{"id":"https://openalex.org/W4393036562","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10464466","title":"Probabilistic Client Selection for Asynchronous Wireless Federated Learning","display_name":"Probabilistic Client Selection for Asynchronous Wireless Federated Learning","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393036562","doi":"https://doi.org/10.1109/gcwkshps58843.2023.10464466"},"language":"en","primary_location":{"id":"doi:10.1109/gcwkshps58843.2023.10464466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10464466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","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/A5019105341","display_name":"Jiarong Yang","orcid":"https://orcid.org/0000-0003-1273-4274"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiarong Yang","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology,Guangzhou,China","School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100390907","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0002-9447-0219"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology,Guangzhou,China","School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology,Guangzhou,China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019105341"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.3503,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68391629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"896","last_page":"901"},"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":0.9900000095367432,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9815000295639038,"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":0.8365979790687561},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7755309343338013},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7281720042228699},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5245518684387207},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4934028685092926},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4672204256057739},{"id":"https://openalex.org/keywords/bandwidth-allocation","display_name":"Bandwidth allocation","score":0.4541673958301544},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.45342326164245605},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4516547918319702},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.43652305006980896},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42355862259864807},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4227510690689087},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.4186268150806427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1726704239845276},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07502967119216919},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0687839686870575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8365979790687561},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7755309343338013},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7281720042228699},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5245518684387207},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4934028685092926},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4672204256057739},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.4541673958301544},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.45342326164245605},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4516547918319702},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.43652305006980896},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42355862259864807},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4227510690689087},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.4186268150806427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1726704239845276},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07502967119216919},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0687839686870575},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcwkshps58843.2023.10464466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcwkshps58843.2023.10464466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2068728923","https://openalex.org/W2107710541","https://openalex.org/W2900182564","https://openalex.org/W2963318081","https://openalex.org/W2963821095","https://openalex.org/W3015574552","https://openalex.org/W3015636663","https://openalex.org/W3027223193","https://openalex.org/W3089655738","https://openalex.org/W3093755649","https://openalex.org/W3099106497","https://openalex.org/W3120614079","https://openalex.org/W3136022984","https://openalex.org/W3156711202","https://openalex.org/W3203147379","https://openalex.org/W3203503583","https://openalex.org/W3212431702","https://openalex.org/W3214330255","https://openalex.org/W4226128266","https://openalex.org/W4284671922","https://openalex.org/W4287647398","https://openalex.org/W4312906660","https://openalex.org/W4319654190","https://openalex.org/W4319988669","https://openalex.org/W4387353472","https://openalex.org/W6684191040","https://openalex.org/W6728757088","https://openalex.org/W6784048413","https://openalex.org/W6797027800","https://openalex.org/W6797509392"],"related_works":["https://openalex.org/W2148705057","https://openalex.org/W4251345889","https://openalex.org/W2141211540","https://openalex.org/W1990230466","https://openalex.org/W2044253388","https://openalex.org/W2073876121","https://openalex.org/W2389240193","https://openalex.org/W1999486158","https://openalex.org/W2128382336","https://openalex.org/W2142810995"],"abstract_inverted_index":{"To":[0],"solve":[1,87],"the":[2,34,42,46,51,63,88,95,98,103],"straggler":[3],"problem":[4,58,90],"in":[5,9],"federated":[6],"learning":[7],"(FL),":[8],"this":[10],"paper":[11],"we":[12],"propose":[13],"an":[14,56,83],"asynchronous":[15,67],"wireless":[16],"FL":[17,68],"scheme":[18],"where":[19],"each":[20],"client":[21,53,76],"keeps":[22],"local":[23,31],"updates":[24],"and":[25,69,78],"is":[26,59],"probabilis-tically":[27],"selected":[28],"to":[29,33,61,86],"transmit":[30],"model":[32],"server":[35],"at":[36],"arbitrary":[37],"times.":[38],"We":[39,81],"first":[40],"derive":[41],"(approximate)":[43],"expression":[44],"for":[45],"convergence":[47,64],"rate":[48,65],"based":[49],"on":[50],"probabilistic":[52,75],"selection.":[54],"Then,":[55],"optimization":[57],"formulated":[60],"tradeoff":[62],"of":[66,97],"mobile":[70],"energy":[71],"consumption":[72],"by":[73],"joint":[74],"selection":[77],"bandwidth":[79],"allocation.":[80],"develop":[82],"iterative":[84],"algorithm":[85],"non-convex":[89],"globally":[91],"optimally.":[92],"Experiments":[93],"demonstrate":[94],"superiority":[96],"proposed":[99],"approach":[100],"compared":[101],"with":[102],"traditional":[104],"schemes.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
