{"id":"https://openalex.org/W4385384995","doi":"https://doi.org/10.1007/978-3-031-40467-2_8","title":"Client Selection Based on\u00a0Diversity Scaling for\u00a0Federated Learning on\u00a0Non-IID Data","display_name":"Client Selection Based on\u00a0Diversity Scaling for\u00a0Federated Learning on\u00a0Non-IID Data","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385384995","doi":"https://doi.org/10.1007/978-3-031-40467-2_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-40467-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40467-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Client_Selection_Based_on_Diversity_Scaling_for_Federated_Learning_on_Non-IID_Data/24040647","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066390950","display_name":"Yuechao Ren","orcid":"https://orcid.org/0000-0001-7973-4784"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yuechao Ren","raw_affiliation_strings":["Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7973-4784","affiliations":[{"raw_affiliation_string":"Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005494115","display_name":"Atul Sajjanhar","orcid":"https://orcid.org/0000-0002-0445-0573"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Atul Sajjanhar","raw_affiliation_strings":["Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0445-0573","affiliations":[{"raw_affiliation_string":"Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008929449","display_name":"Shang Gao","orcid":"https://orcid.org/0000-0002-2947-7780"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shang Gao","raw_affiliation_strings":["Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2947-7780","affiliations":[{"raw_affiliation_string":"Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049314231","display_name":"Seng W. Loke","orcid":"https://orcid.org/0000-0002-5339-9305"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seng Loke","raw_affiliation_strings":["Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5339-9305","affiliations":[{"raw_affiliation_string":"Deakin University, 221 Burwood Hwy, Burwood, VIC, 3125, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066390950"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"137"},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9884999990463257,"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"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9810000061988831,"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/upload","display_name":"Upload","score":0.8506190776824951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7964675426483154},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.667262852191925},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6374536156654358},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5425288677215576},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.50299471616745},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.4306626617908478},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.41476157307624817},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3908974230289459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3420425057411194},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.309327632188797},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09493911266326904},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07480663061141968}],"concepts":[{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.8506190776824951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7964675426483154},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.667262852191925},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6374536156654358},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5425288677215576},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.50299471616745},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.4306626617908478},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.41476157307624817},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3908974230289459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3420425057411194},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.309327632188797},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09493911266326904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07480663061141968},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-40467-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-40467-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:figshare.com:article/24040647","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Client_Selection_Based_on_Diversity_Scaling_for_Federated_Learning_on_Non-IID_Data/24040647","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24040647","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Client_Selection_Based_on_Diversity_Scaling_for_Federated_Learning_on_Non-IID_Data/24040647","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2472333518","https://openalex.org/W2797816609","https://openalex.org/W2798720628","https://openalex.org/W2963318081","https://openalex.org/W2982464076","https://openalex.org/W3047304572","https://openalex.org/W3059999910","https://openalex.org/W3105122387","https://openalex.org/W3111182214","https://openalex.org/W3126228234","https://openalex.org/W3156841666","https://openalex.org/W3163584387","https://openalex.org/W3170790803","https://openalex.org/W6600019823","https://openalex.org/W6600075759","https://openalex.org/W6600140940"],"related_works":["https://openalex.org/W1983811306","https://openalex.org/W2365093105","https://openalex.org/W2130966263","https://openalex.org/W2358742051","https://openalex.org/W2516405122","https://openalex.org/W2089848187","https://openalex.org/W1485627940","https://openalex.org/W4299384970","https://openalex.org/W2318668049","https://openalex.org/W2044534846"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}