Erasure codes with symbol locality and group decodability for distributed storage

Wentu Song, Son Hoang Dau, C. Yuen
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引用次数: 2

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| > (n-1k-1 ).
分布式存储中具有符号局部性和组可解码性的擦除码
针对分布式存储系统,提出了一种新的擦除码,称为组可解码码(GDC)。给定一组设计参数{α, β, k, t},其中k是信息符号的个数,(α, β, k, t)组可解码码的每个码字是字符串的t元组,称为桶,这样每个桶是一串β符号,是一个[β, α] MDS码(由α信息符号编码)的码字。这样的码具有以下两个性质:(P1)局部可修复:每个码符号具有局部性(α, β - α + 1)。(P2)组可解码:从每个桶中我们可以解码α信息符号。对于任意给定的{α, β, k, t}集,我们建立了(α, β, k, t)群可解码码的最小距离的上界;我们还证明了当编码域F的大小为|F| > (n-1k-1)时,该界是可以实现的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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