{"id":"https://openalex.org/W4290996316","doi":"https://doi.org/10.1109/icc45855.2022.9838329","title":"Resource Allocation for Time-triggered Federated Learning over Wireless Networks","display_name":"Resource Allocation for Time-triggered Federated Learning over Wireless Networks","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4290996316","doi":"https://doi.org/10.1109/icc45855.2022.9838329"},"language":"en","primary_location":{"id":"doi:10.1109/icc45855.2022.9838329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","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/A5055675863","display_name":"Xiaokang Zhou","orcid":"https://orcid.org/0000-0003-3488-4679"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Xiaokang Zhou","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","Department of Engineering, King's College London, London, UK","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Engineering, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009213856","display_name":"Yansha Deng","orcid":"https://orcid.org/0000-0003-1001-7036"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yansha Deng","raw_affiliation_strings":["King’s College London,Department of Engineering,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King’s College London,Department of Engineering,London,UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030572260","display_name":"Huiyun Xia","orcid":"https://orcid.org/0000-0001-5639-1694"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyun Xia","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029661858","display_name":"Shaochuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaochuan Wu","raw_affiliation_strings":["Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Electronics and Information Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061429095","display_name":"Mehdi Bennis","orcid":"https://orcid.org/0000-0003-0261-0171"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mehdi Bennis","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications (CWC),Oulu,Finland,90570"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications (CWC),Oulu,Finland,90570","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0121,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78081583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2810","last_page":"2815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9997000098228455,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.993399977684021,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9581000208854675,"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":0.8581466674804688},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.8302441835403442},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7056134939193726},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5773322582244873},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5761644840240479},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5469990372657776},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5245668888092041},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.5141787528991699},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47350364923477173},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.46394726634025574},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44196510314941406},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42051616311073303},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21366173028945923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8581466674804688},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8302441835403442},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7056134939193726},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5773322582244873},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5761644840240479},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5469990372657776},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5245668888092041},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.5141787528991699},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47350364923477173},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.46394726634025574},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44196510314941406},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42051616311073303},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21366173028945923},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45855.2022.9838329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838329","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2022 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2068728923","https://openalex.org/W2112796928","https://openalex.org/W2162436073","https://openalex.org/W2921434559","https://openalex.org/W2982409974","https://openalex.org/W3036275239","https://openalex.org/W3089655738","https://openalex.org/W3090615085","https://openalex.org/W3093034895","https://openalex.org/W3099980742","https://openalex.org/W3163739719","https://openalex.org/W3187759670","https://openalex.org/W3190501291","https://openalex.org/W4294106961","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6760214840","https://openalex.org/W6771536673","https://openalex.org/W6784479114"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2313989154","https://openalex.org/W1561560534","https://openalex.org/W2391167130","https://openalex.org/W4242263690","https://openalex.org/W2092071486","https://openalex.org/W2071774063","https://openalex.org/W4283067488","https://openalex.org/W4290996316","https://openalex.org/W2155565112"],"abstract_inverted_index":{"The":[0,92],"newly":[1],"emerging":[2],"federated":[3],"learning":[4,14],"(FL)":[5],"framework":[6],"offers":[7],"a":[8,17,47,57],"new":[9],"way":[10],"to":[11,86,102,121,143],"train":[12],"machine":[13],"models":[15],"in":[16,42],"privacy-preserving":[18],"manner.":[19],"However,":[20],"traditional":[21],"FL":[22,49,89,123,126],"algorithms":[23],"are":[24],"based":[25],"on":[26],"an":[27],"event-triggered":[28],"aggregation,":[29],"which":[30,55],"suffers":[31],"from":[32],"stragglers":[33],"and":[34,62,68,82,107,125,145,151],"communication":[35,158],"overhead":[36],"issues.":[37],"To":[38],"address":[39],"these":[40],"issues,":[41],"this":[43],"paper,":[44],"we":[45,76],"present":[46],"time-triggered":[48],"algorithm":[50,135],"(TT-Fed)":[51],"over":[52],"wireless":[53,72],"networks,":[54],"is":[56,95],"generalization":[58],"of":[59,71],"classic":[60],"synchronous":[61],"asynchronous":[63,122,128],"FL.":[64],"Taking":[65],"the":[66,79,88,137,157],"resource-constrained":[67],"unreliable":[69],"nature":[70],"networks":[73],"into":[74,97],"account,":[75],"jointly":[77],"consider":[78],"user":[80],"selection":[81],"bandwidth":[83],"optimization":[84,93],"problem":[85,94],"minimize":[87],"training":[90],"loss.":[91],"decomposed":[96],"tractable":[98],"sub-problems":[99],"with":[100,127],"respect":[101],"each":[103],"global":[104],"aggregation":[105],"round,":[106],"finally":[108],"solved":[109],"by":[110,141],"our":[111,132],"proposed":[112,133],"greedy":[113],"search":[114],"algorithm.":[115],"Simulation":[116],"results":[117],"show":[118],"that":[119],"compared":[120],"(FedAsync)":[124],"tiers":[129],"(FedAT)":[130],"benchmarks,":[131],"TT-Fed":[134],"improves":[136],"converged":[138],"test":[139],"accuracy":[140],"up":[142],"12.5%":[144],"5%,":[146],"respectively,":[147],"under":[148],"highly":[149],"imbalanced":[150],"non-IID":[152],"data,":[153],"while":[154],"substantially":[155],"reducing":[156],"overhead.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}