Improving DSS efficiency with shortened MSR codes

Natasha Paunkoska, W. Finamore, Jovan Karamacoski, Magdalena Punceva, N. Marina
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引用次数: 4

Abstract

The distributed storage system (DSS) is a network constructed by large number of nodes interconnected among themselves. The main issues in this area are the reconstruction process or obtaining the entire original message out of the DSS and the repair process or recovering the lost stored data of a failed node. The product matrix regenerating codes as class of codes in such networks offer an optimal tradeoff between the repair bandwidth and the data amount stored per node. In our paper, we are proposing a new code, a shortened MSR code, that gives new bound of the wanted tradeoff. The shortened MSR code is constructed by introducing modification on the mother code, product matrix MSR code. By comparing both constructions we prove that our code gives better performances regarding the repair bandwidth and the number of connected nodes needed for the repair and the reconstruction processes, while maintaining the storage per node unchanged. The comparison is extended between the new shortened MSR code and a new product matrix MSR code designed according to the parameter values obtained from our new code. The necessity of this is having a fair and convincing comparison results, which shows again that our code has some improvements in the overall distributed system.
缩短MSR代码,提高DSS效率
分布式存储系统(DSS)是由大量节点相互连接构成的网络。该领域的主要问题是重建过程或从DSS中获取整个原始消息,以及修复过程或恢复故障节点丢失的存储数据。在这种网络中,乘积矩阵再生码作为一类码提供了修复带宽和每个节点存储的数据量之间的最佳权衡。在本文中,我们提出了一种新的编码,即缩短的MSR编码,它给出了所需权衡的新边界。缩短的MSR代码是在母体代码产品矩阵MSR代码的基础上引入修改构造的。通过比较这两种结构,我们证明我们的代码在保持每个节点的存储不变的情况下,在修复带宽和修复和重建过程所需的连接节点数量方面提供了更好的性能。并将新简化的MSR代码与根据新代码的参数值设计的新产品矩阵MSR代码进行了比较。这样做的必要性是有一个公平和令人信服的比较结果,这再次表明我们的代码在整个分布式系统中有一些改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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