{"id":"https://openalex.org/W4389610331","doi":"https://doi.org/10.1109/tsc.2023.3341842","title":"An Efficient Service-Aware Virtual Machine Scheduling Approach Based on Multi-Objective Evolutionary Algorithm","display_name":"An Efficient Service-Aware Virtual Machine Scheduling Approach Based on Multi-Objective Evolutionary Algorithm","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389610331","doi":"https://doi.org/10.1109/tsc.2023.3341842"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2023.3341842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2023.3341842","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/A5052775723","display_name":"Zhijiao Xiao","orcid":"https://orcid.org/0000-0002-9664-821X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijiao Xiao","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-9664-821X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101278305","display_name":"Qijie Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qijie Qiu","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772630","display_name":"Lingjie Li","orcid":"https://orcid.org/0000-0002-9081-4504"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingjie Li","raw_affiliation_strings":["Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-9081-4504","affiliations":[{"raw_affiliation_string":"Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101501973","display_name":"Yuhong Feng","orcid":"https://orcid.org/0000-0002-7691-5587"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhong Feng","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7691-5587","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066935890","display_name":"Qiuzhen Lin","orcid":"https://orcid.org/0000-0003-2415-0401"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuzhen Lin","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2415-0401","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100633973","display_name":"Zhong Ming","orcid":"https://orcid.org/0000-0001-9310-3460"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Ming","raw_affiliation_strings":["College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9310-3460","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1762,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95853337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":"5","first_page":"2027","last_page":"2040"},"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":0.9983000159263611,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8838417530059814},{"id":"https://openalex.org/keywords/subnet","display_name":"Subnet","score":0.8394192457199097},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.738052487373352},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7207711338996887},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6809136271476746},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6275217533111572},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6238030791282654},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5382741093635559},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5161424875259399},{"id":"https://openalex.org/keywords/live-migration","display_name":"Live migration","score":0.4810355305671692},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42523014545440674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38858315348625183},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3704882562160492},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21046867966651917},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.19498485326766968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8838417530059814},{"id":"https://openalex.org/C21099817","wikidata":"https://www.wikidata.org/wiki/Q7631721","display_name":"Subnet","level":2,"score":0.8394192457199097},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.738052487373352},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7207711338996887},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6809136271476746},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6275217533111572},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6238030791282654},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5382741093635559},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5161424875259399},{"id":"https://openalex.org/C2778710394","wikidata":"https://www.wikidata.org/wiki/Q4179813","display_name":"Live migration","level":4,"score":0.4810355305671692},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42523014545440674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38858315348625183},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3704882562160492},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21046867966651917},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.19498485326766968},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2023.3341842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2023.3341842","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":[],"awards":[{"id":"https://openalex.org/G1625902789","display_name":null,"funder_award_id":"62002230","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1769245271","display_name":null,"funder_award_id":"62272315","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4681174533","display_name":null,"funder_award_id":"2023A1515011296","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5023856971","display_name":null,"funder_award_id":"62173236","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8781014538","display_name":null,"funder_award_id":"62376163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1558919105","https://openalex.org/W1964153772","https://openalex.org/W2037236761","https://openalex.org/W2098907614","https://openalex.org/W2117502083","https://openalex.org/W2123541507","https://openalex.org/W2123808725","https://openalex.org/W2143381319","https://openalex.org/W2161523741","https://openalex.org/W2162317040","https://openalex.org/W2163675618","https://openalex.org/W2198098822","https://openalex.org/W2409561912","https://openalex.org/W2498207281","https://openalex.org/W2522375107","https://openalex.org/W2530389446","https://openalex.org/W2585623668","https://openalex.org/W2620704227","https://openalex.org/W2736793217","https://openalex.org/W2742681813","https://openalex.org/W2744433475","https://openalex.org/W2749760782","https://openalex.org/W2758648276","https://openalex.org/W2783814154","https://openalex.org/W2790957846","https://openalex.org/W2888253792","https://openalex.org/W2901642103","https://openalex.org/W2908186815","https://openalex.org/W2912426918","https://openalex.org/W2919979744","https://openalex.org/W2942898598","https://openalex.org/W2962777934","https://openalex.org/W2980212292","https://openalex.org/W2982645470","https://openalex.org/W2997526288","https://openalex.org/W3004383208","https://openalex.org/W3027234883","https://openalex.org/W3046244894","https://openalex.org/W3094104136","https://openalex.org/W3131645226","https://openalex.org/W3135811122","https://openalex.org/W3186847651","https://openalex.org/W3193763484","https://openalex.org/W3214121595","https://openalex.org/W3214851523","https://openalex.org/W4205316938","https://openalex.org/W4206597794","https://openalex.org/W4210306814","https://openalex.org/W4280646525","https://openalex.org/W4324267443","https://openalex.org/W6683225304","https://openalex.org/W6804088578"],"related_works":["https://openalex.org/W1549982987","https://openalex.org/W1907588937","https://openalex.org/W2159337754","https://openalex.org/W2793500743","https://openalex.org/W1647981072","https://openalex.org/W4289372163","https://openalex.org/W3046505149","https://openalex.org/W2036557174","https://openalex.org/W2557582102","https://openalex.org/W4319779815"],"abstract_inverted_index":{"Service":[0],"providers":[1,108],"tend":[2],"to":[3,7,13,45,99,117,151,176],"deploy":[4],"application":[5,41],"services":[6],"several":[8,177],"different":[9,80,163],"virtual":[10],"machines":[11],"(VMs)":[12],"improve":[14],"the":[15,20,39,47,56,63,88,92,95,118,123,132,166],"scalability":[16],"and":[17,109,122,154,165,185],"manageability":[18],"of":[19,51,125,127,182],"cloud":[21],"data":[22],"center":[23],"(CDC).":[24],"Therefore,":[25],"high":[26],"frequency":[27],"communication":[28,48],"traffic":[29],"is":[30,82,104,174],"always":[31],"involved":[32],"among":[33],"those":[34],"VMs":[35,54,78],"that":[36,86,170],"are":[37,159],"deployed":[38],"same":[40,57,64,89],"service.":[42],"In":[43],"order":[44],"reduce":[46],"cost":[49,121],"(CC)":[50],"CDC,":[52],"all":[53,101],"running":[55],"service":[58,128],"should":[59],"be":[60],"redeployed":[61],"in":[62,79,180],"subnet":[65],"as":[66,68],"much":[67,83],"possible":[69],"by":[70],"using":[71],"live":[72],"migration":[73,96,102],"technology,":[74],"because":[75,111],"CC":[76,153,184],"between":[77],"subnets":[81],"higher":[84],"than":[85],"within":[87],"subnet.":[90],"On":[91],"other":[93],"hand,":[94],"time":[97],"(MT)":[98],"complete":[100],"tasks":[103],"also":[105],"crucial":[106],"for":[107],"customers,":[110],"a":[112,147],"prolonged":[113],"MT":[114],"will":[115],"lead":[116],"increased":[119],"maintenance":[120],"deterioration":[124],"quality":[126],"(QoS).":[129],"To":[130],"address":[131],"aforementioned":[133],"issues,":[134],"this":[135],"paper":[136],"proposes":[137],"an":[138],"efficient":[139],"service-aware":[140],"VM":[141],"scheduling":[142],"approach":[143],"(ES-VSA)":[144],"based":[145],"on":[146,161],"multi-objective":[148],"evolutionary":[149],"algorithm":[150,173],"minimize":[152],"MT,":[155],"simultaneously.":[156],"Finally,":[157],"experiments":[158],"conducted":[160],"four":[162],"scenarios,":[164],"simulation":[167],"results":[168],"demonstrate":[169],"our":[171],"proposed":[172],"superior":[175],"state-of-the-art":[178],"algorithms":[179],"terms":[181],"both":[183],"MT.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}