{"id":"https://openalex.org/W4317604196","doi":"https://doi.org/10.1109/tr.2023.3234036","title":"Learning-Based Cloud Server Configuration for Energy Minimization Under Reliability Constraint","display_name":"Learning-Based Cloud Server Configuration for Energy Minimization Under Reliability Constraint","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4317604196","doi":"https://doi.org/10.1109/tr.2023.3234036"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2023.3234036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3234036","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-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/A5038448715","display_name":"Peijin Cong","orcid":"https://orcid.org/0000-0001-9262-0407"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peijin Cong","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102905745","display_name":"Junlong Zhou","orcid":"https://orcid.org/0000-0002-7734-4077"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlong Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417470","display_name":"Jiali Wang","orcid":"https://orcid.org/0009-0008-7264-7424"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiali Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031361250","display_name":"Zebin Wu","orcid":"https://orcid.org/0000-0002-7162-0202"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zebin Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031580282","display_name":"Shiyan Hu","orcid":"https://orcid.org/0000-0003-2512-0634"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shiyan Hu","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton, Southampton, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038448715"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":5.5135,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95842362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"73","issue":"1","first_page":"203","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.998199999332428,"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":0.998199999332428,"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":0.9965000152587891,"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/T13553","display_name":"Age of Information Optimization","score":0.9483000040054321,"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/server","display_name":"Server","score":0.8632954359054565},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8077479600906372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293993234634399},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6566466093063354},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.47175508737564087},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4708535075187683},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4176284074783325},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.4160464406013489},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3489809036254883},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.309665322303772},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18689343333244324},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18549489974975586},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1101110577583313}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8632954359054565},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8077479600906372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293993234634399},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6566466093063354},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47175508737564087},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4708535075187683},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4176284074783325},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.4160464406013489},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3489809036254883},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.309665322303772},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18689343333244324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18549489974975586},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1101110577583313},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tr.2023.3234036","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2023.3234036","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-article"},{"id":"pmh:oai:hub.hku.hk:10722/336363","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/336363","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1348959877","display_name":null,"funder_award_id":"2021T140327","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2143449822","display_name":null,"funder_award_id":"30919011233","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2474133561","display_name":null,"funder_award_id":"62172224","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3479197051","display_name":null,"funder_award_id":"30922010406","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3505793782","display_name":null,"funder_award_id":"BK20220138","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G3879359103","display_name":null,"funder_award_id":"2020M680068","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4586324220","display_name":null,"funder_award_id":"30919011402","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5617332474","display_name":null,"funder_award_id":"30919011103","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6570385358","display_name":null,"funder_award_id":"30922010318","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7583791019","display_name":null,"funder_award_id":"BX2021128","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G82606361","display_name":null,"funder_award_id":"CARCHA202105","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G8278412936","display_name":null,"funder_award_id":"OP202203","funder_id":"https://openalex.org/F4320322370","funder_display_name":"East China Normal University"},{"id":"https://openalex.org/G8561589172","display_name":null,"funder_award_id":"2021K066A","funder_id":"https://openalex.org/F4320335473","funder_display_name":"Postdoctoral Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8620067024","display_name":null,"funder_award_id":"30917015104","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320312071","display_name":"Ministry of Education, Libya","ror":"https://ror.org/02w030k33"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322370","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335473","display_name":"Postdoctoral Science Foundation of Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2020771539","https://openalex.org/W2021689699","https://openalex.org/W2027753527","https://openalex.org/W2028435775","https://openalex.org/W2079191345","https://openalex.org/W2081310518","https://openalex.org/W2119660229","https://openalex.org/W2120366615","https://openalex.org/W2138271564","https://openalex.org/W2148088878","https://openalex.org/W2170731539","https://openalex.org/W2170757999","https://openalex.org/W2327866891","https://openalex.org/W2473843482","https://openalex.org/W2581812105","https://openalex.org/W2600136667","https://openalex.org/W2769008494","https://openalex.org/W2791393438","https://openalex.org/W2795276745","https://openalex.org/W2805220021","https://openalex.org/W2896076605","https://openalex.org/W2901177033","https://openalex.org/W2903410716","https://openalex.org/W2958327019","https://openalex.org/W2968554659","https://openalex.org/W2995975607","https://openalex.org/W3002072570","https://openalex.org/W3015844042","https://openalex.org/W3023195869","https://openalex.org/W3027300826","https://openalex.org/W3044238138","https://openalex.org/W3095315965","https://openalex.org/W3139209346","https://openalex.org/W3199902112","https://openalex.org/W4224297571","https://openalex.org/W4236548448","https://openalex.org/W4237095095"],"related_works":["https://openalex.org/W4385766194","https://openalex.org/W2893524301","https://openalex.org/W4214747436","https://openalex.org/W4312337238","https://openalex.org/W2953002963","https://openalex.org/W4365143464","https://openalex.org/W2787000943","https://openalex.org/W2774665406","https://openalex.org/W3163299133","https://openalex.org/W4281251238"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"has":[2],"attracted":[3],"wide":[4],"attention":[5],"from":[6],"both":[7],"academia":[8],"and":[9,16,19,53,79,127,190,197],"industry,":[10],"since":[11,37],"it":[12],"can":[13,41,234],"provide":[14],"flexible":[15],"on-demand":[17],"hardware":[18],"software":[20],"resources":[21],"as":[22],"services.":[23,86],"Energy":[24],"consumption":[25,40,114,140,189],"of":[26,33,85,95,102,115,129,141,200,212],"cloud":[27,34,72,103,116,142],"servers":[28,73,117,143],"is":[29],"the":[30,58,61,83,93,99,112,119,125,135,146,154,172,184,210,213,227,231],"main":[31],"concern":[32],"service":[35,201],"providers":[36],"reducing":[38],"energy":[39,68,100,113,139,148,168,188,228],"bring":[42],"them":[43],"a":[44,50,224],"lower":[45],"operation":[46],"cost":[47],"(and":[48],"hence":[49,80],"higher":[51],"profit)":[52],"alleviate":[54],"carbon":[55],"footprints":[56],"to":[57,76,110,144,158,182,208,223,237],"environment.":[59],"Typically,":[60],"common":[62],"power":[63],"management":[64],"techniques":[65],"for":[66,97],"enhancing":[67],"efficiency":[69,101,169],"would":[70],"make":[71],"more":[74],"vulnerable":[75],"soft":[77],"errors":[78],"adversely":[81],"impact":[82],"quality":[84],"Thus,":[87],"reliability":[88,121,137,174],"cannot":[89],"be":[90],"ignored":[91],"in":[92],"design":[94],"methodologies":[96],"improving":[98],"servers.":[104,130],"In":[105],"this":[106],"article,":[107],"we":[108,132,177],"aim":[109],"minimize":[111],"under":[118,193],"soft-error":[120],"constraint":[122],"by":[123,230],"configuring":[124],"size":[126],"speed":[128],"Specifically,":[131],"first":[133],"derive":[134],"expected":[136],"based":[138],"formulate":[145],"reliability-constrained":[147],"minimization":[149],"problem.":[150],"We":[151],"then":[152],"leverage":[153],"reinforcement":[155],"learning":[156],"technique":[157],"obtain":[159],"an":[160],"optimal":[161],"server":[162,191,216],"configuration":[163,192,217],"solution":[164],"that":[165,221],"maximizes":[166],"system":[167,173,187],"while":[170],"maintaining":[171],"constraint.":[175],"Finally,":[176],"perform":[178],"extensive":[179],"simulation":[180],"experiments":[181,204],"analyze":[183],"relationship":[185],"between":[186],"varying":[194],"arrival":[195],"rates":[196],"execution":[198],"requirements":[199],"requests.":[202],"Comparative":[203],"are":[205],"also":[206],"performed":[207],"validate":[209],"efficacy":[211],"proposed":[214,232],"learning-based":[215],"scheme.":[218],"Results":[219],"show":[220],"compared":[222],"benchmark":[225],"method,":[226],"saved":[229],"scheme":[233],"reach":[235],"up":[236],"31.5%.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
