{"id":"https://openalex.org/W4399169309","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539451","title":"Wireless Decentralized Federated Learning with Energy-Constrained Clients","display_name":"Wireless Decentralized Federated Learning with Energy-Constrained Clients","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4399169309","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539451"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot58464.2023.10539451","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wf-iot58464.2023.10539451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040499269","display_name":"Sili Wu","orcid":"https://orcid.org/0000-0001-7980-3460"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sili Wu","raw_affiliation_strings":["School of EIE, The University of Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EIE, The University of Sydney","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784818","display_name":"Sheng Shen","orcid":"https://orcid.org/0000-0003-4734-1008"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sheng Shen","raw_affiliation_strings":["School of EIE, The University of Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EIE, The University of Sydney","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064721659","display_name":"Phee Lep Yeoh","orcid":"https://orcid.org/0000-0002-2516-4226"},"institutions":[{"id":"https://openalex.org/I174025329","display_name":"University of the Sunshine Coast","ror":"https://ror.org/016gb9e15","country_code":"AU","type":"education","lineage":["https://openalex.org/I174025329"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Phee Lep Yeoh","raw_affiliation_strings":["School of Sci Tech and Eng, University of the Sunshine Coast"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Sci Tech and Eng, University of the Sunshine Coast","institution_ids":["https://openalex.org/I174025329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068478144","display_name":"Teng Joon Lim","orcid":"https://orcid.org/0000-0002-3356-2240"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Teng Joon Lim","raw_affiliation_strings":["School of EIE, The University of Sydney"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EIE, The University of Sydney","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"01","last_page":"06"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9789000153541565,"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/computer-science","display_name":"Computer science","score":0.8369998931884766},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.5838392972946167},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5588948726654053},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5374627113342285},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5176275372505188},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5129313468933105},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4621599018573761},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.44483911991119385},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4331572949886322},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.42706114053726196},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.41668933629989624},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14462029933929443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8369998931884766},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.5838392972946167},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5588948726654053},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5374627113342285},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5176275372505188},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5129313468933105},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4621599018573761},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.44483911991119385},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4331572949886322},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.42706114053726196},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.41668933629989624},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14462029933929443},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot58464.2023.10539451","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wf-iot58464.2023.10539451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2007339694","https://openalex.org/W2194775991","https://openalex.org/W2535690855","https://openalex.org/W2535838896","https://openalex.org/W2617960902","https://openalex.org/W2768181417","https://openalex.org/W2769644379","https://openalex.org/W2945262235","https://openalex.org/W2963819344","https://openalex.org/W2990700079","https://openalex.org/W3018464563","https://openalex.org/W3021026170","https://openalex.org/W3038057116","https://openalex.org/W3093755649","https://openalex.org/W3156310591","https://openalex.org/W3211903965","https://openalex.org/W4205909103","https://openalex.org/W4281397870","https://openalex.org/W4297687186","https://openalex.org/W6728757088","https://openalex.org/W6738250615","https://openalex.org/W6746200960","https://openalex.org/W6759238902","https://openalex.org/W6762326562"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W2767445978","https://openalex.org/W1592978631","https://openalex.org/W4255106211","https://openalex.org/W4280503768","https://openalex.org/W4280593074","https://openalex.org/W2766329713","https://openalex.org/W2120644424","https://openalex.org/W2290626493"],"abstract_inverted_index":{"Machine":[0],"Learning":[1,41],"(ML)":[2],"is":[3,43,183],"a":[4,46,72,117,145,162,199],"critical":[5],"tool":[6],"for":[7,33,204],"data-driven":[8],"classification":[9],"and":[10,80,86,135,175,194,217],"regression":[11],"tasks.":[12],"With":[13],"the":[14,28,123,133,151,156,166,186,213,218,221],"increasing":[15],"availability":[16],"of":[17,75,83,127,137,161,165,189,223],"computationally":[18],"powerful":[19],"wireless":[20,35,118],"edge":[21],"devices,":[22],"distributed":[23,227],"ML":[24],"has":[25,68],"been":[26,92],"in":[27,30,116,226],"spotlight":[29],"recent":[31],"years":[32],"largescale":[34],"applications.":[36],"In":[37,109],"that":[38,149,197],"domain,":[39],"Federated":[40],"(FL)":[42],"attractive":[44],"as":[45,71],"means":[47],"to":[48,94,102,173,211],"preserve":[49],"data":[50,138],"privacy":[51],"while":[52],"enabling":[53,99],"joint":[54],"model":[55,104,146,167],"training":[56],"amongst":[57],"multiple":[58],"clients":[59,85,169],"with":[60,178],"their":[61],"own":[62],"private":[63],"data.":[64],"However,":[65],"traditional":[66],"FL":[67,89,115],"limitations":[69],"such":[70,198],"single":[73],"point":[74],"failure,":[76],"high":[77],"communication":[78],"overhead":[79],"uncertain":[81],"trustworthiness":[82],"both":[84],"aggregator.":[87],"Decentralized":[88],"methods":[90],"have":[91],"proposed":[93],"address":[95],"these":[96],"concerns":[97],"by":[98],"each":[100,128],"client":[101,129],"aggregate":[103],"updates":[105],"from":[106],"other":[107],"clients.":[108],"this":[110],"paper,":[111],"we":[112,143,195,215],"investigate":[113],"decentralized":[114],"system,":[119],"taking":[120],"into":[121],"account":[122],"transmission":[124,171],"energy":[125,157,232],"budget":[126],"which":[130],"fundamentally":[131],"limits":[132],"range":[134,172,192],"bandwidth":[136],"communications.":[139],"To":[140],"do":[141],"so,":[142],"propose":[144],"partitioning":[147],"method":[148,214,225],"highlights":[150],"design":[152],"choices":[153],"available":[154],"within":[155,230],"constraint":[158],"-":[159],"sharing":[160,177],"larger":[163],"partition":[164,190],"among":[168],"requires":[170],"shrink":[174],"therefore":[176],"fewer":[179],"neighboring":[180],"nodes.":[181],"It":[182],"non-obvious":[184],"what":[185],"best":[187],"setting":[188,200],"size/transmission":[191],"is,":[193],"demonstrate":[196],"can":[201],"be":[202],"found":[203],"particular":[205],"deployments.":[206],"We":[207],"further":[208],"conducted":[209],"simulations":[210],"validate":[212],"proposed,":[216],"results":[219],"demonstrated":[220],"practicality":[222],"our":[224],"systems":[228],"operating":[229],"an":[231],"budget.":[233]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
