{"title":"分布式存储中具有符号局部性和组可解码性的擦除码","authors":"Wentu Song, Son Hoang Dau, C. Yuen","doi":"10.1109/ITWF.2015.7360737","DOIUrl":null,"url":null,"abstract":"We introduce a new family of erasure codes, called group decodable code (GDC), for distributed storage system. Given a set of design parameters {α, β, k, t}, where k is the number of information symbols, each codeword of an (α, β, k, t)- group decodable code is a t-tuple of strings, called buckets, such that each bucket is a string of β symbols that is a codeword of a [β, α] MDS code (which is encoded from α information symbols). Such codes have the following two properties: (P1) Locally Repairable: Each code symbol has locality (α, β - α + 1). (P2) Group decodable: From each bucket we can decode α information symbols. We establish an upper bound of the minimum distance of (α, β, k, t)-group decodable code for any given set of {α, β, k, t}; We also prove that the bound is achievable when the coding field F has size |F| > (<sup>n-1</sup><sub>k-1</sub> ).","PeriodicalId":281890,"journal":{"name":"2015 IEEE Information Theory Workshop - Fall (ITW)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Erasure codes with symbol locality and group decodability for distributed storage\",\"authors\":\"Wentu Song, Son Hoang Dau, C. Yuen\",\"doi\":\"10.1109/ITWF.2015.7360737\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We introduce a new family of erasure codes, called group decodable code (GDC), for distributed storage system. Given a set of design parameters {α, β, k, t}, where k is the number of information symbols, each codeword of an (α, β, k, t)- group decodable code is a t-tuple of strings, called buckets, such that each bucket is a string of β symbols that is a codeword of a [β, α] MDS code (which is encoded from α information symbols). Such codes have the following two properties: (P1) Locally Repairable: Each code symbol has locality (α, β - α + 1). (P2) Group decodable: From each bucket we can decode α information symbols. We establish an upper bound of the minimum distance of (α, β, k, t)-group decodable code for any given set of {α, β, k, t}; We also prove that the bound is achievable when the coding field F has size |F| > (<sup>n-1</sup><sub>k-1</sub> ).\",\"PeriodicalId\":281890,\"journal\":{\"name\":\"2015 IEEE Information Theory Workshop - Fall (ITW)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-02-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE Information Theory Workshop - Fall (ITW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITWF.2015.7360737\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE Information Theory Workshop - Fall (ITW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITWF.2015.7360737","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Erasure codes with symbol locality and group decodability for distributed storage
We introduce a new family of erasure codes, called group decodable code (GDC), for distributed storage system. Given a set of design parameters {α, β, k, t}, where k is the number of information symbols, each codeword of an (α, β, k, t)- group decodable code is a t-tuple of strings, called buckets, such that each bucket is a string of β symbols that is a codeword of a [β, α] MDS code (which is encoded from α information symbols). Such codes have the following two properties: (P1) Locally Repairable: Each code symbol has locality (α, β - α + 1). (P2) Group decodable: From each bucket we can decode α information symbols. We establish an upper bound of the minimum distance of (α, β, k, t)-group decodable code for any given set of {α, β, k, t}; We also prove that the bound is achievable when the coding field F has size |F| > (n-1k-1 ).