{"id":"https://openalex.org/W4386248984","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10226087","title":"Wireless Time-Triggered Federated Learning with Adaptive Local Training Optimization","display_name":"Wireless Time-Triggered Federated Learning with Adaptive Local Training Optimization","publication_year":2023,"publication_date":"2023-05-20","ids":{"openalex":"https://openalex.org/W4386248984","doi":"https://doi.org/10.1109/infocomwkshps57453.2023.10226087"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps57453.2023.10226087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10226087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226087","any_repository_has_fulltext":true},"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/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":"Xiaokang Zhou","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,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/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":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,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/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":["School of Electronics and Information Engineering, Harbin Institute of Technology,Harbin,China","School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology,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"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13583853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9997000098228455,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9951000213623047,"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":0.8307532072067261},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7794444561004639},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7262269258499146},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.583830714225769},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5676616430282593},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5653800368309021},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5315313935279846},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.5155668258666992},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.48154550790786743},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.44768619537353516},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4225916862487793},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42083829641342163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2658769488334656},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2403167486190796},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20601770281791687},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08781355619430542}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307532072067261},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7794444561004639},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7262269258499146},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.583830714225769},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5676616430282593},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5653800368309021},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5315313935279846},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.5155668258666992},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48154550790786743},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.44768619537353516},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4225916862487793},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42083829641342163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2658769488334656},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2403167486190796},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20601770281791687},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08781355619430542},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocomwkshps57453.2023.10226087","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps57453.2023.10226087","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:14671455","is_oa":true,"landing_page_url":"https://doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226087","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"IEEE INFOCOM 2023, IEEE Conference on Computer Communications Workshops, New York(USA), 17-20 May 2023","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:14671455","is_oa":true,"landing_page_url":"https://doi.org/10.1109/INFOCOMWKSHPS57453.2023.10226087","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"IEEE INFOCOM 2023, IEEE Conference on Computer Communications Workshops, New York(USA), 17-20 May 2023","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G198217626","display_name":null,"funder_award_id":"10061781","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G4213530550","display_name":"AI-powered eVolution towards opEn and secuRe edGe architEctures","funder_award_id":"101096034","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G50968855","display_name":null,"funder_award_id":"62271167,62171163,61831002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2604783387","https://openalex.org/W2807006176","https://openalex.org/W2921434559","https://openalex.org/W2951213900","https://openalex.org/W2963318081","https://openalex.org/W3021654819","https://openalex.org/W3089655738","https://openalex.org/W3090615085","https://openalex.org/W3093034895","https://openalex.org/W3109847748","https://openalex.org/W3111182214","https://openalex.org/W3163739719","https://openalex.org/W4224995019","https://openalex.org/W4318619660","https://openalex.org/W6736413256"],"related_works":["https://openalex.org/W2116677773","https://openalex.org/W2155261584","https://openalex.org/W2584231425","https://openalex.org/W2150611273","https://openalex.org/W3162204513","https://openalex.org/W4207086172","https://openalex.org/W2042919702","https://openalex.org/W4225981436","https://openalex.org/W2156185805","https://openalex.org/W2770353918"],"abstract_inverted_index":{"Traditional":[0],"synchronous":[1],"and":[2,15,38,44,78,86],"asynchronous":[3],"federated":[4,27],"learning":[5,28],"suffer":[6],"from":[7],"limitations,":[8],"such":[9],"as":[10],"straggler,":[11],"high":[12],"communication":[13,43],"overhead,":[14],"model":[16,87],"staleness":[17,88],"problems.":[18],"As":[19],"a":[20,31],"generalization":[21],"of":[22,69,76,82,128,145],"the":[23,52,67,74,80,97,111],"former":[24],"two,":[25],"time-triggered":[26],"(TT-Fed)":[29],"offers":[30],"new":[32],"perspective":[33],"to":[34,90,109,123],"alleviate":[35],"these":[36],"problems":[37],"provides":[39],"better":[40],"trade-off":[41],"between":[42],"training":[45,71,106,130],"efficiencies.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,101],"consider":[51],"dynamic":[53],"aggregation":[54],"frequency":[55],"optimization":[56,107,135],"problem":[57],"under":[58,114,142],"constrained":[59,115],"system":[60,112],"resources":[61],"for":[62],"TT-Fed.":[63],"We":[64],"analyze":[65],"how":[66],"number":[68,127],"local":[70,105,129],"epochs":[72],"affects":[73],"performance":[75],"TT-Fed":[77,124],"quantify":[79],"impacts":[81],"distributed":[83],"data":[84,147],"heterogeneity":[85,89],"its":[91],"convergence":[92],"upper":[93,99],"bound.":[94],"Based":[95],"on":[96],"derived":[98],"bound,":[100],"propose":[102],"an":[103],"adaptive":[104,134],"algorithm":[108,136],"minimize":[110],"loss":[113],"resource":[116],"budget.":[117],"Numerical":[118],"simulations":[119],"show":[120],"that":[121],"compared":[122],"with":[125],"fixed":[126],"epochs,":[131],"our":[132],"proposed":[133],"can":[137],"provide":[138],"near":[139],"optimal":[140],"results":[141],"different":[143],"degrees":[144],"non-IID":[146],"distributions.":[148]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}