{"id":"https://openalex.org/W4400863098","doi":"https://doi.org/10.1007/s00530-024-01386-w","title":"Adaptive client selection and model aggregation for heterogeneous federated learning","display_name":"Adaptive client selection and model aggregation for heterogeneous federated learning","publication_year":2024,"publication_date":"2024-07-21","ids":{"openalex":"https://openalex.org/W4400863098","doi":"https://doi.org/10.1007/s00530-024-01386-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-024-01386-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-024-01386-w","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","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/A5027682048","display_name":"Rui Zhai","orcid":"https://orcid.org/0000-0002-9368-1735"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhai","raw_affiliation_strings":["Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056422432","display_name":"Haozhe Jin","orcid":"https://orcid.org/0000-0002-4085-302X"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haozhe Jin","raw_affiliation_strings":["Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107957299","display_name":"Wei Gong","orcid":"https://orcid.org/0009-0008-9817-5736"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gong","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, 201210, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, 201210, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101896921","display_name":"Ke Lu","orcid":"https://orcid.org/0000-0002-4208-405X"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Lu","raw_affiliation_strings":["School of Engineering Science, University of Chinese Academy of Sciences, Beijing, 100049, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Chinese Academy of Sciences, Beijing, 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006721216","display_name":"Yanhong Liu","orcid":"https://orcid.org/0000-0002-7349-5871"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhong Liu","raw_affiliation_strings":["Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100512617","display_name":"Yalin Song","orcid":"https://orcid.org/0009-0002-4034-2286"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yalin Song","raw_affiliation_strings":["Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101037436","display_name":"Junyang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyang Yu","raw_affiliation_strings":["Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","School of Software, Henan University, Kaifeng, 475004, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Provincial Engineering Research Center of Intelligent Data Processing, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Software, Henan University, Kaifeng, 475004, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101896921"],"corresponding_institution_ids":["https://openalex.org/I173899330","https://openalex.org/I4210165038"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":2.6413,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90799809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"4","first_page":null,"last_page":null},"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/T10927","display_name":"Access Control and Trust","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8305546045303345},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.674073338508606},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5954312086105347},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4880915880203247},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4104733467102051},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40008652210235596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34301263093948364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19865363836288452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8305546045303345},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.674073338508606},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5954312086105347},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4880915880203247},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4104733467102051},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40008652210235596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34301263093948364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19865363836288452}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-024-01386-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-024-01386-w","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G428285620","display_name":null,"funder_award_id":"12201185","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":47,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2112796928","https://openalex.org/W2325658686","https://openalex.org/W2339315338","https://openalex.org/W2798720628","https://openalex.org/W2954124071","https://openalex.org/W2989253922","https://openalex.org/W2995022099","https://openalex.org/W3006360344","https://openalex.org/W3021654819","https://openalex.org/W3029897895","https://openalex.org/W3037913917","https://openalex.org/W3086809868","https://openalex.org/W3105122387","https://openalex.org/W3118608800","https://openalex.org/W3123459983","https://openalex.org/W3133599480","https://openalex.org/W3155189475","https://openalex.org/W3162353295","https://openalex.org/W3170766162","https://openalex.org/W3170790803","https://openalex.org/W3182158470","https://openalex.org/W3188011552","https://openalex.org/W3196371845","https://openalex.org/W3205701848","https://openalex.org/W3209696639","https://openalex.org/W4206236322","https://openalex.org/W4206936477","https://openalex.org/W4210539494","https://openalex.org/W4210712880","https://openalex.org/W4214536145","https://openalex.org/W4220738117","https://openalex.org/W4281388212","https://openalex.org/W4285728720","https://openalex.org/W4287332481","https://openalex.org/W4302363089","https://openalex.org/W4308469556","https://openalex.org/W4313316160","https://openalex.org/W4315701868","https://openalex.org/W4376149513","https://openalex.org/W4380136209","https://openalex.org/W4385338532","https://openalex.org/W4385764213","https://openalex.org/W4386608426","https://openalex.org/W6600103761","https://openalex.org/W6600238479","https://openalex.org/W6600679772"],"related_works":["https://openalex.org/W4298221930","https://openalex.org/W2777914285","https://openalex.org/W3013363440","https://openalex.org/W4287823391","https://openalex.org/W4312762663","https://openalex.org/W4317941881","https://openalex.org/W4229067761","https://openalex.org/W4308527955","https://openalex.org/W4366829214","https://openalex.org/W4381571012"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}