{"id":"https://openalex.org/W4387761066","doi":"https://doi.org/10.1109/ipccc59175.2023.10253833","title":"ChainDet: A Traffic-Based Detection Method of Microservice Chains","display_name":"ChainDet: A Traffic-Based Detection Method of Microservice Chains","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4387761066","doi":"https://doi.org/10.1109/ipccc59175.2023.10253833"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc59175.2023.10253833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59175.2023.10253833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-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/A5112708352","display_name":"Chunyang Zheng","orcid":"https://orcid.org/0000-0003-4850-3320"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunyang Zheng","raw_affiliation_strings":["Institute of Information Engineering,Chinese Academy of Sciences","Chinese Academy of Sciences, Institute of Information Engineering","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering,Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Information Engineering","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060993475","display_name":"Jinfa Wang","orcid":"https://orcid.org/0000-0002-5196-178X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfa Wang","raw_affiliation_strings":["Institute of Information Engineering,Chinese Academy of Sciences","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","Chinese Academy of Sciences, Institute of Information Engineering"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering,Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Information Engineering","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024271967","display_name":"Shuaizong Si","orcid":"https://orcid.org/0000-0001-8805-1221"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaizong Si","raw_affiliation_strings":["Institute of Information Engineering,Chinese Academy of Sciences","Chinese Academy of Sciences, Institute of Information Engineering"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering,Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Information Engineering","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414775","display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0002-4700-1276"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Zhang","raw_affiliation_strings":["Institute of Information Engineering,Chinese Academy of Sciences","Chinese Academy of Sciences, Institute of Information Engineering"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering,Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Information Engineering","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101820083","display_name":"Limin Sun","orcid":"https://orcid.org/0000-0002-6578-0680"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limin Sun","raw_affiliation_strings":["Institute of Information Engineering,Chinese Academy of Sciences","Chinese Academy of Sciences, Institute of Information Engineering","School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering,Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Information Engineering","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112708352"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.7887,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74190752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9994000196456909,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994000196456909,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.956906795501709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7834153175354004},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5080583095550537},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45882606506347656},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4182392656803131},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32092857360839844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30131006240844727},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1815212070941925},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14573201537132263}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.956906795501709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834153175354004},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5080583095550537},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45882606506347656},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4182392656803131},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32092857360839844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30131006240844727},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1815212070941925},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14573201537132263},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc59175.2023.10253833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc59175.2023.10253833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Performance, Computing, and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1019830208","https://openalex.org/W2028604378","https://openalex.org/W2148553060","https://openalex.org/W2171867449","https://openalex.org/W2498053841","https://openalex.org/W2503702017","https://openalex.org/W2508465325","https://openalex.org/W2532015110","https://openalex.org/W2758683063","https://openalex.org/W2783819403","https://openalex.org/W2903799441","https://openalex.org/W2960061897","https://openalex.org/W3022460388","https://openalex.org/W3121723636","https://openalex.org/W4239205245"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W2994988622","https://openalex.org/W3003367851","https://openalex.org/W3119944216","https://openalex.org/W2351197002","https://openalex.org/W3180088989","https://openalex.org/W1492892507"],"abstract_inverted_index":{"With":[0],"the":[1,76,93],"increasing":[2],"prevalence":[3],"of":[4,61,99],"contemporary":[5],"web":[6],"applications":[7],"built":[8],"upon":[9],"microservice":[10,23,53,103,125],"architecture,":[11],"intricate":[12],"dependencies":[13,24,104],"emerge":[14],"among":[15],"numerous":[16],"microservices":[17],"within":[18],"specific":[19],"network":[20,32,36,71,117],"areas.":[21],"These":[22],"contain":[25],"critical":[26],"information":[27],"that":[28],"can":[29],"significantly":[30],"aid":[31],"managers":[33,118],"in":[34,101,105],"optimizing":[35],"performance":[37],"and":[38,59,64,78,87,96,108,123],"enhancing":[39],"application":[40],"security.":[41],"This":[42,111],"paper":[43],"introduces":[44],"ChainDet,":[45],"a":[46],"traffic-based":[47],"method":[48,112],"specifically":[49],"designed":[50],"for":[51,70,116],"detecting":[52],"dependencies.":[54,126],"Notably,":[55],"ChainDet":[56,81,100],"is":[57],"non-intrusive,":[58],"capable":[60],"handling":[62],"mixed":[63],"encrypted":[65],"traffic,":[66],"making":[67],"it":[68],"suitable":[69],"managers\u2019":[72],"requirements.":[73],"By":[74],"leveraging":[75],"TSLC":[77],"TPD":[79],"algorithms,":[80],"effectively":[82],"detects":[83],"both":[84,106],"Inter-microservice":[85],"Dependencies":[86],"Microservice":[88],"Chains.":[89],"Experimental":[90],"results":[91],"confirm":[92],"high":[94],"accuracy":[95],"completeness":[97],"rate":[98],"identifying":[102],"open-world":[107],"isolated":[109],"environments.":[110],"offers":[113],"valuable":[114],"insights":[115],"seeking":[119],"to":[120],"accurately":[121],"detect":[122],"model":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
