容灾码:采用大条带擦除纠错码,提高可靠性

K. Greenan, E. L. Miller, T. Schwarz, D. Long
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引用次数: 15

摘要

大型存储系统需要在其存储方案中提供适当的冗余,以保护客户端数据。特别是,许多高性能系统需要对性能影响最小的数据保护;因此,这样的系统使用镜像来防止数据丢失。不幸的是,随着副本数量的增加,镜像的成本越来越高,而且对整个系统可靠性的贡献相对较小。与镜像相比,基于奇偶校验的方案具有空间效率,但会产生更高的更新和降级模式读取成本。理想的数据保护方案应该执行类似于镜像的功能,同时提供基于奇偶校验的擦除码的空间效率。我们的目标是在不影响性能或空间开销的情况下,提高当前镜像数据保护系统的可靠性。为此,我们建议在双向镜像可靠性组中使用较大的奇偶校验码。次要可靠性组是在任意大的镜像组集上定义的,因此需要少量的非易失性RAM来进行奇偶校验。由于每个奇偶校验元素都存储在非易失性RAM中,因此我们的方案大大增加了数据丢失的平均时间,而不会影响整体系统性能。
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Disaster recovery codes: increasing reliability with large-stripe erasure correcting codes
Large-scale storage systems need to provide the right amount of redundancy in their storage scheme to protect client data. In particular, many high-performance systems require data protection that imposes minimal impact on performance; thus, such systems use mirroring to guard against data loss. Unfortunately, as the number of copies increases, mirroring becomes costly and contributes relatively little to the overall system reliability. Compared to mirroring, parity-based schemes are space-efficient, but incur greater update and degraded-mode read costs. An ideal data protection scheme should perform similarly to mirroring, while providing the space efficiency of a parity-based erasure code. Our goal is to increase the reliability of systems that currently mirror data for protection without impacting performance or space overhead. To this end, we propose the use of large parity codes across two-way mirrored reliability groups. The secondary reliability groups are defined across an arbitrarily large set of mirrored groups, necessitating a small amount of non-volatile RAM for parity. Since each parity element is stored in non-volatile RAM, our scheme drastically increases the mean time to data loss without impacting overall system performance.
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