{"id":"https://openalex.org/W4396817371","doi":"https://doi.org/10.1109/jiot.2024.3399404","title":"AoU-Based Local Update and User Scheduling for Semi-Asynchronous Online Federated Learning in Wireless Networks","display_name":"AoU-Based Local Update and User Scheduling for Semi-Asynchronous Online Federated Learning in Wireless Networks","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4396817371","doi":"https://doi.org/10.1109/jiot.2024.3399404"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3399404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3399404","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/AoU-based_local_update_and_user_scheduling_for_semi-asynchronous_online_federated_learning_in_wireless_networks/26090062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102717477","display_name":"Jianing Zheng","orcid":"https://orcid.org/0000-0001-8815-7632"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianing Zheng","raw_affiliation_strings":["Department of Communication Engineering, Jilin University, Changchun, Jilin, China"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012932733","display_name":"Xiaolan Liu","orcid":"https://orcid.org/0000-0002-7500-9128"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaolan Liu","raw_affiliation_strings":["Institute for Digital Technologies, Loughborough University, London, U.K"],"affiliations":[{"raw_affiliation_string":"Institute for Digital Technologies, Loughborough University, London, U.K","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060434608","display_name":"Zhuang Ling","orcid":"https://orcid.org/0000-0002-8670-1398"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuang Ling","raw_affiliation_strings":["Department of Communication Engineering, Jilin University, Changchun, Jilin, China"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015682839","display_name":"Fengye Hu","orcid":"https://orcid.org/0000-0002-5694-4057"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengye Hu","raw_affiliation_strings":["Department of Communication Engineering, Jilin University, Changchun, Jilin, China"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering, Jilin University, Changchun, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102717477"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":1.0325,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79353368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"11","issue":"18","first_page":"29673","last_page":"29688"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9944000244140625,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9930999875068665,"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":0.8897968530654907},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7475106716156006},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6544003486633301},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5946687459945679},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5095027089118958},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46697187423706055},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4386720061302185},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3699210286140442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2780584394931793},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.09074446558952332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8897968530654907},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7475106716156006},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6544003486633301},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5946687459945679},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5095027089118958},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46697187423706055},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4386720061302185},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3699210286140442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2780584394931793},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.09074446558952332},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":3,"locations":[{"id":"doi:10.1109/jiot.2024.3399404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3399404","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/7510837e-3806-4606-a34c-38f2088eb6a3","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/7510837e-3806-4606-a34c-38f2088eb6a3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zheng, J, Liu, X, Ling, Z & Hu, F 2024, 'AoU-Based Local Update and User Scheduling for Semi-Asynchronous Online Federated Learning in Wireless Networks', IEEE Internet of Things Journal, vol. 11, no. 18, pp. 29673-29688. https://doi.org/10.1109/JIOT.2024.3399404","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:figshare.com:article/26090062","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/AoU-based_local_update_and_user_scheduling_for_semi-asynchronous_online_federated_learning_in_wireless_networks/26090062","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/26090062","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/AoU-based_local_update_and_user_scheduling_for_semi-asynchronous_online_federated_learning_in_wireless_networks/26090062","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1548628162","display_name":null,"funder_award_id":"62201224","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":43,"referenced_works":["https://openalex.org/W1994348297","https://openalex.org/W2126341321","https://openalex.org/W2129320047","https://openalex.org/W2145134605","https://openalex.org/W2522123397","https://openalex.org/W2624989916","https://openalex.org/W2800017313","https://openalex.org/W2807731816","https://openalex.org/W2921319277","https://openalex.org/W2972570881","https://openalex.org/W2975128548","https://openalex.org/W2975156709","https://openalex.org/W2989289980","https://openalex.org/W3000451561","https://openalex.org/W3008821091","https://openalex.org/W3009830560","https://openalex.org/W3011766871","https://openalex.org/W3015574552","https://openalex.org/W3015636663","https://openalex.org/W3043758338","https://openalex.org/W3059999910","https://openalex.org/W3097615968","https://openalex.org/W3114889185","https://openalex.org/W3126228234","https://openalex.org/W3131052410","https://openalex.org/W3135231128","https://openalex.org/W3136022984","https://openalex.org/W3159243351","https://openalex.org/W3163739719","https://openalex.org/W3176727796","https://openalex.org/W3203503583","https://openalex.org/W3209859025","https://openalex.org/W3212336307","https://openalex.org/W4210425674","https://openalex.org/W4290997080","https://openalex.org/W4296212103","https://openalex.org/W4312795736","https://openalex.org/W4320018413","https://openalex.org/W4386281092","https://openalex.org/W6681449375","https://openalex.org/W6692488971","https://openalex.org/W6728757088","https://openalex.org/W6767676916"],"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":{"With":[0],"the":[1,4,10,63,99,102,129,132,148,155,164,168,171,175,183,186,189,197,205,223,237,242],"advent":[2],"of":[3,13,30,101,135,147,174,188,244],"5G":[5],"and":[6,9,33,123,185,219,240],"6G":[7],"eras":[8],"explosive":[11],"growth":[12],"mobile":[14],"users,":[15,91],"machine":[16],"learning":[17,67,73,214],"(ML)":[18],"is":[19,93,160,179],"increasingly":[20],"used":[21],"for":[22,37],"extracting":[23],"important":[24],"information":[25],"from":[26],"a":[27,54,70,109],"large":[28],"amount":[29],"generated":[31],"data":[32,79],"making":[34],"intelligent":[35],"decisions":[36],"complex":[38],"environments.":[39],"Especially,":[40],"distributed":[41,55,59,72],"ML":[42,51],"techniques":[43],"are":[44,194],"getting":[45],"more":[46],"attention":[47],"to":[48,95,98,163,182],"enable":[49],"training":[50],"models":[52],"in":[53],"manner":[56],"by":[57],"exploiting":[58],"computational":[60],"resources":[61],"at":[62,167],"network":[64],"edge.":[65],"Federated":[66],"(FL)":[68],"as":[69],"classical":[71],"approach":[74],"can":[75],"not":[76],"only":[77],"protect":[78],"privacy":[80],"but":[81],"also":[82,142],"reduce":[83],"communication":[84,234],"overhead.":[85],"However,":[86],"it":[87],"requires":[88],"synchrony":[89],"among":[90],"which":[92],"hard":[94],"satisfy":[96],"due":[97],"heterogeneity":[100],"wireless":[103],"networks.":[104],"Hence,":[105],"we":[106],"first":[107],"propose":[108],"clustering-based":[110],"semi-asynchronous":[111],"Online":[112],"FL":[113],"with":[114,119,138,208,232],"AoU-based":[115],"local":[116,125],"update":[117],"(CSAOFL-ALU)":[118],"importance-based":[120],"user":[121,190,210,225,245],"clustering":[122],"AsynFL-ALU-based":[124],"update.":[126],"After":[127],"that,":[128],"BS":[130],"aggregates":[131],"cluster":[133,137],"model":[134,157],"each":[136],"synchronous":[139],"FL.":[140],"We":[141],"provide":[143],"mathematical":[144],"convergence":[145,158,172],"analysis":[146],"CSAOFL-ALU":[149,229],"algorithm.":[150],"The":[151,192,228],"results":[152,202],"show":[153],"that":[154,204],"global":[156,176],"rate":[159],"inversely":[161,180],"proportional":[162,181],"users\u2019":[165],"AoU,":[166],"same":[169],"time,":[170],"bound":[173],"loss":[177],"function":[178],"size":[184],"importance":[187],"dataset.":[191,200],"experiments":[193],"conducted":[195],"on":[196],"non-IID":[198],"MINST":[199],"Numerical":[201],"demonstrate":[203],"proposed":[206],"AsynFL-ALU":[207],"priority-based":[209],"scheduling":[211,226],"achieves":[212],"better":[213],"performance":[215],"than":[216,222,236],"fully":[217],"AsynFL,":[218],"converges":[220,230],"faster":[221,231],"baseline":[224,238],"schemes.":[227],"less":[233],"time":[235],"algorithms":[239],"increases":[241],"fairness":[243],"participation.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}