{"id":"https://openalex.org/W4391496431","doi":"https://doi.org/10.1109/wcsp58612.2023.10404949","title":"Adaptive Waiting Time Asynchronous Federated Learning in Edge Computing","display_name":"Adaptive Waiting Time Asynchronous Federated Learning in Edge Computing","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4391496431","doi":"https://doi.org/10.1109/wcsp58612.2023.10404949"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp58612.2023.10404949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp58612.2023.10404949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/A5100429120","display_name":"Wenhao Liu","orcid":"https://orcid.org/0009-0004-9828-6736"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenhao Liu","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056576426","display_name":"Taiping Cui","orcid":"https://orcid.org/0000-0002-5762-1516"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiping Cui","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005842881","display_name":"Bin Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Shen","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026001950","display_name":"Xiaoge Huang","orcid":"https://orcid.org/0000-0002-4559-9606"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoge Huang","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084338675","display_name":"Qianbin Chen","orcid":"https://orcid.org/0000-0001-6868-6860"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianbin Chen","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065"],"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications,School of Communication and Information Engineering,Chongqing,China,400065","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100429120"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.1746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59959585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"540","last_page":"545"},"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":0.9922999739646912,"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/T13553","display_name":"Age of Information Optimization","score":0.9832000136375427,"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":0.8666831254959106},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.8531091213226318},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7233176231384277},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6705480217933655},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5713604688644409},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5201200246810913},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49954771995544434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26967427134513855},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23845094442367554},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1930234730243683},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08148398995399475}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8666831254959106},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8531091213226318},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7233176231384277},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6705480217933655},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5713604688644409},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5201200246810913},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49954771995544434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26967427134513855},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23845094442367554},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1930234730243683},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08148398995399475},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp58612.2023.10404949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp58612.2023.10404949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2605800822","https://openalex.org/W2798720628","https://openalex.org/W2921434559","https://openalex.org/W2974175488","https://openalex.org/W2982859792","https://openalex.org/W2998045710","https://openalex.org/W3001299093","https://openalex.org/W3026765347","https://openalex.org/W3038426846","https://openalex.org/W3093755649","https://openalex.org/W3102449016","https://openalex.org/W3105122387","https://openalex.org/W3187356235","https://openalex.org/W3215711262","https://openalex.org/W4206358577","https://openalex.org/W4213234812","https://openalex.org/W4285170564","https://openalex.org/W4310050331","https://openalex.org/W4321194975","https://openalex.org/W6728757088","https://openalex.org/W6760214840","https://openalex.org/W6769500930"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918","https://openalex.org/W2122502560"],"abstract_inverted_index":{"This":[0,65,110],"paper":[1,46,88],"introduces":[2],"an":[3,48],"innovative":[4],"solution":[5],"to":[6,80],"enhance":[7],"transportation":[8],"in":[9,93,122,161],"smart":[10],"traffic":[11],"systems":[12],"by":[13,96],"combining":[14],"federated":[15,23,32,94,118,146],"learning":[16,24,33,95,119],"with":[17],"edge":[18],"computing.":[19],"However,":[20],"traditional":[21],"synchronous":[22],"lacks":[25],"efficiency":[26],"for":[27],"real-time":[28],"requirements,":[29],"while":[30],"asynchronous":[31,117,145],"consumes":[34],"more":[35],"energy":[36,78,142],"and":[37,77,83,106,120,139,158],"exhibits":[38],"unstable":[39],"training.":[40],"To":[41],"address":[42],"these":[43],"challenges,":[44],"the":[45,59,69,87,129,149,162],"proposes":[47],"Adaptive":[49],"Waiting":[50],"Time":[51],"Asynchronous":[52],"Federated":[53],"Learning":[54],"(AWTAFL)":[55],"algorithm":[56,66,131],"based":[57],"on":[58],"Dueling":[60],"Double":[61],"Deep":[62],"Q-Network":[63],"(D3QN).":[64],"dynamically":[67],"adjusts":[68],"waiting":[70],"time":[71],"using":[72],"D3QN,":[73],"considering":[74],"task":[75],"progress":[76],"consumption,":[79],"accelerate":[81],"convergence":[82,134],"save":[84],"energy.":[85],"Furthermore,":[86],"improves":[89],"global":[90,151,163],"model":[91,137,164],"aggregation":[92,152],"incorporating":[97],"data":[98],"volume":[99],"weights,":[100],"freshness":[101],"level":[102],"of":[103],"client":[104,107],"parameters,":[105],"contribution":[108],"level.":[109],"comprehensive":[111],"parameter":[112],"weighing":[113],"ensures":[114],"stability":[115,157],"during":[116,144],"aids":[121],"achieving":[123],"convergence.":[124,165],"Experimental":[125],"simulations":[126],"confirm":[127],"that":[128],"proposed":[130],"significantly":[132],"reduces":[133,141,159],"time,":[135],"maintains":[136],"quality,":[138],"effectively":[140],"consumption":[143],"learning.":[147],"Moreover,":[148],"improved":[150],"update":[153],"method":[154],"enhances":[155],"training":[156],"oscillations":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
