{"id":"https://openalex.org/W3197799716","doi":"https://doi.org/10.1109/isit45174.2021.9517789","title":"Private and Secure Coded Computation in Straggler-Exploiting Distributed Matrix Multiplication","display_name":"Private and Secure Coded Computation in Straggler-Exploiting Distributed Matrix Multiplication","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3197799716","doi":"https://doi.org/10.1109/isit45174.2021.9517789","mag":"3197799716"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9517789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517789","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085195739","display_name":"Heecheol Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Heecheol Yang","raw_affiliation_strings":["Chungnam National University,Division of Computer Convergence,Daejeon,Korea","Division of Computer Convergence, Chungnam National University, Daejeon, Korea"],"affiliations":[{"raw_affiliation_string":"Chungnam National University,Division of Computer Convergence,Daejeon,Korea","institution_ids":["https://openalex.org/I196345858"]},{"raw_affiliation_string":"Division of Computer Convergence, Chungnam National University, Daejeon, Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083191379","display_name":"Sangwoo Hong","orcid":"https://orcid.org/0000-0002-0270-2781"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangwoo Hong","raw_affiliation_strings":["Seoul National University,Department of Electrical and Computer Engineering,Seoul,Korea","Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Electrical and Computer Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100376261","display_name":"Jungwoo Lee","orcid":"https://orcid.org/0000-0002-6804-980X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungwoo Lee","raw_affiliation_strings":["Seoul National University,Department of Electrical and Computer Engineering,Seoul,Korea","Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University,Department of Electrical and Computer Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085195739"],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":null,"apc_paid":null,"fwci":0.5594,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73465204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2137","last_page":"2142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","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/T11612","display_name":"Stochastic Gradient Optimization Techniques","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/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/T10764","display_name":"Privacy-Preserving Technologies in Data","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139092922210693},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.735535740852356},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6049677133560181},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.6046148538589478},{"id":"https://openalex.org/keywords/matrix-multiplication","display_name":"Matrix multiplication","score":0.5832279324531555},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.55135577917099},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.4494825601577759},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.42268800735473633},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4194129407405853},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3738718032836914},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3428879976272583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24799951910972595},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07275044918060303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139092922210693},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.735535740852356},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6049677133560181},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.6046148538589478},{"id":"https://openalex.org/C17349429","wikidata":"https://www.wikidata.org/wiki/Q1049914","display_name":"Matrix multiplication","level":3,"score":0.5832279324531555},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.55135577917099},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.4494825601577759},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.42268800735473633},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4194129407405853},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3738718032836914},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3428879976272583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24799951910972595},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07275044918060303},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit45174.2021.9517789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517789","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G2948572146","display_name":null,"funder_award_id":"UD190018ID","funder_id":"https://openalex.org/F4320334874","funder_display_name":"Defense Acquisition Program Administration"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320323103","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85"},{"id":"https://openalex.org/F4320334874","display_name":"Defense Acquisition Program Administration","ror":"https://ror.org/04bjg9m96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1668135028","https://openalex.org/W1982063824","https://openalex.org/W2148575324","https://openalex.org/W2207819601","https://openalex.org/W2268702383","https://openalex.org/W2556205507","https://openalex.org/W2745045892","https://openalex.org/W2784935051","https://openalex.org/W2806273311","https://openalex.org/W2808580034","https://openalex.org/W2891780733","https://openalex.org/W2922342388","https://openalex.org/W2936361916","https://openalex.org/W2954077339","https://openalex.org/W2962850796","https://openalex.org/W2963117124","https://openalex.org/W2963256807","https://openalex.org/W2963498933","https://openalex.org/W2963953036","https://openalex.org/W2964120628","https://openalex.org/W2964229375","https://openalex.org/W2972866228","https://openalex.org/W2975722824","https://openalex.org/W2976815378","https://openalex.org/W3000532897","https://openalex.org/W3002931341","https://openalex.org/W3005122631","https://openalex.org/W3007714448","https://openalex.org/W3017538272","https://openalex.org/W3080407940","https://openalex.org/W3097451491","https://openalex.org/W3098226281","https://openalex.org/W3100515187","https://openalex.org/W4288102090","https://openalex.org/W6637441389","https://openalex.org/W6738835244","https://openalex.org/W6752557422","https://openalex.org/W6768584846","https://openalex.org/W6773469843","https://openalex.org/W6776493206"],"related_works":["https://openalex.org/W3099313426","https://openalex.org/W4287593139","https://openalex.org/W752783541","https://openalex.org/W1506547947","https://openalex.org/W2995605830","https://openalex.org/W4206811032","https://openalex.org/W2086123442","https://openalex.org/W2596457687","https://openalex.org/W3212757063","https://openalex.org/W2093666864"],"abstract_inverted_index":{"In":[0,48],"this":[1,49],"paper,":[2],"we":[3,51],"consider":[4],"coded":[5,55],"computation":[6,33,56],"for":[7],"matrix":[8],"multiplication":[9],"tasks":[10],"in":[11,81,84],"distributed":[12],"computing,":[13],"which":[14],"can":[15,35],"mitigate":[16],"the":[17,31,39,46,60,66,73],"effect":[18],"of":[19],"slow":[20],"workers,":[21],"called":[22],"stragglers,":[23],"by":[24,41],"a":[25,53],"coding":[26],"approach.":[27],"We":[28,69],"assume":[29],"that":[30,72],"stragglers'":[32],"results":[34],"be":[36],"leveraged":[37],"at":[38],"master":[40],"assigning":[42],"multiple":[43],"sub-tasks":[44],"to":[45,58],"workers.":[47,68],"scenario,":[50],"propose":[52],"new":[54],"scheme":[57,83],"preserve":[59],"data":[61,74],"privacy":[62,75],"and":[63,76],"security":[64,77],"from":[65],"non-colluding":[67],"also":[70],"prove":[71],"constraints":[78],"are":[79],"satisfied":[80],"our":[82],"an":[85],"information-theoretic":[86],"sense.":[87]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
