{"id":"https://openalex.org/W7126024609","doi":"https://doi.org/10.1007/978-3-032-15984-7_21","title":"Performance Analysis of\u00a0Quantization in\u00a0Federated Split Learning","display_name":"Performance Analysis of\u00a0Quantization in\u00a0Federated Split Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7126024609","doi":"https://doi.org/10.1007/978-3-032-15984-7_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15984-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15984-7_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5124187132","display_name":"Claro Henrique S. Sales","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claro Henrique S. Sales","raw_affiliation_strings":["P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o (MDCC), Universidade Federal do Cear\u00e1 (UFC) Campus do Pici, Fortaleza, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2752-1298","affiliations":[{"raw_affiliation_string":"P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o (MDCC), Universidade Federal do Cear\u00e1 (UFC) Campus do Pici, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Francisco Heron de Carvalho Junior","orcid":"https://orcid.org/0000-0003-2286-2376"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco Heron de Carvalho Junior","raw_affiliation_strings":["P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o (MDCC), Universidade Federal do Cear\u00e1 (UFC) Campus do Pici, Fortaleza, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2286-2376","affiliations":[{"raw_affiliation_string":"P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o (MDCC), Universidade Federal do Cear\u00e1 (UFC) Campus do Pici, Fortaleza, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085270108","display_name":"Allberson Bruno de Oliveira Dantas","orcid":"https://orcid.org/0000-0001-9755-9844"},"institutions":[{"id":"https://openalex.org/I3130695932","display_name":"University for International Integration of the Afro-Brazilian Lusophony","ror":"https://ror.org/02p928v94","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130695932"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Allberson Bruno de Oliveira Dantas","raw_affiliation_strings":["Instituto de Engenharias e Desenvolvimento Sustent\u00e1vel (IEDS), Universidade da Integra\u00e7\u00e3o Internacional da Lusofonia Afro-Brasileira (UNILAB), Campus da Liberdade, Reden\u00e7\u00e3o, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9755-9844","affiliations":[{"raw_affiliation_string":"Instituto de Engenharias e Desenvolvimento Sustent\u00e1vel (IEDS), Universidade da Integra\u00e7\u00e3o Internacional da Lusofonia Afro-Brasileira (UNILAB), Campus da Liberdade, Reden\u00e7\u00e3o, Brazil","institution_ids":["https://openalex.org/I3130695932"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22516556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9690999984741211,"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":0.9690999984741211,"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/T14347","display_name":"Big Data and Digital Economy","score":0.0035000001080334187,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.0031999999191612005,"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/federated-learning","display_name":"Federated learning","score":0.8104000091552734},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.6482999920845032},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6442999839782715},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5874000191688538},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.5418999791145325},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45410001277923584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9226999878883362},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.8104000091552734},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.6482999920845032},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6442999839782715},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5874000191688538},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.5418999791145325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5257999897003174},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.44679999351501465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4415000081062317},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3840999901294708},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.3352000117301941},{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.31279999017715454},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.28200000524520874},{"id":"https://openalex.org/C34585555","wikidata":"https://www.wikidata.org/wiki/Q1368723","display_name":"Learning curve","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2676999866962433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15984-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15984-7_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2908342744","https://openalex.org/W2919358988","https://openalex.org/W2963209930","https://openalex.org/W3018102029","https://openalex.org/W3086809868","https://openalex.org/W3105915864","https://openalex.org/W3137147200","https://openalex.org/W3185987447","https://openalex.org/W3214568394","https://openalex.org/W4284700422","https://openalex.org/W4285285995","https://openalex.org/W4375928586","https://openalex.org/W4389312753","https://openalex.org/W4390771634"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-30T00:00:00"}
