Exploiting process lifetime distributions for dynamic load balancing

Mor Harchol-Balter, A. Downey
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引用次数: 397

Abstract

We measure the distribution of lifetimes for UNIX processes and propose a functional form that fits this distribution well. We use this functional form to derive a policy for preemptive migration, and then use a trace-driven simulator to compare our proposed policy with other preemptive migration policies, and with a non-preemptive load-balancing strategy. We find that, contrary to previous reports, the performance benefits of preemptive migration are significantly greater than those of non-preemptive migration, even when the memory-transfer cost is high. Using a model of migration costs representative of current systems, we find that preemptive migration reduces the mean delay (queueing and migration) by 35% -- 50%, compared to non-preemptive migration.
利用进程生命周期分布实现动态负载平衡
我们度量UNIX进程的生命周期分布,并提出一种非常适合这种分布的函数形式。我们使用这种函数形式推导出一个用于抢占式迁移的策略,然后使用跟踪驱动的模拟器将我们提出的策略与其他抢占式迁移策略以及非抢占式负载平衡策略进行比较。我们发现,与之前的报告相反,即使在内存传输成本很高的情况下,抢占式迁移的性能收益也明显大于非抢占式迁移。使用代表当前系统的迁移成本模型,我们发现与非抢占式迁移相比,抢占式迁移将平均延迟(排队和迁移)减少了35% - 50%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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