Evaluation of the impact of Miss Table and victim caches in parallel embedded systems

A. Asaduzzaman, I. Mahgoub, F. Sibai
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引用次数: 3

Abstract

Parallel and distributed solutions are gaining increasing importance in designing embedded systems. Future parallel embedded systems are expected to have several hundred processing cores, improving the performance/power ratio. Multilevel caches in a multicore architecture require huge amount of power and may decrease processing speed due to cache's dynamic behavior. In this work, we investigate the impact of a Miss Table and victim caches at the cache level on performance and power consumption. The Miss Table holds information about the memory blocks those might cause more level-1 cache misses. Victim caches hold level-1 victim blocks. Cache locking algorithm and cache replacement scheme can directly be benefited by using the information stored in Miss Table and victim caches. We simulate a quad-core system with a two-level cache memory subsystem under MPEG4, H.264/AVC, FFT, and MI workloads. Experimental results show that the addition of the Miss Table and victim caches reduces the mean delay per task and the total power consumption by 32% and 41%, respectively.
在并行嵌入式系统中Miss Table和受害者缓存的影响评估
并行和分布式解决方案在嵌入式系统设计中越来越重要。未来的并行嵌入式系统有望拥有数百个处理核心,从而提高性能/功耗比。多核架构中的多级缓存需要大量的功率,并且由于缓存的动态行为可能会降低处理速度。在这项工作中,我们研究了缓存级别的Miss Table和受害者缓存对性能和功耗的影响。Miss Table保存了可能导致更多一级缓存丢失的内存块的信息。受害者缓存保存1级受害者块。缓存锁定算法和缓存替换方案可以直接利用Miss表和受害者缓存中存储的信息。我们在MPEG4、H.264/AVC、FFT和MI工作负载下模拟了一个具有两级缓存子系统的四核系统。实验结果表明,Miss Table和受害者缓存的加入使每个任务的平均延迟和总功耗分别降低了32%和41%。
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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