{"id":"https://openalex.org/W3204919281","doi":"https://doi.org/10.1109/jsac.2022.3142295","title":"Privacy-Preserving Coded Mobile Edge Computing for Low-Latency Distributed Inference","display_name":"Privacy-Preserving Coded Mobile Edge Computing for Low-Latency Distributed Inference","publication_year":2022,"publication_date":"2022-01-26","ids":{"openalex":"https://openalex.org/W3204919281","doi":"https://doi.org/10.1109/jsac.2022.3142295","mag":"3204919281"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2022.3142295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2022.3142295","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5084177605","display_name":"Reent Schlegel","orcid":"https://orcid.org/0000-0003-4714-4936"},"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":"Reent Schlegel","raw_affiliation_strings":["Simula UiB, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0003-4714-4936","affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101767920","display_name":"Siddhartha Kumar","orcid":"https://orcid.org/0000-0003-3610-6440"},"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":"Siddhartha Kumar","raw_affiliation_strings":["Simula UiB, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0003-3610-6440","affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090738616","display_name":"Eirik Rosnes","orcid":"https://orcid.org/0000-0001-8236-6601"},"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":"Eirik Rosnes","raw_affiliation_strings":["Simula UiB, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0001-8236-6601","affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014522913","display_name":"Alexandre Graell i Amat","orcid":"https://orcid.org/0000-0002-5725-869X"},"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"]},{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["NO","SE"],"is_corresponding":false,"raw_author_name":"Alexandre Graell Graell i Amat","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","Simula UiB, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0002-5725-869X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]},{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4683,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93251627,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"40","issue":"3","first_page":"788","last_page":"799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9994000196456909,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7559068202972412},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6831381320953369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550055146217346},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5183040499687195},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4740138649940491},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4504269063472748},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.334653377532959},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2857406437397003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21795052289962769},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13782143592834473}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7559068202972412},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6831381320953369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550055146217346},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5183040499687195},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4740138649940491},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4504269063472748},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.334653377532959},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2857406437397003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21795052289962769},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13782143592834473},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2022.3142295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2022.3142295","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:research.chalmers.se:528311","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/528311","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7430070275","display_name":null,"funder_award_id":"2020-03687","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1982063824","https://openalex.org/W1989739006","https://openalex.org/W2096481861","https://openalex.org/W2120770247","https://openalex.org/W2141420453","https://openalex.org/W2255991340","https://openalex.org/W2268702383","https://openalex.org/W2589022566","https://openalex.org/W2594560857","https://openalex.org/W2611298788","https://openalex.org/W2741736887","https://openalex.org/W2787490376","https://openalex.org/W2798525132","https://openalex.org/W2808580034","https://openalex.org/W2895323348","https://openalex.org/W2895408533","https://openalex.org/W2922342388","https://openalex.org/W2928188751","https://openalex.org/W2936342775","https://openalex.org/W2945999812","https://openalex.org/W2962208489","https://openalex.org/W2962850796","https://openalex.org/W2962873681","https://openalex.org/W2963041503","https://openalex.org/W2963117124","https://openalex.org/W2963256807","https://openalex.org/W2963953036","https://openalex.org/W2976868904","https://openalex.org/W3015297534","https://openalex.org/W3080098408","https://openalex.org/W3100515187","https://openalex.org/W3103234576","https://openalex.org/W3106445841","https://openalex.org/W3124968106","https://openalex.org/W3129935587","https://openalex.org/W3206695102","https://openalex.org/W4240636760","https://openalex.org/W6738835244","https://openalex.org/W6742061381","https://openalex.org/W6743655711","https://openalex.org/W6752557422"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2972592048","https://openalex.org/W2358319515","https://openalex.org/W4321854979","https://openalex.org/W2070735207","https://openalex.org/W3008625068","https://openalex.org/W3128807919","https://openalex.org/W3176411177","https://openalex.org/W3035501883"],"abstract_inverted_index":{"We":[0,62,122],"consider":[1],"a":[2,8,15,37,57,64,135],"mobile":[3],"edge":[4,55,60,80,140,167],"computing":[5],"scenario":[6,137],"where":[7],"number":[9,58],"of":[10,59,95,127],"devices":[11],"want":[12],"to":[13,105,115,151],"perform":[14],"linear":[16],"inference":[17],"<inline-formula":[18,29,40,72],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[19,30,41,73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[20,31,42,74],"<tex-math":[21,32,43,75],"notation=\"LaTeX\">${W}{x}":[22],"$":[23],"</tex-math></inline-formula>":[24,35,46,77],"on":[25],"some":[26],"local":[27],"data":[28,107],"notation=\"LaTeX\">$":[33,44],"{x}$":[34],"given":[36],"network-side":[38],"matrix":[39],"{W}$":[45],".":[47],"The":[48,98],"computation":[49],"is":[50],"performed":[51],"at":[52],"the":[53,84,93,120,128,142,146,152],"network":[54],"over":[56],"servers.":[61,97],"propose":[63,124],"coding":[65],"scheme":[66,100,129,144,154],"that":[67,130],"provides":[68],"information-theoretic":[69],"privacy":[70,108,163],"against":[71,164],"notation=\"LaTeX\">$z$":[76],"colluding":[78],"(honest-but-curious)":[79],"servers,":[81,141],"while":[82,161],"minimizing":[83],"overall":[85],"latency\u2014comprising":[86],"upload,":[87],"computation,":[88],"download,":[89],"and":[90,109,159],"decoding":[91],"latency\u2014in":[92],"presence":[94],"straggling":[96],"proposed":[99,143],"exploits":[101],"Shamir\u2019s":[102],"secret":[103],"sharing":[104],"yield":[106],"straggler":[110],"mitigation,":[111],"combined":[112],"with":[113,138],"replication":[114],"provide":[116],"spatial":[117],"diversity":[118],"for":[119],"download.":[121],"also":[123],"two":[125],"variants":[126],"further":[131],"reduce":[132],"latency.":[133],"For":[134],"considered":[136],"9":[139],"reduces":[145],"latency":[147],"by":[148,157],"8%":[149],"compared":[150],"nonprivate":[153],"recently":[155],"introduced":[156],"Zhang":[158],"Simeone,":[160],"providing":[162],"an":[165],"honest-but-curious":[166],"server.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}