{"id":"https://openalex.org/W4392152636","doi":"https://doi.org/10.1109/globecom54140.2023.10437407","title":"A Ring Topology-Based Communication-Efficient Scheme for D2D Wireless Federated Learning","display_name":"A Ring Topology-Based Communication-Efficient Scheme for D2D Wireless Federated Learning","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152636","doi":"https://doi.org/10.1109/globecom54140.2023.10437407"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437407","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5018272175","display_name":"Zimu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimu Xu","raw_affiliation_strings":["BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","institution_ids":["https://openalex.org/I12615008"]},{"raw_affiliation_string":"Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Tian","raw_affiliation_strings":["BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","institution_ids":["https://openalex.org/I12615008"]},{"raw_affiliation_string":"Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086834523","display_name":"Yingxin Liu","orcid":"https://orcid.org/0000-0002-0512-6409"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxin Liu","raw_affiliation_strings":["BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","institution_ids":["https://openalex.org/I12615008"]},{"raw_affiliation_string":"Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071365990","display_name":"Wanjun Ning","orcid":null},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanjun Ning","raw_affiliation_strings":["BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","institution_ids":["https://openalex.org/I12615008"]},{"raw_affiliation_string":"Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China","institution_ids":["https://openalex.org/I12615008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057762557","display_name":"Jingjin Wu","orcid":"https://orcid.org/0000-0003-0175-1079"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjin Wu","raw_affiliation_strings":["BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","Guangdong Prov. Key Laboratory of Interdisciplinary Research and Application for Data Science, P. R. China","Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BNU-HKBU United International College,Department of Statistics and Data Science,Guangdong,P. R. China","institution_ids":["https://openalex.org/I12615008"]},{"raw_affiliation_string":"Guangdong Prov. Key Laboratory of Interdisciplinary Research and Application for Data Science, P. R. China","institution_ids":[]},{"raw_affiliation_string":"Department of Statistics and Data Science, BNU-HKBU United International College, Guangdong, P. R. China","institution_ids":["https://openalex.org/I12615008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12615008"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2820","last_page":"2825"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9980000257492065,"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":0.9980000257492065,"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/scheme","display_name":"Scheme (mathematics)","score":0.7837863564491272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.720395565032959},{"id":"https://openalex.org/keywords/ring","display_name":"Ring (chemistry)","score":0.5881253480911255},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5743829011917114},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5600070953369141},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5488229990005493},{"id":"https://openalex.org/keywords/ring-network","display_name":"Ring network","score":0.42247068881988525},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39455538988113403},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.2904858887195587},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1755448579788208},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10915079712867737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10884010791778564},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07773035764694214}],"concepts":[{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7837863564491272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.720395565032959},{"id":"https://openalex.org/C2780378348","wikidata":"https://www.wikidata.org/wiki/Q25351438","display_name":"Ring (chemistry)","level":2,"score":0.5881253480911255},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5743829011917114},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5600070953369141},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5488229990005493},{"id":"https://openalex.org/C122306262","wikidata":"https://www.wikidata.org/wiki/Q719775","display_name":"Ring network","level":3,"score":0.42247068881988525},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39455538988113403},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.2904858887195587},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1755448579788208},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10915079712867737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10884010791778564},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07773035764694214},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437407","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2082440976","https://openalex.org/W2955213239","https://openalex.org/W2991236681","https://openalex.org/W2995022099","https://openalex.org/W3021654819","https://openalex.org/W3045638580","https://openalex.org/W3086809868","https://openalex.org/W3091075746","https://openalex.org/W3160851275","https://openalex.org/W3207184289","https://openalex.org/W4221149636","https://openalex.org/W4292083457","https://openalex.org/W4296207781","https://openalex.org/W6765541894","https://openalex.org/W6768511045","https://openalex.org/W6773817997"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2105887828","https://openalex.org/W2122599759","https://openalex.org/W4236520801","https://openalex.org/W1537234410","https://openalex.org/W1995022398","https://openalex.org/W2385859455","https://openalex.org/W2378150941","https://openalex.org/W2126586126","https://openalex.org/W2118201077"],"abstract_inverted_index":{"Federated":[0],"learning":[1],"(FL)":[2],"is":[3,118],"an":[4,26,97],"emerging":[5],"technique":[6],"aiming":[7],"at":[8],"improving":[9],"communication":[10,55],"efficiency":[11],"in":[12,31,65,93,136,147],"distributed":[13],"networks,":[14,33],"where":[15,153],"many":[16],"clients":[17],"often":[18],"request":[19],"to":[20,25,39,44,57,88,102,128,141,150],"transmit":[21],"their":[22],"calculated":[23],"parameters":[24],"FL":[27,64],"server":[28],"simultaneously.":[29],"However,":[30],"wireless":[32,46,66,86],"the":[34,59,90,104,108,124,129,134],"above":[35],"mechanism":[36],"may":[37],"lead":[38],"prolonged":[40],"transmission":[41,47,61,125,138],"time":[42,62,126,139],"due":[43],"unreliable":[45],"and":[48,95,120],"limited":[49],"bandwidth.":[50],"This":[51],"paper":[52],"proposes":[53],"a":[54,77],"scheme":[56],"minimize":[58],"uplink":[60,137],"for":[63],"networks.":[67],"The":[68],"proposed":[69,116],"approach":[70,117],"consists":[71],"of":[72,107],"two":[73],"major":[74],"elements,":[75],"namely":[76],"modified":[78],"Ring":[79],"All-reduce":[80],"(MRAR)":[81],"architecture":[82],"that":[83,114],"integrates":[84],"D2D":[85],"communications":[87],"facilitate":[89],"commu-nication":[91],"process":[92],"FL,":[94,152],"applies":[96],"Ant":[98],"Colony":[99],"Optimization-based":[100],"algorithm":[101],"identify":[103],"optimal":[105],"composition":[106],"MRAR":[109],"architecture.":[110],"Numerical":[111],"results":[112],"show":[113],"our":[115],"robust":[119],"can":[121,144],"significantly":[122],"reduce":[123],"compared":[127,140],"conventional":[130],"star":[131],"topology.":[132],"Notably,":[133],"reduction":[135],"baseline":[142],"policies":[143],"be":[145],"substantial":[146],"scenarios":[148],"applicable":[149],"large-scale":[151],"client":[154],"devices":[155],"are":[156],"densely":[157],"distributed.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}