{"id":"https://openalex.org/W4404520471","doi":"https://doi.org/10.1109/jiot.2024.3502403","title":"Efficient and Intelligent Multijob Federated Learning in Wireless Networks","display_name":"Efficient and Intelligent Multijob Federated Learning in Wireless Networks","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404520471","doi":"https://doi.org/10.1109/jiot.2024.3502403"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3502403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3502403","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jiajin Wang","orcid":"https://orcid.org/0009-0000-9342-7190"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiajin Wang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0000-9342-7190","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062335127","display_name":"Ne Wang","orcid":"https://orcid.org/0000-0002-3821-785X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ne Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Sai Kung, Hong Kong","Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-3821-785X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Sai Kung, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024396134","display_name":"Ruiting Zhou","orcid":"https://orcid.org/0000-0001-9681-6482"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiting Zhou","raw_affiliation_strings":["School of Computer Science Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9681-6482","affiliations":[{"raw_affiliation_string":"School of Computer Science Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100374506","display_name":"Bo Li","orcid":"https://orcid.org/0000-0003-2083-9105"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Sai Kung, Hong Kong","Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-2083-9105","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Sai Kung, Hong Kong","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67810398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":"7","first_page":"8685","last_page":"8698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9940000176429749,"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":0.9940000176429749,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9707000255584717,"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"}},{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9395999908447266,"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":0.8352495431900024},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5128398537635803},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5030197501182556},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.492313027381897},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48550891876220703},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21946966648101807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352495431900024},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5128398537635803},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5030197501182556},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.492313027381897},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48550891876220703},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21946966648101807}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2024.3502403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3502403","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:repository.hkust.edu.hk:1783.1-146877","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-146877","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2069979655","https://openalex.org/W2400861403","https://openalex.org/W2893743372","https://openalex.org/W2914552210","https://openalex.org/W2978709794","https://openalex.org/W3038426846","https://openalex.org/W3047304572","https://openalex.org/W3095593352","https://openalex.org/W3109847748","https://openalex.org/W3111838140","https://openalex.org/W3124156460","https://openalex.org/W3155189475","https://openalex.org/W3205444512","https://openalex.org/W3215249070","https://openalex.org/W4200630381","https://openalex.org/W4220738117","https://openalex.org/W4283798991","https://openalex.org/W4284680045","https://openalex.org/W4285309724","https://openalex.org/W4286375442","https://openalex.org/W4301852635","https://openalex.org/W4312191413","https://openalex.org/W4312535328","https://openalex.org/W4382657829","https://openalex.org/W4386245216","https://openalex.org/W4386432042","https://openalex.org/W4386709704","https://openalex.org/W4386883083","https://openalex.org/W4390576704","https://openalex.org/W4390603935","https://openalex.org/W4392909808","https://openalex.org/W4398201779","https://openalex.org/W6738383168","https://openalex.org/W6785816710","https://openalex.org/W6795916790"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Federated":[0],"learning":[1,17],"(FL)":[2],"has":[3],"emerged":[4],"as":[5,27,71],"an":[6,223],"innovative":[7,157],"paradigm":[8],"designed":[9],"to":[10,32,121,160,173,193,209,254,258,315,318],"protect":[11],"privacy":[12],"by":[13,313],"enabling":[14],"collaborative":[15],"machine":[16],"(ML)":[18],"model":[19],"training":[20,61,79,100,124],"across":[21],"multiple":[22,55,81,136,174,241],"data":[23],"owners":[24],"(also":[25],"known":[26,70],"clients)":[28],"without":[29],"the":[30,75,90,166,205,217,246,266,274,303],"need":[31],"access":[33],"clients\u2019":[34,195,211],"raw":[35],"data.":[36],"The":[37],"majority":[38],"of":[39,66,77,89,93,106,128,268,276,306],"existing":[40],"FL":[41,56,78,149,321],"research":[42],"concentrates":[43],"on":[44],"scenarios":[45],"where":[46],"a":[47,63,68,146,177,251,259],"single":[48,260],"job":[49],"necessitates":[50],"training.":[51],"In":[52],"practical":[53],"applications,":[54],"jobs":[57,82,94,137,242],"can":[58],"simultaneously":[59],"undergo":[60],"using":[62,292],"common":[64],"pool":[65],"clients,":[67,96],"scenario":[69],"multijob":[72,148],"FL.":[73],"However,":[74],"problem":[76],"with":[80,115],"remains":[83],"open":[84],"and":[85,95,102,109,132,140,197,234,237,273,294,310],"presents":[86],"significant":[87],"challenges":[88],"escalated":[91],"heterogeneity":[92],"complex":[97],"tradeoffs":[98],"between":[99],"latency":[101,196],"energy":[103,130,198,232,308],"consumption,":[104,131,233,309],"uncertainty":[105],"client":[107,116,167,181,225,257,270,279],"quality,":[108],"potential":[110],"linear":[111],"switching":[112,133,162,183,281,311],"cost":[113,134,199,275,312],"associated":[114],"selection.":[117],"This":[118],"work":[119],"aims":[120],"jointly":[122],"optimize":[123],"efficiency":[125],"in":[126,138],"terms":[127],"latency,":[129,231,307],"for":[135,245],"stochastic":[139],"dynamic":[141],"environments.":[142],"Specifically,":[143],"we":[144,164,187,203,221,249,287],"propose":[145,222],"novel":[147],"framework,":[150],"named":[151],"<monospace":[152,289,299],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[153,290,300],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">EffI-FL</monospace>,":[154],"incorporating":[155],"three":[156],"designs:":[158],"1)":[159],"reduce":[161],"cost,":[163],"extend":[165],"selection":[168,226,271],"interval":[169],"from":[170],"every":[171],"round":[172],"rounds,":[175],"called":[176],"block,":[178],"within":[179],"which":[180],"subset":[182,280],"is":[184],"prohibited;":[185],"2)":[186],"employ":[188],"multiarmed":[189],"bandit":[190],"(MAB)":[191],"methods":[192],"measure":[194],"under":[200],"uncertainty.":[201],"Additionally,":[202],"utilize":[204],"virtual":[206],"queue":[207],"technique":[208],"trace":[210],"battery":[212,235],"usage":[213],"patterns.":[214],"By":[215],"integrating":[216],"above":[218],"client-side":[219],"knowledge,":[220],"adaptive":[224],"policy":[227,272],"aimed":[228],"at":[229],"balancing":[230],"condition;":[236],"3)":[238],"given":[239],"that":[240,265,298],"may":[243],"compete":[244],"same":[247],"client,":[248],"devise":[250],"greedy":[252],"algorithm":[253,282],"assign":[255],"each":[256],"job.":[261],"We":[262],"rigorously":[263],"prove":[264],"regret":[267],"our":[269,277],"block-wise":[278],"are":[283],"both":[284],"sublinear.":[285],"Finally,":[286],"implement":[288],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">EffI-FL</monospace>":[291,301],"PyTorch":[293],"conduct":[295],"experiments":[296],"demonstrating":[297],"reduces":[302],"weighted":[304],"sum":[305],"up":[314],"52.3%":[316],"compared":[317],"four":[319],"state-of-the-art":[320],"frameworks.":[322]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
