{"id":"https://openalex.org/W4386766878","doi":"https://doi.org/10.1109/access.2023.3315771","title":"High-Precision Cluster Federated Learning for Smart Home: An Edge-Cloud Collaboration Approach","display_name":"High-Precision Cluster Federated Learning for Smart Home: An Edge-Cloud Collaboration Approach","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386766878","doi":"https://doi.org/10.1109/access.2023.3315771"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3315771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10252062.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10252062.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100323226","display_name":"Chao Li","orcid":"https://orcid.org/0000-0002-7911-9447"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Li","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005468120","display_name":"Hui Yang","orcid":"https://orcid.org/0009-0005-2034-7735"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031277792","display_name":"Zhengjie Sun","orcid":"https://orcid.org/0000-0002-6437-2896"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengjie Sun","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068243522","display_name":"Qiuyan Yao","orcid":"https://orcid.org/0000-0001-8753-6489"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyan Yao","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436639","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0001-7750-2197"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079469611","display_name":"Ao Yu","orcid":"https://orcid.org/0000-0002-1520-1097"},"institutions":[{"id":"https://openalex.org/I4401726859","display_name":"Kuaishou (China)","ror":"https://ror.org/0258as409","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Yu","raw_affiliation_strings":["Kuaishou Technology Company Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Kuaishou Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I4401726859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074022699","display_name":"Athanasios V. Vasilakos","orcid":"https://orcid.org/0000-0003-1902-9877"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Athanasios V. Vasilakos","raw_affiliation_strings":["College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007210055","display_name":"Sheng Liu","orcid":"https://orcid.org/0000-0003-2365-6013"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Liu","raw_affiliation_strings":["Department of Fundamental Network Technology, China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Fundamental Network Technology, China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100755284","display_name":"Yunbo Li","orcid":"https://orcid.org/0009-0008-0642-3641"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunbo Li","raw_affiliation_strings":["Department of Fundamental Network Technology, China Mobile Research Institute, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Fundamental Network Technology, China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100323226"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2468,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90412836,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"102157","last_page":"102168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9904999732971191,"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"}},{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9699000120162964,"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/cloud-computing","display_name":"Cloud computing","score":0.8478151559829712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.829422116279602},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6116434335708618},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5973663330078125},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5963231921195984},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5899254083633423},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5890758633613586},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.539501428604126},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5132912993431091},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4597260355949402},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4297775626182556},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.42790675163269043},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42355674505233765},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.42327386140823364},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4106904864311218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31667232513427734},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29671555757522583},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19188839197158813}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8478151559829712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.829422116279602},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6116434335708618},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5973663330078125},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5963231921195984},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5899254083633423},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5890758633613586},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.539501428604126},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5132912993431091},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4597260355949402},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4297775626182556},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.42790675163269043},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42355674505233765},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.42327386140823364},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4106904864311218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31667232513427734},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29671555757522583},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19188839197158813},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3315771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10252062.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:775596063757476eb29771070972b8f6","is_oa":true,"landing_page_url":"https://doaj.org/article/775596063757476eb29771070972b8f6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 102157-102168 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3315771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10252062.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4243248722","display_name":null,"funder_award_id":"62271075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5482296693","display_name":null,"funder_award_id":"2122015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6292790459","display_name":null,"funder_award_id":"IPOC2021ZT04","funder_id":"https://openalex.org/F4320326982","funder_display_name":"State Key Laboratory of Information Photonics and Optical Communications"},{"id":"https://openalex.org/G6952592317","display_name":null,"funder_award_id":"62201088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6996132188","display_name":null,"funder_award_id":"62122015","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"},{"id":"https://openalex.org/F4320321470","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59"},{"id":"https://openalex.org/F4320326982","display_name":"State Key Laboratory of Information Photonics and Optical Communications","ror":null},{"id":"https://openalex.org/F4320329515","display_name":"China Mobile Research Institute","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386766878.pdf","grobid_xml":"https://content.openalex.org/works/W4386766878.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2789316321","https://openalex.org/W2892377871","https://openalex.org/W2922515190","https://openalex.org/W2947898397","https://openalex.org/W2980234589","https://openalex.org/W2980910578","https://openalex.org/W2995564810","https://openalex.org/W2999301152","https://openalex.org/W3007967430","https://openalex.org/W3010909364","https://openalex.org/W3018102029","https://openalex.org/W3043971979","https://openalex.org/W3097281440","https://openalex.org/W3109798196","https://openalex.org/W3134843574","https://openalex.org/W3172588403","https://openalex.org/W3193589553","https://openalex.org/W3196371845","https://openalex.org/W3214568394","https://openalex.org/W3215007906","https://openalex.org/W4206094570","https://openalex.org/W4210960727","https://openalex.org/W4212897672","https://openalex.org/W4212984905","https://openalex.org/W4214927057","https://openalex.org/W4226192238","https://openalex.org/W4226519314","https://openalex.org/W4285079201","https://openalex.org/W4285174182","https://openalex.org/W4288391594","https://openalex.org/W4288775957","https://openalex.org/W4289841367","https://openalex.org/W4292264353","https://openalex.org/W4292825924","https://openalex.org/W4293514802","https://openalex.org/W4306952702","https://openalex.org/W4310732377","https://openalex.org/W4316660913","https://openalex.org/W4323338449","https://openalex.org/W6769871928"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"Owing":[0],"to":[1,56,87,119],"the":[2,41,57,89,96,106,121,143,147],"strong":[3],"protection":[4],"of":[5,43,60,105,123,149],"data":[6,49],"privacy,":[7],"federated":[8],"learning":[9],"(FL)":[10],"has":[11],"become":[12],"a":[13,70,79,109],"key":[14],"method":[15],"for":[16,135],"achieving":[17],"intelligent":[18],"decision":[19],"making":[20],"in":[21,37],"smart":[22,38],"homes.":[23],"However,":[24],"under":[25],"realistic":[26],"conditions,":[27],"such":[28],"as":[29],"differentiated":[30],"requirements":[31],"and":[32,45,50,99],"heterogeneous":[33],"service":[34,156],"environments,":[35],"FL":[36,72,84,97],"homes":[39],"faces":[40],"problem":[42],"non-independent":[44],"identically":[46],"distributed":[47],"(non-IID)":[48],"uneven":[51],"computing":[52,125,133],"power,":[53],"which":[54,130],"leads":[55],"poor":[58],"adaptability":[59],"global":[61,150],"models.":[62],"To":[63],"address":[64],"this":[65,67],"issue,":[66],"study":[68],"proposes":[69],"cluster":[71,83],"architecture":[73,145],"based":[74,113],"on":[75,95,114],"edge-cloud":[76,115,124],"collaboration.":[77],"First,":[78],"Gaussian":[80],"mixture":[81],"model-based":[82],"is":[85,117],"proposed":[86,118,144],"improve":[88],"model":[90,110,136],"accuracy":[91,148],"by":[92,127],"clustering":[93],"features":[94],"dataset":[98],"ensuring":[100,153],"an":[101],"independent":[102],"identical":[103],"distribution":[104],"data.":[107],"Subsequently,":[108],"training":[111],"strategy":[112],"collaboration":[116],"achieve":[120],"sharing":[122],"power":[126,134],"split":[128],"learning,":[129],"provides":[131],"sufficient":[132],"training.":[137],"The":[138],"simulation":[139],"results":[140],"show":[141],"that":[142],"improves":[146],"models":[151],"while":[152],"normal":[154],"network":[155],"provision.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
