基于代码的分布式存储系统低连接成本的可靠修复机制

Hsiao-Ying Lin, Li-Ping Tung, B. Lin
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引用次数: 0

摘要

Erasure code应用于分布式存储系统中,具有较低的存储开销和容错性。后来,分散的擦除码被提出用于分散或松散组织的存储系统。修复机制的目的是随着时间的推移保持冗余,这样存储的数据仍然是可检索的。Noop和Coop两种最新的修复机制是针对基于去中心化纠删码的分布式存储系统设计的,从理论上最小化了连接成本。我们提出了一个广义的修复框架,其中Noop和Coop是两个极端情况。然后,我们从修复框架的实验方面研究连接成本和数据可检索性之间的权衡。我们的研究结果表明,在保持连接成本不变的情况下,可以实现合理的数据可检索性,这比以前的分析值要小。这些结果为系统管理员构建可靠、低连接成本的存储系统提供了有价值的参考。
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Reliable Repair Mechanisms with Low Connection Cost for Code Based Distributed Storage Systems
Erasure codes are applied in distributed storage systems for fault-tolerance with lower storage overhead than replications. Later, decentralized erasure codes are proposed for decentralized or loosely-organized storage systems. Repair mechanisms aim at maintaining redundancy over time such that stored data are still retrievable. Two recent repair mechanisms, Noop and Coop, are designed for decentralized erasure code based distributed storage system to minimize connection cost in theoretical manner. We propose a generalized repair framework, which includes Noop and Coop as two extreme cases. We then investigate trade-off between connection cost and data retrievability from an experimental aspect in our repair framework. Our results show that a reasonable data retrievability is achievable with constant connection cost, which is less than previously analytical values. These results are valuable references for a system manager to build a reliable storage system with low connection cost.
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