{"id":"https://openalex.org/W4405935754","doi":"https://doi.org/10.1109/cloudnet62863.2024.10815840","title":"Microservice Provisioning in the Edge-to-Cloud Continuum using Multi-Agent Multi-Armed Bandits","display_name":"Microservice Provisioning in the Edge-to-Cloud Continuum using Multi-Agent Multi-Armed Bandits","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4405935754","doi":"https://doi.org/10.1109/cloudnet62863.2024.10815840"},"language":"en","primary_location":{"id":"doi:10.1109/cloudnet62863.2024.10815840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudnet62863.2024.10815840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th International Conference on Cloud Networking (CloudNet)","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/A5115720175","display_name":"Jo\u00e3o Vitor Bruniera Labres","orcid":"https://orcid.org/0009-0007-6648-1248"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Vitor Bruniera Labres","raw_affiliation_strings":["Telecommunications Research and Development Center (CPQD),Campinas,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research and Development Center (CPQD),Campinas,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078517872","display_name":"Paulo Silas Severo de Souza","orcid":"https://orcid.org/0000-0003-4945-3329"},"institutions":[{"id":"https://openalex.org/I72872986","display_name":"Universidade Federal do Pampa","ror":"https://ror.org/003qt4p19","country_code":"BR","type":"education","lineage":["https://openalex.org/I72872986"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Silas Severo de Souza","raw_affiliation_strings":["Federal University of Pampa (UNIPAMPA),Alegrete,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Pampa (UNIPAMPA),Alegrete,Brazil","institution_ids":["https://openalex.org/I72872986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022208085","display_name":"D\u00e9bora Astoni Moreira","orcid":"https://orcid.org/0000-0002-8658-1269"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Deborah Vict\u00f3ria Lima Moreira","raw_affiliation_strings":["Telecommunications Research and Development Center (CPQD),Campinas,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research and Development Center (CPQD),Campinas,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081310367","display_name":"Paulo Ricardo Branco da Silva","orcid":"https://orcid.org/0000-0002-4599-6345"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Ricardo Branco da Silva","raw_affiliation_strings":["Telecommunications Research and Development Center (CPQD),Campinas,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research and Development Center (CPQD),Campinas,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104132780","display_name":"Erika Costa Alves","orcid":"https://orcid.org/0009-0005-2498-4715"},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Erika Costa Alves","raw_affiliation_strings":["Telecommunications Research and Development Center (CPQD),Campinas,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research and Development Center (CPQD),Campinas,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000592990","display_name":"Layane Menezes Azevedo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090141","display_name":"Centre for Research and Development in Telecommunications (Brazil)","ror":"https://ror.org/00ej99c12","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210090141"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Layane Menezes Azevedo","raw_affiliation_strings":["Telecommunications Research and Development Center (CPQD),Campinas,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Research and Development Center (CPQD),Campinas,Brazil","institution_ids":["https://openalex.org/I4210090141"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3122,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63269125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9952999949455261,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9952999949455261,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9947999715805054,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9882000088691711,"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/provisioning","display_name":"Provisioning","score":0.8931310176849365},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7916737198829651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6583130359649658},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5146149396896362},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35381078720092773},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3283115327358246},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3169863224029541},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17564520239830017},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14509204030036926}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8931310176849365},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7916737198829651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6583130359649658},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5146149396896362},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35381078720092773},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3283115327358246},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3169863224029541},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17564520239830017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14509204030036926}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cloudnet62863.2024.10815840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cloudnet62863.2024.10815840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 13th International Conference on Cloud Networking (CloudNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6758915090","display_name":null,"funder_award_id":"1508/2022","funder_id":"https://openalex.org/F4320322904","funder_display_name":"Financiadora de Estudos e Projetos"}],"funders":[{"id":"https://openalex.org/F4320322904","display_name":"Financiadora de Estudos e Projetos","ror":"https://ror.org/030w99567"},{"id":"https://openalex.org/F4320330107","display_name":"Empresa Brasileira de Pesquisa e Inova\u00e7\u00e3o Industrial","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2095602422","https://openalex.org/W2111619626","https://openalex.org/W2126105956","https://openalex.org/W2168405694","https://openalex.org/W2683628546","https://openalex.org/W2811266402","https://openalex.org/W2889800906","https://openalex.org/W2914507739","https://openalex.org/W2949676527","https://openalex.org/W2956353070","https://openalex.org/W3023720662","https://openalex.org/W3037103914","https://openalex.org/W3094055136","https://openalex.org/W3164275494","https://openalex.org/W4206679456","https://openalex.org/W4207030935","https://openalex.org/W4214717370","https://openalex.org/W4321488681","https://openalex.org/W4381051128","https://openalex.org/W4385811802","https://openalex.org/W4392175294","https://openalex.org/W4396980257","https://openalex.org/W6681980189","https://openalex.org/W6692185295","https://openalex.org/W6849064400"],"related_works":["https://openalex.org/W2893779165","https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W4244478748","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340"],"abstract_inverted_index":{"Industrial":[0],"facilities":[1],"are":[2],"increasingly":[3],"moving":[4],"towards":[5],"integrating":[6],"sensors":[7],"and":[8,30,62,86,140,182],"actuators":[9],"to":[10,58,69,84,188],"enable":[11],"real-time":[12],"decision-making.":[13],"The":[14],"realization":[15],"of":[16,23,44,55,65,73],"this":[17],"vision":[18],"calls":[19],"for":[20],"the":[21,28,34,36,42,53,63,76,91,161],"use":[22],"cutting-edge":[24],"approaches":[25],"at":[26,122],"both":[27],"infrastructure":[29,141],"application":[31],"levels.":[32],"In":[33,75],"former,":[35],"Edge-to-Cloud":[37,162],"Continuum":[38,163],"has":[39],"emerged":[40],"with":[41,127],"idea":[43],"distributing":[45],"computing":[46],"resources":[47],"across":[48],"multiple":[49,119],"tiers,":[50],"opportunistically":[51],"leveraging":[52],"proximity":[54],"edge":[56],"servers":[57],"deliver":[59],"low":[60],"latency":[61,129,139,179],"scalability":[64],"cloud":[66],"data":[67],"centers":[68],"handle":[70],"large":[71],"volumes":[72],"data.":[74],"latter,":[77],"microservices":[78,114],"provide":[79],"a":[80,150,189],"flexible,":[81],"lightweight":[82],"way":[83],"deploy":[85],"manage":[87],"complex":[88],"applications.":[89],"Despite":[90],"growing":[92],"research":[93],"interest":[94],"in":[95,135,160],"coordinating":[96],"these":[97,146,166],"two":[98,167],"trends,":[99],"existing":[100],"solutions":[101],"typically":[102],"do":[103],"not":[104],"address":[105,145],"certain":[106],"key":[107],"aspects.":[108,168],"First,":[109],"they":[110,132],"overlook":[111],"that":[112,156,164,175],"individual":[113],"can":[115],"be":[116],"shared":[117],"by":[118,180,185],"machines":[120],"located":[121],"various":[123],"industrial":[124],"sites,":[125],"each":[126],"distinct":[128],"needs.":[130],"Second,":[131],"fall":[133],"short":[134],"jointly":[136],"reducing":[137],"microservice":[138,158],"power":[142,183],"consumption.":[143],"To":[144],"gaps,":[147],"we":[148],"introduce":[149],"novel":[151],"Multi-Armed":[152],"Bandit":[153],"(MAB)":[154],"algorithm":[155],"optimizes":[157],"provisioning":[159],"considers":[165],"Simulations":[169],"based":[170],"on":[171],"real-world":[172],"specifications":[173],"show":[174],"our":[176],"approach":[177],"reduces":[178],"72%":[181],"consumption":[184],"19%":[186],"compared":[187],"Pareto-based":[190],"MAB":[191],"baseline.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}