{"id":"https://openalex.org/W3045027907","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145118","title":"Energy-Efficient Radio Resource Allocation for Federated Edge Learning","display_name":"Energy-Efficient Radio Resource Allocation for Federated Edge Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3045027907","doi":"https://doi.org/10.1109/iccworkshops49005.2020.9145118","mag":"3045027907"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops49005.2020.9145118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5004445618","display_name":"Qunsong Zeng","orcid":"https://orcid.org/0000-0002-0600-1229"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qunsong Zeng","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352494","display_name":"Yuqing Du","orcid":"https://orcid.org/0000-0002-9147-656X"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuqing Du","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007131492","display_name":"Kaibin Huang","orcid":"https://orcid.org/0000-0001-8773-4629"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kaibin Huang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020917506","display_name":"Kin K. Leung","orcid":"https://orcid.org/0000-0002-3860-6257"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kin K. Leung","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.9683,"has_fulltext":false,"cited_by_count":284,"citation_normalized_percentile":{"value":0.9969077,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T13553","display_name":"Age of Information Optimization","score":0.9991999864578247,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9922000169754028,"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":0.8255027532577515},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6848107576370239},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6599960327148438},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6090449094772339},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.58406662940979},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5776572823524475},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.572728157043457},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4922396242618561},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.47969385981559753},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.46529826521873474},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.46143388748168945},{"id":"https://openalex.org/keywords/bandwidth-allocation","display_name":"Bandwidth allocation","score":0.45215675234794617},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.450943261384964},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44293367862701416},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39215588569641113},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3685035705566406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23246648907661438},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.17391633987426758},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1482999622821808},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14727303385734558},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09462520480155945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8255027532577515},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6848107576370239},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6599960327148438},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6090449094772339},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.58406662940979},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5776572823524475},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.572728157043457},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4922396242618561},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.47969385981559753},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.46529826521873474},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.46143388748168945},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.45215675234794617},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.450943261384964},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44293367862701416},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39215588569641113},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3685035705566406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23246648907661438},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.17391633987426758},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1482999622821808},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14727303385734558},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09462520480155945},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops49005.2020.9145118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops49005.2020.9145118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6700000166893005,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2397723600","https://openalex.org/W2529165666","https://openalex.org/W2798720628","https://openalex.org/W2891935798","https://openalex.org/W2962788286","https://openalex.org/W2975064142","https://openalex.org/W2981138228","https://openalex.org/W2999074226","https://openalex.org/W3105122387","https://openalex.org/W4297685247","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6748019269","https://openalex.org/W6755052731"],"related_works":["https://openalex.org/W2894114519","https://openalex.org/W4282941432","https://openalex.org/W4322761281","https://openalex.org/W2920581164","https://openalex.org/W4309428690","https://openalex.org/W4238233472","https://openalex.org/W3200145713","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152"],"abstract_inverted_index":{"Edge":[0],"machine":[1],"learning":[2,7,28,104,174],"involves":[3],"the":[4,10,23,60,109,113,133,142,145,168],"development":[5],"of":[6,25,63,135],"algorithms":[8],"at":[9,42,49],"network":[11],"edge":[12,27,50],"to":[13,87,96,120,155],"leverage":[14],"massive":[15],"distributed":[16],"data":[17],"and":[18,45,83,91,160],"computation":[19,92,129,161],"resources.":[20],"Among":[21],"others,":[22],"framework":[24],"federated":[26],"(FEEL)":[29],"is":[30,171],"particularly":[31],"promising":[32],"for":[33,69,80],"its":[34],"data-privacy":[35],"preservation.":[36],"FEEL":[37],"coordinates":[38],"global":[39],"model":[40,47,137],"training":[41,48],"a":[43],"server":[44],"local":[46],"devices":[51,123,156],"over":[52],"wireless":[53],"links.":[54],"In":[55,106],"this":[56],"work,":[57],"we":[58,76],"explore":[59],"new":[61],"direction":[62],"energy-efficient":[64,78],"radio":[65],"resource":[66],"management":[67],"(RRM)":[68],"FEEL.":[70,140],"To":[71],"reduce":[72,97],"devices'":[73,88],"energy":[74,100,164],"consumption,":[75],"propose":[77],"strategies":[79,170],"bandwidth":[81,119],"allocation":[82],"scheduling.":[84],"They":[85],"adapt":[86],"channel":[89],"states":[90],"capacities":[93],"so":[94],"as":[95],"their":[98],"sum":[99],"consumption":[101],"while":[102],"warranting":[103],"performance.":[105],"contrast":[107],"with":[108,124,157],"traditional":[110],"rate-maximization":[111],"designs,":[112],"derived":[114,149],"optimal":[115],"policies":[116],"allocate":[117],"more":[118],"those":[121],"scheduled":[122],"weaker":[125],"channels":[126,159],"or":[127],"poorer":[128],"capacities,":[130],"which":[131],"are":[132],"bottlenecks":[134],"synchronized":[136],"updates":[138],"in":[139,150,173],"On":[141],"other":[143],"hand,":[144],"scheduling":[146],"priority":[147],"function":[148],"closed":[151],"form":[152],"gives":[153],"preferences":[154],"better":[158],"capacities.":[162],"Substantial":[163],"reduction":[165],"contributed":[166],"by":[167],"proposed":[169],"demonstrated":[172],"experiments.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":37},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":57},{"year":2021,"cited_by_count":68},{"year":2020,"cited_by_count":33},{"year":2019,"cited_by_count":6}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}