基于置信度估计的替换操作过滤缓存污染

Jun Zhang, K. Mei, Jizhong Zhao
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引用次数: 0

摘要

多核架构是微处理器架构的发展趋势,而“内存墙”是处理器性能提升的主要障碍。分析了芯片架构下共享L2缓存多核内存系统性能的关键影响因素,认为在预测路径上,由于内存参考指令的推测性执行造成的缓存污染会严重影响处理器的性能。本文提出了一种基于置信度估计的缓存污染过滤技术,称为FCPC。FCPC利用置信度估计机制对分支条件进行动态评估,并为每条缓存数据线添加两个标签位CET(置信度估计标签)和AHT(访问提示标签)。根据评估结果,将预测路径中的内存访问指令及其返回到L2缓存中的数据分别标记为高置信度或低置信度。然后,在进行缓存替换操作时,可以根据CET和AHT标签优先清除共享L2缓存中的污染数据。因此,提高了缓存空间的效率。仿真结果表明,在双核配置下,FCPC策略可以有效提升IPC性能,提升幅度为0.18% ~ 4.86%,平均提升幅度为1.91%。同时,可以降低L2 Cache的丢失率,范围在0.65% ~ 5.76%之间,平均2.57%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Filtering Cache Pollution by Using Replacement Operation Based on Confidence Estimation
Multi-Core architecture is the development trend of microprocessor architecture, and the “Memory Wall” is the chief obstacle to promote the processor performance. This paper analyzes the key factors affecting performance of memory system in shared L2 cache multi-core on a chip architecture, and believes that cache pollution caused by the speculative execution of memory reference instructions in predictive path may affect the performance of processor seriously. This paper proposes a cache pollution filtration technique based on confidence estimation, called FCPC. FCPC proceeds the dynamic appraisal using the confidence estimation mechanism to condition branch, and adds two tag bits CET (confidence estimation tag) and AHT(accessing hint tag) for each cache data line. According to the appraisal result, the memory accessing instructions in predictive path and their returned data in L2 cache are marked as high or low confidence separately. Then, when cache replacing operations are processed, the pollution data in shared L2 cache can be swept out preferentially according to CET and AHT tag. So, the efficiency of cache space is increased. Simulation result indicates that, in dual-core configuration, the FCPC strategy can promote the IPC performance effectively, ranges from 0.18%-4.86%, 1.91% averagely. Simultaneously, the miss rate of L2 Cache can be reduced, ranges from 0.65%-5.76%, average 2.57%.
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