{"id":"https://openalex.org/W7134171018","doi":"https://doi.org/10.1109/bigdata66926.2025.11402570","title":"Adaptive Federated Learning with Dynamic Client Selection and Heterogeneous Data Distribution for Large-Scale IoT Applications","display_name":"Adaptive Federated Learning with Dynamic Client Selection and Heterogeneous Data Distribution for Large-Scale IoT Applications","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134171018","doi":"https://doi.org/10.1109/bigdata66926.2025.11402570"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-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/A5128366566","display_name":"Jagan Mohan Reddy Danda","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jagan Mohan Reddy Danda","raw_affiliation_strings":["Gokaraju Rangaraju Institute of Engineering and Technology,Department of AIML,Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"Gokaraju Rangaraju Institute of Engineering and Technology,Department of AIML,Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128339326","display_name":"Murali Krishnan Kesavan","orcid":null},"institutions":[{"id":"https://openalex.org/I1286353243","display_name":"Autodesk (United States)","ror":"https://ror.org/00pkt4594","country_code":"US","type":"company","lineage":["https://openalex.org/I1286353243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murali Krishnan Kesavan","raw_affiliation_strings":["Autodesk,San Francisco,CA,USA,94105"],"affiliations":[{"raw_affiliation_string":"Autodesk,San Francisco,CA,USA,94105","institution_ids":["https://openalex.org/I1286353243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128330615","display_name":"Haritha Ivsl","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haritha Ivsl","raw_affiliation_strings":["Gokaraju Rangaraju Institute of Engineering and Technology,Department of AIML,Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"Gokaraju Rangaraju Institute of Engineering and Technology,Department of AIML,Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128335741","display_name":"Pavankumar Tammineedi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096981","display_name":"John Deere (United States)","ror":"https://ror.org/00t625d81","country_code":"US","type":"company","lineage":["https://openalex.org/I4210096981"]},{"id":"https://openalex.org/I5490798","display_name":"John Deere (Germany)","ror":"https://ror.org/02xc43e34","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210096981","https://openalex.org/I5490798"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Pavankumar Tammineedi","raw_affiliation_strings":["John Deere,IL,USA,61282"],"affiliations":[{"raw_affiliation_string":"John Deere,IL,USA,61282","institution_ids":["https://openalex.org/I4210096981","https://openalex.org/I5490798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080730479","display_name":"Abhinay Kolli","orcid":null},"institutions":[{"id":"https://openalex.org/I1286353243","display_name":"Autodesk (United States)","ror":"https://ror.org/00pkt4594","country_code":"US","type":"company","lineage":["https://openalex.org/I1286353243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhinay Kolli","raw_affiliation_strings":["Autodesk,Seattle,WA,USA,98004"],"affiliations":[{"raw_affiliation_string":"Autodesk,Seattle,WA,USA,98004","institution_ids":["https://openalex.org/I1286353243"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5128366566"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88604089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3396","last_page":"3405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.6491000056266785,"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":0.6491000056266785,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.06780000030994415,"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":0.029200000688433647,"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/selection","display_name":"Selection (genetic algorithm)","score":0.51910001039505},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.40689998865127563},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4025000035762787},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.34950000047683716},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.3377000093460083},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.29260000586509705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863999962806702},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.51910001039505},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.40689998865127563},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.34950000047683716},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30250000953674316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27379998564720154},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2615000009536743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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":19,"referenced_works":["https://openalex.org/W2767079719","https://openalex.org/W2798720628","https://openalex.org/W2912213068","https://openalex.org/W2963318081","https://openalex.org/W2982475424","https://openalex.org/W2995022099","https://openalex.org/W2998045710","https://openalex.org/W3015636663","https://openalex.org/W3045638580","https://openalex.org/W3047304572","https://openalex.org/W3091870957","https://openalex.org/W3123459983","https://openalex.org/W3135231128","https://openalex.org/W3177095755","https://openalex.org/W4220719396","https://openalex.org/W4386083155","https://openalex.org/W4392024287","https://openalex.org/W4404133619","https://openalex.org/W4412567195"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}
