{"id":"https://openalex.org/W4367360032","doi":"https://doi.org/10.5220/0012037600003488","title":"Empirical Analysis of Federated Learning Algorithms: A Federated Research Infrastructure Use Case","display_name":"Empirical Analysis of Federated Learning Algorithms: A Federated Research Infrastructure Use Case","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4367360032","doi":"https://doi.org/10.5220/0012037600003488"},"language":"en","primary_location":{"id":"doi:10.5220/0012037600003488","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012037600003488","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012037600003488","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101454781","display_name":"Harshit Gupta","orcid":"https://orcid.org/0000-0002-4260-9450"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Harshit Gupta","raw_affiliation_strings":["IIIT Allahabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"IIIT Allahabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086227422","display_name":"Abhishek Verma","orcid":"https://orcid.org/0000-0001-6687-4809"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Verma","raw_affiliation_strings":["IIIT Allahabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"IIIT Allahabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004099006","display_name":"O. P. Vyas","orcid":"https://orcid.org/0000-0001-5014-8837"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"O. Vyas","raw_affiliation_strings":["IIIT Allahabad, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"IIIT Allahabad, India, --- Select a Country ---","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013749521","display_name":"Marco Garofalo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Garofalo","raw_affiliation_strings":["CINI, Italy, --- Select a Country ---","University of Messina, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"CINI, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"University of Messina, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032365046","display_name":"Giuseppe Tricomi","orcid":"https://orcid.org/0000-0003-3837-8730"},"institutions":[{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Tricomi","raw_affiliation_strings":["CINI, Italy, --- Select a Country ---","University of Messina, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"CINI, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"University of Messina, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021053658","display_name":"Francesco Longo","orcid":"https://orcid.org/0000-0002-8538-9857"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Longo","raw_affiliation_strings":["CINI, Italy, --- Select a Country ---","University of Messina, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"CINI, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"University of Messina, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025645976","display_name":"Giovanni Merlino","orcid":"https://orcid.org/0000-0002-1469-7860"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Merlino","raw_affiliation_strings":["CINI, Italy, --- Select a Country ---","University of Messina, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"CINI, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"University of Messina, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I112862951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051587506","display_name":"Antonio Puliafito","orcid":"https://orcid.org/0000-0003-0385-2711"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I112862951","display_name":"University of Messina","ror":"https://ror.org/05ctdxz19","country_code":"IT","type":"education","lineage":["https://openalex.org/I112862951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Puliafito","raw_affiliation_strings":["CINI, Italy, --- Select a Country ---","University of Messina, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"CINI, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"University of Messina, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I112862951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101454781"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69667476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9972000122070312,"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":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.803786039352417},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.6835991740226746},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5639258623123169},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.383506715297699},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2794765532016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803786039352417},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6835991740226746},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5639258623123169},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.383506715297699},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2794765532016754},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012037600003488","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012037600003488","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:17741752","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012037600003488","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"CLOSER, International Conference on Cloud Computing and Services Science, prague, 26-28 april 2023","raw_type":"info:eu-repo/semantics/preprint"}],"best_oa_location":{"id":"doi:10.5220/0012037600003488","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012037600003488","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4298221930","https://openalex.org/W2390279801","https://openalex.org/W2777914285","https://openalex.org/W2358668433","https://openalex.org/W4287823391","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3013363440","https://openalex.org/W2382290278"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}