{"id":"https://openalex.org/W4388895109","doi":"https://doi.org/10.1109/tmc.2023.3335403","title":"Decentralized Federated Learning With Adaptive Configuration for Heterogeneous Participants","display_name":"Decentralized Federated Learning With Adaptive Configuration for Heterogeneous Participants","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4388895109","doi":"https://doi.org/10.1109/tmc.2023.3335403"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2023.3335403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3335403","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","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":"https://openalex.org/A5062964635","display_name":"Yunming Liao","orcid":"https://orcid.org/0000-0002-5065-2600"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunming Liao","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-5065-2600","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018803737","display_name":"Yang Xu","orcid":"https://orcid.org/0000-0003-0839-3892"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-0839-3892","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063184427","display_name":"Hongli Xu","orcid":"https://orcid.org/0000-0003-3831-4577"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-3831-4577","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419769","display_name":"Lun Wang","orcid":"https://orcid.org/0000-0002-9436-7924"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lun Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-9436-7924","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Suzhou Institute for Advanced Research, University of Science and Technology of China, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100737734","display_name":"Chen Qian","orcid":"https://orcid.org/0000-0002-6882-9590"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Qian","raw_affiliation_strings":["Department of Computer Science and Engineering, Jack Baskin School of Engineering, University of California, Oakland, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6882-9590","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jack Baskin School of Engineering, University of California, Oakland, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100728176","display_name":"Chunming Qiao","orcid":"https://orcid.org/0000-0002-4679-6572"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunming Qiao","raw_affiliation_strings":["Department of Computer Science and Engineering, University at Buffalo, Amherst, NY, USA","Department of Computer Science and Engineering, University at Buffalo, The State University of New York, USA"],"raw_orcid":"https://orcid.org/0000-0002-4679-6572","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University at Buffalo, Amherst, NY, USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University at Buffalo, The State University of New York, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.987,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88973524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"6","first_page":"7453","last_page":"7469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9934999942779541,"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/computer-science","display_name":"Computer science","score":0.8544350862503052},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8522400856018066},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6862234473228455},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.666878879070282},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6181313991546631},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.573857307434082},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.49089866876602173},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.46277058124542236},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4296301007270813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.306962251663208},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20765027403831482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8544350862503052},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8522400856018066},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6862234473228455},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.666878879070282},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6181313991546631},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.573857307434082},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.49089866876602173},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.46277058124542236},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4296301007270813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.306962251663208},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20765027403831482},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2023.3335403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3335403","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1785345862","display_name":null,"funder_award_id":"62102391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2734538976","display_name":null,"funder_award_id":"62132015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G337321442","display_name":null,"funder_award_id":"61936019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1825216778","https://openalex.org/W1965680834","https://openalex.org/W1992480370","https://openalex.org/W2034053794","https://openalex.org/W2071187449","https://openalex.org/W2074796812","https://openalex.org/W2087216833","https://openalex.org/W2109213558","https://openalex.org/W2117539524","https://openalex.org/W2154834860","https://openalex.org/W2164463804","https://openalex.org/W2296335794","https://openalex.org/W2401610261","https://openalex.org/W2416799949","https://openalex.org/W2535838896","https://openalex.org/W2556556320","https://openalex.org/W2568772110","https://openalex.org/W2734358244","https://openalex.org/W2783538964","https://openalex.org/W2794834851","https://openalex.org/W2798720628","https://openalex.org/W2807006176","https://openalex.org/W2890601616","https://openalex.org/W2900182564","https://openalex.org/W2912213068","https://openalex.org/W2962771678","https://openalex.org/W2962917900","https://openalex.org/W2963318081","https://openalex.org/W2967314080","https://openalex.org/W2979359324","https://openalex.org/W3006411043","https://openalex.org/W3007385749","https://openalex.org/W3010781917","https://openalex.org/W3011751313","https://openalex.org/W3015636663","https://openalex.org/W3038057116","https://openalex.org/W3047304572","https://openalex.org/W3103853720","https://openalex.org/W3105122387","https://openalex.org/W3175954176","https://openalex.org/W3183269189","https://openalex.org/W3183910508","https://openalex.org/W3187356235","https://openalex.org/W3203503583","https://openalex.org/W3206114081","https://openalex.org/W4206320562","https://openalex.org/W4206358577","https://openalex.org/W4230962939","https://openalex.org/W4285234583","https://openalex.org/W4285302300","https://openalex.org/W4297687186","https://openalex.org/W4297923983","https://openalex.org/W4313192747","https://openalex.org/W4386131770","https://openalex.org/W4386245173","https://openalex.org/W6637373629","https://openalex.org/W6682904396","https://openalex.org/W6684191040","https://openalex.org/W6697144307","https://openalex.org/W6728757088","https://openalex.org/W6738250615","https://openalex.org/W6745458143","https://openalex.org/W6752029299","https://openalex.org/W6752422486","https://openalex.org/W6754529011","https://openalex.org/W6765843025","https://openalex.org/W6766978945","https://openalex.org/W6768511045","https://openalex.org/W6768537144","https://openalex.org/W6774237926","https://openalex.org/W6774439574","https://openalex.org/W6774804355","https://openalex.org/W6789592126","https://openalex.org/W6790212648","https://openalex.org/W6798647746"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W3191964704","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W3162654428","https://openalex.org/W2901937988"],"abstract_inverted_index":{"Data":[0],"generated":[1],"at":[2,191],"the":[3,12,27,31,74,103,129,145,156,161,175,180,199],"network":[4,98,116,146],"edge":[5,15,67,78],"can":[6,178],"be":[7],"processed":[8],"locally":[9],"by":[10,19,66,183,190],"leveraging":[11],"paradigm":[13],"of":[14,76,92,163],"computing":[16],"(EC).":[17],"Aided":[18],"EC,":[20],"decentralized":[21],"federated":[22,35],"learning":[23,46],"(DFL),":[24],"which":[25,88],"overcomes":[26],"single-point-of-failure":[28],"problem":[29],"in":[30,194],"parameter":[32],"server":[33],"based":[34],"learning,":[36],"is":[37],"becoming":[38],"a":[39,108,124],"practical":[40],"and":[41,62,97,115,122,143,154,168,186],"popular":[42],"approach":[43],"for":[44],"machine":[45],"over":[47],"distributed":[48],"data.":[49],"However,":[50],"DFL":[51,84],"faces":[52],"two":[53],"critical":[54],"challenges,":[55],"<italic":[56],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[57],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i.e.</i>":[58],",":[59],"system":[60],"heterogeneity":[61,64],"statistical":[63],"introduced":[65],"devices.":[68],"To":[69],"ensure":[70],"fast":[71],"convergence":[72,125,130,153],"with":[73,198],"existence":[75],"slow":[77],"devices,":[79],"we":[80,132],"present":[81],"an":[82,134],"efficient":[83],"method,":[85],"termed":[86],"FedHP,":[87],"integrates":[89],"adaptive":[90],"control":[91],"both":[93],"local":[94,112,140],"updating":[95,113,141],"frequency":[96,114],"topology":[99,117],"to":[100,150],"better":[101],"support":[102],"heterogeneous":[104,195],"participants.":[105],"We":[106,159],"establish":[107],"theoretical":[109],"relationship":[110],"between":[111],"regarding":[118],"model":[119,157,188],"training":[120],"performance":[121,162],"obtain":[123],"upper":[126],"bound.":[127],"Upon":[128],"bound,":[131],"propose":[133],"optimization":[135],"algorithm":[136],"that":[137,174],"adaptively":[138],"determines":[139],"frequencies":[142],"constructs":[144],"topology,":[147],"so":[148],"as":[149],"speed":[151],"up":[152],"improve":[155,187],"accuracy.":[158],"evaluate":[160],"FedHP":[164,177],"through":[165],"extensive":[166],"simulation":[167],"testbed":[169],"experiments.":[170],"Evaluation":[171],"results":[172],"show":[173],"proposed":[176],"reduce":[179],"completion":[181],"time":[182],"about":[184],"51%":[185],"accuracy":[189],"least":[192],"5%":[193],"scenarios,":[196],"compared":[197],"baselines.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
