american_scientific_journal-11675	144	15	and	and	CCONJ
american_scientific_journal-11675	144	16	technologies	technology	NOUN
american_scientific_journal-11675	144	17	that	that	PRON
american_scientific_journal-11675	144	18	have	have	AUX
american_scientific_journal-11675	144	19	proven	prove	VERB
american_scientific_journal-11675	144	20	effective	effective	ADJ
american_scientific_journal-11675	144	21	in	in	ADP
american_scientific_journal-11675	144	22	the	the	DET
american_scientific_journal-11675	144	23	last	last	ADJ
american_scientific_journal-11675	144	24	few	few	ADJ
american_scientific_journal-11675	144	25	years	year	NOUN
american_scientific_journal-11675	144	26	.	.	PUNCT
american_scientific_journal-11675	145	1	on	on	ADP
american_scientific_journal-11675	145	2	the	the	DET
american_scientific_journal-11675	145	3	front	front	ADJ
american_scientific_journal-11675	145	4	-	-	PUNCT
american_scientific_journal-11675	145	5	end	end	NOUN
american_scientific_journal-11675	145	6	,	,	PUNCT
american_scientific_journal-11675	145	7	strategies	strategy	NOUN
american_scientific_journal-11675	145	8	like	like	ADP
american_scientific_journal-11675	145	9	code	code	NOUN
american_scientific_journal-11675	145	10	splitting	splitting	NOUN
american_scientific_journal-11675	145	11	,	,	PUNCT
american_scientific_journal-11675	145	12	lazy	lazy	ADJ
american_scientific_journal-11675	145	13	loading	loading	NOUN
american_scientific_journal-11675	145	14	of	of	ADP
american_scientific_journal-11675	145	15	resources	resource	NOUN
american_scientific_journal-11675	145	16	,	,	PUNCT
american_scientific_journal-11675	145	17	and	and	CCONJ
american_scientific_journal-11675	145	18	server	server	NOUN
american_scientific_journal-11675	145	19	-	-	PUNCT
american_scientific_journal-11675	145	20	side	side	NOUN
american_scientific_journal-11675	145	21	rendering	rendering	NOUN
american_scientific_journal-11675	145	22	significantly	significantly	ADV
american_scientific_journal-11675	145	23	reduce	reduce	VERB
american_scientific_journal-11675	145	24	initial	initial	ADJ
american_scientific_journal-11675	145	25	load	load	NOUN
american_scientific_journal-11675	145	26	times	time	NOUN
american_scientific_journal-11675	145	27	and	and	CCONJ
american_scientific_journal-11675	145	28	improve	improve	VERB
american_scientific_journal-11675	145	29	interactivity	interactivity	NOUN
american_scientific_journal-11675	145	30	,	,	PUNCT
american_scientific_journal-11675	145	31	thereby	thereby	ADV
american_scientific_journal-11675	145	32	enhancing	enhance	VERB
american_scientific_journal-11675	145	33	metrics	metric	NOUN
american_scientific_journal-11675	145	34	like	like	ADP
american_scientific_journal-11675	145	35	fcp	fcp	PROPN
american_scientific_journal-11675	145	36	,	,	PUNCT
american_scientific_journal-11675	145	37	lcp	lcp	PROPN
american_scientific_journal-11675	145	38	,	,	PUNCT
american_scientific_journal-11675	145	39	and	and	CCONJ
american_scientific_journal-11675	145	40	user	user	NOUN
american_scientific_journal-11675	145	41	-	-	PUNCT
american_scientific_journal-11675	145	42	visible	visible	ADJ
american_scientific_journal-11675	145	43	speed	speed	NOUN
american_scientific_journal-11675	145	44	.	.	PUNCT
american_scientific_journal-11675	146	1	on	on	ADP
american_scientific_journal-11675	146	2	the	the	DET
american_scientific_journal-11675	146	3	back	back	ADJ
american_scientific_journal-11675	146	4	-	-	PUNCT
american_scientific_journal-11675	146	5	end	end	NOUN
american_scientific_journal-11675	146	6	,	,	PUNCT
american_scientific_journal-11675	146	7	methods	method	NOUN
american_scientific_journal-11675	146	8	such	such	ADJ
american_scientific_journal-11675	146	9	as	as	ADP
american_scientific_journal-11675	146	10	caching	cache	VERB
american_scientific_journal-11675	146	11	(	(	PUNCT
american_scientific_journal-11675	146	12	at	at	ADP
american_scientific_journal-11675	146	13	various	various	ADJ
american_scientific_journal-11675	146	14	levels	level	NOUN
american_scientific_journal-11675	146	15	)	)	PUNCT
american_scientific_journal-11675	146	16	,	,	PUNCT
american_scientific_journal-11675	146	17	using	use	VERB
american_scientific_journal-11675	146	18	cdns	cdns	NOUN
american_scientific_journal-11675	146	19	,	,	PUNCT
american_scientific_journal-11675	146	20	optimizing	optimize	VERB
american_scientific_journal-11675	146	21	database	database	NOUN
american_scientific_journal-11675	146	22	access	access	NOUN
american_scientific_journal-11675	146	23	through	through	ADP
american_scientific_journal-11675	146	24	indexing	indexing	NOUN
american_scientific_journal-11675	146	25	and	and	CCONJ
american_scientific_journal-11675	146	26	query	query	NOUN
american_scientific_journal-11675	146	27	tuning	tuning	NOUN
american_scientific_journal-11675	146	28	,	,	PUNCT
american_scientific_journal-11675	146	29	and	and	CCONJ
american_scientific_journal-11675	146	30	deploying	deploy	VERB
american_scientific_journal-11675	146	31	services	service	NOUN
american_scientific_journal-11675	146	32	at	at	ADP
american_scientific_journal-11675	146	33	the	the	DET
american_scientific_journal-11675	146	34	network	network	NOUN
american_scientific_journal-11675	146	35	edge	edge	NOUN
american_scientific_journal-11675	146	36	greatly	greatly	ADV
american_scientific_journal-11675	146	37	decrease	decrease	VERB
american_scientific_journal-11675	146	38	server	server	NOUN
american_scientific_journal-11675	146	39	response	response	NOUN
american_scientific_journal-11675	146	40	times	time	NOUN
american_scientific_journal-11675	146	41	and	and	CCONJ
american_scientific_journal-11675	146	42	network	network	NOUN
american_scientific_journal-11675	146	43	latency	latency	NOUN
american_scientific_journal-11675	146	44	.	.	PUNCT
american_scientific_journal-11675	147	1	real	real	ADJ
american_scientific_journal-11675	147	2	-	-	PUNCT
american_scientific_journal-11675	147	3	world	world	NOUN
american_scientific_journal-11675	147	4	cases	case	NOUN
american_scientific_journal-11675	147	5	and	and	CCONJ
american_scientific_journal-11675	147	6	data	datum	NOUN
american_scientific_journal-11675	147	7	were	be	AUX
american_scientific_journal-11675	147	8	presented	present	VERB
american_scientific_journal-11675	147	9	to	to	PART
american_scientific_journal-11675	147	10	illustrate	illustrate	VERB
american_scientific_journal-11675	147	11	the	the	DET
american_scientific_journal-11675	147	12	impact	impact	NOUN
american_scientific_journal-11675	147	13	–	–	PUNCT
american_scientific_journal-11675	147	14	for	for	ADP
american_scientific_journal-11675	147	15	example	example	NOUN
american_scientific_journal-11675	147	16	,	,	PUNCT
american_scientific_journal-11675	147	17	caching	cache	VERB
american_scientific_journal-11675	147	18	and	and	CCONJ
american_scientific_journal-11675	147	19	cdn	cdn	NOUN
american_scientific_journal-11675	147	20	usage	usage	NOUN
american_scientific_journal-11675	147	21	can	can	AUX
american_scientific_journal-11675	147	22	cut	cut	VERB
american_scientific_journal-11675	147	23	response	response	NOUN
american_scientific_journal-11675	147	24	times	time	NOUN
american_scientific_journal-11675	147	25	by	by	ADP
american_scientific_journal-11675	147	26	factors	factor	NOUN
american_scientific_journal-11675	147	27	and	and	CCONJ
american_scientific_journal-11675	147	28	yield	yield	VERB
american_scientific_journal-11675	147	29	several	several	ADJ
american_scientific_journal-11675	147	30	-	-	PUNCT
american_scientific_journal-11675	147	31	fold	fold	ADJ
american_scientific_journal-11675	147	32	throughput	throughput	NOUN
american_scientific_journal-11675	147	33	improvements	improvement	NOUN
american_scientific_journal-11675	147	34	,	,	PUNCT
american_scientific_journal-11675	147	35	while	while	SCONJ
american_scientific_journal-11675	147	36	comprehensive	comprehensive	ADJ
american_scientific_journal-11675	147	37	optimization	optimization	NOUN
american_scientific_journal-11675	147	38	efforts	effort	NOUN
american_scientific_journal-11675	147	39	have	have	AUX
american_scientific_journal-11675	147	40	achieved	achieve	VERB
american_scientific_journal-11675	147	41	nearly	nearly	ADV
american_scientific_journal-11675	147	42	98	98	NUM
american_scientific_journal-11675	147	43	%	%	NOUN
american_scientific_journal-11675	147	44	reductions	reduction	NOUN
american_scientific_journal-11675	147	45	in	in	ADP
american_scientific_journal-11675	147	46	key	key	ADJ
american_scientific_journal-11675	147	47	load	load	NOUN
american_scientific_journal-11675	147	48	time	time	NOUN
american_scientific_journal-11675	147	49	metrics	metric	NOUN
american_scientific_journal-11675	147	50	in	in	ADP
american_scientific_journal-11675	147	51	practice	practice	NOUN
american_scientific_journal-11675	147	52	.	.	PUNCT
american_scientific_journal-11675	148	1	the	the	DET
american_scientific_journal-11675	148	2	overarching	overarching	ADJ
american_scientific_journal-11675	148	3	theme	theme	NOUN
american_scientific_journal-11675	148	4	is	be	AUX
american_scientific_journal-11675	148	5	that	that	SCONJ
american_scientific_journal-11675	148	6	optimizing	optimize	VERB
american_scientific_journal-11675	148	7	web	web	NOUN
american_scientific_journal-11675	148	8	performance	performance	NOUN
american_scientific_journal-11675	148	9	requires	require	VERB
american_scientific_journal-11675	148	10	attention	attention	NOUN
american_scientific_journal-11675	148	11	to	to	PART
american_scientific_journal-11675	148	12	detail	detail	NOUN
american_scientific_journal-11675	148	13	across	across	ADP
american_scientific_journal-11675	148	14	the	the	DET
american_scientific_journal-11675	148	15	entire	entire	ADJ
american_scientific_journal-11675	148	16	stack	stack	NOUN
american_scientific_journal-11675	148	17	.	.	PUNCT
american_scientific_journal-11675	149	1	small	small	ADJ
american_scientific_journal-11675	149	2	delays	delay	NOUN
american_scientific_journal-11675	149	3	add	add	VERB
american_scientific_journal-11675	149	4	up	up	ADP
american_scientific_journal-11675	149	5	,	,	PUNCT
american_scientific_journal-11675	149	6	and	and	CCONJ
american_scientific_journal-11675	149	7	removing	remove	VERB
american_scientific_journal-11675	149	8	even	even	ADV
american_scientific_journal-11675	149	9	fractions	fraction	NOUN
american_scientific_journal-11675	149	10	of	of	ADP
american_scientific_journal-11675	149	11	a	a	DET
american_scientific_journal-11675	149	12	second	second	ADJ
american_scientific_journal-11675	149	13	in	in	ADP
american_scientific_journal-11675	149	14	critical	critical	ADJ
american_scientific_journal-11675	149	15	paths	path	NOUN
american_scientific_journal-11675	149	16	can	can	AUX
american_scientific_journal-11675	149	17	cumulatively	cumulatively	ADV
american_scientific_journal-11675	149	18	lead	lead	VERB
american_scientific_journal-11675	149	19	to	to	ADP
american_scientific_journal-11675	149	20	a	a	DET
american_scientific_journal-11675	149	21	much	much	ADV
american_scientific_journal-11675	149	22	faster	fast	ADJ
american_scientific_journal-11675	149	23	and	and	CCONJ
american_scientific_journal-11675	149	24	smoother	smooth	ADJ
american_scientific_journal-11675	149	25	experience	experience	NOUN
american_scientific_journal-11675	149	26	.	.	PUNCT
american_scientific_journal-11675	150	1	modern	modern	ADJ
american_scientific_journal-11675	150	2	users	user	NOUN
american_scientific_journal-11675	150	3	have	have	VERB
american_scientific_journal-11675	150	4	very	very	ADV
american_scientific_journal-11675	150	5	high	high	ADJ
american_scientific_journal-11675	150	6	expectations	expectation	NOUN
american_scientific_journal-11675	150	7	,	,	PUNCT
american_scientific_journal-11675	150	8	and	and	CCONJ
american_scientific_journal-11675	150	9	as	as	SCONJ
american_scientific_journal-11675	150	10	studies	study	NOUN
american_scientific_journal-11675	150	11	show	show	VERB
american_scientific_journal-11675	150	12	,	,	PUNCT
american_scientific_journal-11675	150	13	they	they	PRON
american_scientific_journal-11675	150	14	are	be	AUX
american_scientific_journal-11675	150	15	quick	quick	ADJ
american_scientific_journal-11675	150	16	to	to	PART
american_scientific_journal-11675	150	17	abandon	abandon	VERB
american_scientific_journal-11675	150	18	slow	slow	ADJ
american_scientific_journal-11675	150	19	sites	site	NOUN
american_scientific_journal-11675	150	20	.	.	PUNCT
american_scientific_journal-11675	151	1	fortunately	fortunately	ADV
american_scientific_journal-11675	151	2	,	,	PUNCT
american_scientific_journal-11675	151	3	developers	developer	NOUN
american_scientific_journal-11675	151	4	have	have	VERB
american_scientific_journal-11675	151	5	an	an	DET
american_scientific_journal-11675	151	6	array	array	NOUN
american_scientific_journal-11675	151	7	of	of	ADP
american_scientific_journal-11675	151	8	tools	tool	NOUN
american_scientific_journal-11675	151	9	and	and	CCONJ
american_scientific_journal-11675	151	10	best	good	ADJ
american_scientific_journal-11675	151	11	practices	practice	NOUN
american_scientific_journal-11675	151	12	at	at	ADP
american_scientific_journal-11675	151	13	their	their	PRON
american_scientific_journal-11675	151	14	disposal	disposal	NOUN
american_scientific_journal-11675	151	15	.	.	PUNCT
american_scientific_journal-11675	152	1	the	the	DET
american_scientific_journal-11675	152	2	techniques	technique	NOUN
american_scientific_journal-11675	152	3	discussed	discuss	VERB
american_scientific_journal-11675	152	4	–	–	PUNCT
american_scientific_journal-11675	152	5	from	from	ADP
american_scientific_journal-11675	152	6	minimizing	minimize	VERB
american_scientific_journal-11675	152	7	asset	asset	NOUN
american_scientific_journal-11675	152	8	sizes	size	NOUN
american_scientific_journal-11675	152	9	and	and	CCONJ
american_scientific_journal-11675	152	10	using	use	VERB
american_scientific_journal-11675	152	11	efficient	efficient	ADJ
american_scientific_journal-11675	152	12	protocols	protocol	NOUN
american_scientific_journal-11675	152	13	on	on	ADP
american_scientific_journal-11675	152	14	the	the	DET
american_scientific_journal-11675	152	15	front	front	ADJ
american_scientific_journal-11675	152	16	-	-	PUNCT
american_scientific_journal-11675	152	17	end	end	NOUN
american_scientific_journal-11675	152	18	,	,	PUNCT
american_scientific_journal-11675	152	19	to	to	ADP
american_scientific_journal-11675	152	20	caching	cache	VERB
american_scientific_journal-11675	152	21	data	datum	NOUN
american_scientific_journal-11675	152	22	and	and	CCONJ
american_scientific_journal-11675	152	23	scaling	scale	VERB
american_scientific_journal-11675	152	24	infrastructure	infrastructure	NOUN
american_scientific_journal-11675	152	25	intelligently	intelligently	ADV
american_scientific_journal-11675	152	26	on	on	ADP
american_scientific_journal-11675	152	27	the	the	DET
american_scientific_journal-11675	152	28	back	back	NOUN
american_scientific_journal-11675	152	29	-	-	PUNCT
american_scientific_journal-11675	152	30	end	end	NOUN
american_scientific_journal-11675	152	31	–	–	PUNCT
american_scientific_journal-11675	152	32	collectively	collectively	ADV
american_scientific_journal-11675	152	33	ensure	ensure	VERB
american_scientific_journal-11675	152	34	that	that	SCONJ
american_scientific_journal-11675	152	35	a	a	DET
american_scientific_journal-11675	152	36	web	web	NOUN
american_scientific_journal-11675	152	37	application	application	NOUN
american_scientific_journal-11675	152	38	can	can	AUX
american_scientific_journal-11675	152	39	respond	respond	VERB
american_scientific_journal-11675	152	40	quickly	quickly	ADV
american_scientific_journal-11675	152	41	under	under	ADP
american_scientific_journal-11675	152	42	a	a	DET
american_scientific_journal-11675	152	43	variety	variety	NOUN
american_scientific_journal-11675	152	44	of	of	ADP
american_scientific_journal-11675	152	45	conditions	condition	NOUN
american_scientific_journal-11675	152	46	.	.	PUNCT
american_scientific_journal-11675	153	1	in	in	ADP
american_scientific_journal-11675	153	2	closing	closing	NOUN
american_scientific_journal-11675	153	3	,	,	PUNCT
american_scientific_journal-11675	153	4	achieving	achieve	VERB
american_scientific_journal-11675	153	5	excellent	excellent	ADJ
american_scientific_journal-11675	153	6	web	web	NOUN
american_scientific_journal-11675	153	7	performance	performance	NOUN
american_scientific_journal-11675	153	8	is	be	AUX
american_scientific_journal-11675	153	9	an	an	DET
american_scientific_journal-11675	153	10	iterative	iterative	NOUN
american_scientific_journal-11675	153	11	and	and	CCONJ
american_scientific_journal-11675	153	12	continuous	continuous	ADJ
american_scientific_journal-11675	153	13	process	process	NOUN
american_scientific_journal-11675	153	14	.	.	PUNCT
american_scientific_journal-11675	154	1	it	it	PRON
american_scientific_journal-11675	154	2	involves	involve	VERB
american_scientific_journal-11675	154	3	measuring	measure	VERB
american_scientific_journal-11675	154	4	real	real	ADJ
american_scientific_journal-11675	154	5	user	user	NOUN
american_scientific_journal-11675	154	6	metrics	metric	NOUN
american_scientific_journal-11675	154	7	,	,	PUNCT
american_scientific_journal-11675	154	8	identifying	identify	VERB
american_scientific_journal-11675	154	9	bottlenecks	bottleneck	NOUN
american_scientific_journal-11675	154	10	,	,	PUNCT
american_scientific_journal-11675	154	11	and	and	CCONJ
american_scientific_journal-11675	154	12	applying	apply	VERB
american_scientific_journal-11675	154	13	the	the	DET
american_scientific_journal-11675	154	14	appropriate	appropriate	ADJ
american_scientific_journal-11675	154	15	optimization	optimization	NOUN
american_scientific_journal-11675	154	16	techniques	technique	NOUN
american_scientific_journal-11675	154	17	,	,	PUNCT
american_scientific_journal-11675	154	18	often	often	ADV
american_scientific_journal-11675	154	19	in	in	ADP
american_scientific_journal-11675	154	20	combination	combination	NOUN
american_scientific_journal-11675	154	21	.	.	PUNCT
american_scientific_journal-11675	155	1	the	the	DET
american_scientific_journal-11675	155	2	last	last	ADJ
american_scientific_journal-11675	155	3	3–5	3–5	NUM
american_scientific_journal-11675	155	4	years	year	NOUN
american_scientific_journal-11675	155	5	have	have	AUX
american_scientific_journal-11675	155	6	seen	see	VERB
american_scientific_journal-11675	155	7	a	a	DET
american_scientific_journal-11675	155	8	strong	strong	ADJ
american_scientific_journal-11675	155	9	convergence	convergence	NOUN
american_scientific_journal-11675	155	10	in	in	ADP
american_scientific_journal-11675	155	11	understanding	understanding	NOUN
american_scientific_journal-11675	155	12	of	of	ADP
american_scientific_journal-11675	155	13	what	what	PRON
american_scientific_journal-11675	155	14	works	work	VERB
american_scientific_journal-11675	155	15	:	:	PUNCT
american_scientific_journal-11675	155	16	practically	practically	ADV
american_scientific_journal-11675	155	17	every	every	DET
american_scientific_journal-11675	155	18	high	high	ADV
american_scientific_journal-11675	155	19	-	-	PUNCT
american_scientific_journal-11675	155	20	performing	perform	VERB
american_scientific_journal-11675	155	21	web	web	NOUN
american_scientific_journal-11675	155	22	property	property	NOUN
american_scientific_journal-11675	155	23	applies	apply	VERB
american_scientific_journal-11675	155	24	the	the	DET
american_scientific_journal-11675	155	25	methods	method	NOUN
american_scientific_journal-11675	155	26	outlined	outline	VERB
american_scientific_journal-11675	155	27	here	here	ADV
american_scientific_journal-11675	155	28	in	in	ADP
american_scientific_journal-11675	155	29	some	some	DET
american_scientific_journal-11675	155	30	form	form	NOUN
american_scientific_journal-11675	155	31	.	.	PUNCT
american_scientific_journal-11675	156	1	by	by	ADP
american_scientific_journal-11675	156	2	learning	learn	VERB
american_scientific_journal-11675	156	3	from	from	ADP
american_scientific_journal-11675	156	4	these	these	DET
american_scientific_journal-11675	156	5	modern	modern	ADJ
american_scientific_journal-11675	156	6	practices	practice	NOUN
american_scientific_journal-11675	156	7	and	and	CCONJ
american_scientific_journal-11675	156	8	case	case	NOUN
american_scientific_journal-11675	156	9	studies	study	NOUN
american_scientific_journal-11675	156	10	,	,	PUNCT
american_scientific_journal-11675	156	11	developers	developer	NOUN
american_scientific_journal-11675	156	12	and	and	CCONJ
american_scientific_journal-11675	156	13	engineers	engineer	NOUN
american_scientific_journal-11675	156	14	can	can	AUX
american_scientific_journal-11675	156	15	systematically	systematically	ADV
american_scientific_journal-11675	156	16	improve	improve	VERB
american_scientific_journal-11675	156	17	their	their	PRON
american_scientific_journal-11675	156	18	own	own	ADJ
american_scientific_journal-11675	156	19	applications	application	NOUN
american_scientific_journal-11675	156	20	.	.	PUNCT
american_scientific_journal-11675	157	1	the	the	DET
american_scientific_journal-11675	157	2	result	result	NOUN
american_scientific_journal-11675	157	3	of	of	ADP
american_scientific_journal-11675	157	4	these	these	DET
american_scientific_journal-11675	157	5	efforts	effort	NOUN
american_scientific_journal-11675	157	6	is	be	AUX
american_scientific_journal-11675	157	7	not	not	PART
american_scientific_journal-11675	157	8	just	just	ADV
american_scientific_journal-11675	157	9	technical	technical	ADJ
american_scientific_journal-11675	157	10	excellence	excellence	PROPN
american_scientific_journal-11675	157	11	for	for	ADP
american_scientific_journal-11675	157	12	its	its	PRON
american_scientific_journal-11675	157	13	own	own	ADJ
american_scientific_journal-11675	157	14	sake	sake	NOUN
american_scientific_journal-11675	157	15	–	–	PUNCT
american_scientific_journal-11675	157	16	it	it	PRON
american_scientific_journal-11675	157	17	is	be	AUX
american_scientific_journal-11675	157	18	more	more	ADV
american_scientific_journal-11675	157	19	satisfied	satisfied	ADJ
american_scientific_journal-11675	157	20	users	user	NOUN
american_scientific_journal-11675	157	21	,	,	PUNCT
american_scientific_journal-11675	157	22	better	well	ADJ
american_scientific_journal-11675	157	23	conversion	conversion	NOUN
american_scientific_journal-11675	157	24	and	and	CCONJ
american_scientific_journal-11675	157	25	retention	retention	NOUN
american_scientific_journal-11675	157	26	rates	rate	NOUN
american_scientific_journal-11675	157	27	,	,	PUNCT
american_scientific_journal-11675	157	28	and	and	CCONJ
american_scientific_journal-11675	157	29	the	the	DET
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american_scientific_journal-11675	157	31	to	to	PART
american_scientific_journal-11675	157	32	handle	handle	VERB
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american_scientific_journal-11675	157	34	scale	scale	NOUN
american_scientific_journal-11675	157	35	and	and	CCONJ
american_scientific_journal-11675	157	36	load	load	NOUN
american_scientific_journal-11675	157	37	.	.	PUNCT
american_scientific_journal-11675	158	1	in	in	ADP
american_scientific_journal-11675	158	2	essence	essence	NOUN
american_scientific_journal-11675	158	3	,	,	PUNCT
american_scientific_journal-11675	158	4	performance	performance	NOUN
american_scientific_journal-11675	158	5	optimization	optimization	NOUN
american_scientific_journal-11675	158	6	turns	turn	VERB
american_scientific_journal-11675	158	7	web	web	NOUN
american_scientific_journal-11675	158	8	speed	speed	NOUN
american_scientific_journal-11675	158	9	into	into	ADP
american_scientific_journal-11675	158	10	a	a	DET
american_scientific_journal-11675	158	11	competitive	competitive	ADJ
american_scientific_journal-11675	158	12	advantage	advantage	NOUN
american_scientific_journal-11675	158	13	.	.	PUNCT
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american_scientific_journal-11675	159	2	forward	forward	ADV
american_scientific_journal-11675	159	3	,	,	PUNCT
american_scientific_journal-11675	159	4	as	as	SCONJ
american_scientific_journal-11675	159	5	new	new	ADJ
american_scientific_journal-11675	159	6	technologies	technology	NOUN
american_scientific_journal-11675	159	7	like	like	ADP
american_scientific_journal-11675	159	8	edge	edge	NOUN
american_scientific_journal-11675	159	9	computing	computing	NOUN
american_scientific_journal-11675	159	10	and	and	CCONJ
american_scientific_journal-11675	159	11	standardized	standardized	ADJ
american_scientific_journal-11675	159	12	observability	observability	NOUN
american_scientific_journal-11675	159	13	mature	mature	NOUN
american_scientific_journal-11675	159	14	,	,	PUNCT
american_scientific_journal-11675	159	15	the	the	DET
american_scientific_journal-11675	159	16	web	web	NOUN
american_scientific_journal-11675	159	17	performance	performance	NOUN
american_scientific_journal-11675	159	18	toolbox	toolbox	NOUN
american_scientific_journal-11675	159	19	will	will	AUX
american_scientific_journal-11675	159	20	only	only	ADV
american_scientific_journal-11675	159	21	expand	expand	VERB
american_scientific_journal-11675	159	22	,	,	PUNCT
american_scientific_journal-11675	159	23	but	but	CCONJ
american_scientific_journal-11675	159	24	the	the	DET
american_scientific_journal-11675	159	25	core	core	NOUN
american_scientific_journal-11675	159	26	principle	principle	NOUN
american_scientific_journal-11675	159	27	remains	remain	VERB
american_scientific_journal-11675	159	28	:	:	PUNCT
american_scientific_journal-11675	159	29	fast	fast	ADJ
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american_scientific_journal-11675	159	31	good	good	ADJ
american_scientific_journal-11675	159	32	for	for	ADP
american_scientific_journal-11675	159	33	users	user	NOUN
american_scientific_journal-11675	159	34	and	and	CCONJ
american_scientific_journal-11675	159	35	business	business	NOUN
american_scientific_journal-11675	159	36	.	.	PUNCT
american_scientific_journal-11675	160	1	it	it	PRON
american_scientific_journal-11675	160	2	is	be	AUX
american_scientific_journal-11675	160	3	our	our	PRON
american_scientific_journal-11675	160	4	hope	hope	NOUN
american_scientific_journal-11675	160	5	that	that	SCONJ
american_scientific_journal-11675	160	6	this	this	DET
american_scientific_journal-11675	160	7	review	review	NOUN
american_scientific_journal-11675	160	8	provides	provide	VERB
american_scientific_journal-11675	160	9	both	both	PRON
american_scientific_journal-11675	160	10	a	a	DET
american_scientific_journal-11675	160	11	conceptual	conceptual	ADJ
american_scientific_journal-11675	160	12	framework	framework	NOUN
american_scientific_journal-11675	160	13	and	and	CCONJ
american_scientific_journal-11675	160	14	practical	practical	ADJ
american_scientific_journal-11675	160	15	guidance	guidance	NOUN
american_scientific_journal-11675	160	16	for	for	ADP
american_scientific_journal-11675	160	17	optimizing	optimize	VERB
american_scientific_journal-11675	160	18	web	web	NOUN
american_scientific_journal-11675	160	19	application	application	NOUN
american_scientific_journal-11675	160	20	performance	performance	NOUN
american_scientific_journal-11675	160	21	using	use	VERB
american_scientific_journal-11675	160	22	the	the	DET
american_scientific_journal-11675	160	23	latest	late	ADJ
american_scientific_journal-11675	160	24	american	american	ADJ
american_scientific_journal-11675	160	25	academic	academic	ADJ
american_scientific_journal-11675	160	26	scientific	scientific	ADJ
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american_scientific_journal-11675	160	29	for	for	ADP
american_scientific_journal-11675	160	30	engineering	engineering	NOUN
american_scientific_journal-11675	160	31	,	,	PUNCT
american_scientific_journal-11675	160	32	technology	technology	NOUN
american_scientific_journal-11675	160	33	,	,	PUNCT
american_scientific_journal-11675	160	34	and	and	CCONJ
american_scientific_journal-11675	160	35	sciences	science	NOUN
american_scientific_journal-11675	160	36	(	(	PUNCT
american_scientific_journal-11675	160	37	asrjets	asrjet	NOUN
american_scientific_journal-11675	160	38	)	)	PUNCT
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american_scientific_journal-11675	160	40	102	102	NUM
american_scientific_journal-11675	160	41	,	,	PUNCT
american_scientific_journal-11675	160	42	no	no	DET
american_scientific_journal-11675	160	43	1	1	NUM
american_scientific_journal-11675	160	44	,	,	PUNCT
american_scientific_journal-11675	160	45	pp	pp	ADV
american_scientific_journal-11675	160	46	54	54	NUM
american_scientific_journal-11675	160	47	-	-	SYM
american_scientific_journal-11675	160	48	63	63	NUM
american_scientific_journal-11675	160	49	63	63	NUM
american_scientific_journal-11675	160	50	technologies	technology	NOUN
american_scientific_journal-11675	160	51	and	and	CCONJ
american_scientific_journal-11675	160	52	methods	method	NOUN
american_scientific_journal-11675	160	53	.	.	PUNCT
american_scientific_journal-11675	161	1	references	reference	NOUN
american_scientific_journal-11675	161	2	[	[	X
american_scientific_journal-11675	161	3	1	1	NUM
american_scientific_journal-11675	161	4	]	]	PUNCT
american_scientific_journal-11675	161	5	.	.	PUNCT
american_scientific_journal-11675	162	1	ala	ala	PROPN
american_scientific_journal-11675	162	2	-	-	PUNCT
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american_scientific_journal-11675	162	4	r.	r.	PROPN
american_scientific_journal-11675	162	5	,	,	PUNCT
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american_scientific_journal-11675	162	8	,	,	PUNCT
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american_scientific_journal-11675	162	11	,	,	PUNCT
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american_scientific_journal-11675	162	13	j.	j.	PROPN
american_scientific_journal-11675	162	14	,	,	PUNCT
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american_scientific_journal-11675	162	16	h.	h.	PROPN
american_scientific_journal-11675	162	17	,	,	PUNCT
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american_scientific_journal-11675	163	1	comparison	comparison	NOUN
american_scientific_journal-11675	163	2	of	of	ADP
american_scientific_journal-11675	163	3	rest	rest	NOUN
american_scientific_journal-11675	163	4	and	and	CCONJ
american_scientific_journal-11675	163	5	graphql	graphql	NOUN
american_scientific_journal-11675	163	6	interfaces	interface	NOUN
american_scientific_journal-11675	163	7	for	for	ADP
american_scientific_journal-11675	163	8	opc	opc	PROPN
american_scientific_journal-11675	163	9	ua	ua	PROPN
american_scientific_journal-11675	163	10	//	//	PROPN
american_scientific_journal-11675	163	11	computers	computers	PROPN
american_scientific_journal-11675	163	12	.	.	PUNCT
american_scientific_journal-11675	164	1	–	–	PUNCT
american_scientific_journal-11675	164	2	2022	2022	NUM
american_scientific_journal-11675	164	3	.	.	PUNCT
american_scientific_journal-11675	165	1	–	–	PUNCT
american_scientific_journal-11675	165	2	vol	vol	NOUN
american_scientific_journal-11675	165	3	.	.	PUNCT
american_scientific_journal-11675	166	1	11	11	NUM
american_scientific_journal-11675	166	2	,	,	PUNCT
american_scientific_journal-11675	166	3	no	no	INTJ
american_scientific_journal-11675	166	4	.	.	NOUN
american_scientific_journal-11675	166	5	5	5	NUM
american_scientific_journal-11675	166	6	.	.	X
american_scientific_journal-11675	166	7	–	–	PUNCT
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american_scientific_journal-11675	166	9	65	65	NUM
american_scientific_journal-11675	166	10	.	.	PUNCT
american_scientific_journal-11675	167	1	–	–	PUNCT
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american_scientific_journal-11675	167	3	:	:	PUNCT
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american_scientific_journal-11675	167	5	.	.	PUNCT
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american_scientific_journal-11675	168	4	.	.	PUNCT
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american_scientific_journal-11675	169	2	,	,	PUNCT
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american_scientific_journal-11675	169	4	&	&	CCONJ
american_scientific_journal-11675	169	5	limniotis	limniotis	PROPN
american_scientific_journal-11675	169	6	,	,	PUNCT
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american_scientific_journal-11675	169	8	&	&	CCONJ
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american_scientific_journal-11675	169	10	,	,	PUNCT
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american_scientific_journal-11675	170	4	.	.	PUNCT
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american_scientific_journal-11675	173	4	-	-	SYM
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american_scientific_journal-11675	187	6	:	:	PUNCT
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american_scientific_journal-11675	188	3	.	.	PUNCT
american_scientific_journal-11675	189	1	–	–	PUNCT
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american_scientific_journal-11675	189	3	.	.	PUNCT
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american_scientific_journal-11675	190	2	6	6	NUM
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american_scientific_journal-11675	190	4	.	.	PUNCT
american_scientific_journal-11675	191	1	riet	riet	PROPN
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american_scientific_journal-11675	191	3	,	,	PUNCT
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american_scientific_journal-11675	191	6	,	,	PUNCT
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american_scientific_journal-11675	191	30	.	.	PUNCT
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american_scientific_journal-11675	195	1	–	–	PUNCT
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american_scientific_journal-11675	204	1	–	–	PUNCT
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american_scientific_journal-11675	208	19	.	.	PUNCT
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american_scientific_journal-11675	211	2	-	-	SYM
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