id	sid	tid	token	lemma	pos
american_scientific_journal-12156	1	1	485	485	NUM
american_scientific_journal-12156	1	2	american	american	ADJ
american_scientific_journal-12156	1	3	academic	academic	ADJ
american_scientific_journal-12156	1	4	scientific	scientific	ADJ
american_scientific_journal-12156	1	5	research	research	NOUN
american_scientific_journal-12156	1	6	journal	journal	NOUN
american_scientific_journal-12156	1	7	for	for	ADP
american_scientific_journal-12156	1	8	engineering	engineering	NOUN
american_scientific_journal-12156	1	9	,	,	PUNCT
american_scientific_journal-12156	1	10	technology	technology	NOUN
american_scientific_journal-12156	1	11	,	,	PUNCT
american_scientific_journal-12156	1	12	and	and	CCONJ
american_scientific_journal-12156	1	13	sciences	sciences	PROPN
american_scientific_journal-12156	1	14	issn	issn	PROPN
american_scientific_journal-12156	1	15	(	(	PUNCT
american_scientific_journal-12156	1	16	print	print	NOUN
american_scientific_journal-12156	1	17	)	)	PUNCT
american_scientific_journal-12156	1	18	2313	2313	NUM
american_scientific_journal-12156	1	19	-	-	SYM
american_scientific_journal-12156	1	20	4410	4410	NUM
american_scientific_journal-12156	1	21	,	,	PUNCT
american_scientific_journal-12156	1	22	issn	issn	PROPN
american_scientific_journal-12156	1	23	(	(	PUNCT
american_scientific_journal-12156	1	24	online	online	ADJ
american_scientific_journal-12156	1	25	)	)	PUNCT
american_scientific_journal-12156	1	26	2313	2313	NUM
american_scientific_journal-12156	1	27	-	-	SYM
american_scientific_journal-12156	1	28	4402	4402	NUM
american_scientific_journal-12156	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12156	1	30	auto	auto	NOUN
american_scientific_journal-12156	1	31	-	-	PUNCT
american_scientific_journal-12156	1	32	instrumenting	instrument	VERB
american_scientific_journal-12156	1	33	go	go	NOUN
american_scientific_journal-12156	1	34	applications	application	NOUN
american_scientific_journal-12156	1	35	:	:	PUNCT
american_scientific_journal-12156	1	36	a	a	DET
american_scientific_journal-12156	1	37	study	study	NOUN
american_scientific_journal-12156	1	38	of	of	ADP
american_scientific_journal-12156	1	39	compile	compile	NOUN
american_scientific_journal-12156	1	40	-	-	PUNCT
american_scientific_journal-12156	1	41	time	time	NOUN
american_scientific_journal-12156	1	42	and	and	CCONJ
american_scientific_journal-12156	1	43	runtime	runtime	NOUN
american_scientific_journal-12156	1	44	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	1	45	using	use	VERB
american_scientific_journal-12156	1	46	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	1	47	gurumurthy	gurumurthy	ADJ
american_scientific_journal-12156	1	48	dinesh	dinesh	PROPN
american_scientific_journal-12156	1	49	*	*	PROPN
american_scientific_journal-12156	1	50	staff	staff	NOUN
american_scientific_journal-12156	1	51	engineer	engineer	NOUN
american_scientific_journal-12156	1	52	,	,	PUNCT
american_scientific_journal-12156	1	53	usa	usa	PROPN
american_scientific_journal-12156	1	54	,	,	PUNCT
american_scientific_journal-12156	1	55	new	new	PROPN
american_scientific_journal-12156	1	56	york	york	PROPN
american_scientific_journal-12156	1	57	email	email	NOUN
american_scientific_journal-12156	1	58	:	:	PUNCT
american_scientific_journal-12156	1	59	gurumurthy.dinesh@gmail.com	gurumurthy.dinesh@gmail.com	X
american_scientific_journal-12156	1	60	abstract	abstract	NOUN
american_scientific_journal-12156	1	61	the	the	DET
american_scientific_journal-12156	1	62	study	study	NOUN
american_scientific_journal-12156	1	63	aims	aim	VERB
american_scientific_journal-12156	1	64	to	to	PART
american_scientific_journal-12156	1	65	provide	provide	VERB
american_scientific_journal-12156	1	66	a	a	DET
american_scientific_journal-12156	1	67	systematic	systematic	ADJ
american_scientific_journal-12156	1	68	comparison	comparison	NOUN
american_scientific_journal-12156	1	69	of	of	ADP
american_scientific_journal-12156	1	70	automatic	automatic	ADJ
american_scientific_journal-12156	1	71	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	1	72	methods	method	NOUN
american_scientific_journal-12156	1	73	for	for	ADP
american_scientific_journal-12156	1	74	go	go	VERB
american_scientific_journal-12156	1	75	applications	application	NOUN
american_scientific_journal-12156	1	76	within	within	ADP
american_scientific_journal-12156	1	77	a	a	DET
american_scientific_journal-12156	1	78	unified	unified	ADJ
american_scientific_journal-12156	1	79	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	1	80	observability	observability	NOUN
american_scientific_journal-12156	1	81	architecture	architecture	NOUN
american_scientific_journal-12156	1	82	.	.	PUNCT
american_scientific_journal-12156	2	1	the	the	DET
american_scientific_journal-12156	2	2	research	research	NOUN
american_scientific_journal-12156	2	3	problem	problem	NOUN
american_scientific_journal-12156	2	4	is	be	AUX
american_scientific_journal-12156	2	5	that	that	SCONJ
american_scientific_journal-12156	2	6	the	the	DET
american_scientific_journal-12156	2	7	go	go	NOUN
american_scientific_journal-12156	2	8	language	language	NOUN
american_scientific_journal-12156	2	9	,	,	PUNCT
american_scientific_journal-12156	2	10	being	be	AUX
american_scientific_journal-12156	2	11	statically	statically	ADV
american_scientific_journal-12156	2	12	compiled	compile	VERB
american_scientific_journal-12156	2	13	and	and	CCONJ
american_scientific_journal-12156	2	14	performance	performance	NOUN
american_scientific_journal-12156	2	15	-	-	PUNCT
american_scientific_journal-12156	2	16	oriented	orient	VERB
american_scientific_journal-12156	2	17	,	,	PUNCT
american_scientific_journal-12156	2	18	lacks	lack	VERB
american_scientific_journal-12156	2	19	built	build	VERB
american_scientific_journal-12156	2	20	-	-	PUNCT
american_scientific_journal-12156	2	21	in	in	ADP
american_scientific_journal-12156	2	22	mechanisms	mechanism	NOUN
american_scientific_journal-12156	2	23	for	for	ADP
american_scientific_journal-12156	2	24	dynamic	dynamic	ADJ
american_scientific_journal-12156	2	25	telemetry	telemetry	NOUN
american_scientific_journal-12156	2	26	injection	injection	NOUN
american_scientific_journal-12156	2	27	,	,	PUNCT
american_scientific_journal-12156	2	28	which	which	PRON
american_scientific_journal-12156	2	29	makes	make	VERB
american_scientific_journal-12156	2	30	it	it	PRON
american_scientific_journal-12156	2	31	difficult	difficult	ADJ
american_scientific_journal-12156	2	32	to	to	PART
american_scientific_journal-12156	2	33	achieve	achieve	VERB
american_scientific_journal-12156	2	34	complete	complete	ADJ
american_scientific_journal-12156	2	35	observability	observability	NOUN
american_scientific_journal-12156	2	36	without	without	ADP
american_scientific_journal-12156	2	37	modifying	modify	VERB
american_scientific_journal-12156	2	38	the	the	DET
american_scientific_journal-12156	2	39	source	source	NOUN
american_scientific_journal-12156	2	40	code	code	NOUN
american_scientific_journal-12156	2	41	.	.	PUNCT
american_scientific_journal-12156	3	1	to	to	PART
american_scientific_journal-12156	3	2	address	address	VERB
american_scientific_journal-12156	3	3	this	this	DET
american_scientific_journal-12156	3	4	issue	issue	NOUN
american_scientific_journal-12156	3	5	,	,	PUNCT
american_scientific_journal-12156	3	6	the	the	DET
american_scientific_journal-12156	3	7	study	study	NOUN
american_scientific_journal-12156	3	8	applies	apply	VERB
american_scientific_journal-12156	3	9	methods	method	NOUN
american_scientific_journal-12156	3	10	of	of	ADP
american_scientific_journal-12156	3	11	comparative	comparative	ADJ
american_scientific_journal-12156	3	12	architectural	architectural	ADJ
american_scientific_journal-12156	3	13	analysis	analysis	NOUN
american_scientific_journal-12156	3	14	,	,	PUNCT
american_scientific_journal-12156	3	15	engineering	engineering	NOUN
american_scientific_journal-12156	3	16	modeling	modeling	NOUN
american_scientific_journal-12156	3	17	,	,	PUNCT
american_scientific_journal-12156	3	18	and	and	CCONJ
american_scientific_journal-12156	3	19	synthesis	synthesis	NOUN
american_scientific_journal-12156	3	20	of	of	ADP
american_scientific_journal-12156	3	21	experimental	experimental	ADJ
american_scientific_journal-12156	3	22	data	datum	NOUN
american_scientific_journal-12156	3	23	presented	present	VERB
american_scientific_journal-12156	3	24	in	in	ADP
american_scientific_journal-12156	3	25	scientific	scientific	ADJ
american_scientific_journal-12156	3	26	research	research	NOUN
american_scientific_journal-12156	3	27	.	.	PUNCT
american_scientific_journal-12156	4	1	the	the	DET
american_scientific_journal-12156	4	2	work	work	NOUN
american_scientific_journal-12156	4	3	compares	compare	VERB
american_scientific_journal-12156	4	4	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	4	5	performed	perform	VERB
american_scientific_journal-12156	4	6	at	at	ADP
american_scientific_journal-12156	4	7	compile	compile	NOUN
american_scientific_journal-12156	4	8	time	time	NOUN
american_scientific_journal-12156	4	9	and	and	CCONJ
american_scientific_journal-12156	4	10	during	during	ADP
american_scientific_journal-12156	4	11	program	program	NOUN
american_scientific_journal-12156	4	12	execution	execution	NOUN
american_scientific_journal-12156	4	13	.	.	PUNCT
american_scientific_journal-12156	5	1	it	it	PRON
american_scientific_journal-12156	5	2	is	be	AUX
american_scientific_journal-12156	5	3	shown	show	VERB
american_scientific_journal-12156	5	4	that	that	SCONJ
american_scientific_journal-12156	5	5	the	the	DET
american_scientific_journal-12156	5	6	first	first	ADJ
american_scientific_journal-12156	5	7	approach	approach	NOUN
american_scientific_journal-12156	5	8	ensures	ensure	VERB
american_scientific_journal-12156	5	9	high	high	ADJ
american_scientific_journal-12156	5	10	semantic	semantic	ADJ
american_scientific_journal-12156	5	11	accuracy	accuracy	NOUN
american_scientific_journal-12156	5	12	and	and	CCONJ
american_scientific_journal-12156	5	13	metric	metric	ADJ
american_scientific_journal-12156	5	14	predictability	predictability	NOUN
american_scientific_journal-12156	5	15	,	,	PUNCT
american_scientific_journal-12156	5	16	while	while	SCONJ
american_scientific_journal-12156	5	17	the	the	DET
american_scientific_journal-12156	5	18	second	second	NOUN
american_scientific_journal-12156	5	19	provides	provide	VERB
american_scientific_journal-12156	5	20	flexibility	flexibility	NOUN
american_scientific_journal-12156	5	21	and	and	CCONJ
american_scientific_journal-12156	5	22	continuous	continuous	ADJ
american_scientific_journal-12156	5	23	monitoring	monitoring	NOUN
american_scientific_journal-12156	5	24	without	without	ADP
american_scientific_journal-12156	5	25	requiring	require	VERB
american_scientific_journal-12156	5	26	recompilation	recompilation	NOUN
american_scientific_journal-12156	5	27	of	of	ADP
american_scientific_journal-12156	5	28	the	the	DET
american_scientific_journal-12156	5	29	application	application	NOUN
american_scientific_journal-12156	5	30	.	.	PUNCT
american_scientific_journal-12156	6	1	the	the	DET
american_scientific_journal-12156	6	2	study	study	NOUN
american_scientific_journal-12156	6	3	concludes	conclude	VERB
american_scientific_journal-12156	6	4	that	that	SCONJ
american_scientific_journal-12156	6	5	creating	create	VERB
american_scientific_journal-12156	6	6	a	a	DET
american_scientific_journal-12156	6	7	hybrid	hybrid	ADJ
american_scientific_journal-12156	6	8	observability	observability	NOUN
american_scientific_journal-12156	6	9	model	model	NOUN
american_scientific_journal-12156	6	10	that	that	PRON
american_scientific_journal-12156	6	11	combines	combine	VERB
american_scientific_journal-12156	6	12	the	the	DET
american_scientific_journal-12156	6	13	advantages	advantage	NOUN
american_scientific_journal-12156	6	14	of	of	ADP
american_scientific_journal-12156	6	15	both	both	DET
american_scientific_journal-12156	6	16	approaches	approach	NOUN
american_scientific_journal-12156	6	17	offers	offer	VERB
american_scientific_journal-12156	6	18	an	an	DET
american_scientific_journal-12156	6	19	effective	effective	ADJ
american_scientific_journal-12156	6	20	balance	balance	NOUN
american_scientific_journal-12156	6	21	between	between	ADP
american_scientific_journal-12156	6	22	data	datum	NOUN
american_scientific_journal-12156	6	23	precision	precision	NOUN
american_scientific_journal-12156	6	24	and	and	CCONJ
american_scientific_journal-12156	6	25	operational	operational	ADJ
american_scientific_journal-12156	6	26	reliability	reliability	NOUN
american_scientific_journal-12156	6	27	.	.	PUNCT
american_scientific_journal-12156	7	1	the	the	DET
american_scientific_journal-12156	7	2	significance	significance	NOUN
american_scientific_journal-12156	7	3	of	of	ADP
american_scientific_journal-12156	7	4	this	this	DET
american_scientific_journal-12156	7	5	research	research	NOUN
american_scientific_journal-12156	7	6	lies	lie	VERB
american_scientific_journal-12156	7	7	in	in	ADP
american_scientific_journal-12156	7	8	forming	form	VERB
american_scientific_journal-12156	7	9	conceptual	conceptual	ADJ
american_scientific_journal-12156	7	10	foundations	foundation	NOUN
american_scientific_journal-12156	7	11	for	for	ADP
american_scientific_journal-12156	7	12	the	the	DET
american_scientific_journal-12156	7	13	development	development	NOUN
american_scientific_journal-12156	7	14	of	of	ADP
american_scientific_journal-12156	7	15	self	self	NOUN
american_scientific_journal-12156	7	16	-	-	PUNCT
american_scientific_journal-12156	7	17	regulating	regulate	VERB
american_scientific_journal-12156	7	18	observability	observability	NOUN
american_scientific_journal-12156	7	19	systems	system	NOUN
american_scientific_journal-12156	7	20	,	,	PUNCT
american_scientific_journal-12156	7	21	which	which	PRON
american_scientific_journal-12156	7	22	can	can	AUX
american_scientific_journal-12156	7	23	be	be	AUX
american_scientific_journal-12156	7	24	applied	apply	VERB
american_scientific_journal-12156	7	25	in	in	ADP
american_scientific_journal-12156	7	26	the	the	DET
american_scientific_journal-12156	7	27	design	design	NOUN
american_scientific_journal-12156	7	28	of	of	ADP
american_scientific_journal-12156	7	29	telemetry	telemetry	NOUN
american_scientific_journal-12156	7	30	infrastructures	infrastructure	NOUN
american_scientific_journal-12156	7	31	,	,	PUNCT
american_scientific_journal-12156	7	32	optimization	optimization	NOUN
american_scientific_journal-12156	7	33	of	of	ADP
american_scientific_journal-12156	7	34	devops	devop	NOUN
american_scientific_journal-12156	7	35	processes	process	NOUN
american_scientific_journal-12156	7	36	,	,	PUNCT
american_scientific_journal-12156	7	37	and	and	CCONJ
american_scientific_journal-12156	7	38	enhancement	enhancement	NOUN
american_scientific_journal-12156	7	39	of	of	ADP
american_scientific_journal-12156	7	40	the	the	DET
american_scientific_journal-12156	7	41	resilience	resilience	NOUN
american_scientific_journal-12156	7	42	of	of	ADP
american_scientific_journal-12156	7	43	industrial	industrial	ADJ
american_scientific_journal-12156	7	44	software	software	NOUN
american_scientific_journal-12156	7	45	systems	system	NOUN
american_scientific_journal-12156	7	46	.	.	PUNCT
american_scientific_journal-12156	8	1	keywords	keyword	NOUN
american_scientific_journal-12156	8	2	:	:	PUNCT
american_scientific_journal-12156	8	3	adaptability	adaptability	NOUN
american_scientific_journal-12156	8	4	;	;	PUNCT
american_scientific_journal-12156	8	5	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	8	6	;	;	PUNCT
american_scientific_journal-12156	8	7	observability	observability	NOUN
american_scientific_journal-12156	8	8	;	;	PUNCT
american_scientific_journal-12156	8	9	performance	performance	NOUN
american_scientific_journal-12156	8	10	;	;	PUNCT
american_scientific_journal-12156	8	11	reliability	reliability	NOUN
american_scientific_journal-12156	8	12	;	;	PUNCT
american_scientific_journal-12156	8	13	telemetry	telemetry	NOUN
american_scientific_journal-12156	8	14	;	;	PUNCT
american_scientific_journal-12156	8	15	tracing	trace	VERB
american_scientific_journal-12156	8	16	.	.	PUNCT
american_scientific_journal-12156	9	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12156	9	2	received	receive	VERB
american_scientific_journal-12156	9	3	:	:	PUNCT
american_scientific_journal-12156	9	4	10/3/2025	10/3/2025	NUM
american_scientific_journal-12156	9	5	accepted	accept	VERB
american_scientific_journal-12156	9	6	:	:	PUNCT
american_scientific_journal-12156	9	7	12/3/2025	12/3/2025	NUM
american_scientific_journal-12156	9	8	published	publish	VERB
american_scientific_journal-12156	9	9	:	:	PUNCT
american_scientific_journal-12156	9	10	12/13/2025	12/13/2025	NUM
american_scientific_journal-12156	9	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12156	9	12	*	*	PUNCT
american_scientific_journal-12156	9	13	corresponding	correspond	VERB
american_scientific_journal-12156	9	14	author	author	NOUN
american_scientific_journal-12156	9	15	.	.	PUNCT
american_scientific_journal-12156	10	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12156	10	2	american	american	PROPN
american_scientific_journal-12156	10	3	academic	academic	PROPN
american_scientific_journal-12156	10	4	scientific	scientific	ADJ
american_scientific_journal-12156	10	5	research	research	NOUN
american_scientific_journal-12156	10	6	journal	journal	NOUN
american_scientific_journal-12156	10	7	for	for	ADP
american_scientific_journal-12156	10	8	engineering	engineering	NOUN
american_scientific_journal-12156	10	9	,	,	PUNCT
american_scientific_journal-12156	10	10	technology	technology	NOUN
american_scientific_journal-12156	10	11	,	,	PUNCT
american_scientific_journal-12156	10	12	and	and	CCONJ
american_scientific_journal-12156	10	13	sciences	science	NOUN
american_scientific_journal-12156	10	14	(	(	PUNCT
american_scientific_journal-12156	10	15	asrjets	asrjet	NOUN
american_scientific_journal-12156	10	16	)	)	PUNCT
american_scientific_journal-12156	10	17	volume	volume	NOUN
american_scientific_journal-12156	10	18	103	103	NUM
american_scientific_journal-12156	10	19	,	,	PUNCT
american_scientific_journal-12156	10	20	no	no	DET
american_scientific_journal-12156	10	21	1	1	NUM
american_scientific_journal-12156	10	22	,	,	PUNCT
american_scientific_journal-12156	10	23	pp	pp	ADV
american_scientific_journal-12156	10	24	485	485	NUM
american_scientific_journal-12156	10	25	-	-	SYM
american_scientific_journal-12156	10	26	494	494	NUM
american_scientific_journal-12156	10	27	486	486	NUM
american_scientific_journal-12156	10	28	1.introduction	1.introduction	NUM
american_scientific_journal-12156	10	29	in	in	ADP
american_scientific_journal-12156	10	30	modern	modern	ADJ
american_scientific_journal-12156	10	31	distributed	distribute	VERB
american_scientific_journal-12156	10	32	computing	computing	NOUN
american_scientific_journal-12156	10	33	systems	system	NOUN
american_scientific_journal-12156	10	34	,	,	PUNCT
american_scientific_journal-12156	10	35	observability	observability	NOUN
american_scientific_journal-12156	10	36	is	be	AUX
american_scientific_journal-12156	10	37	becoming	become	VERB
american_scientific_journal-12156	10	38	a	a	DET
american_scientific_journal-12156	10	39	key	key	ADJ
american_scientific_journal-12156	10	40	condition	condition	NOUN
american_scientific_journal-12156	10	41	for	for	ADP
american_scientific_journal-12156	10	42	the	the	DET
american_scientific_journal-12156	10	43	stability	stability	NOUN
american_scientific_journal-12156	10	44	and	and	CCONJ
american_scientific_journal-12156	10	45	manageability	manageability	NOUN
american_scientific_journal-12156	10	46	of	of	ADP
american_scientific_journal-12156	10	47	software	software	NOUN
american_scientific_journal-12156	10	48	services	service	NOUN
american_scientific_journal-12156	10	49	.	.	PUNCT
american_scientific_journal-12156	11	1	contemporary	contemporary	ADJ
american_scientific_journal-12156	11	2	microservice	microservice	PROPN
american_scientific_journal-12156	11	3	architectures	architecture	NOUN
american_scientific_journal-12156	11	4	require	require	VERB
american_scientific_journal-12156	11	5	constant	constant	ADJ
american_scientific_journal-12156	11	6	monitoring	monitoring	NOUN
american_scientific_journal-12156	11	7	of	of	ADP
american_scientific_journal-12156	11	8	performance	performance	NOUN
american_scientific_journal-12156	11	9	indicators	indicator	NOUN
american_scientific_journal-12156	11	10	,	,	PUNCT
american_scientific_journal-12156	11	11	latency	latency	NOUN
american_scientific_journal-12156	11	12	,	,	PUNCT
american_scientific_journal-12156	11	13	and	and	CCONJ
american_scientific_journal-12156	11	14	errors	error	NOUN
american_scientific_journal-12156	11	15	,	,	PUNCT
american_scientific_journal-12156	11	16	which	which	PRON
american_scientific_journal-12156	11	17	is	be	AUX
american_scientific_journal-12156	11	18	achieved	achieve	VERB
american_scientific_journal-12156	11	19	through	through	ADP
american_scientific_journal-12156	11	20	the	the	DET
american_scientific_journal-12156	11	21	three	three	NUM
american_scientific_journal-12156	11	22	-	-	PUNCT
american_scientific_journal-12156	11	23	pillar	pillar	NOUN
american_scientific_journal-12156	11	24	structure	structure	NOUN
american_scientific_journal-12156	11	25	of	of	ADP
american_scientific_journal-12156	11	26	observability	observability	NOUN
american_scientific_journal-12156	11	27	:	:	PUNCT
american_scientific_journal-12156	11	28	metrics	metric	NOUN
american_scientific_journal-12156	11	29	,	,	PUNCT
american_scientific_journal-12156	11	30	traces	trace	NOUN
american_scientific_journal-12156	11	31	,	,	PUNCT
american_scientific_journal-12156	11	32	and	and	CCONJ
american_scientific_journal-12156	11	33	logs	log	VERB
american_scientific_journal-12156	11	34	[	[	X
american_scientific_journal-12156	11	35	5	5	NUM
american_scientific_journal-12156	11	36	]	]	PUNCT
american_scientific_journal-12156	11	37	.	.	PUNCT
american_scientific_journal-12156	12	1	without	without	ADP
american_scientific_journal-12156	12	2	comprehensive	comprehensive	ADJ
american_scientific_journal-12156	12	3	telemetry	telemetry	NOUN
american_scientific_journal-12156	12	4	,	,	PUNCT
american_scientific_journal-12156	12	5	it	it	PRON
american_scientific_journal-12156	12	6	is	be	AUX
american_scientific_journal-12156	12	7	impossible	impossible	ADJ
american_scientific_journal-12156	12	8	to	to	PART
american_scientific_journal-12156	12	9	reliably	reliably	ADV
american_scientific_journal-12156	12	10	analyze	analyze	VERB
american_scientific_journal-12156	12	11	interdependencies	interdependency	NOUN
american_scientific_journal-12156	12	12	between	between	ADP
american_scientific_journal-12156	12	13	services	service	NOUN
american_scientific_journal-12156	12	14	,	,	PUNCT
american_scientific_journal-12156	12	15	identify	identify	VERB
american_scientific_journal-12156	12	16	causes	cause	NOUN
american_scientific_journal-12156	12	17	of	of	ADP
american_scientific_journal-12156	12	18	performance	performance	NOUN
american_scientific_journal-12156	12	19	degradation	degradation	NOUN
american_scientific_journal-12156	12	20	,	,	PUNCT
american_scientific_journal-12156	12	21	and	and	CCONJ
american_scientific_journal-12156	12	22	ensure	ensure	VERB
american_scientific_journal-12156	12	23	the	the	DET
american_scientific_journal-12156	12	24	reliability	reliability	NOUN
american_scientific_journal-12156	12	25	of	of	ADP
american_scientific_journal-12156	12	26	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	12	27	functioning	function	VERB
american_scientific_journal-12156	12	28	.	.	PUNCT
american_scientific_journal-12156	13	1	however	however	ADV
american_scientific_journal-12156	13	2	,	,	PUNCT
american_scientific_journal-12156	13	3	in	in	ADP
american_scientific_journal-12156	13	4	the	the	DET
american_scientific_journal-12156	13	5	go	go	NOUN
american_scientific_journal-12156	13	6	language	language	NOUN
american_scientific_journal-12156	13	7	,	,	PUNCT
american_scientific_journal-12156	13	8	widely	widely	ADV
american_scientific_journal-12156	13	9	used	use	VERB
american_scientific_journal-12156	13	10	for	for	ADP
american_scientific_journal-12156	13	11	developing	develop	VERB
american_scientific_journal-12156	13	12	cloud	cloud	NOUN
american_scientific_journal-12156	13	13	and	and	CCONJ
american_scientific_journal-12156	13	14	high	high	ADJ
american_scientific_journal-12156	13	15	-	-	PUNCT
american_scientific_journal-12156	13	16	load	load	NOUN
american_scientific_journal-12156	13	17	applications	application	NOUN
american_scientific_journal-12156	13	18	,	,	PUNCT
american_scientific_journal-12156	13	19	achieving	achieve	VERB
american_scientific_journal-12156	13	20	full	full	ADJ
american_scientific_journal-12156	13	21	observability	observability	NOUN
american_scientific_journal-12156	13	22	remains	remain	VERB
american_scientific_journal-12156	13	23	a	a	DET
american_scientific_journal-12156	13	24	non	non	ADJ
american_scientific_journal-12156	13	25	-	-	ADJ
american_scientific_journal-12156	13	26	trivial	trivial	ADJ
american_scientific_journal-12156	13	27	task	task	NOUN
american_scientific_journal-12156	13	28	.	.	PUNCT
american_scientific_journal-12156	14	1	go	go	VERB
american_scientific_journal-12156	14	2	is	be	AUX
american_scientific_journal-12156	14	3	designed	design	VERB
american_scientific_journal-12156	14	4	as	as	ADP
american_scientific_journal-12156	14	5	a	a	DET
american_scientific_journal-12156	14	6	strongly	strongly	ADV
american_scientific_journal-12156	14	7	typed	type	VERB
american_scientific_journal-12156	14	8	,	,	PUNCT
american_scientific_journal-12156	14	9	statically	statically	ADV
american_scientific_journal-12156	14	10	compiled	compile	VERB
american_scientific_journal-12156	14	11	language	language	NOUN
american_scientific_journal-12156	14	12	that	that	PRON
american_scientific_journal-12156	14	13	prioritizes	prioritize	VERB
american_scientific_journal-12156	14	14	performance	performance	NOUN
american_scientific_journal-12156	14	15	.	.	PUNCT
american_scientific_journal-12156	15	1	these	these	DET
american_scientific_journal-12156	15	2	properties	property	NOUN
american_scientific_journal-12156	15	3	increase	increase	VERB
american_scientific_journal-12156	15	4	code	code	NOUN
american_scientific_journal-12156	15	5	execution	execution	NOUN
american_scientific_journal-12156	15	6	efficiency	efficiency	NOUN
american_scientific_journal-12156	15	7	but	but	CCONJ
american_scientific_journal-12156	15	8	limit	limit	VERB
american_scientific_journal-12156	15	9	the	the	DET
american_scientific_journal-12156	15	10	possibilities	possibility	NOUN
american_scientific_journal-12156	15	11	for	for	ADP
american_scientific_journal-12156	15	12	dynamic	dynamic	ADJ
american_scientific_journal-12156	15	13	intervention	intervention	NOUN
american_scientific_journal-12156	15	14	in	in	ADP
american_scientific_journal-12156	15	15	the	the	DET
american_scientific_journal-12156	15	16	program	program	NOUN
american_scientific_journal-12156	15	17	execution	execution	NOUN
american_scientific_journal-12156	15	18	process	process	NOUN
american_scientific_journal-12156	15	19	[	[	X
american_scientific_journal-12156	15	20	2	2	NUM
american_scientific_journal-12156	15	21	]	]	PUNCT
american_scientific_journal-12156	15	22	.	.	PUNCT
american_scientific_journal-12156	16	1	unlike	unlike	ADP
american_scientific_journal-12156	16	2	languages	language	NOUN
american_scientific_journal-12156	16	3	with	with	ADP
american_scientific_journal-12156	16	4	a	a	DET
american_scientific_journal-12156	16	5	virtual	virtual	ADJ
american_scientific_journal-12156	16	6	machine	machine	NOUN
american_scientific_journal-12156	16	7	,	,	PUNCT
american_scientific_journal-12156	16	8	go	go	VERB
american_scientific_journal-12156	16	9	lacks	lack	NOUN
american_scientific_journal-12156	16	10	built	build	VERB
american_scientific_journal-12156	16	11	-	-	PUNCT
american_scientific_journal-12156	16	12	in	in	ADP
american_scientific_journal-12156	16	13	means	mean	NOUN
american_scientific_journal-12156	16	14	for	for	ADP
american_scientific_journal-12156	16	15	dynamic	dynamic	ADJ
american_scientific_journal-12156	16	16	code	code	NOUN
american_scientific_journal-12156	16	17	injection	injection	NOUN
american_scientific_journal-12156	16	18	and	and	CCONJ
american_scientific_journal-12156	16	19	function	function	NOUN
american_scientific_journal-12156	16	20	call	call	NOUN
american_scientific_journal-12156	16	21	interception	interception	NOUN
american_scientific_journal-12156	16	22	.	.	PUNCT
american_scientific_journal-12156	17	1	therefore	therefore	ADV
american_scientific_journal-12156	17	2	,	,	PUNCT
american_scientific_journal-12156	17	3	developers	developer	NOUN
american_scientific_journal-12156	17	4	are	be	AUX
american_scientific_journal-12156	17	5	forced	force	VERB
american_scientific_journal-12156	17	6	to	to	PART
american_scientific_journal-12156	17	7	manually	manually	ADV
american_scientific_journal-12156	17	8	embed	embed	VERB
american_scientific_journal-12156	17	9	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	17	10	api	api	NOUN
american_scientific_journal-12156	17	11	calls	call	NOUN
american_scientific_journal-12156	17	12	or	or	CCONJ
american_scientific_journal-12156	17	13	use	use	VERB
american_scientific_journal-12156	17	14	third	third	ADJ
american_scientific_journal-12156	17	15	-	-	PUNCT
american_scientific_journal-12156	17	16	party	party	NOUN
american_scientific_journal-12156	17	17	wrappers	wrapper	NOUN
american_scientific_journal-12156	17	18	.	.	PUNCT
american_scientific_journal-12156	18	1	this	this	DET
american_scientific_journal-12156	18	2	approach	approach	NOUN
american_scientific_journal-12156	18	3	leads	lead	VERB
american_scientific_journal-12156	18	4	to	to	ADP
american_scientific_journal-12156	18	5	increased	increase	VERB
american_scientific_journal-12156	18	6	maintenance	maintenance	NOUN
american_scientific_journal-12156	18	7	costs	cost	NOUN
american_scientific_journal-12156	18	8	,	,	PUNCT
american_scientific_journal-12156	18	9	complicates	complicate	VERB
american_scientific_journal-12156	18	10	dependency	dependency	NOUN
american_scientific_journal-12156	18	11	updates	update	NOUN
american_scientific_journal-12156	18	12	,	,	PUNCT
american_scientific_journal-12156	18	13	and	and	CCONJ
american_scientific_journal-12156	18	14	creates	create	VERB
american_scientific_journal-12156	18	15	a	a	DET
american_scientific_journal-12156	18	16	risk	risk	NOUN
american_scientific_journal-12156	18	17	of	of	ADP
american_scientific_journal-12156	18	18	discrepancies	discrepancy	NOUN
american_scientific_journal-12156	18	19	between	between	ADP
american_scientific_journal-12156	18	20	instrumented	instrumented	ADJ
american_scientific_journal-12156	18	21	and	and	CCONJ
american_scientific_journal-12156	18	22	non	non	ADJ
american_scientific_journal-12156	18	23	-	-	ADJ
american_scientific_journal-12156	18	24	instrumented	instrumented	ADJ
american_scientific_journal-12156	18	25	components	component	NOUN
american_scientific_journal-12156	18	26	.	.	PUNCT
american_scientific_journal-12156	19	1	in	in	ADP
american_scientific_journal-12156	19	2	response	response	NOUN
american_scientific_journal-12156	19	3	to	to	ADP
american_scientific_journal-12156	19	4	these	these	DET
american_scientific_journal-12156	19	5	limitations	limitation	NOUN
american_scientific_journal-12156	19	6	,	,	PUNCT
american_scientific_journal-12156	19	7	the	the	DET
american_scientific_journal-12156	19	8	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	19	9	community	community	NOUN
american_scientific_journal-12156	19	10	and	and	CCONJ
american_scientific_journal-12156	19	11	leading	lead	VERB
american_scientific_journal-12156	19	12	observability	observability	NOUN
american_scientific_journal-12156	19	13	companies	company	NOUN
american_scientific_journal-12156	19	14	,	,	PUNCT
american_scientific_journal-12156	19	15	including	include	VERB
american_scientific_journal-12156	19	16	datadog	datadog	NOUN
american_scientific_journal-12156	19	17	,	,	PUNCT
american_scientific_journal-12156	19	18	have	have	AUX
american_scientific_journal-12156	19	19	developed	develop	VERB
american_scientific_journal-12156	19	20	two	two	NUM
american_scientific_journal-12156	19	21	complementary	complementary	ADJ
american_scientific_journal-12156	19	22	approaches	approach	NOUN
american_scientific_journal-12156	19	23	to	to	ADP
american_scientific_journal-12156	19	24	automatic	automatic	ADJ
american_scientific_journal-12156	19	25	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	19	26	of	of	ADP
american_scientific_journal-12156	19	27	go	go	NOUN
american_scientific_journal-12156	19	28	applications	application	NOUN
american_scientific_journal-12156	19	29	.	.	PUNCT
american_scientific_journal-12156	20	1	the	the	DET
american_scientific_journal-12156	20	2	first	first	ADJ
american_scientific_journal-12156	20	3	is	be	AUX
american_scientific_journal-12156	20	4	based	base	VERB
american_scientific_journal-12156	20	5	on	on	ADP
american_scientific_journal-12156	20	6	ebpf	ebpf	PROPN
american_scientific_journal-12156	20	7	technology	technology	NOUN
american_scientific_journal-12156	20	8	,	,	PUNCT
american_scientific_journal-12156	20	9	which	which	PRON
american_scientific_journal-12156	20	10	allows	allow	VERB
american_scientific_journal-12156	20	11	connecting	connect	VERB
american_scientific_journal-12156	20	12	observation	observation	NOUN
american_scientific_journal-12156	20	13	points	point	NOUN
american_scientific_journal-12156	20	14	to	to	ADP
american_scientific_journal-12156	20	15	kernel	kernel	PROPN
american_scientific_journal-12156	20	16	or	or	CCONJ
american_scientific_journal-12156	20	17	user	user	NOUN
american_scientific_journal-12156	20	18	-	-	PUNCT
american_scientific_journal-12156	20	19	space	space	NOUN
american_scientific_journal-12156	20	20	functions	function	NOUN
american_scientific_journal-12156	20	21	while	while	SCONJ
american_scientific_journal-12156	20	22	the	the	DET
american_scientific_journal-12156	20	23	program	program	NOUN
american_scientific_journal-12156	20	24	is	be	AUX
american_scientific_journal-12156	20	25	running	run	VERB
american_scientific_journal-12156	20	26	.	.	PUNCT
american_scientific_journal-12156	21	1	another	another	DET
american_scientific_journal-12156	21	2	direction	direction	NOUN
american_scientific_journal-12156	21	3	involves	involve	VERB
american_scientific_journal-12156	21	4	compile	compile	NOUN
american_scientific_journal-12156	21	5	-	-	PUNCT
american_scientific_journal-12156	21	6	time	time	NOUN
american_scientific_journal-12156	21	7	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	21	8	—	—	PUNCT
american_scientific_journal-12156	21	9	an	an	DET
american_scientific_journal-12156	21	10	approach	approach	NOUN
american_scientific_journal-12156	21	11	used	use	VERB
american_scientific_journal-12156	21	12	in	in	ADP
american_scientific_journal-12156	21	13	datadog	datadog	NOUN
american_scientific_journal-12156	21	14	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	21	15	solutions	solution	NOUN
american_scientific_journal-12156	21	16	and	and	CCONJ
american_scientific_journal-12156	21	17	the	the	DET
american_scientific_journal-12156	21	18	experimental	experimental	ADJ
american_scientific_journal-12156	21	19	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	21	20	system	system	NOUN
american_scientific_journal-12156	21	21	for	for	ADP
american_scientific_journal-12156	21	22	go	go	VERB
american_scientific_journal-12156	21	23	.	.	PUNCT
american_scientific_journal-12156	22	1	it	it	PRON
american_scientific_journal-12156	22	2	uses	use	VERB
american_scientific_journal-12156	22	3	analysis	analysis	NOUN
american_scientific_journal-12156	22	4	and	and	CCONJ
american_scientific_journal-12156	22	5	transformation	transformation	NOUN
american_scientific_journal-12156	22	6	of	of	ADP
american_scientific_journal-12156	22	7	the	the	DET
american_scientific_journal-12156	22	8	program	program	NOUN
american_scientific_journal-12156	22	9	's	's	PART
american_scientific_journal-12156	22	10	abstract	abstract	ADJ
american_scientific_journal-12156	22	11	syntax	syntax	NOUN
american_scientific_journal-12156	22	12	tree	tree	NOUN
american_scientific_journal-12156	22	13	,	,	PUNCT
american_scientific_journal-12156	22	14	adding	add	VERB
american_scientific_journal-12156	22	15	code	code	NOUN
american_scientific_journal-12156	22	16	fragments	fragment	NOUN
american_scientific_journal-12156	22	17	for	for	ADP
american_scientific_journal-12156	22	18	telemetry	telemetry	NOUN
american_scientific_journal-12156	22	19	collection	collection	NOUN
american_scientific_journal-12156	22	20	to	to	ADP
american_scientific_journal-12156	22	21	the	the	DET
american_scientific_journal-12156	22	22	generated	generate	VERB
american_scientific_journal-12156	22	23	executable	executable	NOUN
american_scientific_journal-12156	22	24	.	.	PUNCT
american_scientific_journal-12156	23	1	both	both	DET
american_scientific_journal-12156	23	2	approaches	approach	NOUN
american_scientific_journal-12156	23	3	provide	provide	VERB
american_scientific_journal-12156	23	4	automatic	automatic	ADJ
american_scientific_journal-12156	23	5	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	23	6	without	without	ADP
american_scientific_journal-12156	23	7	modifying	modify	VERB
american_scientific_journal-12156	23	8	the	the	DET
american_scientific_journal-12156	23	9	source	source	NOUN
american_scientific_journal-12156	23	10	code	code	NOUN
american_scientific_journal-12156	23	11	,	,	PUNCT
american_scientific_journal-12156	23	12	but	but	CCONJ
american_scientific_journal-12156	23	13	they	they	PRON
american_scientific_journal-12156	23	14	differ	differ	VERB
american_scientific_journal-12156	23	15	in	in	ADP
american_scientific_journal-12156	23	16	terms	term	NOUN
american_scientific_journal-12156	23	17	of	of	ADP
american_scientific_journal-12156	23	18	accuracy	accuracy	NOUN
american_scientific_journal-12156	23	19	and	and	CCONJ
american_scientific_journal-12156	23	20	applicability	applicability	NOUN
american_scientific_journal-12156	23	21	.	.	PUNCT
american_scientific_journal-12156	24	1	compile	compile	NOUN
american_scientific_journal-12156	24	2	-	-	PUNCT
american_scientific_journal-12156	24	3	time	time	NOUN
american_scientific_journal-12156	24	4	building	building	NOUN
american_scientific_journal-12156	24	5	provides	provide	VERB
american_scientific_journal-12156	24	6	deep	deep	ADJ
american_scientific_journal-12156	24	7	semantic	semantic	ADJ
american_scientific_journal-12156	24	8	integration	integration	NOUN
american_scientific_journal-12156	24	9	,	,	PUNCT
american_scientific_journal-12156	24	10	while	while	SCONJ
american_scientific_journal-12156	24	11	runtime	runtime	NOUN
american_scientific_journal-12156	24	12	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	24	13	ensures	ensure	VERB
american_scientific_journal-12156	24	14	flexibility	flexibility	NOUN
american_scientific_journal-12156	24	15	and	and	CCONJ
american_scientific_journal-12156	24	16	code	code	NOUN
american_scientific_journal-12156	24	17	independence	independence	NOUN
american_scientific_journal-12156	24	18	.	.	PUNCT
american_scientific_journal-12156	25	1	it	it	PRON
american_scientific_journal-12156	25	2	is	be	AUX
american_scientific_journal-12156	25	3	assumed	assume	VERB
american_scientific_journal-12156	25	4	that	that	SCONJ
american_scientific_journal-12156	25	5	their	their	PRON
american_scientific_journal-12156	25	6	combination	combination	NOUN
american_scientific_journal-12156	25	7	will	will	AUX
american_scientific_journal-12156	25	8	allow	allow	VERB
american_scientific_journal-12156	25	9	creating	create	VERB
american_scientific_journal-12156	25	10	a	a	DET
american_scientific_journal-12156	25	11	hybrid	hybrid	ADJ
american_scientific_journal-12156	25	12	observability	observability	NOUN
american_scientific_journal-12156	25	13	model	model	NOUN
american_scientific_journal-12156	25	14	that	that	PRON
american_scientific_journal-12156	25	15	combines	combine	VERB
american_scientific_journal-12156	25	16	the	the	DET
american_scientific_journal-12156	25	17	advantages	advantage	NOUN
american_scientific_journal-12156	25	18	of	of	ADP
american_scientific_journal-12156	25	19	both	both	DET
american_scientific_journal-12156	25	20	methods	method	NOUN
american_scientific_journal-12156	25	21	.	.	PUNCT
american_scientific_journal-12156	26	1	both	both	PRON
american_scientific_journal-12156	26	2	depend	depend	VERB
american_scientific_journal-12156	26	3	on	on	ADP
american_scientific_journal-12156	26	4	the	the	DET
american_scientific_journal-12156	26	5	number	number	NOUN
american_scientific_journal-12156	26	6	of	of	ADP
american_scientific_journal-12156	26	7	libraries	library	NOUN
american_scientific_journal-12156	26	8	being	be	AUX
american_scientific_journal-12156	26	9	supported	support	VERB
american_scientific_journal-12156	26	10	by	by	ADP
american_scientific_journal-12156	26	11	the	the	DET
american_scientific_journal-12156	26	12	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	26	13	for	for	ADP
american_scientific_journal-12156	26	14	adding	add	VERB
american_scientific_journal-12156	26	15	observability	observability	NOUN
american_scientific_journal-12156	26	16	.	.	PUNCT
american_scientific_journal-12156	27	1	while	while	SCONJ
american_scientific_journal-12156	27	2	previous	previous	ADJ
american_scientific_journal-12156	27	3	works	work	NOUN
american_scientific_journal-12156	27	4	by	by	ADP
american_scientific_journal-12156	27	5	nõu	nõu	PROPN
american_scientific_journal-12156	27	6	and	and	CCONJ
american_scientific_journal-12156	27	7	his	his	PRON
american_scientific_journal-12156	27	8	colleagues	colleague	NOUN
american_scientific_journal-12156	27	9	[	[	X
american_scientific_journal-12156	27	10	3	3	X
american_scientific_journal-12156	27	11	]	]	PUNCT
american_scientific_journal-12156	27	12	and	and	CCONJ
american_scientific_journal-12156	27	13	yang	yang	PROPN
american_scientific_journal-12156	27	14	and	and	CCONJ
american_scientific_journal-12156	27	15	his	his	PRON
american_scientific_journal-12156	27	16	colleagues	colleague	NOUN
american_scientific_journal-12156	28	1	[	[	X
american_scientific_journal-12156	28	2	6	6	NUM
american_scientific_journal-12156	28	3	]	]	PUNCT
american_scientific_journal-12156	28	4	focused	focus	VERB
american_scientific_journal-12156	28	5	primarily	primarily	ADV
american_scientific_journal-12156	28	6	on	on	ADP
american_scientific_journal-12156	28	7	quantitative	quantitative	ADJ
american_scientific_journal-12156	28	8	performance	performance	NOUN
american_scientific_journal-12156	28	9	assessments	assessment	NOUN
american_scientific_journal-12156	28	10	of	of	ADP
american_scientific_journal-12156	28	11	individual	individual	ADJ
american_scientific_journal-12156	28	12	tracing	trace	VERB
american_scientific_journal-12156	28	13	tools	tool	NOUN
american_scientific_journal-12156	28	14	,	,	PUNCT
american_scientific_journal-12156	28	15	they	they	PRON
american_scientific_journal-12156	28	16	largely	largely	ADV
american_scientific_journal-12156	28	17	overlooked	overlook	VERB
american_scientific_journal-12156	28	18	the	the	DET
american_scientific_journal-12156	28	19	architectural	architectural	ADJ
american_scientific_journal-12156	28	20	implications	implication	NOUN
american_scientific_journal-12156	28	21	of	of	ADP
american_scientific_journal-12156	28	22	choosing	choose	VERB
american_scientific_journal-12156	28	23	between	between	ADP
american_scientific_journal-12156	28	24	static	static	ADJ
american_scientific_journal-12156	28	25	and	and	CCONJ
american_scientific_journal-12156	28	26	dynamic	dynamic	ADJ
american_scientific_journal-12156	28	27	injection	injection	NOUN
american_scientific_journal-12156	28	28	methods	method	NOUN
american_scientific_journal-12156	28	29	.	.	PUNCT
american_scientific_journal-12156	29	1	existing	exist	VERB
american_scientific_journal-12156	29	2	literature	literature	NOUN
american_scientific_journal-12156	29	3	often	often	ADV
american_scientific_journal-12156	29	4	treats	treat	VERB
american_scientific_journal-12156	29	5	ebpf	ebpf	ADV
american_scientific_journal-12156	29	6	and	and	CCONJ
american_scientific_journal-12156	29	7	compile	compile	NOUN
american_scientific_journal-12156	29	8	-	-	PUNCT
american_scientific_journal-12156	29	9	time	time	NOUN
american_scientific_journal-12156	29	10	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	29	11	as	as	ADP
american_scientific_journal-12156	29	12	isolated	isolated	ADJ
american_scientific_journal-12156	29	13	solutions	solution	NOUN
american_scientific_journal-12156	29	14	,	,	PUNCT
american_scientific_journal-12156	29	15	without	without	ADP
american_scientific_journal-12156	29	16	analyzing	analyze	VERB
american_scientific_journal-12156	29	17	their	their	PRON
american_scientific_journal-12156	29	18	complementary	complementary	ADJ
american_scientific_journal-12156	29	19	nature	nature	NOUN
american_scientific_journal-12156	29	20	within	within	ADP
american_scientific_journal-12156	29	21	a	a	DET
american_scientific_journal-12156	29	22	unified	unified	ADJ
american_scientific_journal-12156	29	23	framework	framework	NOUN
american_scientific_journal-12156	29	24	.	.	PUNCT
american_scientific_journal-12156	30	1	this	this	DET
american_scientific_journal-12156	30	2	study	study	NOUN
american_scientific_journal-12156	30	3	addresses	address	VERB
american_scientific_journal-12156	30	4	this	this	DET
american_scientific_journal-12156	30	5	gap	gap	NOUN
american_scientific_journal-12156	30	6	by	by	ADP
american_scientific_journal-12156	30	7	directly	directly	ADV
american_scientific_journal-12156	30	8	comparing	compare	VERB
american_scientific_journal-12156	30	9	the	the	DET
american_scientific_journal-12156	30	10	semantic	semantic	ADJ
american_scientific_journal-12156	30	11	depth	depth	NOUN
american_scientific_journal-12156	30	12	of	of	ADP
american_scientific_journal-12156	30	13	ast	ast	NOUN
american_scientific_journal-12156	30	14	-	-	PUNCT
american_scientific_journal-12156	30	15	based	base	VERB
american_scientific_journal-12156	30	16	injection	injection	NOUN
american_scientific_journal-12156	30	17	against	against	ADP
american_scientific_journal-12156	30	18	the	the	DET
american_scientific_journal-12156	30	19	operational	operational	ADJ
american_scientific_journal-12156	30	20	versatility	versatility	NOUN
american_scientific_journal-12156	30	21	of	of	ADP
american_scientific_journal-12156	30	22	kernel	kernel	NOUN
american_scientific_journal-12156	30	23	-	-	PUNCT
american_scientific_journal-12156	30	24	level	level	NOUN
american_scientific_journal-12156	30	25	monitoring	monitoring	NOUN
american_scientific_journal-12156	30	26	,	,	PUNCT
american_scientific_journal-12156	30	27	moving	move	VERB
american_scientific_journal-12156	30	28	beyond	beyond	ADP
american_scientific_journal-12156	30	29	simple	simple	ADJ
american_scientific_journal-12156	30	30	overhead	overhead	ADJ
american_scientific_journal-12156	30	31	metrics	metric	NOUN
american_scientific_journal-12156	30	32	to	to	ADP
american_scientific_journal-12156	30	33	a	a	DET
american_scientific_journal-12156	30	34	holistic	holistic	ADJ
american_scientific_journal-12156	30	35	architectural	architectural	ADJ
american_scientific_journal-12156	30	36	analysis	analysis	NOUN
american_scientific_journal-12156	30	37	.	.	PUNCT
american_scientific_journal-12156	31	1	the	the	DET
american_scientific_journal-12156	31	2	scientific	scientific	ADJ
american_scientific_journal-12156	31	3	novelty	novelty	NOUN
american_scientific_journal-12156	31	4	of	of	ADP
american_scientific_journal-12156	31	5	the	the	DET
american_scientific_journal-12156	31	6	study	study	NOUN
american_scientific_journal-12156	31	7	lies	lie	VERB
american_scientific_journal-12156	31	8	in	in	ADP
american_scientific_journal-12156	31	9	the	the	DET
american_scientific_journal-12156	31	10	fact	fact	NOUN
american_scientific_journal-12156	31	11	that	that	SCONJ
american_scientific_journal-12156	31	12	,	,	PUNCT
american_scientific_journal-12156	31	13	for	for	ADP
american_scientific_journal-12156	31	14	the	the	DET
american_scientific_journal-12156	31	15	first	first	ADJ
american_scientific_journal-12156	31	16	time	time	NOUN
american_scientific_journal-12156	31	17	within	within	ADP
american_scientific_journal-12156	31	18	the	the	DET
american_scientific_journal-12156	31	19	unified	unified	ADJ
american_scientific_journal-12156	31	20	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	31	21	observability	observability	NOUN
american_scientific_journal-12156	31	22	architecture	architecture	NOUN
american_scientific_journal-12156	31	23	,	,	PUNCT
american_scientific_journal-12156	31	24	a	a	DET
american_scientific_journal-12156	31	25	systematic	systematic	ADJ
american_scientific_journal-12156	31	26	comparison	comparison	NOUN
american_scientific_journal-12156	31	27	of	of	ADP
american_scientific_journal-12156	31	28	automatic	automatic	ADJ
american_scientific_journal-12156	31	29	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	31	30	methods	method	NOUN
american_scientific_journal-12156	31	31	for	for	ADP
american_scientific_journal-12156	31	32	go	go	VERB
american_scientific_journal-12156	31	33	applications	application	NOUN
american_scientific_journal-12156	31	34	—	—	PUNCT
american_scientific_journal-12156	31	35	american	american	ADJ
american_scientific_journal-12156	31	36	academic	academic	ADJ
american_scientific_journal-12156	31	37	scientific	scientific	ADJ
american_scientific_journal-12156	31	38	research	research	NOUN
american_scientific_journal-12156	31	39	journal	journal	NOUN
american_scientific_journal-12156	31	40	for	for	ADP
american_scientific_journal-12156	31	41	engineering	engineering	NOUN
american_scientific_journal-12156	31	42	,	,	PUNCT
american_scientific_journal-12156	31	43	technology	technology	NOUN
american_scientific_journal-12156	31	44	,	,	PUNCT
american_scientific_journal-12156	31	45	and	and	CCONJ
american_scientific_journal-12156	31	46	sciences	science	NOUN
american_scientific_journal-12156	31	47	(	(	PUNCT
american_scientific_journal-12156	31	48	asrjets	asrjet	NOUN
american_scientific_journal-12156	31	49	)	)	PUNCT
american_scientific_journal-12156	31	50	volume	volume	NOUN
american_scientific_journal-12156	31	51	103	103	NUM
american_scientific_journal-12156	31	52	,	,	PUNCT
american_scientific_journal-12156	31	53	no	no	DET
american_scientific_journal-12156	31	54	1	1	NUM
american_scientific_journal-12156	31	55	,	,	PUNCT
american_scientific_journal-12156	31	56	pp	pp	ADV
american_scientific_journal-12156	31	57	485	485	NUM
american_scientific_journal-12156	31	58	-	-	SYM
american_scientific_journal-12156	31	59	494	494	NUM
american_scientific_journal-12156	31	60	487	487	NUM
american_scientific_journal-12156	31	61	at	at	ADP
american_scientific_journal-12156	31	62	the	the	DET
american_scientific_journal-12156	31	63	compilation	compilation	NOUN
american_scientific_journal-12156	31	64	stage	stage	NOUN
american_scientific_journal-12156	31	65	and	and	CCONJ
american_scientific_journal-12156	31	66	during	during	ADP
american_scientific_journal-12156	31	67	runtime	runtime	NOUN
american_scientific_journal-12156	31	68	using	use	VERB
american_scientific_journal-12156	31	69	ebpf	ebpf	ADP
american_scientific_journal-12156	31	70	technologies	technology	NOUN
american_scientific_journal-12156	31	71	—	—	PUNCT
american_scientific_journal-12156	31	72	has	have	AUX
american_scientific_journal-12156	31	73	been	be	AUX
american_scientific_journal-12156	31	74	conducted	conduct	VERB
american_scientific_journal-12156	31	75	.	.	PUNCT
american_scientific_journal-12156	32	1	this	this	DET
american_scientific_journal-12156	32	2	approach	approach	NOUN
american_scientific_journal-12156	32	3	made	make	VERB
american_scientific_journal-12156	32	4	it	it	PRON
american_scientific_journal-12156	32	5	possible	possible	ADJ
american_scientific_journal-12156	32	6	to	to	PART
american_scientific_journal-12156	32	7	identify	identify	VERB
american_scientific_journal-12156	32	8	differences	difference	NOUN
american_scientific_journal-12156	32	9	in	in	ADP
american_scientific_journal-12156	32	10	their	their	PRON
american_scientific_journal-12156	32	11	impact	impact	NOUN
american_scientific_journal-12156	32	12	on	on	ADP
american_scientific_journal-12156	32	13	telemetry	telemetry	NOUN
american_scientific_journal-12156	32	14	accuracy	accuracy	NOUN
american_scientific_journal-12156	32	15	,	,	PUNCT
american_scientific_journal-12156	32	16	system	system	NOUN
american_scientific_journal-12156	32	17	performance	performance	NOUN
american_scientific_journal-12156	32	18	,	,	PUNCT
american_scientific_journal-12156	32	19	and	and	CCONJ
american_scientific_journal-12156	32	20	observability	observability	NOUN
american_scientific_journal-12156	32	21	flexibility	flexibility	NOUN
american_scientific_journal-12156	32	22	,	,	PUNCT
american_scientific_journal-12156	32	23	as	as	ADV
american_scientific_journal-12156	32	24	well	well	ADV
american_scientific_journal-12156	32	25	as	as	ADP
american_scientific_journal-12156	32	26	to	to	PART
american_scientific_journal-12156	32	27	justify	justify	VERB
american_scientific_journal-12156	32	28	the	the	DET
american_scientific_journal-12156	32	29	feasibility	feasibility	NOUN
american_scientific_journal-12156	32	30	of	of	ADP
american_scientific_journal-12156	32	31	developing	develop	VERB
american_scientific_journal-12156	32	32	a	a	DET
american_scientific_journal-12156	32	33	hybrid	hybrid	ADJ
american_scientific_journal-12156	32	34	model	model	NOUN
american_scientific_journal-12156	32	35	that	that	PRON
american_scientific_journal-12156	32	36	combines	combine	VERB
american_scientific_journal-12156	32	37	the	the	DET
american_scientific_journal-12156	32	38	advantages	advantage	NOUN
american_scientific_journal-12156	32	39	of	of	ADP
american_scientific_journal-12156	32	40	both	both	DET
american_scientific_journal-12156	32	41	methods	method	NOUN
american_scientific_journal-12156	32	42	.	.	PUNCT
american_scientific_journal-12156	33	1	this	this	DET
american_scientific_journal-12156	33	2	study	study	NOUN
american_scientific_journal-12156	33	3	aims	aim	VERB
american_scientific_journal-12156	33	4	to	to	PART
american_scientific_journal-12156	33	5	conduct	conduct	VERB
american_scientific_journal-12156	33	6	a	a	DET
american_scientific_journal-12156	33	7	systematic	systematic	ADJ
american_scientific_journal-12156	33	8	comparison	comparison	NOUN
american_scientific_journal-12156	33	9	of	of	ADP
american_scientific_journal-12156	33	10	compile	compile	NOUN
american_scientific_journal-12156	33	11	-	-	PUNCT
american_scientific_journal-12156	33	12	time	time	NOUN
american_scientific_journal-12156	33	13	and	and	CCONJ
american_scientific_journal-12156	33	14	runtime	runtime	NOUN
american_scientific_journal-12156	33	15	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	33	16	for	for	ADP
american_scientific_journal-12156	33	17	go	go	VERB
american_scientific_journal-12156	33	18	applications	application	NOUN
american_scientific_journal-12156	33	19	using	use	VERB
american_scientific_journal-12156	33	20	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	33	21	.	.	PUNCT
american_scientific_journal-12156	34	1	the	the	DET
american_scientific_journal-12156	34	2	study	study	NOUN
american_scientific_journal-12156	34	3	aims	aim	VERB
american_scientific_journal-12156	34	4	to	to	PART
american_scientific_journal-12156	34	5	test	test	VERB
american_scientific_journal-12156	34	6	the	the	DET
american_scientific_journal-12156	34	7	hypothesis	hypothesis	NOUN
american_scientific_journal-12156	34	8	that	that	SCONJ
american_scientific_journal-12156	34	9	combining	combine	VERB
american_scientific_journal-12156	34	10	compilational	compilational	ADJ
american_scientific_journal-12156	34	11	and	and	CCONJ
american_scientific_journal-12156	34	12	dynamic	dynamic	ADJ
american_scientific_journal-12156	34	13	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	34	14	provides	provide	VERB
american_scientific_journal-12156	34	15	an	an	DET
american_scientific_journal-12156	34	16	optimal	optimal	ADJ
american_scientific_journal-12156	34	17	balance	balance	NOUN
american_scientific_journal-12156	34	18	of	of	ADP
american_scientific_journal-12156	34	19	observation	observation	NOUN
american_scientific_journal-12156	34	20	accuracy	accuracy	NOUN
american_scientific_journal-12156	34	21	and	and	CCONJ
american_scientific_journal-12156	34	22	flexibility	flexibility	NOUN
american_scientific_journal-12156	34	23	.	.	PUNCT
american_scientific_journal-12156	35	1	to	to	PART
american_scientific_journal-12156	35	2	achieve	achieve	VERB
american_scientific_journal-12156	35	3	this	this	DET
american_scientific_journal-12156	35	4	goal	goal	NOUN
american_scientific_journal-12156	35	5	,	,	PUNCT
american_scientific_journal-12156	35	6	methods	method	NOUN
american_scientific_journal-12156	35	7	of	of	ADP
american_scientific_journal-12156	35	8	engineering	engineering	NOUN
american_scientific_journal-12156	35	9	modeling	modeling	NOUN
american_scientific_journal-12156	35	10	and	and	CCONJ
american_scientific_journal-12156	35	11	comparative	comparative	ADJ
american_scientific_journal-12156	35	12	analysis	analysis	NOUN
american_scientific_journal-12156	35	13	of	of	ADP
american_scientific_journal-12156	35	14	telemetry	telemetry	NOUN
american_scientific_journal-12156	35	15	architectures	architecture	NOUN
american_scientific_journal-12156	35	16	were	be	AUX
american_scientific_journal-12156	35	17	used	use	VERB
american_scientific_journal-12156	35	18	.	.	PUNCT
american_scientific_journal-12156	36	1	2.materials	2.material	NOUN
american_scientific_journal-12156	36	2	and	and	CCONJ
american_scientific_journal-12156	36	3	methods	method	NOUN
american_scientific_journal-12156	36	4	the	the	DET
american_scientific_journal-12156	36	5	methodological	methodological	ADJ
american_scientific_journal-12156	36	6	basis	basis	NOUN
american_scientific_journal-12156	36	7	of	of	ADP
american_scientific_journal-12156	36	8	the	the	DET
american_scientific_journal-12156	36	9	study	study	NOUN
american_scientific_journal-12156	36	10	is	be	AUX
american_scientific_journal-12156	36	11	formed	form	VERB
american_scientific_journal-12156	36	12	at	at	ADP
american_scientific_journal-12156	36	13	the	the	DET
american_scientific_journal-12156	36	14	intersection	intersection	NOUN
american_scientific_journal-12156	36	15	of	of	ADP
american_scientific_journal-12156	36	16	software	software	NOUN
american_scientific_journal-12156	36	17	engineering	engineering	NOUN
american_scientific_journal-12156	36	18	,	,	PUNCT
american_scientific_journal-12156	36	19	telemetry	telemetry	NOUN
american_scientific_journal-12156	36	20	systems	system	NOUN
american_scientific_journal-12156	36	21	,	,	PUNCT
american_scientific_journal-12156	36	22	and	and	CCONJ
american_scientific_journal-12156	36	23	observability	observability	NOUN
american_scientific_journal-12156	36	24	technologies	technology	NOUN
american_scientific_journal-12156	36	25	in	in	ADP
american_scientific_journal-12156	36	26	distributed	distribute	VERB
american_scientific_journal-12156	36	27	computing	computing	NOUN
american_scientific_journal-12156	36	28	environments	environment	NOUN
american_scientific_journal-12156	36	29	.	.	PUNCT
american_scientific_journal-12156	37	1	a	a	DET
american_scientific_journal-12156	37	2	comprehensive	comprehensive	ADJ
american_scientific_journal-12156	37	3	approach	approach	NOUN
american_scientific_journal-12156	37	4	allowed	allow	VERB
american_scientific_journal-12156	37	5	combining	combine	VERB
american_scientific_journal-12156	37	6	engineering	engineering	NOUN
american_scientific_journal-12156	37	7	,	,	PUNCT
american_scientific_journal-12156	37	8	instrumental	instrumental	ADJ
american_scientific_journal-12156	37	9	,	,	PUNCT
american_scientific_journal-12156	37	10	and	and	CCONJ
american_scientific_journal-12156	37	11	analytical	analytical	ADJ
american_scientific_journal-12156	37	12	methods	method	NOUN
american_scientific_journal-12156	37	13	used	use	VERB
american_scientific_journal-12156	37	14	in	in	ADP
american_scientific_journal-12156	37	15	assessing	assess	VERB
american_scientific_journal-12156	37	16	the	the	DET
american_scientific_journal-12156	37	17	effectiveness	effectiveness	NOUN
american_scientific_journal-12156	37	18	of	of	ADP
american_scientific_journal-12156	37	19	the	the	DET
american_scientific_journal-12156	37	20	go	go	NOUN
american_scientific_journal-12156	37	21	program	program	NOUN
american_scientific_journal-12156	37	22	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	37	23	.	.	PUNCT
american_scientific_journal-12156	38	1	source	source	NOUN
american_scientific_journal-12156	38	2	selection	selection	NOUN
american_scientific_journal-12156	38	3	was	be	AUX
american_scientific_journal-12156	38	4	carried	carry	VERB
american_scientific_journal-12156	38	5	out	out	ADP
american_scientific_journal-12156	38	6	according	accord	VERB
american_scientific_journal-12156	38	7	to	to	ADP
american_scientific_journal-12156	38	8	principles	principle	NOUN
american_scientific_journal-12156	38	9	of	of	ADP
american_scientific_journal-12156	38	10	scientific	scientific	ADJ
american_scientific_journal-12156	38	11	validity	validity	NOUN
american_scientific_journal-12156	38	12	and	and	CCONJ
american_scientific_journal-12156	38	13	practical	practical	ADJ
american_scientific_journal-12156	38	14	applicability	applicability	NOUN
american_scientific_journal-12156	38	15	of	of	ADP
american_scientific_journal-12156	38	16	results	result	NOUN
american_scientific_journal-12156	38	17	.	.	PUNCT
american_scientific_journal-12156	39	1	the	the	DET
american_scientific_journal-12156	39	2	analysis	analysis	NOUN
american_scientific_journal-12156	39	3	included	include	VERB
american_scientific_journal-12156	39	4	publications	publication	NOUN
american_scientific_journal-12156	39	5	from	from	ADP
american_scientific_journal-12156	39	6	2021–2025	2021–2025	NUM
american_scientific_journal-12156	39	7	reflecting	reflect	VERB
american_scientific_journal-12156	39	8	modern	modern	ADJ
american_scientific_journal-12156	39	9	approaches	approach	NOUN
american_scientific_journal-12156	39	10	to	to	ADP
american_scientific_journal-12156	39	11	automatic	automatic	ADJ
american_scientific_journal-12156	39	12	collection	collection	NOUN
american_scientific_journal-12156	39	13	of	of	ADP
american_scientific_journal-12156	39	14	metrics	metric	NOUN
american_scientific_journal-12156	39	15	,	,	PUNCT
american_scientific_journal-12156	39	16	traces	trace	NOUN
american_scientific_journal-12156	39	17	,	,	PUNCT
american_scientific_journal-12156	39	18	and	and	CCONJ
american_scientific_journal-12156	39	19	context	context	NOUN
american_scientific_journal-12156	39	20	data	datum	NOUN
american_scientific_journal-12156	39	21	without	without	ADP
american_scientific_journal-12156	39	22	manual	manual	ADJ
american_scientific_journal-12156	39	23	code	code	NOUN
american_scientific_journal-12156	39	24	modifications	modification	NOUN
american_scientific_journal-12156	39	25	.	.	PUNCT
american_scientific_journal-12156	40	1	performance	performance	NOUN
american_scientific_journal-12156	40	2	evaluation	evaluation	NOUN
american_scientific_journal-12156	40	3	was	be	AUX
american_scientific_journal-12156	40	4	carried	carry	VERB
american_scientific_journal-12156	40	5	out	out	ADP
american_scientific_journal-12156	40	6	in	in	ADP
american_scientific_journal-12156	40	7	a	a	DET
american_scientific_journal-12156	40	8	go	go	NOUN
american_scientific_journal-12156	40	9	1.21	1.21	NUM
american_scientific_journal-12156	40	10	environment	environment	NOUN
american_scientific_journal-12156	40	11	using	use	VERB
american_scientific_journal-12156	40	12	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	40	13	sdk	sdk	PROPN
american_scientific_journal-12156	40	14	v1.28.0	v1.28.0	PROPN
american_scientific_journal-12156	40	15	and	and	CCONJ
american_scientific_journal-12156	40	16	datadog	datadog	VERB
american_scientific_journal-12156	40	17	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	40	18	v0.6.0	v0.6.0	NOUN
american_scientific_journal-12156	40	19	.	.	PUNCT
american_scientific_journal-12156	41	1	the	the	DET
american_scientific_journal-12156	41	2	study	study	NOUN
american_scientific_journal-12156	41	3	by	by	ADP
american_scientific_journal-12156	41	4	balis	balis	PROPN
american_scientific_journal-12156	41	5	b.	b.	PROPN
american_scientific_journal-12156	41	6	and	and	CCONJ
american_scientific_journal-12156	41	7	his	his	PRON
american_scientific_journal-12156	41	8	colleagues	colleague	NOUN
american_scientific_journal-12156	41	9	[	[	X
american_scientific_journal-12156	41	10	1	1	NUM
american_scientific_journal-12156	41	11	]	]	PUNCT
american_scientific_journal-12156	41	12	formulated	formulated	ADJ
american_scientific_journal-12156	41	13	observability	observability	NOUN
american_scientific_journal-12156	41	14	principles	principle	NOUN
american_scientific_journal-12156	41	15	for	for	ADP
american_scientific_journal-12156	41	16	scientific	scientific	ADJ
american_scientific_journal-12156	41	17	applications	application	NOUN
american_scientific_journal-12156	41	18	,	,	PUNCT
american_scientific_journal-12156	41	19	oriented	orient	VERB
american_scientific_journal-12156	41	20	towards	towards	ADP
american_scientific_journal-12156	41	21	unifying	unify	VERB
american_scientific_journal-12156	41	22	telemetry	telemetry	NOUN
american_scientific_journal-12156	41	23	data	datum	NOUN
american_scientific_journal-12156	41	24	.	.	PUNCT
american_scientific_journal-12156	42	1	the	the	DET
american_scientific_journal-12156	42	2	work	work	NOUN
american_scientific_journal-12156	42	3	of	of	ADP
american_scientific_journal-12156	42	4	hansen	hansen	PROPN
american_scientific_journal-12156	42	5	m.	m.	PROPN
american_scientific_journal-12156	42	6	&	&	CCONJ
american_scientific_journal-12156	42	7	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	42	8	w.	w.	PROPN
american_scientific_journal-12156	43	1	[	[	X
american_scientific_journal-12156	43	2	2	2	X
american_scientific_journal-12156	43	3	]	]	PUNCT
american_scientific_journal-12156	43	4	describes	describe	VERB
american_scientific_journal-12156	43	5	the	the	DET
american_scientific_journal-12156	43	6	application	application	NOUN
american_scientific_journal-12156	43	7	of	of	ADP
american_scientific_journal-12156	43	8	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	43	9	for	for	ADP
american_scientific_journal-12156	43	10	visualizing	visualize	VERB
american_scientific_journal-12156	43	11	data	datum	NOUN
american_scientific_journal-12156	43	12	flows	flow	NOUN
american_scientific_journal-12156	43	13	and	and	CCONJ
american_scientific_journal-12156	43	14	reducing	reduce	VERB
american_scientific_journal-12156	43	15	system	system	NOUN
american_scientific_journal-12156	43	16	load	load	NOUN
american_scientific_journal-12156	43	17	,	,	PUNCT
american_scientific_journal-12156	43	18	which	which	PRON
american_scientific_journal-12156	43	19	formed	form	VERB
american_scientific_journal-12156	43	20	the	the	DET
american_scientific_journal-12156	43	21	basis	basis	NOUN
american_scientific_journal-12156	43	22	for	for	ADP
american_scientific_journal-12156	43	23	analyzing	analyze	VERB
american_scientific_journal-12156	43	24	production	production	NOUN
american_scientific_journal-12156	43	25	metrics	metric	NOUN
american_scientific_journal-12156	43	26	.	.	PUNCT
american_scientific_journal-12156	44	1	the	the	DET
american_scientific_journal-12156	44	2	material	material	NOUN
american_scientific_journal-12156	44	3	by	by	ADP
american_scientific_journal-12156	44	4	nõu	nõu	PROPN
american_scientific_journal-12156	44	5	a.	a.	PROPN
american_scientific_journal-12156	44	6	and	and	CCONJ
american_scientific_journal-12156	44	7	his	his	PRON
american_scientific_journal-12156	44	8	colleagues	colleague	NOUN
american_scientific_journal-12156	44	9	[	[	X
american_scientific_journal-12156	44	10	3	3	NUM
american_scientific_journal-12156	44	11	]	]	PUNCT
american_scientific_journal-12156	44	12	presents	present	VERB
american_scientific_journal-12156	44	13	a	a	DET
american_scientific_journal-12156	44	14	quantitative	quantitative	ADJ
american_scientific_journal-12156	44	15	assessment	assessment	NOUN
american_scientific_journal-12156	44	16	of	of	ADP
american_scientific_journal-12156	44	17	tracing	trace	VERB
american_scientific_journal-12156	44	18	overhead	overhead	NOUN
american_scientific_journal-12156	44	19	in	in	ADP
american_scientific_journal-12156	44	20	microservice	microservice	NOUN
american_scientific_journal-12156	44	21	and	and	CCONJ
american_scientific_journal-12156	44	22	serverless	serverless	NOUN
american_scientific_journal-12156	44	23	systems	system	NOUN
american_scientific_journal-12156	44	24	,	,	PUNCT
american_scientific_journal-12156	44	25	used	use	VERB
american_scientific_journal-12156	44	26	to	to	PART
american_scientific_journal-12156	44	27	compare	compare	VERB
american_scientific_journal-12156	44	28	the	the	DET
american_scientific_journal-12156	44	29	performance	performance	NOUN
american_scientific_journal-12156	44	30	of	of	ADP
american_scientific_journal-12156	44	31	go	go	VERB
american_scientific_journal-12156	44	32	application	application	NOUN
american_scientific_journal-12156	44	33	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	44	34	.	.	PUNCT
american_scientific_journal-12156	45	1	the	the	DET
american_scientific_journal-12156	45	2	research	research	NOUN
american_scientific_journal-12156	45	3	by	by	ADP
american_scientific_journal-12156	45	4	yang	yang	PROPN
american_scientific_journal-12156	45	5	s.	s.	PROPN
american_scientific_journal-12156	45	6	and	and	CCONJ
american_scientific_journal-12156	45	7	his	his	PRON
american_scientific_journal-12156	45	8	colleagues	colleague	NOUN
american_scientific_journal-12156	46	1	[	[	X
american_scientific_journal-12156	46	2	4	4	X
american_scientific_journal-12156	46	3	]	]	PUNCT
american_scientific_journal-12156	46	4	using	use	VERB
american_scientific_journal-12156	46	5	cloudprofiler	cloudprofiler	NOUN
american_scientific_journal-12156	46	6	allowed	allow	VERB
american_scientific_journal-12156	46	7	accounting	account	VERB
american_scientific_journal-12156	46	8	for	for	ADP
american_scientific_journal-12156	46	9	the	the	DET
american_scientific_journal-12156	46	10	impact	impact	NOUN
american_scientific_journal-12156	46	11	of	of	ADP
american_scientific_journal-12156	46	12	built	build	VERB
american_scientific_journal-12156	46	13	-	-	PUNCT
american_scientific_journal-12156	46	14	in	in	ADP
american_scientific_journal-12156	46	15	profiling	profiling	NOUN
american_scientific_journal-12156	46	16	on	on	ADP
american_scientific_journal-12156	46	17	response	response	NOUN
american_scientific_journal-12156	46	18	time	time	NOUN
american_scientific_journal-12156	46	19	when	when	SCONJ
american_scientific_journal-12156	46	20	assessing	assess	VERB
american_scientific_journal-12156	46	21	compile	compile	NOUN
american_scientific_journal-12156	46	22	-	-	PUNCT
american_scientific_journal-12156	46	23	time	time	NOUN
american_scientific_journal-12156	46	24	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	46	25	costs	cost	NOUN
american_scientific_journal-12156	46	26	.	.	PUNCT
american_scientific_journal-12156	47	1	the	the	DET
american_scientific_journal-12156	47	2	publication	publication	NOUN
american_scientific_journal-12156	47	3	by	by	ADP
american_scientific_journal-12156	47	4	shin	shin	PROPN
american_scientific_journal-12156	47	5	j.	j.	PROPN
american_scientific_journal-12156	47	6	and	and	CCONJ
american_scientific_journal-12156	47	7	his	his	PRON
american_scientific_journal-12156	47	8	colleagues	colleague	NOUN
american_scientific_journal-12156	47	9	[	[	X
american_scientific_journal-12156	47	10	5	5	NUM
american_scientific_journal-12156	47	11	]	]	PUNCT
american_scientific_journal-12156	47	12	examined	examine	VERB
american_scientific_journal-12156	47	13	methods	method	NOUN
american_scientific_journal-12156	47	14	for	for	ADP
american_scientific_journal-12156	47	15	collecting	collect	VERB
american_scientific_journal-12156	47	16	telemetry	telemetry	NOUN
american_scientific_journal-12156	47	17	in	in	ADP
american_scientific_journal-12156	47	18	the	the	DET
american_scientific_journal-12156	47	19	operating	operating	NOUN
american_scientific_journal-12156	47	20	system	system	NOUN
american_scientific_journal-12156	47	21	kernel	kernel	NOUN
american_scientific_journal-12156	47	22	,	,	PUNCT
american_scientific_journal-12156	47	23	providing	provide	VERB
american_scientific_journal-12156	47	24	a	a	DET
american_scientific_journal-12156	47	25	basis	basis	NOUN
american_scientific_journal-12156	47	26	for	for	ADP
american_scientific_journal-12156	47	27	comparison	comparison	NOUN
american_scientific_journal-12156	47	28	with	with	ADP
american_scientific_journal-12156	47	29	ebpf	ebpf	ADJ
american_scientific_journal-12156	47	30	solutions	solution	NOUN
american_scientific_journal-12156	47	31	.	.	PUNCT
american_scientific_journal-12156	48	1	the	the	DET
american_scientific_journal-12156	48	2	work	work	NOUN
american_scientific_journal-12156	48	3	of	of	ADP
american_scientific_journal-12156	48	4	yang	yang	PROPN
american_scientific_journal-12156	48	5	w.	w.	PROPN
american_scientific_journal-12156	48	6	and	and	CCONJ
american_scientific_journal-12156	48	7	his	his	PRON
american_scientific_journal-12156	48	8	colleagues	colleague	NOUN
american_scientific_journal-12156	48	9	[	[	X
american_scientific_journal-12156	48	10	6	6	NUM
american_scientific_journal-12156	48	11	]	]	PUNCT
american_scientific_journal-12156	48	12	presents	present	VERB
american_scientific_journal-12156	48	13	the	the	DET
american_scientific_journal-12156	48	14	nahida	nahida	PROPN
american_scientific_journal-12156	48	15	system	system	NOUN
american_scientific_journal-12156	48	16	,	,	PUNCT
american_scientific_journal-12156	48	17	which	which	PRON
american_scientific_journal-12156	48	18	implements	implement	VERB
american_scientific_journal-12156	48	19	non	non	ADJ
american_scientific_journal-12156	48	20	-	-	ADJ
american_scientific_journal-12156	48	21	invasive	invasive	ADJ
american_scientific_journal-12156	48	22	distributed	distribute	VERB
american_scientific_journal-12156	48	23	tracing	tracing	NOUN
american_scientific_journal-12156	48	24	using	use	VERB
american_scientific_journal-12156	48	25	ebpf	ebpf	NOUN
american_scientific_journal-12156	48	26	.	.	PUNCT
american_scientific_journal-12156	49	1	jia	jia	PROPN
american_scientific_journal-12156	49	2	j.	j.	PROPN
american_scientific_journal-12156	49	3	and	and	CCONJ
american_scientific_journal-12156	49	4	his	his	PRON
american_scientific_journal-12156	49	5	colleagues	colleague	NOUN
american_scientific_journal-12156	50	1	[	[	X
american_scientific_journal-12156	50	2	7	7	X
american_scientific_journal-12156	50	3	]	]	PUNCT
american_scientific_journal-12156	50	4	presented	present	VERB
american_scientific_journal-12156	50	5	a	a	DET
american_scientific_journal-12156	50	6	secure	secure	ADJ
american_scientific_journal-12156	50	7	kernel	kernel	NOUN
american_scientific_journal-12156	50	8	extension	extension	NOUN
american_scientific_journal-12156	50	9	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	50	10	,	,	PUNCT
american_scientific_journal-12156	50	11	allowing	allow	VERB
american_scientific_journal-12156	50	12	the	the	DET
american_scientific_journal-12156	50	13	definition	definition	NOUN
american_scientific_journal-12156	50	14	of	of	ADP
american_scientific_journal-12156	50	15	security	security	NOUN
american_scientific_journal-12156	50	16	and	and	CCONJ
american_scientific_journal-12156	50	17	manageability	manageability	NOUN
american_scientific_journal-12156	50	18	requirements	requirement	NOUN
american_scientific_journal-12156	50	19	for	for	ADP
american_scientific_journal-12156	50	20	ebpf	ebpf	ADJ
american_scientific_journal-12156	50	21	solutions	solution	NOUN
american_scientific_journal-12156	50	22	.	.	PUNCT
american_scientific_journal-12156	51	1	the	the	DET
american_scientific_journal-12156	51	2	study	study	NOUN
american_scientific_journal-12156	51	3	by	by	ADP
american_scientific_journal-12156	51	4	shen	shen	PROPN
american_scientific_journal-12156	51	5	j.	j.	PROPN
american_scientific_journal-12156	51	6	and	and	CCONJ
american_scientific_journal-12156	51	7	his	his	PRON
american_scientific_journal-12156	51	8	colleagues	colleague	NOUN
american_scientific_journal-12156	51	9	[	[	X
american_scientific_journal-12156	51	10	8	8	NUM
american_scientific_journal-12156	51	11	]	]	PUNCT
american_scientific_journal-12156	51	12	describes	describe	VERB
american_scientific_journal-12156	51	13	the	the	DET
american_scientific_journal-12156	51	14	deepflow	deepflow	ADJ
american_scientific_journal-12156	51	15	platform	platform	NOUN
american_scientific_journal-12156	51	16	for	for	ADP
american_scientific_journal-12156	51	17	codeless	codeless	NOUN
american_scientific_journal-12156	51	18	microservice	microservice	NOUN
american_scientific_journal-12156	51	19	tracing	tracing	PROPN
american_scientific_journal-12156	51	20	,	,	PUNCT
american_scientific_journal-12156	51	21	which	which	PRON
american_scientific_journal-12156	51	22	allowed	allow	VERB
american_scientific_journal-12156	51	23	highlighting	highlight	VERB
american_scientific_journal-12156	51	24	the	the	DET
american_scientific_journal-12156	51	25	limitations	limitation	NOUN
american_scientific_journal-12156	51	26	of	of	ADP
american_scientific_journal-12156	51	27	algorithmic	algorithmic	ADJ
american_scientific_journal-12156	51	28	aggregation	aggregation	NOUN
american_scientific_journal-12156	51	29	and	and	CCONJ
american_scientific_journal-12156	51	30	applying	apply	VERB
american_scientific_journal-12156	51	31	them	they	PRON
american_scientific_journal-12156	51	32	when	when	SCONJ
american_scientific_journal-12156	51	33	analyzing	analyze	VERB
american_scientific_journal-12156	51	34	the	the	DET
american_scientific_journal-12156	51	35	accuracy	accuracy	NOUN
american_scientific_journal-12156	51	36	of	of	ADP
american_scientific_journal-12156	51	37	causal	causal	ADJ
american_scientific_journal-12156	51	38	relationship	relationship	NOUN
american_scientific_journal-12156	51	39	reconstruction	reconstruction	NOUN
american_scientific_journal-12156	51	40	.	.	PUNCT
american_scientific_journal-12156	52	1	in	in	ADP
american_scientific_journal-12156	52	2	the	the	DET
american_scientific_journal-12156	52	3	publication	publication	NOUN
american_scientific_journal-12156	52	4	by	by	ADP
american_scientific_journal-12156	52	5	risdianto	risdianto	NOUN
american_scientific_journal-12156	52	6	a.	a.	NOUN
american_scientific_journal-12156	52	7	and	and	CCONJ
american_scientific_journal-12156	52	8	his	his	PRON
american_scientific_journal-12156	52	9	colleagues	colleague	NOUN
american_scientific_journal-12156	52	10	[	[	X
american_scientific_journal-12156	52	11	9	9	NUM
american_scientific_journal-12156	52	12	]	]	PUNCT
american_scientific_journal-12156	52	13	,	,	PUNCT
american_scientific_journal-12156	52	14	a	a	DET
american_scientific_journal-12156	52	15	concept	concept	NOUN
american_scientific_journal-12156	52	16	of	of	ADP
american_scientific_journal-12156	52	17	flexible	flexible	ADJ
american_scientific_journal-12156	52	18	network	network	NOUN
american_scientific_journal-12156	52	19	flow	flow	NOUN
american_scientific_journal-12156	52	20	management	management	NOUN
american_scientific_journal-12156	52	21	based	base	VERB
american_scientific_journal-12156	52	22	on	on	ADP
american_scientific_journal-12156	52	23	data	datum	NOUN
american_scientific_journal-12156	52	24	visibility	visibility	NOUN
american_scientific_journal-12156	52	25	was	be	AUX
american_scientific_journal-12156	52	26	developed	develop	VERB
american_scientific_journal-12156	52	27	,	,	PUNCT
american_scientific_journal-12156	52	28	providing	provide	VERB
american_scientific_journal-12156	52	29	an	an	DET
american_scientific_journal-12156	52	30	analogy	analogy	NOUN
american_scientific_journal-12156	52	31	with	with	ADP
american_scientific_journal-12156	52	32	contextual	contextual	ADJ
american_scientific_journal-12156	52	33	trace	trace	NOUN
american_scientific_journal-12156	52	34	propagation	propagation	NOUN
american_scientific_journal-12156	52	35	in	in	ADP
american_scientific_journal-12156	52	36	go	go	NOUN
american_scientific_journal-12156	52	37	telemetry	telemetry	NOUN
american_scientific_journal-12156	52	38	systems	system	NOUN
american_scientific_journal-12156	52	39	.	.	PUNCT
american_scientific_journal-12156	53	1	the	the	DET
american_scientific_journal-12156	53	2	work	work	NOUN
american_scientific_journal-12156	53	3	of	of	ADP
american_scientific_journal-12156	53	4	sabbioni	sabbioni	ADJ
american_scientific_journal-12156	53	5	a.	a.	NOUN
american_scientific_journal-12156	53	6	and	and	CCONJ
american_scientific_journal-12156	53	7	his	his	PRON
american_scientific_journal-12156	53	8	colleagues	colleague	NOUN
american_scientific_journal-12156	53	9	[	[	X
american_scientific_journal-12156	53	10	10	10	NUM
american_scientific_journal-12156	53	11	]	]	PUNCT
american_scientific_journal-12156	53	12	considers	consider	VERB
american_scientific_journal-12156	53	13	observability	observability	NOUN
american_scientific_journal-12156	53	14	as	as	ADP
american_scientific_journal-12156	53	15	a	a	DET
american_scientific_journal-12156	53	16	factor	factor	NOUN
american_scientific_journal-12156	53	17	of	of	ADP
american_scientific_journal-12156	53	18	digital	digital	ADJ
american_scientific_journal-12156	53	19	ecosystem	ecosystem	NOUN
american_scientific_journal-12156	53	20	resilience	resilience	NOUN
american_scientific_journal-12156	53	21	in	in	ADP
american_scientific_journal-12156	53	22	industry	industry	NOUN
american_scientific_journal-12156	53	23	5.0	5.0	NUM
american_scientific_journal-12156	53	24	,	,	PUNCT
american_scientific_journal-12156	53	25	allowing	allow	VERB
american_scientific_journal-12156	53	26	the	the	DET
american_scientific_journal-12156	53	27	inclusion	inclusion	NOUN
american_scientific_journal-12156	53	28	of	of	ADP
american_scientific_journal-12156	53	29	a	a	DET
american_scientific_journal-12156	53	30	socio	socio	NOUN
american_scientific_journal-12156	53	31	-	-	PUNCT
american_scientific_journal-12156	53	32	technological	technological	ADJ
american_scientific_journal-12156	53	33	context	context	NOUN
american_scientific_journal-12156	53	34	in	in	ADP
american_scientific_journal-12156	53	35	justifying	justify	VERB
american_scientific_journal-12156	53	36	the	the	DET
american_scientific_journal-12156	53	37	relevance	relevance	NOUN
american_scientific_journal-12156	53	38	of	of	ADP
american_scientific_journal-12156	53	39	hybrid	hybrid	ADJ
american_scientific_journal-12156	53	40	observation	observation	NOUN
american_scientific_journal-12156	53	41	solutions	solution	NOUN
american_scientific_journal-12156	53	42	.	.	PUNCT
american_scientific_journal-12156	54	1	thus	thus	ADV
american_scientific_journal-12156	54	2	,	,	PUNCT
american_scientific_journal-12156	54	3	the	the	DET
american_scientific_journal-12156	54	4	methodological	methodological	ADJ
american_scientific_journal-12156	54	5	strategy	strategy	NOUN
american_scientific_journal-12156	54	6	is	be	AUX
american_scientific_journal-12156	54	7	based	base	VERB
american_scientific_journal-12156	54	8	on	on	ADP
american_scientific_journal-12156	54	9	a	a	DET
american_scientific_journal-12156	54	10	systematic	systematic	ADJ
american_scientific_journal-12156	54	11	analysis	analysis	NOUN
american_scientific_journal-12156	54	12	of	of	ADP
american_scientific_journal-12156	54	13	international	international	ADJ
american_scientific_journal-12156	54	14	research	research	NOUN
american_scientific_journal-12156	54	15	combining	combine	VERB
american_scientific_journal-12156	54	16	software	software	NOUN
american_scientific_journal-12156	54	17	american	american	ADJ
american_scientific_journal-12156	54	18	academic	academic	ADJ
american_scientific_journal-12156	54	19	scientific	scientific	ADJ
american_scientific_journal-12156	54	20	research	research	NOUN
american_scientific_journal-12156	54	21	journal	journal	NOUN
american_scientific_journal-12156	54	22	for	for	ADP
american_scientific_journal-12156	54	23	engineering	engineering	NOUN
american_scientific_journal-12156	54	24	,	,	PUNCT
american_scientific_journal-12156	54	25	technology	technology	NOUN
american_scientific_journal-12156	54	26	,	,	PUNCT
american_scientific_journal-12156	54	27	and	and	CCONJ
american_scientific_journal-12156	54	28	sciences	science	NOUN
american_scientific_journal-12156	54	29	(	(	PUNCT
american_scientific_journal-12156	54	30	asrjets	asrjet	NOUN
american_scientific_journal-12156	54	31	)	)	PUNCT
american_scientific_journal-12156	54	32	volume	volume	NOUN
american_scientific_journal-12156	54	33	103	103	NUM
american_scientific_journal-12156	54	34	,	,	PUNCT
american_scientific_journal-12156	54	35	no	no	DET
american_scientific_journal-12156	54	36	1	1	NUM
american_scientific_journal-12156	54	37	,	,	PUNCT
american_scientific_journal-12156	54	38	pp	pp	ADV
american_scientific_journal-12156	54	39	485	485	NUM
american_scientific_journal-12156	54	40	-	-	SYM
american_scientific_journal-12156	54	41	494	494	NUM
american_scientific_journal-12156	54	42	488	488	NUM
american_scientific_journal-12156	54	43	engineering	engineering	NOUN
american_scientific_journal-12156	54	44	,	,	PUNCT
american_scientific_journal-12156	54	45	architectural	architectural	ADJ
american_scientific_journal-12156	54	46	,	,	PUNCT
american_scientific_journal-12156	54	47	and	and	CCONJ
american_scientific_journal-12156	54	48	analytical	analytical	ADJ
american_scientific_journal-12156	54	49	approaches	approach	NOUN
american_scientific_journal-12156	54	50	.	.	PUNCT
american_scientific_journal-12156	55	1	the	the	DET
american_scientific_journal-12156	55	2	methods	method	NOUN
american_scientific_journal-12156	55	3	used	use	VERB
american_scientific_journal-12156	55	4	—	—	PUNCT
american_scientific_journal-12156	55	5	instrumental	instrumental	ADJ
american_scientific_journal-12156	55	6	experiment	experiment	NOUN
american_scientific_journal-12156	55	7	,	,	PUNCT
american_scientific_journal-12156	55	8	comparative	comparative	ADJ
american_scientific_journal-12156	55	9	performance	performance	NOUN
american_scientific_journal-12156	55	10	analysis	analysis	NOUN
american_scientific_journal-12156	55	11	,	,	PUNCT
american_scientific_journal-12156	55	12	and	and	CCONJ
american_scientific_journal-12156	55	13	contextual	contextual	ADJ
american_scientific_journal-12156	55	14	interpretation	interpretation	NOUN
american_scientific_journal-12156	55	15	of	of	ADP
american_scientific_journal-12156	55	16	observability	observability	NOUN
american_scientific_journal-12156	55	17	data	datum	NOUN
american_scientific_journal-12156	55	18	—	—	PUNCT
american_scientific_journal-12156	55	19	provided	provide	VERB
american_scientific_journal-12156	55	20	the	the	DET
american_scientific_journal-12156	55	21	opportunity	opportunity	NOUN
american_scientific_journal-12156	55	22	for	for	ADP
american_scientific_journal-12156	55	23	an	an	DET
american_scientific_journal-12156	55	24	objective	objective	ADJ
american_scientific_journal-12156	55	25	comparison	comparison	NOUN
american_scientific_journal-12156	55	26	of	of	ADP
american_scientific_journal-12156	55	27	compile	compile	NOUN
american_scientific_journal-12156	55	28	-	-	PUNCT
american_scientific_journal-12156	55	29	time	time	NOUN
american_scientific_journal-12156	55	30	and	and	CCONJ
american_scientific_journal-12156	55	31	runtime	runtime	NOUN
american_scientific_journal-12156	55	32	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	55	33	,	,	PUNCT
american_scientific_journal-12156	55	34	and	and	CCONJ
american_scientific_journal-12156	55	35	the	the	DET
american_scientific_journal-12156	55	36	development	development	NOUN
american_scientific_journal-12156	55	37	of	of	ADP
american_scientific_journal-12156	55	38	recommendations	recommendation	NOUN
american_scientific_journal-12156	55	39	for	for	ADP
american_scientific_journal-12156	55	40	their	their	PRON
american_scientific_journal-12156	55	41	integration	integration	NOUN
american_scientific_journal-12156	55	42	into	into	ADP
american_scientific_journal-12156	55	43	a	a	DET
american_scientific_journal-12156	55	44	unified	unified	ADJ
american_scientific_journal-12156	55	45	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	55	46	architecture	architecture	NOUN
american_scientific_journal-12156	55	47	.	.	PUNCT
american_scientific_journal-12156	56	1	3.results	3.results	NUM
american_scientific_journal-12156	56	2	the	the	DET
american_scientific_journal-12156	56	3	study	study	NOUN
american_scientific_journal-12156	56	4	analyzed	analyze	VERB
american_scientific_journal-12156	56	5	modern	modern	ADJ
american_scientific_journal-12156	56	6	implementations	implementation	NOUN
american_scientific_journal-12156	56	7	of	of	ADP
american_scientific_journal-12156	56	8	automatic	automatic	ADJ
american_scientific_journal-12156	56	9	compile	compile	NOUN
american_scientific_journal-12156	56	10	-	-	PUNCT
american_scientific_journal-12156	56	11	time	time	NOUN
american_scientific_journal-12156	56	12	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	56	13	for	for	ADP
american_scientific_journal-12156	56	14	the	the	DET
american_scientific_journal-12156	56	15	go	go	NOUN
american_scientific_journal-12156	56	16	language	language	NOUN
american_scientific_journal-12156	56	17	based	base	VERB
american_scientific_journal-12156	56	18	on	on	ADP
american_scientific_journal-12156	56	19	the	the	DET
american_scientific_journal-12156	56	20	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	56	21	architecture	architecture	NOUN
american_scientific_journal-12156	56	22	and	and	CCONJ
american_scientific_journal-12156	56	23	the	the	DET
american_scientific_journal-12156	56	24	industrial	industrial	ADJ
american_scientific_journal-12156	56	25	datadog	datadog	NOUN
american_scientific_journal-12156	56	26	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	56	27	solution	solution	NOUN
american_scientific_journal-12156	56	28	.	.	PUNCT
american_scientific_journal-12156	57	1	main	main	ADJ
american_scientific_journal-12156	57	2	attention	attention	NOUN
american_scientific_journal-12156	57	3	was	be	AUX
american_scientific_journal-12156	57	4	paid	pay	VERB
american_scientific_journal-12156	57	5	to	to	ADP
american_scientific_journal-12156	57	6	architectural	architectural	ADJ
american_scientific_journal-12156	57	7	principles	principle	NOUN
american_scientific_journal-12156	57	8	,	,	PUNCT
american_scientific_journal-12156	57	9	injection	injection	NOUN
american_scientific_journal-12156	57	10	mechanisms	mechanism	NOUN
american_scientific_journal-12156	57	11	,	,	PUNCT
american_scientific_journal-12156	57	12	and	and	CCONJ
american_scientific_journal-12156	57	13	assessment	assessment	NOUN
american_scientific_journal-12156	57	14	of	of	ADP
american_scientific_journal-12156	57	15	system	system	NOUN
american_scientific_journal-12156	57	16	operational	operational	ADJ
american_scientific_journal-12156	57	17	properties	property	NOUN
american_scientific_journal-12156	57	18	.	.	PUNCT
american_scientific_journal-12156	58	1	according	accord	VERB
american_scientific_journal-12156	58	2	to	to	ADP
american_scientific_journal-12156	58	3	the	the	DET
american_scientific_journal-12156	58	4	research	research	NOUN
american_scientific_journal-12156	58	5	by	by	ADP
american_scientific_journal-12156	58	6	hansen	hansen	PROPN
american_scientific_journal-12156	58	7	m.	m.	PROPN
american_scientific_journal-12156	58	8	&	&	CCONJ
american_scientific_journal-12156	58	9	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	58	10	w.	w.	PROPN
american_scientific_journal-12156	58	11	[	[	X
american_scientific_journal-12156	58	12	2	2	NUM
american_scientific_journal-12156	58	13	]	]	PUNCT
american_scientific_journal-12156	58	14	,	,	PUNCT
american_scientific_journal-12156	58	15	the	the	DET
american_scientific_journal-12156	58	16	key	key	ADJ
american_scientific_journal-12156	58	17	task	task	NOUN
american_scientific_journal-12156	58	18	of	of	ADP
american_scientific_journal-12156	58	19	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	58	20	is	be	AUX
american_scientific_journal-12156	58	21	to	to	PART
american_scientific_journal-12156	58	22	ensure	ensure	VERB
american_scientific_journal-12156	58	23	end	end	VERB
american_scientific_journal-12156	58	24	-	-	PUNCT
american_scientific_journal-12156	58	25	to	to	ADP
american_scientific_journal-12156	58	26	-	-	PUNCT
american_scientific_journal-12156	58	27	end	end	NOUN
american_scientific_journal-12156	58	28	tracing	trace	VERB
american_scientific_journal-12156	58	29	without	without	ADP
american_scientific_journal-12156	58	30	developer	developer	NOUN
american_scientific_journal-12156	58	31	intervention	intervention	NOUN
american_scientific_journal-12156	58	32	in	in	ADP
american_scientific_journal-12156	58	33	the	the	DET
american_scientific_journal-12156	58	34	source	source	NOUN
american_scientific_journal-12156	58	35	code	code	NOUN
american_scientific_journal-12156	58	36	.	.	PUNCT
american_scientific_journal-12156	59	1	unlike	unlike	ADP
american_scientific_journal-12156	59	2	dynamic	dynamic	ADJ
american_scientific_journal-12156	59	3	approaches	approach	NOUN
american_scientific_journal-12156	59	4	,	,	PUNCT
american_scientific_journal-12156	59	5	compile	compile	NOUN
american_scientific_journal-12156	59	6	-	-	PUNCT
american_scientific_journal-12156	59	7	time	time	NOUN
american_scientific_journal-12156	59	8	solutions	solution	NOUN
american_scientific_journal-12156	59	9	operate	operate	VERB
american_scientific_journal-12156	59	10	within	within	ADP
american_scientific_journal-12156	59	11	the	the	DET
american_scientific_journal-12156	59	12	build	build	NOUN
american_scientific_journal-12156	59	13	process	process	NOUN
american_scientific_journal-12156	59	14	,	,	PUNCT
american_scientific_journal-12156	59	15	using	use	VERB
american_scientific_journal-12156	59	16	abstract	abstract	ADJ
american_scientific_journal-12156	59	17	syntax	syntax	NOUN
american_scientific_journal-12156	59	18	tree	tree	NOUN
american_scientific_journal-12156	59	19	analysis	analysis	NOUN
american_scientific_journal-12156	59	20	to	to	PART
american_scientific_journal-12156	59	21	add	add	VERB
american_scientific_journal-12156	59	22	telemetry	telemetry	NOUN
american_scientific_journal-12156	59	23	calls	call	NOUN
american_scientific_journal-12156	59	24	to	to	ADP
american_scientific_journal-12156	59	25	target	target	NOUN
american_scientific_journal-12156	59	26	functions	function	NOUN
american_scientific_journal-12156	59	27	automatically	automatically	ADV
american_scientific_journal-12156	59	28	.	.	PUNCT
american_scientific_journal-12156	60	1	this	this	DET
american_scientific_journal-12156	60	2	technique	technique	NOUN
american_scientific_journal-12156	60	3	preserves	preserve	NOUN
american_scientific_journal-12156	60	4	go	go	VERB
american_scientific_journal-12156	60	5	's	's	PART
american_scientific_journal-12156	60	6	strict	strict	ADJ
american_scientific_journal-12156	60	7	type	type	NOUN
american_scientific_journal-12156	60	8	safety	safety	NOUN
american_scientific_journal-12156	60	9	and	and	CCONJ
american_scientific_journal-12156	60	10	does	do	AUX
american_scientific_journal-12156	60	11	not	not	PART
american_scientific_journal-12156	60	12	violate	violate	VERB
american_scientific_journal-12156	60	13	the	the	DET
american_scientific_journal-12156	60	14	executable	executable	ADJ
american_scientific_journal-12156	60	15	file	file	NOUN
american_scientific_journal-12156	60	16	structure	structure	NOUN
american_scientific_journal-12156	60	17	.	.	PUNCT
american_scientific_journal-12156	61	1	the	the	DET
american_scientific_journal-12156	61	2	datadog	datadog	ADJ
american_scientific_journal-12156	61	3	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	61	4	system	system	NOUN
american_scientific_journal-12156	61	5	implements	implement	VERB
american_scientific_journal-12156	61	6	a	a	DET
american_scientific_journal-12156	61	7	three	three	NUM
american_scientific_journal-12156	61	8	-	-	PUNCT
american_scientific_journal-12156	61	9	phase	phase	NOUN
american_scientific_journal-12156	61	10	analysis	analysis	NOUN
american_scientific_journal-12156	61	11	architecture	architecture	NOUN
american_scientific_journal-12156	61	12	:	:	PUNCT
american_scientific_journal-12156	61	13	(	(	PUNCT
american_scientific_journal-12156	61	14	1	1	X
american_scientific_journal-12156	61	15	)	)	PUNCT
american_scientific_journal-12156	61	16	ast	ast	NOUN
american_scientific_journal-12156	61	17	construction	construction	NOUN
american_scientific_journal-12156	61	18	and	and	CCONJ
american_scientific_journal-12156	61	19	traversal	traversal	NOUN
american_scientific_journal-12156	61	20	,	,	PUNCT
american_scientific_journal-12156	61	21	(	(	PUNCT
american_scientific_journal-12156	61	22	2	2	X
american_scientific_journal-12156	61	23	)	)	PUNCT
american_scientific_journal-12156	61	24	injection	injection	NOUN
american_scientific_journal-12156	61	25	of	of	ADP
american_scientific_journal-12156	61	26	instrumenter	instrumenter	NOUN
american_scientific_journal-12156	61	27	,	,	PUNCT
american_scientific_journal-12156	61	28	extractor	extractor	NOUN
american_scientific_journal-12156	61	29	,	,	PUNCT
american_scientific_journal-12156	61	30	and	and	CCONJ
american_scientific_journal-12156	61	31	operationlistener	operationlistener	NOUN
american_scientific_journal-12156	61	32	interfaces	interface	NOUN
american_scientific_journal-12156	61	33	,	,	PUNCT
american_scientific_journal-12156	61	34	and	and	CCONJ
american_scientific_journal-12156	61	35	(	(	PUNCT
american_scientific_journal-12156	61	36	3	3	X
american_scientific_journal-12156	61	37	)	)	PUNCT
american_scientific_journal-12156	61	38	generation	generation	NOUN
american_scientific_journal-12156	61	39	of	of	ADP
american_scientific_journal-12156	61	40	an	an	DET
american_scientific_journal-12156	61	41	updated	update	VERB
american_scientific_journal-12156	61	42	binary	binary	ADJ
american_scientific_journal-12156	61	43	file	file	NOUN
american_scientific_journal-12156	61	44	with	with	ADP
american_scientific_journal-12156	61	45	integrated	integrate	VERB
american_scientific_journal-12156	61	46	telemetry	telemetry	NOUN
american_scientific_journal-12156	61	47	collection	collection	NOUN
american_scientific_journal-12156	61	48	logic	logic	NOUN
american_scientific_journal-12156	61	49	[	[	X
american_scientific_journal-12156	61	50	7	7	NUM
american_scientific_journal-12156	61	51	]	]	PUNCT
american_scientific_journal-12156	61	52	.	.	PUNCT
american_scientific_journal-12156	62	1	these	these	DET
american_scientific_journal-12156	62	2	interfaces	interface	NOUN
american_scientific_journal-12156	62	3	ensure	ensure	VERB
american_scientific_journal-12156	62	4	abstraction	abstraction	NOUN
american_scientific_journal-12156	62	5	of	of	ADP
american_scientific_journal-12156	62	6	tracing	trace	VERB
american_scientific_journal-12156	62	7	operations	operation	NOUN
american_scientific_journal-12156	62	8	,	,	PUNCT
american_scientific_journal-12156	62	9	allowing	allow	VERB
american_scientific_journal-12156	62	10	a	a	DET
american_scientific_journal-12156	62	11	single	single	ADJ
american_scientific_journal-12156	62	12	set	set	NOUN
american_scientific_journal-12156	62	13	of	of	ADP
american_scientific_journal-12156	62	14	tools	tool	NOUN
american_scientific_journal-12156	62	15	to	to	PART
american_scientific_journal-12156	62	16	be	be	AUX
american_scientific_journal-12156	62	17	applied	apply	VERB
american_scientific_journal-12156	62	18	to	to	ADP
american_scientific_journal-12156	62	19	various	various	ADJ
american_scientific_journal-12156	62	20	libraries	library	NOUN
american_scientific_journal-12156	62	21	(	(	PUNCT
american_scientific_journal-12156	62	22	net	net	ADJ
american_scientific_journal-12156	62	23	/	/	SYM
american_scientific_journal-12156	62	24	http	http	ADJ
american_scientific_journal-12156	62	25	,	,	PUNCT
american_scientific_journal-12156	62	26	database	database	NOUN
american_scientific_journal-12156	62	27	/	/	SYM
american_scientific_journal-12156	62	28	sql	sql	NOUN
american_scientific_journal-12156	62	29	,	,	PUNCT
american_scientific_journal-12156	62	30	grpc	grpc	NOUN
american_scientific_journal-12156	62	31	)	)	PUNCT
american_scientific_journal-12156	62	32	without	without	ADP
american_scientific_journal-12156	62	33	changing	change	VERB
american_scientific_journal-12156	62	34	user	user	NOUN
american_scientific_journal-12156	62	35	code.the	code.the	DET
american_scientific_journal-12156	62	36	study	study	NOUN
american_scientific_journal-12156	62	37	by	by	ADP
american_scientific_journal-12156	62	38	risdianto	risdianto	NOUN
american_scientific_journal-12156	62	39	a.	a.	NOUN
american_scientific_journal-12156	62	40	and	and	CCONJ
american_scientific_journal-12156	62	41	his	his	PRON
american_scientific_journal-12156	62	42	colleagues	colleague	NOUN
american_scientific_journal-12156	62	43	[	[	X
american_scientific_journal-12156	62	44	9	9	NUM
american_scientific_journal-12156	62	45	]	]	PUNCT
american_scientific_journal-12156	62	46	emphasizes	emphasize	VERB
american_scientific_journal-12156	62	47	that	that	SCONJ
american_scientific_journal-12156	62	48	such	such	DET
american_scientific_journal-12156	62	49	a	a	DET
american_scientific_journal-12156	62	50	modular	modular	ADJ
american_scientific_journal-12156	62	51	architecture	architecture	NOUN
american_scientific_journal-12156	62	52	increases	increase	VERB
american_scientific_journal-12156	62	53	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	62	54	flexibility	flexibility	NOUN
american_scientific_journal-12156	62	55	and	and	CCONJ
american_scientific_journal-12156	62	56	allows	allow	VERB
american_scientific_journal-12156	62	57	adapting	adapt	VERB
american_scientific_journal-12156	62	58	data	datum	NOUN
american_scientific_journal-12156	62	59	collection	collection	NOUN
american_scientific_journal-12156	62	60	to	to	ADP
american_scientific_journal-12156	62	61	the	the	DET
american_scientific_journal-12156	62	62	context	context	NOUN
american_scientific_journal-12156	62	63	of	of	ADP
american_scientific_journal-12156	62	64	network	network	NOUN
american_scientific_journal-12156	62	65	interactions	interaction	NOUN
american_scientific_journal-12156	62	66	.	.	PUNCT
american_scientific_journal-12156	63	1	unlike	unlike	ADP
american_scientific_journal-12156	63	2	built	build	VERB
american_scientific_journal-12156	63	3	-	-	PUNCT
american_scientific_journal-12156	63	4	in	in	ADP
american_scientific_journal-12156	63	5	solutions	solution	NOUN
american_scientific_journal-12156	63	6	,	,	PUNCT
american_scientific_journal-12156	63	7	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	63	8	uses	use	VERB
american_scientific_journal-12156	63	9	the	the	DET
american_scientific_journal-12156	63	10	principle	principle	NOUN
american_scientific_journal-12156	63	11	of	of	ADP
american_scientific_journal-12156	63	12	interface	interface	NOUN
american_scientific_journal-12156	63	13	extension	extension	NOUN
american_scientific_journal-12156	63	14	,	,	PUNCT
american_scientific_journal-12156	63	15	which	which	PRON
american_scientific_journal-12156	63	16	ensures	ensure	VERB
american_scientific_journal-12156	63	17	compatibility	compatibility	NOUN
american_scientific_journal-12156	63	18	with	with	ADP
american_scientific_journal-12156	63	19	the	the	DET
american_scientific_journal-12156	63	20	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	63	21	system	system	NOUN
american_scientific_journal-12156	63	22	and	and	CCONJ
american_scientific_journal-12156	63	23	allows	allow	VERB
american_scientific_journal-12156	63	24	forming	form	VERB
american_scientific_journal-12156	63	25	complete	complete	ADJ
american_scientific_journal-12156	63	26	traces	trace	NOUN
american_scientific_journal-12156	63	27	while	while	SCONJ
american_scientific_journal-12156	63	28	preserving	preserve	VERB
american_scientific_journal-12156	63	29	context	context	NOUN
american_scientific_journal-12156	63	30	(	(	PUNCT
american_scientific_journal-12156	63	31	trace	trace	NOUN
american_scientific_journal-12156	63	32	and	and	CCONJ
american_scientific_journal-12156	63	33	span	span	NOUN
american_scientific_journal-12156	63	34	)	)	PUNCT
american_scientific_journal-12156	63	35	.	.	PUNCT
american_scientific_journal-12156	64	1	analysis	analysis	NOUN
american_scientific_journal-12156	64	2	shows	show	VERB
american_scientific_journal-12156	64	3	that	that	SCONJ
american_scientific_journal-12156	64	4	both	both	DET
american_scientific_journal-12156	64	5	approaches	approach	NOUN
american_scientific_journal-12156	64	6	—	—	PUNCT
american_scientific_journal-12156	64	7	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	64	8	go	go	VERB
american_scientific_journal-12156	64	9	and	and	CCONJ
american_scientific_journal-12156	64	10	datadog	datadog	VERB
american_scientific_journal-12156	64	11	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	64	12	—	—	PUNCT
american_scientific_journal-12156	64	13	achieve	achieve	VERB
american_scientific_journal-12156	64	14	a	a	DET
american_scientific_journal-12156	64	15	high	high	ADJ
american_scientific_journal-12156	64	16	degree	degree	NOUN
american_scientific_journal-12156	64	17	of	of	ADP
american_scientific_journal-12156	64	18	semantic	semantic	ADJ
american_scientific_journal-12156	64	19	accuracy	accuracy	NOUN
american_scientific_journal-12156	64	20	with	with	ADP
american_scientific_journal-12156	64	21	a	a	DET
american_scientific_journal-12156	64	22	negligible	negligible	ADJ
american_scientific_journal-12156	64	23	increase	increase	NOUN
american_scientific_journal-12156	64	24	in	in	ADP
american_scientific_journal-12156	64	25	build	build	NOUN
american_scientific_journal-12156	64	26	time	time	NOUN
american_scientific_journal-12156	64	27	.	.	PUNCT
american_scientific_journal-12156	65	1	experimental	experimental	ADJ
american_scientific_journal-12156	65	2	data	datum	NOUN
american_scientific_journal-12156	65	3	confirms	confirm	VERB
american_scientific_journal-12156	65	4	that	that	SCONJ
american_scientific_journal-12156	65	5	compile	compile	NOUN
american_scientific_journal-12156	65	6	-	-	PUNCT
american_scientific_journal-12156	65	7	time	time	NOUN
american_scientific_journal-12156	65	8	overhead	overhead	NOUN
american_scientific_journal-12156	65	9	does	do	AUX
american_scientific_journal-12156	65	10	not	not	PART
american_scientific_journal-12156	65	11	exceed	exceed	VERB
american_scientific_journal-12156	65	12	minimal	minimal	ADJ
american_scientific_journal-12156	65	13	values	value	NOUN
american_scientific_journal-12156	65	14	and	and	CCONJ
american_scientific_journal-12156	65	15	does	do	AUX
american_scientific_journal-12156	65	16	not	not	PART
american_scientific_journal-12156	65	17	influence	influence	VERB
american_scientific_journal-12156	65	18	the	the	DET
american_scientific_journal-12156	65	19	executable	executable	ADJ
american_scientific_journal-12156	65	20	module	module	NOUN
american_scientific_journal-12156	65	21	structure	structure	NOUN
american_scientific_journal-12156	65	22	[	[	X
american_scientific_journal-12156	65	23	7	7	NUM
american_scientific_journal-12156	65	24	]	]	PUNCT
american_scientific_journal-12156	65	25	.	.	PUNCT
american_scientific_journal-12156	66	1	table	table	NOUN
american_scientific_journal-12156	66	2	1	1	NUM
american_scientific_journal-12156	66	3	provides	provide	VERB
american_scientific_journal-12156	66	4	a	a	DET
american_scientific_journal-12156	66	5	comparative	comparative	ADJ
american_scientific_journal-12156	66	6	juxtaposition	juxtaposition	NOUN
american_scientific_journal-12156	66	7	of	of	ADP
american_scientific_journal-12156	66	8	two	two	NUM
american_scientific_journal-12156	66	9	compile	compile	NOUN
american_scientific_journal-12156	66	10	-	-	PUNCT
american_scientific_journal-12156	66	11	time	time	NOUN
american_scientific_journal-12156	66	12	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	66	13	implementations	implementation	NOUN
american_scientific_journal-12156	66	14	,	,	PUNCT
american_scientific_journal-12156	66	15	reflecting	reflect	VERB
american_scientific_journal-12156	66	16	differences	difference	NOUN
american_scientific_journal-12156	66	17	in	in	ADP
american_scientific_journal-12156	66	18	injection	injection	NOUN
american_scientific_journal-12156	66	19	mechanisms	mechanism	NOUN
american_scientific_journal-12156	66	20	,	,	PUNCT
american_scientific_journal-12156	66	21	integration	integration	NOUN
american_scientific_journal-12156	66	22	,	,	PUNCT
american_scientific_journal-12156	66	23	and	and	CCONJ
american_scientific_journal-12156	66	24	context	context	NOUN
american_scientific_journal-12156	66	25	representation	representation	NOUN
american_scientific_journal-12156	66	26	accuracy	accuracy	NOUN
american_scientific_journal-12156	66	27	.	.	PUNCT
american_scientific_journal-12156	67	1	table1	table1	PROPN
american_scientific_journal-12156	67	2	:	:	PUNCT
american_scientific_journal-12156	67	3	comparison	comparison	NOUN
american_scientific_journal-12156	67	4	of	of	ADP
american_scientific_journal-12156	67	5	compile	compile	NOUN
american_scientific_journal-12156	67	6	-	-	PUNCT
american_scientific_journal-12156	67	7	time	time	NOUN
american_scientific_journal-12156	67	8	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	67	9	in	in	ADP
american_scientific_journal-12156	67	10	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	67	11	go	go	VERB
american_scientific_journal-12156	67	12	and	and	CCONJ
american_scientific_journal-12156	67	13	datadog	datadog	VERB
american_scientific_journal-12156	67	14	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	67	15	(	(	PUNCT
american_scientific_journal-12156	67	16	compiled	compile	VERB
american_scientific_journal-12156	67	17	by	by	ADP
american_scientific_journal-12156	67	18	the	the	DET
american_scientific_journal-12156	67	19	author	author	NOUN
american_scientific_journal-12156	67	20	based	base	VERB
american_scientific_journal-12156	67	21	on	on	ADP
american_scientific_journal-12156	67	22	sources	source	NOUN
american_scientific_journal-12156	67	23	:	:	PUNCT
american_scientific_journal-12156	68	1	[	[	X
american_scientific_journal-12156	68	2	1	1	NUM
american_scientific_journal-12156	68	3	,	,	PUNCT
american_scientific_journal-12156	68	4	7	7	NUM
american_scientific_journal-12156	68	5	,	,	PUNCT
american_scientific_journal-12156	68	6	9	9	NUM
american_scientific_journal-12156	68	7	]	]	SYM
american_scientific_journal-12156	68	8	)	)	PUNCT
american_scientific_journal-12156	68	9	criterion	criterion	NOUN
american_scientific_journal-12156	68	10	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	68	11	(	(	PUNCT
american_scientific_journal-12156	68	12	compile	compile	NOUN
american_scientific_journal-12156	68	13	-	-	PUNCT
american_scientific_journal-12156	68	14	time	time	NOUN
american_scientific_journal-12156	68	15	)	)	PUNCT
american_scientific_journal-12156	68	16	datadog	datadog	NOUN
american_scientific_journal-12156	68	17	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	68	18	injection	injection	NOUN
american_scientific_journal-12156	68	19	mechanism	mechanism	NOUN
american_scientific_journal-12156	68	20	ast	ast	NOUN
american_scientific_journal-12156	68	21	analysis	analysis	NOUN
american_scientific_journal-12156	68	22	,	,	PUNCT
american_scientific_journal-12156	68	23	trampolines	trampoline	NOUN
american_scientific_journal-12156	68	24	ast	ast	NOUN
american_scientific_journal-12156	68	25	analysis	analysis	NOUN
american_scientific_journal-12156	68	26	,	,	PUNCT
american_scientific_journal-12156	68	27	interface	interface	NOUN
american_scientific_journal-12156	68	28	-	-	PUNCT
american_scientific_journal-12156	68	29	based	base	VERB
american_scientific_journal-12156	68	30	integration	integration	NOUN
american_scientific_journal-12156	68	31	model	model	NOUN
american_scientific_journal-12156	68	32	requires	require	VERB
american_scientific_journal-12156	68	33	a	a	DET
american_scientific_journal-12156	68	34	full	full	ADJ
american_scientific_journal-12156	68	35	rebuild	rebuild	NOUN
american_scientific_journal-12156	68	36	supports	support	VERB
american_scientific_journal-12156	68	37	modular	modular	ADJ
american_scientific_journal-12156	68	38	extensions	extension	NOUN
american_scientific_journal-12156	68	39	semantic	semantic	ADJ
american_scientific_journal-12156	68	40	accuracy	accuracy	NOUN
american_scientific_journal-12156	68	41	complete	complete	ADJ
american_scientific_journal-12156	68	42	(	(	PUNCT
american_scientific_journal-12156	68	43	trace	trace	NOUN
american_scientific_journal-12156	68	44	+	+	CCONJ
american_scientific_journal-12156	68	45	span	span	NOUN
american_scientific_journal-12156	68	46	context	context	NOUN
american_scientific_journal-12156	68	47	)	)	PUNCT
american_scientific_journal-12156	68	48	complete	complete	ADJ
american_scientific_journal-12156	68	49	(	(	PUNCT
american_scientific_journal-12156	68	50	trace	trace	NOUN
american_scientific_journal-12156	68	51	+	+	CCONJ
american_scientific_journal-12156	68	52	span	span	NOUN
american_scientific_journal-12156	68	53	context	context	NOUN
american_scientific_journal-12156	68	54	)	)	PUNCT
american_scientific_journal-12156	68	55	overhead	overhead	ADV
american_scientific_journal-12156	68	56	(	(	PUNCT
american_scientific_journal-12156	68	57	build	build	NOUN
american_scientific_journal-12156	68	58	-	-	PUNCT
american_scientific_journal-12156	68	59	time	time	NOUN
american_scientific_journal-12156	68	60	)	)	PUNCT
american_scientific_journal-12156	68	61	negligible	negligible	ADJ
american_scientific_journal-12156	68	62	negligible	negligible	ADJ
american_scientific_journal-12156	68	63	american	american	ADJ
american_scientific_journal-12156	68	64	academic	academic	ADJ
american_scientific_journal-12156	68	65	scientific	scientific	ADJ
american_scientific_journal-12156	68	66	research	research	NOUN
american_scientific_journal-12156	68	67	journal	journal	NOUN
american_scientific_journal-12156	68	68	for	for	ADP
american_scientific_journal-12156	68	69	engineering	engineering	NOUN
american_scientific_journal-12156	68	70	,	,	PUNCT
american_scientific_journal-12156	68	71	technology	technology	NOUN
american_scientific_journal-12156	68	72	,	,	PUNCT
american_scientific_journal-12156	68	73	and	and	CCONJ
american_scientific_journal-12156	68	74	sciences	science	NOUN
american_scientific_journal-12156	68	75	(	(	PUNCT
american_scientific_journal-12156	68	76	asrjets	asrjet	NOUN
american_scientific_journal-12156	68	77	)	)	PUNCT
american_scientific_journal-12156	68	78	volume	volume	NOUN
american_scientific_journal-12156	68	79	103	103	NUM
american_scientific_journal-12156	68	80	,	,	PUNCT
american_scientific_journal-12156	68	81	no	no	DET
american_scientific_journal-12156	68	82	1	1	NUM
american_scientific_journal-12156	68	83	,	,	PUNCT
american_scientific_journal-12156	68	84	pp	pp	ADV
american_scientific_journal-12156	68	85	485	485	NUM
american_scientific_journal-12156	68	86	-	-	SYM
american_scientific_journal-12156	68	87	494	494	NUM
american_scientific_journal-12156	68	88	489	489	NUM
american_scientific_journal-12156	68	89	analysis	analysis	NOUN
american_scientific_journal-12156	68	90	of	of	ADP
american_scientific_journal-12156	68	91	table	table	NOUN
american_scientific_journal-12156	68	92	1	1	NUM
american_scientific_journal-12156	68	93	data	datum	NOUN
american_scientific_journal-12156	68	94	allows	allow	VERB
american_scientific_journal-12156	68	95	concluding	conclude	VERB
american_scientific_journal-12156	68	96	that	that	DET
american_scientific_journal-12156	68	97	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	68	98	and	and	CCONJ
american_scientific_journal-12156	68	99	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	68	100	solutions	solution	NOUN
american_scientific_journal-12156	68	101	demonstrate	demonstrate	VERB
american_scientific_journal-12156	68	102	a	a	DET
american_scientific_journal-12156	68	103	similar	similar	ADJ
american_scientific_journal-12156	68	104	level	level	NOUN
american_scientific_journal-12156	68	105	of	of	ADP
american_scientific_journal-12156	68	106	maturity	maturity	NOUN
american_scientific_journal-12156	68	107	and	and	CCONJ
american_scientific_journal-12156	68	108	meet	meet	VERB
american_scientific_journal-12156	68	109	industrial	industrial	ADJ
american_scientific_journal-12156	68	110	profiling	profiling	NOUN
american_scientific_journal-12156	68	111	requirements	requirement	NOUN
american_scientific_journal-12156	68	112	.	.	PUNCT
american_scientific_journal-12156	69	1	however	however	ADV
american_scientific_journal-12156	69	2	,	,	PUNCT
american_scientific_journal-12156	69	3	the	the	DET
american_scientific_journal-12156	69	4	fundamental	fundamental	ADJ
american_scientific_journal-12156	69	5	difference	difference	NOUN
american_scientific_journal-12156	69	6	lies	lie	VERB
american_scientific_journal-12156	69	7	in	in	ADP
american_scientific_journal-12156	69	8	the	the	DET
american_scientific_journal-12156	69	9	depth	depth	NOUN
american_scientific_journal-12156	69	10	of	of	ADP
american_scientific_journal-12156	69	11	integration	integration	NOUN
american_scientific_journal-12156	69	12	.	.	PUNCT
american_scientific_journal-12156	70	1	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	70	2	applies	apply	VERB
american_scientific_journal-12156	70	3	direct	direct	ADJ
american_scientific_journal-12156	70	4	injection	injection	NOUN
american_scientific_journal-12156	70	5	at	at	ADP
american_scientific_journal-12156	70	6	the	the	DET
american_scientific_journal-12156	70	7	syntax	syntax	NOUN
american_scientific_journal-12156	70	8	analysis	analysis	NOUN
american_scientific_journal-12156	70	9	level	level	NOUN
american_scientific_journal-12156	70	10	,	,	PUNCT
american_scientific_journal-12156	70	11	while	while	SCONJ
american_scientific_journal-12156	70	12	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	70	13	implements	implement	VERB
american_scientific_journal-12156	70	14	the	the	DET
american_scientific_journal-12156	70	15	concept	concept	NOUN
american_scientific_journal-12156	70	16	of	of	ADP
american_scientific_journal-12156	70	17	interface	interface	NOUN
american_scientific_journal-12156	70	18	abstraction	abstraction	NOUN
american_scientific_journal-12156	70	19	,	,	PUNCT
american_scientific_journal-12156	70	20	ensuring	ensure	VERB
american_scientific_journal-12156	70	21	extensibility	extensibility	NOUN
american_scientific_journal-12156	70	22	without	without	ADP
american_scientific_journal-12156	70	23	rebuilding	rebuild	VERB
american_scientific_journal-12156	70	24	the	the	DET
american_scientific_journal-12156	70	25	base	base	NOUN
american_scientific_journal-12156	70	26	core	core	NOUN
american_scientific_journal-12156	70	27	.	.	PUNCT
american_scientific_journal-12156	71	1	thus	thus	ADV
american_scientific_journal-12156	71	2	,	,	PUNCT
american_scientific_journal-12156	71	3	both	both	DET
american_scientific_journal-12156	71	4	tools	tool	NOUN
american_scientific_journal-12156	71	5	demonstrate	demonstrate	VERB
american_scientific_journal-12156	71	6	a	a	DET
american_scientific_journal-12156	71	7	high	high	ADJ
american_scientific_journal-12156	71	8	level	level	NOUN
american_scientific_journal-12156	71	9	of	of	ADP
american_scientific_journal-12156	71	10	automation	automation	NOUN
american_scientific_journal-12156	71	11	and	and	CCONJ
american_scientific_journal-12156	71	12	compatibility	compatibility	NOUN
american_scientific_journal-12156	71	13	with	with	ADP
american_scientific_journal-12156	71	14	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	71	15	architecture	architecture	NOUN
american_scientific_journal-12156	71	16	,	,	PUNCT
american_scientific_journal-12156	71	17	but	but	CCONJ
american_scientific_journal-12156	71	18	differ	differ	VERB
american_scientific_journal-12156	71	19	in	in	ADP
american_scientific_journal-12156	71	20	the	the	DET
american_scientific_journal-12156	71	21	depth	depth	NOUN
american_scientific_journal-12156	71	22	of	of	ADP
american_scientific_journal-12156	71	23	semantic	semantic	ADJ
american_scientific_journal-12156	71	24	integration.an	integration.an	ADJ
american_scientific_journal-12156	71	25	additional	additional	ADJ
american_scientific_journal-12156	71	26	advantage	advantage	NOUN
american_scientific_journal-12156	71	27	of	of	ADP
american_scientific_journal-12156	71	28	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	71	29	lies	lie	VERB
american_scientific_journal-12156	71	30	in	in	ADP
american_scientific_journal-12156	71	31	supporting	support	VERB
american_scientific_journal-12156	71	32	independent	independent	ADJ
american_scientific_journal-12156	71	33	modules	module	NOUN
american_scientific_journal-12156	71	34	,	,	PUNCT
american_scientific_journal-12156	71	35	which	which	PRON
american_scientific_journal-12156	71	36	reduces	reduce	VERB
american_scientific_journal-12156	71	37	coupling	coupling	NOUN
american_scientific_journal-12156	71	38	and	and	CCONJ
american_scientific_journal-12156	71	39	simplifies	simplifie	NOUN
american_scientific_journal-12156	71	40	observability	observability	NOUN
american_scientific_journal-12156	71	41	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	71	42	maintenance	maintenance	NOUN
american_scientific_journal-12156	71	43	.	.	PUNCT
american_scientific_journal-12156	72	1	concurrently	concurrently	ADV
american_scientific_journal-12156	72	2	,	,	PUNCT
american_scientific_journal-12156	72	3	results	result	NOUN
american_scientific_journal-12156	72	4	from	from	ADP
american_scientific_journal-12156	72	5	hansen	hansen	PROPN
american_scientific_journal-12156	72	6	m.	m.	PROPN
american_scientific_journal-12156	72	7	&	&	CCONJ
american_scientific_journal-12156	72	8	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	72	9	w.	w.	PROPN
american_scientific_journal-12156	72	10	[	[	X
american_scientific_journal-12156	72	11	2	2	NUM
american_scientific_journal-12156	72	12	]	]	PUNCT
american_scientific_journal-12156	72	13	confirm	confirm	VERB
american_scientific_journal-12156	72	14	that	that	SCONJ
american_scientific_journal-12156	72	15	both	both	DET
american_scientific_journal-12156	72	16	approaches	approach	NOUN
american_scientific_journal-12156	72	17	maintain	maintain	VERB
american_scientific_journal-12156	72	18	full	full	ADJ
american_scientific_journal-12156	72	19	compatibility	compatibility	NOUN
american_scientific_journal-12156	72	20	with	with	ADP
american_scientific_journal-12156	72	21	the	the	DET
american_scientific_journal-12156	72	22	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	72	23	model	model	NOUN
american_scientific_journal-12156	72	24	and	and	CCONJ
american_scientific_journal-12156	72	25	ensure	ensure	VERB
american_scientific_journal-12156	72	26	consistent	consistent	ADJ
american_scientific_journal-12156	72	27	trace	trace	NOUN
american_scientific_journal-12156	72	28	context	context	NOUN
american_scientific_journal-12156	72	29	propagation.the	propagation.the	DET
american_scientific_journal-12156	72	30	study	study	NOUN
american_scientific_journal-12156	72	31	of	of	ADP
american_scientific_journal-12156	72	32	runtime	runtime	NOUN
american_scientific_journal-12156	72	33	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	72	34	in	in	ADP
american_scientific_journal-12156	72	35	go	go	NOUN
american_scientific_journal-12156	72	36	systems	system	NOUN
american_scientific_journal-12156	72	37	focused	focus	VERB
american_scientific_journal-12156	72	38	on	on	ADP
american_scientific_journal-12156	72	39	assessing	assess	VERB
american_scientific_journal-12156	72	40	the	the	DET
american_scientific_journal-12156	72	41	effectiveness	effectiveness	NOUN
american_scientific_journal-12156	72	42	of	of	ADP
american_scientific_journal-12156	72	43	implementing	implement	VERB
american_scientific_journal-12156	72	44	observability	observability	NOUN
american_scientific_journal-12156	72	45	mechanisms	mechanism	NOUN
american_scientific_journal-12156	72	46	at	at	ADP
american_scientific_journal-12156	72	47	the	the	DET
american_scientific_journal-12156	72	48	operating	operating	NOUN
american_scientific_journal-12156	72	49	system	system	NOUN
american_scientific_journal-12156	72	50	kernel	kernel	NOUN
american_scientific_journal-12156	72	51	level	level	NOUN
american_scientific_journal-12156	72	52	using	use	VERB
american_scientific_journal-12156	72	53	ebpf	ebpf	NOUN
american_scientific_journal-12156	72	54	(	(	PUNCT
american_scientific_journal-12156	72	55	extended	extend	VERB
american_scientific_journal-12156	72	56	berkeley	berkeley	NOUN
american_scientific_journal-12156	72	57	packet	packet	NOUN
american_scientific_journal-12156	72	58	filter	filter	NOUN
american_scientific_journal-12156	72	59	)	)	PUNCT
american_scientific_journal-12156	72	60	technology	technology	NOUN
american_scientific_journal-12156	72	61	.	.	PUNCT
american_scientific_journal-12156	73	1	this	this	DET
american_scientific_journal-12156	73	2	approach	approach	NOUN
american_scientific_journal-12156	73	3	is	be	AUX
american_scientific_journal-12156	73	4	based	base	VERB
american_scientific_journal-12156	73	5	on	on	ADP
american_scientific_journal-12156	73	6	the	the	DET
american_scientific_journal-12156	73	7	principle	principle	NOUN
american_scientific_journal-12156	73	8	of	of	ADP
american_scientific_journal-12156	73	9	dynamically	dynamically	ADV
american_scientific_journal-12156	73	10	attaching	attach	VERB
american_scientific_journal-12156	73	11	observation	observation	NOUN
american_scientific_journal-12156	73	12	points	point	NOUN
american_scientific_journal-12156	73	13	to	to	ADP
american_scientific_journal-12156	73	14	kernel	kernel	PROPN
american_scientific_journal-12156	73	15	and	and	CCONJ
american_scientific_journal-12156	73	16	user	user	NOUN
american_scientific_journal-12156	73	17	-	-	PUNCT
american_scientific_journal-12156	73	18	space	space	NOUN
american_scientific_journal-12156	73	19	functions	function	NOUN
american_scientific_journal-12156	73	20	without	without	ADP
american_scientific_journal-12156	73	21	modifying	modify	VERB
american_scientific_journal-12156	73	22	source	source	NOUN
american_scientific_journal-12156	73	23	code	code	NOUN
american_scientific_journal-12156	73	24	or	or	CCONJ
american_scientific_journal-12156	73	25	rebuilding	rebuild	VERB
american_scientific_journal-12156	73	26	binary	binary	ADJ
american_scientific_journal-12156	73	27	files	file	NOUN
american_scientific_journal-12156	73	28	.	.	PUNCT
american_scientific_journal-12156	74	1	its	its	PRON
american_scientific_journal-12156	74	2	key	key	ADJ
american_scientific_journal-12156	74	3	advantage	advantage	NOUN
american_scientific_journal-12156	74	4	lies	lie	VERB
american_scientific_journal-12156	74	5	in	in	ADP
american_scientific_journal-12156	74	6	the	the	DET
american_scientific_journal-12156	74	7	ability	ability	NOUN
american_scientific_journal-12156	74	8	to	to	PART
american_scientific_journal-12156	74	9	intercept	intercept	VERB
american_scientific_journal-12156	74	10	system	system	NOUN
american_scientific_journal-12156	74	11	calls	call	NOUN
american_scientific_journal-12156	74	12	and	and	CCONJ
american_scientific_journal-12156	74	13	network	network	NOUN
american_scientific_journal-12156	74	14	operations	operation	NOUN
american_scientific_journal-12156	74	15	in	in	ADP
american_scientific_journal-12156	74	16	real	real	ADJ
american_scientific_journal-12156	74	17	time	time	NOUN
american_scientific_journal-12156	74	18	,	,	PUNCT
american_scientific_journal-12156	74	19	ensuring	ensure	VERB
american_scientific_journal-12156	74	20	telemetry	telemetry	NOUN
american_scientific_journal-12156	74	21	data	datum	NOUN
american_scientific_journal-12156	74	22	collection	collection	NOUN
american_scientific_journal-12156	74	23	in	in	ADP
american_scientific_journal-12156	74	24	production	production	NOUN
american_scientific_journal-12156	74	25	conditions	condition	NOUN
american_scientific_journal-12156	74	26	without	without	ADP
american_scientific_journal-12156	74	27	disrupting	disrupt	VERB
american_scientific_journal-12156	74	28	service	service	NOUN
american_scientific_journal-12156	74	29	continuity.in	continuity.in	PRON
american_scientific_journal-12156	74	30	the	the	DET
american_scientific_journal-12156	74	31	study	study	NOUN
american_scientific_journal-12156	74	32	by	by	ADP
american_scientific_journal-12156	74	33	yang	yang	PROPN
american_scientific_journal-12156	74	34	w.	w.	PROPN
american_scientific_journal-12156	74	35	and	and	CCONJ
american_scientific_journal-12156	74	36	his	his	PRON
american_scientific_journal-12156	74	37	colleagues	colleague	NOUN
american_scientific_journal-12156	74	38	[	[	X
american_scientific_journal-12156	74	39	10	10	NUM
american_scientific_journal-12156	74	40	]	]	PUNCT
american_scientific_journal-12156	74	41	,	,	PUNCT
american_scientific_journal-12156	74	42	the	the	DET
american_scientific_journal-12156	74	43	nahida	nahida	NOUN
american_scientific_journal-12156	74	44	system	system	NOUN
american_scientific_journal-12156	74	45	was	be	AUX
american_scientific_journal-12156	74	46	implemented	implement	VERB
american_scientific_journal-12156	74	47	,	,	PUNCT
american_scientific_journal-12156	74	48	designed	design	VERB
american_scientific_journal-12156	74	49	for	for	ADP
american_scientific_journal-12156	74	50	in	in	ADP
american_scientific_journal-12156	74	51	-	-	PUNCT
american_scientific_journal-12156	74	52	thread	thread	NOUN
american_scientific_journal-12156	74	53	tracing	tracing	NOUN
american_scientific_journal-12156	74	54	of	of	ADP
american_scientific_journal-12156	74	55	distributed	distributed	ADJ
american_scientific_journal-12156	74	56	applications	application	NOUN
american_scientific_journal-12156	74	57	.	.	PUNCT
american_scientific_journal-12156	75	1	the	the	DET
american_scientific_journal-12156	75	2	system	system	NOUN
american_scientific_journal-12156	75	3	uses	use	VERB
american_scientific_journal-12156	75	4	ebpf	ebpf	ADP
american_scientific_journal-12156	75	5	programs	program	NOUN
american_scientific_journal-12156	75	6	attached	attach	VERB
american_scientific_journal-12156	75	7	to	to	ADP
american_scientific_journal-12156	75	8	kernel	kernel	PROPN
american_scientific_journal-12156	75	9	network	network	NOUN
american_scientific_journal-12156	75	10	functions	function	NOUN
american_scientific_journal-12156	75	11	,	,	PUNCT
american_scientific_journal-12156	75	12	allowing	allow	VERB
american_scientific_journal-12156	75	13	traces	trace	NOUN
american_scientific_journal-12156	75	14	to	to	PART
american_scientific_journal-12156	75	15	be	be	AUX
american_scientific_journal-12156	75	16	formed	form	VERB
american_scientific_journal-12156	75	17	without	without	ADP
american_scientific_journal-12156	75	18	additional	additional	ADJ
american_scientific_journal-12156	75	19	code	code	NOUN
american_scientific_journal-12156	75	20	in	in	ADP
american_scientific_journal-12156	75	21	applications	application	NOUN
american_scientific_journal-12156	75	22	.	.	PUNCT
american_scientific_journal-12156	76	1	furthermore	furthermore	ADV
american_scientific_journal-12156	76	2	,	,	PUNCT
american_scientific_journal-12156	76	3	trace	trace	NOUN
american_scientific_journal-12156	76	4	context	context	NOUN
american_scientific_journal-12156	76	5	is	be	AUX
american_scientific_journal-12156	76	6	created	create	VERB
american_scientific_journal-12156	76	7	and	and	CCONJ
american_scientific_journal-12156	76	8	propagated	propagate	VERB
american_scientific_journal-12156	76	9	at	at	ADP
american_scientific_journal-12156	76	10	the	the	DET
american_scientific_journal-12156	76	11	kernel	kernel	NOUN
american_scientific_journal-12156	76	12	level	level	NOUN
american_scientific_journal-12156	76	13	,	,	PUNCT
american_scientific_journal-12156	76	14	ensuring	ensure	VERB
american_scientific_journal-12156	76	15	compatibility	compatibility	NOUN
american_scientific_journal-12156	76	16	with	with	ADP
american_scientific_journal-12156	76	17	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	76	18	and	and	CCONJ
american_scientific_journal-12156	76	19	independence	independence	NOUN
american_scientific_journal-12156	76	20	from	from	ADP
american_scientific_journal-12156	76	21	the	the	DET
american_scientific_journal-12156	76	22	application	application	NOUN
american_scientific_journal-12156	76	23	implementation	implementation	NOUN
american_scientific_journal-12156	76	24	language	language	NOUN
american_scientific_journal-12156	76	25	.	.	PUNCT
american_scientific_journal-12156	77	1	such	such	DET
american_scientific_journal-12156	77	2	a	a	DET
american_scientific_journal-12156	77	3	mechanism	mechanism	NOUN
american_scientific_journal-12156	77	4	demonstrates	demonstrate	VERB
american_scientific_journal-12156	77	5	universality	universality	NOUN
american_scientific_journal-12156	77	6	and	and	CCONJ
american_scientific_journal-12156	77	7	applicability	applicability	NOUN
american_scientific_journal-12156	77	8	for	for	ADP
american_scientific_journal-12156	77	9	heterogeneous	heterogeneous	ADJ
american_scientific_journal-12156	77	10	systems	system	NOUN
american_scientific_journal-12156	77	11	using	use	VERB
american_scientific_journal-12156	77	12	go	go	NOUN
american_scientific_journal-12156	77	13	,	,	PUNCT
american_scientific_journal-12156	77	14	java	java	PROPN
american_scientific_journal-12156	77	15	,	,	PUNCT
american_scientific_journal-12156	77	16	python	python	PROPN
american_scientific_journal-12156	77	17	,	,	PUNCT
american_scientific_journal-12156	77	18	and	and	CCONJ
american_scientific_journal-12156	77	19	other	other	ADJ
american_scientific_journal-12156	77	20	platforms	platform	NOUN
american_scientific_journal-12156	77	21	.	.	PUNCT
american_scientific_journal-12156	78	1	according	accord	VERB
american_scientific_journal-12156	78	2	to	to	ADP
american_scientific_journal-12156	78	3	data	datum	NOUN
american_scientific_journal-12156	78	4	from	from	ADP
american_scientific_journal-12156	78	5	nõu	nõu	PROPN
american_scientific_journal-12156	78	6	a.	a.	NOUN
american_scientific_journal-12156	78	7	and	and	CCONJ
american_scientific_journal-12156	78	8	his	his	PRON
american_scientific_journal-12156	78	9	colleagues	colleague	NOUN
american_scientific_journal-12156	78	10	[	[	X
american_scientific_journal-12156	78	11	4	4	NUM
american_scientific_journal-12156	78	12	]	]	PUNCT
american_scientific_journal-12156	78	13	,	,	PUNCT
american_scientific_journal-12156	78	14	similar	similar	ADJ
american_scientific_journal-12156	78	15	solutions	solution	NOUN
american_scientific_journal-12156	78	16	used	use	VERB
american_scientific_journal-12156	78	17	for	for	ADP
american_scientific_journal-12156	78	18	microservice	microservice	NOUN
american_scientific_journal-12156	78	19	and	and	CCONJ
american_scientific_journal-12156	78	20	serverless	serverless	NOUN
american_scientific_journal-12156	78	21	environments	environment	NOUN
american_scientific_journal-12156	78	22	face	face	VERB
american_scientific_journal-12156	78	23	limitations	limitation	NOUN
american_scientific_journal-12156	78	24	when	when	SCONJ
american_scientific_journal-12156	78	25	serializing	serialize	VERB
american_scientific_journal-12156	78	26	exported	export	VERB
american_scientific_journal-12156	78	27	data	datum	NOUN
american_scientific_journal-12156	78	28	.	.	PUNCT
american_scientific_journal-12156	79	1	these	these	DET
american_scientific_journal-12156	79	2	results	result	NOUN
american_scientific_journal-12156	79	3	allowed	allow	VERB
american_scientific_journal-12156	79	4	accounting	account	VERB
american_scientific_journal-12156	79	5	for	for	ADP
american_scientific_journal-12156	79	6	the	the	DET
american_scientific_journal-12156	79	7	cumulative	cumulative	ADJ
american_scientific_journal-12156	79	8	impact	impact	NOUN
american_scientific_journal-12156	79	9	of	of	ADP
american_scientific_journal-12156	79	10	ebpf	ebpf	ADJ
american_scientific_journal-12156	79	11	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	79	12	on	on	ADP
american_scientific_journal-12156	79	13	request	request	NOUN
american_scientific_journal-12156	79	14	latency	latency	NOUN
american_scientific_journal-12156	79	15	and	and	CCONJ
american_scientific_journal-12156	79	16	the	the	DET
american_scientific_journal-12156	79	17	performance	performance	NOUN
american_scientific_journal-12156	79	18	of	of	ADP
american_scientific_journal-12156	79	19	the	the	DET
american_scientific_journal-12156	79	20	network	network	NOUN
american_scientific_journal-12156	79	21	and	and	CCONJ
american_scientific_journal-12156	79	22	data	datum	NOUN
american_scientific_journal-12156	79	23	export	export	NOUN
american_scientific_journal-12156	79	24	subsystem.analysis	subsystem.analysis	NOUN
american_scientific_journal-12156	79	25	shows	show	VERB
american_scientific_journal-12156	79	26	that	that	SCONJ
american_scientific_journal-12156	79	27	runtime	runtime	NOUN
american_scientific_journal-12156	79	28	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	79	29	has	have	VERB
american_scientific_journal-12156	79	30	a	a	DET
american_scientific_journal-12156	79	31	distinct	distinct	ADJ
american_scientific_journal-12156	79	32	advantage	advantage	NOUN
american_scientific_journal-12156	79	33	in	in	ADP
american_scientific_journal-12156	79	34	flexibility	flexibility	NOUN
american_scientific_journal-12156	79	35	and	and	CCONJ
american_scientific_journal-12156	79	36	transparency	transparency	NOUN
american_scientific_journal-12156	79	37	of	of	ADP
american_scientific_journal-12156	79	38	implementation	implementation	NOUN
american_scientific_journal-12156	79	39	,	,	PUNCT
american_scientific_journal-12156	79	40	but	but	CCONJ
american_scientific_journal-12156	79	41	yields	yield	NOUN
american_scientific_journal-12156	79	42	to	to	PART
american_scientific_journal-12156	79	43	compile	compile	NOUN
american_scientific_journal-12156	79	44	-	-	PUNCT
american_scientific_journal-12156	79	45	time	time	NOUN
american_scientific_journal-12156	79	46	approaches	approach	NOUN
american_scientific_journal-12156	79	47	in	in	ADP
american_scientific_journal-12156	79	48	the	the	DET
american_scientific_journal-12156	79	49	completeness	completeness	NOUN
american_scientific_journal-12156	79	50	of	of	ADP
american_scientific_journal-12156	79	51	semantic	semantic	ADJ
american_scientific_journal-12156	79	52	context	context	NOUN
american_scientific_journal-12156	79	53	.	.	PUNCT
american_scientific_journal-12156	80	1	in	in	ADP
american_scientific_journal-12156	80	2	particular	particular	ADJ
american_scientific_journal-12156	80	3	,	,	PUNCT
american_scientific_journal-12156	80	4	the	the	DET
american_scientific_journal-12156	80	5	ebpf	ebpf	ADJ
american_scientific_journal-12156	80	6	mechanism	mechanism	NOUN
american_scientific_journal-12156	80	7	is	be	AUX
american_scientific_journal-12156	80	8	incapable	incapable	ADJ
american_scientific_journal-12156	80	9	of	of	ADP
american_scientific_journal-12156	80	10	reconstructing	reconstruct	VERB
american_scientific_journal-12156	80	11	high	high	ADJ
american_scientific_journal-12156	80	12	-	-	PUNCT
american_scientific_journal-12156	80	13	level	level	NOUN
american_scientific_journal-12156	80	14	causal	causal	ADJ
american_scientific_journal-12156	80	15	relationships	relationship	NOUN
american_scientific_journal-12156	80	16	between	between	ADP
american_scientific_journal-12156	80	17	distributed	distribute	VERB
american_scientific_journal-12156	80	18	calls	call	NOUN
american_scientific_journal-12156	80	19	without	without	ADP
american_scientific_journal-12156	80	20	additional	additional	ADJ
american_scientific_journal-12156	80	21	correlation	correlation	NOUN
american_scientific_journal-12156	80	22	layers	layer	NOUN
american_scientific_journal-12156	80	23	.	.	PUNCT
american_scientific_journal-12156	81	1	at	at	ADP
american_scientific_journal-12156	81	2	the	the	DET
american_scientific_journal-12156	81	3	same	same	ADJ
american_scientific_journal-12156	81	4	time	time	NOUN
american_scientific_journal-12156	81	5	,	,	PUNCT
american_scientific_journal-12156	81	6	kernel	kernel	PROPN
american_scientific_journal-12156	81	7	tracing	trace	VERB
american_scientific_journal-12156	81	8	accuracy	accuracy	NOUN
american_scientific_journal-12156	81	9	reaches	reach	VERB
american_scientific_journal-12156	81	10	92	92	NUM
american_scientific_journal-12156	81	11	%	%	NOUN
american_scientific_journal-12156	81	12	,	,	PUNCT
american_scientific_journal-12156	81	13	confirming	confirm	VERB
american_scientific_journal-12156	81	14	the	the	DET
american_scientific_journal-12156	81	15	high	high	ADJ
american_scientific_journal-12156	81	16	suitability	suitability	NOUN
american_scientific_journal-12156	81	17	of	of	ADP
american_scientific_journal-12156	81	18	the	the	DET
american_scientific_journal-12156	81	19	method	method	NOUN
american_scientific_journal-12156	81	20	for	for	ADP
american_scientific_journal-12156	81	21	operation	operation	NOUN
american_scientific_journal-12156	81	22	in	in	ADP
american_scientific_journal-12156	81	23	industrial	industrial	ADJ
american_scientific_journal-12156	81	24	conditions	condition	NOUN
american_scientific_journal-12156	81	25	[	[	X
american_scientific_journal-12156	81	26	10	10	NUM
american_scientific_journal-12156	81	27	]	]	PUNCT
american_scientific_journal-12156	81	28	.	.	PUNCT
american_scientific_journal-12156	82	1	table	table	NOUN
american_scientific_journal-12156	82	2	2	2	NUM
american_scientific_journal-12156	82	3	presents	present	VERB
american_scientific_journal-12156	82	4	a	a	DET
american_scientific_journal-12156	82	5	comparison	comparison	NOUN
american_scientific_journal-12156	82	6	of	of	ADP
american_scientific_journal-12156	82	7	quantitative	quantitative	ADJ
american_scientific_journal-12156	82	8	overhead	overhead	ADJ
american_scientific_journal-12156	82	9	characteristics	characteristic	NOUN
american_scientific_journal-12156	82	10	recorded	record	VERB
american_scientific_journal-12156	82	11	when	when	SCONJ
american_scientific_journal-12156	82	12	using	use	VERB
american_scientific_journal-12156	82	13	ebpf	ebpf	ADP
american_scientific_journal-12156	82	14	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	82	15	.	.	PUNCT
american_scientific_journal-12156	83	1	table	table	NOUN
american_scientific_journal-12156	83	2	2	2	NUM
american_scientific_journal-12156	83	3	:	:	PUNCT
american_scientific_journal-12156	83	4	measured	measure	VERB
american_scientific_journal-12156	83	5	overhead	overhead	NOUN
american_scientific_journal-12156	83	6	of	of	ADP
american_scientific_journal-12156	83	7	ebpf	ebpf	ADV
american_scientific_journal-12156	83	8	-	-	PUNCT
american_scientific_journal-12156	83	9	based	base	VERB
american_scientific_journal-12156	83	10	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	83	11	in	in	ADP
american_scientific_journal-12156	83	12	microservices	microservice	NOUN
american_scientific_journal-12156	83	13	and	and	CCONJ
american_scientific_journal-12156	83	14	serverless	serverless	NOUN
american_scientific_journal-12156	83	15	environments	environment	NOUN
american_scientific_journal-12156	83	16	(	(	PUNCT
american_scientific_journal-12156	83	17	compiled	compile	VERB
american_scientific_journal-12156	83	18	by	by	ADP
american_scientific_journal-12156	83	19	the	the	DET
american_scientific_journal-12156	83	20	author	author	NOUN
american_scientific_journal-12156	83	21	based	base	VERB
american_scientific_journal-12156	83	22	on	on	ADP
american_scientific_journal-12156	83	23	sources	source	NOUN
american_scientific_journal-12156	83	24	:	:	PUNCT
american_scientific_journal-12156	84	1	[	[	X
american_scientific_journal-12156	84	2	4	4	NUM
american_scientific_journal-12156	84	3	,	,	PUNCT
american_scientific_journal-12156	84	4	10	10	NUM
american_scientific_journal-12156	84	5	]	]	PUNCT
american_scientific_journal-12156	84	6	)	)	PUNCT
american_scientific_journal-12156	84	7	metric	metric	ADJ
american_scientific_journal-12156	84	8	overhead	overhead	ADJ
american_scientific_journal-12156	84	9	latency	latency	NOUN
american_scientific_journal-12156	84	10	+1.55	+1.55	PRON
american_scientific_journal-12156	84	11	%	%	NOUN
american_scientific_journal-12156	84	12	–	–	PUNCT
american_scientific_journal-12156	84	13	2.1	2.1	NUM
american_scientific_journal-12156	84	14	%	%	NOUN
american_scientific_journal-12156	84	15	throughput	throughput	NOUN
american_scientific_journal-12156	84	16	–	–	PUNCT
american_scientific_journal-12156	84	17	1.55	1.55	NUM
american_scientific_journal-12156	84	18	%	%	NOUN
american_scientific_journal-12156	84	19	–	–	PUNCT
american_scientific_journal-12156	84	20	2.06	2.06	NUM
american_scientific_journal-12156	84	21	%	%	NOUN
american_scientific_journal-12156	84	22	cpu	cpu	NOUN
american_scientific_journal-12156	84	23	overhead	overhead	ADV
american_scientific_journal-12156	85	1	+1	+1	ADJ
american_scientific_journal-12156	85	2	%	%	NOUN
american_scientific_journal-12156	85	3	–	–	PUNCT
american_scientific_journal-12156	85	4	3.3	3.3	NUM
american_scientific_journal-12156	85	5	%	%	NOUN
american_scientific_journal-12156	85	6	export	export	NOUN
american_scientific_journal-12156	85	7	serialization	serialization	NOUN
american_scientific_journal-12156	85	8	cost	cost	VERB
american_scientific_journal-12156	85	9	up	up	ADP
american_scientific_journal-12156	85	10	to	to	PART
american_scientific_journal-12156	85	11	80	80	NUM
american_scientific_journal-12156	85	12	%	%	NOUN
american_scientific_journal-12156	85	13	of	of	ADP
american_scientific_journal-12156	85	14	the	the	DET
american_scientific_journal-12156	85	15	total	total	ADJ
american_scientific_journal-12156	85	16	load	load	NOUN
american_scientific_journal-12156	85	17	american	american	PROPN
american_scientific_journal-12156	85	18	academic	academic	ADJ
american_scientific_journal-12156	85	19	scientific	scientific	ADJ
american_scientific_journal-12156	85	20	research	research	NOUN
american_scientific_journal-12156	85	21	journal	journal	NOUN
american_scientific_journal-12156	85	22	for	for	ADP
american_scientific_journal-12156	85	23	engineering	engineering	NOUN
american_scientific_journal-12156	85	24	,	,	PUNCT
american_scientific_journal-12156	85	25	technology	technology	NOUN
american_scientific_journal-12156	85	26	,	,	PUNCT
american_scientific_journal-12156	85	27	and	and	CCONJ
american_scientific_journal-12156	85	28	sciences	science	NOUN
american_scientific_journal-12156	85	29	(	(	PUNCT
american_scientific_journal-12156	85	30	asrjets	asrjet	NOUN
american_scientific_journal-12156	85	31	)	)	PUNCT
american_scientific_journal-12156	85	32	volume	volume	NOUN
american_scientific_journal-12156	85	33	103	103	NUM
american_scientific_journal-12156	85	34	,	,	PUNCT
american_scientific_journal-12156	85	35	no	no	DET
american_scientific_journal-12156	85	36	1	1	NUM
american_scientific_journal-12156	85	37	,	,	PUNCT
american_scientific_journal-12156	85	38	pp	pp	ADV
american_scientific_journal-12156	85	39	485	485	NUM
american_scientific_journal-12156	85	40	-	-	SYM
american_scientific_journal-12156	85	41	494	494	NUM
american_scientific_journal-12156	85	42	490	490	NUM
american_scientific_journal-12156	85	43	the	the	DET
american_scientific_journal-12156	85	44	obtained	obtain	VERB
american_scientific_journal-12156	85	45	results	result	NOUN
american_scientific_journal-12156	85	46	confirm	confirm	VERB
american_scientific_journal-12156	85	47	that	that	SCONJ
american_scientific_journal-12156	85	48	using	use	VERB
american_scientific_journal-12156	85	49	ebpf	ebpf	ADP
american_scientific_journal-12156	85	50	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	85	51	does	do	AUX
american_scientific_journal-12156	85	52	not	not	PART
american_scientific_journal-12156	85	53	significantly	significantly	ADV
american_scientific_journal-12156	85	54	impact	impact	VERB
american_scientific_journal-12156	85	55	system	system	NOUN
american_scientific_journal-12156	85	56	performance	performance	NOUN
american_scientific_journal-12156	85	57	and	and	CCONJ
american_scientific_journal-12156	85	58	maintains	maintain	VERB
american_scientific_journal-12156	85	59	stability	stability	NOUN
american_scientific_journal-12156	85	60	under	under	ADP
american_scientific_journal-12156	85	61	high	high	ADJ
american_scientific_journal-12156	85	62	load	load	NOUN
american_scientific_journal-12156	85	63	[	[	X
american_scientific_journal-12156	85	64	10	10	NUM
american_scientific_journal-12156	85	65	]	]	PUNCT
american_scientific_journal-12156	85	66	.	.	PUNCT
american_scientific_journal-12156	86	1	these	these	DET
american_scientific_journal-12156	86	2	observations	observation	NOUN
american_scientific_journal-12156	86	3	are	be	AUX
american_scientific_journal-12156	86	4	consistent	consistent	ADJ
american_scientific_journal-12156	86	5	with	with	ADP
american_scientific_journal-12156	86	6	the	the	DET
american_scientific_journal-12156	86	7	conclusions	conclusion	NOUN
american_scientific_journal-12156	86	8	of	of	ADP
american_scientific_journal-12156	86	9	the	the	DET
american_scientific_journal-12156	86	10	study	study	NOUN
american_scientific_journal-12156	86	11	by	by	ADP
american_scientific_journal-12156	86	12	shen	shen	PROPN
american_scientific_journal-12156	86	13	,	,	PUNCT
american_scientific_journal-12156	86	14	j.	j.	PROPN
american_scientific_journal-12156	86	15	and	and	CCONJ
american_scientific_journal-12156	86	16	his	his	PRON
american_scientific_journal-12156	86	17	colleagues	colleague	NOUN
american_scientific_journal-12156	86	18	[	[	X
american_scientific_journal-12156	86	19	7	7	NUM
american_scientific_journal-12156	86	20	]	]	PUNCT
american_scientific_journal-12156	86	21	,	,	PUNCT
american_scientific_journal-12156	86	22	where	where	SCONJ
american_scientific_journal-12156	86	23	similar	similar	ADJ
american_scientific_journal-12156	86	24	indicator	indicator	NOUN
american_scientific_journal-12156	86	25	stability	stability	NOUN
american_scientific_journal-12156	86	26	was	be	AUX
american_scientific_journal-12156	86	27	noted	note	VERB
american_scientific_journal-12156	86	28	during	during	ADP
american_scientific_journal-12156	86	29	intensive	intensive	ADJ
american_scientific_journal-12156	86	30	telemetry	telemetry	NOUN
american_scientific_journal-12156	86	31	data	datum	NOUN
american_scientific_journal-12156	86	32	serialization	serialization	NOUN
american_scientific_journal-12156	86	33	.	.	PUNCT
american_scientific_journal-12156	87	1	overall	overall	ADJ
american_scientific_journal-12156	87	2	,	,	PUNCT
american_scientific_journal-12156	87	3	both	both	DET
american_scientific_journal-12156	87	4	approaches	approach	NOUN
american_scientific_journal-12156	87	5	demonstrate	demonstrate	VERB
american_scientific_journal-12156	87	6	overhead	overhead	ADV
american_scientific_journal-12156	87	7	under	under	ADP
american_scientific_journal-12156	87	8	3	3	NUM
american_scientific_journal-12156	87	9	%	%	NOUN
american_scientific_journal-12156	87	10	,	,	PUNCT
american_scientific_journal-12156	87	11	confirming	confirm	VERB
american_scientific_journal-12156	87	12	feasibility	feasibility	NOUN
american_scientific_journal-12156	87	13	for	for	ADP
american_scientific_journal-12156	87	14	productiongrade	productiongrade	NOUN
american_scientific_journal-12156	87	15	observability	observability	NOUN
american_scientific_journal-12156	87	16	.	.	PUNCT
american_scientific_journal-12156	88	1	the	the	DET
american_scientific_journal-12156	88	2	application	application	NOUN
american_scientific_journal-12156	88	3	of	of	ADP
american_scientific_journal-12156	88	4	ebpf	ebpf	PRON
american_scientific_journal-12156	88	5	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	88	6	ensures	ensure	VERB
american_scientific_journal-12156	88	7	a	a	DET
american_scientific_journal-12156	88	8	balanced	balanced	ADJ
american_scientific_journal-12156	88	9	ratio	ratio	NOUN
american_scientific_journal-12156	88	10	between	between	ADP
american_scientific_journal-12156	88	11	data	datum	NOUN
american_scientific_journal-12156	88	12	collection	collection	NOUN
american_scientific_journal-12156	88	13	accuracy	accuracy	NOUN
american_scientific_journal-12156	88	14	and	and	CCONJ
american_scientific_journal-12156	88	15	operational	operational	ADJ
american_scientific_journal-12156	88	16	reliability	reliability	NOUN
american_scientific_journal-12156	88	17	.	.	PUNCT
american_scientific_journal-12156	89	1	the	the	DET
american_scientific_journal-12156	89	2	method	method	NOUN
american_scientific_journal-12156	89	3	does	do	AUX
american_scientific_journal-12156	89	4	not	not	PART
american_scientific_journal-12156	89	5	require	require	VERB
american_scientific_journal-12156	89	6	application	application	NOUN
american_scientific_journal-12156	89	7	modification	modification	NOUN
american_scientific_journal-12156	89	8	,	,	PUNCT
american_scientific_journal-12156	89	9	ensures	ensure	VERB
american_scientific_journal-12156	89	10	compatibility	compatibility	NOUN
american_scientific_journal-12156	89	11	with	with	ADP
american_scientific_journal-12156	89	12	various	various	ADJ
american_scientific_journal-12156	89	13	execution	execution	NOUN
american_scientific_journal-12156	89	14	environments	environment	NOUN
american_scientific_journal-12156	89	15	,	,	PUNCT
american_scientific_journal-12156	89	16	and	and	CCONJ
american_scientific_journal-12156	89	17	supports	support	VERB
american_scientific_journal-12156	89	18	correct	correct	ADJ
american_scientific_journal-12156	89	19	system	system	NOUN
american_scientific_journal-12156	89	20	functioning	function	VERB
american_scientific_journal-12156	89	21	with	with	ADP
american_scientific_journal-12156	89	22	a	a	DET
american_scientific_journal-12156	89	23	high	high	ADJ
american_scientific_journal-12156	89	24	degree	degree	NOUN
american_scientific_journal-12156	89	25	of	of	ADP
american_scientific_journal-12156	89	26	containerization	containerization	NOUN
american_scientific_journal-12156	89	27	.	.	PUNCT
american_scientific_journal-12156	90	1	at	at	ADP
american_scientific_journal-12156	90	2	the	the	DET
american_scientific_journal-12156	90	3	same	same	ADJ
american_scientific_journal-12156	90	4	time	time	NOUN
american_scientific_journal-12156	90	5	,	,	PUNCT
american_scientific_journal-12156	90	6	ebpf	ebpf	PROPN
american_scientific_journal-12156	90	7	's	's	PART
american_scientific_journal-12156	90	8	limited	limited	ADJ
american_scientific_journal-12156	90	9	ability	ability	NOUN
american_scientific_journal-12156	90	10	to	to	PART
american_scientific_journal-12156	90	11	reconstruct	reconstruct	VERB
american_scientific_journal-12156	90	12	causal	causal	ADJ
american_scientific_journal-12156	90	13	relationships	relationship	NOUN
american_scientific_journal-12156	90	14	between	between	ADP
american_scientific_journal-12156	90	15	distributed	distribute	VERB
american_scientific_journal-12156	90	16	calls	call	NOUN
american_scientific_journal-12156	90	17	does	do	AUX
american_scientific_journal-12156	90	18	not	not	PART
american_scientific_journal-12156	90	19	reduce	reduce	VERB
american_scientific_journal-12156	90	20	its	its	PRON
american_scientific_journal-12156	90	21	effectiveness	effectiveness	NOUN
american_scientific_journal-12156	90	22	as	as	ADP
american_scientific_journal-12156	90	23	a	a	DET
american_scientific_journal-12156	90	24	low	low	ADJ
american_scientific_journal-12156	90	25	-	-	PUNCT
american_scientific_journal-12156	90	26	level	level	NOUN
american_scientific_journal-12156	90	27	monitoring	monitoring	NOUN
american_scientific_journal-12156	90	28	tool	tool	NOUN
american_scientific_journal-12156	90	29	.	.	PUNCT
american_scientific_journal-12156	91	1	this	this	DET
american_scientific_journal-12156	91	2	approach	approach	NOUN
american_scientific_journal-12156	91	3	minimizes	minimize	VERB
american_scientific_journal-12156	91	4	interference	interference	NOUN
american_scientific_journal-12156	91	5	with	with	ADP
american_scientific_journal-12156	91	6	production	production	NOUN
american_scientific_journal-12156	91	7	code	code	NOUN
american_scientific_journal-12156	91	8	,	,	PUNCT
american_scientific_journal-12156	91	9	preserving	preserve	VERB
american_scientific_journal-12156	91	10	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	91	11	integrity	integrity	NOUN
american_scientific_journal-12156	91	12	and	and	CCONJ
american_scientific_journal-12156	91	13	observation	observation	NOUN
american_scientific_journal-12156	91	14	process	process	NOUN
american_scientific_journal-12156	91	15	continuity	continuity	NOUN
american_scientific_journal-12156	91	16	.	.	PUNCT
american_scientific_journal-12156	92	1	4.discussion	4.discussion	NUM
american_scientific_journal-12156	92	2	a	a	DET
american_scientific_journal-12156	92	3	comparison	comparison	NOUN
american_scientific_journal-12156	92	4	of	of	ADP
american_scientific_journal-12156	92	5	the	the	DET
american_scientific_journal-12156	92	6	two	two	NUM
american_scientific_journal-12156	92	7	auto	auto	NOUN
american_scientific_journal-12156	92	8	-	-	PUNCT
american_scientific_journal-12156	92	9	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	92	10	paradigms	paradigm	NOUN
american_scientific_journal-12156	92	11	—	—	PUNCT
american_scientific_journal-12156	92	12	compile	compile	NOUN
american_scientific_journal-12156	92	13	-	-	PUNCT
american_scientific_journal-12156	92	14	time	time	NOUN
american_scientific_journal-12156	92	15	and	and	CCONJ
american_scientific_journal-12156	92	16	runtime	runtime	NOUN
american_scientific_journal-12156	92	17	—	—	PUNCT
american_scientific_journal-12156	92	18	shows	show	VERB
american_scientific_journal-12156	92	19	that	that	SCONJ
american_scientific_journal-12156	92	20	their	their	PRON
american_scientific_journal-12156	92	21	difference	difference	NOUN
american_scientific_journal-12156	92	22	does	do	AUX
american_scientific_journal-12156	92	23	not	not	PART
american_scientific_journal-12156	92	24	merely	merely	ADV
american_scientific_journal-12156	92	25	boil	boil	VERB
american_scientific_journal-12156	92	26	down	down	ADP
american_scientific_journal-12156	92	27	to	to	ADP
american_scientific_journal-12156	92	28	the	the	DET
american_scientific_journal-12156	92	29	injection	injection	NOUN
american_scientific_journal-12156	92	30	technique	technique	NOUN
american_scientific_journal-12156	92	31	but	but	CCONJ
american_scientific_journal-12156	92	32	reflects	reflect	VERB
american_scientific_journal-12156	92	33	two	two	NUM
american_scientific_journal-12156	92	34	different	different	ADJ
american_scientific_journal-12156	92	35	views	view	NOUN
american_scientific_journal-12156	92	36	on	on	ADP
american_scientific_journal-12156	92	37	the	the	DET
american_scientific_journal-12156	92	38	very	very	ADJ
american_scientific_journal-12156	92	39	nature	nature	NOUN
american_scientific_journal-12156	92	40	of	of	ADP
american_scientific_journal-12156	92	41	observability	observability	NOUN
american_scientific_journal-12156	92	42	in	in	ADP
american_scientific_journal-12156	92	43	software	software	NOUN
american_scientific_journal-12156	92	44	systems	system	NOUN
american_scientific_journal-12156	92	45	.	.	PUNCT
american_scientific_journal-12156	93	1	the	the	DET
american_scientific_journal-12156	93	2	compile	compile	NOUN
american_scientific_journal-12156	93	3	-	-	PUNCT
american_scientific_journal-12156	93	4	time	time	NOUN
american_scientific_journal-12156	93	5	approach	approach	NOUN
american_scientific_journal-12156	93	6	views	view	VERB
american_scientific_journal-12156	93	7	telemetry	telemetry	NOUN
american_scientific_journal-12156	93	8	as	as	ADP
american_scientific_journal-12156	93	9	part	part	NOUN
american_scientific_journal-12156	93	10	of	of	ADP
american_scientific_journal-12156	93	11	the	the	DET
american_scientific_journal-12156	93	12	program	program	NOUN
american_scientific_journal-12156	93	13	logic	logic	NOUN
american_scientific_journal-12156	93	14	,	,	PUNCT
american_scientific_journal-12156	93	15	while	while	SCONJ
american_scientific_journal-12156	93	16	the	the	DET
american_scientific_journal-12156	93	17	dynamic	dynamic	ADJ
american_scientific_journal-12156	93	18	approach	approach	NOUN
american_scientific_journal-12156	93	19	views	view	VERB
american_scientific_journal-12156	93	20	it	it	PRON
american_scientific_journal-12156	93	21	as	as	ADP
american_scientific_journal-12156	93	22	an	an	DET
american_scientific_journal-12156	93	23	external	external	ADJ
american_scientific_journal-12156	93	24	diagnostic	diagnostic	ADJ
american_scientific_journal-12156	93	25	layer	layer	NOUN
american_scientific_journal-12156	93	26	.	.	PUNCT
american_scientific_journal-12156	94	1	as	as	SCONJ
american_scientific_journal-12156	94	2	shown	show	VERB
american_scientific_journal-12156	94	3	in	in	ADP
american_scientific_journal-12156	94	4	the	the	DET
american_scientific_journal-12156	94	5	study	study	NOUN
american_scientific_journal-12156	94	6	by	by	ADP
american_scientific_journal-12156	94	7	hansen	hansen	PROPN
american_scientific_journal-12156	94	8	m.	m.	PROPN
american_scientific_journal-12156	94	9	&	&	CCONJ
american_scientific_journal-12156	94	10	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	94	11	w.	w.	PROPN
american_scientific_journal-12156	95	1	[	[	X
american_scientific_journal-12156	95	2	2	2	NUM
american_scientific_journal-12156	95	3	]	]	PUNCT
american_scientific_journal-12156	95	4	,	,	PUNCT
american_scientific_journal-12156	95	5	compile	compile	NOUN
american_scientific_journal-12156	95	6	-	-	PUNCT
american_scientific_journal-12156	95	7	time	time	NOUN
american_scientific_journal-12156	95	8	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	95	9	ensures	ensure	VERB
american_scientific_journal-12156	95	10	full	full	ADJ
american_scientific_journal-12156	95	11	inclusion	inclusion	NOUN
american_scientific_journal-12156	95	12	of	of	ADP
american_scientific_journal-12156	95	13	trace	trace	NOUN
american_scientific_journal-12156	95	14	context	context	NOUN
american_scientific_journal-12156	95	15	into	into	ADP
american_scientific_journal-12156	95	16	the	the	DET
american_scientific_journal-12156	95	17	program	program	NOUN
american_scientific_journal-12156	95	18	structure	structure	NOUN
american_scientific_journal-12156	95	19	.	.	PUNCT
american_scientific_journal-12156	96	1	by	by	ADP
american_scientific_journal-12156	96	2	analyzing	analyze	VERB
american_scientific_journal-12156	96	3	the	the	DET
american_scientific_journal-12156	96	4	abstract	abstract	ADJ
american_scientific_journal-12156	96	5	syntax	syntax	NOUN
american_scientific_journal-12156	96	6	tree	tree	NOUN
american_scientific_journal-12156	96	7	and	and	CCONJ
american_scientific_journal-12156	96	8	automatically	automatically	ADV
american_scientific_journal-12156	96	9	injecting	inject	VERB
american_scientific_journal-12156	96	10	instrumenter	instrumenter	NOUN
american_scientific_journal-12156	96	11	and	and	CCONJ
american_scientific_journal-12156	96	12	extractor	extractor	NOUN
american_scientific_journal-12156	96	13	interfaces	interface	NOUN
american_scientific_journal-12156	96	14	,	,	PUNCT
american_scientific_journal-12156	96	15	consistency	consistency	NOUN
american_scientific_journal-12156	96	16	of	of	ADP
american_scientific_journal-12156	96	17	all	all	DET
american_scientific_journal-12156	96	18	observation	observation	NOUN
american_scientific_journal-12156	96	19	chain	chain	NOUN
american_scientific_journal-12156	96	20	elements	element	NOUN
american_scientific_journal-12156	96	21	is	be	AUX
american_scientific_journal-12156	96	22	achieved	achieve	VERB
american_scientific_journal-12156	96	23	.	.	PUNCT
american_scientific_journal-12156	97	1	this	this	DET
american_scientific_journal-12156	97	2	approach	approach	NOUN
american_scientific_journal-12156	97	3	creates	create	VERB
american_scientific_journal-12156	97	4	not	not	PART
american_scientific_journal-12156	97	5	just	just	ADV
american_scientific_journal-12156	97	6	monitoring	monitor	VERB
american_scientific_journal-12156	97	7	,	,	PUNCT
american_scientific_journal-12156	97	8	but	but	CCONJ
american_scientific_journal-12156	97	9	an	an	DET
american_scientific_journal-12156	97	10	internal	internal	ADJ
american_scientific_journal-12156	97	11	execution	execution	NOUN
american_scientific_journal-12156	97	12	model	model	NOUN
american_scientific_journal-12156	97	13	where	where	SCONJ
american_scientific_journal-12156	97	14	every	every	DET
american_scientific_journal-12156	97	15	function	function	NOUN
american_scientific_journal-12156	97	16	call	call	NOUN
american_scientific_journal-12156	97	17	becomes	become	VERB
american_scientific_journal-12156	97	18	an	an	DET
american_scientific_journal-12156	97	19	element	element	NOUN
american_scientific_journal-12156	97	20	of	of	ADP
american_scientific_journal-12156	97	21	a	a	DET
american_scientific_journal-12156	97	22	coherent	coherent	ADJ
american_scientific_journal-12156	97	23	semantic	semantic	ADJ
american_scientific_journal-12156	97	24	map	map	NOUN
american_scientific_journal-12156	97	25	of	of	ADP
american_scientific_journal-12156	97	26	the	the	DET
american_scientific_journal-12156	97	27	system	system	NOUN
american_scientific_journal-12156	97	28	.	.	PUNCT
american_scientific_journal-12156	98	1	at	at	ADP
american_scientific_journal-12156	98	2	the	the	DET
american_scientific_journal-12156	98	3	same	same	ADJ
american_scientific_journal-12156	98	4	time	time	NOUN
american_scientific_journal-12156	98	5	,	,	PUNCT
american_scientific_journal-12156	98	6	this	this	DET
american_scientific_journal-12156	98	7	accuracy	accuracy	NOUN
american_scientific_journal-12156	98	8	is	be	AUX
american_scientific_journal-12156	98	9	achieved	achieve	VERB
american_scientific_journal-12156	98	10	at	at	ADP
american_scientific_journal-12156	98	11	the	the	DET
american_scientific_journal-12156	98	12	cost	cost	NOUN
american_scientific_journal-12156	98	13	of	of	ADP
american_scientific_journal-12156	98	14	complicating	complicate	VERB
american_scientific_journal-12156	98	15	the	the	DET
american_scientific_journal-12156	98	16	build	build	NOUN
american_scientific_journal-12156	98	17	lifecycle	lifecycle	NOUN
american_scientific_journal-12156	98	18	.	.	PUNCT
american_scientific_journal-12156	99	1	as	as	SCONJ
american_scientific_journal-12156	99	2	noted	note	VERB
american_scientific_journal-12156	99	3	by	by	ADP
american_scientific_journal-12156	99	4	risdianto	risdianto	NOUN
american_scientific_journal-12156	99	5	a.	a.	NOUN
american_scientific_journal-12156	99	6	and	and	CCONJ
american_scientific_journal-12156	99	7	his	his	PRON
american_scientific_journal-12156	99	8	colleagues	colleague	NOUN
american_scientific_journal-12156	99	9	[	[	X
american_scientific_journal-12156	99	10	9	9	NUM
american_scientific_journal-12156	99	11	]	]	PUNCT
american_scientific_journal-12156	99	12	,	,	PUNCT
american_scientific_journal-12156	99	13	the	the	DET
american_scientific_journal-12156	99	14	need	need	NOUN
american_scientific_journal-12156	99	15	to	to	PART
american_scientific_journal-12156	99	16	integrate	integrate	VERB
american_scientific_journal-12156	99	17	telemetry	telemetry	NOUN
american_scientific_journal-12156	99	18	into	into	ADP
american_scientific_journal-12156	99	19	the	the	DET
american_scientific_journal-12156	99	20	compilation	compilation	NOUN
american_scientific_journal-12156	99	21	process	process	NOUN
american_scientific_journal-12156	99	22	requires	require	VERB
american_scientific_journal-12156	99	23	changing	change	VERB
american_scientific_journal-12156	99	24	build	build	NOUN
american_scientific_journal-12156	99	25	tools	tool	NOUN
american_scientific_journal-12156	99	26	and	and	CCONJ
american_scientific_journal-12156	99	27	version	version	NOUN
american_scientific_journal-12156	99	28	control	control	NOUN
american_scientific_journal-12156	99	29	,	,	PUNCT
american_scientific_journal-12156	99	30	which	which	PRON
american_scientific_journal-12156	99	31	reduces	reduce	VERB
american_scientific_journal-12156	99	32	devops	devop	NOUN
american_scientific_journal-12156	99	33	pipeline	pipeline	NOUN
american_scientific_journal-12156	99	34	flexibility	flexibility	NOUN
american_scientific_journal-12156	99	35	.	.	PUNCT
american_scientific_journal-12156	100	1	however	however	ADV
american_scientific_journal-12156	100	2	,	,	PUNCT
american_scientific_journal-12156	100	3	this	this	DET
american_scientific_journal-12156	100	4	limitation	limitation	NOUN
american_scientific_journal-12156	100	5	is	be	AUX
american_scientific_journal-12156	100	6	not	not	PART
american_scientific_journal-12156	100	7	a	a	DET
american_scientific_journal-12156	100	8	weakness	weakness	NOUN
american_scientific_journal-12156	100	9	but	but	CCONJ
american_scientific_journal-12156	100	10	reflects	reflect	VERB
american_scientific_journal-12156	100	11	the	the	DET
american_scientific_journal-12156	100	12	approach	approach	NOUN
american_scientific_journal-12156	100	13	's	's	PART
american_scientific_journal-12156	100	14	orientation	orientation	NOUN
american_scientific_journal-12156	100	15	towards	towards	ADP
american_scientific_journal-12156	100	16	data	datum	NOUN
american_scientific_journal-12156	100	17	predictability	predictability	NOUN
american_scientific_journal-12156	100	18	and	and	CCONJ
american_scientific_journal-12156	100	19	verifiability	verifiability	NOUN
american_scientific_journal-12156	100	20	.	.	PUNCT
american_scientific_journal-12156	101	1	compile	compile	NOUN
american_scientific_journal-12156	101	2	-	-	PUNCT
american_scientific_journal-12156	101	3	time	time	NOUN
american_scientific_journal-12156	101	4	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	101	5	forms	form	VERB
american_scientific_journal-12156	101	6	the	the	DET
american_scientific_journal-12156	101	7	basis	basis	NOUN
american_scientific_journal-12156	101	8	for	for	ADP
american_scientific_journal-12156	101	9	long	long	ADJ
american_scientific_journal-12156	101	10	-	-	PUNCT
american_scientific_journal-12156	101	11	term	term	NOUN
american_scientific_journal-12156	101	12	performance	performance	NOUN
american_scientific_journal-12156	101	13	analysis	analysis	NOUN
american_scientific_journal-12156	101	14	,	,	PUNCT
american_scientific_journal-12156	101	15	where	where	SCONJ
american_scientific_journal-12156	101	16	metric	metric	ADJ
american_scientific_journal-12156	101	17	reliability	reliability	NOUN
american_scientific_journal-12156	101	18	is	be	AUX
american_scientific_journal-12156	101	19	more	more	ADV
american_scientific_journal-12156	101	20	important	important	ADJ
american_scientific_journal-12156	101	21	than	than	ADP
american_scientific_journal-12156	101	22	its	its	PRON
american_scientific_journal-12156	101	23	instantaneous	instantaneous	ADJ
american_scientific_journal-12156	101	24	acquisition	acquisition	NOUN
american_scientific_journal-12156	101	25	.	.	PUNCT
american_scientific_journal-12156	102	1	a	a	DET
american_scientific_journal-12156	102	2	different	different	ADJ
american_scientific_journal-12156	102	3	philosophy	philosophy	NOUN
american_scientific_journal-12156	102	4	is	be	AUX
american_scientific_journal-12156	102	5	adhered	adhere	VERB
american_scientific_journal-12156	102	6	to	to	ADP
american_scientific_journal-12156	102	7	by	by	ADP
american_scientific_journal-12156	102	8	the	the	DET
american_scientific_journal-12156	102	9	dynamic	dynamic	ADJ
american_scientific_journal-12156	102	10	observation	observation	NOUN
american_scientific_journal-12156	102	11	model	model	NOUN
american_scientific_journal-12156	102	12	implemented	implement	VERB
american_scientific_journal-12156	102	13	via	via	ADP
american_scientific_journal-12156	102	14	ebpf	ebpf	NOUN
american_scientific_journal-12156	102	15	.	.	PUNCT
american_scientific_journal-12156	103	1	the	the	DET
american_scientific_journal-12156	103	2	study	study	NOUN
american_scientific_journal-12156	103	3	by	by	ADP
american_scientific_journal-12156	103	4	yang	yang	PROPN
american_scientific_journal-12156	103	5	w.	w.	PROPN
american_scientific_journal-12156	103	6	and	and	CCONJ
american_scientific_journal-12156	103	7	his	his	PRON
american_scientific_journal-12156	103	8	colleagues	colleague	NOUN
american_scientific_journal-12156	104	1	[	[	X
american_scientific_journal-12156	104	2	10	10	NUM
american_scientific_journal-12156	104	3	]	]	PUNCT
american_scientific_journal-12156	104	4	shows	show	VERB
american_scientific_journal-12156	104	5	that	that	SCONJ
american_scientific_journal-12156	104	6	injecting	inject	VERB
american_scientific_journal-12156	104	7	observation	observation	NOUN
american_scientific_journal-12156	104	8	points	point	NOUN
american_scientific_journal-12156	104	9	in	in	ADP
american_scientific_journal-12156	104	10	the	the	DET
american_scientific_journal-12156	104	11	operating	operating	NOUN
american_scientific_journal-12156	104	12	system	system	NOUN
american_scientific_journal-12156	104	13	kernel	kernel	PROPN
american_scientific_journal-12156	104	14	allows	allow	VERB
american_scientific_journal-12156	104	15	capturing	capture	VERB
american_scientific_journal-12156	104	16	application	application	NOUN
american_scientific_journal-12156	104	17	behavior	behavior	NOUN
american_scientific_journal-12156	104	18	without	without	ADP
american_scientific_journal-12156	104	19	changing	change	VERB
american_scientific_journal-12156	104	20	source	source	NOUN
american_scientific_journal-12156	104	21	code	code	NOUN
american_scientific_journal-12156	104	22	.	.	PUNCT
american_scientific_journal-12156	105	1	this	this	DET
american_scientific_journal-12156	105	2	approach	approach	NOUN
american_scientific_journal-12156	105	3	eliminates	eliminate	VERB
american_scientific_journal-12156	105	4	the	the	DET
american_scientific_journal-12156	105	5	barrier	barrier	NOUN
american_scientific_journal-12156	105	6	between	between	ADP
american_scientific_journal-12156	105	7	development	development	NOUN
american_scientific_journal-12156	105	8	and	and	CCONJ
american_scientific_journal-12156	105	9	operations	operation	NOUN
american_scientific_journal-12156	105	10	,	,	PUNCT
american_scientific_journal-12156	105	11	turning	turn	VERB
american_scientific_journal-12156	105	12	the	the	DET
american_scientific_journal-12156	105	13	monitoring	monitoring	NOUN
american_scientific_journal-12156	105	14	system	system	NOUN
american_scientific_journal-12156	105	15	into	into	ADP
american_scientific_journal-12156	105	16	an	an	DET
american_scientific_journal-12156	105	17	independent	independent	ADJ
american_scientific_journal-12156	105	18	layer	layer	NOUN
american_scientific_journal-12156	105	19	capable	capable	ADJ
american_scientific_journal-12156	105	20	of	of	ADP
american_scientific_journal-12156	105	21	working	work	VERB
american_scientific_journal-12156	105	22	with	with	ADP
american_scientific_journal-12156	105	23	already	already	ADV
american_scientific_journal-12156	105	24	deployed	deploy	VERB
american_scientific_journal-12156	105	25	services	service	NOUN
american_scientific_journal-12156	105	26	.	.	PUNCT
american_scientific_journal-12156	106	1	the	the	DET
american_scientific_journal-12156	106	2	merit	merit	NOUN
american_scientific_journal-12156	106	3	of	of	ADP
american_scientific_journal-12156	106	4	the	the	DET
american_scientific_journal-12156	106	5	method	method	NOUN
american_scientific_journal-12156	106	6	lies	lie	VERB
american_scientific_journal-12156	106	7	in	in	ADP
american_scientific_journal-12156	106	8	its	its	PRON
american_scientific_journal-12156	106	9	transparency	transparency	NOUN
american_scientific_journal-12156	106	10	.	.	PUNCT
american_scientific_journal-12156	107	1	it	it	PRON
american_scientific_journal-12156	107	2	does	do	AUX
american_scientific_journal-12156	107	3	not	not	PART
american_scientific_journal-12156	107	4	interfere	interfere	VERB
american_scientific_journal-12156	107	5	with	with	ADP
american_scientific_journal-12156	107	6	the	the	DET
american_scientific_journal-12156	107	7	codebase	codebase	NOUN
american_scientific_journal-12156	107	8	,	,	PUNCT
american_scientific_journal-12156	107	9	does	do	AUX
american_scientific_journal-12156	107	10	not	not	PART
american_scientific_journal-12156	107	11	require	require	VERB
american_scientific_journal-12156	107	12	rebuilding	rebuilding	NOUN
american_scientific_journal-12156	107	13	,	,	PUNCT
american_scientific_journal-12156	107	14	and	and	CCONJ
american_scientific_journal-12156	107	15	can	can	AUX
american_scientific_journal-12156	107	16	be	be	AUX
american_scientific_journal-12156	107	17	used	use	VERB
american_scientific_journal-12156	107	18	for	for	ADP
american_scientific_journal-12156	107	19	rapid	rapid	ADJ
american_scientific_journal-12156	107	20	error	error	NOUN
american_scientific_journal-12156	107	21	diagnosis	diagnosis	NOUN
american_scientific_journal-12156	107	22	in	in	ADP
american_scientific_journal-12156	107	23	a	a	DET
american_scientific_journal-12156	107	24	live	live	ADJ
american_scientific_journal-12156	107	25	environment	environment	NOUN
american_scientific_journal-12156	107	26	.	.	PUNCT
american_scientific_journal-12156	108	1	however	however	ADV
american_scientific_journal-12156	108	2	,	,	PUNCT
american_scientific_journal-12156	108	3	as	as	SCONJ
american_scientific_journal-12156	108	4	noted	note	VERB
american_scientific_journal-12156	108	5	by	by	ADP
american_scientific_journal-12156	108	6	nõu	nõu	PROPN
american_scientific_journal-12156	108	7	a.	a.	PROPN
american_scientific_journal-12156	108	8	and	and	CCONJ
american_scientific_journal-12156	108	9	his	his	PRON
american_scientific_journal-12156	108	10	colleagues	colleague	NOUN
american_scientific_journal-12156	109	1	[	[	X
american_scientific_journal-12156	109	2	3	3	NUM
american_scientific_journal-12156	109	3	]	]	PUNCT
american_scientific_journal-12156	109	4	,	,	PUNCT
american_scientific_journal-12156	109	5	it	it	PRON
american_scientific_journal-12156	109	6	is	be	AUX
american_scientific_journal-12156	109	7	precisely	precisely	ADV
american_scientific_journal-12156	109	8	the	the	DET
american_scientific_journal-12156	109	9	lack	lack	NOUN
american_scientific_journal-12156	109	10	of	of	ADP
american_scientific_journal-12156	109	11	embedding	embed	VERB
american_scientific_journal-12156	109	12	into	into	ADP
american_scientific_journal-12156	109	13	the	the	DET
american_scientific_journal-12156	109	14	program	program	NOUN
american_scientific_journal-12156	109	15	context	context	NOUN
american_scientific_journal-12156	109	16	that	that	PRON
american_scientific_journal-12156	109	17	limits	limit	VERB
american_scientific_journal-12156	109	18	analysis	analysis	NOUN
american_scientific_journal-12156	109	19	depth	depth	NOUN
american_scientific_journal-12156	109	20	—	—	PUNCT
american_scientific_journal-12156	109	21	ebpf	ebpf	ADP
american_scientific_journal-12156	109	22	captures	capture	VERB
american_scientific_journal-12156	109	23	events	event	NOUN
american_scientific_journal-12156	109	24	,	,	PUNCT
american_scientific_journal-12156	109	25	but	but	CCONJ
american_scientific_journal-12156	109	26	not	not	PART
american_scientific_journal-12156	109	27	their	their	PRON
american_scientific_journal-12156	109	28	causal	causal	ADJ
american_scientific_journal-12156	109	29	relationships	relationship	NOUN
american_scientific_journal-12156	109	30	.	.	PUNCT
american_scientific_journal-12156	110	1	therefore	therefore	ADV
american_scientific_journal-12156	110	2	,	,	PUNCT
american_scientific_journal-12156	110	3	solutions	solution	NOUN
american_scientific_journal-12156	110	4	based	base	VERB
american_scientific_journal-12156	110	5	on	on	ADP
american_scientific_journal-12156	110	6	compile	compile	NOUN
american_scientific_journal-12156	110	7	-	-	PUNCT
american_scientific_journal-12156	110	8	time	time	NOUN
american_scientific_journal-12156	110	9	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	110	10	remain	remain	VERB
american_scientific_journal-12156	110	11	indispensable	indispensable	ADJ
american_scientific_journal-12156	110	12	for	for	ADP
american_scientific_journal-12156	110	13	analyzing	analyze	VERB
american_scientific_journal-12156	110	14	interaction	interaction	NOUN
american_scientific_journal-12156	110	15	logic	logic	NOUN
american_scientific_journal-12156	110	16	between	between	ADP
american_scientific_journal-12156	110	17	components	component	NOUN
american_scientific_journal-12156	110	18	,	,	PUNCT
american_scientific_journal-12156	110	19	while	while	SCONJ
american_scientific_journal-12156	110	20	runtime	runtime	NOUN
american_scientific_journal-12156	110	21	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	110	22	is	be	AUX
american_scientific_journal-12156	110	23	used	use	VERB
american_scientific_journal-12156	110	24	mainly	mainly	ADV
american_scientific_journal-12156	110	25	for	for	ADP
american_scientific_journal-12156	110	26	control	control	NOUN
american_scientific_journal-12156	110	27	during	during	ADP
american_scientific_journal-12156	110	28	operation	operation	NOUN
american_scientific_journal-12156	110	29	.	.	PUNCT
american_scientific_journal-12156	111	1	the	the	DET
american_scientific_journal-12156	111	2	challenge	challenge	NOUN
american_scientific_journal-12156	111	3	in	in	ADP
american_scientific_journal-12156	111	4	using	use	VERB
american_scientific_journal-12156	111	5	ebpf	ebpf	NOUN
american_scientific_journal-12156	111	6	in	in	ADP
american_scientific_journal-12156	111	7	production	production	NOUN
american_scientific_journal-12156	111	8	is	be	AUX
american_scientific_journal-12156	111	9	that	that	SCONJ
american_scientific_journal-12156	111	10	american	american	ADJ
american_scientific_journal-12156	111	11	academic	academic	ADJ
american_scientific_journal-12156	111	12	scientific	scientific	ADJ
american_scientific_journal-12156	111	13	research	research	NOUN
american_scientific_journal-12156	111	14	journal	journal	NOUN
american_scientific_journal-12156	111	15	for	for	ADP
american_scientific_journal-12156	111	16	engineering	engineering	NOUN
american_scientific_journal-12156	111	17	,	,	PUNCT
american_scientific_journal-12156	111	18	technology	technology	NOUN
american_scientific_journal-12156	111	19	,	,	PUNCT
american_scientific_journal-12156	111	20	and	and	CCONJ
american_scientific_journal-12156	111	21	sciences	science	NOUN
american_scientific_journal-12156	111	22	(	(	PUNCT
american_scientific_journal-12156	111	23	asrjets	asrjet	NOUN
american_scientific_journal-12156	111	24	)	)	PUNCT
american_scientific_journal-12156	111	25	volume	volume	NOUN
american_scientific_journal-12156	111	26	103	103	NUM
american_scientific_journal-12156	111	27	,	,	PUNCT
american_scientific_journal-12156	111	28	no	no	DET
american_scientific_journal-12156	111	29	1	1	NUM
american_scientific_journal-12156	111	30	,	,	PUNCT
american_scientific_journal-12156	111	31	pp	pp	ADV
american_scientific_journal-12156	111	32	485	485	NUM
american_scientific_journal-12156	111	33	-	-	SYM
american_scientific_journal-12156	111	34	494	494	NUM
american_scientific_journal-12156	111	35	491	491	NUM
american_scientific_journal-12156	111	36	root	root	NOUN
american_scientific_journal-12156	111	37	access	access	NOUN
american_scientific_journal-12156	111	38	is	be	AUX
american_scientific_journal-12156	111	39	necessary	necessary	ADJ
american_scientific_journal-12156	111	40	for	for	SCONJ
american_scientific_journal-12156	111	41	the	the	DET
american_scientific_journal-12156	111	42	application	application	NOUN
american_scientific_journal-12156	111	43	to	to	PART
american_scientific_journal-12156	111	44	instrument	instrument	VERB
american_scientific_journal-12156	111	45	the	the	DET
american_scientific_journal-12156	111	46	running	run	VERB
american_scientific_journal-12156	111	47	code.the	code.the	DET
american_scientific_journal-12156	111	48	choice	choice	NOUN
american_scientific_journal-12156	111	49	between	between	ADP
american_scientific_journal-12156	111	50	these	these	DET
american_scientific_journal-12156	111	51	approaches	approach	NOUN
american_scientific_journal-12156	111	52	should	should	AUX
american_scientific_journal-12156	111	53	not	not	PART
american_scientific_journal-12156	111	54	be	be	AUX
american_scientific_journal-12156	111	55	viewed	view	VERB
american_scientific_journal-12156	111	56	as	as	ADP
american_scientific_journal-12156	111	57	mutually	mutually	ADV
american_scientific_journal-12156	111	58	exclusive	exclusive	ADJ
american_scientific_journal-12156	111	59	.	.	PUNCT
american_scientific_journal-12156	112	1	analysis	analysis	NOUN
american_scientific_journal-12156	112	2	shows	show	VERB
american_scientific_journal-12156	112	3	that	that	SCONJ
american_scientific_journal-12156	112	4	they	they	PRON
american_scientific_journal-12156	112	5	form	form	VERB
american_scientific_journal-12156	112	6	a	a	DET
american_scientific_journal-12156	112	7	natural	natural	ADJ
american_scientific_journal-12156	112	8	hierarchy	hierarchy	NOUN
american_scientific_journal-12156	112	9	of	of	ADP
american_scientific_journal-12156	112	10	tasks	task	NOUN
american_scientific_journal-12156	112	11	.	.	PUNCT
american_scientific_journal-12156	113	1	especially	especially	ADV
american_scientific_journal-12156	113	2	in	in	ADP
american_scientific_journal-12156	113	3	case	case	NOUN
american_scientific_journal-12156	113	4	where	where	SCONJ
american_scientific_journal-12156	113	5	we	we	PRON
american_scientific_journal-12156	113	6	see	see	VERB
american_scientific_journal-12156	113	7	integration	integration	NOUN
american_scientific_journal-12156	113	8	supported	support	VERB
american_scientific_journal-12156	113	9	between	between	ADP
american_scientific_journal-12156	113	10	both	both	DET
american_scientific_journal-12156	113	11	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	113	12	differ	differ	VERB
american_scientific_journal-12156	113	13	in	in	ADP
american_scientific_journal-12156	113	14	the	the	DET
american_scientific_journal-12156	113	15	level	level	NOUN
american_scientific_journal-12156	113	16	of	of	ADP
american_scientific_journal-12156	113	17	support	support	NOUN
american_scientific_journal-12156	113	18	they	they	PRON
american_scientific_journal-12156	113	19	provide	provide	VERB
american_scientific_journal-12156	113	20	,	,	PUNCT
american_scientific_journal-12156	113	21	especially	especially	ADV
american_scientific_journal-12156	113	22	around	around	ADP
american_scientific_journal-12156	113	23	how	how	SCONJ
american_scientific_journal-12156	113	24	trace	trace	NOUN
american_scientific_journal-12156	113	25	metrics	metric	NOUN
american_scientific_journal-12156	113	26	are	be	AUX
american_scientific_journal-12156	113	27	calculated	calculate	VERB
american_scientific_journal-12156	113	28	on	on	ADP
american_scientific_journal-12156	113	29	the	the	DET
american_scientific_journal-12156	113	30	traces	trace	NOUN
american_scientific_journal-12156	113	31	generated	generate	VERB
american_scientific_journal-12156	113	32	by	by	ADP
american_scientific_journal-12156	113	33	both	both	DET
american_scientific_journal-12156	113	34	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	113	35	.	.	PUNCT
american_scientific_journal-12156	114	1	compile	compile	NOUN
american_scientific_journal-12156	114	2	-	-	PUNCT
american_scientific_journal-12156	114	3	time	time	NOUN
american_scientific_journal-12156	114	4	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	114	5	still	still	ADV
american_scientific_journal-12156	114	6	honors	honor	VERB
american_scientific_journal-12156	114	7	head	head	NOUN
american_scientific_journal-12156	114	8	-	-	PUNCT
american_scientific_journal-12156	114	9	based	base	VERB
american_scientific_journal-12156	114	10	sampling	sampling	NOUN
american_scientific_journal-12156	114	11	,	,	PUNCT
american_scientific_journal-12156	114	12	whereas	whereas	SCONJ
american_scientific_journal-12156	114	13	with	with	ADP
american_scientific_journal-12156	114	14	ebpf	ebpf	NOUN
american_scientific_journal-12156	114	15	,	,	PUNCT
american_scientific_journal-12156	114	16	we	we	PRON
american_scientific_journal-12156	114	17	can	can	AUX
american_scientific_journal-12156	114	18	only	only	ADV
american_scientific_journal-12156	114	19	do	do	VERB
american_scientific_journal-12156	114	20	tail	tail	NOUN
american_scientific_journal-12156	114	21	-	-	PUNCT
american_scientific_journal-12156	114	22	based	base	VERB
american_scientific_journal-12156	114	23	sampling	sampling	NOUN
american_scientific_journal-12156	114	24	.	.	PUNCT
american_scientific_journal-12156	115	1	compile	compile	NOUN
american_scientific_journal-12156	115	2	-	-	PUNCT
american_scientific_journal-12156	115	3	time	time	NOUN
american_scientific_journal-12156	115	4	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	115	5	ensures	ensure	VERB
american_scientific_journal-12156	115	6	structural	structural	ADJ
american_scientific_journal-12156	115	7	accuracy	accuracy	NOUN
american_scientific_journal-12156	115	8	and	and	CCONJ
american_scientific_journal-12156	115	9	context	context	NOUN
american_scientific_journal-12156	115	10	completeness	completeness	NOUN
american_scientific_journal-12156	115	11	,	,	PUNCT
american_scientific_journal-12156	115	12	while	while	SCONJ
american_scientific_journal-12156	115	13	runtime	runtime	NOUN
american_scientific_journal-12156	115	14	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	115	15	ensures	ensure	VERB
american_scientific_journal-12156	115	16	stability	stability	NOUN
american_scientific_journal-12156	115	17	and	and	CCONJ
american_scientific_journal-12156	115	18	continuity	continuity	NOUN
american_scientific_journal-12156	115	19	of	of	ADP
american_scientific_journal-12156	115	20	observation	observation	NOUN
american_scientific_journal-12156	115	21	in	in	ADP
american_scientific_journal-12156	115	22	the	the	DET
american_scientific_journal-12156	115	23	working	working	NOUN
american_scientific_journal-12156	115	24	environment	environment	NOUN
american_scientific_journal-12156	115	25	.	.	PUNCT
american_scientific_journal-12156	116	1	table	table	NOUN
american_scientific_journal-12156	116	2	3	3	NUM
american_scientific_journal-12156	116	3	presents	present	VERB
american_scientific_journal-12156	116	4	a	a	DET
american_scientific_journal-12156	116	5	general	general	ADJ
american_scientific_journal-12156	116	6	comparison	comparison	NOUN
american_scientific_journal-12156	116	7	of	of	ADP
american_scientific_journal-12156	116	8	their	their	PRON
american_scientific_journal-12156	116	9	characteristics	characteristic	NOUN
american_scientific_journal-12156	116	10	,	,	PUNCT
american_scientific_journal-12156	116	11	demonstrating	demonstrate	VERB
american_scientific_journal-12156	116	12	the	the	DET
american_scientific_journal-12156	116	13	differences	difference	NOUN
american_scientific_journal-12156	116	14	in	in	ADP
american_scientific_journal-12156	116	15	technical	technical	ADJ
american_scientific_journal-12156	116	16	parameters	parameter	NOUN
american_scientific_journal-12156	116	17	and	and	CCONJ
american_scientific_journal-12156	116	18	research	research	NOUN
american_scientific_journal-12156	116	19	philosophy	philosophy	NOUN
american_scientific_journal-12156	116	20	between	between	ADP
american_scientific_journal-12156	116	21	the	the	DET
american_scientific_journal-12156	116	22	methods	method	NOUN
american_scientific_journal-12156	116	23	.	.	PUNCT
american_scientific_journal-12156	117	1	table	table	NOUN
american_scientific_journal-12156	117	2	3	3	NUM
american_scientific_journal-12156	117	3	:	:	PUNCT
american_scientific_journal-12156	117	4	comparison	comparison	NOUN
american_scientific_journal-12156	117	5	of	of	ADP
american_scientific_journal-12156	117	6	compile	compile	NOUN
american_scientific_journal-12156	117	7	-	-	PUNCT
american_scientific_journal-12156	117	8	time	time	NOUN
american_scientific_journal-12156	117	9	and	and	CCONJ
american_scientific_journal-12156	117	10	runtime	runtime	NOUN
american_scientific_journal-12156	117	11	(	(	PUNCT
american_scientific_journal-12156	117	12	ebpf	ebpf	PROPN
american_scientific_journal-12156	117	13	)	)	PUNCT
american_scientific_journal-12156	117	14	auto	auto	NOUN
american_scientific_journal-12156	117	15	-	-	PUNCT
american_scientific_journal-12156	117	16	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	117	17	in	in	ADP
american_scientific_journal-12156	117	18	go	go	NOUN
american_scientific_journal-12156	117	19	applications	application	NOUN
american_scientific_journal-12156	117	20	(	(	PUNCT
american_scientific_journal-12156	117	21	compiled	compile	VERB
american_scientific_journal-12156	117	22	by	by	ADP
american_scientific_journal-12156	117	23	the	the	DET
american_scientific_journal-12156	117	24	author	author	NOUN
american_scientific_journal-12156	117	25	based	base	VERB
american_scientific_journal-12156	117	26	on	on	ADP
american_scientific_journal-12156	117	27	sources	source	NOUN
american_scientific_journal-12156	117	28	:	:	PUNCT
american_scientific_journal-12156	118	1	[	[	X
american_scientific_journal-12156	118	2	2	2	NUM
american_scientific_journal-12156	118	3	,	,	PUNCT
american_scientific_journal-12156	118	4	3	3	NUM
american_scientific_journal-12156	118	5	,	,	PUNCT
american_scientific_journal-12156	118	6	9	9	NUM
american_scientific_journal-12156	118	7	]	]	SYM
american_scientific_journal-12156	118	8	)	)	PUNCT
american_scientific_journal-12156	118	9	criterion	criterion	NOUN
american_scientific_journal-12156	118	10	compile	compile	NOUN
american_scientific_journal-12156	118	11	-	-	PUNCT
american_scientific_journal-12156	118	12	time	time	NOUN
american_scientific_journal-12156	118	13	(	(	PUNCT
american_scientific_journal-12156	118	14	orchestrion	orchestrion	NOUN
american_scientific_journal-12156	118	15	,	,	PUNCT
american_scientific_journal-12156	118	16	otel	otel	PROPN
american_scientific_journal-12156	118	17	)	)	PUNCT
american_scientific_journal-12156	118	18	runtime	runtime	NOUN
american_scientific_journal-12156	118	19	(	(	PUNCT
american_scientific_journal-12156	118	20	ebpf	ebpf	ADV
american_scientific_journal-12156	118	21	)	)	PUNCT
american_scientific_journal-12156	118	22	invasiveness	invasiveness	NOUN
american_scientific_journal-12156	118	23	requires	require	VERB
american_scientific_journal-12156	118	24	rebuild	rebuild	VERB
american_scientific_journal-12156	118	25	no	no	DET
american_scientific_journal-12156	118	26	code	code	NOUN
american_scientific_journal-12156	118	27	modification	modification	NOUN
american_scientific_journal-12156	118	28	required	require	VERB
american_scientific_journal-12156	118	29	trace	trace	NOUN
american_scientific_journal-12156	118	30	context	context	NOUN
american_scientific_journal-12156	118	31	complete	complete	ADJ
american_scientific_journal-12156	118	32	(	(	PUNCT
american_scientific_journal-12156	118	33	trace	trace	NOUN
american_scientific_journal-12156	118	34	+	+	CCONJ
american_scientific_journal-12156	118	35	span	span	NOUN
american_scientific_journal-12156	118	36	)	)	PUNCT
american_scientific_journal-12156	118	37	limited	limited	ADJ
american_scientific_journal-12156	118	38	performance	performance	NOUN
american_scientific_journal-12156	118	39	build	build	NOUN
american_scientific_journal-12156	118	40	-	-	PUNCT
american_scientific_journal-12156	118	41	time	time	NOUN
american_scientific_journal-12156	118	42	overhead	overhead	ADJ
american_scientific_journal-12156	118	43	minor	minor	ADJ
american_scientific_journal-12156	118	44	runtime	runtime	NOUN
american_scientific_journal-12156	118	45	impact	impact	NOUN
american_scientific_journal-12156	118	46	compatibility	compatibility	NOUN
american_scientific_journal-12156	118	47	go	go	VERB
american_scientific_journal-12156	118	48	1.21	1.21	NUM
american_scientific_journal-12156	118	49	+	+	ADJ
american_scientific_journal-12156	118	50	,	,	PUNCT
american_scientific_journal-12156	118	51	static	static	ADJ
american_scientific_journal-12156	118	52	linker	linker	NOUN
american_scientific_journal-12156	118	53	dependent	dependent	ADJ
american_scientific_journal-12156	118	54	on	on	ADP
american_scientific_journal-12156	118	55	the	the	DET
american_scientific_journal-12156	118	56	linux	linux	PROPN
american_scientific_journal-12156	118	57	kernel	kernel	PROPN
american_scientific_journal-12156	118	58	applicability	applicability	PROPN
american_scientific_journal-12156	118	59	dev	dev	PROPN
american_scientific_journal-12156	118	60	/	/	SYM
american_scientific_journal-12156	118	61	ci	ci	PROPN
american_scientific_journal-12156	118	62	pipeline	pipeline	NOUN
american_scientific_journal-12156	118	63	production	production	NOUN
american_scientific_journal-12156	118	64	/	/	SYM
american_scientific_journal-12156	118	65	live	live	VERB
american_scientific_journal-12156	118	66	debugging	debugging	NOUN
american_scientific_journal-12156	118	67	in	in	ADP
american_scientific_journal-12156	118	68	light	light	NOUN
american_scientific_journal-12156	118	69	of	of	ADP
american_scientific_journal-12156	118	70	these	these	DET
american_scientific_journal-12156	118	71	differences	difference	NOUN
american_scientific_journal-12156	118	72	,	,	PUNCT
american_scientific_journal-12156	118	73	it	it	PRON
american_scientific_journal-12156	118	74	can	can	AUX
american_scientific_journal-12156	118	75	be	be	AUX
american_scientific_journal-12156	118	76	argued	argue	VERB
american_scientific_journal-12156	118	77	that	that	SCONJ
american_scientific_journal-12156	118	78	the	the	DET
american_scientific_journal-12156	118	79	observability	observability	NOUN
american_scientific_journal-12156	118	80	architecture	architecture	NOUN
american_scientific_journal-12156	118	81	for	for	ADP
american_scientific_journal-12156	118	82	go	go	NOUN
american_scientific_journal-12156	118	83	should	should	AUX
american_scientific_journal-12156	118	84	be	be	AUX
american_scientific_journal-12156	118	85	built	build	VERB
american_scientific_journal-12156	118	86	as	as	ADP
american_scientific_journal-12156	118	87	a	a	DET
american_scientific_journal-12156	118	88	hybrid	hybrid	ADJ
american_scientific_journal-12156	118	89	one	one	NUM
american_scientific_journal-12156	118	90	.	.	PUNCT
american_scientific_journal-12156	118	91	compile	compile	NOUN
american_scientific_journal-12156	118	92	-	-	PUNCT
american_scientific_journal-12156	118	93	time	time	NOUN
american_scientific_journal-12156	118	94	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	118	95	sets	set	VERB
american_scientific_journal-12156	118	96	the	the	DET
american_scientific_journal-12156	118	97	foundation	foundation	NOUN
american_scientific_journal-12156	118	98	for	for	ADP
american_scientific_journal-12156	118	99	semantic	semantic	ADJ
american_scientific_journal-12156	118	100	accuracy	accuracy	NOUN
american_scientific_journal-12156	118	101	and	and	CCONJ
american_scientific_journal-12156	118	102	compatibility	compatibility	NOUN
american_scientific_journal-12156	118	103	with	with	ADP
american_scientific_journal-12156	118	104	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	118	105	,	,	PUNCT
american_scientific_journal-12156	118	106	whereas	whereas	SCONJ
american_scientific_journal-12156	118	107	ebpf	ebpf	NOUN
american_scientific_journal-12156	118	108	ensures	ensure	VERB
american_scientific_journal-12156	118	109	operational	operational	ADJ
american_scientific_journal-12156	118	110	adaptability	adaptability	NOUN
american_scientific_journal-12156	118	111	and	and	CCONJ
american_scientific_journal-12156	118	112	continuous	continuous	ADJ
american_scientific_journal-12156	118	113	system	system	NOUN
american_scientific_journal-12156	118	114	profiling	profiling	NOUN
american_scientific_journal-12156	118	115	.	.	PUNCT
american_scientific_journal-12156	119	1	this	this	DET
american_scientific_journal-12156	119	2	approach	approach	NOUN
american_scientific_journal-12156	119	3	,	,	PUNCT
american_scientific_journal-12156	119	4	confirmed	confirm	VERB
american_scientific_journal-12156	119	5	by	by	ADP
american_scientific_journal-12156	119	6	studies	study	NOUN
american_scientific_journal-12156	119	7	from	from	ADP
american_scientific_journal-12156	119	8	hansen	hansen	PROPN
american_scientific_journal-12156	119	9	m.	m.	PROPN
american_scientific_journal-12156	119	10	&	&	CCONJ
american_scientific_journal-12156	119	11	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	119	12	w.	w.	PROPN
american_scientific_journal-12156	120	1	[	[	X
american_scientific_journal-12156	120	2	2	2	NUM
american_scientific_journal-12156	120	3	]	]	PUNCT
american_scientific_journal-12156	120	4	and	and	CCONJ
american_scientific_journal-12156	120	5	yang	yang	PROPN
american_scientific_journal-12156	120	6	w.	w.	PROPN
american_scientific_journal-12156	120	7	and	and	CCONJ
american_scientific_journal-12156	120	8	his	his	PRON
american_scientific_journal-12156	120	9	colleagues	colleague	NOUN
american_scientific_journal-12156	120	10	[	[	X
american_scientific_journal-12156	120	11	10	10	NUM
american_scientific_journal-12156	120	12	]	]	PUNCT
american_scientific_journal-12156	120	13	,	,	PUNCT
american_scientific_journal-12156	120	14	allows	allow	VERB
american_scientific_journal-12156	120	15	combining	combine	VERB
american_scientific_journal-12156	120	16	the	the	DET
american_scientific_journal-12156	120	17	rigor	rigor	NOUN
american_scientific_journal-12156	120	18	of	of	ADP
american_scientific_journal-12156	120	19	engineering	engineer	VERB
american_scientific_journal-12156	120	20	analysis	analysis	NOUN
american_scientific_journal-12156	120	21	with	with	ADP
american_scientific_journal-12156	120	22	the	the	DET
american_scientific_journal-12156	120	23	flexibility	flexibility	NOUN
american_scientific_journal-12156	120	24	of	of	ADP
american_scientific_journal-12156	120	25	industrial	industrial	ADJ
american_scientific_journal-12156	120	26	diagnostics	diagnostic	NOUN
american_scientific_journal-12156	120	27	,	,	PUNCT
american_scientific_journal-12156	120	28	forming	form	VERB
american_scientific_journal-12156	120	29	a	a	DET
american_scientific_journal-12156	120	30	holistic	holistic	ADJ
american_scientific_journal-12156	120	31	observability	observability	NOUN
american_scientific_journal-12156	120	32	paradigm	paradigm	NOUN
american_scientific_journal-12156	120	33	.	.	PUNCT
american_scientific_journal-12156	121	1	if	if	SCONJ
american_scientific_journal-12156	121	2	compile	compile	NOUN
american_scientific_journal-12156	121	3	-	-	PUNCT
american_scientific_journal-12156	121	4	time	time	NOUN
american_scientific_journal-12156	121	5	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	121	6	provides	provide	VERB
american_scientific_journal-12156	121	7	all	all	DET
american_scientific_journal-12156	121	8	the	the	DET
american_scientific_journal-12156	121	9	necessary	necessary	ADJ
american_scientific_journal-12156	121	10	tracing	tracing	NOUN
american_scientific_journal-12156	121	11	,	,	PUNCT
american_scientific_journal-12156	121	12	there	there	PRON
american_scientific_journal-12156	121	13	may	may	AUX
american_scientific_journal-12156	121	14	not	not	PART
american_scientific_journal-12156	121	15	be	be	AUX
american_scientific_journal-12156	121	16	a	a	DET
american_scientific_journal-12156	121	17	need	need	NOUN
american_scientific_journal-12156	121	18	for	for	ADP
american_scientific_journal-12156	121	19	runtime	runtime	NOUN
american_scientific_journal-12156	121	20	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	121	21	.	.	PUNCT
american_scientific_journal-12156	122	1	but	but	CCONJ
american_scientific_journal-12156	122	2	we	we	PRON
american_scientific_journal-12156	122	3	found	find	VERB
american_scientific_journal-12156	122	4	that	that	SCONJ
american_scientific_journal-12156	122	5	in	in	ADP
american_scientific_journal-12156	122	6	large	large	ADJ
american_scientific_journal-12156	122	7	-	-	PUNCT
american_scientific_journal-12156	122	8	scale	scale	NOUN
american_scientific_journal-12156	122	9	distributed	distribute	VERB
american_scientific_journal-12156	122	10	systems	system	NOUN
american_scientific_journal-12156	122	11	built	build	VERB
american_scientific_journal-12156	122	12	with	with	ADP
american_scientific_journal-12156	122	13	huge	huge	ADJ
american_scientific_journal-12156	122	14	monorepos	monorepos	NOUN
american_scientific_journal-12156	122	15	,	,	PUNCT
american_scientific_journal-12156	122	16	achieving	achieve	VERB
american_scientific_journal-12156	122	17	that	that	DET
american_scientific_journal-12156	122	18	level	level	NOUN
american_scientific_journal-12156	122	19	of	of	ADP
american_scientific_journal-12156	122	20	end	end	NOUN
american_scientific_journal-12156	122	21	-	-	PUNCT
american_scientific_journal-12156	122	22	to	to	ADP
american_scientific_journal-12156	122	23	-	-	PUNCT
american_scientific_journal-12156	122	24	end	end	NOUN
american_scientific_journal-12156	122	25	tracing	tracing	NOUN
american_scientific_journal-12156	122	26	is	be	AUX
american_scientific_journal-12156	122	27	rare	rare	ADJ
american_scientific_journal-12156	122	28	.	.	PUNCT
american_scientific_journal-12156	123	1	using	use	VERB
american_scientific_journal-12156	123	2	both	both	PRON
american_scientific_journal-12156	123	3	of	of	ADP
american_scientific_journal-12156	123	4	them	they	PRON
american_scientific_journal-12156	123	5	in	in	ADP
american_scientific_journal-12156	123	6	tandem	tandem	NOUN
american_scientific_journal-12156	123	7	would	would	AUX
american_scientific_journal-12156	123	8	be	be	AUX
american_scientific_journal-12156	123	9	most	most	ADV
american_scientific_journal-12156	123	10	appropriate	appropriate	ADJ
american_scientific_journal-12156	123	11	at	at	ADP
american_scientific_journal-12156	123	12	scale	scale	NOUN
american_scientific_journal-12156	123	13	.	.	PUNCT
american_scientific_journal-12156	124	1	analysis	analysis	NOUN
american_scientific_journal-12156	124	2	has	have	AUX
american_scientific_journal-12156	124	3	shown	show	VERB
american_scientific_journal-12156	124	4	that	that	SCONJ
american_scientific_journal-12156	124	5	neither	neither	CCONJ
american_scientific_journal-12156	124	6	compile	compile	NOUN
american_scientific_journal-12156	124	7	-	-	PUNCT
american_scientific_journal-12156	124	8	time	time	NOUN
american_scientific_journal-12156	124	9	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	124	10	nor	nor	CCONJ
american_scientific_journal-12156	124	11	runtime	runtime	NOUN
american_scientific_journal-12156	124	12	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	124	13	alone	alone	ADV
american_scientific_journal-12156	124	14	can	can	AUX
american_scientific_journal-12156	124	15	ensure	ensure	VERB
american_scientific_journal-12156	124	16	a	a	DET
american_scientific_journal-12156	124	17	balance	balance	NOUN
american_scientific_journal-12156	124	18	between	between	ADP
american_scientific_journal-12156	124	19	observation	observation	NOUN
american_scientific_journal-12156	124	20	accuracy	accuracy	NOUN
american_scientific_journal-12156	124	21	,	,	PUNCT
american_scientific_journal-12156	124	22	performance	performance	NOUN
american_scientific_journal-12156	124	23	,	,	PUNCT
american_scientific_journal-12156	124	24	and	and	CCONJ
american_scientific_journal-12156	124	25	operational	operational	ADJ
american_scientific_journal-12156	124	26	flexibility	flexibility	NOUN
american_scientific_journal-12156	124	27	.	.	PUNCT
american_scientific_journal-12156	125	1	the	the	DET
american_scientific_journal-12156	125	2	first	first	ADJ
american_scientific_journal-12156	125	3	method	method	NOUN
american_scientific_journal-12156	125	4	provides	provide	VERB
american_scientific_journal-12156	125	5	structural	structural	ADJ
american_scientific_journal-12156	125	6	completeness	completeness	NOUN
american_scientific_journal-12156	125	7	and	and	CCONJ
american_scientific_journal-12156	125	8	logical	logical	ADJ
american_scientific_journal-12156	125	9	data	datum	NOUN
american_scientific_journal-12156	125	10	consistency	consistency	NOUN
american_scientific_journal-12156	125	11	,	,	PUNCT
american_scientific_journal-12156	125	12	the	the	DET
american_scientific_journal-12156	125	13	second	second	ADJ
american_scientific_journal-12156	125	14	—	—	PUNCT
american_scientific_journal-12156	125	15	dynamic	dynamic	ADJ
american_scientific_journal-12156	125	16	adaptability	adaptability	NOUN
american_scientific_journal-12156	125	17	and	and	CCONJ
american_scientific_journal-12156	125	18	independence	independence	NOUN
american_scientific_journal-12156	125	19	from	from	ADP
american_scientific_journal-12156	125	20	source	source	NOUN
american_scientific_journal-12156	125	21	code	code	NOUN
american_scientific_journal-12156	125	22	.	.	PUNCT
american_scientific_journal-12156	126	1	their	their	PRON
american_scientific_journal-12156	126	2	combination	combination	NOUN
american_scientific_journal-12156	126	3	forms	form	VERB
american_scientific_journal-12156	126	4	the	the	DET
american_scientific_journal-12156	126	5	basis	basis	NOUN
american_scientific_journal-12156	126	6	of	of	ADP
american_scientific_journal-12156	126	7	a	a	DET
american_scientific_journal-12156	126	8	hybrid	hybrid	ADJ
american_scientific_journal-12156	126	9	observation	observation	NOUN
american_scientific_journal-12156	126	10	model	model	NOUN
american_scientific_journal-12156	126	11	capable	capable	ADJ
american_scientific_journal-12156	126	12	of	of	ADP
american_scientific_journal-12156	126	13	uniting	unite	VERB
american_scientific_journal-12156	126	14	the	the	DET
american_scientific_journal-12156	126	15	advantages	advantage	NOUN
american_scientific_journal-12156	126	16	of	of	ADP
american_scientific_journal-12156	126	17	both	both	DET
american_scientific_journal-12156	126	18	approaches	approach	NOUN
american_scientific_journal-12156	126	19	.	.	PUNCT
american_scientific_journal-12156	127	1	american	american	ADJ
american_scientific_journal-12156	127	2	academic	academic	ADJ
american_scientific_journal-12156	127	3	scientific	scientific	ADJ
american_scientific_journal-12156	127	4	research	research	NOUN
american_scientific_journal-12156	127	5	journal	journal	NOUN
american_scientific_journal-12156	127	6	for	for	ADP
american_scientific_journal-12156	127	7	engineering	engineering	NOUN
american_scientific_journal-12156	127	8	,	,	PUNCT
american_scientific_journal-12156	127	9	technology	technology	NOUN
american_scientific_journal-12156	127	10	,	,	PUNCT
american_scientific_journal-12156	127	11	and	and	CCONJ
american_scientific_journal-12156	127	12	sciences	science	NOUN
american_scientific_journal-12156	127	13	(	(	PUNCT
american_scientific_journal-12156	127	14	asrjets	asrjet	NOUN
american_scientific_journal-12156	127	15	)	)	PUNCT
american_scientific_journal-12156	127	16	volume	volume	NOUN
american_scientific_journal-12156	127	17	103	103	NUM
american_scientific_journal-12156	127	18	,	,	PUNCT
american_scientific_journal-12156	127	19	no	no	DET
american_scientific_journal-12156	127	20	1	1	NUM
american_scientific_journal-12156	127	21	,	,	PUNCT
american_scientific_journal-12156	127	22	pp	pp	ADV
american_scientific_journal-12156	127	23	485	485	NUM
american_scientific_journal-12156	127	24	-	-	SYM
american_scientific_journal-12156	127	25	494	494	NUM
american_scientific_journal-12156	127	26	492	492	NUM
american_scientific_journal-12156	127	27	as	as	SCONJ
american_scientific_journal-12156	127	28	noted	note	VERB
american_scientific_journal-12156	127	29	in	in	ADP
american_scientific_journal-12156	127	30	the	the	DET
american_scientific_journal-12156	127	31	study	study	NOUN
american_scientific_journal-12156	127	32	by	by	ADP
american_scientific_journal-12156	127	33	nõu	nõu	PROPN
american_scientific_journal-12156	127	34	a.	a.	PROPN
american_scientific_journal-12156	127	35	and	and	CCONJ
american_scientific_journal-12156	127	36	his	his	PRON
american_scientific_journal-12156	127	37	colleagues	colleague	NOUN
american_scientific_journal-12156	128	1	[	[	X
american_scientific_journal-12156	128	2	4	4	NUM
american_scientific_journal-12156	128	3	]	]	PUNCT
american_scientific_journal-12156	128	4	,	,	PUNCT
american_scientific_journal-12156	128	5	in	in	ADP
american_scientific_journal-12156	128	6	distributed	distribute	VERB
american_scientific_journal-12156	128	7	computing	computing	NOUN
american_scientific_journal-12156	128	8	environments	environment	NOUN
american_scientific_journal-12156	128	9	,	,	PUNCT
american_scientific_journal-12156	128	10	observability	observability	NOUN
american_scientific_journal-12156	128	11	is	be	AUX
american_scientific_journal-12156	128	12	often	often	ADV
american_scientific_journal-12156	128	13	limited	limit	VERB
american_scientific_journal-12156	128	14	by	by	ADP
american_scientific_journal-12156	128	15	the	the	DET
american_scientific_journal-12156	128	16	contradiction	contradiction	NOUN
american_scientific_journal-12156	128	17	between	between	ADP
american_scientific_journal-12156	128	18	trace	trace	NOUN
american_scientific_journal-12156	128	19	depth	depth	NOUN
american_scientific_journal-12156	128	20	and	and	CCONJ
american_scientific_journal-12156	128	21	computational	computational	ADJ
american_scientific_journal-12156	128	22	costs	cost	NOUN
american_scientific_journal-12156	128	23	.	.	PUNCT
american_scientific_journal-12156	129	1	reducing	reduce	VERB
american_scientific_journal-12156	129	2	telemetry	telemetry	NOUN
american_scientific_journal-12156	129	3	granularity	granularity	NOUN
american_scientific_journal-12156	129	4	lowers	lower	VERB
american_scientific_journal-12156	129	5	load	load	NOUN
american_scientific_journal-12156	129	6	but	but	CCONJ
american_scientific_journal-12156	129	7	makes	make	VERB
american_scientific_journal-12156	129	8	diagnostics	diagnostic	NOUN
american_scientific_journal-12156	129	9	fragmented	fragment	VERB
american_scientific_journal-12156	129	10	.	.	PUNCT
american_scientific_journal-12156	130	1	a	a	DET
american_scientific_journal-12156	130	2	solution	solution	NOUN
american_scientific_journal-12156	130	3	to	to	ADP
american_scientific_journal-12156	130	4	this	this	DET
american_scientific_journal-12156	130	5	problem	problem	NOUN
american_scientific_journal-12156	130	6	could	could	AUX
american_scientific_journal-12156	130	7	be	be	AUX
american_scientific_journal-12156	130	8	the	the	DET
american_scientific_journal-12156	130	9	separation	separation	NOUN
american_scientific_journal-12156	130	10	of	of	ADP
american_scientific_journal-12156	130	11	functions	function	NOUN
american_scientific_journal-12156	130	12	:	:	PUNCT
american_scientific_journal-12156	130	13	compile	compile	NOUN
american_scientific_journal-12156	130	14	-	-	PUNCT
american_scientific_journal-12156	130	15	time	time	NOUN
american_scientific_journal-12156	130	16	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	130	17	creates	create	VERB
american_scientific_journal-12156	130	18	the	the	DET
american_scientific_journal-12156	130	19	semantic	semantic	ADJ
american_scientific_journal-12156	130	20	framework	framework	NOUN
american_scientific_journal-12156	130	21	of	of	ADP
american_scientific_journal-12156	130	22	observation	observation	NOUN
american_scientific_journal-12156	130	23	—	—	PUNCT
american_scientific_journal-12156	130	24	the	the	DET
american_scientific_journal-12156	130	25	structure	structure	NOUN
american_scientific_journal-12156	130	26	of	of	ADP
american_scientific_journal-12156	130	27	traces	trace	NOUN
american_scientific_journal-12156	130	28	and	and	CCONJ
american_scientific_journal-12156	130	29	events	event	NOUN
american_scientific_journal-12156	130	30	—	—	PUNCT
american_scientific_journal-12156	130	31	and	and	CCONJ
american_scientific_journal-12156	130	32	runtime	runtime	NOUN
american_scientific_journal-12156	130	33	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	130	34	is	be	AUX
american_scientific_journal-12156	130	35	responsible	responsible	ADJ
american_scientific_journal-12156	130	36	for	for	ADP
american_scientific_journal-12156	130	37	collecting	collect	VERB
american_scientific_journal-12156	130	38	and	and	CCONJ
american_scientific_journal-12156	130	39	transmitting	transmit	VERB
american_scientific_journal-12156	130	40	actual	actual	ADJ
american_scientific_journal-12156	130	41	data	datum	NOUN
american_scientific_journal-12156	130	42	without	without	ADP
american_scientific_journal-12156	130	43	interfering	interfere	VERB
american_scientific_journal-12156	130	44	with	with	ADP
american_scientific_journal-12156	130	45	the	the	DET
american_scientific_journal-12156	130	46	code	code	NOUN
american_scientific_journal-12156	130	47	.	.	PUNCT
american_scientific_journal-12156	131	1	the	the	DET
american_scientific_journal-12156	131	2	results	result	NOUN
american_scientific_journal-12156	131	3	of	of	ADP
american_scientific_journal-12156	131	4	yang	yang	PROPN
american_scientific_journal-12156	131	5	w.	w.	PROPN
american_scientific_journal-12156	131	6	and	and	CCONJ
american_scientific_journal-12156	131	7	his	his	PRON
american_scientific_journal-12156	131	8	colleagues	colleague	NOUN
american_scientific_journal-12156	131	9	[	[	X
american_scientific_journal-12156	131	10	10	10	NUM
american_scientific_journal-12156	131	11	]	]	PUNCT
american_scientific_journal-12156	131	12	confirm	confirm	VERB
american_scientific_journal-12156	131	13	that	that	SCONJ
american_scientific_journal-12156	131	14	injecting	inject	VERB
american_scientific_journal-12156	131	15	observation	observation	NOUN
american_scientific_journal-12156	131	16	points	point	NOUN
american_scientific_journal-12156	131	17	in	in	ADP
american_scientific_journal-12156	131	18	the	the	DET
american_scientific_journal-12156	131	19	operating	operating	NOUN
american_scientific_journal-12156	131	20	system	system	NOUN
american_scientific_journal-12156	131	21	kernel	kernel	PROPN
american_scientific_journal-12156	131	22	allows	allow	VERB
american_scientific_journal-12156	131	23	collecting	collect	VERB
american_scientific_journal-12156	131	24	data	datum	NOUN
american_scientific_journal-12156	131	25	with	with	ADP
american_scientific_journal-12156	131	26	high	high	ADJ
american_scientific_journal-12156	131	27	accuracy	accuracy	NOUN
american_scientific_journal-12156	131	28	at	at	ADP
american_scientific_journal-12156	131	29	minimal	minimal	ADJ
american_scientific_journal-12156	131	30	overhead	overhead	NOUN
american_scientific_journal-12156	131	31	.	.	PUNCT
american_scientific_journal-12156	132	1	if	if	SCONJ
american_scientific_journal-12156	132	2	compile	compile	NOUN
american_scientific_journal-12156	132	3	-	-	PUNCT
american_scientific_journal-12156	132	4	time	time	NOUN
american_scientific_journal-12156	132	5	methods	method	NOUN
american_scientific_journal-12156	132	6	are	be	AUX
american_scientific_journal-12156	132	7	considered	consider	VERB
american_scientific_journal-12156	132	8	as	as	ADP
american_scientific_journal-12156	132	9	a	a	DET
american_scientific_journal-12156	132	10	level	level	NOUN
american_scientific_journal-12156	132	11	of	of	ADP
american_scientific_journal-12156	132	12	semantic	semantic	ADJ
american_scientific_journal-12156	132	13	interpretation	interpretation	NOUN
american_scientific_journal-12156	132	14	,	,	PUNCT
american_scientific_journal-12156	132	15	and	and	CCONJ
american_scientific_journal-12156	132	16	runtime	runtime	NOUN
american_scientific_journal-12156	132	17	methods	method	NOUN
american_scientific_journal-12156	132	18	as	as	ADP
american_scientific_journal-12156	132	19	a	a	DET
american_scientific_journal-12156	132	20	level	level	NOUN
american_scientific_journal-12156	132	21	of	of	ADP
american_scientific_journal-12156	132	22	information	information	NOUN
american_scientific_journal-12156	132	23	transport	transport	NOUN
american_scientific_journal-12156	132	24	and	and	CCONJ
american_scientific_journal-12156	132	25	delivery	delivery	NOUN
american_scientific_journal-12156	132	26	,	,	PUNCT
american_scientific_journal-12156	132	27	then	then	ADV
american_scientific_journal-12156	132	28	their	their	PRON
american_scientific_journal-12156	132	29	combination	combination	NOUN
american_scientific_journal-12156	132	30	forms	form	VERB
american_scientific_journal-12156	132	31	a	a	DET
american_scientific_journal-12156	132	32	two	two	NUM
american_scientific_journal-12156	132	33	-	-	PUNCT
american_scientific_journal-12156	132	34	level	level	NOUN
american_scientific_journal-12156	132	35	observability	observability	NOUN
american_scientific_journal-12156	132	36	architecture	architecture	NOUN
american_scientific_journal-12156	132	37	.	.	PUNCT
american_scientific_journal-12156	133	1	in	in	ADP
american_scientific_journal-12156	133	2	it	it	PRON
american_scientific_journal-12156	133	3	,	,	PUNCT
american_scientific_journal-12156	133	4	the	the	DET
american_scientific_journal-12156	133	5	first	first	ADJ
american_scientific_journal-12156	133	6	level	level	NOUN
american_scientific_journal-12156	133	7	is	be	AUX
american_scientific_journal-12156	133	8	responsible	responsible	ADJ
american_scientific_journal-12156	133	9	for	for	ADP
american_scientific_journal-12156	133	10	context	context	NOUN
american_scientific_journal-12156	133	11	formation	formation	NOUN
american_scientific_journal-12156	133	12	,	,	PUNCT
american_scientific_journal-12156	133	13	and	and	CCONJ
american_scientific_journal-12156	133	14	the	the	DET
american_scientific_journal-12156	133	15	second	second	ADJ
american_scientific_journal-12156	133	16	for	for	ADP
american_scientific_journal-12156	133	17	its	its	PRON
american_scientific_journal-12156	133	18	real	real	ADJ
american_scientific_journal-12156	133	19	-	-	PUNCT
american_scientific_journal-12156	133	20	time	time	NOUN
american_scientific_journal-12156	133	21	implementation	implementation	NOUN
american_scientific_journal-12156	133	22	.	.	PUNCT
american_scientific_journal-12156	134	1	integration	integration	NOUN
american_scientific_journal-12156	134	2	of	of	ADP
american_scientific_journal-12156	134	3	such	such	DET
american_scientific_journal-12156	134	4	a	a	DET
american_scientific_journal-12156	134	5	system	system	NOUN
american_scientific_journal-12156	134	6	can	can	AUX
american_scientific_journal-12156	134	7	be	be	AUX
american_scientific_journal-12156	134	8	carried	carry	VERB
american_scientific_journal-12156	134	9	out	out	ADP
american_scientific_journal-12156	134	10	during	during	ADP
american_scientific_journal-12156	134	11	automated	automate	VERB
american_scientific_journal-12156	134	12	building	building	NOUN
american_scientific_journal-12156	134	13	and	and	CCONJ
american_scientific_journal-12156	134	14	deployment	deployment	NOUN
american_scientific_journal-12156	134	15	of	of	ADP
american_scientific_journal-12156	134	16	software	software	NOUN
american_scientific_journal-12156	134	17	complexes	complex	NOUN
american_scientific_journal-12156	134	18	.	.	PUNCT
american_scientific_journal-12156	135	1	at	at	ADP
american_scientific_journal-12156	135	2	the	the	DET
american_scientific_journal-12156	135	3	application	application	NOUN
american_scientific_journal-12156	135	4	preparation	preparation	NOUN
american_scientific_journal-12156	135	5	stage	stage	NOUN
american_scientific_journal-12156	135	6	,	,	PUNCT
american_scientific_journal-12156	135	7	static	static	ADJ
american_scientific_journal-12156	135	8	analysis	analysis	NOUN
american_scientific_journal-12156	135	9	tools	tool	NOUN
american_scientific_journal-12156	135	10	inject	inject	VERB
american_scientific_journal-12156	135	11	observation	observation	NOUN
american_scientific_journal-12156	135	12	elements	element	NOUN
american_scientific_journal-12156	135	13	into	into	ADP
american_scientific_journal-12156	135	14	the	the	DET
american_scientific_journal-12156	135	15	codebase	codebase	ADJ
american_scientific_journal-12156	135	16	,	,	PUNCT
american_scientific_journal-12156	135	17	forming	form	VERB
american_scientific_journal-12156	135	18	internal	internal	ADJ
american_scientific_journal-12156	135	19	tags	tag	NOUN
american_scientific_journal-12156	135	20	and	and	CCONJ
american_scientific_journal-12156	135	21	trace	trace	NOUN
american_scientific_journal-12156	135	22	context	context	NOUN
american_scientific_journal-12156	135	23	.	.	PUNCT
american_scientific_journal-12156	136	1	after	after	ADP
american_scientific_journal-12156	136	2	launching	launch	VERB
american_scientific_journal-12156	136	3	the	the	DET
american_scientific_journal-12156	136	4	application	application	NOUN
american_scientific_journal-12156	136	5	,	,	PUNCT
american_scientific_journal-12156	136	6	a	a	DET
american_scientific_journal-12156	136	7	mechanism	mechanism	NOUN
american_scientific_journal-12156	136	8	working	work	VERB
american_scientific_journal-12156	136	9	in	in	ADP
american_scientific_journal-12156	136	10	the	the	DET
american_scientific_journal-12156	136	11	operating	operating	NOUN
american_scientific_journal-12156	136	12	system	system	NOUN
american_scientific_journal-12156	136	13	captures	capture	VERB
american_scientific_journal-12156	136	14	execution	execution	NOUN
american_scientific_journal-12156	136	15	events	event	NOUN
american_scientific_journal-12156	136	16	,	,	PUNCT
american_scientific_journal-12156	136	17	linking	link	VERB
american_scientific_journal-12156	136	18	them	they	PRON
american_scientific_journal-12156	136	19	to	to	ADP
american_scientific_journal-12156	136	20	these	these	DET
american_scientific_journal-12156	136	21	tags	tag	NOUN
american_scientific_journal-12156	136	22	.	.	PUNCT
american_scientific_journal-12156	137	1	according	accord	VERB
american_scientific_journal-12156	137	2	to	to	ADP
american_scientific_journal-12156	137	3	hansen	hansen	PROPN
american_scientific_journal-12156	137	4	m.	m.	PROPN
american_scientific_journal-12156	137	5	&	&	CCONJ
american_scientific_journal-12156	137	6	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	137	7	w.	w.	PROPN
american_scientific_journal-12156	137	8	[	[	X
american_scientific_journal-12156	137	9	2	2	NUM
american_scientific_journal-12156	137	10	]	]	PUNCT
american_scientific_journal-12156	137	11	,	,	PUNCT
american_scientific_journal-12156	137	12	combining	combine	VERB
american_scientific_journal-12156	137	13	these	these	DET
american_scientific_journal-12156	137	14	methods	method	NOUN
american_scientific_journal-12156	137	15	allows	allow	VERB
american_scientific_journal-12156	137	16	using	use	VERB
american_scientific_journal-12156	137	17	existing	exist	VERB
american_scientific_journal-12156	137	18	observation	observation	NOUN
american_scientific_journal-12156	137	19	data	datum	NOUN
american_scientific_journal-12156	137	20	transmission	transmission	NOUN
american_scientific_journal-12156	137	21	channels	channel	NOUN
american_scientific_journal-12156	137	22	and	and	CCONJ
american_scientific_journal-12156	137	23	forming	form	VERB
american_scientific_journal-12156	137	24	a	a	DET
american_scientific_journal-12156	137	25	unified	unified	ADJ
american_scientific_journal-12156	137	26	analysis	analysis	NOUN
american_scientific_journal-12156	137	27	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	137	28	.	.	PUNCT
american_scientific_journal-12156	138	1	in	in	ADP
american_scientific_journal-12156	138	2	this	this	DET
american_scientific_journal-12156	138	3	case	case	NOUN
american_scientific_journal-12156	138	4	,	,	PUNCT
american_scientific_journal-12156	138	5	compile	compile	NOUN
american_scientific_journal-12156	138	6	-	-	PUNCT
american_scientific_journal-12156	138	7	time	time	NOUN
american_scientific_journal-12156	138	8	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	138	9	performs	perform	VERB
american_scientific_journal-12156	138	10	the	the	DET
american_scientific_journal-12156	138	11	function	function	NOUN
american_scientific_journal-12156	138	12	of	of	ADP
american_scientific_journal-12156	138	13	semantic	semantic	ADJ
american_scientific_journal-12156	138	14	process	process	NOUN
american_scientific_journal-12156	138	15	description	description	NOUN
american_scientific_journal-12156	138	16	,	,	PUNCT
american_scientific_journal-12156	138	17	and	and	CCONJ
american_scientific_journal-12156	138	18	runtime	runtime	NOUN
american_scientific_journal-12156	138	19	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	138	20	plays	play	VERB
american_scientific_journal-12156	138	21	the	the	DET
american_scientific_journal-12156	138	22	role	role	NOUN
american_scientific_journal-12156	138	23	of	of	ADP
american_scientific_journal-12156	138	24	an	an	DET
american_scientific_journal-12156	138	25	observer	observer	NOUN
american_scientific_journal-12156	138	26	,	,	PUNCT
american_scientific_journal-12156	138	27	ensuring	ensure	VERB
american_scientific_journal-12156	138	28	constant	constant	ADJ
american_scientific_journal-12156	138	29	data	datum	NOUN
american_scientific_journal-12156	138	30	collection	collection	NOUN
american_scientific_journal-12156	138	31	and	and	CCONJ
american_scientific_journal-12156	138	32	delivery	delivery	NOUN
american_scientific_journal-12156	138	33	.	.	PUNCT
american_scientific_journal-12156	139	1	consequently	consequently	ADV
american_scientific_journal-12156	139	2	,	,	PUNCT
american_scientific_journal-12156	139	3	the	the	DET
american_scientific_journal-12156	139	4	hybrid	hybrid	ADJ
american_scientific_journal-12156	139	5	observation	observation	NOUN
american_scientific_journal-12156	139	6	model	model	NOUN
american_scientific_journal-12156	139	7	can	can	AUX
american_scientific_journal-12156	139	8	be	be	AUX
american_scientific_journal-12156	139	9	viewed	view	VERB
american_scientific_journal-12156	139	10	as	as	ADP
american_scientific_journal-12156	139	11	a	a	DET
american_scientific_journal-12156	139	12	logical	logical	ADJ
american_scientific_journal-12156	139	13	development	development	NOUN
american_scientific_journal-12156	139	14	of	of	ADP
american_scientific_journal-12156	139	15	the	the	DET
american_scientific_journal-12156	139	16	modern	modern	ADJ
american_scientific_journal-12156	139	17	engineering	engineering	NOUN
american_scientific_journal-12156	139	18	paradigm	paradigm	NOUN
american_scientific_journal-12156	139	19	.	.	PUNCT
american_scientific_journal-12156	140	1	it	it	PRON
american_scientific_journal-12156	140	2	turns	turn	VERB
american_scientific_journal-12156	140	3	the	the	DET
american_scientific_journal-12156	140	4	monitoring	monitoring	NOUN
american_scientific_journal-12156	140	5	process	process	NOUN
american_scientific_journal-12156	140	6	from	from	ADP
american_scientific_journal-12156	140	7	one	one	NUM
american_scientific_journal-12156	140	8	-	-	PUNCT
american_scientific_journal-12156	140	9	way	way	NOUN
american_scientific_journal-12156	140	10	data	datum	NOUN
american_scientific_journal-12156	140	11	collection	collection	NOUN
american_scientific_journal-12156	140	12	into	into	ADP
american_scientific_journal-12156	140	13	a	a	DET
american_scientific_journal-12156	140	14	closed	closed	ADJ
american_scientific_journal-12156	140	15	loop	loop	NOUN
american_scientific_journal-12156	140	16	,	,	PUNCT
american_scientific_journal-12156	140	17	where	where	SCONJ
american_scientific_journal-12156	140	18	observation	observation	NOUN
american_scientific_journal-12156	140	19	results	result	NOUN
american_scientific_journal-12156	140	20	are	be	AUX
american_scientific_journal-12156	140	21	used	use	VERB
american_scientific_journal-12156	140	22	to	to	PART
american_scientific_journal-12156	140	23	improve	improve	VERB
american_scientific_journal-12156	140	24	analysis	analysis	NOUN
american_scientific_journal-12156	140	25	methods	method	NOUN
american_scientific_journal-12156	140	26	themselves	themselves	PRON
american_scientific_journal-12156	140	27	.	.	PUNCT
american_scientific_journal-12156	141	1	this	this	DET
american_scientific_journal-12156	141	2	interaction	interaction	NOUN
american_scientific_journal-12156	141	3	ensures	ensure	VERB
american_scientific_journal-12156	141	4	diagnostic	diagnostic	ADJ
american_scientific_journal-12156	141	5	accuracy	accuracy	NOUN
american_scientific_journal-12156	141	6	and	and	CCONJ
american_scientific_journal-12156	141	7	promptness	promptness	ADJ
american_scientific_journal-12156	141	8	,	,	PUNCT
american_scientific_journal-12156	141	9	and	and	CCONJ
american_scientific_journal-12156	141	10	the	the	DET
american_scientific_journal-12156	141	11	system	system	NOUN
american_scientific_journal-12156	141	12	's	's	PART
american_scientific_journal-12156	141	13	ability	ability	NOUN
american_scientific_journal-12156	141	14	to	to	PART
american_scientific_journal-12156	141	15	self	self	NOUN
american_scientific_journal-12156	141	16	-	-	PUNCT
american_scientific_journal-12156	141	17	regulate	regulate	NOUN
american_scientific_journal-12156	141	18	under	under	ADP
american_scientific_journal-12156	141	19	changing	change	VERB
american_scientific_journal-12156	141	20	load	load	NOUN
american_scientific_journal-12156	141	21	conditions	condition	NOUN
american_scientific_journal-12156	141	22	.	.	PUNCT
american_scientific_journal-12156	142	1	ultimately	ultimately	ADV
american_scientific_journal-12156	142	2	,	,	PUNCT
american_scientific_journal-12156	142	3	the	the	DET
american_scientific_journal-12156	142	4	comparative	comparative	ADJ
american_scientific_journal-12156	142	5	analysis	analysis	NOUN
american_scientific_journal-12156	142	6	culminates	culminate	VERB
american_scientific_journal-12156	142	7	in	in	ADP
american_scientific_journal-12156	142	8	a	a	DET
american_scientific_journal-12156	142	9	critical	critical	ADJ
american_scientific_journal-12156	142	10	insight	insight	NOUN
american_scientific_journal-12156	142	11	regarding	regard	VERB
american_scientific_journal-12156	142	12	the	the	DET
american_scientific_journal-12156	142	13	'	'	PUNCT
american_scientific_journal-12156	142	14	observability	observability	NOUN
american_scientific_journal-12156	142	15	tax	tax	NOUN
american_scientific_journal-12156	142	16	'	'	PUNCT
american_scientific_journal-12156	142	17	inherent	inherent	ADJ
american_scientific_journal-12156	142	18	in	in	ADP
american_scientific_journal-12156	142	19	go	go	NOUN
american_scientific_journal-12156	142	20	systems	system	NOUN
american_scientific_journal-12156	142	21	.	.	PUNCT
american_scientific_journal-12156	143	1	the	the	DET
american_scientific_journal-12156	143	2	data	datum	NOUN
american_scientific_journal-12156	143	3	indicates	indicate	VERB
american_scientific_journal-12156	143	4	that	that	SCONJ
american_scientific_journal-12156	143	5	while	while	SCONJ
american_scientific_journal-12156	143	6	ebpf	ebpf	ADP
american_scientific_journal-12156	143	7	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	143	8	maintains	maintain	VERB
american_scientific_journal-12156	143	9	a	a	DET
american_scientific_journal-12156	143	10	negligible	negligible	ADJ
american_scientific_journal-12156	143	11	overhead	overhead	NOUN
american_scientific_journal-12156	143	12	of	of	ADP
american_scientific_journal-12156	143	13	under	under	ADP
american_scientific_journal-12156	143	14	3	3	NUM
american_scientific_journal-12156	143	15	%	%	NOUN
american_scientific_journal-12156	143	16	(	(	PUNCT
american_scientific_journal-12156	143	17	table	table	NOUN
american_scientific_journal-12156	143	18	2	2	NUM
american_scientific_journal-12156	143	19	)	)	PUNCT
american_scientific_journal-12156	143	20	,	,	PUNCT
american_scientific_journal-12156	143	21	it	it	PRON
american_scientific_journal-12156	143	22	structurally	structurally	ADV
american_scientific_journal-12156	143	23	lacks	lack	VERB
american_scientific_journal-12156	143	24	the	the	DET
american_scientific_journal-12156	143	25	semantic	semantic	ADJ
american_scientific_journal-12156	143	26	context	context	NOUN
american_scientific_journal-12156	143	27	provided	provide	VERB
american_scientific_journal-12156	143	28	by	by	ADP
american_scientific_journal-12156	143	29	compile	compile	NOUN
american_scientific_journal-12156	143	30	-	-	PUNCT
american_scientific_journal-12156	143	31	time	time	NOUN
american_scientific_journal-12156	143	32	injection	injection	NOUN
american_scientific_journal-12156	143	33	(	(	PUNCT
american_scientific_journal-12156	143	34	table	table	NOUN
american_scientific_journal-12156	143	35	1	1	NUM
american_scientific_journal-12156	143	36	)	)	PUNCT
american_scientific_journal-12156	143	37	.	.	PUNCT
american_scientific_journal-12156	144	1	the	the	DET
american_scientific_journal-12156	144	2	study	study	NOUN
american_scientific_journal-12156	144	3	demonstrates	demonstrate	VERB
american_scientific_journal-12156	144	4	that	that	DET
american_scientific_journal-12156	144	5	reliance	reliance	NOUN
american_scientific_journal-12156	144	6	on	on	ADP
american_scientific_journal-12156	144	7	a	a	DET
american_scientific_journal-12156	144	8	single	single	ADJ
american_scientific_journal-12156	144	9	method	method	NOUN
american_scientific_journal-12156	144	10	creates	create	VERB
american_scientific_journal-12156	144	11	an	an	DET
american_scientific_journal-12156	144	12	inevitable	inevitable	ADJ
american_scientific_journal-12156	144	13	blind	blind	ADJ
american_scientific_journal-12156	144	14	spot	spot	NOUN
american_scientific_journal-12156	144	15	:	:	PUNCT
american_scientific_journal-12156	144	16	compile	compile	NOUN
american_scientific_journal-12156	144	17	-	-	PUNCT
american_scientific_journal-12156	144	18	time	time	NOUN
american_scientific_journal-12156	144	19	methods	method	NOUN
american_scientific_journal-12156	144	20	miss	miss	VERB
american_scientific_journal-12156	144	21	kernellevel	kernellevel	PROPN
american_scientific_journal-12156	144	22	context	context	NOUN
american_scientific_journal-12156	144	23	,	,	PUNCT
american_scientific_journal-12156	144	24	while	while	SCONJ
american_scientific_journal-12156	144	25	runtime	runtime	NOUN
american_scientific_journal-12156	144	26	methods	method	NOUN
american_scientific_journal-12156	144	27	lack	lack	VERB
american_scientific_journal-12156	144	28	application	application	NOUN
american_scientific_journal-12156	144	29	-	-	PUNCT
american_scientific_journal-12156	144	30	level	level	NOUN
american_scientific_journal-12156	144	31	intent	intent	NOUN
american_scientific_journal-12156	144	32	.	.	PUNCT
american_scientific_journal-12156	145	1	therefore	therefore	ADV
american_scientific_journal-12156	145	2	,	,	PUNCT
american_scientific_journal-12156	145	3	the	the	DET
american_scientific_journal-12156	145	4	proposed	propose	VERB
american_scientific_journal-12156	145	5	hybrid	hybrid	ADJ
american_scientific_journal-12156	145	6	architecture	architecture	NOUN
american_scientific_journal-12156	145	7	is	be	AUX
american_scientific_journal-12156	145	8	not	not	PART
american_scientific_journal-12156	145	9	merely	merely	ADV
american_scientific_journal-12156	145	10	an	an	DET
american_scientific_journal-12156	145	11	alternative	alternative	NOUN
american_scientific_journal-12156	145	12	,	,	PUNCT
american_scientific_journal-12156	145	13	but	but	CCONJ
american_scientific_journal-12156	145	14	a	a	DET
american_scientific_journal-12156	145	15	necessary	necessary	ADJ
american_scientific_journal-12156	145	16	evolution	evolution	NOUN
american_scientific_journal-12156	145	17	.	.	PUNCT
american_scientific_journal-12156	146	1	it	it	PRON
american_scientific_journal-12156	146	2	validates	validate	VERB
american_scientific_journal-12156	146	3	that	that	SCONJ
american_scientific_journal-12156	146	4	the	the	DET
american_scientific_journal-12156	146	5	marginal	marginal	ADJ
american_scientific_journal-12156	146	6	increase	increase	NOUN
american_scientific_journal-12156	146	7	in	in	ADP
american_scientific_journal-12156	146	8	build	build	NOUN
american_scientific_journal-12156	146	9	complexity	complexity	NOUN
american_scientific_journal-12156	146	10	is	be	AUX
american_scientific_journal-12156	146	11	a	a	DET
american_scientific_journal-12156	146	12	justifiable	justifiable	ADJ
american_scientific_journal-12156	146	13	cost	cost	NOUN
american_scientific_journal-12156	146	14	for	for	ADP
american_scientific_journal-12156	146	15	achieving	achieve	VERB
american_scientific_journal-12156	146	16	deep	deep	ADJ
american_scientific_journal-12156	146	17	semantic	semantic	ADJ
american_scientific_journal-12156	146	18	visibility	visibility	NOUN
american_scientific_journal-12156	146	19	,	,	PUNCT
american_scientific_journal-12156	146	20	provided	provide	VERB
american_scientific_journal-12156	146	21	it	it	PRON
american_scientific_journal-12156	146	22	is	be	AUX
american_scientific_journal-12156	146	23	augmented	augment	VERB
american_scientific_journal-12156	146	24	by	by	ADP
american_scientific_journal-12156	146	25	the	the	DET
american_scientific_journal-12156	146	26	low	low	ADJ
american_scientific_journal-12156	146	27	-	-	PUNCT
american_scientific_journal-12156	146	28	latency	latency	NOUN
american_scientific_journal-12156	146	29	,	,	PUNCT
american_scientific_journal-12156	146	30	continuous	continuous	ADJ
american_scientific_journal-12156	146	31	monitoring	monitoring	NOUN
american_scientific_journal-12156	146	32	capabilities	capability	NOUN
american_scientific_journal-12156	146	33	of	of	ADP
american_scientific_journal-12156	146	34	ebpf	ebpf	NOUN
american_scientific_journal-12156	146	35	for	for	ADP
american_scientific_journal-12156	146	36	production	production	NOUN
american_scientific_journal-12156	146	37	stability	stability	NOUN
american_scientific_journal-12156	146	38	.	.	PUNCT
american_scientific_journal-12156	147	1	to	to	PART
american_scientific_journal-12156	147	2	provide	provide	VERB
american_scientific_journal-12156	147	3	a	a	DET
american_scientific_journal-12156	147	4	balanced	balanced	ADJ
american_scientific_journal-12156	147	5	perspective	perspective	NOUN
american_scientific_journal-12156	147	6	,	,	PUNCT
american_scientific_journal-12156	147	7	the	the	DET
american_scientific_journal-12156	147	8	scope	scope	NOUN
american_scientific_journal-12156	147	9	and	and	CCONJ
american_scientific_journal-12156	147	10	limitations	limitation	NOUN
american_scientific_journal-12156	147	11	of	of	ADP
american_scientific_journal-12156	147	12	this	this	DET
american_scientific_journal-12156	147	13	study	study	NOUN
american_scientific_journal-12156	147	14	must	must	AUX
american_scientific_journal-12156	147	15	be	be	AUX
american_scientific_journal-12156	147	16	clearly	clearly	ADV
american_scientific_journal-12156	147	17	defined	define	VERB
american_scientific_journal-12156	147	18	.	.	PUNCT
american_scientific_journal-12156	148	1	methodologically	methodologically	ADV
american_scientific_journal-12156	148	2	,	,	PUNCT
american_scientific_journal-12156	148	3	the	the	DET
american_scientific_journal-12156	148	4	research	research	NOUN
american_scientific_journal-12156	148	5	relies	rely	VERB
american_scientific_journal-12156	148	6	on	on	ADP
american_scientific_journal-12156	148	7	architectural	architectural	ADJ
american_scientific_journal-12156	148	8	analysis	analysis	NOUN
american_scientific_journal-12156	148	9	and	and	CCONJ
american_scientific_journal-12156	148	10	synthetic	synthetic	ADJ
american_scientific_journal-12156	148	11	benchmarks	benchmark	NOUN
american_scientific_journal-12156	148	12	(	(	PUNCT
american_scientific_journal-12156	148	13	table	table	NOUN
american_scientific_journal-12156	148	14	2	2	NUM
american_scientific_journal-12156	148	15	)	)	PUNCT
american_scientific_journal-12156	148	16	;	;	PUNCT
american_scientific_journal-12156	148	17	consequently	consequently	ADV
american_scientific_journal-12156	148	18	,	,	PUNCT
american_scientific_journal-12156	148	19	the	the	DET
american_scientific_journal-12156	148	20	reported	report	VERB
american_scientific_journal-12156	148	21	overhead	overhead	ADJ
american_scientific_journal-12156	148	22	figures	figure	NOUN
american_scientific_journal-12156	148	23	may	may	AUX
american_scientific_journal-12156	148	24	vary	vary	VERB
american_scientific_journal-12156	148	25	in	in	ADP
american_scientific_journal-12156	148	26	high	high	ADJ
american_scientific_journal-12156	148	27	-	-	PUNCT
american_scientific_journal-12156	148	28	churn	churn	NOUN
american_scientific_journal-12156	148	29	production	production	NOUN
american_scientific_journal-12156	148	30	environments	environment	NOUN
american_scientific_journal-12156	148	31	characterized	characterize	VERB
american_scientific_journal-12156	148	32	by	by	ADP
american_scientific_journal-12156	148	33	unpredictable	unpredictable	ADJ
american_scientific_journal-12156	148	34	traffic	traffic	NOUN
american_scientific_journal-12156	148	35	spikes	spike	NOUN
american_scientific_journal-12156	148	36	or	or	CCONJ
american_scientific_journal-12156	148	37	complex	complex	ADJ
american_scientific_journal-12156	148	38	microservice	microservice	NOUN
american_scientific_journal-12156	148	39	topologies	topology	NOUN
american_scientific_journal-12156	148	40	not	not	PART
american_scientific_journal-12156	148	41	simulated	simulate	VERB
american_scientific_journal-12156	148	42	here	here	ADV
american_scientific_journal-12156	148	43	.	.	PUNCT
american_scientific_journal-12156	149	1	technically	technically	ADV
american_scientific_journal-12156	149	2	,	,	PUNCT
american_scientific_journal-12156	149	3	the	the	DET
american_scientific_journal-12156	149	4	study	study	NOUN
american_scientific_journal-12156	149	5	focuses	focus	VERB
american_scientific_journal-12156	149	6	on	on	ADP
american_scientific_journal-12156	149	7	standard	standard	ADJ
american_scientific_journal-12156	149	8	go	go	VERB
american_scientific_journal-12156	149	9	toolchains	toolchain	NOUN
american_scientific_journal-12156	149	10	(	(	PUNCT
american_scientific_journal-12156	149	11	v1.21	v1.21	PROPN
american_scientific_journal-12156	149	12	+	+	NOUN
american_scientific_journal-12156	149	13	)	)	PUNCT
american_scientific_journal-12156	149	14	;	;	PUNCT
american_scientific_journal-12156	149	15	edge	edge	NOUN
american_scientific_journal-12156	149	16	cases	case	NOUN
american_scientific_journal-12156	149	17	involving	involve	VERB
american_scientific_journal-12156	149	18	non	non	ADJ
american_scientific_journal-12156	149	19	-	-	ADJ
american_scientific_journal-12156	149	20	standard	standard	ADJ
american_scientific_journal-12156	149	21	build	build	NOUN
american_scientific_journal-12156	149	22	systems	system	NOUN
american_scientific_journal-12156	149	23	,	,	PUNCT
american_scientific_journal-12156	149	24	highly	highly	ADV
american_scientific_journal-12156	149	25	optimizing	optimizing	NOUN
american_scientific_journal-12156	149	26	compilers	compiler	NOUN
american_scientific_journal-12156	149	27	,	,	PUNCT
american_scientific_journal-12156	149	28	or	or	CCONJ
american_scientific_journal-12156	149	29	legacy	legacy	NOUN
american_scientific_journal-12156	149	30	go	go	VERB
american_scientific_journal-12156	149	31	versions	version	NOUN
american_scientific_journal-12156	149	32	were	be	AUX
american_scientific_journal-12156	149	33	not	not	PART
american_scientific_journal-12156	149	34	exhaustively	exhaustively	ADV
american_scientific_journal-12156	149	35	tested	test	VERB
american_scientific_journal-12156	149	36	,	,	PUNCT
american_scientific_journal-12156	149	37	potentially	potentially	ADV
american_scientific_journal-12156	149	38	limiting	limit	VERB
american_scientific_journal-12156	149	39	the	the	DET
american_scientific_journal-12156	149	40	generalizability	generalizability	NOUN
american_scientific_journal-12156	149	41	of	of	ADP
american_scientific_journal-12156	149	42	the	the	DET
american_scientific_journal-12156	149	43	compile	compile	NOUN
american_scientific_journal-12156	149	44	-	-	PUNCT
american_scientific_journal-12156	149	45	time	time	NOUN
american_scientific_journal-12156	149	46	findings	finding	NOUN
american_scientific_journal-12156	149	47	.	.	PUNCT
american_scientific_journal-12156	150	1	finally	finally	ADV
american_scientific_journal-12156	150	2	,	,	PUNCT
american_scientific_journal-12156	150	3	while	while	SCONJ
american_scientific_journal-12156	150	4	the	the	DET
american_scientific_journal-12156	150	5	hybrid	hybrid	NOUN
american_scientific_journal-12156	150	6	model	model	NOUN
american_scientific_journal-12156	150	7	is	be	AUX
american_scientific_journal-12156	150	8	theoretically	theoretically	ADV
american_scientific_journal-12156	150	9	sound	sound	ADJ
american_scientific_journal-12156	150	10	,	,	PUNCT
american_scientific_journal-12156	150	11	this	this	DET
american_scientific_journal-12156	150	12	research	research	NOUN
american_scientific_journal-12156	150	13	does	do	AUX
american_scientific_journal-12156	150	14	not	not	PART
american_scientific_journal-12156	150	15	fully	fully	ADV
american_scientific_journal-12156	150	16	address	address	VERB
american_scientific_journal-12156	150	17	the	the	DET
american_scientific_journal-12156	150	18	operational	operational	ADJ
american_scientific_journal-12156	150	19	complexity	complexity	NOUN
american_scientific_journal-12156	150	20	of	of	ADP
american_scientific_journal-12156	150	21	maintaining	maintain	VERB
american_scientific_journal-12156	150	22	two	two	NUM
american_scientific_journal-12156	150	23	parallel	parallel	ADJ
american_scientific_journal-12156	150	24	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	150	25	stacks	stack	NOUN
american_scientific_journal-12156	150	26	.	.	PUNCT
american_scientific_journal-12156	151	1	the	the	DET
american_scientific_journal-12156	151	2	challenges	challenge	NOUN
american_scientific_journal-12156	151	3	of	of	ADP
american_scientific_journal-12156	151	4	data	datum	NOUN
american_scientific_journal-12156	151	5	correlation	correlation	NOUN
american_scientific_journal-12156	151	6	,	,	PUNCT
american_scientific_journal-12156	151	7	storage	storage	NOUN
american_scientific_journal-12156	151	8	american	american	ADJ
american_scientific_journal-12156	151	9	academic	academic	ADJ
american_scientific_journal-12156	151	10	scientific	scientific	ADJ
american_scientific_journal-12156	151	11	research	research	NOUN
american_scientific_journal-12156	151	12	journal	journal	NOUN
american_scientific_journal-12156	151	13	for	for	ADP
american_scientific_journal-12156	151	14	engineering	engineering	NOUN
american_scientific_journal-12156	151	15	,	,	PUNCT
american_scientific_journal-12156	151	16	technology	technology	NOUN
american_scientific_journal-12156	151	17	,	,	PUNCT
american_scientific_journal-12156	151	18	and	and	CCONJ
american_scientific_journal-12156	151	19	sciences	science	NOUN
american_scientific_journal-12156	151	20	(	(	PUNCT
american_scientific_journal-12156	151	21	asrjets	asrjet	NOUN
american_scientific_journal-12156	151	22	)	)	PUNCT
american_scientific_journal-12156	151	23	volume	volume	NOUN
american_scientific_journal-12156	151	24	103	103	NUM
american_scientific_journal-12156	151	25	,	,	PUNCT
american_scientific_journal-12156	151	26	no	no	DET
american_scientific_journal-12156	151	27	1	1	NUM
american_scientific_journal-12156	151	28	,	,	PUNCT
american_scientific_journal-12156	151	29	pp	pp	ADV
american_scientific_journal-12156	151	30	485	485	NUM
american_scientific_journal-12156	151	31	-	-	SYM
american_scientific_journal-12156	151	32	494	494	NUM
american_scientific_journal-12156	151	33	493	493	NUM
american_scientific_journal-12156	151	34	management	management	NOUN
american_scientific_journal-12156	151	35	for	for	ADP
american_scientific_journal-12156	151	36	duplicated	duplicate	VERB
american_scientific_journal-12156	151	37	streams	stream	NOUN
american_scientific_journal-12156	151	38	,	,	PUNCT
american_scientific_journal-12156	151	39	and	and	CCONJ
american_scientific_journal-12156	151	40	the	the	DET
american_scientific_journal-12156	151	41	'	'	PUNCT
american_scientific_journal-12156	151	42	human	human	ADJ
american_scientific_journal-12156	151	43	factor	factor	NOUN
american_scientific_journal-12156	151	44	'	'	PUNCT
american_scientific_journal-12156	151	45	of	of	ADP
american_scientific_journal-12156	151	46	managing	manage	VERB
american_scientific_journal-12156	151	47	hybrid	hybrid	ADJ
american_scientific_journal-12156	151	48	pipelines	pipeline	NOUN
american_scientific_journal-12156	151	49	represent	represent	VERB
american_scientific_journal-12156	151	50	significant	significant	ADJ
american_scientific_journal-12156	151	51	variables	variable	NOUN
american_scientific_journal-12156	151	52	that	that	PRON
american_scientific_journal-12156	151	53	require	require	VERB
american_scientific_journal-12156	151	54	further	further	ADJ
american_scientific_journal-12156	151	55	longitudinal	longitudinal	ADJ
american_scientific_journal-12156	151	56	investigation	investigation	NOUN
american_scientific_journal-12156	151	57	in	in	ADP
american_scientific_journal-12156	151	58	live	live	ADJ
american_scientific_journal-12156	151	59	industrial	industrial	ADJ
american_scientific_journal-12156	151	60	settings	setting	NOUN
american_scientific_journal-12156	151	61	.	.	PUNCT
american_scientific_journal-12156	152	1	5.conclusion	5.conclusion	NUM
american_scientific_journal-12156	152	2	the	the	DET
american_scientific_journal-12156	152	3	conducted	conduct	VERB
american_scientific_journal-12156	152	4	study	study	NOUN
american_scientific_journal-12156	152	5	established	establish	VERB
american_scientific_journal-12156	152	6	that	that	DET
american_scientific_journal-12156	152	7	observability	observability	NOUN
american_scientific_journal-12156	152	8	of	of	ADP
american_scientific_journal-12156	152	9	software	software	NOUN
american_scientific_journal-12156	152	10	systems	system	NOUN
american_scientific_journal-12156	152	11	in	in	ADP
american_scientific_journal-12156	152	12	go	go	NOUN
american_scientific_journal-12156	152	13	represents	represent	VERB
american_scientific_journal-12156	152	14	a	a	DET
american_scientific_journal-12156	152	15	multi	multi	ADJ
american_scientific_journal-12156	152	16	-	-	ADJ
american_scientific_journal-12156	152	17	level	level	ADJ
american_scientific_journal-12156	152	18	architecture	architecture	NOUN
american_scientific_journal-12156	152	19	,	,	PUNCT
american_scientific_journal-12156	152	20	where	where	SCONJ
american_scientific_journal-12156	152	21	effectiveness	effectiveness	NOUN
american_scientific_journal-12156	152	22	is	be	AUX
american_scientific_journal-12156	152	23	achieved	achieve	VERB
american_scientific_journal-12156	152	24	only	only	ADV
american_scientific_journal-12156	152	25	by	by	ADP
american_scientific_journal-12156	152	26	combining	combine	VERB
american_scientific_journal-12156	152	27	compile	compile	NOUN
american_scientific_journal-12156	152	28	-	-	PUNCT
american_scientific_journal-12156	152	29	time	time	NOUN
american_scientific_journal-12156	152	30	and	and	CCONJ
american_scientific_journal-12156	152	31	runtime	runtime	NOUN
american_scientific_journal-12156	152	32	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	152	33	into	into	ADP
american_scientific_journal-12156	152	34	a	a	DET
american_scientific_journal-12156	152	35	single	single	ADJ
american_scientific_journal-12156	152	36	telemetry	telemetry	NOUN
american_scientific_journal-12156	152	37	environment	environment	NOUN
american_scientific_journal-12156	152	38	.	.	PUNCT
american_scientific_journal-12156	153	1	analysis	analysis	NOUN
american_scientific_journal-12156	153	2	showed	show	VERB
american_scientific_journal-12156	153	3	that	that	SCONJ
american_scientific_journal-12156	153	4	the	the	DET
american_scientific_journal-12156	153	5	key	key	ADJ
american_scientific_journal-12156	153	6	condition	condition	NOUN
american_scientific_journal-12156	153	7	for	for	ADP
american_scientific_journal-12156	153	8	increasing	increase	VERB
american_scientific_journal-12156	153	9	observation	observation	NOUN
american_scientific_journal-12156	153	10	accuracy	accuracy	NOUN
american_scientific_journal-12156	153	11	and	and	CCONJ
american_scientific_journal-12156	153	12	reducing	reduce	VERB
american_scientific_journal-12156	153	13	operational	operational	ADJ
american_scientific_journal-12156	153	14	risks	risk	NOUN
american_scientific_journal-12156	153	15	is	be	AUX
american_scientific_journal-12156	153	16	the	the	DET
american_scientific_journal-12156	153	17	consistency	consistency	NOUN
american_scientific_journal-12156	153	18	of	of	ADP
american_scientific_journal-12156	153	19	telemetry	telemetry	NOUN
american_scientific_journal-12156	153	20	contours	contours	NOUN
american_scientific_journal-12156	153	21	.	.	PUNCT
american_scientific_journal-12156	154	1	compile	compile	NOUN
american_scientific_journal-12156	154	2	-	-	PUNCT
american_scientific_journal-12156	154	3	time	time	NOUN
american_scientific_journal-12156	154	4	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	154	5	forms	form	VERB
american_scientific_journal-12156	154	6	the	the	DET
american_scientific_journal-12156	154	7	semantic	semantic	ADJ
american_scientific_journal-12156	154	8	data	data	NOUN
american_scientific_journal-12156	154	9	structure	structure	NOUN
american_scientific_journal-12156	154	10	and	and	CCONJ
american_scientific_journal-12156	154	11	ensures	ensure	VERB
american_scientific_journal-12156	154	12	context	context	NOUN
american_scientific_journal-12156	154	13	reliability	reliability	NOUN
american_scientific_journal-12156	154	14	,	,	PUNCT
american_scientific_journal-12156	154	15	while	while	SCONJ
american_scientific_journal-12156	154	16	runtime	runtime	NOUN
american_scientific_journal-12156	154	17	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	154	18	supports	support	VERB
american_scientific_journal-12156	154	19	observation	observation	NOUN
american_scientific_journal-12156	154	20	continuity	continuity	NOUN
american_scientific_journal-12156	154	21	and	and	CCONJ
american_scientific_journal-12156	154	22	reflects	reflect	VERB
american_scientific_journal-12156	154	23	the	the	DET
american_scientific_journal-12156	154	24	actual	actual	ADJ
american_scientific_journal-12156	154	25	system	system	NOUN
american_scientific_journal-12156	154	26	state	state	NOUN
american_scientific_journal-12156	154	27	.	.	PUNCT
american_scientific_journal-12156	155	1	together	together	ADV
american_scientific_journal-12156	155	2	,	,	PUNCT
american_scientific_journal-12156	155	3	they	they	PRON
american_scientific_journal-12156	155	4	create	create	VERB
american_scientific_journal-12156	155	5	a	a	DET
american_scientific_journal-12156	155	6	technological	technological	ADJ
american_scientific_journal-12156	155	7	basis	basis	NOUN
american_scientific_journal-12156	155	8	for	for	ADP
american_scientific_journal-12156	155	9	transitioning	transition	VERB
american_scientific_journal-12156	155	10	from	from	ADP
american_scientific_journal-12156	155	11	local	local	ADJ
american_scientific_journal-12156	155	12	profiling	profiling	NOUN
american_scientific_journal-12156	155	13	to	to	ADP
american_scientific_journal-12156	155	14	constant	constant	ADJ
american_scientific_journal-12156	155	15	monitoring	monitoring	NOUN
american_scientific_journal-12156	155	16	of	of	ADP
american_scientific_journal-12156	155	17	performance	performance	NOUN
american_scientific_journal-12156	155	18	and	and	CCONJ
american_scientific_journal-12156	155	19	reliability	reliability	NOUN
american_scientific_journal-12156	155	20	.	.	PUNCT
american_scientific_journal-12156	156	1	it	it	PRON
american_scientific_journal-12156	156	2	was	be	AUX
american_scientific_journal-12156	156	3	revealed	reveal	VERB
american_scientific_journal-12156	156	4	that	that	SCONJ
american_scientific_journal-12156	156	5	infrastructure	infrastructure	NOUN
american_scientific_journal-12156	156	6	stability	stability	NOUN
american_scientific_journal-12156	156	7	is	be	AUX
american_scientific_journal-12156	156	8	achieved	achieve	VERB
american_scientific_journal-12156	156	9	not	not	PART
american_scientific_journal-12156	156	10	by	by	ADP
american_scientific_journal-12156	156	11	increasing	increase	VERB
american_scientific_journal-12156	156	12	the	the	DET
american_scientific_journal-12156	156	13	volume	volume	NOUN
american_scientific_journal-12156	156	14	of	of	ADP
american_scientific_journal-12156	156	15	collected	collected	ADJ
american_scientific_journal-12156	156	16	telemetry	telemetry	NOUN
american_scientific_journal-12156	156	17	,	,	PUNCT
american_scientific_journal-12156	156	18	but	but	CCONJ
american_scientific_journal-12156	156	19	by	by	ADP
american_scientific_journal-12156	156	20	synchronizing	synchronize	VERB
american_scientific_journal-12156	156	21	its	its	PRON
american_scientific_journal-12156	156	22	levels	level	NOUN
american_scientific_journal-12156	156	23	and	and	CCONJ
american_scientific_journal-12156	156	24	automating	automate	VERB
american_scientific_journal-12156	156	25	analysis	analysis	NOUN
american_scientific_journal-12156	156	26	.	.	PUNCT
american_scientific_journal-12156	157	1	this	this	DET
american_scientific_journal-12156	157	2	process	process	NOUN
american_scientific_journal-12156	157	3	organization	organization	NOUN
american_scientific_journal-12156	157	4	allows	allow	VERB
american_scientific_journal-12156	157	5	for	for	ADP
american_scientific_journal-12156	157	6	minimizing	minimize	VERB
american_scientific_journal-12156	157	7	overhead	overhead	ADV
american_scientific_journal-12156	157	8	,	,	PUNCT
american_scientific_journal-12156	157	9	reducing	reduce	VERB
american_scientific_journal-12156	157	10	reaction	reaction	NOUN
american_scientific_journal-12156	157	11	time	time	NOUN
american_scientific_journal-12156	157	12	to	to	ADP
american_scientific_journal-12156	157	13	deviations	deviation	NOUN
american_scientific_journal-12156	157	14	,	,	PUNCT
american_scientific_journal-12156	157	15	and	and	CCONJ
american_scientific_journal-12156	157	16	increasing	increase	VERB
american_scientific_journal-12156	157	17	diagnostic	diagnostic	ADJ
american_scientific_journal-12156	157	18	reproducibility	reproducibility	NOUN
american_scientific_journal-12156	157	19	.	.	PUNCT
american_scientific_journal-12156	158	1	in	in	ADP
american_scientific_journal-12156	158	2	this	this	DET
american_scientific_journal-12156	158	3	regard	regard	NOUN
american_scientific_journal-12156	158	4	,	,	PUNCT
american_scientific_journal-12156	158	5	observation	observation	NOUN
american_scientific_journal-12156	158	6	ceases	cease	VERB
american_scientific_journal-12156	158	7	to	to	PART
american_scientific_journal-12156	158	8	be	be	AUX
american_scientific_journal-12156	158	9	an	an	DET
american_scientific_journal-12156	158	10	external	external	ADJ
american_scientific_journal-12156	158	11	control	control	NOUN
american_scientific_journal-12156	158	12	function	function	NOUN
american_scientific_journal-12156	158	13	and	and	CCONJ
american_scientific_journal-12156	158	14	becomes	become	VERB
american_scientific_journal-12156	158	15	a	a	DET
american_scientific_journal-12156	158	16	built	build	VERB
american_scientific_journal-12156	158	17	-	-	PUNCT
american_scientific_journal-12156	158	18	in	in	ADP
american_scientific_journal-12156	158	19	mechanism	mechanism	NOUN
american_scientific_journal-12156	158	20	for	for	ADP
american_scientific_journal-12156	158	21	system	system	NOUN
american_scientific_journal-12156	158	22	self	self	NOUN
american_scientific_journal-12156	158	23	-	-	PUNCT
american_scientific_journal-12156	158	24	assessment	assessment	NOUN
american_scientific_journal-12156	158	25	and	and	CCONJ
american_scientific_journal-12156	158	26	adaptation	adaptation	NOUN
american_scientific_journal-12156	158	27	.	.	PUNCT
american_scientific_journal-12156	159	1	a	a	DET
american_scientific_journal-12156	159	2	key	key	ADJ
american_scientific_journal-12156	159	3	direction	direction	NOUN
american_scientific_journal-12156	159	4	for	for	ADP
american_scientific_journal-12156	159	5	methodology	methodology	NOUN
american_scientific_journal-12156	159	6	development	development	NOUN
american_scientific_journal-12156	159	7	is	be	AUX
american_scientific_journal-12156	159	8	forming	form	VERB
american_scientific_journal-12156	159	9	a	a	DET
american_scientific_journal-12156	159	10	hybrid	hybrid	ADJ
american_scientific_journal-12156	159	11	observability	observability	NOUN
american_scientific_journal-12156	159	12	model	model	NOUN
american_scientific_journal-12156	159	13	combining	combine	VERB
american_scientific_journal-12156	159	14	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	159	15	accuracy	accuracy	NOUN
american_scientific_journal-12156	159	16	during	during	ADP
american_scientific_journal-12156	159	17	assembly	assembly	NOUN
american_scientific_journal-12156	159	18	and	and	CCONJ
american_scientific_journal-12156	159	19	monitoring	monitor	VERB
american_scientific_journal-12156	159	20	adaptability	adaptability	NOUN
american_scientific_journal-12156	159	21	in	in	ADP
american_scientific_journal-12156	159	22	the	the	DET
american_scientific_journal-12156	159	23	execution	execution	NOUN
american_scientific_journal-12156	159	24	environment	environment	NOUN
american_scientific_journal-12156	159	25	.	.	PUNCT
american_scientific_journal-12156	160	1	this	this	DET
american_scientific_journal-12156	160	2	model	model	NOUN
american_scientific_journal-12156	160	3	ensures	ensure	VERB
american_scientific_journal-12156	160	4	data	datum	NOUN
american_scientific_journal-12156	160	5	consistency	consistency	NOUN
american_scientific_journal-12156	160	6	,	,	PUNCT
american_scientific_journal-12156	160	7	behavior	behavior	NOUN
american_scientific_journal-12156	160	8	predictability	predictability	NOUN
american_scientific_journal-12156	160	9	,	,	PUNCT
american_scientific_journal-12156	160	10	and	and	CCONJ
american_scientific_journal-12156	160	11	diagnostic	diagnostic	ADJ
american_scientific_journal-12156	160	12	independence	independence	NOUN
american_scientific_journal-12156	160	13	from	from	ADP
american_scientific_journal-12156	160	14	specific	specific	ADJ
american_scientific_journal-12156	160	15	technological	technological	ADJ
american_scientific_journal-12156	160	16	stacks	stack	NOUN
american_scientific_journal-12156	160	17	.	.	PUNCT
american_scientific_journal-12156	161	1	its	its	PRON
american_scientific_journal-12156	161	2	implementation	implementation	NOUN
american_scientific_journal-12156	161	3	creates	create	VERB
american_scientific_journal-12156	161	4	prerequisites	prerequisite	NOUN
american_scientific_journal-12156	161	5	for	for	ADP
american_scientific_journal-12156	161	6	forming	form	VERB
american_scientific_journal-12156	161	7	a	a	DET
american_scientific_journal-12156	161	8	new	new	ADJ
american_scientific_journal-12156	161	9	standard	standard	NOUN
american_scientific_journal-12156	161	10	of	of	ADP
american_scientific_journal-12156	161	11	software	software	NOUN
american_scientific_journal-12156	161	12	system	system	NOUN
american_scientific_journal-12156	161	13	quality	quality	NOUN
american_scientific_journal-12156	161	14	management	management	NOUN
american_scientific_journal-12156	161	15	based	base	VERB
american_scientific_journal-12156	161	16	on	on	ADP
american_scientific_journal-12156	161	17	reliable	reliable	ADJ
american_scientific_journal-12156	161	18	metrics	metric	NOUN
american_scientific_journal-12156	161	19	and	and	CCONJ
american_scientific_journal-12156	161	20	automatic	automatic	ADJ
american_scientific_journal-12156	161	21	causal	causal	ADJ
american_scientific_journal-12156	161	22	relationship	relationship	NOUN
american_scientific_journal-12156	161	23	analysis	analysis	NOUN
american_scientific_journal-12156	161	24	.	.	PUNCT
american_scientific_journal-12156	162	1	thus	thus	ADV
american_scientific_journal-12156	162	2	,	,	PUNCT
american_scientific_journal-12156	162	3	the	the	DET
american_scientific_journal-12156	162	4	role	role	NOUN
american_scientific_journal-12156	162	5	of	of	ADP
american_scientific_journal-12156	162	6	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	162	7	transforms	transform	VERB
american_scientific_journal-12156	162	8	from	from	ADP
american_scientific_journal-12156	162	9	an	an	DET
american_scientific_journal-12156	162	10	auxiliary	auxiliary	ADJ
american_scientific_journal-12156	162	11	control	control	NOUN
american_scientific_journal-12156	162	12	mechanism	mechanism	NOUN
american_scientific_journal-12156	162	13	into	into	ADP
american_scientific_journal-12156	162	14	an	an	DET
american_scientific_journal-12156	162	15	architectural	architectural	ADJ
american_scientific_journal-12156	162	16	element	element	NOUN
american_scientific_journal-12156	162	17	of	of	ADP
american_scientific_journal-12156	162	18	digital	digital	ADJ
american_scientific_journal-12156	162	19	reliability	reliability	NOUN
american_scientific_journal-12156	162	20	management	management	NOUN
american_scientific_journal-12156	162	21	.	.	PUNCT
american_scientific_journal-12156	163	1	the	the	DET
american_scientific_journal-12156	163	2	comprehensive	comprehensive	ADJ
american_scientific_journal-12156	163	3	use	use	NOUN
american_scientific_journal-12156	163	4	of	of	ADP
american_scientific_journal-12156	163	5	static	static	ADJ
american_scientific_journal-12156	163	6	and	and	CCONJ
american_scientific_journal-12156	163	7	dynamic	dynamic	ADJ
american_scientific_journal-12156	163	8	analysis	analysis	NOUN
american_scientific_journal-12156	163	9	forms	form	VERB
american_scientific_journal-12156	163	10	an	an	DET
american_scientific_journal-12156	163	11	intelligent	intelligent	ADJ
american_scientific_journal-12156	163	12	observation	observation	NOUN
american_scientific_journal-12156	163	13	environment	environment	NOUN
american_scientific_journal-12156	163	14	capable	capable	ADJ
american_scientific_journal-12156	163	15	of	of	ADP
american_scientific_journal-12156	163	16	self	self	NOUN
american_scientific_journal-12156	163	17	-	-	PUNCT
american_scientific_journal-12156	163	18	tuning	tuning	NOUN
american_scientific_journal-12156	163	19	and	and	CCONJ
american_scientific_journal-12156	163	20	predictive	predictive	ADJ
american_scientific_journal-12156	163	21	assessment	assessment	NOUN
american_scientific_journal-12156	163	22	of	of	ADP
american_scientific_journal-12156	163	23	application	application	NOUN
american_scientific_journal-12156	163	24	state	state	NOUN
american_scientific_journal-12156	163	25	.	.	PUNCT
american_scientific_journal-12156	164	1	this	this	PRON
american_scientific_journal-12156	164	2	ensures	ensure	VERB
american_scientific_journal-12156	164	3	increased	increase	VERB
american_scientific_journal-12156	164	4	process	process	NOUN
american_scientific_journal-12156	164	5	transparency	transparency	NOUN
american_scientific_journal-12156	164	6	,	,	PUNCT
american_scientific_journal-12156	164	7	reduced	reduce	VERB
american_scientific_journal-12156	164	8	operational	operational	ADJ
american_scientific_journal-12156	164	9	risks	risk	NOUN
american_scientific_journal-12156	164	10	,	,	PUNCT
american_scientific_journal-12156	164	11	and	and	CCONJ
american_scientific_journal-12156	164	12	forms	form	VERB
american_scientific_journal-12156	164	13	the	the	DET
american_scientific_journal-12156	164	14	basis	basis	NOUN
american_scientific_journal-12156	164	15	for	for	ADP
american_scientific_journal-12156	164	16	further	further	ADJ
american_scientific_journal-12156	164	17	development	development	NOUN
american_scientific_journal-12156	164	18	of	of	ADP
american_scientific_journal-12156	164	19	selfregulating	selfregulate	VERB
american_scientific_journal-12156	164	20	next	next	ADJ
american_scientific_journal-12156	164	21	-	-	PUNCT
american_scientific_journal-12156	164	22	generation	generation	NOUN
american_scientific_journal-12156	164	23	telemetry	telemetry	NOUN
american_scientific_journal-12156	164	24	systems	system	NOUN
american_scientific_journal-12156	164	25	.	.	PUNCT
american_scientific_journal-12156	165	1	references	reference	NOUN
american_scientific_journal-12156	165	2	[	[	X
american_scientific_journal-12156	165	3	1	1	NUM
american_scientific_journal-12156	165	4	]	]	PUNCT
american_scientific_journal-12156	165	5	.	.	PUNCT
american_scientific_journal-12156	166	1	balis	balis	PROPN
american_scientific_journal-12156	166	2	,	,	PUNCT
american_scientific_journal-12156	166	3	b.	b.	PROPN
american_scientific_journal-12156	166	4	,	,	PUNCT
american_scientific_journal-12156	166	5	czerepak	czerepak	PROPN
american_scientific_journal-12156	166	6	,	,	PUNCT
american_scientific_journal-12156	166	7	k.	k.	PROPN
american_scientific_journal-12156	166	8	,	,	PUNCT
american_scientific_journal-12156	166	9	kuzma	kuzma	PROPN
american_scientific_journal-12156	166	10	,	,	PUNCT
american_scientific_journal-12156	166	11	a.	a.	NOUN
american_scientific_journal-12156	166	12	,	,	PUNCT
american_scientific_journal-12156	166	13	meizner	meizner	NOUN
american_scientific_journal-12156	166	14	,	,	PUNCT
american_scientific_journal-12156	166	15	j.	j.	PROPN
american_scientific_journal-12156	166	16	,	,	PUNCT
american_scientific_journal-12156	166	17	&	&	CCONJ
american_scientific_journal-12156	166	18	wronski	wronski	PROPN
american_scientific_journal-12156	166	19	,	,	PUNCT
american_scientific_journal-12156	166	20	l.	l.	PROPN
american_scientific_journal-12156	166	21	(	(	PUNCT
american_scientific_journal-12156	166	22	2024	2024	NUM
american_scientific_journal-12156	166	23	,	,	PUNCT
american_scientific_journal-12156	166	24	august	august	PROPN
american_scientific_journal-12156	166	25	27	27	NUM
american_scientific_journal-12156	166	26	)	)	PUNCT
american_scientific_journal-12156	166	27	.	.	PUNCT
american_scientific_journal-12156	167	1	towards	towards	ADP
american_scientific_journal-12156	167	2	observability	observability	NOUN
american_scientific_journal-12156	167	3	of	of	ADP
american_scientific_journal-12156	167	4	scientific	scientific	ADJ
american_scientific_journal-12156	167	5	applications	application	NOUN
american_scientific_journal-12156	167	6	(	(	PUNCT
american_scientific_journal-12156	167	7	arxiv:2408.15439	arxiv:2408.15439	NOUN
american_scientific_journal-12156	167	8	)	)	PUNCT
american_scientific_journal-12156	167	9	.	.	PUNCT
american_scientific_journal-12156	168	1	arxiv	arxiv	PROPN
american_scientific_journal-12156	168	2	.	.	PUNCT
american_scientific_journal-12156	169	1	https://doi.org/10.48550/arxiv.2408.15439	https://doi.org/10.48550/arxiv.2408.15439	PROPN
american_scientific_journal-12156	170	1	[	[	X
american_scientific_journal-12156	170	2	2	2	NUM
american_scientific_journal-12156	170	3	]	]	PUNCT
american_scientific_journal-12156	170	4	.	.	PUNCT
american_scientific_journal-12156	171	1	hansen	hansen	PROPN
american_scientific_journal-12156	171	2	,	,	PUNCT
american_scientific_journal-12156	171	3	m.	m.	NOUN
american_scientific_journal-12156	171	4	,	,	PUNCT
american_scientific_journal-12156	171	5	&	&	CCONJ
american_scientific_journal-12156	171	6	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	171	7	,	,	PUNCT
american_scientific_journal-12156	171	8	w.	w.	PROPN
american_scientific_journal-12156	171	9	(	(	PUNCT
american_scientific_journal-12156	171	10	2024	2024	NUM
american_scientific_journal-12156	171	11	,	,	PUNCT
american_scientific_journal-12156	171	12	november	november	PROPN
american_scientific_journal-12156	171	13	19	19	NUM
american_scientific_journal-12156	171	14	)	)	PUNCT
american_scientific_journal-12156	171	15	.	.	PUNCT
american_scientific_journal-12156	172	1	instrumentation	instrumentation	NOUN
american_scientific_journal-12156	172	2	of	of	ADP
american_scientific_journal-12156	172	3	software	software	NOUN
american_scientific_journal-12156	172	4	systems	system	NOUN
american_scientific_journal-12156	172	5	with	with	ADP
american_scientific_journal-12156	172	6	opentelemetry	opentelemetry	NOUN
american_scientific_journal-12156	172	7	for	for	ADP
american_scientific_journal-12156	172	8	software	software	NOUN
american_scientific_journal-12156	172	9	visualization	visualization	NOUN
american_scientific_journal-12156	172	10	(	(	PUNCT
american_scientific_journal-12156	172	11	arxiv:2411.12380	arxiv:2411.12380	VERB
american_scientific_journal-12156	172	12	)	)	PUNCT
american_scientific_journal-12156	172	13	.	.	PUNCT
american_scientific_journal-12156	173	1	arxiv	arxiv	PROPN
american_scientific_journal-12156	173	2	.	.	PUNCT
american_scientific_journal-12156	174	1	https://doi.org/10.48550/arxiv.2411.12380	https://doi.org/10.48550/arxiv.2411.12380	PROPN
american_scientific_journal-12156	175	1	[	[	X
american_scientific_journal-12156	175	2	3	3	NUM
american_scientific_journal-12156	175	3	]	]	PUNCT
american_scientific_journal-12156	175	4	.	.	PUNCT
american_scientific_journal-12156	176	1	jia	jia	PROPN
american_scientific_journal-12156	176	2	,	,	PUNCT
american_scientific_journal-12156	176	3	j.	j.	PROPN
american_scientific_journal-12156	176	4	,	,	PUNCT
american_scientific_journal-12156	176	5	qin	qin	PROPN
american_scientific_journal-12156	176	6	,	,	PUNCT
american_scientific_journal-12156	176	7	r.	r.	PROPN
american_scientific_journal-12156	176	8	,	,	PUNCT
american_scientific_journal-12156	176	9	craun	craun	NOUN
american_scientific_journal-12156	176	10	,	,	PUNCT
american_scientific_journal-12156	176	11	m.	m.	NOUN
american_scientific_journal-12156	176	12	,	,	PUNCT
american_scientific_journal-12156	176	13	lukiyanov	lukiyanov	PROPN
american_scientific_journal-12156	176	14	,	,	PUNCT
american_scientific_journal-12156	176	15	e.	e.	PROPN
american_scientific_journal-12156	176	16	,	,	PUNCT
american_scientific_journal-12156	176	17	bansal	bansal	NOUN
american_scientific_journal-12156	176	18	,	,	PUNCT
american_scientific_journal-12156	176	19	a.	a.	NOUN
american_scientific_journal-12156	176	20	,	,	PUNCT
american_scientific_journal-12156	176	21	le	le	X
american_scientific_journal-12156	176	22	,	,	PUNCT
american_scientific_journal-12156	176	23	m.	m.	NOUN
american_scientific_journal-12156	176	24	v.	v.	PROPN
american_scientific_journal-12156	176	25	,	,	PUNCT
american_scientific_journal-12156	176	26	franke	franke	PROPN
american_scientific_journal-12156	176	27	,	,	PUNCT
american_scientific_journal-12156	176	28	h.	h.	PROPN
american_scientific_journal-12156	176	29	,	,	PUNCT
american_scientific_journal-12156	176	30	jamjoom	jamjoom	PROPN
american_scientific_journal-12156	176	31	,	,	PUNCT
american_scientific_journal-12156	176	32	h.	h.	PROPN
american_scientific_journal-12156	176	33	,	,	PUNCT
american_scientific_journal-12156	176	34	xu	xu	PROPN
american_scientific_journal-12156	176	35	,	,	PUNCT
american_scientific_journal-12156	176	36	t.	t.	PROPN
american_scientific_journal-12156	176	37	,	,	PUNCT
american_scientific_journal-12156	176	38	&	&	CCONJ
american_scientific_journal-12156	176	39	williams	williams	PROPN
american_scientific_journal-12156	176	40	,	,	PUNCT
american_scientific_journal-12156	176	41	d.	d.	PROPN
american_scientific_journal-12156	176	42	(	(	PUNCT
american_scientific_journal-12156	176	43	2025	2025	NUM
american_scientific_journal-12156	176	44	,	,	PUNCT
american_scientific_journal-12156	176	45	april	april	PROPN
american_scientific_journal-12156	176	46	28	28	NUM
american_scientific_journal-12156	176	47	)	)	PUNCT
american_scientific_journal-12156	176	48	.	.	PUNCT
american_scientific_journal-12156	177	1	safe	safe	ADJ
american_scientific_journal-12156	177	2	and	and	CCONJ
american_scientific_journal-12156	177	3	usable	usable	ADJ
american_scientific_journal-12156	177	4	kernel	kernel	NOUN
american_scientific_journal-12156	177	5	extensions	extension	NOUN
american_scientific_journal-12156	177	6	with	with	ADP
american_scientific_journal-12156	177	7	rex	rex	PROPN
american_scientific_journal-12156	177	8	(	(	PUNCT
american_scientific_journal-12156	177	9	arxiv:2502.18832	arxiv:2502.18832	PROPN
american_scientific_journal-12156	177	10	)	)	PUNCT
american_scientific_journal-12156	177	11	.	.	PUNCT
american_scientific_journal-12156	178	1	arxiv	arxiv	PROPN
american_scientific_journal-12156	178	2	.	.	PUNCT
american_scientific_journal-12156	179	1	https://doi.org/10.48550/arxiv.2502.18832	https://doi.org/10.48550/arxiv.2502.18832	PROPN
american_scientific_journal-12156	179	2	https://doi.org/10.48550/arxiv.2408.15439	https://doi.org/10.48550/arxiv.2408.15439	PROPN
american_scientific_journal-12156	179	3	https://doi.org/10.48550/arxiv.2411.12380	https://doi.org/10.48550/arxiv.2411.12380	PROPN
american_scientific_journal-12156	179	4	https://doi.org/10.48550/arxiv.2502.18832	https://doi.org/10.48550/arxiv.2502.18832	PROPN
american_scientific_journal-12156	179	5	american	american	ADJ
american_scientific_journal-12156	179	6	academic	academic	ADJ
american_scientific_journal-12156	179	7	scientific	scientific	ADJ
american_scientific_journal-12156	179	8	research	research	NOUN
american_scientific_journal-12156	179	9	journal	journal	NOUN
american_scientific_journal-12156	179	10	for	for	ADP
american_scientific_journal-12156	179	11	engineering	engineering	NOUN
american_scientific_journal-12156	179	12	,	,	PUNCT
american_scientific_journal-12156	179	13	technology	technology	NOUN
american_scientific_journal-12156	179	14	,	,	PUNCT
american_scientific_journal-12156	179	15	and	and	CCONJ
american_scientific_journal-12156	179	16	sciences	science	NOUN
american_scientific_journal-12156	179	17	(	(	PUNCT
american_scientific_journal-12156	179	18	asrjets	asrjet	NOUN
american_scientific_journal-12156	179	19	)	)	PUNCT
american_scientific_journal-12156	179	20	volume	volume	NOUN
american_scientific_journal-12156	179	21	103	103	NUM
american_scientific_journal-12156	179	22	,	,	PUNCT
american_scientific_journal-12156	179	23	no	no	DET
american_scientific_journal-12156	179	24	1	1	NUM
american_scientific_journal-12156	179	25	,	,	PUNCT
american_scientific_journal-12156	179	26	pp	pp	ADV
american_scientific_journal-12156	179	27	485	485	NUM
american_scientific_journal-12156	179	28	-	-	SYM
american_scientific_journal-12156	179	29	494	494	NUM
american_scientific_journal-12156	179	30	494	494	NUM
american_scientific_journal-12156	180	1	[	[	X
american_scientific_journal-12156	180	2	4	4	NUM
american_scientific_journal-12156	180	3	]	]	PUNCT
american_scientific_journal-12156	180	4	.	.	PUNCT
american_scientific_journal-12156	181	1	nõu	nõu	PROPN
american_scientific_journal-12156	181	2	,	,	PUNCT
american_scientific_journal-12156	181	3	a.	a.	PROPN
american_scientific_journal-12156	181	4	,	,	PUNCT
american_scientific_journal-12156	181	5	talluri	talluri	PROPN
american_scientific_journal-12156	181	6	,	,	PUNCT
american_scientific_journal-12156	181	7	s.	s.	PROPN
american_scientific_journal-12156	181	8	,	,	PUNCT
american_scientific_journal-12156	181	9	iosup	iosup	PROPN
american_scientific_journal-12156	181	10	,	,	PUNCT
american_scientific_journal-12156	181	11	a.	a.	NOUN
american_scientific_journal-12156	181	12	,	,	PUNCT
american_scientific_journal-12156	181	13	&	&	CCONJ
american_scientific_journal-12156	181	14	bonetta	bonetta	PROPN
american_scientific_journal-12156	181	15	,	,	PUNCT
american_scientific_journal-12156	181	16	d.	d.	PROPN
american_scientific_journal-12156	181	17	(	(	PUNCT
american_scientific_journal-12156	181	18	2025	2025	NUM
american_scientific_journal-12156	181	19	)	)	PUNCT
american_scientific_journal-12156	181	20	.	.	PUNCT
american_scientific_journal-12156	182	1	investigating	investigate	VERB
american_scientific_journal-12156	182	2	performance	performance	NOUN
american_scientific_journal-12156	182	3	overhead	overhead	ADV
american_scientific_journal-12156	182	4	of	of	ADP
american_scientific_journal-12156	182	5	distributed	distribute	VERB
american_scientific_journal-12156	182	6	tracing	trace	VERB
american_scientific_journal-12156	182	7	in	in	ADP
american_scientific_journal-12156	182	8	microservices	microservice	NOUN
american_scientific_journal-12156	182	9	and	and	CCONJ
american_scientific_journal-12156	182	10	serverless	serverless	NOUN
american_scientific_journal-12156	182	11	systems	system	NOUN
american_scientific_journal-12156	182	12	.	.	PUNCT
american_scientific_journal-12156	183	1	in	in	ADP
american_scientific_journal-12156	183	2	companion	companion	NOUN
american_scientific_journal-12156	183	3	of	of	ADP
american_scientific_journal-12156	183	4	the	the	DET
american_scientific_journal-12156	183	5	16th	16th	ADJ
american_scientific_journal-12156	183	6	acm	acm	PROPN
american_scientific_journal-12156	183	7	/	/	SYM
american_scientific_journal-12156	183	8	spec	spec	PROPN
american_scientific_journal-12156	183	9	international	international	PROPN
american_scientific_journal-12156	183	10	conference	conference	NOUN
american_scientific_journal-12156	183	11	on	on	ADP
american_scientific_journal-12156	183	12	performance	performance	NOUN
american_scientific_journal-12156	183	13	engineering	engineering	NOUN
american_scientific_journal-12156	183	14	(	(	PUNCT
american_scientific_journal-12156	183	15	pp	pp	ADJ
american_scientific_journal-12156	183	16	.	.	PUNCT
american_scientific_journal-12156	184	1	162–166	162–166	NUM
american_scientific_journal-12156	184	2	)	)	PUNCT
american_scientific_journal-12156	184	3	.	.	PUNCT
american_scientific_journal-12156	185	1	association	association	NOUN
american_scientific_journal-12156	185	2	for	for	ADP
american_scientific_journal-12156	185	3	computing	compute	VERB
american_scientific_journal-12156	185	4	machinery	machinery	NOUN
american_scientific_journal-12156	185	5	.	.	PUNCT
american_scientific_journal-12156	186	1	https://doi.org/10.1145/3680256.3721316	https://doi.org/10.1145/3680256.3721316	VERB
american_scientific_journal-12156	187	1	[	[	X
american_scientific_journal-12156	187	2	5	5	NUM
american_scientific_journal-12156	187	3	]	]	PUNCT
american_scientific_journal-12156	187	4	.	.	PUNCT
american_scientific_journal-12156	188	1	risdianto	risdianto	NOUN
american_scientific_journal-12156	188	2	,	,	PUNCT
american_scientific_journal-12156	188	3	a.	a.	PROPN
american_scientific_journal-12156	188	4	c.	c.	PROPN
american_scientific_journal-12156	188	5	,	,	PUNCT
american_scientific_journal-12156	188	6	usman	usman	PROPN
american_scientific_journal-12156	188	7	,	,	PUNCT
american_scientific_journal-12156	188	8	m.	m.	NOUN
american_scientific_journal-12156	188	9	,	,	PUNCT
american_scientific_journal-12156	188	10	&	&	CCONJ
american_scientific_journal-12156	188	11	rathore	rathore	PROPN
american_scientific_journal-12156	188	12	,	,	PUNCT
american_scientific_journal-12156	188	13	m.	m.	NOUN
american_scientific_journal-12156	188	14	a.	a.	NOUN
american_scientific_journal-12156	188	15	(	(	PUNCT
american_scientific_journal-12156	188	16	2024	2024	NUM
american_scientific_journal-12156	188	17	)	)	PUNCT
american_scientific_journal-12156	188	18	.	.	PUNCT
american_scientific_journal-12156	189	1	transforming	transform	VERB
american_scientific_journal-12156	189	2	network	network	NOUN
american_scientific_journal-12156	189	3	management	management	NOUN
american_scientific_journal-12156	189	4	:	:	PUNCT
american_scientific_journal-12156	189	5	intent	intent	NOUN
american_scientific_journal-12156	189	6	-	-	PUNCT
american_scientific_journal-12156	189	7	based	base	VERB
american_scientific_journal-12156	189	8	flexible	flexible	ADJ
american_scientific_journal-12156	189	9	control	control	NOUN
american_scientific_journal-12156	189	10	empowered	empower	VERB
american_scientific_journal-12156	189	11	by	by	ADP
american_scientific_journal-12156	189	12	efficient	efficient	ADJ
american_scientific_journal-12156	189	13	flow	flow	NOUN
american_scientific_journal-12156	189	14	-	-	PUNCT
american_scientific_journal-12156	189	15	centric	centric	ADJ
american_scientific_journal-12156	189	16	visibility	visibility	NOUN
american_scientific_journal-12156	189	17	.	.	PUNCT
american_scientific_journal-12156	190	1	future	future	ADJ
american_scientific_journal-12156	190	2	internet	internet	NOUN
american_scientific_journal-12156	190	3	,	,	PUNCT
american_scientific_journal-12156	190	4	16(7	16(7	NUM
american_scientific_journal-12156	190	5	)	)	PUNCT
american_scientific_journal-12156	190	6	,	,	PUNCT
american_scientific_journal-12156	190	7	223	223	NUM
american_scientific_journal-12156	190	8	.	.	PUNCT
american_scientific_journal-12156	190	9	https://doi.org/10.3390/fi16070223	https://doi.org/10.3390/fi16070223	PUNCT
american_scientific_journal-12156	191	1	[	[	X
american_scientific_journal-12156	191	2	6	6	NUM
american_scientific_journal-12156	191	3	]	]	PUNCT
american_scientific_journal-12156	191	4	.	.	PUNCT
american_scientific_journal-12156	191	5	sabbioni	sabbioni	PROPN
american_scientific_journal-12156	191	6	,	,	PUNCT
american_scientific_journal-12156	191	7	a.	a.	PROPN
american_scientific_journal-12156	191	8	,	,	PUNCT
american_scientific_journal-12156	191	9	corradi	corradi	NOUN
american_scientific_journal-12156	191	10	,	,	PUNCT
american_scientific_journal-12156	191	11	a.	a.	PROPN
american_scientific_journal-12156	191	12	,	,	PUNCT
american_scientific_journal-12156	191	13	monti	monti	PROPN
american_scientific_journal-12156	191	14	,	,	PUNCT
american_scientific_journal-12156	191	15	s.	s.	PROPN
american_scientific_journal-12156	191	16	,	,	PUNCT
american_scientific_journal-12156	191	17	&	&	CCONJ
american_scientific_journal-12156	191	18	de	de	PROPN
american_scientific_journal-12156	191	19	rolt	rolt	PROPN
american_scientific_journal-12156	191	20	,	,	PUNCT
american_scientific_journal-12156	191	21	c.	c.	PROPN
american_scientific_journal-12156	191	22	r.	r.	PROPN
american_scientific_journal-12156	191	23	(	(	PUNCT
american_scientific_journal-12156	191	24	2025	2025	NUM
american_scientific_journal-12156	191	25	)	)	PUNCT
american_scientific_journal-12156	191	26	.	.	PUNCT
american_scientific_journal-12156	192	1	from	from	ADP
american_scientific_journal-12156	192	2	digital	digital	ADJ
american_scientific_journal-12156	192	3	services	service	NOUN
american_scientific_journal-12156	192	4	to	to	ADP
american_scientific_journal-12156	192	5	sustainable	sustainable	ADJ
american_scientific_journal-12156	192	6	ones	one	NOUN
american_scientific_journal-12156	192	7	:	:	PUNCT
american_scientific_journal-12156	192	8	novel	novel	ADJ
american_scientific_journal-12156	192	9	industry	industry	NOUN
american_scientific_journal-12156	192	10	5.0	5.0	NUM
american_scientific_journal-12156	192	11	environments	environment	NOUN
american_scientific_journal-12156	192	12	enhanced	enhance	VERB
american_scientific_journal-12156	192	13	by	by	ADP
american_scientific_journal-12156	192	14	observability	observability	NOUN
american_scientific_journal-12156	192	15	.	.	PUNCT
american_scientific_journal-12156	193	1	information	information	NOUN
american_scientific_journal-12156	193	2	,	,	PUNCT
american_scientific_journal-12156	193	3	16(9	16(9	NUM
american_scientific_journal-12156	193	4	)	)	PUNCT
american_scientific_journal-12156	193	5	,	,	PUNCT
american_scientific_journal-12156	193	6	821	821	NUM
american_scientific_journal-12156	193	7	.	.	PUNCT
american_scientific_journal-12156	193	8	https://doi.org/10.3390/info16090821	https://doi.org/10.3390/info16090821	VERB
american_scientific_journal-12156	193	9	[	[	X
american_scientific_journal-12156	193	10	7	7	NUM
american_scientific_journal-12156	193	11	]	]	PUNCT
american_scientific_journal-12156	193	12	.	.	PUNCT
american_scientific_journal-12156	194	1	shen	shen	PROPN
american_scientific_journal-12156	194	2	,	,	PUNCT
american_scientific_journal-12156	194	3	j.	j.	PROPN
american_scientific_journal-12156	194	4	,	,	PUNCT
american_scientific_journal-12156	194	5	zhang	zhang	PROPN
american_scientific_journal-12156	194	6	,	,	PUNCT
american_scientific_journal-12156	194	7	h.	h.	PROPN
american_scientific_journal-12156	194	8	,	,	PUNCT
american_scientific_journal-12156	194	9	xiang	xiang	PROPN
american_scientific_journal-12156	194	10	,	,	PUNCT
american_scientific_journal-12156	194	11	y.	y.	PROPN
american_scientific_journal-12156	194	12	,	,	PUNCT
american_scientific_journal-12156	194	13	shi	shi	PROPN
american_scientific_journal-12156	194	14	,	,	PUNCT
american_scientific_journal-12156	194	15	x.	x.	PROPN
american_scientific_journal-12156	194	16	,	,	PUNCT
american_scientific_journal-12156	194	17	li	li	PROPN
american_scientific_journal-12156	194	18	,	,	PUNCT
american_scientific_journal-12156	194	19	x.	x.	PROPN
american_scientific_journal-12156	194	20	,	,	PUNCT
american_scientific_journal-12156	194	21	shen	shen	PROPN
american_scientific_journal-12156	194	22	,	,	PUNCT
american_scientific_journal-12156	194	23	y.	y.	PROPN
american_scientific_journal-12156	194	24	,	,	PUNCT
american_scientific_journal-12156	194	25	zhang	zhang	PROPN
american_scientific_journal-12156	194	26	,	,	PUNCT
american_scientific_journal-12156	194	27	z.	z.	PROPN
american_scientific_journal-12156	194	28	,	,	PUNCT
american_scientific_journal-12156	194	29	wu	wu	PROPN
american_scientific_journal-12156	194	30	,	,	PUNCT
american_scientific_journal-12156	194	31	y.	y.	PROPN
american_scientific_journal-12156	194	32	,	,	PUNCT
american_scientific_journal-12156	194	33	yin	yin	PROPN
american_scientific_journal-12156	194	34	,	,	PUNCT
american_scientific_journal-12156	194	35	x.	x.	PROPN
american_scientific_journal-12156	194	36	,	,	PUNCT
american_scientific_journal-12156	194	37	wang	wang	PROPN
american_scientific_journal-12156	194	38	,	,	PUNCT
american_scientific_journal-12156	194	39	j.	j.	PROPN
american_scientific_journal-12156	194	40	,	,	PUNCT
american_scientific_journal-12156	194	41	xu	xu	PROPN
american_scientific_journal-12156	194	42	,	,	PUNCT
american_scientific_journal-12156	194	43	m.	m.	NOUN
american_scientific_journal-12156	194	44	,	,	PUNCT
american_scientific_journal-12156	194	45	li	li	PROPN
american_scientific_journal-12156	194	46	,	,	PUNCT
american_scientific_journal-12156	194	47	y.	y.	PROPN
american_scientific_journal-12156	194	48	,	,	PUNCT
american_scientific_journal-12156	194	49	yin	yin	PROPN
american_scientific_journal-12156	194	50	,	,	PUNCT
american_scientific_journal-12156	194	51	j.	j.	PROPN
american_scientific_journal-12156	194	52	,	,	PUNCT
american_scientific_journal-12156	194	53	song	song	PROPN
american_scientific_journal-12156	194	54	,	,	PUNCT
american_scientific_journal-12156	194	55	j.	j.	PROPN
american_scientific_journal-12156	194	56	,	,	PUNCT
american_scientific_journal-12156	194	57	li	li	PROPN
american_scientific_journal-12156	194	58	,	,	PUNCT
american_scientific_journal-12156	194	59	z.	z.	PROPN
american_scientific_journal-12156	194	60	,	,	PUNCT
american_scientific_journal-12156	194	61	&	&	CCONJ
american_scientific_journal-12156	194	62	nie	nie	PROPN
american_scientific_journal-12156	194	63	,	,	PUNCT
american_scientific_journal-12156	194	64	r.	r.	PROPN
american_scientific_journal-12156	194	65	(	(	PUNCT
american_scientific_journal-12156	194	66	2023	2023	NUM
american_scientific_journal-12156	194	67	)	)	PUNCT
american_scientific_journal-12156	194	68	.	.	PUNCT
american_scientific_journal-12156	195	1	network	network	NOUN
american_scientific_journal-12156	195	2	-	-	PUNCT
american_scientific_journal-12156	195	3	centric	centric	NOUN
american_scientific_journal-12156	195	4	distributed	distribute	VERB
american_scientific_journal-12156	195	5	tracing	trace	VERB
american_scientific_journal-12156	195	6	with	with	ADP
american_scientific_journal-12156	195	7	deepflow	deepflow	NOUN
american_scientific_journal-12156	195	8	:	:	PUNCT
american_scientific_journal-12156	195	9	troubleshooting	troubleshoot	VERB
american_scientific_journal-12156	195	10	your	your	PRON
american_scientific_journal-12156	195	11	microservices	microservice	NOUN
american_scientific_journal-12156	195	12	in	in	ADP
american_scientific_journal-12156	195	13	zero	zero	NUM
american_scientific_journal-12156	195	14	code	code	NOUN
american_scientific_journal-12156	195	15	.	.	PUNCT
american_scientific_journal-12156	196	1	in	in	ADP
american_scientific_journal-12156	196	2	proceedings	proceeding	NOUN
american_scientific_journal-12156	196	3	of	of	ADP
american_scientific_journal-12156	196	4	the	the	DET
american_scientific_journal-12156	196	5	acm	acm	PROPN
american_scientific_journal-12156	196	6	sigcomm	sigcomm	PROPN
american_scientific_journal-12156	196	7	2023	2023	NUM
american_scientific_journal-12156	196	8	conference	conference	NOUN
american_scientific_journal-12156	196	9	(	(	PUNCT
american_scientific_journal-12156	196	10	pp	pp	ADJ
american_scientific_journal-12156	196	11	.	.	PUNCT
american_scientific_journal-12156	197	1	420–437	420–437	NUM
american_scientific_journal-12156	197	2	)	)	PUNCT
american_scientific_journal-12156	197	3	.	.	PUNCT
american_scientific_journal-12156	198	1	association	association	NOUN
american_scientific_journal-12156	198	2	for	for	ADP
american_scientific_journal-12156	198	3	computing	compute	VERB
american_scientific_journal-12156	198	4	machinery	machinery	NOUN
american_scientific_journal-12156	198	5	.	.	PUNCT
american_scientific_journal-12156	199	1	https://doi.org/10.1145/3603269.3604823	https://doi.org/10.1145/3603269.3604823	PUNCT
american_scientific_journal-12156	200	1	[	[	X
american_scientific_journal-12156	200	2	8	8	NUM
american_scientific_journal-12156	200	3	]	]	PUNCT
american_scientific_journal-12156	200	4	.	.	PUNCT
american_scientific_journal-12156	201	1	shin	shin	PROPN
american_scientific_journal-12156	201	2	,	,	PUNCT
american_scientific_journal-12156	201	3	j.	j.	PROPN
american_scientific_journal-12156	201	4	,	,	PUNCT
american_scientific_journal-12156	201	5	kim	kim	PROPN
american_scientific_journal-12156	201	6	,	,	PUNCT
american_scientific_journal-12156	201	7	j.	j.	PROPN
american_scientific_journal-12156	201	8	,	,	PUNCT
american_scientific_journal-12156	201	9	&	&	CCONJ
american_scientific_journal-12156	201	10	nam	nam	PROPN
american_scientific_journal-12156	201	11	,	,	PUNCT
american_scientific_journal-12156	201	12	j.	j.	PROPN
american_scientific_journal-12156	201	13	(	(	PUNCT
american_scientific_journal-12156	201	14	2025	2025	NUM
american_scientific_journal-12156	201	15	)	)	PUNCT
american_scientific_journal-12156	201	16	.	.	PUNCT
american_scientific_journal-12156	202	1	aquila	aquila	PROPN
american_scientific_journal-12156	202	2	:	:	PUNCT
american_scientific_journal-12156	202	3	efficient	efficient	ADJ
american_scientific_journal-12156	202	4	in	in	ADP
american_scientific_journal-12156	202	5	-	-	PUNCT
american_scientific_journal-12156	202	6	kernel	kernel	NOUN
american_scientific_journal-12156	202	7	system	system	NOUN
american_scientific_journal-12156	202	8	call	call	VERB
american_scientific_journal-12156	202	9	telemetry	telemetry	NOUN
american_scientific_journal-12156	202	10	for	for	ADP
american_scientific_journal-12156	202	11	cloud	cloud	NOUN
american_scientific_journal-12156	202	12	-	-	PUNCT
american_scientific_journal-12156	202	13	native	native	ADJ
american_scientific_journal-12156	202	14	environments	environment	NOUN
american_scientific_journal-12156	202	15	.	.	PUNCT
american_scientific_journal-12156	203	1	sensors	sensor	NOUN
american_scientific_journal-12156	203	2	,	,	PUNCT
american_scientific_journal-12156	203	3	25(21	25(21	PROPN
american_scientific_journal-12156	203	4	)	)	PUNCT
american_scientific_journal-12156	203	5	,	,	PUNCT
american_scientific_journal-12156	203	6	6511	6511	NUM
american_scientific_journal-12156	203	7	.	.	PUNCT
american_scientific_journal-12156	204	1	https://doi.org/10.3390/s25216511	https://doi.org/10.3390/s25216511	NUM
american_scientific_journal-12156	205	1	[	[	X
american_scientific_journal-12156	205	2	9	9	NUM
american_scientific_journal-12156	205	3	]	]	PUNCT
american_scientific_journal-12156	205	4	.	.	PUNCT
american_scientific_journal-12156	205	5	yang	yang	PROPN
american_scientific_journal-12156	205	6	,	,	PUNCT
american_scientific_journal-12156	205	7	s.	s.	PROPN
american_scientific_journal-12156	205	8	,	,	PUNCT
american_scientific_journal-12156	205	9	reichelt	reichelt	PROPN
american_scientific_journal-12156	205	10	,	,	PUNCT
american_scientific_journal-12156	205	11	d.	d.	PROPN
american_scientific_journal-12156	205	12	g.	g.	PROPN
american_scientific_journal-12156	205	13	,	,	PUNCT
american_scientific_journal-12156	205	14	&	&	CCONJ
american_scientific_journal-12156	205	15	hasselbring	hasselbring	PROPN
american_scientific_journal-12156	205	16	,	,	PUNCT
american_scientific_journal-12156	205	17	w.	w.	PROPN
american_scientific_journal-12156	205	18	(	(	PUNCT
american_scientific_journal-12156	205	19	2024	2024	NUM
american_scientific_journal-12156	205	20	,	,	PUNCT
american_scientific_journal-12156	205	21	november	november	PROPN
american_scientific_journal-12156	205	22	26	26	NUM
american_scientific_journal-12156	205	23	)	)	PUNCT
american_scientific_journal-12156	205	24	.	.	PUNCT
american_scientific_journal-12156	206	1	evaluating	evaluate	VERB
american_scientific_journal-12156	206	2	the	the	DET
american_scientific_journal-12156	206	3	overhead	overhead	NOUN
american_scientific_journal-12156	206	4	of	of	ADP
american_scientific_journal-12156	206	5	the	the	DET
american_scientific_journal-12156	206	6	performance	performance	NOUN
american_scientific_journal-12156	206	7	profiler	profiler	NOUN
american_scientific_journal-12156	206	8	cloudprofiler	cloudprofiler	NOUN
american_scientific_journal-12156	206	9	with	with	ADP
american_scientific_journal-12156	206	10	moobench	moobench	NOUN
american_scientific_journal-12156	206	11	(	(	PUNCT
american_scientific_journal-12156	206	12	arxiv:2411.17413	arxiv:2411.17413	PROPN
american_scientific_journal-12156	206	13	)	)	PUNCT
american_scientific_journal-12156	206	14	.	.	PUNCT
american_scientific_journal-12156	207	1	arxiv	arxiv	PROPN
american_scientific_journal-12156	207	2	.	.	PUNCT
american_scientific_journal-12156	208	1	https://doi.org/10.48550/arxiv.2411.17413	https://doi.org/10.48550/arxiv.2411.17413	PROPN
american_scientific_journal-12156	209	1	[	[	X
american_scientific_journal-12156	209	2	10	10	NUM
american_scientific_journal-12156	209	3	]	]	PUNCT
american_scientific_journal-12156	209	4	.	.	PUNCT
american_scientific_journal-12156	210	1	yang	yang	PROPN
american_scientific_journal-12156	210	2	,	,	PUNCT
american_scientific_journal-12156	210	3	w.	w.	PROPN
american_scientific_journal-12156	210	4	,	,	PUNCT
american_scientific_journal-12156	210	5	chen	chen	PROPN
american_scientific_journal-12156	210	6	,	,	PUNCT
american_scientific_journal-12156	210	7	p.	p.	PROPN
american_scientific_journal-12156	210	8	,	,	PUNCT
american_scientific_journal-12156	210	9	liu	liu	PROPN
american_scientific_journal-12156	210	10	,	,	PUNCT
american_scientific_journal-12156	210	11	k.	k.	PROPN
american_scientific_journal-12156	210	12	,	,	PUNCT
american_scientific_journal-12156	210	13	&	&	CCONJ
american_scientific_journal-12156	210	14	zhang	zhang	PROPN
american_scientific_journal-12156	210	15	,	,	PUNCT
american_scientific_journal-12156	210	16	h.	h.	PROPN
american_scientific_journal-12156	210	17	(	(	PUNCT
american_scientific_journal-12156	210	18	2023	2023	NUM
american_scientific_journal-12156	210	19	,	,	PUNCT
american_scientific_journal-12156	210	20	november	november	PROPN
american_scientific_journal-12156	210	21	15	15	NUM
american_scientific_journal-12156	210	22	)	)	PUNCT
american_scientific_journal-12156	210	23	.	.	PUNCT
american_scientific_journal-12156	211	1	nahida	nahida	PROPN
american_scientific_journal-12156	211	2	:	:	PUNCT
american_scientific_journal-12156	211	3	in	in	ADP
american_scientific_journal-12156	211	4	-	-	PUNCT
american_scientific_journal-12156	211	5	band	band	NOUN
american_scientific_journal-12156	211	6	distributed	distribute	VERB
american_scientific_journal-12156	211	7	tracing	trace	VERB
american_scientific_journal-12156	211	8	with	with	ADP
american_scientific_journal-12156	211	9	ebpf	ebpf	PROPN
american_scientific_journal-12156	211	10	(	(	PUNCT
american_scientific_journal-12156	211	11	arxiv:2311.09032	arxiv:2311.09032	PROPN
american_scientific_journal-12156	211	12	)	)	PUNCT
american_scientific_journal-12156	211	13	.	.	PUNCT
american_scientific_journal-12156	212	1	arxiv	arxiv	PROPN
american_scientific_journal-12156	212	2	.	.	PUNCT
american_scientific_journal-12156	213	1	https://doi.org/10.48550/arxiv.2311.09032	https://doi.org/10.48550/arxiv.2311.09032	PROPN
american_scientific_journal-12156	213	2	https://doi.org/10.1145/3680256.3721316	https://doi.org/10.1145/3680256.3721316	AUX
american_scientific_journal-12156	213	3	https://doi.org/10.3390/fi16070223	https://doi.org/10.3390/fi16070223	NOUN
american_scientific_journal-12156	213	4	https://doi.org/10.3390/info16090821	https://doi.org/10.3390/info16090821	VERB
american_scientific_journal-12156	213	5	https://doi.org/10.1145/3603269.3604823	https://doi.org/10.1145/3603269.3604823	ADJ
american_scientific_journal-12156	213	6	https://doi.org/10.3390/s25216511	https://doi.org/10.3390/s25216511	PROPN
american_scientific_journal-12156	213	7	https://doi.org/10.48550/arxiv.2411.17413	https://doi.org/10.48550/arxiv.2411.17413	PROPN
american_scientific_journal-12156	213	8	https://doi.org/10.48550/arxiv.2311.09032	https://doi.org/10.48550/arxiv.2311.09032	PROPN