{"id":"https://openalex.org/W4401609099","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619860","title":"Latency-Aware Node Selection in Federated Learning","display_name":"Latency-Aware Node Selection in Federated Learning","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4401609099","doi":"https://doi.org/10.23919/ifipnetworking62109.2024.10619860"},"language":"en","primary_location":{"id":"doi:10.23919/ifipnetworking62109.2024.10619860","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ifipnetworking62109.2024.10619860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","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/A5054189966","display_name":"Rustem Dautov","orcid":"https://orcid.org/0000-0002-0260-6343"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Rustem Dautov","raw_affiliation_strings":["SINTEF Digital,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SINTEF Digital,Oslo,Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002668348","display_name":"Erik Johannes Husom","orcid":"https://orcid.org/0000-0002-9325-1604"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Erik Johannes Husom","raw_affiliation_strings":["SINTEF Digital,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SINTEF Digital,Oslo,Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10567016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"598","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9688000082969666,"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":0.9688000082969666,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9158999919891357,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.830765962600708},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7390124797821045},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5720087289810181},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.516811728477478},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5011694431304932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2576941251754761},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19727373123168945},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06380811333656311}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830765962600708},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7390124797821045},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5720087289810181},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.516811728477478},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5011694431304932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2576941251754761},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19727373123168945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06380811333656311},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking62109.2024.10619860","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ifipnetworking62109.2024.10619860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2734941459","https://openalex.org/W3123459983","https://openalex.org/W4297060071","https://openalex.org/W4394924926","https://openalex.org/W4399431341","https://openalex.org/W6682904396"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Federated":[0],"learning":[1,41],"(FL)":[2],"relies":[3],"on":[4,48],"the":[5,14,34,108,121],"frequent":[6],"exchange":[7],"of":[8,38,89,94,110,123],"model":[9,19],"parameters":[10],"between":[11],"clients":[12],"and":[13,36,86,99,106,132],"aggregator":[15,84],"to":[16,56,70,102,119],"achieve":[17],"efficient":[18],"convergence.":[20],"However,":[21],"network":[22,72],"latency":[23,73],"presents":[24],"a":[25,67,77,97],"significant":[26],"challenge,":[27],"particularly":[28],"in":[29,61,134],"congested":[30],"edge/IoT":[31],"scenarios,":[32],"hindering":[33],"efficiency":[35,109],"effectiveness":[37],"distributed":[39,111],"machine":[40],"(ML).":[42],"While":[43],"existing":[44],"solutions":[45,128],"often":[46],"depend":[47],"hard-coded":[49],"topologies,":[50],"addressing":[51],"this":[52,115],"challenge":[53],"is":[54],"critical":[55],"unlocking":[57],"FL's":[58],"full":[59],"potential":[60],"real-world":[62],"scenarios.":[63],"This":[64],"paper":[65],"proposes":[66],"novel":[68],"approach":[69],"mitigate":[71],"issues":[74],"by":[75,125],"introducing":[76],"threefold":[78],"functionality:":[79],"latency-aware":[80,83],"client":[81],"selection,":[82],"assignment,":[85],"consistent":[87],"replication":[88],"training":[90],"progress.":[91],"Our":[92],"proof":[93],"concept":[95],"provides":[96],"scalable":[98],"robust":[100],"solution":[101],"alleviate":[103],"latency's":[104],"impact":[105],"improve":[107],"ML":[112],"operations.":[113],"Through":[114],"research,":[116],"we":[117],"aim":[118],"advance":[120],"field":[122],"FL":[124],"offering":[126],"practical":[127],"that":[129],"enhance":[130],"performance":[131],"resilience":[133],"latency-sensitive":[135],"environments.":[136]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
