{"id":"https://openalex.org/W7123346990","doi":"https://doi.org/10.1109/candarw68385.2025.00035","title":"Exploring Diverse Cloud Bursting Policies Using Pareto Conditioned Networks","display_name":"Exploring Diverse Cloud Bursting Policies Using Pareto Conditioned Networks","publication_year":2025,"publication_date":"2025-11-25","ids":{"openalex":"https://openalex.org/W7123346990","doi":"https://doi.org/10.1109/candarw68385.2025.00035"},"language":null,"primary_location":{"id":"doi:10.1109/candarw68385.2025.00035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/candarw68385.2025.00035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Thirteenth International Symposium on Computing and Networking Workshops (CANDARW)","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/A5122896325","display_name":"Yoshiki Noguchi","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yoshiki Noguchi","raw_affiliation_strings":["The University of Osaka,Graduate School of Information Science and Technology,Osaka,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka,Graduate School of Information Science and Technology,Osaka,Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066624383","display_name":"Keichi Takahashi","orcid":"https://orcid.org/0000-0002-1607-5694"},"institutions":[{"id":"https://openalex.org/I136446963","display_name":"Okayama University of Science","ror":"https://ror.org/05aevyc10","country_code":"JP","type":"education","lineage":["https://openalex.org/I136446963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keichi Takahashi","raw_affiliation_strings":["Okayama University of Science,Department of Information Science and Engineering,Okayama,Japan"],"affiliations":[{"raw_affiliation_string":"Okayama University of Science,Department of Information Science and Engineering,Okayama,Japan","institution_ids":["https://openalex.org/I136446963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045429861","display_name":"Chonho Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111835","display_name":"Osaka Health Science University","ror":"https://ror.org/01tvqd679","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210111835"]},{"id":"https://openalex.org/I14314212","display_name":"Osaka University of Economics","ror":"https://ror.org/04g11bp59","country_code":"JP","type":"education","lineage":["https://openalex.org/I14314212"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chonho Lee","raw_affiliation_strings":["The University of Osaka,D3 Center,Osaka,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka,D3 Center,Osaka,Japan","institution_ids":["https://openalex.org/I14314212","https://openalex.org/I4210111835"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010638445","display_name":"Susumu Date","orcid":"https://orcid.org/0000-0001-7159-289X"},"institutions":[{"id":"https://openalex.org/I14314212","display_name":"Osaka University of Economics","ror":"https://ror.org/04g11bp59","country_code":"JP","type":"education","lineage":["https://openalex.org/I14314212"]},{"id":"https://openalex.org/I4210111835","display_name":"Osaka Health Science University","ror":"https://ror.org/01tvqd679","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210111835"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Susumu Date","raw_affiliation_strings":["The University of Osaka,D3 Center,Osaka,Japan"],"affiliations":[{"raw_affiliation_string":"The University of Osaka,D3 Center,Osaka,Japan","institution_ids":["https://openalex.org/I14314212","https://openalex.org/I4210111835"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5122896325"],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82872437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.6365000009536743,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.6365000009536743,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.16519999504089355,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.07259999960660934,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8597000241279602},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.722100019454956},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6276000142097473},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5877000093460083},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5835999846458435},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5248000025749207},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5185999870300293}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8597000241279602},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.722100019454956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6491000056266785},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6276000142097473},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5877000093460083},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5835999846458435},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5248000025749207},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5185999870300293},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4765999913215637},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.461899995803833},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.42250001430511475},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.38839998841285706},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3179999887943268},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26829999685287476},{"id":"https://openalex.org/C2986314615","wikidata":"https://www.wikidata.org/wiki/Q36829","display_name":"Pareto optimal","level":3,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/candarw68385.2025.00035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/candarw68385.2025.00035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Thirteenth International Symposium on Computing and Networking Workshops (CANDARW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.542605459690094,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"demand":[1],"for":[2,114],"high-performance":[3],"computing":[4,15],"(HPC)":[5],"has":[6,43],"been":[7],"rapidly":[8],"increasing":[9],"with":[10,39,206],"the":[11,92,116,136,141,168,171,174,183,188],"advancement":[12],"of":[13,91,138,144,162,173,182,190],"scientific":[14],"and":[16,58,123,140,170,197],"AI":[17],"workloads.":[18],"During":[19],"peak":[20],"periods,":[21],"resource":[22],"contention":[23],"often":[24],"leads":[25],"to":[26,81,110,214],"prolonged":[27],"job":[28,55,112,120],"waiting":[29,56,121],"times.":[30],"Cloud":[31],"Bursting":[32],"(CB),":[33],"which":[34,165,186],"elastically":[35],"extends":[36],"on-premises":[37],"resources":[38],"on-demand":[40],"cloud":[41,60,124],"instances,":[42],"emerged":[44],"as":[45],"a":[46,52,68,101,195],"practical":[47],"solution.":[48],"However,":[49],"CB":[50],"introduces":[51],"trade-off":[53,117],"between":[54,119],"times":[57],"minimizing":[59],"costs.":[61],"Effectively":[62],"balancing":[63],"these":[64],"conflicting":[65],"objectives":[66],"remains":[67],"major":[69],"challenge.":[70],"Conventional":[71],"approaches":[72,159],"based":[73],"on":[74],"weighted":[75],"scalarization":[76],"singleobjective":[77],"reinforcement":[78,103],"learning":[79,104],"tend":[80],"bias":[82],"optimization":[83],"toward":[84],"one":[85],"objective,":[86],"resulting":[87],"in":[88,160,209],"poor":[89],"coverage":[90],"Pareto":[93,106],"Front":[94],"(PF).":[95],"In":[96],"this":[97],"study,":[98],"we":[99],"apply":[100],"multi-objective":[102],"framework,":[105],"Conditioned":[107],"Networks":[108],"(PCN),":[109],"HPC":[111,203],"scheduling":[113],"preserving":[115],"structure":[118],"time":[122],"cost.":[125],"Through":[126],"simulation":[127],"experiments":[128],"conducted":[129],"under":[130],"four":[131],"different":[132],"settings":[133],"that":[134],"vary":[135],"number":[137],"jobs":[139],"node":[142],"size":[143],"each":[145],"resource,":[146],"PCN":[147,152,178,201],"consistently":[148],"outperformed":[149],"conventional":[150],"methods.":[151],"achieved":[153],"approximately":[154],"43%":[155],"improvement":[156],"over":[157],"competing":[158],"terms":[161],"hypervolume":[163],"(HV),":[164],"measures":[166],"both":[167],"extent":[169],"quality":[172],"obtained":[175],"PF.":[176],"Furthermore,":[177],"maintained":[179],"lower":[180],"values":[181],"spacing":[184],"metric,":[185],"evaluates":[187],"uniformity":[189],"PF":[191],"distribution.":[192],"By":[193],"offering":[194],"broader":[196],"evenly":[198],"distributed":[199],"PF,":[200],"provides":[202],"system":[204],"operators":[205],"greater":[207],"flexibility":[208],"adaptively":[210],"selecting":[211],"trade-offs":[212],"according":[213],"operational":[215],"requirements.":[216]},"counts_by_year":[],"updated_date":"2026-02-23T20:09:44.859080","created_date":"2026-01-14T00:00:00"}