{"id":"https://openalex.org/W7152572269","doi":"https://doi.org/10.1109/icecet63943.2025.11472548","title":"Advanced Grey Wolf Optimizer for Multi-Objective Workflow Scheduling in Fog-Cloud Environments","display_name":"Advanced Grey Wolf Optimizer for Multi-Objective Workflow Scheduling in Fog-Cloud Environments","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152572269","doi":"https://doi.org/10.1109/icecet63943.2025.11472548"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5097875281","display_name":"Kaya Soua\u00efbou Hawaou","orcid":"https://orcid.org/0000-0002-5332-5250"},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":true,"raw_author_name":"Kaya Soua\u00efbou Hawaou","raw_affiliation_strings":["ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon"],"affiliations":[{"raw_affiliation_string":"ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133296748","display_name":"Sonia Yassa","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sonia Yassa","raw_affiliation_strings":["ETIS UMR8051 CNRS CY Cergy Paris University, Cergy France,Paris,France"],"affiliations":[{"raw_affiliation_string":"ETIS UMR8051 CNRS CY Cergy Paris University, Cergy France,Paris,France","institution_ids":["https://openalex.org/I4210142324","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122304217","display_name":"Vivient Corneille Kamla","orcid":null},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Vivient Corneille Kamla","raw_affiliation_strings":["ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon"],"affiliations":[{"raw_affiliation_string":"ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101136026","display_name":"Laurent Bitjoka","orcid":null},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Laurent Bitjoka","raw_affiliation_strings":["ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon"],"affiliations":[{"raw_affiliation_string":"ENSAI University of Ngaoundere,LESIA Laboratory,Ngaoundere,Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010347556","display_name":"Olivier Romain","orcid":"https://orcid.org/0000-0002-2172-1865"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Romain","raw_affiliation_strings":["ETIS UMR8051 CNRS CY Cergy Paris University, Cergy France,Paris,France"],"affiliations":[{"raw_affiliation_string":"ETIS UMR8051 CNRS CY Cergy Paris University, Cergy France,Paris,France","institution_ids":["https://openalex.org/I4210142324","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5097875281"],"corresponding_institution_ids":["https://openalex.org/I59196294"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87671191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.5544000267982483,"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":0.5544000267982483,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.12240000069141388,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.03909999877214432,"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/scheduling","display_name":"Scheduling (production processes)","score":0.5684999823570251},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5126000046730042},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.29829999804496765},{"id":"https://openalex.org/keywords/troubleshooting","display_name":"Troubleshooting","score":0.2549000084400177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6758999824523926},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5684999823570251},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5126000046730042},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3458000123500824},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.29829999804496765},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.22509999573230743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2224999964237213},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.21649999916553497}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472548","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2061438946","https://openalex.org/W2069438677","https://openalex.org/W2912617206","https://openalex.org/W2999091579","https://openalex.org/W4213179670","https://openalex.org/W4400771350","https://openalex.org/W4404718820","https://openalex.org/W4405299610","https://openalex.org/W4406479961","https://openalex.org/W4406891972","https://openalex.org/W4409156372"],"related_works":[],"abstract_inverted_index":{"In":[0],"a":[1,39,55,142],"world":[2],"where":[3],"digitization":[4],"is":[5,14,53],"ubiquitous":[6],"in":[7,50,92,135],"many":[8],"business":[9],"sectors,":[10],"optimizing":[11],"computing":[12],"resources":[13],"essential":[15],"for":[16,42,88],"ensuring":[17],"efficient":[18,89],"and":[19,46,57,103,127,140],"sustainable":[20],"production.":[21],"Faced":[22],"with":[23,64,111,119],"the":[24,35,114,120,128],"explosion":[25],"of":[26,116,137],"data":[27],"generated":[28],"by":[29,61],"connected":[30],"devices,":[31],"requiring":[32],"real-time":[33],"processing,":[34],"fog-cloud":[36,51,94],"environment":[37],"offers":[38],"promising":[40],"solution":[41,138],"improving":[43],"resource":[44],"management":[45],"decision-making.":[47],"Workflow":[48],"scheduling":[49,91],"environments":[52],"both":[54],"popular":[56],"complex":[58],"topic,":[59],"tackled":[60],"several":[62,72],"researchers":[63],"different":[65],"objectives.":[66],"To":[67],"overcome":[68],"this":[69],"NP-complete":[70],"problem,":[71],"methods":[73],"have":[74],"been":[75],"developed.":[76],"This":[77],"paper":[78],"presents":[79],"an":[80],"Adaptive":[81],"Multi-Objective":[82,129],"Grey":[83,130],"Wolf":[84,131],"Optimizer":[85,132],"algorithm":[86,126,134],"(AMOGWO)":[87],"workflow":[90],"hybrid":[93],"environments.":[95],"AMOGWO":[96,117],"simultaneously":[97],"optimizes":[98],"three":[99],"critical":[100],"metrics\u2014makespan,":[101],"cost":[102],"latency-using":[104],"Pareto":[105],"dominance":[106],"principles.":[107],"Experimental":[108],"evaluations":[109],"conducted":[110],"Fog-WorkflowSim":[112],"show":[113],"effectiveness":[115],"compared":[118],"Multi-objective":[121],"Monarch":[122],"Butterfly":[123],"Optimization":[124],"(MO-MBO)":[125],"(MOGWO)":[133],"terms":[136],"quality":[139],"achieving":[141],"good":[143],"trade-off.":[144]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}