{"id":"https://openalex.org/W3025972183","doi":"https://doi.org/10.1109/globecom42002.2020.9348077","title":"Private Edge Computing for Linear Inference Based on Secret Sharing","display_name":"Private Edge Computing for Linear Inference Based on Secret Sharing","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3025972183","doi":"https://doi.org/10.1109/globecom42002.2020.9348077","mag":"3025972183"},"language":"en","primary_location":{"id":"doi:10.1109/globecom42002.2020.9348077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9348077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2005.08593","any_repository_has_fulltext":true},"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","Simula UiB,Bergen,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]},{"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","Simula UiB,Bergen,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]},{"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","Simula UiB,Bergen,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Simula UiB, Bergen, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I4387153661"]},{"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/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alexandre Graell i Amat","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","Chalmers University of Technology, Department of Electrical Engineering, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]},{"raw_affiliation_string":"Chalmers University of Technology, Department of Electrical Engineering, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0505581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9997000098228455,"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/T10237","display_name":"Cryptography and Data Security","score":0.9994999766349792,"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":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.854939341545105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7961808443069458},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7525302767753601},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6350131034851074},{"id":"https://openalex.org/keywords/secret-sharing","display_name":"Secret sharing","score":0.6252686977386475},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5210856199264526},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4684332311153412},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4453832507133484},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4402655065059662},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.43619656562805176},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4329547584056854},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.4184451103210449},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34583115577697754},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18823638558387756},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.15846741199493408},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13532155752182007},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10151547193527222},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0992879569530487}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.854939341545105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7961808443069458},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7525302767753601},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6350131034851074},{"id":"https://openalex.org/C3087436","wikidata":"https://www.wikidata.org/wiki/Q1386603","display_name":"Secret sharing","level":3,"score":0.6252686977386475},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5210856199264526},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4684332311153412},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4453832507133484},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4402655065059662},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.43619656562805176},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4329547584056854},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.4184451103210449},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34583115577697754},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18823638558387756},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.15846741199493408},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13532155752182007},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10151547193527222},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0992879569530487}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/globecom42002.2020.9348077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom42002.2020.9348077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2005.08593","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.08593","pdf_url":"https://arxiv.org/pdf/2005.08593","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:research.chalmers.se:522598","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/522598","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":""},{"id":"doi:10.48550/arxiv.2005.08593","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2005.08593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3025972183","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2005.08593","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2005.08593","pdf_url":"https://arxiv.org/pdf/2005.08593","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3025972183.pdf","grobid_xml":"https://content.openalex.org/works/W3025972183.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1982063824","https://openalex.org/W2141420453","https://openalex.org/W2268702383","https://openalex.org/W2589022566","https://openalex.org/W2787490376","https://openalex.org/W2798525132","https://openalex.org/W2895408533","https://openalex.org/W2928188751","https://openalex.org/W2936342775","https://openalex.org/W2945999812","https://openalex.org/W2963041503","https://openalex.org/W2963953036","https://openalex.org/W2976868904","https://openalex.org/W2995994861","https://openalex.org/W3015297534","https://openalex.org/W3080098408"],"related_works":["https://openalex.org/W3129935587","https://openalex.org/W2607608992","https://openalex.org/W2365161398","https://openalex.org/W2964081636","https://openalex.org/W3208764342","https://openalex.org/W2963315452","https://openalex.org/W2596084492","https://openalex.org/W2997776192","https://openalex.org/W1526780465","https://openalex.org/W2593523670","https://openalex.org/W2892973429","https://openalex.org/W2070196560","https://openalex.org/W3207634939","https://openalex.org/W3118241334","https://openalex.org/W2909198448","https://openalex.org/W3174930702","https://openalex.org/W1057129404","https://openalex.org/W3173435904","https://openalex.org/W3139213242","https://openalex.org/W2085857279"],"abstract_inverted_index":{"We":[0,59],"consider":[1],"an":[2,70],"edge":[3,27,32,78],"computing":[4],"scenario":[5],"where":[6],"users":[7],"want":[8,39],"to":[9,26,48,52,74,101,111,121],"perform":[10],"a":[11,19,61,75],"linear":[12],"computation":[13],"on":[14],"local,":[15],"private":[16],"data":[17,67],"and":[18,98,110,130],"network-wide,":[20],"public":[21],"matrix.":[22],"Users":[23],"offload":[24],"computations":[25],"servers":[28,79],"located":[29],"at":[30],"the":[31,34,40,49,88,93,105,118,123],"of":[33,77,87,95,107,127],"network,":[35],"but":[36],"do":[37],"not":[38],"servers,":[41,109],"or":[42,80],"any":[43,54],"other":[44],"party":[45],"with":[46,72],"access":[47,73],"wireless":[50],"links,":[51],"gain":[53],"information":[55],"about":[56],"their":[57,81],"data.":[58],"provide":[60,102],"scheme":[62,90],"that":[63],"guarantees":[64],"information-theoretic":[65],"user":[66],"privacy":[68],"against":[69],"eavesdropper":[71],"number":[76],"corresponding":[82],"communication":[83],"links.":[84],"The":[85],"novelty":[86],"proposed":[89],"lies":[91],"in":[92,117],"utilization":[94],"secret":[96],"sharing":[97],"partial":[99],"replication":[100],"privacy,":[103],"mitigate":[104],"effect":[106],"straggling":[108],"allow":[112],"for":[113],"joint":[114],"beamforming":[115],"opportunities":[116],"download":[119,131],"phase,":[120],"minimize":[122],"overall":[124],"latency,":[125],"consisting":[126],"upload,":[128],"computation,":[129],"latencies.":[132]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
