{"id":"https://openalex.org/W4392152843","doi":"https://doi.org/10.1109/globecom54140.2023.10437830","title":"Semi-Asynchronous Federated Edge Learning for Over-the-Air Computation","display_name":"Semi-Asynchronous Federated Edge Learning for Over-the-Air Computation","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152843","doi":"https://doi.org/10.1109/globecom54140.2023.10437830"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437830","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5084603511","display_name":"Zhoubin Kou","orcid":"https://orcid.org/0009-0009-0551-6229"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"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":"Zhoubin Kou","raw_affiliation_strings":["Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085516014","display_name":"Yun Ji","orcid":"https://orcid.org/0000-0002-0369-8745"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"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":"Yun Ji","raw_affiliation_strings":["Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681423","display_name":"Xiaoxiong Zhong","orcid":"https://orcid.org/0000-0001-9307-6247"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiong Zhong","raw_affiliation_strings":["Peng Cheng Laboratory,Shenzhen,P.R. China,518000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory,Shenzhen,P.R. China,518000","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394047","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0003-2170-2602"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"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 Zhang","raw_affiliation_strings":["Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen International Graduate School, Tsinghua University,Shenzhen,China,518055","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1351","last_page":"1356"},"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.991100013256073,"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":0.8034742474555969},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6717822551727295},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5698772072792053},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5437608361244202},{"id":"https://openalex.org/keywords/asynchronous-learning","display_name":"Asynchronous learning","score":0.4942193329334259},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.44802579283714294},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4391520619392395},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32030680775642395},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30449873208999634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24600565433502197},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20853441953659058},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.16959771513938904},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10896569490432739},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.10688278079032898},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.06046408414840698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8034742474555969},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6717822551727295},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5698772072792053},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5437608361244202},{"id":"https://openalex.org/C2777072894","wikidata":"https://www.wikidata.org/wiki/Q4812204","display_name":"Asynchronous learning","level":5,"score":0.4942193329334259},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.44802579283714294},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4391520619392395},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32030680775642395},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30449873208999634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24600565433502197},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20853441953659058},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.16959771513938904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10896569490432739},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.10688278079032898},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.06046408414840698},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.0},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"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/globecom54140.2023.10437830","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1592347417","https://openalex.org/W2604738573","https://openalex.org/W2969343398","https://openalex.org/W2981138228","https://openalex.org/W2999074226","https://openalex.org/W3212053965","https://openalex.org/W4224995019","https://openalex.org/W4281263728","https://openalex.org/W4322731240","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W4226047841","https://openalex.org/W2156559761","https://openalex.org/W3020208395","https://openalex.org/W2496167052","https://openalex.org/W1956936791","https://openalex.org/W2041343407","https://openalex.org/W4401821536","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Over-the-air":[0],"Computation":[1],"(AirComp)":[2],"has":[3],"been":[4],"demonstrated":[5],"as":[6],"an":[7],"effective":[8],"transmission":[9],"scheme":[10,26,59],"to":[11,61,129],"boost":[12],"the":[13,44,63,67,71,81,95,100,106,132,138,142,153,158],"efficiency":[14,65],"of":[15,66,73,85,99,110,131,152],"federated":[16],"edge":[17,89,111],"learning":[18],"(FEEL).":[19],"However,":[20],"existing":[21],"FEEL":[22,55,68,101,160],"systems":[23],"with":[24,57,137],"AirComp":[25,58],"often":[27],"employ":[28],"traditional":[29],"synchronous":[30,159],"aggregation":[31,36,54,115],"mechanisms":[32],"for":[33,146],"local":[34],"model":[35,86,103],"in":[37,70,76],"each":[38,114],"global":[39,102],"round,":[40],"which":[41],"suffer":[42],"from":[43,88],"stragglers":[45],"issues.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,93],"propose":[51],"a":[52],"semi-asynchronous":[53],"mechanism":[56],"(PAOTA)":[60],"improve":[62],"training":[64,143],"system":[69],"case":[72],"significant":[74],"heterogeneity":[75],"data":[77],"and":[78,83,157],"devices.":[79],"Taking":[80],"staleness":[82],"divergence":[84],"updates":[87],"devices":[90,112],"into":[91],"consideration,":[92],"minimize":[94],"convergence":[96,126],"upper":[97],"bound":[98],"by":[104],"adjusting":[105],"uplink":[107],"transmit":[108],"power":[109],"at":[113],"period.":[116],"The":[117],"simulation":[118],"results":[119],"demonstrate":[120],"that":[121,130,151],"our":[122],"proposed":[123],"algorithm":[124,161],"achieves":[125],"performance":[127],"close":[128],"ideal":[133,154],"Local":[134,155],"SGD.":[135],"Furthermore,":[136],"same":[139],"target":[140],"accuracy,":[141],"time":[144],"required":[145],"PAOTA":[147],"is":[148],"less":[149],"than":[150],"SGD":[156],"via":[162],"AirComp.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
