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EEC-Dedup: Efficient Erasure-Coded Deduplicated Backup Storage Systems

机译:EEC-Dedup:高效的擦除编码重复数据删除备份存储系统

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Modern backup storage systems adopt deduplication to save space by eliminating data duplicates whereas impairing the storage reliability, so many deduplicated backup storage systems apply erasure coding to post-deduplicate data for fault tolerance with the main goal of improving node repair for data loss. However, node repair may waste network bandwidth when unavailable nodes rejoin the system (e.g., power down or network outage). This paper aims for degraded read performance instead of node repair performance in erasure-coded deduplicated backup storage systems. We propose a coding scheme that operates on each object which is formed by packed deduplicated chunks (inner-object coding) rather than on multiple objects (inter-object coding), such that the storage overhead can be saved and the degraded read performance can be improved. We also leverage the rewriting algorithm to accelerate the recent backup read throughput. We build an erasure-coded deduplicated backup storage system prototype EEC-Dedup, which realizes inner-object coding scheme and the rewriting algorithm. Our experimental results based on real-world datasets show that EEC-Dedup improves the backup degraded read throughput by up to 430% in case of single node failure and saves the storage overhead by at most 28%, over the state-of-the-art.
机译:现代备份存储系统采用重复数据删除技术,以消除数据重复而损害存储可靠性,从而节省空间,因此,许多重复数据删除的备份存储系统将擦除编码应用于重复数据删除后的数据,以实现容错能力,其主要目标是改善节点修复以防止数据丢失。但是,当不可用的节点重新加入系统时(例如,断电或网络中断),节点修复可能会浪费网络带宽。本文旨在降低擦除编码重复数据删除备份存储系统中的读取性能,而不是节点修复性能。我们提出了一种编码方案,该方案可对由打包的重复数据消除块形成的每个对象(内部对象编码)进行操作,而不是对多个对象(对象间编码)进行操作,从而可以节省存储开销并降低读取性能。改善。我们还利用重写算法来加快最近的备份读取吞吐量。我们构建了一个擦除编码的重复数据删除备份存储系统原型EEC-Dedup,它实现了内部对象编码方案和重写算法。我们基于实际数据集的实验结果表明,在单节点故障的情况下,EEC-Dedup可以将备份降级的读取吞吐量提高多达430 \\%,与状态相比,最多可以节省28%的存储开销。最先进的。

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