混合编码

Liuqing Ye, D. Feng, Yuchong Hu, Xueliang Wei
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引用次数: 2

摘要

Erasure码被广泛应用于实际的存储系统中,以防止低冗余的数据丢失。但是,这些代码需要大量的磁盘I/ o和网络流量来恢复不可用的数据。在所有的纠删码中,最小存储再生码(MSR)在恢复过程中可以在最小存储条件下实现最优的修复带宽,但在应用于实际系统之前还存在一些有待解决的开放性问题。面对巨大的恢复负担,需要开发具有高修复效率的擦除编码存储系统。针对这一问题,提出了一种新的编码方案——混合再生码(Hybrid-RC)。该码利用MSR码的优势计算数据块子集,同时使用其他奇偶校验块进行可靠性维护。因此,我们的设计在存储和网络流量方面几乎是最优的,并且在恢复性能方面有很大的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Codes
Erasure codes are being extensively deployed in practical storage systems to prevent data loss with low redundancy. However, these codes require excessive disk I/Os and network traffic for recovering unavailable data. Among all erasure codes, Minimum Storage Regenerating (MSR) codes can achieve optimal repair bandwidth under the minimum storage during recovery, but some open issues remain to be addressed before applying them in real systems. Facing with the huge burden during recovery, erasure-coded storage systems need to be developed with high repair efficiency. Aiming at this goal, a new class of coding scheme is introduced—Hybrid Regenerating Codes (Hybrid-RC). The codes utilize the superiority of MSR codes to compute a subset of data blocks while some other parity blocks are used for reliability maintenance. As a result, our design is near-optimal with respect to storage and network traffic and shows great improvements in recovery performance.
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