{"id":"https://openalex.org/W4400233662","doi":"https://doi.org/10.1109/noms59830.2024.10575692","title":"Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures","display_name":"Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4400233662","doi":"https://doi.org/10.1109/noms59830.2024.10575692"},"language":"en","primary_location":{"id":"doi:10.1109/noms59830.2024.10575692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/218205/5/2024066582.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099842754","display_name":"Frederico Meletti Rappa","orcid":null},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Frederico Meletti Rappa","raw_affiliation_strings":["Universidade Estadual de Campinas,Instituto de Computação,Campinas,SP,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas,Instituto de Computação,Campinas,SP,Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009017026","display_name":"Roberto Rodrigues Filho","orcid":"https://orcid.org/0000-0002-3323-0246"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roberto Rodrigues-Filho","raw_affiliation_strings":["Universidade Federal de Santa Catarina,Departamento de Computação,Araranguá,SC,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Santa Catarina,Departamento de Computação,Araranguá,SC,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089076222","display_name":"Alison R. Panisson","orcid":"https://orcid.org/0000-0002-9438-5508"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alison R. Panisson","raw_affiliation_strings":["Universidade Federal de Santa Catarina,Departamento de Computação,Araranguá,SC,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal de Santa Catarina,Departamento de Computação,Araranguá,SC,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026278797","display_name":"Leandro Soriano Marcolino","orcid":"https://orcid.org/0000-0002-3337-8611"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leandro Soriano Marcolino","raw_affiliation_strings":["Lancaster University,School of Computing and Communications,Lancaster,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lancaster University,School of Computing and Communications,Lancaster,UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090424349","display_name":"Luiz F. Bittencourt","orcid":"https://orcid.org/0000-0001-6305-9059"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz F. Bittencourt","raw_affiliation_strings":["Universidade Estadual de Campinas,Instituto de Computação,Campinas,SP,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Estadual de Campinas,Instituto de Computação,Campinas,SP,Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9972000122070312,"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":0.9972000122070312,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9909999966621399,"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/stateful-firewall","display_name":"Stateful firewall","score":0.9519736766815186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6628241539001465},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.356656938791275},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3299179673194885}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9519736766815186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6628241539001465},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.356656938791275},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3299179673194885},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/noms59830.2024.10575692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:218205","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/218205/5/2024066582.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Contribution to Conference"},{"id":"pmh:oai:zenodo.org:15190861","is_oa":true,"landing_page_url":"https://doi.org/10.1109/NOMS59830.2024.10575692","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NOMS, NOMS 2024-2024 IEEE Network Operations and Management Symposium, Seoul, Korea, Republic of Korea, 06-10 May 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:218205","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/218205/5/2024066582.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Contribution to Conference"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6438247056","display_name":null,"funder_award_id":"2021/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8981010415","display_name":null,"funder_award_id":"2021/00199-8","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400233662.pdf","grobid_xml":"https://content.openalex.org/works/W4400233662.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2067073559","https://openalex.org/W2168405694","https://openalex.org/W2602425879","https://openalex.org/W2808663279","https://openalex.org/W2969694125","https://openalex.org/W2971034972","https://openalex.org/W2999202099","https://openalex.org/W3009046953","https://openalex.org/W3042943675","https://openalex.org/W3167607903","https://openalex.org/W4206114022","https://openalex.org/W4206236928","https://openalex.org/W4213047308","https://openalex.org/W4386352828","https://openalex.org/W4386555131","https://openalex.org/W6629353124","https://openalex.org/W6770059445"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W109977192","https://openalex.org/W1970797462","https://openalex.org/W2566747981","https://openalex.org/W4312120139","https://openalex.org/W2809541058"],"abstract_inverted_index":{"The":[0],"investigation":[1],"of":[2,19,58,63,89,128],"stateful":[3,16,42,65,105,129,156],"service":[4,39,43,66,106,157],"mobility":[5,44,67],"across":[6,131],"networking":[7,132],"infrastructures":[8,133],"is":[9],"becoming":[10],"increasingly":[11],"important":[12],"as":[13,101,134,147],"applications":[14],"require":[15],"services":[17],"capable":[18],"migrating":[20],"from":[21],"centralized":[22],"cloud":[23],"data":[24],"centers":[25],"to":[26,86,115,144],"edge":[27],"computing":[28],"infrastructures.":[29],"State-of-the-art":[30],"approaches":[31,55],"propose":[32],"either":[33],"machine":[34,112],"learning":[35,113],"solutions":[36],"for":[37,104,155],"stateless":[38],"placement":[40],"or":[41],"using":[45],"static":[46],"and":[47,95,139,168],"inflexible":[48],"state":[49],"management":[50],"strategies.":[51],"We":[52,124,159],"believe":[53],"these":[54],"fall":[56],"short":[57],"addressing":[59],"the":[60,64,126,141,161,165],"full":[61],"length":[62],"problem.":[68],"In":[69,108],"this":[70,171],"paper,":[71],"we":[72],"revisit":[73],"an":[74],"emerging":[75],"concept":[76],"named":[77],"self-distributing":[78,117],"systems,":[79],"where":[80],"a":[81,102,111,135,148,152],"local":[82],"executing":[83],"application":[84],"manages":[85],"detach":[87],"some":[88],"its":[90],"constituent":[91],"(often":[92],"stateful)":[93],"components":[94,130],"place":[96],"them":[97],"in":[98,170],"remote":[99],"machines":[100],"solution":[103,154],"mobility.":[107,158],"previous":[109],"work,":[110],"approach":[114],"support":[116],"systems":[118],"has":[119],"not":[120],"been":[121],"thoroughly":[122],"investigated.":[123],"model":[125],"distribution":[127],"multi-armed":[136],"bandits":[137],"problem":[138],"use":[140],"UCB1":[142],"algorithm":[143],"solve":[145],"it":[146],"first":[149],"attempt":[150],"at":[151],"flexible":[153],"conclude":[160],"paper":[162],"by":[163],"discussing":[164],"main":[166],"challenges":[167],"opportunities":[169],"area.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}