{"id":"https://openalex.org/W4300502888","doi":"https://doi.org/10.1109/icc45855.2022.9838381","title":"Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge","display_name":"Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4300502888","doi":"https://doi.org/10.1109/icc45855.2022.9838381"},"language":"en","primary_location":{"id":"doi:10.1109/icc45855.2022.9838381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838381","pdf_url":null,"source":{"id":"https://openalex.org/S4363607711","display_name":"ICC 2022 - IEEE International Conference on Communications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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/A5075454046","display_name":"Shouxi Luo","orcid":"https://orcid.org/0000-0002-4041-3681"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouxi Luo","raw_affiliation_strings":["Southwest Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101880047","display_name":"Pingzhi Fan","orcid":"https://orcid.org/0000-0002-8281-6251"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingzhi Fan","raw_affiliation_strings":["Southwest Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007865788","display_name":"Huanlai Xing","orcid":"https://orcid.org/0000-0002-6345-7265"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanlai Xing","raw_affiliation_strings":["Southwest Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015538526","display_name":"Long Luo","orcid":"https://orcid.org/0000-0003-1028-8178"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Luo","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101507232","display_name":"Hongfang Yu","orcid":"https://orcid.org/0000-0002-5219-1780"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfang Yu","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4601","last_page":"4606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9970999956130981,"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/T13553","display_name":"Age of Information Optimization","score":0.9941999912261963,"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/bottleneck","display_name":"Bottleneck","score":0.8520172834396362},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8135286569595337},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7128402590751648},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.633070707321167},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5989876985549927},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.588939905166626},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5564336776733398},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5326321721076965},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.4738655090332031},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45825186371803284},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4240879714488983},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.26233458518981934},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19482353329658508},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13294070959091187},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12367516756057739}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8520172834396362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135286569595337},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7128402590751648},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.633070707321167},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5989876985549927},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.588939905166626},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5564336776733398},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5326321721076965},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.4738655090332031},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45825186371803284},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4240879714488983},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.26233458518981934},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19482353329658508},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13294070959091187},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12367516756057739},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45855.2022.9838381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9838381","pdf_url":null,"source":{"id":"https://openalex.org/S4363607711","display_name":"ICC 2022 - IEEE International Conference on Communications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2155903900","https://openalex.org/W2165736616","https://openalex.org/W2579461576","https://openalex.org/W2981994700","https://openalex.org/W2996688537","https://openalex.org/W3001989995","https://openalex.org/W3015516817","https://openalex.org/W3026933316","https://openalex.org/W3038028469","https://openalex.org/W3041971333","https://openalex.org/W3045638580","https://openalex.org/W3047037323","https://openalex.org/W3088731039","https://openalex.org/W3137135510","https://openalex.org/W3153854431","https://openalex.org/W3154219392","https://openalex.org/W4290996318","https://openalex.org/W4294106961","https://openalex.org/W6732133682","https://openalex.org/W6759226220","https://openalex.org/W6760703128","https://openalex.org/W6771536673","https://openalex.org/W6792106764","https://openalex.org/W6794216301"],"related_works":["https://openalex.org/W3116709161","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435"],"abstract_inverted_index":{"Nowadays,":[0],"cross-device":[1,47,73],"federated":[2],"learning":[3],"(FL)":[4],"is":[5],"the":[6,30,35,42,54,59,77,95,116,132,144],"key":[7],"to":[8],"achieving":[9],"personalization":[10],"services":[11],"for":[12,131],"mobile":[13],"users":[14],"and":[15,25,44,102,110,126,141],"has":[16],"been":[17],"widely":[18],"employed":[19],"by":[20,58,85],"companies":[21],"like":[22],"Google,":[23],"Microsoft,":[24],"Alibaba":[26],"in":[27,118],"production.":[28],"With":[29,108],"explosive":[31],"increase":[32],"of":[33,46,62,100,106],"participants,":[34],"central":[36,133],"FL":[37,74,134],"server,":[38,135],"which":[39],"acts":[40],"as":[41],"manager":[43],"aggregator":[45],"model":[48,124],"training,":[49],"would":[50],"get":[51],"overloaded,":[52],"becoming":[53],"system":[55],"bottlenecks.":[56],"Inspired":[57],"emerging":[60],"wave":[61],"edge":[63,70,112],"computing,":[64],"an":[65,88],"interesting":[66],"question":[67],"is:":[68],"could":[69],"clouds":[71],"help":[72],"systems":[75],"overcome":[76],"bottleneck?This":[78],"article":[79],"provides":[80],"a":[81],"cautiously":[82],"optimistic":[83],"answer":[84],"proposing":[86],"INP,":[87],"FL-specific":[89],"In-Network":[90],"Processing":[91],"framework,":[92],"along":[93,115],"with":[94],"novel":[96],"Model":[97,103],"Download":[98],"Protocol":[99,105],"MDP":[101,109],"Upload":[104],"MUP.":[107],"MUP,":[111],"cloud":[113],"nodes":[114],"paths":[117],"INP":[119],"can":[120],"easily":[121],"eliminate":[122],"duplicated":[123],"downloads":[125],"pre-aggregate":[127],"associated":[128],"gradient":[129],"uploads":[130],"thus":[136],"alleviating":[137],"its":[138],"bottleneck":[139],"effect,":[140],"further":[142],"accelerating":[143],"entire":[145],"training":[146],"progress":[147],"significantly.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
