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A construction of (5,3) MDS codes with optimal repair capability for distributed storage systems

机译:具有最佳修复能力的(5,3)MDS代码的构造,用于分布式存储系统

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Maximum-distance-separable (MDS) codes are a class of erasure codes that are widely adopted to enhance the reliability of distributed storage systems (DSS). In this paper, we develop a new approach to construction of simple (5, 3) MDS codes. With judiciously block-designed generator matrices, we show that the proposed MDS codes have a minimum stripe size α = 2 and can be constructed over a small (Galois) finite field F4 of only four elements, both facilitating low-complexity computations and implementations for data storage, retrieval and repair. In addition, with the proposed MDS codes, any single node failure can be repaired through interference alignment technique with a minimum data amount downloaded from the surviving nodes; i.e., the proposed codes ensure optimal repair of any single node failure using the minimum bandwidth. The low-complexity and all-node-optimal-repair properties of the proposed MDS codes make them readily deployed for practical DSS.
机译:最大距离可分离(MDS)码是一类擦除码,被广泛采用以增强分布式存储系统(DSS)的可靠性。在本文中,我们开发了一种构造简单(5,3)MDS代码的新方法。明智地使用块设计的生成器矩阵,我们表明所提出的MDS代码具有最小的条带大小α= 2,并且可以在仅包含四个元素的小(Galois)有限域F 4 上构造促进数据存储,检索和修复的低复杂度计算和实现。此外,使用建议的MDS代码,可以通过干扰对齐技术修复任何单节点故障,并从存活的节点下载最少的数据量;即,建议的代码可确保使用最小带宽对任何单节点故障进行最佳修复。提议的MDS代码的低复杂度和所有节点的最佳修复特性使它们易于部署到实际的DSS中。

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