Capacity of Locally Recoverable Codes

Arya Mazumdar
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Abstract

Motivated by applications in distributed storage, the notion of a locally recoverable code (LRC) was introduced a few years back. In an LRC, any coordinate of a codeword is recoverable by accessing only a small number of other coordinates. While different properties of LRCs have been well-studied, their performance on channels with random erasures or errors has been mostly unexplored. In this paper, we analyze the performance of LRCs over such stochastic channels. In particular, for input-symmetric discrete memoryless channels, we give a tight characterization of the gap to Shannon capacity when LRCs are used over the channel. Our results hold for a general notion of LRCs that correct multiple local erasures.
本地可恢复代码的容量
受分布式存储应用程序的启发,本地可恢复代码(LRC)的概念在几年前就被引入。在LRC中,码字的任何坐标都可以通过只访问少量其他坐标来恢复。虽然LRC的不同性质已经得到了很好的研究,但它们在具有随机擦除或错误的信道上的性能大多尚未被探索。在本文中,我们分析了LRC在这种随机信道上的性能。特别是,对于输入对称离散无记忆信道,当在信道上使用LRC时,我们给出了间隙到Shannon容量的严格表征。我们的结果支持纠正多个局部擦除的LRC的一般概念。
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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CiteScore
8.20
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