{"id":"https://openalex.org/W4398186328","doi":"https://doi.org/10.1145/3605098.3635942","title":"ML-enabled Service Discovery for Microservice Architecture: a QoS Approach","display_name":"ML-enabled Service Discovery for Microservice Architecture: a QoS Approach","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4398186328","doi":"https://doi.org/10.1145/3605098.3635942"},"language":"en","primary_location":{"id":"doi:10.1145/3605098.3635942","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3635942","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3635942","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3635942","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081488877","display_name":"Karthik Vaidhyanathan","orcid":"https://orcid.org/0000-0003-2317-6175"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Karthik Vaidhyanathan","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad, India","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000022299","display_name":"Mauro Caporuscio","orcid":"https://orcid.org/0000-0001-6981-0966"},"institutions":[{"id":"https://openalex.org/I223464139","display_name":"Linnaeus University","ror":"https://ror.org/00j9qag85","country_code":"SE","type":"education","lineage":["https://openalex.org/I223464139"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mauro Caporuscio","raw_affiliation_strings":["Linnaeus University, V\u00e4xj\u00f6, Sweden"],"affiliations":[{"raw_affiliation_string":"Linnaeus University, V\u00e4xj\u00f6, Sweden","institution_ids":["https://openalex.org/I223464139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018568219","display_name":"S. FLORIO","orcid":"https://orcid.org/0009-0007-1646-6883"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Florio","raw_affiliation_strings":["University of L'Aquila, L'Aquila, Italy"],"affiliations":[{"raw_affiliation_string":"University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030457541","display_name":"Henry Muccini","orcid":"https://orcid.org/0000-0001-6365-6515"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Henry Muccini","raw_affiliation_strings":["University of L'Aquila, L'Aquila, Italy"],"affiliations":[{"raw_affiliation_string":"University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081488877"],"corresponding_institution_ids":["https://openalex.org/I64189192"],"apc_list":null,"apc_paid":null,"fwci":2.4835,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8940196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1193","last_page":"1200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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":0.9997000098228455,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.7180814743041992},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6481647491455078},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.6442452073097229},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6223869323730469},{"id":"https://openalex.org/keywords/service-oriented-architecture","display_name":"Service-oriented architecture","score":0.5211096405982971},{"id":"https://openalex.org/keywords/service-discovery","display_name":"Service discovery","score":0.49726036190986633},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47109493613243103},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40659594535827637},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3299778401851654},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.28812193870544434},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25750261545181274},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18986910581588745},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.0863540768623352},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08155187964439392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7180814743041992},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6481647491455078},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.6442452073097229},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6223869323730469},{"id":"https://openalex.org/C57041688","wikidata":"https://www.wikidata.org/wiki/Q220644","display_name":"Service-oriented architecture","level":3,"score":0.5211096405982971},{"id":"https://openalex.org/C144097018","wikidata":"https://www.wikidata.org/wiki/Q4329404","display_name":"Service discovery","level":3,"score":0.49726036190986633},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47109493613243103},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40659594535827637},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3299778401851654},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.28812193870544434},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25750261545181274},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18986910581588745},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0863540768623352},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08155187964439392},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3605098.3635942","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3635942","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3635942","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:lnu-138362","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-138362","pdf_url":null,"source":{"id":"https://openalex.org/S4306401598","display_name":"DiVA (Linnaeus University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I223464139","host_organization_name":"Linnaeus University","host_organization_lineage":["https://openalex.org/I223464139"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3605098.3635942","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605098.3635942","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605098.3635942","source":null,"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398186328.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1988507529","https://openalex.org/W1990911977","https://openalex.org/W2071104838","https://openalex.org/W2076337359","https://openalex.org/W2105119576","https://openalex.org/W2144499799","https://openalex.org/W2620853658","https://openalex.org/W2788862220","https://openalex.org/W2909877301","https://openalex.org/W2915587970","https://openalex.org/W2970792198","https://openalex.org/W2976832974","https://openalex.org/W2982692688","https://openalex.org/W3007378192","https://openalex.org/W3023965169","https://openalex.org/W3132447383","https://openalex.org/W3195953138","https://openalex.org/W6669402789"],"related_works":["https://openalex.org/W3181741639","https://openalex.org/W4210334847","https://openalex.org/W4367181468","https://openalex.org/W3183504940","https://openalex.org/W4221075750","https://openalex.org/W3183048213","https://openalex.org/W4237290840","https://openalex.org/W3114080539","https://openalex.org/W4206932869","https://openalex.org/W2120392452"],"abstract_inverted_index":{"Microservice":[0],"architectures":[1],"have":[2],"gained":[3],"enormous":[4],"popularity":[5],"due":[6],"to":[7,10,18,48,50,76,113],"their":[8],"ability":[9],"be":[11],"dynamically":[12],"added/removed,":[13],"replicated,":[14],"and":[15,57,63,73,80],"updated":[16],"according":[17],"run-time":[19],"needs.":[20],"However,":[21],"the":[22,34,51,54],"dynamic":[23],"nature":[24],"of":[25,37,53,90],"microservices":[26,96],"introduces":[27],"uncertainty,":[28],"which":[29],"in":[30],"turn":[31],"can":[32,103],"affect":[33],"provided":[35],"Quality":[36],"Service":[38],"(QoS).":[39],"This":[40],"calls":[41],"for":[42],"novel":[43],"service":[44,61,78,105],"discovery":[45,62,79,106],"mechanisms":[46],"able":[47],"adapt":[49],"variability":[52],"QoS":[55,86],"attributes":[56],"further":[58],"perform":[59,77,104],"effective":[60],"selection.":[64],"To":[65],"this":[66,68],"end,":[67],"paper":[69],"combines":[70],"machine":[71],"learning":[72],"self-adaptation":[74],"techniques":[75],"selection":[81],"by":[82],"trading":[83],"off":[84],"different":[85],"attributes.":[87],"The":[88],"results":[89],"our":[91,100],"validation":[92],"on":[93],"a":[94],"state-of-the-art":[95],"exemplar":[97],"show":[98],"that":[99],"ML-enabled":[101],"approach":[102],"with":[107,111],"35%":[108],"higher":[109],"effectiveness":[110],"respect":[112],"existing":[114],"baselines.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}