存储云的着装代码:简单的随机结构

S. Pawar, Nima Noorshams, S. Rouayheb, K. Ramchandran
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引用次数: 69

摘要

介绍了一种高效的精确再生码族,用于大规模分布式系统的数据存储。我们将这些新代码称为基于分布式复制的精确简单存储(DRESS)代码。DRESS代码的一个关键特性是它们非常有效的分布式和非编码修复和生长过程,具有最小的带宽,读取和计算开销。该特性对于具有高可靠性和可用性要求的大型系统至关重要。DRESS代码首先使用最大距离可分离(MDS)代码对文件进行编码,然后将编码数据包的多个副本放置在系统中的不同节点上。我们提出了一个简单而灵活的随机方案来放置这些副本基于球和箱模型。我们的构建展示了概率方法在构建可有效修复和生长的再生代码方面的力量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DRESS codes for the storage cloud: Simple randomized constructions
We introduce an efficient family of exact regenerating codes for data storage in large-scale distributed systems. We refer to these new codes as Distributed Replication-based Exact Simple Storage (DRESS) codes. A key property of DRESS codes is their very efficient distributed and uncoded repair and growth processes that have minimum bandwidth, reads and computational overheads. This property is essential for large-scale systems with high reliability and availability requirements. DRESS codes will first encode the file using a Maximum Distance Separable (MDS) code, then place multiple replicas of the coded packets on different nodes in the system. We propose a simple and flexible randomized scheme for placing those replicas based on the balls-and-bins model. Our construction showcases the power of the probabilistic approach in constructing regenerating codes that can be efficiently repaired and grown.
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