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Performance of Private Cache Replacement Policies for Multicore Processors

机译:多核处理器的专用缓存替换策略的性能

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Multicore processors have become ubiquitous, both in general-purpose and special-purposeapplications. With the number of transistors in a chip continuing to increase, the number ofcores in a processor is also expected to increase. Cache replacement policy is an importantdesign parameter of a cache hierarchy. As most of the processor designs have becomemulticore, there is a need to study cache replacement policies for multi-core systems. Previousstudies have focused on the shared levels of the multicore cache hierarchy. In this study, wefocus on the top level of the hierarchy, which bears the brunt of the memory requests emanatingfrom each processor core. We measure the miss rates of various cache replacement policies, asthe number of cores is steadily increased from 1 to 16. The study was done by modifying thepublicly available SESC simulator, which models in detail a multicore processor with a multilevelcache hierarchy. Our experimental results show that for the private L1 caches, the LRU(Least Recently Used) replacement policy outperforms all of the other replacement policies.This is in contrast to what was observed in previous studies for the shared L2 cache. The resultspresented in this paper are useful for hardware designers to optimize their cache designs or theprogram codes.
机译:在通用和专用应用中,多核处理器已经无处不在。随着芯片中晶体管的数量不断增加,处理器中内核的数量也有望增加。缓存替换策略是缓存层次结构的重要设计参数。由于大多数处理器设计已成为多核,因此有必要研究多核系统的缓存替换策略。先前的研究集中在多核缓存层次结构的共享级别上。在这项研究中,我们将重点放在层次结构的顶层,该层次结构首当其冲来自每个处理器核心的内存请求。随着内核数量从1个稳定增加到16个,我们测量了各种缓存替换策略的未命中率。该研究是通过修改公开可用的SESC仿真器完成的,该仿真器详细模拟了具有多级缓存层次结构的多核处理器。我们的实验结果表明,对于私有L1缓存,LRU(最近最少使用)替换策略的性能优于其他所有替换策略,这与之前对共享L2缓存的研究发现的相反。本文介绍的结果对于硬件设计人员优化其缓存设计或程序代码很有用。

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