{"id":"https://openalex.org/W4386702825","doi":"https://doi.org/10.1109/tcc.2023.3315014","title":"Multi-Objective Cloud Task Scheduling Optimization Based on Evolutionary Multi-Factor Algorithm","display_name":"Multi-Objective Cloud Task Scheduling Optimization Based on Evolutionary Multi-Factor Algorithm","publication_year":2023,"publication_date":"2023-09-13","ids":{"openalex":"https://openalex.org/W4386702825","doi":"https://doi.org/10.1109/tcc.2023.3315014"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2023.3315014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2023.3315014","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud 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/A5053085908","display_name":"Zhihua Cui","orcid":"https://orcid.org/0000-0001-7388-3180"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Cui","raw_affiliation_strings":["College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-7388-3180","affiliations":[{"raw_affiliation_string":"College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610857","display_name":"Tianhao Zhao","orcid":"https://orcid.org/0009-0003-1567-7778"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianhao Zhao","raw_affiliation_strings":["College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0009-0003-1567-7778","affiliations":[{"raw_affiliation_string":"College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102745485","display_name":"Linjie Wu","orcid":"https://orcid.org/0009-0000-4952-8955"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjie Wu","raw_affiliation_strings":["College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0009-0000-4952-8955","affiliations":[{"raw_affiliation_string":"College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I46305995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006614329","display_name":"A. K. Qin","orcid":"https://orcid.org/0000-0001-6631-1651"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. K. Qin","raw_affiliation_strings":["Department of Computing Technologies, Swinburne University of Technology, Hawthorn, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6631-1651","affiliations":[{"raw_affiliation_string":"Department of Computing Technologies, Swinburne University of Technology, Hawthorn, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100410903","display_name":"Jianwei Li","orcid":"https://orcid.org/0009-0005-8611-3608"},"institutions":[{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Li","raw_affiliation_strings":["College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China"],"raw_orcid":"https://orcid.org/0009-0005-8611-3608","affiliations":[{"raw_affiliation_string":"College of Computer Science, Taiyuan University of Science and Technology, Taiyuan, Shanxi, China","institution_ids":["https://openalex.org/I46305995"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":19.3184,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.99326119,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"4","first_page":"3685","last_page":"3699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9969000220298767,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9821000099182129,"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/computer-science","display_name":"Computer science","score":0.7773411273956299},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6701442003250122},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5227556228637695},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.458927184343338},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.44923949241638184},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40028706192970276},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37372270226478577},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3614739179611206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23278194665908813},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.12076085805892944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10821181535720825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773411273956299},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6701442003250122},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5227556228637695},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.458927184343338},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.44923949241638184},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40028706192970276},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37372270226478577},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3614739179611206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23278194665908813},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.12076085805892944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10821181535720825},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2023.3315014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2023.3315014","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1819973176","display_name":null,"funder_award_id":"61806138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5589767488","display_name":null,"funder_award_id":"61003053","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1988923429","https://openalex.org/W2022485595","https://openalex.org/W2031801005","https://openalex.org/W2040622444","https://openalex.org/W2058142975","https://openalex.org/W2090829747","https://openalex.org/W2113283371","https://openalex.org/W2131405329","https://openalex.org/W2143381319","https://openalex.org/W2165698076","https://openalex.org/W2330905760","https://openalex.org/W2383683724","https://openalex.org/W2413527939","https://openalex.org/W2756828813","https://openalex.org/W2810314073","https://openalex.org/W2810440851","https://openalex.org/W2900554635","https://openalex.org/W2903691810","https://openalex.org/W2904762129","https://openalex.org/W2911538120","https://openalex.org/W2912836250","https://openalex.org/W2915686745","https://openalex.org/W2920102261","https://openalex.org/W2921687288","https://openalex.org/W2921735428","https://openalex.org/W2921961040","https://openalex.org/W2931843510","https://openalex.org/W2946062246","https://openalex.org/W2948943518","https://openalex.org/W2972404913","https://openalex.org/W2980307621","https://openalex.org/W2989855190","https://openalex.org/W2998409228","https://openalex.org/W2999851651","https://openalex.org/W3000455992","https://openalex.org/W3002674174","https://openalex.org/W3008294184","https://openalex.org/W3010117582","https://openalex.org/W3010321770","https://openalex.org/W3011220450","https://openalex.org/W3011330593","https://openalex.org/W3022272927","https://openalex.org/W3045352922","https://openalex.org/W3046072977","https://openalex.org/W3080334566","https://openalex.org/W3103537989","https://openalex.org/W3108259217","https://openalex.org/W3129051607","https://openalex.org/W3141585263","https://openalex.org/W3168005424","https://openalex.org/W3196004889","https://openalex.org/W3212406820","https://openalex.org/W4210392489","https://openalex.org/W4239943352","https://openalex.org/W4250723855","https://openalex.org/W6707573836","https://openalex.org/W6757936024","https://openalex.org/W6773329298"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Cloud":[0],"platforms":[1],"scheduling":[2,34,65,78,83,149,158],"resources":[3],"based":[4,36],"on":[5,37,137],"the":[6,9,13,18,56,68,76,81,88,110,116,121,127,138,157,161,176,184,192],"demand":[7],"of":[8,118,120,129,134,163],"tasks":[10,113],"submitted":[11],"by":[12,166],"users,":[14],"is":[15,73,106],"critical":[16],"to":[17,59,75,94,108,115,125,174],"cloud":[19,32,63,139],"provider's":[20],"interest":[21],"and":[22,50,80,124,190],"customer":[23],"satisfaction.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28,44],"propose":[29],"a":[30,61,101,167],"multi-objective":[31,62,89],"task":[33,64,77,82,140],"algorithm":[35,93],"an":[38,96],"evolutionary":[39,154],"multi-factorial":[40],"optimization":[41,70,91,98],"algorithm.":[42],"First,":[43],"choose":[45],"execution":[46,48],"time,":[47],"cost,":[49],"virtual":[51],"machines":[52],"load":[53],"balancing":[54],"as":[55],"objective":[57,197],"functions":[58],"construct":[60,95],"model.":[66],"Second,":[67],"multi-factor":[69,90,168],"(MFO)":[71],"technique":[72],"applied":[74],"problem,":[79],"characteristics":[84],"are":[85],"combined":[86],"with":[87,152],"(MO-MFO)":[92],"assisted":[97],"task.":[99],"Finally,":[100],"dynamic":[102],"adaptive":[103],"transfer":[104,173],"strategy":[105],"designed":[107],"determine":[109],"similarity":[111],"between":[112],"according":[114],"degree":[117],"overlap":[119],"MFO":[122],"problem":[123],"control":[126],"intensity":[128],"knowledge":[130,172],"transfer.":[131],"The":[132],"results":[133,194],"simulation":[135],"experiments":[136],"test":[141],"dataset":[142],"show":[143],"that":[144],"our":[145],"method":[146,159],"significantly":[147],"improves":[148],"efficiency,":[150],"compared":[151],"other":[153],"algorithms":[155],"(EAs),":[156],"simplifies":[160],"decomposition":[162],"complex":[164],"problems":[165],"approach,":[169],"while":[170],"using":[171],"share":[175],"convergence":[177],"direction":[178],"among":[179,195],"sub-populations,":[180],"which":[181],"can":[182],"find":[183],"optimal":[185],"solution":[186],"interval":[187],"more":[188],"quickly":[189],"achieve":[191],"best":[193],"all":[196],"functions.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":14},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
