多核处理器实时调度与线程间缓存干扰的交互研究

Yiqiang Ding, Wei Zhang
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引用次数: 0

摘要

在多核平台中,线程间缓存干扰会显著影响每个实时任务的最坏情况执行时间(WCET),这对可调度性分析至关重要。同时,最坏情况下的缓存干扰取决于任务是如何安排在不同的核心上运行的,从而产生了循环依赖。本文提出了一种基于多核处理器的离线实时调度方法,该方法考虑了共享L2缓存上最坏情况下的线程间干扰。我们的调度方法使用贪婪启发式算法来生成安全调度,同时最小化最坏情况下线程间共享L2缓存干扰和WCET。实验结果表明,与理论模型中的循环多核调度方法相比,该方法可将生成的调度利用率平均降低约12%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the interactions between real-time scheduling and inter-thread cached interferences for multicore processors
In a multicore platform, the inter-thread cache interferences can significantly affect the worst-case execution time (WCET) of each real-time task, which is crucial for schedulability analysis. At the same time, the worst-case cache interferences are dependent on how tasks are scheduled to run on different cores, thus creating a circular dependence. In this paper, we present an offline real-time scheduling approach on multicore processors by considering the worst-case inter-thread interferences on shared L2 caches. Our scheduling approach uses a greedy heuristic to generate safe schedules while minimizing the worst-case inter-thread shared L2 cache interferences and WCET. The experimental results demonstrate that the proposed approach can reduce the utilization of the resulting schedule by about 12% on average compared to the cyclic multicore scheduling approaches in our theoretical model.
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