{"id":"https://openalex.org/W4403600608","doi":"https://doi.org/10.1109/jiot.2024.3484357","title":"Federated Learning and Evolutionary Game Model for Fog Federation Formation","display_name":"Federated Learning and Evolutionary Game Model for Fog Federation Formation","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4403600608","doi":"https://doi.org/10.1109/jiot.2024.3484357"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3484357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3484357","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5094001502","display_name":"Zyad Yasser","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zyad Yasser","raw_affiliation_strings":["Division of Science, New York University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Division of Science, New York University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030830369","display_name":"Ahmad Hammoud","orcid":"https://orcid.org/0000-0002-0283-9913"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmad Hammoud","raw_affiliation_strings":["Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, QC, Canada","Department of Electrical Engineering, Ecole de Technologie Superieure (ETS), Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure (ETS), Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005269467","display_name":"Azzam Mourad","orcid":"https://orcid.org/0000-0001-9434-5322"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["AE","LB"],"is_corresponding":false,"raw_author_name":"Azzam Mourad","raw_affiliation_strings":["Department of Computer Science, KU 6G Research Center, Khalifa University, Abu Dhabi, UAE","Artificial Intelligence and Cyber Systems Research Center, Lebanese American University, Beirut, Lebanon"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU 6G Research Center, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Artificial Intelligence and Cyber Systems Research Center, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049846737","display_name":"Hadi Otrok","orcid":"https://orcid.org/0000-0002-9574-5384"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hadi Otrok","raw_affiliation_strings":["Department of Computer Science, Center of Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, UAE","Department of CS, Center of Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Center of Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Department of CS, Center of Cyber-Physical Systems (C2PS), Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067321881","display_name":"Zbigniew Dziong","orcid":"https://orcid.org/0000-0001-7259-0570"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zbigniew Dziong","raw_affiliation_strings":["Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, QC, Canada","Department of Electrical Engineering, Ecole de Technologie Superieure (ETS), Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure (ETS), Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Mohammad Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Mohammad Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5094001502"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.8296,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72293528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"12","issue":"4","first_page":"4183","last_page":"4196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.7192999720573425,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.7192999720573425,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.7131999731063843,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7785289287567139},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.467433363199234},{"id":"https://openalex.org/keywords/game-based-learning","display_name":"Game based learning","score":0.44719600677490234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35475629568099976},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34393131732940674},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.19925430417060852},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.10652247071266174}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7785289287567139},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.467433363199234},{"id":"https://openalex.org/C2982948194","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Game based learning","level":2,"score":0.44719600677490234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35475629568099976},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34393131732940674},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.19925430417060852},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.10652247071266174},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3484357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3484357","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:espace2.etsmtl.ca:29927","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321487","display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1499536210","https://openalex.org/W2009333222","https://openalex.org/W2028798910","https://openalex.org/W2030295525","https://openalex.org/W2079239128","https://openalex.org/W2114623221","https://openalex.org/W2134295053","https://openalex.org/W2165506770","https://openalex.org/W2733506671","https://openalex.org/W2753968620","https://openalex.org/W2805929847","https://openalex.org/W2944980115","https://openalex.org/W2949755587","https://openalex.org/W2982092870","https://openalex.org/W3006214887","https://openalex.org/W3021654819","https://openalex.org/W3021874444","https://openalex.org/W3110306513","https://openalex.org/W3141993559","https://openalex.org/W3165843660","https://openalex.org/W4211095127","https://openalex.org/W4285225730","https://openalex.org/W4312438512","https://openalex.org/W4318619660","https://openalex.org/W4319988680","https://openalex.org/W4385338532","https://openalex.org/W4387682044"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,103],"this":[1],"article,":[2],"we":[3,105,155],"tackle":[4],"the":[5,9,50,70,82,101,120,124,140,149,164,170,184,191,197,201],"network":[6,117],"delays":[7,31],"in":[8,36,100],"Internet":[10],"of":[11,18,52,72,119,142,200],"Things":[12],"(IoT)":[13],"for":[14,38,126],"an":[15],"enhanced":[16],"Quality":[17],"Service":[19],"(QoS)":[20],"through":[21],"a":[22,34,107,132,143,157,180],"stable":[23,108],"and":[24,41,78,109,209],"optimized":[25],"federated":[26,111,116,159],"fog":[27,54,112,150,167],"computing":[28],"infrastructure.":[29],"Network":[30],"contribute":[32],"to":[33,59,69,85,94,122,172,176,214],"decline":[35],"QoS":[37,125,165,211],"IoT":[39,127],"applications":[40],"may":[42],"even":[43],"disrupt":[44],"time-critical":[45],"functions.":[46],"This":[47,129],"article":[48,130],"addresses":[49,148],"challenge":[51],"establishing":[53],"federations,":[55],"which":[56],"are":[57],"designed":[58],"enhance":[60,123],"QoS.":[61,80],"However,":[62],"instabilities":[63],"within":[64],"these":[65],"federations":[66,87],"can":[67],"lead":[68],"withdrawal":[71],"providers,":[73],"thereby":[74],"diminishing":[75],"federation":[76,151,192],"profitability":[77],"expected":[79],"Additionally,":[81],"techniques":[83],"used":[84],"form":[86],"could":[88],"potentially":[89],"pose":[90],"data":[91,97,198],"leakage":[92],"risks":[93],"end-users":[95],"whose":[96],"is":[98],"involved":[99],"process.":[102],"response,":[104],"propose":[106],"comprehensive":[110],"architecture":[113],"that":[114,147,162],"considers":[115],"profiling":[118],"environment":[121],"applications.":[128],"introduces":[131],"decentralized":[133,158],"evolutionary":[134],"game":[135],"theoretic":[136],"algorithm":[137,145,161],"built":[138],"on":[139],"top":[141],"genetic":[144],"mechanism":[146],"formation":[152,193],"issue.":[153],"Furthermore,":[154],"present":[156],"learning":[160],"predicts":[163],"between":[166],"servers":[168],"without":[169,195],"need":[171],"expose":[173],"users\u2019":[174],"location":[175],"external":[177],"entities.":[178],"Such":[179],"predictor":[181],"module":[182],"enhances":[183],"decision-making":[185],"process":[186],"when":[187,212],"allocating":[188],"resources":[189],"during":[190],"phases":[194],"exposing":[196],"privacy":[199],"users/servers.":[202],"Notably,":[203],"our":[204],"approach":[205],"demonstrates":[206],"superior":[207],"stability":[208],"improved":[210],"compared":[213],"other":[215],"benchmark":[216],"approaches.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}