{"id":"https://openalex.org/W3046056026","doi":"https://doi.org/10.1109/icc40277.2020.9149138","title":"Device Scheduling with Fast Convergence for Wireless Federated Learning","display_name":"Device Scheduling with Fast Convergence for Wireless Federated Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046056026","doi":"https://doi.org/10.1109/icc40277.2020.9149138","mag":"3046056026"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9149138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-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/A5101631496","display_name":"Wenqi Shi","orcid":"https://orcid.org/0000-0002-9528-0257"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenqi Shi","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021120517","display_name":"Sheng Zhou","orcid":"https://orcid.org/0000-0003-0651-0071"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhou","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079749340","display_name":"Zhisheng Niu","orcid":"https://orcid.org/0000-0003-0420-2024"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhisheng Niu","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101631496"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":22.1375,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.9959124,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"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":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/T13553","display_name":"Age of Information Optimization","score":0.9894000291824341,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.816497266292572},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6204174757003784},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5276612043380737},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4886951744556427},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4783429801464081},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.45140302181243896},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.43499046564102173},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4346429109573364},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42311209440231323},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4209631383419037},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3410015106201172},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.16749414801597595},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16552090644836426},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1520588994026184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816497266292572},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6204174757003784},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5276612043380737},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4886951744556427},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4783429801464081},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.45140302181243896},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.43499046564102173},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4346429109573364},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42311209440231323},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4209631383419037},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3410015106201172},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.16749414801597595},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16552090644836426},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1520588994026184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc40277.2020.9149138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149138","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2107710541","https://openalex.org/W2112796928","https://openalex.org/W2268702383","https://openalex.org/W2798720628","https://openalex.org/W2807006176","https://openalex.org/W2955213239","https://openalex.org/W2963179579","https://openalex.org/W2963333146","https://openalex.org/W2975064142","https://openalex.org/W2975156709","https://openalex.org/W2979359324","https://openalex.org/W2981138228","https://openalex.org/W3038028469","https://openalex.org/W3045027907","https://openalex.org/W3090615085","https://openalex.org/W3100515187","https://openalex.org/W3105122387","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6752029299","https://openalex.org/W6752191696","https://openalex.org/W6759226220","https://openalex.org/W6762036057","https://openalex.org/W6765187480","https://openalex.org/W6765541894","https://openalex.org/W6767131848","https://openalex.org/W6768256413"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4312214821","https://openalex.org/W2497626292","https://openalex.org/W2390344072","https://openalex.org/W3089066832"],"abstract_inverted_index":{"Owing":[0],"to":[1,57,70,128,155,159,185],"the":[2,13,19,23,44,58,63,71,79,90,97,103,130,146,150,160,171,177,180,192,204,208,220,231,240],"increasing":[3],"need":[4],"for":[5],"massive":[6],"data":[7,24,54],"analysis":[8],"and":[9,55,123,136,191,223],"model":[10,64,189,212,243],"training":[11,29,60,109,246],"at":[12],"network":[14],"edge,":[15],"as":[16,18],"well":[17],"rising":[20],"concerns":[21],"about":[22],"privacy,":[25],"a":[26,76,107,119,187,196,216],"new":[27],"distributed":[28],"framework":[30],"called":[31],"federated":[32],"learning":[33,221],"(FL)":[34],"has":[35],"emerged.":[36],"In":[37,116],"each":[38,85],"iteration":[39],"of":[40,78,89,99,134,182],"FL":[41,100],"(called":[42],"round),":[43],"edge":[45],"devices":[46,80,161],"update":[47],"local":[48],"models":[49],"based":[50],"on":[51,93,96],"their":[52],"own":[53],"contribute":[56],"global":[59],"by":[61,139,175],"uploading":[62],"updates":[65],"via":[66],"wireless":[67],"channels.":[68],"Due":[69],"limited":[72],"spectrum":[73],"resources,":[74],"only":[75],"portion":[77],"can":[81],"be":[82],"scheduled":[83],"in":[84,211],"round.":[86,226],"While":[87],"most":[88],"existing":[91],"work":[92],"scheduling":[94,124,173,237],"focuses":[95],"convergence":[98,104,132],"w.r.t.":[101],"rounds,":[102],"performance":[105,133],"under":[106,245],"total":[108],"time":[110,210,247],"budget":[111],"is":[112,126,137,199],"not":[113],"yet":[114],"explored.":[115],"this":[117],"paper,":[118],"joint":[120],"bandwidth":[121,147,158],"allocation":[122,148],"problem":[125],"formulated":[127],"capture":[129],"long-term":[131],"FL,":[135],"solved":[138],"being":[140],"decoupled":[141],"into":[142],"two":[143],"sub-problems.":[144],"For":[145,170],"sub-problem,":[149,174],"derived":[151],"optimal":[152],"solution":[153],"suggests":[154],"allocate":[156],"more":[157],"with":[162,239],"worse":[163],"channel":[164],"conditions":[165],"or":[166],"weaker":[167],"computation":[168],"capabilities.":[169],"device":[172,205],"revealing":[176],"trade-off":[178,218],"between":[179,219],"number":[181],"rounds":[183],"required":[184],"attain":[186],"certain":[188],"accuracy":[190,244],"latency":[193,224],"per":[194,225],"round,":[195],"greedy":[197],"policy":[198,233],"inspired,":[200],"that":[201,206,230],"continuously":[202],"selects":[203],"consumes":[207],"least":[209],"updating":[213],"until":[214],"achieving":[215],"good":[217],"efficiency":[222],"The":[227],"experiments":[228],"show":[229],"proposed":[232],"outperforms":[234],"other":[235],"state-of-the-art":[236],"policies,":[238],"best":[241],"achievable":[242],"budgets.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":41},{"year":2022,"cited_by_count":53},{"year":2021,"cited_by_count":48},{"year":2020,"cited_by_count":25}],"updated_date":"2025-11-08T23:21:52.890332","created_date":"2025-10-10T00:00:00"}
