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EH-Code: An Extended MDS Code to Improve Single Write Performance of Disk Arrays for Correcting Triple Disk Failures

机译:EH代码:扩展的MDS代码,用于改善磁盘阵列的单写性能以纠正三重磁盘故障

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In the information explosion era, with the sharp increasing requirements of storage devices, concurrent multiple disk failures are not rare. In large data centers, erasure code is one of the most efficient ways to protect user data with low monetary cost. One class of erasure codes is called Maximum Distance Separable (MDS) codes, which aims to offer data protection with minimal storage overhead. However, existing Triple Disk Failure Tolerant arrays (3DFTs) based on MDS codes suffer from low single write performance, because the corresponding codes have high computational cost and low encoding performance. To address this problem, in this paper, we propose a novel MDS coding scheme called EH-Code, which is an extension of H-Code. It has three different parities, horizontal, diagonal and anti-diagonal parities, which can tolerate concurrent disk failures of any triple disks. Our mathematical analysis shows that EH-Code offers optimal storage efficiency and encoding computational complexity. Specifically, compared to STAR code, Triple-Star code and Cauchy-RS codes, EH-Code can improve the single write performance by up to 16.13%, 14.53% and 26.27%, respectively.
机译:在信息爆炸时代,随着存储设备需求的急剧增长,并发的多个磁盘故障并不少见。在大型数据中心中,擦除代码是以低廉的货币成本保护用户数据的最有效方法之一。一类擦除代码称为最大距离可分离(MDS)代码,该代码旨在以最小的存储开销提供数据保护。但是,现有的基于MDS代码的三重磁盘容错阵列(3DFT)具有单写入性能低的问题,因为相应的代码具有较高的计算成本和较低的编码性能。为了解决这个问题,在本文中,我们提出了一种新颖的MDS编码方案,称为EH-Code,它是H-Code的扩展。它具有三个不同的奇偶校验,即水平,对角和反对角奇偶校验,它们可以容忍任何三重磁盘的并发磁盘故障。我们的数学分析表明,EH代码可提供最佳的存储效率和编码计算复杂性。具体而言,与STAR代码,Triple-Star代码和Cauchy-RS代码相比,EH-Code可以分别将单写入性能提高多达16.13%,14.53%和26.27%。

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