{"id":"https://openalex.org/W3114717814","doi":"https://doi.org/10.1109/wcsp49889.2020.9299815","title":"Device Scheduling for Energy-Efficient Federated Learning over Wireless Network Based on TDMA Mode","display_name":"Device Scheduling for Energy-Efficient Federated Learning over Wireless Network Based on TDMA Mode","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3114717814","doi":"https://doi.org/10.1109/wcsp49889.2020.9299815","mag":"3114717814"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp49889.2020.9299815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp49889.2020.9299815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Wireless Communications and Signal Processing (WCSP)","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/A5050302142","display_name":"Youqiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youqiang Hu","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006819425","display_name":"Hejiao Huang","orcid":"https://orcid.org/0000-0002-2030-957X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hejiao Huang","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065117485","display_name":"Nuo Yu","orcid":"https://orcid.org/0000-0003-4189-0903"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nuo Yu","raw_affiliation_strings":["Anhui Polytechnic University, Wuhu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Polytechnic University, Wuhu, China","institution_ids":["https://openalex.org/I70908550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8125,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79906248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"291"},"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":0.9943000078201294,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.993399977684021,"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":0.8271768093109131},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6765795946121216},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6107917428016663},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6066998839378357},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5370468497276306},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5159414410591125},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.45319899916648865},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.44087615609169006},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44054940342903137},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3860059976577759},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3676280379295349},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3503762483596802},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3346762955188751},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15808779001235962},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.12388461828231812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09877961874008179}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271768093109131},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6765795946121216},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6107917428016663},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6066998839378357},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5370468497276306},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5159414410591125},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.45319899916648865},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.44087615609169006},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44054940342903137},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3860059976577759},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3676280379295349},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3503762483596802},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3346762955188751},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15808779001235962},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.12388461828231812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09877961874008179},{"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/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/wcsp49889.2020.9299815","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp49889.2020.9299815","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[{"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":15,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2150516182","https://openalex.org/W2541884796","https://openalex.org/W2920095265","https://openalex.org/W2955213239","https://openalex.org/W2975156709","https://openalex.org/W2978422189","https://openalex.org/W2995653155","https://openalex.org/W3009934096","https://openalex.org/W3046056026","https://openalex.org/W3178176830","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6765541894","https://openalex.org/W6774027288"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W3037018281","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W2070735207","https://openalex.org/W4214747436","https://openalex.org/W2953002963","https://openalex.org/W4293061881"],"abstract_inverted_index":{"With":[0],"the":[1,32,44,49,92,95,102,106,126,135,155,162,182,188,198],"help":[2],"of":[3,94,144,177,190,203,210],"edge":[4,45,70],"computing,":[5],"Federated":[6],"Learning":[7],"(FL)":[8],"has":[9],"become":[10],"a":[11,60,113,120,146],"promising":[12],"machine":[13],"learning":[14],"model":[15,23,61,67],"training":[16,50,62,83,163],"paradigm.":[17],"It":[18],"enables":[19],"users":[20],"to":[21,31,57,100,152],"train":[22],"on":[24,77,134],"their":[25],"devices":[26,53,65,148,192],"without":[27],"uploading":[28],"private":[29],"data":[30],"cloud":[33],"servers":[34],"for":[35],"centralized":[36],"training,":[37,108,156],"thus":[38],"avoiding":[39],"security":[40],"risks.":[41],"In":[42,98],"FL,":[43],"server,":[46],"served":[47],"as":[48,112,138],"organizer,":[51],"schedules":[52],"in":[54,59,105,154,201],"its":[55,78],"coverage":[56],"join":[58],"activity.":[63],"The":[64],"receive":[66],"parameters":[68,75],"from":[69],"server":[71],"and":[72,118,129,141,212],"update":[73],"this":[74,82],"based":[76],"local":[79],"dataset.":[80],"However,":[81],"paradigm":[84],"may":[85],"cause":[86],"large":[87],"energy":[88,103,160,204],"consumption,":[89],"which":[90,157],"affects":[91],"endurance":[93],"mobile":[96],"devices.":[97],"order":[99],"optimize":[101],"consumption":[104],"FL":[107],"we":[109],"formulate":[110],"it":[111,194],"nonlinear":[114],"integer":[115],"programming":[116],"problem,":[117],"design":[119],"device":[121],"scheduling":[122],"strategy":[123,173],"by":[124,207],"adopting":[125],"classification":[127],"method":[128],"hybrid":[130],"branch-and-bound":[131],"algorithm.":[132],"Based":[133],"information,":[136],"such":[137],"CPU":[139],"capacity":[140],"channel":[142],"state":[143],"devices,":[145],"reasonable":[147],"set":[149],"is":[150],"scheduled":[151],"participate":[153],"consumes":[158],"lower":[159],"with":[161,181],"delay":[164],"constraint":[165],"obeyed.":[166],"Simulation":[167],"results":[168],"show":[169],"that":[170],"our":[171],"proposed":[172],"can":[174,195],"reduce":[175],"43.3%":[176],"traversed":[178],"nodes":[179],"compared":[180],"conventional":[183],"best-first":[184],"search":[185],"strategy.":[186],"When":[187],"number":[189],"total":[191],"increases,":[193],"also":[196],"outperform":[197],"existing":[199],"methods":[200],"terms":[202],"reduction":[205],"rate":[206],"an":[208],"average":[209],"14.3%":[211],"10.7%":[213],"respectively.":[214]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
