{"id":"https://openalex.org/W4401692045","doi":"https://doi.org/10.1109/isit57864.2024.10619208","title":"Age Aware Scheduling for Differentially-Private Federated Learning","display_name":"Age Aware Scheduling for Differentially-Private Federated Learning","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4401692045","doi":"https://doi.org/10.1109/isit57864.2024.10619208"},"language":"en","primary_location":{"id":"doi:10.1109/isit57864.2024.10619208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","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/A5101559388","display_name":"Kuan-Yu Lin","orcid":"https://orcid.org/0009-0006-5947-2805"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kuan-Yu Lin","raw_affiliation_strings":["Institute of Communications Engineering, National Yang Ming Chiao Tung University"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Yang Ming Chiao Tung University","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022827613","display_name":"Hsuan-Yin Lin","orcid":"https://orcid.org/0000-0001-8030-1919"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]},{"id":"https://openalex.org/I4387153661","display_name":"Simula UiB","ror":"https://ror.org/05kmggt55","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I2799829267","https://openalex.org/I4387153661","https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hsuan-Yin Lin","raw_affiliation_strings":["Simula UiB,Bergen,Norway,N-5006"],"affiliations":[{"raw_affiliation_string":"Simula UiB,Bergen,Norway,N-5006","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038923835","display_name":"Yu-Pin Hsu","orcid":"https://orcid.org/0000-0002-7064-646X"},"institutions":[{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Pin Hsu","raw_affiliation_strings":["National Taipei University,Department of Communication Engineering"],"affiliations":[{"raw_affiliation_string":"National Taipei University,Department of Communication Engineering","institution_ids":["https://openalex.org/I99613584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103575206","display_name":"Yu\u2010Chih Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chih Huang","raw_affiliation_strings":["Institute of Communications Engineering, National Yang Ming Chiao Tung University"],"affiliations":[{"raw_affiliation_string":"Institute of Communications Engineering, National Yang Ming Chiao Tung University","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101559388"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65681942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"398","last_page":"403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9824000000953674,"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":0.9824000000953674,"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/T11631","display_name":"Retirement, Disability, and Employment","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9610000252723694,"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/computer-science","display_name":"Computer science","score":0.7435815334320068},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5027718544006348},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07189157605171204},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.0593838095664978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7435815334320068},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5027718544006348},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07189157605171204},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0593838095664978}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit57864.2024.10619208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit57864.2024.10619208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Information Theory (ISIT)","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":11,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W2885549115","https://openalex.org/W2911978475","https://openalex.org/W3016632787","https://openalex.org/W3021654819","https://openalex.org/W3081051123","https://openalex.org/W3081130510","https://openalex.org/W3146591378","https://openalex.org/W3186504573","https://openalex.org/W4247858607","https://openalex.org/W4389665970"],"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":{"This":[0,104],"paper":[1],"explores":[2],"differentially-private":[3],"federated":[4],"learning":[5],"(FL)":[6],"across":[7],"time-varying":[8],"databases,":[9],"delving":[10],"into":[11,108],"a":[12,101],"nuanced":[13],"three-way":[14],"tradeoff":[15],"involving":[16],"age,":[17,112],"accuracy,":[18,113],"and":[19,48,114],"differential":[20],"privacy":[21],"(DP).":[22],"Emphasizing":[23],"the":[24,41,45,49,57,68,72,82,109],"potential":[25],"advantages":[26],"of":[27,59,74,85,111],"scheduling,":[28,60],"we":[29,61],"propose":[30],"an":[31,63,75],"optimization":[32],"problem":[33],"aimed":[34],"at":[35],"meeting":[36],"DP":[37,53,115],"requirements":[38],"while":[39],"minimizing":[40],"loss":[42],"difference":[43],"between":[44],"aggregated":[46],"model":[47,50],"obtained":[51],"without":[52],"constraints.":[54],"To":[55],"harness":[56],"benefits":[58],"in-troduce":[62],"age-dependent":[64],"upper":[65],"bound":[66],"on":[67],"loss,":[69],"leading":[70],"to":[71,90],"development":[73],"age-aware":[76],"scheduling":[77,99,122],"design.":[78],"Simulation":[79],"results":[80],"underscore":[81],"superior":[83],"performance":[84],"our":[86],"proposed":[87],"scheme":[88],"compared":[89],"FL":[91],"with":[92,118],"classic":[93],"DP,":[94],"which":[95],"does":[96],"not":[97],"consider":[98],"as":[100],"design":[102],"factor.":[103],"research":[105],"contributes":[106],"insights":[107],"interplay":[110],"in":[116],"FL,":[117],"practical":[119],"implications":[120],"for":[121],"strategies.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}