{"id":"https://openalex.org/W4410771509","doi":"https://doi.org/10.1109/ojcoms.2025.3574098","title":"DRACO: Decentralized Asynchronous Federated Learning Over Row-Stochastic Wireless Networks","display_name":"DRACO: Decentralized Asynchronous Federated Learning Over Row-Stochastic Wireless Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410771509","doi":"https://doi.org/10.1109/ojcoms.2025.3574098"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2025.3574098","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3574098","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2025.3574098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083572533","display_name":"Eunjeong Jeong","orcid":"https://orcid.org/0000-0001-8838-0463"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Eunjeong Jeong","raw_affiliation_strings":["Department of Computer and Information Science, Linköping University, Linköping, Sweden","Department of Computer and Information Science, Linköping University, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-8838-0463","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Linköping University, Linköping, Sweden","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Department of Computer and Information Science, Linköping University, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088602155","display_name":"Marios Kountouris","orcid":"https://orcid.org/0000-0003-1143-080X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marios Kountouris","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence, University of Granada, Granada, Spain","Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1143-080X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897","https://openalex.org/I4210095677"]},{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, Spain","institution_ids":["https://openalex.org/I173304897","https://openalex.org/I4210095677"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":3.8098,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93041131,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"4818","last_page":"4839"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.996999979019165,"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":0.996999979019165,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9944000244140625,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9846000075340271,"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/asynchronous-communication","display_name":"Asynchronous communication","score":0.8002763986587524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6225904226303101},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5391697287559509},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4620288014411926},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4235844612121582},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3560129702091217},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1864778697490692}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8002763986587524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6225904226303101},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5391697287559509},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4620288014411926},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4235844612121582},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3560129702091217},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1864778697490692}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/ojcoms.2025.3574098","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3574098","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:liu-215400","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-215400","pdf_url":"https://liu.diva-portal.org/smash/get/diva2:1976526/FULLTEXT01","source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:ab900f4baa02472faf42f8cf2ca9b653","is_oa":true,"landing_page_url":"https://doaj.org/article/ab900f4baa02472faf42f8cf2ca9b653","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 6, Pp 4818-4839 (2025)","raw_type":"article"},{"id":"pmh:oai:fr.eurecom:8245","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, 27 May 2025","raw_type":"Journal"},{"id":"pmh:oai:zenodo.org:15606749","is_oa":true,"landing_page_url":"https://doi.org/10.1109/OJCOMS.2025.3574098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, (2025-05-27)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2025.3574098","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2025.3574098","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6729858903","display_name":null,"funder_award_id":"101139068","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W2039140951","https://openalex.org/W2044212084","https://openalex.org/W2063403497","https://openalex.org/W2068584853","https://openalex.org/W2137435346","https://openalex.org/W2344279181","https://openalex.org/W2491705961","https://openalex.org/W2752175744","https://openalex.org/W2794887289","https://openalex.org/W2885464805","https://openalex.org/W2963156126","https://openalex.org/W2965913586","https://openalex.org/W3007318259","https://openalex.org/W3010781917","https://openalex.org/W3014507393","https://openalex.org/W3015522509","https://openalex.org/W3022064003","https://openalex.org/W3097817814","https://openalex.org/W3163739719","https://openalex.org/W3165320103","https://openalex.org/W3177007066","https://openalex.org/W3207184289","https://openalex.org/W4230038347","https://openalex.org/W4281664800","https://openalex.org/W4285280776","https://openalex.org/W4301042676","https://openalex.org/W4308088190","https://openalex.org/W4315488904","https://openalex.org/W4376607887","https://openalex.org/W4385478041","https://openalex.org/W4386065428","https://openalex.org/W4386766438","https://openalex.org/W4387870901","https://openalex.org/W4388311561","https://openalex.org/W4389111253","https://openalex.org/W4389232943","https://openalex.org/W4390871389","https://openalex.org/W4390905619","https://openalex.org/W4391022128","https://openalex.org/W4402775837","https://openalex.org/W6728757088","https://openalex.org/W6730398498","https://openalex.org/W6733793881","https://openalex.org/W6756976665","https://openalex.org/W6758557334","https://openalex.org/W6759063983","https://openalex.org/W6762326562","https://openalex.org/W6777541487","https://openalex.org/W6779452467","https://openalex.org/W6786011310","https://openalex.org/W6791407277","https://openalex.org/W6803271184","https://openalex.org/W6804013628","https://openalex.org/W6838048988","https://openalex.org/W6838710503","https://openalex.org/W6840650747","https://openalex.org/W6841105856","https://openalex.org/W6843044481","https://openalex.org/W6849301735","https://openalex.org/W6849918048","https://openalex.org/W6857377563","https://openalex.org/W6873022821"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2122502560"],"abstract_inverted_index":{"Emerging":[0],"technologies":[1],"and":[2,15,88,108],"use":[3],"cases,":[4],"such":[5,45],"as":[6,46],"smart":[7],"Internet":[8,12],"of":[9,13,154,163],"Things":[10],"(IoT),":[11],"Agents,":[14],"Edge":[16],"AI,":[17],"have":[18],"generated":[19],"significant":[20],"interest":[21],"in":[22,34,134],"training":[23,87],"neural":[24],"networks":[25],"over":[26,71],"fully":[27],"decentralized,":[28],"serverless":[29],"networks.":[30,75],"A":[31],"major":[32],"obstacle":[33],"this":[35,56],"context":[36],"is":[37],"ensuring":[38],"stable":[39],"convergence":[40,125],"without":[41,144],"imposing":[42],"stringent":[43],"assumptions,":[44],"identical":[47],"data":[48],"distributions":[49],"across":[50,141],"devices":[51,83],"or":[52],"synchronized":[53,101],"updates.":[54],"In":[55],"paper,":[57],"we":[58,127],"introduce":[59],"DRACO,":[60],"a":[61,93,123],"novel":[62],"framework":[63],"for":[64,100,114],"decentralized":[65,135],"asynchronous":[66],"Stochastic":[67],"Gradient":[68],"Descent":[69],"(SGD)":[70],"row-stochastic":[72],"gossip":[73],"wireless":[74],"Our":[76],"approach":[77],"leverages":[78],"continuous":[79,94],"communication,":[80],"allowing":[81],"edge":[82],"to":[84],"perform":[85],"local":[86],"exchange":[89],"model":[90],"updates":[91],"along":[92],"timeline,":[95],"thereby":[96],"eliminating":[97],"the":[98,152,160],"need":[99],"timing.":[102],"Additionally,":[103],"our":[104,155],"algorithm":[105],"decouples":[106],"communication":[107,171],"computation":[109],"schedules,":[110],"enabling":[111],"complete":[112],"autonomy":[113],"all":[115],"users":[116,142],"while":[117,137,173],"effectively":[118],"addressing":[119],"straggler":[120],"issues.":[121],"Through":[122],"thorough":[124],"analysis,":[126],"show":[128],"that":[129,158],"DRACO":[130],"achieves":[131],"high":[132],"performance":[133],"optimization":[136],"maintaining":[138,174],"low":[139],"variance":[140],"even":[143],"predefined":[145],"scheduling":[146],"policies.":[147],"Numerical":[148],"experiments":[149],"further":[150],"validate":[151],"effectiveness":[153],"approach,":[156],"demonstrating":[157],"controlling":[159],"maximum":[161],"number":[162],"received":[164],"messages":[165],"per":[166],"client":[167],"significantly":[168],"reduces":[169],"redundant":[170],"costs":[172],"robust":[175],"learning":[176],"performance.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}