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On repairing erasure coded data in an active-passive mixed storage network

机译:在主动-被动混合存储网络中修复纠删码数据

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Networked distributed storage systems (NDSS) use erasure codes in lieu of replication for realising data redundancy. An interesting research challenge is to derive the largest advantage from the trade-offs between storage overhead and reliability that erasure codes provide, while optimising them to satisfy specific storage needs like repairability and better degraded read performance. Many coding strategies for NDSS exploit the storage nodes' computational ability to improve on repairability by applying network coding techniques. However, not every storage node in a NDSS is necessarily endowed with computing capability. This paper studies the effects of passive nodes, i.e., nodes without computational ability, on the repairability of erasure coded data, and how they may impair the promised performance of novel coding techniques. Specifically, we determine a lower bound on the minimum storage overhead in an active-passive mixed storage network, indicative of the price to pay in storage to achieve bandwidth efficient repairability.
机译:网络分布式存储系统(NDSS)使用擦除代码代替复制,以实现数据冗余。一项有趣的研究挑战是从擦除代码提供的存储开销和可靠性之间的权衡中获得最大的优势,同时对其进行优化以满足特定的存储需求(如可修复性和更好的读取性能下降)。 NDSS的许多编码策略都通过应用网络编码技术来利用存储节点的计算能力来提高可修复性。但是,并非NDSS中的每个存储节点都必须具备计算能力。本文研究了无源节点(即没有计算能力的节点)对擦除编码数据的可修复性的影响,以及它们如何损害新型编码技术的预期性能。具体来说,我们确定了主动-被动混合存储网络中最小存储开销的下限,这表明为实现带宽有效的可修复性而在存储中要付出的代价。

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