Hybrid Redundancy Fault Tolerant Codec in Distributed Storage System

Qiao Sun, Ling Nie, Lei Sun, Lan-mei Fu, Jiasong Sun
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引用次数: 1

Abstract

Reed-Solomon erasure codes is the most widely used multi-binary codes which could correct the random errors and unexpected errors. Its characteristics include: It has the strongest capability to correct random errors and burst errors under the same coding redundancy and larger coding gain under the same coding efficiency, Secondly, it is close to the limit in the case of short codes and medium codes and it can greatly improve the performance of the error correction when it is combined with the data interleaving technology, Finally, it has strict algebraic structure which is shown as the linear cyclic polynomials. This paper develops a new merge approach of nonlinear self-repairing code and Reed-Solomon codes. When the network condition is good, Reed-Solomon erasure codes is adopted, and in poor network conditions, nonlinear self-repairing codes is used. The efficiency of maintaining redundant data is improved by a few of damaged information. The experiments show that this method can reduce the amount of network transmission data, at the same time it can shorten the amount data of recovery operation and reconstruction time.
分布式存储系统中的混合冗余容错编解码器
里德-索罗门擦除码是目前应用最广泛的多二进制码,它可以纠正随机错误和意外错误。其特点包括:它有最强的纠正随机错误和突发错误的能力在相同编码冗余和较大的编码增益下相同的编码效率,其次,它是接近极限的情况下短码和中码和它可以极大地改善性能的误差校正时结合数据交叉技术,最后,它有严格的代数结构所示的线性循环多项式。提出了一种新的非线性自修复码与Reed-Solomon码的合并方法。在网络条件较好的情况下,采用Reed-Solomon擦除码,在网络条件较差的情况下,采用非线性自修复码。通过少量的损坏信息,提高冗余数据的维护效率。实验表明,该方法可以减少网络传输数据量,同时可以缩短恢复操作的数据量和重构时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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