探讨P2P存储系统的成本-可用性权衡

Zhi Yang, Yafei Dai, Zhen Xiao
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引用次数: 7

摘要

P2P存储系统使用复制来提供一定级别的可用性。虽然系统必须生成新的副本来替换因永久故障而丢失的副本,但通过在短暂故障之后不进行复制,可以节省大量的复制成本。然而,在实际系统中,不可能可靠地区分永久故障和瞬态故障,从而导致高恢复成本和低数据可用性之间的权衡。在本文中,我们将分析使用超时作为一种机制来进行这种权衡。我们解决了一个具有挑战性的问题,即如何选择超时,以在由于检测不准确而导致不必要的复制和由于检测延迟而降低可用性之间保持平衡。我们进行了基于合成轨迹和真实轨迹的模拟,并表明我们选择的超时的性能非常接近超时可以实现的最佳性能,甚至是“oracle”故障检测器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Cost-Availability Tradeoff in P2P Storage Systems
P2P storage systems use replication to provide a certain level of availability. While the system must generate new replicas to replace replicas lost to permanent failures, it can save significant replication cost by not replicating following transient failures. However, in real systems, it is impossible to reliably distinguish permanent and transients failures, resulting in a tradeoff between high recovery cost and low data availability. In this paper, we analyze the use of timeouts as a mechanism to navigate this tradeoff. We address the challenging problem of how to choose a timeout to walk the fine line between causing unnecessary replication due to detection inaccuracy, and reducing availability due to detection delay. We conduct simulations based both on synthetic and real traces, and show that the performance of our selected timeout closely approximates the optimal performance that can be achieved by timeouts, and even that of an “oracle” failure detector.
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