{"id":"https://openalex.org/W7166685027","doi":"https://doi.org/10.23919/ifipnetworking70592.2026.11579054","title":"Towards Federated Learning at the Far Edge: From Static Topologies to Generalized Network Graphs","display_name":"Towards Federated Learning at the Far Edge: From Static Topologies to Generalized Network Graphs","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7166685027","doi":"https://doi.org/10.23919/ifipnetworking70592.2026.11579054"},"language":null,"primary_location":{"id":"doi:10.23919/ifipnetworking70592.2026.11579054","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking70592.2026.11579054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5106452086","display_name":"Takumi Suimon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takumi Suimon","raw_affiliation_strings":["The University of Osaka,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Osaka,Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139659906","display_name":"Elisa Rojas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elisa Rojas","raw_affiliation_strings":["Universidad de Alcal&#x00E1;,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcal&#x00E1;,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139654399","display_name":"Yuki Koizumi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuki Koizumi","raw_affiliation_strings":["The University of Osaka,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Osaka,Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139692226","display_name":"Javier Diaz-Fuentes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Javier Diaz-Fuentes","raw_affiliation_strings":["Universidad de Alcal&#x00E1;,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcal&#x00E1;,Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071427607","display_name":"David Carrascal","orcid":"https://orcid.org/0000-0002-6982-9365"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Carrascal","raw_affiliation_strings":["Universidad de Alcal&#x00E1;,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Alcal&#x00E1;,Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083471454","display_name":"Junji Takemasa","orcid":"https://orcid.org/0000-0002-5361-1855"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junji Takemasa","raw_affiliation_strings":["The University of Osaka,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Osaka,Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.79830002784729,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.79830002784729,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.11540000140666962,"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":0.014499999582767487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6208000183105469},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2962000072002411},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.28700000047683716},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.2736999988555908},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.26829999685287476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707000136375427},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6208000183105469},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.45750001072883606},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.45559999346733093},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking70592.2026.11579054","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking70592.2026.11579054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.42634573578834534,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313831","display_name":"Comunidad de Madrid","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1746637951","https://openalex.org/W2289689155","https://openalex.org/W3158567365","https://openalex.org/W3165788646","https://openalex.org/W4285103123","https://openalex.org/W4285261567","https://openalex.org/W4312768957","https://openalex.org/W4362667358","https://openalex.org/W4386766438","https://openalex.org/W4386918966","https://openalex.org/W4391462029","https://openalex.org/W4391723889","https://openalex.org/W4393253163","https://openalex.org/W4394924926","https://openalex.org/W4399431341","https://openalex.org/W4401018436","https://openalex.org/W4407129151","https://openalex.org/W4409047908","https://openalex.org/W4411996475","https://openalex.org/W4413455908","https://openalex.org/W4415912900","https://openalex.org/W7108228627","https://openalex.org/W7125908728","https://openalex.org/W7135063868","https://openalex.org/W7166537476"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-01T00:00:00"}
