{"id":"https://openalex.org/W2478613422","doi":"https://doi.org/10.1109/tsc.2016.2597141","title":"Fairness-Efficiency Allocation of CPU-GPU Heterogeneous Resources","display_name":"Fairness-Efficiency Allocation of CPU-GPU Heterogeneous Resources","publication_year":2016,"publication_date":"2016-08-02","ids":{"openalex":"https://openalex.org/W2478613422","doi":"https://doi.org/10.1109/tsc.2016.2597141","mag":"2478613422"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2016.2597141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2016.2597141","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","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/A5086570822","display_name":"Qiumin Lu","orcid":"https://orcid.org/0000-0002-8129-2759"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiumin Lu","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023243107","display_name":"Jianguo Yao","orcid":"https://orcid.org/0000-0002-1142-4496"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Yao","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011323970","display_name":"Zhengwei Qi","orcid":"https://orcid.org/0000-0003-2730-2319"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengwei Qi","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049487451","display_name":"Haibing Guan","orcid":"https://orcid.org/0000-0002-4714-7400"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibing Guan","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086570822"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":5.3078,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9567991,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":"3","first_page":"474","last_page":"488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973000288009644,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.897645115852356},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8042363524436951},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6530668139457703},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6490700244903564},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5752103328704834},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4903254806995392},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4241101145744324},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4156801998615265},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2242785394191742},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12026658654212952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.897645115852356},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8042363524436951},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6530668139457703},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6490700244903564},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5752103328704834},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4903254806995392},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4241101145744324},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4156801998615265},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2242785394191742},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12026658654212952},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2016.2597141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2016.2597141","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G109625309","display_name":null,"funder_award_id":"14510722600","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G2216259480","display_name":null,"funder_award_id":"61525204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G39828028","display_name":null,"funder_award_id":"61572322","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6981313149","display_name":null,"funder_award_id":"16QA1402200","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W138849684","https://openalex.org/W1539841317","https://openalex.org/W1596936080","https://openalex.org/W1630733292","https://openalex.org/W1787083097","https://openalex.org/W1807064700","https://openalex.org/W1890643295","https://openalex.org/W1996212904","https://openalex.org/W2003859203","https://openalex.org/W2005574683","https://openalex.org/W2010858989","https://openalex.org/W2023068795","https://openalex.org/W2032723264","https://openalex.org/W2038201895","https://openalex.org/W2044372531","https://openalex.org/W2045287414","https://openalex.org/W2062819966","https://openalex.org/W2067231500","https://openalex.org/W2070758470","https://openalex.org/W2083552583","https://openalex.org/W2096125134","https://openalex.org/W2106035541","https://openalex.org/W2122011919","https://openalex.org/W2124365587","https://openalex.org/W2131726714","https://openalex.org/W2147802748","https://openalex.org/W2167029259","https://openalex.org/W2167582144","https://openalex.org/W2219491737","https://openalex.org/W2415044472","https://openalex.org/W2950007716","https://openalex.org/W2964314891","https://openalex.org/W3004050885","https://openalex.org/W3105641383","https://openalex.org/W4243173098","https://openalex.org/W6605738145","https://openalex.org/W6639249596","https://openalex.org/W6715976941"],"related_works":["https://openalex.org/W4297427155","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2904351595","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885"],"abstract_inverted_index":{"Considering":[0],"the":[1,4,40,50,58,82,98,115,137,140,146,151,154,158,171,186,189],"performance":[2],"improvement":[3,38,169],"cloud":[5,24,73],"technology":[6],"provides":[7],"by":[8,69],"processing":[9],"workloads":[10,26],"in":[11,30,49,142,175,196],"parallel,":[12],"applications":[13,70],"and":[14,56,60,66,90,113,127,133,150],"services":[15],"are":[16,131,181],"now":[17],"migrating":[18],"to":[19,34,94,135],"online":[20],"clouds.":[21],"In":[22],"a":[23,31,36,46,118,166],"platform,":[25,120],"can":[27],"be":[28],"executed":[29],"virtualized":[32,119],"environment":[33],"have":[35],"great":[37],"of":[39,62,81,139,148,157],"resource":[41,172],"utilization.":[42],"However,":[43],"there":[44,164],"is":[45,54,165],"new":[47],"challenge":[48],"allocation":[51,141],"problem,":[52],"which":[53,121],"quantifying":[55],"optimizing":[57],"fairness":[59,88,149,168,190],"efficiency":[61],"heterogeneous":[63],"resources":[64,126],"(CPUs":[65],"GPUs)":[67],"required":[68],"such":[71],"as":[72],"gaming.":[74],"The":[75,160],"solving":[76,108],"approach":[77],"needs":[78],"scalarization":[79],"methods":[80],"requirement":[83],"vector,":[84],"relevant":[85],"functions":[86],"for":[87],"metrics,":[89],"an":[91,104],"acceptable":[92],"algorithm":[93,109],"solve":[95],"that,":[96],"where":[97],"difficulties":[99],"mainly":[100],"locate.":[101],"We":[102],"design":[103],"iterative,":[105],"dynamic-adaptive":[106],"heuristic":[107],"Fairness-Efficiency":[110],"Allocation":[111],"(FEA)":[112],"optimize":[114],"implementation":[116],"on":[117,153],"collects":[122],"runtime":[123],"data,":[124],"allocates":[125],"reports":[128],"differences.":[129],"Data":[130],"recorded":[132],"analyzed":[134],"discover":[136],"effect":[138,152],"different":[143],"situations,":[144],"including":[145],"promotion":[147],"frame":[155],"rate":[156],"workloads.":[159],"result":[161],"indicates":[162],"that":[163,177],"considerable":[167],"after":[170],"allocation,":[173],"especially":[174],"situations":[176],"many":[178],"virtual":[179,198],"machines":[180],"executing":[182],"simultaneously.":[183],"Compared":[184],"with":[185],"VGASA":[187],"strategy,":[188],"metric":[191],"value":[192],"improved":[193],"45":[194],"percent":[195],"three":[197],"machines'":[199],"situation.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
