{"id":"https://openalex.org/W4404788957","doi":"https://doi.org/10.1109/tit.2024.3506990","title":"Fully Robust Federated Submodel Learning in a Distributed Storage System","display_name":"Fully Robust Federated Submodel Learning in a Distributed Storage System","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404788957","doi":"https://doi.org/10.1109/tit.2024.3506990"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2024.3506990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2024.3506990","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Theory","raw_type":"journal-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/A5036552819","display_name":"Zhusheng Wang","orcid":"https://orcid.org/0000-0002-8086-6036"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhusheng Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Maryland at College Park, College Park, MD, USA","Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-8086-6036","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland at College Park, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021132487","display_name":"\u015eennur Uluku\u015f","orcid":"https://orcid.org/0000-0002-8219-8190"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sennur Ulukus","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Maryland at College Park, College Park, MD, USA","Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-8219-8190","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland at College Park, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9164,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80291878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"71","issue":"4","first_page":"3048","last_page":"3069"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9944000244140625,"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":0.9944000244140625,"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/T12676","display_name":"Machine Learning and ELM","score":0.9939000010490417,"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/T11478","display_name":"Caching and Content Delivery","score":0.9851999878883362,"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":0.6814551949501038},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4773200452327728},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.472001314163208},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4438033401966095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6814551949501038},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4773200452327728},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.472001314163208},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4438033401966095}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tit.2024.3506990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2024.3506990","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Theory","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G4850000551","display_name":null,"funder_award_id":"W911NF2010142","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1977854174","https://openalex.org/W1988374166","https://openalex.org/W2041517243","https://openalex.org/W2073346043","https://openalex.org/W2083842231","https://openalex.org/W2138996412","https://openalex.org/W2150777202","https://openalex.org/W2155720185","https://openalex.org/W2159401786","https://openalex.org/W2268702383","https://openalex.org/W2599749253","https://openalex.org/W2767079719","https://openalex.org/W2796933658","https://openalex.org/W2888732914","https://openalex.org/W2899869462","https://openalex.org/W2912213068","https://openalex.org/W2962692592","https://openalex.org/W2963136329","https://openalex.org/W2963360430","https://openalex.org/W2963898134","https://openalex.org/W3011894940","https://openalex.org/W3013310637","https://openalex.org/W3046264682","https://openalex.org/W3047955307","https://openalex.org/W3088731039","https://openalex.org/W3124562976","https://openalex.org/W3126623139","https://openalex.org/W3136902772","https://openalex.org/W3171091364","https://openalex.org/W3208270118","https://openalex.org/W3210888078","https://openalex.org/W4298356561","https://openalex.org/W4383112472","https://openalex.org/W4386057503","https://openalex.org/W4387448095","https://openalex.org/W4389610354","https://openalex.org/W4389665995","https://openalex.org/W4390285061","https://openalex.org/W4400230359","https://openalex.org/W6636565893","https://openalex.org/W6684859321","https://openalex.org/W6735438999","https://openalex.org/W6752557422","https://openalex.org/W6780199109","https://openalex.org/W6783183097","https://openalex.org/W6840527761"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W3129662905","https://openalex.org/W2084547067","https://openalex.org/W3081448375","https://openalex.org/W1834679979","https://openalex.org/W2353225269"],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,14,17,22,39,44,61,81,91,131,170,178,222,238,241,248,252,262,269],"federated":[3],"submodel":[4,242],"learning":[5,19],"(FSL)":[6],"problem":[7,71],"in":[8,47,72,185,251],"a":[9,87,103,141,153,186],"distributed":[10,99,187,199],"storage":[11],"system.":[12],"In":[13,101],"FSL":[15,73,106,167,200,211,229],"framework,":[16],"full":[18,62,179],"model":[20,63,180],"at":[21,80,285],"server":[23,55,83,287],"side":[24],"is":[25,64,74,152,181,203,255],"divided":[26],"into":[27],"multiple":[28,57,78],"submodels":[29,264],"such":[30],"that":[31,202],"each":[32],"selected":[33,249],"client":[34,289],"needs":[35],"to":[36,75,84,94,244,268],"download":[37],"only":[38],"required":[40],"submodel(s)":[41],"and":[42,60,124,134,159,191,271,288],"upload":[43],"corresponding":[45],"update(s)":[46],"accordance":[48],"with":[49],"its":[50],"local":[51],"training":[52],"data.":[53],"The":[54],"comprises":[56],"independent":[58],"databases":[59,79],"stored":[65,182],"across":[66,98],"these":[67,77],"databases.":[68],"A":[69,226],"fundamental":[70],"enable":[76],"parameter":[82],"collectively":[85],"maintain":[86],"consistent":[88],"view":[89],"of":[90,155,207,221,240,279],"global":[92],"parameters":[93],"facilitate":[95],"parallel":[96],"computing":[97],"clients.":[100],"addition,":[102],"practically":[104],"implementable":[105],"scheme":[107,212],"should":[108],"possess":[109],"high":[110],"throughput,":[111],"efficient":[112],"performance,":[113],"fault":[114,132],"tolerance,":[115],"sufficient":[116,277],"privacy,":[117],"adequate":[118,135],"security,":[119],"certifiable":[120],"stability,":[121],"elastic":[122],"scalability":[123],"easy":[125],"usability":[126],"features.":[127,225],"To":[128],"specifically":[129],"resolve":[130],"tolerance":[133],"security":[136],"issues":[137],"together,":[138],"we":[139],"propose":[140],"novel":[142],"coding":[143,149,164],"mechanism":[144],"coined":[145],"ramp":[146,156],"secure":[147,160],"regenerating":[148,161],"(RSRC),":[150],"which":[151,213],"synthesis":[154],"secret":[157],"sharing":[158],"code.":[162],"This":[163],"technique":[165],"matches":[166],"perfectly,":[168],"as":[169],"system":[171],"performance":[172],"can":[173],"be":[174,245],"further":[175],"improved":[176],"when":[177],"using":[183],"RSRC":[184],"manner.":[188],"By":[189],"incorporating":[190],"extending":[192],"available":[193],"techniques":[194],"cleverly,":[195],"our":[196,208],"new":[197],"RSRC-based":[198],"approach":[201],"constructed":[204],"on":[205],"top":[206],"earlier":[209],"two-database":[210],"uses":[214],"private":[215],"set":[216],"union":[217,239],"(PSU),":[218],"achieves":[219],"all":[220],"aforementioned":[223],"important":[224],"complete":[227],"one-round":[228],"process":[230],"consists":[231],"of:":[232],"1)":[233],"an":[234,258],"FSL-PSU":[235],"phase":[236,260],"where":[237,261,276],"indices":[243],"updated":[246,263],"by":[247],"clients":[250],"current":[253],"round":[254],"determined,":[256],"2)":[257],"FSL-write":[259],"are":[265,283],"written":[266],"back":[267],"databases,":[270],"3)":[272],"additional":[273],"auxiliary":[274],"phases":[275],"amounts":[278],"necessary":[280],"common":[281],"randomness":[282],"generated":[284],"both":[286],"sides.":[290]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}