{"id":"https://openalex.org/W3025589752","doi":"https://doi.org/10.1109/lwc.2020.2993837","title":"D2D-Enabled Data Sharing for Distributed Machine Learning at Wireless Network Edge","display_name":"D2D-Enabled Data Sharing for Distributed Machine Learning at Wireless Network Edge","publication_year":2020,"publication_date":"2020-05-12","ids":{"openalex":"https://openalex.org/W3025589752","doi":"https://doi.org/10.1109/lwc.2020.2993837","mag":"3025589752"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2020.2993837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2020.2993837","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless Communications Letters","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/A5005713504","display_name":"Xiaoran Cai","orcid":"https://orcid.org/0000-0002-3278-3754"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Cai","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3278-3754","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067182300","display_name":"Xiaopeng Mo","orcid":"https://orcid.org/0000-0002-7023-4238"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Mo","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7023-4238","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100713116","display_name":"Junyang Chen","orcid":"https://orcid.org/0000-0002-5521-3711"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyang Chen","raw_affiliation_strings":["School of Information Engineering, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5521-3711","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008162410","display_name":"Jie Xu","orcid":"https://orcid.org/0000-0002-4854-8839"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["Future Network of Intelligence Institute, Chinese University of Hong Kong, Shenzhen, China","School of Science and Engineering, Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4854-8839","affiliations":[{"raw_affiliation_string":"Future Network of Intelligence Institute, Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"School of Science and Engineering, Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5207,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.93979904,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"9","first_page":"1457","last_page":"1461"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9904999732971191,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7510138750076294},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5882420539855957},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5741671919822693},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5297219157218933},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.488944411277771},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3924700915813446},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28985241055488586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510138750076294},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5882420539855957},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5741671919822693},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5297219157218933},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.488944411277771},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3924700915813446},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28985241055488586}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lwc.2020.2993837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2020.2993837","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Wireless Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2090423401","display_name":null,"funder_award_id":"61629101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4827837223","display_name":"\u9762\u5411\u7269\u8054\u7f51\u7684\u65e0\u4eba\u673a\u65e0\u7ebf\u4f9b\u80fd\u901a\u4fe1\u7f51\u7edc\u8d44\u6e90\u4f18\u5316\u914d\u7f6e\u7814\u7a76","funder_award_id":"61871137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5765647807","display_name":null,"funder_award_id":"2018YFB1800800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5919707873","display_name":null,"funder_award_id":"2018B030338001","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G7729230939","display_name":null,"funder_award_id":"ZDSYS201707251409055","funder_id":"https://openalex.org/F4320336572","funder_display_name":"Shenzhen Key Laboratory Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320336572","display_name":"Shenzhen Key Laboratory Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1969281101","https://openalex.org/W1981044874","https://openalex.org/W2140502378","https://openalex.org/W2523246573","https://openalex.org/W2541884796","https://openalex.org/W2617766261","https://openalex.org/W2807006176","https://openalex.org/W2889939668","https://openalex.org/W2912213068","https://openalex.org/W2945996667","https://openalex.org/W2963318081","https://openalex.org/W2964004663","https://openalex.org/W2978015420","https://openalex.org/W2981138228","https://openalex.org/W2987685344","https://openalex.org/W3004277316","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6738460352"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365","https://openalex.org/W1595657826"],"abstract_inverted_index":{"Mobile":[0],"edge":[1,10,54,148],"learning":[2,18],"is":[3],"an":[4],"emerging":[5],"technique":[6],"that":[7,119],"enables":[8],"distributed":[9,95,145],"devices":[11,55],"to":[12,69],"collaborate":[13],"in":[14,38,51,67],"training":[15,78,104,129,135],"shared":[16],"machine":[17],"(ML)":[19],"models":[20],"by":[21],"exploiting":[22],"their":[23,57,72],"local":[24,110],"data":[25,48,58,92,123,139],"samples":[26,59,140],"and":[27,94,111,131,143],"communication/computation":[28],"resources.":[29],"To":[30],"deal":[31],"with":[32,97],"the":[33,77,85,98,102,120,128,134,138],"\u201cstraggler's":[34],"dilemma\u201d":[35],"issue":[36],"faced":[37],"this":[39,41,81],"technique,":[40],"letter":[42],"proposes":[43],"a":[44],"new":[45],"device-to-device":[46],"(D2D)-enabled":[47],"sharing":[49,93,124],"approach,":[50],"which":[52],"different":[53],"share":[56],"among":[60,147],"each":[61],"other":[62],"over":[63],"D2D":[64],"communication":[65],"links,":[66],"order":[68],"properly":[70],"adjust":[71],"computation":[73],"loads":[74],"for":[75,89],"increasing":[76],"speed.":[79],"Under":[80],"setup,":[82],"we":[83],"optimize":[84],"radio":[86],"resource":[87],"allocation":[88],"both":[90],"D2D-enabled":[91,122],"training,":[96],"objective":[99],"of":[100,109],"minimizing":[101],"total":[103],"delay":[105],"under":[106],"fixed":[107],"numbers":[108],"global":[112],"iterations":[113],"(for":[114],"training).":[115],"Numerical":[116],"results":[117],"show":[118],"proposed":[121],"design":[125],"significantly":[126],"reduces":[127],"delay,":[130],"also":[132],"enhances":[133],"accuracy":[136],"when":[137],"are":[141],"non-independent":[142],"identically":[144],"(non-IID)":[146],"devices.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
