{"id":"https://openalex.org/W3092144916","doi":"https://doi.org/10.1109/jiot.2020.3028742","title":"FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning","display_name":"FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning","publication_year":2020,"publication_date":"2020-10-05","ids":{"openalex":"https://openalex.org/W3092144916","doi":"https://doi.org/10.1109/jiot.2020.3028742","mag":"3092144916"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2020.3028742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3028742","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/A5005273838","display_name":"Sawsan AbdulRahman","orcid":"https://orcid.org/0000-0002-4281-4382"},"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":true,"raw_author_name":"Sawsan Abdulrahman","raw_affiliation_strings":["Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4281-4382","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041553107","display_name":"Hanine Tout","orcid":"https://orcid.org/0000-0001-8018-8709"},"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":"Hanine Tout","raw_affiliation_strings":["Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8018-8709","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, 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/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Azzam Mourad","raw_affiliation_strings":["Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon"],"raw_orcid":"https://orcid.org/0000-0001-9434-5322","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Mathematics, Lebanese American University, Beirut, Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091698581","display_name":"Chamseddine Talhi","orcid":"https://orcid.org/0000-0003-2264-8265"},"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":"Chamseddine Talhi","raw_affiliation_strings":["Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering and IT, \u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005273838"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":null,"apc_paid":null,"fwci":21.0815,"has_fulltext":false,"cited_by_count":301,"citation_normalized_percentile":{"value":0.99545794,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"6","first_page":"4723","last_page":"4735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.991100013256073,"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":0.8934047222137451},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6652848124504089},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5931009650230408},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5844349265098572},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5425060987472534},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39890140295028687},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3464605212211609}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8934047222137451},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6652848124504089},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5931009650230408},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5844349265098572},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5425060987472534},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39890140295028687},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3464605212211609},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2020.3028742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2020.3028742","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:22418","is_oa":false,"landing_page_url":"http://espace2.etsmtl.ca/id/eprint/22418/","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/F4320311972","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37"},{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2033885045","https://openalex.org/W2040333627","https://openalex.org/W2073173294","https://openalex.org/W2099940443","https://openalex.org/W2102041666","https://openalex.org/W2308884720","https://openalex.org/W2313915067","https://openalex.org/W2500139799","https://openalex.org/W2535838896","https://openalex.org/W2541884796","https://openalex.org/W2596636257","https://openalex.org/W2767079719","https://openalex.org/W2777914285","https://openalex.org/W2783522756","https://openalex.org/W2798720628","https://openalex.org/W2888802852","https://openalex.org/W2896422817","https://openalex.org/W2897230576","https://openalex.org/W2903872466","https://openalex.org/W2905444686","https://openalex.org/W2912592113","https://openalex.org/W2945752848","https://openalex.org/W2945996667","https://openalex.org/W2946139752","https://openalex.org/W2952371541","https://openalex.org/W2952956474","https://openalex.org/W2954124071","https://openalex.org/W2962688627","https://openalex.org/W2963178695","https://openalex.org/W2963456518","https://openalex.org/W2964162474","https://openalex.org/W2964329817","https://openalex.org/W2970606380","https://openalex.org/W2971521446","https://openalex.org/W2974429275","https://openalex.org/W2975156709","https://openalex.org/W2980781235","https://openalex.org/W2981421175","https://openalex.org/W2982464076","https://openalex.org/W2989289980","https://openalex.org/W2989440858","https://openalex.org/W2991236681","https://openalex.org/W2997577891","https://openalex.org/W2998045710","https://openalex.org/W3006360344","https://openalex.org/W3038028469","https://openalex.org/W3059999910","https://openalex.org/W3090615085","https://openalex.org/W3105122387","https://openalex.org/W3111182214","https://openalex.org/W3209546151","https://openalex.org/W4289107582","https://openalex.org/W4297687186","https://openalex.org/W4298221930","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6755616390","https://openalex.org/W6763076800","https://openalex.org/W6769334094"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W1488708774","https://openalex.org/W3094954546","https://openalex.org/W2981906196","https://openalex.org/W1513698804","https://openalex.org/W4310560702","https://openalex.org/W2029712093","https://openalex.org/W1982811510","https://openalex.org/W4255503743","https://openalex.org/W2389015757"],"abstract_inverted_index":{"As":[0],"an":[1],"alternative":[2],"centralized":[3],"systems,":[4],"which":[5,94],"may":[6,95],"prevent":[7],"data":[8,41],"to":[9,17,89,97,134,140,157,168,194],"be":[10],"stored":[11],"in":[12,38,62,118,146,153],"a":[13,27,112],"central":[14],"repository":[15],"due":[16],"its":[18,166],"privacy":[19,32],"and/or":[20],"abundance,":[21],"federated":[22],"learning":[23,100],"(FL)":[24],"is":[25,65,155],"nowadays":[26],"game":[28],"changer":[29],"addressing":[30],"both":[31],"and":[33,80,84,126,165,171,213],"cooperative":[34],"learning.":[35],"It":[36],"succeeds":[37],"keeping":[39],"training":[40,92],"on":[42],"the":[43,71,74,91,103,122,131,142,149,158,173,183,189,196,201,207,216],"devices,":[44],"while":[45,160],"sharing":[46],"locally":[47],"computed":[48],"then":[49],"globally":[50],"aggregated":[51],"models":[52],"throughout":[53],"several":[54],"communication":[55,83,192],"rounds.":[56],"The":[57,176],"selection":[58,117],"of":[59,73,121,151,191,203,210],"clients":[60,132,152],"participating":[61],"FL":[63,143],"process":[64],"currently":[66],"at":[67],"complete/quasi":[68],"randomness.":[69],"However,":[70],"heterogeneity":[72],"client":[75,116,163],"devices":[76],"within":[77],"Internet-of-Things":[78],"environment":[79],"their":[81],"limited":[82],"computation":[85],"resources":[86,133,164],"might":[87],"fail":[88],"complete":[90],"task,":[93],"lead":[96],"many":[98],"discarded":[99,211],"rounds":[101,193],"affecting":[102],"model":[104],"accuracy.":[105],"In":[106],"this":[107],"article,":[108],"we":[109],"propose":[110],"FedMCCS,":[111],"multicriteria-based":[113],"approach":[114],"for":[115,130],"FL.":[119],"All":[120],"CPU,":[123],"memory,":[124],"energy,":[125],"time":[127],"are":[128,138],"considered":[129],"predict":[135],"whether":[136],"they":[137],"able":[139],"perform":[141],"task.":[144],"Particularly,":[145],"each":[147,162],"round,":[148],"number":[150,190,202,209],"FedMCCS":[154,181],"maximized":[156],"utmost,":[159],"considering":[161],"capability":[167],"successfully":[169],"train":[170],"send":[172],"needed":[174],"updates.":[175],"conducted":[177],"experiments":[178],"show":[179],"that":[180],"outperforms":[182],"other":[184],"approaches":[185],"by:":[186],"1)":[187],"reducing":[188],"reach":[195],"intended":[197],"accuracy;":[198],"2)":[199],"maximizing":[200],"clients;":[204],"3)":[205],"handling":[206],"least":[208],"rounds;":[212],"4)":[214],"optimizing":[215],"network":[217],"traffic.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":62},{"year":2024,"cited_by_count":73},{"year":2023,"cited_by_count":88},{"year":2022,"cited_by_count":53},{"year":2021,"cited_by_count":14}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}