{"id":"https://openalex.org/W4401070651","doi":"https://doi.org/10.1109/tce.2024.3434671","title":"Joint Optimization of Fairness and Energy Efficiency in Zero-Trust Federated Learning for Consumer Internet of Things: A Lossy Communication Perspective","display_name":"Joint Optimization of Fairness and Energy Efficiency in Zero-Trust Federated Learning for Consumer Internet of Things: A Lossy Communication Perspective","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401070651","doi":"https://doi.org/10.1109/tce.2024.3434671"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3434671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3434671","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","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/A5100614380","display_name":"Kejia Zhang","orcid":"https://orcid.org/0000-0001-9715-6076"},"institutions":[{"id":"https://openalex.org/I55022517","display_name":"Heilongjiang University","ror":"https://ror.org/04zyhq975","country_code":"CN","type":"education","lineage":["https://openalex.org/I55022517"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kejia Zhang","raw_affiliation_strings":["School of Mathematical Science, Heilongjiang University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I55022517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111537539","display_name":"Jialong Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I55022517","display_name":"Heilongjiang University","ror":"https://ror.org/04zyhq975","country_code":"CN","type":"education","lineage":["https://openalex.org/I55022517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialong Sun","raw_affiliation_strings":["School of Mathematical Science, Heilongjiang University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I55022517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108414007","display_name":"Qiaoqiao Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I55022517","display_name":"Heilongjiang University","ror":"https://ror.org/04zyhq975","country_code":"CN","type":"education","lineage":["https://openalex.org/I55022517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoqiao Feng","raw_affiliation_strings":["School of Mathematical Science, Heilongjiang University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I55022517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008505898","display_name":"Xumin Huang","orcid":"https://orcid.org/0000-0003-1819-5398"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xumin Huang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113309051","display_name":"Chunlei Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I55022517","display_name":"Heilongjiang University","ror":"https://ror.org/04zyhq975","country_code":"CN","type":"education","lineage":["https://openalex.org/I55022517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Jiang","raw_affiliation_strings":["School of Mathematical Science, Heilongjiang University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I55022517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037865550","display_name":"M. Shamim Hossain","orcid":"https://orcid.org/0000-0001-5906-9422"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Shamim Hossain","raw_affiliation_strings":["Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100614380"],"corresponding_institution_ids":["https://openalex.org/I55022517"],"apc_list":null,"apc_paid":null,"fwci":1.3901,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84061487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"71","issue":"1","first_page":"1156","last_page":"1166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9966999888420105,"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":0.9966999888420105,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9642999768257141,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9491999745368958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7154478430747986},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.6652846336364746},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6374233961105347},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6315665245056152},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5497184991836548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5177454352378845},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4999229907989502},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4237546920776367},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32400476932525635},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18185174465179443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1308884620666504},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11010357737541199},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10452395677566528}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7154478430747986},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.6652846336364746},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6374233961105347},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6315665245056152},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5497184991836548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5177454352378845},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4999229907989502},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4237546920776367},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32400476932525635},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18185174465179443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1308884620666504},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11010357737541199},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10452395677566528},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3434671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3434671","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2126060647","https://openalex.org/W2397723600","https://openalex.org/W2529165666","https://openalex.org/W2963318081","https://openalex.org/W3010852232","https://openalex.org/W3036376900","https://openalex.org/W3095593352","https://openalex.org/W3108402236","https://openalex.org/W3116026163","https://openalex.org/W4200571688","https://openalex.org/W4283208007","https://openalex.org/W4287332481","https://openalex.org/W4319865686","https://openalex.org/W4386260535","https://openalex.org/W4387010806","https://openalex.org/W4387319219","https://openalex.org/W4387969057","https://openalex.org/W4390204156","https://openalex.org/W4390482255","https://openalex.org/W4390873370","https://openalex.org/W4391249105","https://openalex.org/W4393282264","https://openalex.org/W6728757088","https://openalex.org/W6748019269","https://openalex.org/W6759238902","https://openalex.org/W6767676916","https://openalex.org/W6839016350","https://openalex.org/W6842337771","https://openalex.org/W6856179946"],"related_works":["https://openalex.org/W1995805316","https://openalex.org/W2387503788","https://openalex.org/W2059658550","https://openalex.org/W4287903946","https://openalex.org/W50067980","https://openalex.org/W2999957348","https://openalex.org/W2964219139","https://openalex.org/W2803920876","https://openalex.org/W3042625184","https://openalex.org/W2343292875"],"abstract_inverted_index":{"The":[0,53],"Consumer":[1],"Internet":[2],"of":[3,38,63,73,82,85,96,105,126,130],"Things":[4],"(CIoT)":[5],"represents":[6],"a":[7,36,111,124],"transformative":[8],"technological":[9],"paradigm,":[10],"seamlessly":[11],"integrating":[12],"the":[13,58,70,80,94,102,137,142,164],"digital":[14],"and":[15,20,34,51,61,87,153,167,196],"physical":[16],"worlds":[17],"to":[18,69,118],"enhance":[19],"simplify":[21],"everyday":[22],"life.":[23],"In":[24],"this":[25,76],"context,":[26],"Zero-Trust":[27],"Federated":[28],"Learning":[29],"(ZTFL)":[30],"further":[31,59],"empowers":[32],"CIoT":[33],"spawns":[35],"series":[37],"emerging":[39],"applications.":[40],"However,":[41],"zero-trust":[42],"federated":[43],"learning":[44],"often":[45],"encounters":[46],"bottlenecks":[47],"in":[48,90,93,110,191],"energy":[49,88],"consumption":[50],"efficiency.":[52],"above":[54],"bottleneck":[55],"problems":[56],"hinder":[57],"application":[60],"expansion":[62],"CIoT,":[64],"which":[65],"is":[66],"not":[67],"conducive":[68],"healthy":[71],"development":[72],"CIoT.":[74],"Therefore,":[75],"study":[77],"focuses":[78],"on":[79],"issue":[81],"joint":[83],"optimization":[84,109],"fairness":[86,103],"efficiency":[89],"ZTFL,":[91],"particularly":[92],"context":[95],"lossy":[97,175],"communications.":[98],"This":[99],"research":[100],"explores":[101],"problem":[104],"ZTFL":[106],"by":[107],"Lyapunov":[108],"frequency":[112],"division":[113],"multiple":[114],"access":[115],"(FDMA)":[116],"system":[117],"address":[119],"these":[120],"challenges.":[121],"It":[122],"proposes":[123],"method":[125],"dynamic":[127],"queue":[128],"quantification":[129],"consumer":[131],"electronics":[132],"device":[133],"participation":[134],"that":[135],"considers":[136],"packet":[138],"loss":[139],"rate.":[140],"Analyzing":[141],"objective":[143],"function,":[144],"we":[145,158],"transform":[146],"some":[147],"non-convex":[148],"functions":[149,152],"into":[150],"convex":[151],"provide":[154],"analytical":[155],"solutions.":[156],"Furthermore,":[157],"experimentally":[159],"evaluate":[160],"our":[161,177],"model":[162,179,183],"using":[163],"MNIST,":[165],"Cifar10,":[166],"Cifar100":[168],"datasets,":[169],"with":[170],"results":[171],"showing":[172],"that,":[173],"under":[174],"communications,":[176],"proposed":[178],"can":[180],"significantly":[181],"improve":[182],"accuracy":[184],"while":[185],"maintaining":[186],"an":[187],"average":[188],"26%":[189],"reduction":[190],"communication":[192],"completion.":[193],"Our":[194],"data":[195],"code":[197],"are":[198],"available":[199],"at":[200],"<uri":[201],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[202],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/sunjia123456789/The-Faired-FL</uri>.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
