{"id":"https://openalex.org/W2939259666","doi":"https://doi.org/10.1109/ccis.2018.8691163","title":"A DEA Based Hybrid Algorithm for Bi-objective Task Scheduling in Cloud Computing","display_name":"A DEA Based Hybrid Algorithm for Bi-objective Task Scheduling in Cloud Computing","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2939259666","doi":"https://doi.org/10.1109/ccis.2018.8691163","mag":"2939259666"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","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/A5103165744","display_name":"Pengcheng Han","orcid":"https://orcid.org/0000-0002-8099-3692"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengcheng Han","raw_affiliation_strings":["Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","Department of Computer Science, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102162840","display_name":"Chenglie Du","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglie Du","raw_affiliation_strings":["Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","Department of Computer Science, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086071901","display_name":"Jinchao Chen","orcid":"https://orcid.org/0000-0001-6234-1001"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinchao Chen","raw_affiliation_strings":["Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","Department of Computer Science, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Department of Computer Science, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103165744"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":1.9635,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90710309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"67"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9926999807357788,"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":0.7417134642601013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7369855046272278},{"id":"https://openalex.org/keywords/turnaround-time","display_name":"Turnaround time","score":0.6107885837554932},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5859907865524292},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5449737906455994},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4732316732406616},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4617711305618286},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.42899152636528015},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4210268259048462},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4100148677825928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23944711685180664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0977039635181427},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09410631656646729},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.06466999650001526}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7417134642601013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7369855046272278},{"id":"https://openalex.org/C176553487","wikidata":"https://www.wikidata.org/wiki/Q7855819","display_name":"Turnaround time","level":2,"score":0.6107885837554932},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5859907865524292},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5449737906455994},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4732316732406616},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4617711305618286},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.42899152636528015},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4210268259048462},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4100148677825928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23944711685180664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0977039635181427},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09410631656646729},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.06466999650001526},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"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/ccis.2018.8691163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1141949320","https://openalex.org/W1847647515","https://openalex.org/W1999534989","https://openalex.org/W2035978754","https://openalex.org/W2047095174","https://openalex.org/W2055181000","https://openalex.org/W2082410059","https://openalex.org/W2091638274","https://openalex.org/W2094589562","https://openalex.org/W2130095783","https://openalex.org/W2154158105","https://openalex.org/W2278175403","https://openalex.org/W2378934329","https://openalex.org/W2526174145","https://openalex.org/W2565322580","https://openalex.org/W2736331923","https://openalex.org/W6682834286"],"related_works":["https://openalex.org/W1992029172","https://openalex.org/W2605582854","https://openalex.org/W4309344469","https://openalex.org/W2291191244","https://openalex.org/W2131830066","https://openalex.org/W2993954431","https://openalex.org/W2328675347","https://openalex.org/W2309076928","https://openalex.org/W2021390925","https://openalex.org/W3204654320"],"abstract_inverted_index":{"Task":[0],"scheduling":[1,35,84],"in":[2,13,23,85],"cloud":[3,86],"computing":[4],"has":[5],"attracted":[6],"enormous":[7],"attentions":[8],"for":[9,82],"its":[10],"wide":[11],"use":[12],"academic":[14],"and":[15,18,27,44,79,100,127,152],"industrial":[16],"domains,":[17],"plays":[19],"an":[20,122],"important":[21],"role":[22],"improving":[24],"resource":[25],"utilization":[26],"meeting":[28],"QoS":[29],"requirements":[30],"of":[31,135],"users.":[32],"However,":[33],"task":[34,83],"is":[36,90],"a":[37,70,93,118],"representative":[38,145],"NP-hard":[39],"problem.":[40],"Therefore,":[41],"many":[42,55],"heuristic":[43],"meta-heuristic":[45,71],"methods":[46,112,131],"have":[47],"been":[48],"presented":[49],"to":[50,75,113],"solve":[51],"this":[52,66],"problem":[53],"considering":[54],"factors,":[56],"such":[57],"as":[58],"turnaround":[59,77],"time,":[60],"execution":[61],"cost,":[62],"energy":[63],"consuming.":[64],"In":[65,104],"paper,":[67],"we":[68],"propose":[69],"based":[72,91],"algorithm":[73,89,98],"HDEA":[74,109,148],"optimize":[76],"time":[78],"monetary":[80],"cost":[81],"computing.":[87],"This":[88],"on":[92],"prevalent":[94],"meta-heuristic,":[95],"Differential":[96],"evolution":[97],"(DEA)":[99],"several":[101,128],"optimization":[102],"policies.":[103],"comparison":[105],"with":[106,132,143],"standard":[107],"DEA,":[108],"uses":[110],"two":[111,144],"generate":[114],"initial":[115],"population,":[116],"adopts":[117],"new":[119],"mutation":[120],"strategy,":[121],"adaptive":[123],"parameter":[124],"adjustment":[125],"strategy":[126],"local":[129],"search":[130],"the":[133],"purpose":[134],"getting":[136],"better":[137,150],"solutions.":[138],"Experiments":[139],"show":[140],"that":[141],"compared":[142],"evolutionary":[146],"algorithms,":[147],"generates":[149],"solutions":[151],"shows":[153],"competitive":[154],"performance.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
