{"id":"https://openalex.org/W3217774664","doi":"https://doi.org/10.1109/icc45855.2022.9839079","title":"Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression","display_name":"Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W3217774664","doi":"https://doi.org/10.1109/icc45855.2022.9839079","mag":"3217774664"},"language":"en","primary_location":{"id":"doi:10.1109/icc45855.2022.9839079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9839079","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":"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/A5017955145","display_name":"Francois Gauthier","orcid":"https://orcid.org/0000-0001-7126-4394"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Francois Gauthier","raw_affiliation_strings":["Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082804113","display_name":"Vinay Chakravarthi Gogineni","orcid":"https://orcid.org/0000-0003-2171-9623"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Vinay Chakravarthi Gogineni","raw_affiliation_strings":["Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059938646","display_name":"Stefan Werner","orcid":"https://orcid.org/0000-0003-0148-4724"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Stefan Werner","raw_affiliation_strings":["Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Dept. of Electronic Systems,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Dept. of Electronic Systems, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020019430","display_name":"Yih-Fang Huang","orcid":"https://orcid.org/0000-0003-4603-7776"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yih-Fang Huang","raw_affiliation_strings":["University of Notre Dame,Dept. of Electrical Engineering,Notre Dame,IN,USA","Dept. of Electrical Engineering, University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Notre Dame,Dept. of Electrical Engineering,Notre Dame,IN,USA","institution_ids":["https://openalex.org/I107639228"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007045916","display_name":"Anthony Kuh","orcid":"https://orcid.org/0000-0003-2508-5621"},"institutions":[{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Kuh","raw_affiliation_strings":["University of Hawaii,Dept. of Electrical and Computer Engineering,Hawaii,USA","Dept. of Electrical and Computer Engineering, University of Hawaii, Hawaii, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawaii,Dept. of Electrical and Computer Engineering,Hawaii,USA","institution_ids":["https://openalex.org/I1331384533"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of Hawaii, Hawaii, USA","institution_ids":["https://openalex.org/I1331384533"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5191,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.61076067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2828","last_page":"2833"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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":0.998199999332428,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9944000244140625,"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/asynchronous-communication","display_name":"Asynchronous communication","score":0.9209336042404175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.857957124710083},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6669612526893616},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.6409995555877686},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5747369527816772},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4582769572734833},{"id":"https://openalex.org/keywords/asynchronous-learning","display_name":"Asynchronous learning","score":0.42503273487091064},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4144384562969208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2742260992527008},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2113751471042633},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.14124402403831482}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.9209336042404175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.857957124710083},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6669612526893616},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.6409995555877686},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5747369527816772},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4582769572734833},{"id":"https://openalex.org/C2777072894","wikidata":"https://www.wikidata.org/wiki/Q4812204","display_name":"Asynchronous learning","level":5,"score":0.42503273487091064},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4144384562969208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2742260992527008},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2113751471042633},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.14124402403831482},{"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/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"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/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc45855.2022.9839079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc45855.2022.9839079","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":[{"score":0.4300000071525574,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2077904612","https://openalex.org/W2144902422","https://openalex.org/W2530417694","https://openalex.org/W2535838896","https://openalex.org/W2541884796","https://openalex.org/W2807006176","https://openalex.org/W2921434559","https://openalex.org/W2963177408","https://openalex.org/W2989289980","https://openalex.org/W2995653155","https://openalex.org/W2998045710","https://openalex.org/W3021654819","https://openalex.org/W3037871107","https://openalex.org/W3093034895","https://openalex.org/W3103802018","https://openalex.org/W3109847748","https://openalex.org/W3127298899","https://openalex.org/W3136022984","https://openalex.org/W3137257456","https://openalex.org/W3160851275","https://openalex.org/W3180804458","https://openalex.org/W3183853070","https://openalex.org/W3187232590","https://openalex.org/W3187759670","https://openalex.org/W3197619897","https://openalex.org/W3197982360","https://openalex.org/W3207527102","https://openalex.org/W4226181429","https://openalex.org/W4297687186","https://openalex.org/W4318619660","https://openalex.org/W6681302627","https://openalex.org/W6728757088","https://openalex.org/W6752029299","https://openalex.org/W6760214840","https://openalex.org/W6784479114","https://openalex.org/W6802867165"],"related_works":["https://openalex.org/W4226047841","https://openalex.org/W2156559761","https://openalex.org/W3020208395","https://openalex.org/W2496167052","https://openalex.org/W2041343407","https://openalex.org/W4401821536","https://openalex.org/W2058515809","https://openalex.org/W4295242624","https://openalex.org/W2946278724","https://openalex.org/W2024923645"],"abstract_inverted_index":{"Many":[0],"assumptions":[1],"in":[2,16,27,106,132],"the":[3,24,46,70,74,86,96,100,107,114,117,133,141,145,152],"federated":[4,29,81,146],"learning":[5,30,82,108],"literature":[6],"present":[7],"a":[8],"best-case":[9],"scenario":[10],"that":[11],"can":[12],"not":[13],"be":[14,33],"satisfied":[15],"most":[17],"real-world":[18],"applications.":[19],"An":[20],"asynchronous":[21,47,79,134],"setting":[22,48],"reflects":[23],"realistic":[25],"environment":[26],"which":[28],"methods":[31],"must":[32],"able":[34],"to":[35,54,123,139],"operate":[36],"reliably.":[37],"Besides":[38],"varying":[39],"amounts":[40],"of":[41,88,99,116],"non-IID":[42],"data":[43],"at":[44],"participants,":[45],"models":[49],"heterogeneous":[50],"client":[51],"participation":[52,105],"due":[53],"available":[55],"computational":[56],"power":[57],"and":[58,61,69,120],"battery":[59],"constraints":[60],"also":[62],"accounts":[63],"for":[64],"delayed":[65],"communications":[66],"between":[67],"clients":[68],"server.":[71],"To":[72],"reduce":[73,95],"communication":[75,97,153],"overhead":[76],"associated":[77],"with":[78],"online":[80],"(ASO-Fed),":[83],"we":[84,94],"use":[85],"principles":[87],"partial-sharing-based":[89],"communication.":[90],"In":[91],"this":[92],"manner,":[93],"load":[98],"participants":[101],"and,":[102],"therefore,":[103],"render":[104],"task":[109],"more":[110],"accessible.":[111],"We":[112],"prove":[113],"convergence":[115,143],"proposed":[118],"ASO-Fed":[119],"provide":[121],"simulations":[122,129],"analyze":[124],"its":[125],"behavior":[126],"further.":[127],"The":[128],"reveal":[130],"that,":[131],"setting,":[135],"it":[136],"is":[137],"possible":[138],"achieve":[140],"same":[142],"as":[144],"stochastic":[147],"gradient":[148],"(Online-FedSGD)":[149],"while":[150],"reducing":[151],"tenfold.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
