代码5-6:一种高效的MDS阵列编码方案,加速RAID级别在线迁移

Chentao Wu, Xubin He, Jie Li, M. Guo
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引用次数: 3

摘要

随着数据存储的快速增长,大型数据中心对高可靠性的要求越来越高,RAID-5的应用越来越广泛。但硬盘在使用一段时间后故障率会急剧上升,并发故障的情况并不少见,因此RAID-5无法提供高可靠性。一种解决方案是将现有的RAID-5转换为RAID-6(一种“RAID级迁移”),以便通过擦除码容忍更多的并发磁盘故障,但是现有的方法涉及复杂的转换过程和较高的转换成本。为了解决这些挑战,我们提出了一种新的MDS代码,称为“代码5-6”,将新的专用奇偶校验列与原始RAID-5布局结合起来。代码5-6不仅加速了从RAID-5到RAID-6的在线转换,而且还演示了MDS代码的几个最佳特性。我们的数学分析表明,与现有的MDS代码相比,代码5-6减少了新的对偶,减少了总I/O操作,并将转换过程的速度分别提高了80%、48.5%和3.38倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Code 5-6: An Efficient MDS Array Coding Scheme to Accelerate Online RAID Level Migration
With the rapid growth of data storage, the demand for high reliability becomes critical in large data centers where RAID-5 is widely used. However, the disk failure rate increases sharply after some usage, and thus concurrent disk failures are not rare, therefore RAID-5 is insufficient to provide high reliability. A solution is to convert an existing RAID-5 to a RAID-6 (a type of "RAID level migration") to tolerate more concurrent disk failures via erasure codes, but existing approaches involve complex conversion process and high transformation cost. To address these challenges, we propose a novel MDS code, called "Code 5-6", to combine a new dedicated parity column with the original RAID-5 layout. Code 5-6 not only accelerates online conversion from a RAID-5 to a RAID-6, but also demonstrates several optimal properties of MDS codes. Our mathematical analysis shows that, compared to existing MDS codes, Code 5-6 reduces new parities, decreases the total I/O operations, and speeds up the conversion process by up to 80%, 48.5%, and 3.38×, respectively.
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