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Reducing DRAM Cache Access in cache miss via an effective predictor

机译:通过有效的预测器减少高速缓存未命中的DRAM高速缓存访​​问

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As more and more cores are integrated on a single chip, memory speed has become a major performance bottleneck. The widening latency gap between high speed cores and main memory has led to the evolution of multi-level caches and using DRAM as the Last-Level-Cache (LLC). The main problem of employing DRAM cache is their high tag lookup latency. If DRAM cache misses, the latency of memory access will be increased comparing with the system without DRAM cache. To solve this problem, we propose an effective predictor to Reduce DRAM Cache Access (RCA) in cache miss. The predictor composes of a saturating counter and a Partial MissMap (P_Map). If the saturating counter indicates a hit, then the request will be send to the P_Map to further lookup whether it is a hit or not. The evaluation results show that RCA can improve system performance by 8.2% and 3.4% on average, compared to MissMap and MAP_G, respectively.
机译:随着越来越多的内核集成在单个芯片上,内存速度已成为主要的性能瓶颈。高速内核与主内存之间不断扩大的等待时间差距导致了多级缓存的发展,并将DRAM用作最后一级缓存(LLC)。采用DRAM高速缓存的主要问题是标签查找延迟高。如果DRAM高速缓存未命中,则与没有DRAM高速缓存的系统相比,内存访问的延迟将增加。为了解决此问题,我们提出了一种有效的预测器,以减少高速缓存未命中的DRAM高速缓存访​​问(RCA)。预测器由饱和计数器和部分MissMap(P_Map)组成。如果饱和计数器指示命中,则该请求将发送到P_Map以进一步查找是否为命中。评估结果表明,与MissMap和MAP_G相比,RCA可以分别平均提高8.2%和3.4%的系统性能。

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