链式集群:负载平衡和健壮性,以适应倾斜和失败

L. Golubchik, John C.S. Lui, R. Muntz
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引用次数: 31

摘要

关于使用磁盘阵列来解决I/O瓶颈问题,已经有相当多的研究,其中数据的高可用性是通过某种形式的数据冗余来实现的,例如镜像。本文研究了动态负载平衡磁盘调度算法与链式集群相结合的程度,这是经典镜像方案的一种替代方案,可以鲁棒地响应工作负载和磁盘故障的变化。具体来说,它定义并研究了两种动态调度算法在不同工作负载分布和磁盘故障下的行为。结果表明,与静态负载均衡相比,采用简单的动态调度算法可以大大提高平均响应时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chained declustering: load balancing and robustness to skew and failures
There has been considerable research concerning the use of arrays of disks in solving I/O bottleneck problems, where high availability of data is achieved through some form of data redundancy, e.g. mirroring. This paper investigates the degree to which a dynamic load balancing disk scheduling algorithm in conjunction with chained declustering, an alternative to the classical mirroring scheme, can respond robustly to variations in workload and disk failures. Specifically, it defines and investigates the behavior of two dynamic scheduling algorithms under various workload distributions and disk failure. It demonstrates that using a simple dynamic scheduling algorithm can greatly improved the average response time compared with static load balancing.<>
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