{"id":"https://openalex.org/W3204411155","doi":"https://doi.org/10.1186/s13677-021-00264-4","title":"An efficient population-based multi-objective task scheduling approach in fog computing systems","display_name":"An efficient population-based multi-objective task scheduling approach in fog computing systems","publication_year":2021,"publication_date":"2021-10-07","ids":{"openalex":"https://openalex.org/W3204411155","doi":"https://doi.org/10.1186/s13677-021-00264-4","mag":"3204411155"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-021-00264-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00264-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00264-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00264-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004338407","display_name":"Zahra Movahedi","orcid":"https://orcid.org/0000-0002-9177-5949"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I4210123125","display_name":"Isfahan University of Art","ror":"https://ror.org/03aqgee13","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210123125"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Zahra Movahedi","raw_affiliation_strings":["Department of Engineering, College of Farabi, University of Tehran, Tehran, Iran","University of Tehran (16th Azar St., Enghelab Sq., Tehran - Iran)"],"raw_orcid":"https://orcid.org/0000-0002-9177-5949","affiliations":[{"raw_affiliation_string":"Department of Engineering, College of Farabi, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033","https://openalex.org/I4210123125"]},{"raw_affiliation_string":"University of Tehran (16th Azar St., Enghelab Sq., Tehran - Iran)","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020191285","display_name":"Bruno Defude","orcid":"https://orcid.org/0000-0001-7637-973X"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Defude","raw_affiliation_strings":["SAMOVAR, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, Palaiseau, France","ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","IP Paris - Institut Polytechnique de Paris (France)","TSP - T\u00e9l\u00e9com SudParis (9 rue Charles Fourier -91011 Evry Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAMOVAR, T\u00e9l\u00e9com SudParis, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"ACMES-SAMOVAR - Architecture, Cloud continuum, formal Models, artificial intElligence and Services in distributed computing (TELECOM Sudparis\r\n 9 rue Charles Fourier\r\n 91011 EVRY - France)","institution_ids":["https://openalex.org/I4387153010"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (France)","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"TSP - T\u00e9l\u00e9com SudParis (9 rue Charles Fourier -91011 Evry Cedex - France)","institution_ids":["https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027631078","display_name":"Amir mohammad Hosseininia","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I4210123125","display_name":"Isfahan University of Art","ror":"https://ror.org/03aqgee13","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210123125"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir mohammad Hosseininia","raw_affiliation_strings":["Department of Engineering, College of Farabi, University of Tehran, Tehran, Iran","University of Tehran (16th Azar St., Enghelab Sq., Tehran - Iran)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, College of Farabi, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033","https://openalex.org/I4210123125"]},{"raw_affiliation_string":"University of Tehran (16th Azar St., Enghelab Sq., Tehran - Iran)","institution_ids":["https://openalex.org/I23946033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004338407"],"corresponding_institution_ids":["https://openalex.org/I23946033","https://openalex.org/I4210123125"],"apc_list":{"value":990,"currency":"GBP","value_usd":1490},"apc_paid":{"value":990,"currency":"GBP","value_usd":1490},"fwci":9.3537,"has_fulltext":true,"cited_by_count":111,"citation_normalized_percentile":{"value":0.98416284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9886999726295471,"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":0.864698052406311},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7305930852890015},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6342126131057739},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5279433131217957},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4895351827144623},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.42972731590270996},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4200911819934845},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.25351089239120483},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23231086134910583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11506110429763794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.864698052406311},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7305930852890015},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6342126131057739},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5279433131217957},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4895351827144623},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.42972731590270996},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4200911819934845},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.25351089239120483},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23231086134910583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11506110429763794},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13677-021-00264-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00264-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00264-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03596462v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03596462","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, 2021, 10, pp.53:1-53:31. &#x27E8;10.1186/s13677-021-00264-4&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:81d0318021d843f2a6cf7dee655bfa14","is_oa":true,"landing_page_url":"https://doaj.org/article/81d0318021d843f2a6cf7dee655bfa14","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 10, Iss 1, Pp 1-31 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-021-00264-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00264-4","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-021-00264-4","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3204411155.pdf","grobid_xml":"https://content.openalex.org/works/W3204411155.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W113308545","https://openalex.org/W170302693","https://openalex.org/W250225736","https://openalex.org/W1120107613","https://openalex.org/W1943579973","https://openalex.org/W1966460864","https://openalex.org/W1995875735","https://openalex.org/W2001720627","https://openalex.org/W2003961265","https://openalex.org/W2009366602","https://openalex.org/W2035181235","https://openalex.org/W2057392949","https://openalex.org/W2058710467","https://openalex.org/W2066917711","https://openalex.org/W2116586169","https://openalex.org/W2125313209","https://openalex.org/W2127789101","https://openalex.org/W2151554678","https://openalex.org/W2156908589","https://openalex.org/W2162745921","https://openalex.org/W2168081761","https://openalex.org/W2290883490","https://openalex.org/W2369149875","https://openalex.org/W2529556398","https://openalex.org/W2564566967","https://openalex.org/W2594560857","https://openalex.org/W2606939427","https://openalex.org/W2613565807","https://openalex.org/W2751512711","https://openalex.org/W2769635888","https://openalex.org/W2773426668","https://openalex.org/W2782347140","https://openalex.org/W2783073469","https://openalex.org/W2795335972","https://openalex.org/W2796007514","https://openalex.org/W2883386314","https://openalex.org/W2894001169","https://openalex.org/W2915641590","https://openalex.org/W2917377930","https://openalex.org/W2922096023","https://openalex.org/W2940867210","https://openalex.org/W2949236164","https://openalex.org/W2973613123","https://openalex.org/W2982054674","https://openalex.org/W2983873840","https://openalex.org/W2997189066","https://openalex.org/W2999362129","https://openalex.org/W3002068112","https://openalex.org/W3005759659","https://openalex.org/W3035327791","https://openalex.org/W3037900478","https://openalex.org/W3043456711","https://openalex.org/W3059506646","https://openalex.org/W3083869687","https://openalex.org/W3101102032","https://openalex.org/W3106445841","https://openalex.org/W3125647338","https://openalex.org/W3125976728","https://openalex.org/W3173844004"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W4244478748","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W2552656578","https://openalex.org/W2613651632"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,19,31,59,68,77,107,112,116,126,137,143,149,183,186,191,203,215],"rapid":[3],"development":[4],"of":[5,7,33,61,71,97,114,185,202],"Internet":[6],"Things":[8],"(IoT)":[9],"technologies,":[10],"fog":[11,25,62,84,127,165],"computing":[12,21,38],"has":[13],"emerged":[14],"as":[15,121,153,224],"an":[16,88,154,171],"extension":[17],"to":[18,43,51,64,76,141,181],"cloud":[20],"that":[22,93],"relies":[23],"on":[24],"nodes":[26,36,63],"with":[27,55,111,214],"distributed":[28],"resources":[29,41],"at":[30],"edge":[32],"network.":[34],"Fog":[35],"offer":[37],"and":[39,83,118,164,212,218,233],"storage":[40],"opportunities":[42],"resource-less":[44],"IoT":[45,53,65,72,79],"devices":[46,66],"which":[47],"are":[48],"not":[49],"capable":[50],"support":[52],"applications":[54],"computation-intensive":[56],"requirements.":[57],"Furthermore,":[58],"closeness":[60],"satisfies":[67],"low-latency":[69],"requirements":[70],"applications.":[73],"However,":[74],"due":[75],"high":[78],"task":[80,90,108,138,150,193],"offloading":[81],"requests":[82,140],"resource":[85],"limitations,":[86],"providing":[87,209],"optimal":[89,144],"scheduling":[91,109,139,151,194],"solution":[92],"considers":[94],"a":[95,132,197],"number":[96],"quality":[98],"metrics":[99],"is":[100,206],"essential.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105,130,147,169],"address":[106],"problem":[110,152,195],"aim":[113],"optimizing":[115],"time":[117,163],"energy":[119,166],"consumption":[120],"two":[122],"QoS":[123],"parameters":[124],"in":[125,196],"context.":[128],"First,":[129],"present":[131],"fog-based":[133],"architecture":[134],"for":[135,189],"handling":[136],"provide":[142],"solutions.":[145],"Second,":[146],"formulate":[148],"Integer":[155],"Linear":[156],"Programming":[157],"(ILP)":[158],"optimization":[159],"model":[160],"considering":[161],"both":[162],"consumption.":[167],"Finally,":[168],"propose":[170],"advanced":[172],"approach":[173],"called":[174],"Opposition-based":[175],"Chaotic":[176],"Whale":[177],"Optimization":[178,231],"Algorithm":[179,235],"(OppoCWOA)":[180],"enhance":[182],"performance":[184],"original":[187,216],"WOA":[188,217],"solving":[190],"modelled":[192],"timely":[198],"manner.":[199],"The":[200],"efficiency":[201],"proposed":[204],"OppoCWOA":[205],"shown":[207],"by":[208],"extensive":[210],"simulations":[211],"comparisons":[213],"some":[219],"existing":[220],"meta-heuristic":[221],"algorithms":[222],"such":[223],"Artificial":[225],"Bee":[226],"Colony":[227],"(ABC),":[228],"Particle":[229],"Swarm":[230],"(PSO),":[232],"Genetic":[234],"(GA).":[236]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":13}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
