{"id":"https://openalex.org/W4401508934","doi":"https://doi.org/10.1109/infocom52122.2024.10621376","title":"Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression","display_name":"Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401508934","doi":"https://doi.org/10.1109/infocom52122.2024.10621376"},"language":"en","primary_location":{"id":"doi:10.1109/infocom52122.2024.10621376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","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/A5039549377","display_name":"Xiaoxin Su","orcid":"https://orcid.org/0000-0001-9514-1102"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxin Su","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029669009","display_name":"Yipeng Zhou","orcid":"https://orcid.org/0000-0003-1533-0865"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yipeng Zhou","raw_affiliation_strings":["Macquarie University,School of Computing, Faculty of Science and Engineering,Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University,School of Computing, Faculty of Science and Engineering,Sydney,Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002534955","display_name":"Laizhong Cui","orcid":"https://orcid.org/0000-0003-1991-290X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laizhong Cui","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"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":"Song Guo","raw_affiliation_strings":["The Hong Kong University of Science and Technology,Department of Computer Science and Engineering,HKSAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology,Department of Computer Science and Engineering,HKSAR","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039549377"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":1.7454,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86848338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1271","last_page":"1280"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9980999827384949,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/expediting","display_name":"Expediting","score":0.9533467888832092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7831712961196899},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.7016249895095825},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5718396902084351},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.423550009727478},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3260999917984009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2323802411556244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06540510058403015}],"concepts":[{"id":"https://openalex.org/C134448949","wikidata":"https://www.wikidata.org/wiki/Q1384274","display_name":"Expediting","level":2,"score":0.9533467888832092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7831712961196899},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.7016249895095825},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5718396902084351},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.423550009727478},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3260999917984009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2323802411556244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06540510058403015},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom52122.2024.10621376","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-142771","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-142771","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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307285","display_name":"Impact Fund","ror":"https://ror.org/00jb20j87"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W569478347","https://openalex.org/W2194775991","https://openalex.org/W2332485628","https://openalex.org/W2606722458","https://openalex.org/W2899254093","https://openalex.org/W2963318081","https://openalex.org/W2982409974","https://openalex.org/W2995022099","https://openalex.org/W3015636663","https://openalex.org/W3019945581","https://openalex.org/W3091097978","https://openalex.org/W3093895572","https://openalex.org/W3099980742","https://openalex.org/W3111009493","https://openalex.org/W3124349893","https://openalex.org/W3133696297","https://openalex.org/W3150499543","https://openalex.org/W3152624284","https://openalex.org/W3153024127","https://openalex.org/W3155963862","https://openalex.org/W3156794839","https://openalex.org/W3162353295","https://openalex.org/W3182158470","https://openalex.org/W3201879251","https://openalex.org/W4205492944","https://openalex.org/W4253731216","https://openalex.org/W4290837926","https://openalex.org/W4318619660","https://openalex.org/W4321484191","https://openalex.org/W4381085527","https://openalex.org/W4401352466","https://openalex.org/W6728757088","https://openalex.org/W6738460352","https://openalex.org/W6746839373","https://openalex.org/W6748019269","https://openalex.org/W6754416507","https://openalex.org/W6760703128","https://openalex.org/W6765541894","https://openalex.org/W6789169260","https://openalex.org/W6790212648","https://openalex.org/W6790690058","https://openalex.org/W6794216301","https://openalex.org/W6841432945"],"related_works":["https://openalex.org/W2024632604","https://openalex.org/W2085395339","https://openalex.org/W2071999521","https://openalex.org/W2068005943","https://openalex.org/W2010478499","https://openalex.org/W4317792299","https://openalex.org/W2050011582","https://openalex.org/W2071715249","https://openalex.org/W2051220639","https://openalex.org/W2091881573"],"abstract_inverted_index":{"Recently,":[0],"federated":[1],"learning":[2],"(FL)":[3],"has":[4,38],"gained":[5],"momentum":[6],"because":[7,149],"of":[8,49,94,194],"its":[9,66],"capability":[10],"in":[11,47,62,65,170,192],"preserving":[12],"data":[13],"privacy.":[14],"To":[15,32,79],"conduct":[16,176],"model":[17,24,100,110,120,130,163,195],"training":[18],"by":[19,179],"FL,":[20],"multiple":[21],"clients":[22,106,126],"exchange":[23],"updates":[25,131],"with":[26,89],"a":[27,43],"parameter":[28,51],"server":[29,52],"via":[30],"Internet.":[31],"accelerate":[33],"the":[34,50,60,77,103,114,123,133,150,171,189],"communication":[35,144,198],"speed,":[36],"it":[37],"been":[39],"explored":[40],"to":[41,53,58,113,116,132,166,183],"deploy":[42,59],"programmable":[44],"switch":[45],"(PS)":[46],"lieu":[48],"coordinate":[54],"clients.":[55,158],"The":[56,159],"challenge":[57],"PS":[61,115,134,160],"FL":[63],"lies":[64],"scarce":[67],"memory":[68,72,141],"space,":[69],"prohibiting":[70],"running":[71],"consuming":[73],"aggregation":[74,169],"algorithms":[75],"on":[76],"PS.":[78],"overcome":[80],"this":[81],"challenge,":[82],"we":[83,175],"propose":[84],"Federated":[85],"Learning":[86],"in-network":[87],"Aggregation":[88],"Compression":[90],"(FediAC)":[91],"algorithm,":[92],"consisting":[93],"two":[95],"phases:":[96],"client":[97],"voting":[98],"and":[99,143,197],"aggregating.":[101],"In":[102,122],"former":[104],"phase,":[105,125],"report":[107],"their":[108],"significant":[109,119,129],"update":[111,164],"indices":[112,165],"estimate":[117],"global":[118,128],"updates.":[121],"latter":[124],"upload":[127],"for":[135],"aggregation.":[136],"FediAC":[137,186],"consumes":[138],"much":[139],"less":[140],"space":[142],"traffic":[145],"than":[146],"existing":[147],"works":[148],"first":[151],"phase":[152],"can":[153],"guarantee":[154],"consensus":[155],"compression":[156],"across":[157],"easily":[161],"aligns":[162],"swiftly":[167],"complete":[168],"second":[172],"phase.":[173],"Finally,":[174],"extensive":[177],"experiments":[178],"using":[180],"public":[181],"datasets":[182],"demonstrate":[184],"that":[185],"remarkably":[187],"surpasses":[188],"state-of-the-art":[190],"baselines":[191],"terms":[193],"accuracy":[196],"traffic.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
