{"id":"https://openalex.org/W4399169098","doi":"https://doi.org/10.1109/tcomm.2024.3407208","title":"Decentralized Federated Learning Over Imperfect Communication Channels","display_name":"Decentralized Federated Learning Over Imperfect Communication Channels","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399169098","doi":"https://doi.org/10.1109/tcomm.2024.3407208"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2024.3407208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2024.3407208","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","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/A5044162704","display_name":"Weicai Li","orcid":"https://orcid.org/0000-0001-5119-8844"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weicai Li","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086282554","display_name":"Tiejun Lv","orcid":"https://orcid.org/0000-0003-4127-2419"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Lv","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544825","display_name":"Wei Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210101388","display_name":"Health Sciences and Nutrition","ror":"https://ror.org/0152bt112","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210101388","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Ni","raw_affiliation_strings":["Data61, Commonwealth Science and Industrial Research Organization (CSIRO), Sydney, NSW, Australia","Data61, Commonwealth Science and Industrial Research Organisation (CSIRO), Sydney, New South Wales, Australia"],"affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Science and Industrial Research Organization (CSIRO), Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210101388","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Data61, Commonwealth Science and Industrial Research Organisation (CSIRO), Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102777906","display_name":"Jingbo Zhao","orcid":"https://orcid.org/0000-0002-4059-0864"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingbo Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089270885","display_name":"Ekram Hossain","orcid":"https://orcid.org/0000-0002-5932-6887"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ekram Hossain","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042307561","display_name":"H. Vincent Poor","orcid":"https://orcid.org/0000-0002-2062-131X"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Vincent Poor","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044162704"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":3.1276,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92399132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"72","issue":"11","first_page":"6973","last_page":"6991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991000294685364,"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":0.9991000294685364,"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":0.993399977684021,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9882000088691711,"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/imperfect","display_name":"Imperfect","score":0.6519621014595032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6199629902839661},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4274154007434845},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3375293016433716},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3362465500831604}],"concepts":[{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.6519621014595032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6199629902839661},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4274154007434845},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3375293016433716},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3362465500831604},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/tcomm.2024.3407208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2024.3407208","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G481716612","display_name":null,"funder_award_id":"ECCS-2335876","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5003439219","display_name":null,"funder_award_id":"62271068","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8554439942","display_name":null,"funder_award_id":"CNS-2128448","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W630423399","https://openalex.org/W2074796812","https://openalex.org/W2091559329","https://openalex.org/W2110100895","https://openalex.org/W2117905067","https://openalex.org/W2963318081","https://openalex.org/W2996845627","https://openalex.org/W3106356772","https://openalex.org/W3109847748","https://openalex.org/W3148526481","https://openalex.org/W3163739719","https://openalex.org/W3196101383","https://openalex.org/W3203789000","https://openalex.org/W3207184289","https://openalex.org/W4200234277","https://openalex.org/W4211051107","https://openalex.org/W4214916569","https://openalex.org/W4250589301","https://openalex.org/W4280551141","https://openalex.org/W4285304498","https://openalex.org/W4290996173","https://openalex.org/W4301042676","https://openalex.org/W4319338887","https://openalex.org/W4319865686","https://openalex.org/W4320713367","https://openalex.org/W4395064458","https://openalex.org/W6728757088","https://openalex.org/W6752191696","https://openalex.org/W6759238902","https://openalex.org/W6774804355","https://openalex.org/W6791518594","https://openalex.org/W6846254260"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2374250903","https://openalex.org/W1546413948","https://openalex.org/W2263832889","https://openalex.org/W2243884323","https://openalex.org/W42072456","https://openalex.org/W2390279801","https://openalex.org/W4243095785","https://openalex.org/W2358668433"],"abstract_inverted_index":{"This":[0],"paper":[1],"analyzes":[2],"the":[3,17,28,38,49,87,91,93,111,116,121,130,146],"impact":[4,122],"of":[5,20,40,83,96,107,113,115,123,149,168],"imperfect":[6,32,46],"communication":[7,67,108,124],"channels":[8,47,55],"on":[9,86,152],"decentralized":[10],"federated":[11],"learning":[12],"(D-FL)":[13],"and":[14,31,56,69,143],"subsequently":[15],"determines":[16],"optimal":[18,94,147,166],"number":[19,95,148,167],"local":[21,63,97,150,169],"aggregations":[22,64,98,151],"per":[23],"training":[24,180],"round,":[25],"adapting":[26],"to":[27,101,134],"network":[29],"topology":[30],"channels.":[33,117],"We":[34],"start":[35],"by":[36,176],"deriving":[37],"bias":[39,59],"locally":[41],"aggregated":[42],"D-FL":[43,84],"models":[44,52],"under":[45],"from":[48],"ideal":[50],"global":[51],"requiring":[53],"perfect":[54],"aggregations.":[57,137],"The":[58],"reveals":[60],"that":[61,76,162],"excessive":[62],"can":[65,126,171],"accumulate":[66],"errors":[68,109,125],"degrade":[70],"convergence.":[71],"Another":[72],"important":[73],"aspect":[74],"is":[75,99,160],"we":[77],"analyze":[78],"a":[79,103],"convergence":[80,131,141],"upper":[81,132],"bound":[82,133],"based":[85],"bias.":[88],"By":[89],"minimizing":[90],"bound,":[92],"identified":[100],"balance":[102],"trade-off":[104],"with":[105,164],"accumulation":[106],"in":[110,179],"absence":[112],"knowledge":[114],"With":[118],"this":[119],"knowledge,":[120],"be":[127],"alleviated,":[128],"allowing":[129],"decrease":[135],"throughout":[136],"Experiments":[138],"validate":[139],"our":[140],"analysis":[142],"also":[144],"identify":[145],"two":[153],"widely":[154],"considered":[155],"image":[156],"classification":[157],"tasks.":[158],"It":[159],"seen":[161],"D-FL,":[163],"an":[165],"aggregations,":[170],"outperform":[172],"its":[173],"potential":[174],"alternatives":[175],"over":[177],"10%":[178],"accuracy.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
