{"title":"分布式存储的多线性代数","authors":"I. Duursma, Xiao Li, Hsin-Po Wang","doi":"10.1137/20M1346742","DOIUrl":null,"url":null,"abstract":"An $(n, k, d, \\alpha, \\beta, M)$-ERRC (exact-repair regenerating code) is a collection of $n$ nodes used to store a file. For a file of total size $M$, each node stores $\\alpha$ symbols, any $k$ nodes recover the file, and any $d$ nodes repair any other node via sending out $\\beta$ symbols. We establish a multilinear algebra foundation to assemble $(n, k, d, \\alpha, \\beta, M)$-ERRCs for all meaningful $(n, k, d)$ tuples. Our ERRCs tie the $\\alpha/M$-versus-$\\beta/M$ trade-off with cascade codes, the best known construction for this trade-off. We give directions on how these ERRCs repair multiple failures.","PeriodicalId":48489,"journal":{"name":"SIAM Journal on Applied Algebra and Geometry","volume":null,"pages":null},"PeriodicalIF":1.6000,"publicationDate":"2020-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Multilinear Algebra for Distributed Storage\",\"authors\":\"I. Duursma, Xiao Li, Hsin-Po Wang\",\"doi\":\"10.1137/20M1346742\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An $(n, k, d, \\\\alpha, \\\\beta, M)$-ERRC (exact-repair regenerating code) is a collection of $n$ nodes used to store a file. For a file of total size $M$, each node stores $\\\\alpha$ symbols, any $k$ nodes recover the file, and any $d$ nodes repair any other node via sending out $\\\\beta$ symbols. We establish a multilinear algebra foundation to assemble $(n, k, d, \\\\alpha, \\\\beta, M)$-ERRCs for all meaningful $(n, k, d)$ tuples. Our ERRCs tie the $\\\\alpha/M$-versus-$\\\\beta/M$ trade-off with cascade codes, the best known construction for this trade-off. We give directions on how these ERRCs repair multiple failures.\",\"PeriodicalId\":48489,\"journal\":{\"name\":\"SIAM Journal on Applied Algebra and Geometry\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2020-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SIAM Journal on Applied Algebra and Geometry\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1137/20M1346742\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SIAM Journal on Applied Algebra and Geometry","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1137/20M1346742","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
An $(n, k, d, \alpha, \beta, M)$-ERRC (exact-repair regenerating code) is a collection of $n$ nodes used to store a file. For a file of total size $M$, each node stores $\alpha$ symbols, any $k$ nodes recover the file, and any $d$ nodes repair any other node via sending out $\beta$ symbols. We establish a multilinear algebra foundation to assemble $(n, k, d, \alpha, \beta, M)$-ERRCs for all meaningful $(n, k, d)$ tuples. Our ERRCs tie the $\alpha/M$-versus-$\beta/M$ trade-off with cascade codes, the best known construction for this trade-off. We give directions on how these ERRCs repair multiple failures.