一种用于擦除码编码的高效异或调度算法

Jianqiang Luo, Lihao Xu, J. Plank
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引用次数: 41

摘要

在大型存储系统中,保护数据不因故障而丢失是至关重要的。Erasure代码为这种保护奠定了基础,使系统能够在组件发生故障时重建丢失的数据。然而,Erasure码在两个核心操作中会带来显著的性能开销:编码(从新写入的数据中计算编码信息)和解码(在故障后重建数据)。本文着重于提高编码性能,提高操作频率。它通过调度基于xor的擦除代码的操作来优化它们对缓存内存的使用。我们将该技术称为XORscheduling,并演示如何将其应用于各种现有的擦除码。我们对在各种处理器上调度这些代码进行了性能评估,并表明异或调度在传统方法的基础上有了显着改进。因此,我们相信XORscheduling在实际存储系统中具有广泛影响的巨大潜力。
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An efficient XOR-scheduling algorithm for erasure codes encoding
In large storage systems, it is crucial to protect data from loss due to failures. Erasure codes lay the foundation of this protection, enabling systems to reconstruct lost data when components fail. Erasure codes can however impose significant performance overhead in two core operations: encoding, where coding information is calculated from newly written data, and decoding, where data is reconstructed after failures. This paper focuses on improving the performance of encoding, the more frequent operation. It does so by scheduling the operations of XOR-based erasure codes to optimize their use of cache memory. We call the technique XORscheduling and demonstrate how it applies to a wide variety of existing erasure codes. We conduct a performance evaluation of scheduling these codes on a variety of processors and show that XOR-scheduling significantly improves upon the traditional approach. Hence, we believe that XORscheduling has great potential to have wide impact in practical storage systems.
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