RepStore:一个带有智能块的自管理和自调优存储后端

Zheng Zhang, Shiding Lin, Qiao Lian, C. Jin
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引用次数: 39

摘要

随着性价比的不断提高,构建基于智能砖的大型分布式存储系统变得越来越有吸引力。然而,面临的挑战不仅包括可靠性、适当的性价比、在线升级等,还包括系统以尽可能自我管理和自适应的方式实现这些目标的能力。在本文中,我们描述了RepStore,一个实现这些目标的系统。RepStore将P2P DHT的自组织能力和完全自治的逐块调优机制结合起来,派生出可扩展且经济高效的体系结构。RepStore对主动写密集型数据采用复制,对其他数据采用擦除编码,力求自动实现最佳的成本-性能平衡,并对应用程序透明,并且以完全分布式的方式实现。我们的初步评估表明,该系统的性能与预期相当,性能和可靠性接近3路全复制系统,成本仅为60%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RepStore: a self-managing and self-tuning storage backend with smart bricks
With the continuously improving price-performance ratio, building large, smart-brick based distributed storage system becomes increasingly attractive. The challenges, however, include not only reliability, adequate cost-performance ratio, online upgrades and so on, but also the system's ability to achieve these goals in as self-managing and self-adaptive a manner as possible. In this paper, we describe RepStore, a system that fulfills these goals. RepStore unites the self-organizing capability of P2P DHT and the completely autonomous, per-brick tuning mechanism to derive a scalable and cost-effective architecture. RepStore employs replication for active write-intensive data and erasure-coding for the rest, strives to achieve the best cost-performance balance automatically and transparent to application, and does so in a completely distributed manner. Our preliminary evaluations reveal that the system performs much as expected, achieving performance and reliability closer to a 3-way fully replicated system with only 60% of the cost.
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