{"id":"https://openalex.org/W4406754375","doi":"https://doi.org/10.1109/tnsm.2025.3530432","title":"Self-Adaptive Dynamic In-Band Network Telemetry Orchestration for Balancing Accuracy and Stability","display_name":"Self-Adaptive Dynamic In-Band Network Telemetry Orchestration for Balancing Accuracy and Stability","publication_year":2025,"publication_date":"2025-01-23","ids":{"openalex":"https://openalex.org/W4406754375","doi":"https://doi.org/10.1109/tnsm.2025.3530432"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2025.3530432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3530432","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113292485","display_name":"Tianhao Ouyang","orcid":"https://orcid.org/0009-0006-9868-0367"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianhao Ouyang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666106","display_name":"Haipeng Yao","orcid":"https://orcid.org/0000-0003-1391-7363"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Yao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091890766","display_name":"Wenji He","orcid":"https://orcid.org/0009-0009-3957-4929"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenji He","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005621448","display_name":"Tianle Mai","orcid":"https://orcid.org/0000-0002-8500-1461"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianle Mai","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Beijing, China","School of Information and Electronics Beijing Institute of Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Information and Electronics Beijing Institute of Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008713176","display_name":"Fu Wang","orcid":"https://orcid.org/0000-0002-5596-4208"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Wang","raw_affiliation_strings":["School of Electronic and Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100420016","display_name":"F. Richard Yu","orcid":"https://orcid.org/0000-0003-1006-7594"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"F. Richard Yu","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113292485"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01009001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"2","first_page":"1514","last_page":"1530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9386000037193298,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8140193223953247},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7160627245903015},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.6912350654602051},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5292757749557495},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4417151212692261},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4146386682987213},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3409731984138489},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2786217927932739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140193223953247},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7160627245903015},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.6912350654602051},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5292757749557495},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4417151212692261},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4146386682987213},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3409731984138489},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2786217927932739},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3530432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3530432","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1790169944","display_name":null,"funder_award_id":"U22B2033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2654959225","display_name":null,"funder_award_id":"62325203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1652188120","https://openalex.org/W1965723188","https://openalex.org/W1985071971","https://openalex.org/W1990249073","https://openalex.org/W1994926493","https://openalex.org/W2007255736","https://openalex.org/W2012586594","https://openalex.org/W2029375645","https://openalex.org/W2038530381","https://openalex.org/W2059110084","https://openalex.org/W2079549476","https://openalex.org/W2099657323","https://openalex.org/W2118404561","https://openalex.org/W2137152139","https://openalex.org/W2146191242","https://openalex.org/W2159262496","https://openalex.org/W2276802311","https://openalex.org/W2333075008","https://openalex.org/W2497362092","https://openalex.org/W2597576988","https://openalex.org/W2623646697","https://openalex.org/W2785346526","https://openalex.org/W2793291865","https://openalex.org/W2885308422","https://openalex.org/W2890928364","https://openalex.org/W2903389266","https://openalex.org/W2907537017","https://openalex.org/W2919267195","https://openalex.org/W2954539995","https://openalex.org/W2958959164","https://openalex.org/W2959592396","https://openalex.org/W2980170367","https://openalex.org/W2981492142","https://openalex.org/W2984224795","https://openalex.org/W2998377567","https://openalex.org/W3010109240","https://openalex.org/W3046750740","https://openalex.org/W3115478688","https://openalex.org/W3153447464","https://openalex.org/W4225359228","https://openalex.org/W4250739957","https://openalex.org/W4285176076","https://openalex.org/W4288769050"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2973657051"],"abstract_inverted_index":{"In-band":[0],"network":[1,7,25,51,64,94,179],"telemetry":[2,103,108],"(INT)":[3],"is":[4],"an":[5],"emerging":[6],"measurement":[8,26,67,91],"technique":[9],"that":[10,166],"offers":[11],"real-time":[12],"and":[13,42,75,93,149,162],"fine-grained":[14],"visualization":[15],"capabilities":[16],"for":[17,24,134],"networks.":[18],"However,":[19],"the":[20,31,45,54,63,88,98,116,145,178],"utilization":[21],"of":[22,35,101,175],"INT":[23,55,123,136],"introduces":[27],"additional":[28],"overheads":[29],"to":[30,44,60,65,110,143,154,177],"network.":[32],"The":[33],"process":[34],"data":[36,46],"collection":[37,47],"consumes":[38],"extra":[39],"bandwidth":[40],"resources,":[41],"adjustments":[43],"scheme":[48,57],"can":[49],"impact":[50],"stability.":[52,95],"Additionally,":[53],"orchestration":[56,100],"requires":[58],"adaptation":[59],"dynamics":[61],"in":[62,87,173],"improve":[66],"accuracy.":[68],"Therefore,":[69],"striking":[70],"a":[71,78,120,130,156],"balance":[72],"between":[73,90],"accuracy":[74,92],"stability":[76],"becomes":[77],"critical":[79],"problem.":[80],"In":[81],"this":[82],"paper,":[83],"our":[84,167],"focus":[85],"lies":[86],"trade-off":[89],"We":[96],"consider":[97],"long-term":[99],"multiple":[102],"tasks,":[104],"rationally":[105],"deploying":[106],"distinct":[107],"tasks":[109],"different":[111],"application":[112],"flows.":[113],"To":[114],"address":[115],"challenge,":[117],"we":[118,128,139],"propose":[119],"self-adaptive":[121],"Dynamic":[122],"Orchestration":[124],"scheme,":[125],"D-INTO.":[126],"Specifically,":[127],"formulate":[129],"stochastic":[131,146],"optimization":[132,142,147],"problem":[133,148],"dynamic":[135],"orchestration.":[137],"Then":[138],"employ":[140],"Lyapunov":[141],"decouple":[144],"use":[150],"surrogate":[151],"Lagrangian":[152],"relaxation":[153],"construct":[155],"polynomial-time":[157],"approximation":[158],"algorithm.":[159],"Theoretical":[160],"analysis":[161],"experimental":[163],"results":[164],"demonstrate":[165],"proposed":[168],"D-INTO":[169],"outperforms":[170],"existing":[171],"schemes":[172],"terms":[174],"adaptability":[176],"dynamics.":[180]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}