{"id":"https://openalex.org/W3155999555","doi":"https://doi.org/10.1007/s00521-021-06002-w","title":"Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing","display_name":"Multi-objective hybrid genetic algorithm for task scheduling problem in cloud computing","publication_year":2021,"publication_date":"2021-04-18","ids":{"openalex":"https://openalex.org/W3155999555","doi":"https://doi.org/10.1007/s00521-021-06002-w","mag":"3155999555"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06002-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06002-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06002-w.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06002-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005001256","display_name":"Poria Pirozmand","orcid":"https://orcid.org/0000-0001-6304-8106"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Poria Pirozmand","raw_affiliation_strings":["School of Computer and software, Dalian Neusoft University of Information, Dalian, 116023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and software, Dalian Neusoft University of Information, Dalian, 116023, China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084304385","display_name":"Ali Asghar Rahmani Hosseinabadi","orcid":"https://orcid.org/0000-0002-4112-2384"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Asghar Rahmani Hosseinabadi","raw_affiliation_strings":["Department of Computer Science, University of Regina, Regina, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Regina, Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082079653","display_name":"Maedeh Farrokhzad","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139126","display_name":"University of Science and Technology of Mazandaran","ror":"https://ror.org/04jf6jw55","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210139126"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maedeh Farrokhzad","raw_affiliation_strings":["Department of Computer Science, University of Science and Technology of Mazandaran, Behshahr, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Science and Technology of Mazandaran, Behshahr, Iran","institution_ids":["https://openalex.org/I4210139126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065757920","display_name":"Mehdi Sadeghilalimi","orcid":"https://orcid.org/0000-0003-2100-2630"},"institutions":[{"id":"https://openalex.org/I194028371","display_name":"University of Regina","ror":"https://ror.org/03dzc0485","country_code":"CA","type":"education","lineage":["https://openalex.org/I194028371"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehdi Sadeghilalimi","raw_affiliation_strings":["Department of Computer Science, University of Regina, Regina, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Regina, Regina, Canada","institution_ids":["https://openalex.org/I194028371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001726949","display_name":"Seyedsaeid Mirkamali","orcid":"https://orcid.org/0000-0002-8340-7003"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Seyedsaeid Mirkamali","raw_affiliation_strings":["Department of Computer Engineering and IT, Payame Noor University (PNU), Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and IT, Payame Noor University (PNU), Tehran, Iran","institution_ids":["https://openalex.org/I55547365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024909557","display_name":"Adam S\u0142owik","orcid":"https://orcid.org/0000-0003-2542-9842"},"institutions":[{"id":"https://openalex.org/I269685040","display_name":"Koszalin University of Technology","ror":"https://ror.org/00x6dk626","country_code":"PL","type":"education","lineage":["https://openalex.org/I269685040"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Adam Slowik","raw_affiliation_strings":["Department of Electronics & Computer Science, Koszalin University of Technology, Koszalin, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2542-9842","affiliations":[{"raw_affiliation_string":"Department of Electronics & Computer Science, Koszalin University of Technology, Koszalin, Poland","institution_ids":["https://openalex.org/I269685040"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5024909557"],"corresponding_institution_ids":["https://openalex.org/I269685040"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":20.5014,"has_fulltext":true,"cited_by_count":120,"citation_normalized_percentile":{"value":0.99420184,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"33","issue":"19","first_page":"13075","last_page":"13088"},"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":0.9991999864578247,"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/computer-science","display_name":"Computer science","score":0.8762458562850952},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6653383374214172},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6359826922416687},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6045416593551636},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.5439552664756775},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5291612148284912},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.4677113890647888},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.44808685779571533},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.44653382897377014},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.4134528636932373},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2353726029396057},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.13161757588386536},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09934389591217041},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08803960680961609},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07993009686470032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8762458562850952},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6653383374214172},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6359826922416687},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6045416593551636},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.5439552664756775},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5291612148284912},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.4677113890647888},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.44808685779571533},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44653382897377014},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.4134528636932373},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2353726029396057},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.13161757588386536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09934389591217041},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08803960680961609},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07993009686470032},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-021-06002-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06002-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06002-w.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-021-06002-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-021-06002-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-021-06002-w.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3155999555.pdf","grobid_xml":"https://content.openalex.org/works/W3155999555.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W924744806","https://openalex.org/W1120107613","https://openalex.org/W1977453252","https://openalex.org/W2018198861","https://openalex.org/W2072955302","https://openalex.org/W2091437223","https://openalex.org/W2117706453","https://openalex.org/W2122967269","https://openalex.org/W2134816084","https://openalex.org/W2140317779","https://openalex.org/W2149294210","https://openalex.org/W2188754505","https://openalex.org/W2208056519","https://openalex.org/W2414163544","https://openalex.org/W2527653733","https://openalex.org/W2593517983","https://openalex.org/W2609087387","https://openalex.org/W2736257411","https://openalex.org/W2741500440","https://openalex.org/W2780893699","https://openalex.org/W2792586100","https://openalex.org/W2796372273","https://openalex.org/W2802476378","https://openalex.org/W2803739201","https://openalex.org/W2806060259","https://openalex.org/W2806964477","https://openalex.org/W2893875239","https://openalex.org/W2895374299","https://openalex.org/W2896791697","https://openalex.org/W2897177582","https://openalex.org/W2899003381","https://openalex.org/W2900939195","https://openalex.org/W2905083285","https://openalex.org/W2905496324","https://openalex.org/W2906361341","https://openalex.org/W2912341621","https://openalex.org/W2913782821","https://openalex.org/W2914250519","https://openalex.org/W2918271739","https://openalex.org/W2923055478","https://openalex.org/W2924809044","https://openalex.org/W2943021608","https://openalex.org/W2969999149","https://openalex.org/W2971305334","https://openalex.org/W2972859068","https://openalex.org/W2990853315","https://openalex.org/W2994356841","https://openalex.org/W3000627755","https://openalex.org/W3025067685","https://openalex.org/W3044592640"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W2372008037","https://openalex.org/W4386580182","https://openalex.org/W2106332846","https://openalex.org/W2397293317","https://openalex.org/W2978148977","https://openalex.org/W2365679959","https://openalex.org/W2167574351"],"abstract_inverted_index":{"Abstract":[0],"The":[1,161],"cloud":[2,61],"computing":[3,62],"systems":[4],"are":[5,23,57],"sorts":[6],"of":[7,65,69,74,87,90,97,113,127,145,172],"shared":[8],"collateral":[9],"structure":[10],"which":[11,108,192],"has":[12,215],"been":[13,216],"in":[14,59,77],"demand":[15],"from":[16],"its":[17],"inception.":[18],"In":[19,132],"these":[20,208],"systems,":[21,55],"clients":[22,70],"able":[24,217],"to":[25,106,175,197,200,218],"access":[26],"existing":[27],"services":[28,75],"based":[29,156],"on":[30,157],"their":[31],"needs":[32],"and":[33,41,46,71,116,118,122,147,152,167,181,185],"without":[34],"knowing":[35],"where":[36],"the":[37,50,60,72,85,111,114,119,125,158,168,176,187,201,204,212],"service":[38,51],"is":[39,44,94,193],"located":[40],"how":[42],"it":[43,80,101],"delivered,":[45],"only":[47],"pay":[48],"for":[49,141],"used.":[52],"Like":[53],"other":[54,220],"there":[56],"challenges":[58],"system.":[63,99],"Because":[64],"a":[66,137],"wide":[67],"array":[68],"variety":[73],"available":[76],"this":[78,98,123,133],"system,":[79],"can":[81],"be":[82,103],"said":[83],"that":[84,211],"issue":[86],"scheduling":[88,130,142],"and,":[89],"course,":[91],"energy":[92,120,146],"consumption":[93],"essential":[95],"challenge":[96],"Therefore,":[100],"should":[102],"properly":[104],"provided":[105],"users,":[107],"minimizes":[109],"both":[110],"cost":[112],"provider":[115],"consumer":[117],"consumption,":[121],"requires":[124],"use":[126],"an":[128,194],"optimal":[129],"algorithm.":[131],"paper,":[134],"we":[135],"present":[136],"two-step":[138],"hybrid":[139],"method":[140],"tasks":[143,174,180,199],"aware":[144],"time":[148],"called":[149],"Genetic":[150,159],"Algorithm":[151],"Energy-Conscious":[153,188],"Scheduling":[154,189],"Heuristic":[155,190],"Algorithm.":[160],"first":[162],"step":[163,170],"involves":[164],"prioritizing":[165],"tasks,":[166],"second":[169],"consists":[171],"assigning":[173],"processor.":[177,202],"We":[178],"prioritized":[179],"generated":[182],"primary":[183],"chromosomes,":[184],"used":[186],"model,":[191,196],"energy-conscious":[195],"assign":[198],"As":[203],"simulation":[205],"results":[206,209],"show,":[207],"demonstrate":[210],"proposed":[213],"algorithm":[214],"outperform":[219],"methods.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":36},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}