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Analysis and construction of functional regenerating codes with uncoded repair for distributed storage systems

机译:具有未编码修复的分布式存储系统功能性再生代码的分析和构建

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摘要

Modern distributed storage systems apply redundancy coding techniques to stored data. One form of redundancy is based on regenerating codes, which can minimize the repair bandwidth, i.e., the amount of data transferred when repairing a failed storage node. Existing regenerating codes mainly require surviving storage nodes encode data during repair. In this paper, we study functional minimum storage regenerating (FMSR) codes, which enable uncoded repair without the encoding requirement in surviving nodes, while preserving the minimum repair bandwidth guarantees and also minimizing disk reads. Under double-fault tolerance settings, we formally prove the existence of FMSR codes, and provide a deterministic FMSR code construction that can significantly speed up the repair process. We further implement and evaluate our deterministic FMSR codes to show the benefits. Our work is built atop a practical cloud storage system that implements FMSR codes, and we provide theoretical validation to justify the practicality of FMSR codes.
机译:现代分布式存储系统将冗余编码技术应用于存储的数据。冗余的一种形式是基于重新生成的代码,该代码可以最小化修复带宽,即修复发生故障的存储节点时传输的数据量。现有的再生代码主要需要幸存的存储节点在修复期间对数据进行编码。在本文中,我们研究了功能最小存储再生(FMSR)代码,该代码可在未发生故障的节点中实现无编码修复而无需编码要求,同时保留最小修复带宽保证并最大程度地减少磁盘读取。在双重故障容限设置下,我们正式证明了FMSR代码的存在,并提供了确定性的FMSR代码构造,可以显着加快维修过程。我们进一步实施和评估确定性的FMSR代码,以显示其好处。我们的工作建立在实施FMSR代码的实用云存储系统之上,并且我们提供了理论验证以证明FMSR代码的实用性。

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