Flat XOR-based erasure codes in storage systems: Constructions, efficient recovery, and tradeoffs

K. Greenan, Xiaozhou Li, J. Wylie
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引用次数: 96

Abstract

Large scale storage systems require multi-disk fault tolerant erasure codes. Replication and RAID extensions that protect against two- and three-disk failures offer a stark tradeoff between how much data must be stored, and how much data must be read to recover a failed disk. Flat XOR-codes-erasure codes in which parity disks are calculated as the XOR of some subset of data disks-offer a tradeoff between these extremes. In this paper, we describe constructions of two novel flat XOR-code, Stepped Combination and HD-Combination codes. We describe an algorithm for flat XOR-codes that enumerates recovery equations, i.e., sets of disks that can recover a failed disk. We also describe two algorithms for flat XOR-codes that generate recovery schedules, i.e., sets of recovery equations that can be used in concert to achieve efficient recovery. Finally, we analyze the key storage properties of many flat XOR-codes and of MDS codes such as replication and RAID 6 to show the cost-benefit tradeoff gap that flat XOR-codes can fill.
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大规模存储系统需要多盘容错纠删码。防止两盘和三盘故障的复制和RAID扩展在必须存储多少数据和必须读取多少数据以恢复故障磁盘之间提供了一个明显的权衡。扁平异或码——将奇偶校验磁盘计算为某些数据磁盘子集的异或的擦除码——提供了这两种极端之间的折衷。本文描述了两种新颖的平面异或码的构造:阶梯组合码和hd组合码。我们描述了一个平面异或码的算法,该算法列举了恢复方程,即可以恢复故障磁盘的磁盘集。我们还描述了用于生成恢复调度的平面异或码的两种算法,即可以协同使用以实现有效恢复的恢复方程集。最后,我们分析了许多平面异或码和MDS码(如复制和RAID 6)的关键存储特性,以显示平面异或码可以填补的成本-收益权衡差距。
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