{"id":"https://openalex.org/W3197608384","doi":"https://doi.org/10.1109/isit45174.2021.9517739","title":"Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes","display_name":"Speeding Up Private Distributed Matrix Multiplication via Bivariate Polynomial Codes","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3197608384","doi":"https://doi.org/10.1109/isit45174.2021.9517739","mag":"3197608384"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9517739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1280105","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050333110","display_name":"Burak Has\u0131rc\u0131oglu","orcid":"https://orcid.org/0000-0001-5005-2894"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Burak Hasircio\u011flu","raw_affiliation_strings":["Imperial College,London,UK","Imperial College, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038872773","display_name":"Jes\u00fas G\u00f3mez-Vilardeb\u00f3","orcid":"https://orcid.org/0000-0002-3162-8058"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas G\u00f3mez-Vilardeb\u00f3","raw_affiliation_strings":["Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA),Barcelona,Spain","Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC/CERCA),Barcelona,Spain","institution_ids":["https://openalex.org/I4210087295"]},{"raw_affiliation_string":"Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya (CTTC/CERCA), Barcelona, Spain","institution_ids":["https://openalex.org/I4210087295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016883501","display_name":"Den\u0131z G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0002-7725-395X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deniz G\u00fcnd\u00fcz","raw_affiliation_strings":["Imperial College,London,UK","Imperial College, London, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050333110"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":1.818,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87894926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1853","last_page":"1858"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9983000159263611,"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":0.9947999715805054,"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/matrix-multiplication","display_name":"Matrix multiplication","score":0.772169828414917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7268338203430176},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.6025568246841431},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5475871562957764},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4536447525024414},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3868808448314667},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3676041066646576},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2916678190231323},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1868838667869568},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08783912658691406}],"concepts":[{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.772169828414917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7268338203430176},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.6025568246841431},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5475871562957764},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4536447525024414},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3868808448314667},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3676041066646576},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2916678190231323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1868838667869568},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08783912658691406},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit45174.2021.9517739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1280105","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1280105","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1280105","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1280105","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G87384822","display_name":null,"funder_award_id":"677854","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G98698327","display_name":null,"funder_award_id":"EP/T023600/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W2080132708","https://openalex.org/W2268702383","https://openalex.org/W2805477827","https://openalex.org/W2896633576","https://openalex.org/W2899438474","https://openalex.org/W2962813697","https://openalex.org/W2962850796","https://openalex.org/W2963117124","https://openalex.org/W2963498933","https://openalex.org/W2963922724","https://openalex.org/W2964229375","https://openalex.org/W2976539128","https://openalex.org/W2982404110","https://openalex.org/W3002931341","https://openalex.org/W3005122631","https://openalex.org/W3007714448","https://openalex.org/W3015418122","https://openalex.org/W3017538272","https://openalex.org/W3041063634","https://openalex.org/W3080363640","https://openalex.org/W3100515187","https://openalex.org/W3103761313","https://openalex.org/W3125070457","https://openalex.org/W3126588943","https://openalex.org/W4249253882","https://openalex.org/W4287725870","https://openalex.org/W4289361937","https://openalex.org/W4300081679","https://openalex.org/W6738835244","https://openalex.org/W6755945239","https://openalex.org/W6767751307","https://openalex.org/W6769390107","https://openalex.org/W6773469843","https://openalex.org/W6776493206","https://openalex.org/W6780805896","https://openalex.org/W6789697745","https://openalex.org/W6789810522"],"related_works":["https://openalex.org/W3099313426","https://openalex.org/W4287593139","https://openalex.org/W752783541","https://openalex.org/W1506547947","https://openalex.org/W4206811032","https://openalex.org/W2995605830","https://openalex.org/W4239424132","https://openalex.org/W1925544630","https://openalex.org/W2596457687","https://openalex.org/W3212757063"],"abstract_inverted_index":{"We":[0,75],"consider":[1],"the":[2,30,34,46,63,68,78,82,96,100,105],"problem":[3],"of":[4,48,86],"private":[5,57,87],"distributed":[6,23,58,88],"matrix":[7,24,59,89],"multiplication":[8,60,90],"under":[9],"limited":[10],"resources.":[11],"Coded":[12],"computation":[13,35,84],"has":[14],"been":[15],"shown":[16],"to":[17,53,92],"be":[18],"an":[19],"effective":[20],"solution":[21],"in":[22,95],"multiplication,":[25],"both":[26],"providing":[27],"privacy":[28],"against":[29],"workers":[31],"and":[32,104],"boosting":[33],"speed":[36,55],"by":[37,61,67],"efficiently":[38],"mitigating":[39],"stragglers.":[40],"In":[41],"this":[42],"work,":[43],"we":[44],"propose":[45],"use":[47],"recently-introduced":[49],"bivariate":[50],"polynomial":[51],"codes":[52],"further":[54],"up":[56],"exploiting":[62],"partial":[64],"work":[65],"done":[66],"stragglers":[69],"rather":[70],"than":[71],"completely":[72],"ignoring":[73],"them.":[74],"show":[76],"that":[77],"proposed":[79],"approach":[80],"reduces":[81],"average":[83],"time":[85],"compared":[91],"its":[93],"competitors":[94],"literature":[97],"while":[98],"improving":[99],"upload":[101],"communication":[102],"cost":[103],"workers'":[106],"storage":[107],"efficiency.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2021-09-13T00:00:00"}