{"id":"https://openalex.org/W2912701747","doi":"https://doi.org/10.1109/isit.2019.8849606","title":"Distributed and Private Coded Matrix Computation with Flexible Communication Load","display_name":"Distributed and Private Coded Matrix Computation with Flexible Communication Load","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2912701747","doi":"https://doi.org/10.1109/isit.2019.8849606","mag":"2912701747"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2019.8849606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","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/1901.07705","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078302022","display_name":"Malihe Aliasgari","orcid":"https://orcid.org/0000-0003-3782-6570"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Malihe Aliasgari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, U.S.A","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017736224","display_name":"Osvaldo Simeone","orcid":"https://orcid.org/0000-0001-9898-3209"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Osvaldo Simeone","raw_affiliation_strings":["Department of Informatics, King&#x2019;s College London, London, U.K","[Department of Informatics, King's College London, London, U.K.]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, King&#x2019;s College London, London, U.K","institution_ids":[]},{"raw_affiliation_string":"[Department of Informatics, King's College London, London, U.K.]","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021311010","display_name":"J\u00f6rg Kliewer","orcid":"https://orcid.org/0000-0003-0942-8006"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Kliewer","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, U.S.A","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078302022"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":0.868,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80173293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1092","last_page":"1096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9991000294685364,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9991000294685364,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9933000206947327,"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":0.7740569114685059},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.6196825504302979},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.5062479376792908},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.49236857891082764},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4796583950519562},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4630143344402313},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4584469497203827},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4473421573638916},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4464280307292938},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4111817479133606},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21649515628814697},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1346350610256195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10912060737609863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7740569114685059},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.6196825504302979},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.5062479376792908},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.49236857891082764},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4796583950519562},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4630143344402313},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4584469497203827},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4473421573638916},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4464280307292938},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4111817479133606},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21649515628814697},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1346350610256195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10912060737609863},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/isit.2019.8849606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1901.07705","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.07705","pdf_url":"https://arxiv.org/pdf/1901.07705","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":null,"raw_type":"text"},{"id":"mag:2912701747","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1901.07705.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/0733c80a-17c5-4e22-ae9a-ba97da8f0073","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/0733c80a-17c5-4e22-ae9a-ba97da8f0073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aliasgari , M , Simeone , O &amp; Kliewer , J 2019 , Distributed and Private Coded Matrix Computation with Flexible Communication Load . in 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings . vol. 2019-July , 8849606 , Institute of Electrical and Electronics Engineers Inc. , pp. 1092-1096 , 2019 IEEE International Symposium on Information Theory, ISIT 2019 , Paris , France , 7/07/2019 . https://doi.org/10.1109/ISIT.2019.8849606","raw_type":"contributionToPeriodical"},{"id":"doi:10.48550/arxiv.1901.07705","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1901.07705","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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1901.07705","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.07705","pdf_url":"https://arxiv.org/pdf/1901.07705","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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912701747.pdf","grobid_xml":"https://content.openalex.org/works/W2912701747.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1497601926","https://openalex.org/W1839868949","https://openalex.org/W1982063824","https://openalex.org/W2083613288","https://openalex.org/W2083842231","https://openalex.org/W2141420453","https://openalex.org/W2268702383","https://openalex.org/W2745045892","https://openalex.org/W2757498728","https://openalex.org/W2805477827","https://openalex.org/W2806273311","https://openalex.org/W2808580034","https://openalex.org/W2885101524","https://openalex.org/W2889483507","https://openalex.org/W2898258596","https://openalex.org/W2899438474","https://openalex.org/W2962723185","https://openalex.org/W2962813697","https://openalex.org/W2962850796","https://openalex.org/W2962957061","https://openalex.org/W2963117124","https://openalex.org/W2963413537","https://openalex.org/W2963498933","https://openalex.org/W2963531643","https://openalex.org/W3007714448","https://openalex.org/W3098226281","https://openalex.org/W3103649678","https://openalex.org/W6638665692","https://openalex.org/W6738835244","https://openalex.org/W6748185915","https://openalex.org/W6752557422","https://openalex.org/W6755945239","https://openalex.org/W6891836839","https://openalex.org/W6991322678"],"related_works":["https://openalex.org/W2975360380","https://openalex.org/W2972103310","https://openalex.org/W3174251024","https://openalex.org/W2808580034","https://openalex.org/W3041063634","https://openalex.org/W3045953631","https://openalex.org/W3103850232","https://openalex.org/W3197799716","https://openalex.org/W2929607020","https://openalex.org/W3049011873","https://openalex.org/W2899438474","https://openalex.org/W2556205507","https://openalex.org/W3187837911","https://openalex.org/W2716680529","https://openalex.org/W2787490376","https://openalex.org/W3013394222","https://openalex.org/W1667014488","https://openalex.org/W2625678480","https://openalex.org/W2110314342","https://openalex.org/W3127518390"],"abstract_inverted_index":{"Tensor":[0],"operations,":[1],"such":[2],"as":[3,109],"matrix":[4,124],"multiplication,":[5],"are":[6],"central":[7],"to":[8,89,108],"large-scale":[9],"machine":[10],"learning":[11],"applications.":[12],"These":[13,126],"operations":[14],"can":[15,56,87],"be":[16],"carried":[17],"out":[18],"on":[19,79,91],"a":[20,25,62,101,133,143],"distributed":[21,42],"computing":[22],"platform":[23],"with":[24],"master":[26],"server":[27],"at":[28],"the":[29,36,52,58,80,92,129],"user":[30],"side":[31],"and":[32,67,83,139],"multiple":[33],"workers":[34,86],"in":[35,39],"cloud":[37],"operating":[38],"parallel.":[40],"For":[41],"platforms,":[43],"it":[44],"has":[45],"been":[46],"recently":[47],"shown":[48],"that":[49,85,114],"coding":[50],"over":[51],"input":[53],"data":[54,81,96],"matrices":[55,82],"reduce":[57],"computational":[59],"delay,":[60],"yielding":[61],"tradeoff":[63],"between":[64,136],"recovery":[65,137],"threshold":[66,138],"communication":[68,140],"load.":[69],"In":[70],"this":[71],"work,":[72],"we":[73,99],"impose":[74],"an":[75],"additional":[76],"security":[77],"constraint":[78],"assume":[84],"collude":[88],"eavesdrop":[90],"content":[93],"of":[94,104,120,147],"these":[95,121],"matrices.":[97],"Specifically,":[98],"introduce":[100],"novel":[102],"class":[103],"secure":[105,110],"codes,":[106,113],"referred":[107],"generalized":[111],"PolyDot":[112],"generalizes":[115],"previously":[116],"published":[117],"non-secure":[118],"versions":[119],"codes":[122,127],"for":[123,142],"multiplication.":[125],"extend":[128],"state-of-the-art":[130],"by":[131],"allowing":[132],"flexible":[134],"trade-off":[135],"load":[141],"fixed":[144],"maximum":[145],"number":[146],"colluding":[148],"workers.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
