{"id":"https://openalex.org/W4387958252","doi":"https://doi.org/10.3390/fi15110352","title":"Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning","display_name":"Latency-Aware Semi-Synchronous Client Selection and Model Aggregation for Wireless Federated Learning","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387958252","doi":"https://doi.org/10.3390/fi15110352"},"language":"en","primary_location":{"id":"doi:10.3390/fi15110352","doi":"https://doi.org/10.3390/fi15110352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15110352","pdf_url":"https://www.mdpi.com/1999-5903/15/11/352/pdf?version=1698311944","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/15/11/352/pdf?version=1698311944","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032593874","display_name":"Liangkun Yu","orcid":"https://orcid.org/0000-0003-4062-2499","observed_orcids":["https://orcid.org/0000-0003-4062-2499"]},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liangkun Yu","raw_affiliation_strings":["SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA"],"raw_orcid":"https://orcid.org/0000-0003-4062-2499","affiliations":[{"raw_affiliation_string":"SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089353272","display_name":"Xiang Sun","orcid":"https://orcid.org/0000-0002-6954-7018","observed_orcids":["https://orcid.org/0000-0002-6954-7018"]},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiang Sun","raw_affiliation_strings":["SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA"],"raw_orcid":"https://orcid.org/0000-0002-6954-7018","affiliations":[{"raw_affiliation_string":"SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019814667","display_name":"Rana Albelaihi","orcid":"https://orcid.org/0000-0002-5208-9743","observed_orcids":["https://orcid.org/0000-0002-5208-9743"]},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]},{"id":"https://openalex.org/I4405275539","display_name":"Onaizah Colleges","ror":"https://ror.org/03sha9j83","country_code":"SA","type":"education","lineage":["https://openalex.org/I4405275539"]}],"countries":["SA","US"],"is_corresponding":false,"raw_author_name":"Rana Albelaihi","raw_affiliation_strings":["Department of Computer Science, College of Engineering and Information Technology, Onaizah Colleges, Onaizah 56447, Saudi Arabia","SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Engineering and Information Technology, Onaizah Colleges, Onaizah 56447, Saudi Arabia","institution_ids":["https://openalex.org/I4405275539"]},{"raw_affiliation_string":"SECNet Laboratory, Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM 87131, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100419293","display_name":"Yi Chen","orcid":"https://orcid.org/0000-0003-3669-1643","observed_orcids":["https://orcid.org/0000-0003-3669-1643"]},"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":"Chen Yi","raw_affiliation_strings":["Chongqing Key Laboratory of Signal and Information Processing, School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Signal and Information Processing, School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089353272"],"corresponding_institution_ids":["https://openalex.org/I169521973"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1779},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1779},"fwci":2.0094,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.8823798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"352","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9990000128746033,"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":0.9990000128746033,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.00019999999494757503,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":9.999999747378752e-05,"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/wireless-federated-learning","display_name":"wireless federated learning","score":0.9620000123977661},{"id":"https://openalex.org/keywords/straggler-problem","display_name":"straggler problem","score":0.7979999780654907},{"id":"https://openalex.org/keywords/customer-selection","display_name":"client selection","score":0.8320000171661377},{"id":"https://openalex.org/keywords/latency-aware-scheduling","display_name":"latency-aware scheduling","score":0.7570000290870667},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.7739999890327454},{"id":"https://openalex.org/keywords/lessons","display_name":"lessons","score":0.35899999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9306943416595459},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6891584992408752},{"id":"https://openalex.org/C134448949","wikidata":"https://www.wikidata.org/wiki/Q1384274","display_name":"Expediting","level":2,"score":0.6183657050132751},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5915873050689697},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.505068838596344},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4510379433631897},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.44919654726982117},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4289887249469757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4077126681804657},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37069958448410034},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.346652090549469},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3285016715526581},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3208928108215332},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11484789848327637},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08773204684257507},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08742192387580872},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/fi15110352","doi":"https://doi.org/10.3390/fi15110352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15110352","pdf_url":"https://www.mdpi.com/1999-5903/15/11/352/pdf?version=1698311944","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2210.10311","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.10311","pdf_url":"https://arxiv.org/pdf/2210.10311","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:gam:jftint:v:15:y:2023:i:11:p:352-:d:1267845","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/15/11/352/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:8fd96482e8b845b8b1c2200768c0afe8","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/8fd96482e8b845b8b1c2200768c0afe8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 15, Iss 11, p 352 (2023)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2210.10311","doi":"https://doi.org/10.48550/arxiv.2210.10311","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2210.10311","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.3390/fi15110352","doi":"https://doi.org/10.3390/fi15110352","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15110352","pdf_url":"https://www.mdpi.com/1999-5903/15/11/352/pdf?version=1698311944","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1267318488","display_name":"SCC-PG: Sustainable Vertiports for Bringing Autonomous Drone Swarm Inspection to Oil and Gas Industry Community","funder_award_id":"2323050","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6907095012","display_name":"RINGS: Mobility-driven Spectrum-Agile Resilient mmWave Communication Links for Unmanned Aerial Vehicle Traffic Management in the Sky","funder_award_id":"2148178","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387958252.pdf","grobid_xml":"https://content.openalex.org/works/W4387958252.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2016937404","https://openalex.org/W2112796928","https://openalex.org/W2541884796","https://openalex.org/W2564810971","https://openalex.org/W2612026221","https://openalex.org/W2765170276","https://openalex.org/W2768181417","https://openalex.org/W2798720628","https://openalex.org/W2888561381","https://openalex.org/W2900120080","https://openalex.org/W2914328083","https://openalex.org/W2921008479","https://openalex.org/W2926519916","https://openalex.org/W2954996726","https://openalex.org/W2962950660","https://openalex.org/W2974175488","https://openalex.org/W2978709794","https://openalex.org/W2993897137","https://openalex.org/W2995022099","https://openalex.org/W3035199864","https://openalex.org/W3040216580","https://openalex.org/W3046056026","https://openalex.org/W3092144916","https://openalex.org/W3106416029","https://openalex.org/W3106673115","https://openalex.org/W3109847748","https://openalex.org/W3116579057","https://openalex.org/W3118510992","https://openalex.org/W3118608800","https://openalex.org/W3135099698","https://openalex.org/W3136022984","https://openalex.org/W3174440551","https://openalex.org/W3182828306","https://openalex.org/W3192661977","https://openalex.org/W3208693455","https://openalex.org/W4205522428","https://openalex.org/W4210637496","https://openalex.org/W4224289290","https://openalex.org/W4285503909","https://openalex.org/W4287332481","https://openalex.org/W4385258018","https://openalex.org/W4387353472"],"related_works":["https://openalex.org/W4404592750","https://openalex.org/W7125931046","https://openalex.org/W4400448554","https://openalex.org/W4403407871","https://openalex.org/W4392872040","https://openalex.org/W4285021372","https://openalex.org/W4389371065","https://openalex.org/W4312906660","https://openalex.org/W4413167620","https://openalex.org/W4400447495"],"abstract_inverted_index":{"Federated":[0],"learning":[1],"(FL)":[2],"is":[3],"a":[4,71,134],"collaborative":[5],"machine-learning":[6],"(ML)":[7],"framework":[8],"particularly":[9],"suited":[10],"for":[11,105],"ML":[12],"models":[13,55,68],"requiring":[14],"numerous":[15],"training":[16,49,92],"samples,":[17],"such":[18],"as":[19,82],"Convolutional":[20],"Neural":[21,25],"Networks":[22,26],"(CNNs),":[23],"Recurrent":[24],"(RNNs),":[27],"and":[28,40,102,128,140,158,165],"Random":[29],"Forest,":[30],"in":[31,47,60,160],"the":[32,48,83,90,97,125],"context":[33],"of":[34,162],"various":[35,44],"applications,":[36],"e.g.,":[37],"next-word":[38],"prediction":[39],"eHealth.":[41],"FL":[42,58,76],"involves":[43],"clients":[45,88,112,119],"participating":[46],"process":[50,77],"by":[51,143],"uploading":[52],"their":[53],"local":[54],"to":[56,69,113,171],"an":[57],"server":[59,65],"each":[61],"global":[62,72],"iteration.":[63],"The":[64,74],"aggregates":[66],"these":[67],"update":[70],"model.":[73],"traditional":[75],"may":[78],"encounter":[79],"bottlenecks,":[80],"known":[81],"straggler":[84,126],"problem,":[85],"where":[86],"slower":[87],"delay":[89],"overall":[91],"time.":[93],"This":[94],"paper":[95],"introduces":[96],"Latency-awarE":[98],"Semi-synchronous":[99],"client":[100],"Selection":[101],"mOdel":[103],"aggregation":[104],"federated":[106],"learNing":[107],"(LESSON)":[108],"method.":[109],"LESSON":[110,132,151],"allows":[111],"participate":[114],"at":[115],"different":[116],"frequencies:":[117],"faster":[118],"contribute":[120],"more":[121],"frequently,":[122],"therefore":[123],"mitigating":[124],"problem":[127],"expediting":[129],"convergence.":[130],"Moreover,":[131],"provides":[133],"tunable":[135],"trade-off":[136],"between":[137],"model":[138,168],"accuracy":[139,169],"convergence":[141,163],"rate":[142],"setting":[144],"varying":[145],"deadlines.":[146],"Simulation":[147],"results":[148],"show":[149],"that":[150],"outperforms":[152],"two":[153],"baseline":[154],"methods,":[155],"namely":[156],"FedAvg":[157],"FedCS,":[159],"terms":[161],"speed":[164],"maintains":[166],"higher":[167],"compared":[170],"FedCS.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-10-27T00:00:00"}