多核系统中DRAM内存的热行识别

Xi Tao, Qi Zeng, J. Peir
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引用次数: 2

摘要

单核系统中的访问局部性在多核系统中很难观察到,因为来自不同核的请求是交错的。到达基于DRAM的主存的请求被映射到DRAM中的特定组,并通过组中的行缓冲区进行访问。当对不同行的一系列请求转到同一内存库时,就会发生DRAM行缓冲区冲突,这会导致比对同一行或不同存储库的请求高得多的内存访问延迟。本文首先证明了多核系统的内存请求存在强局部性。对于许多工作负载,对某些行的访问比其他行更频繁,我们称之为热行。基于观察,我们提出了一种简单的热行缓冲区(HRB)方案,能够检测和捕获DRAM中的这些热行。结果表明,对于SPEC CPU2006中选定的10个工作负载,所提出的方案能够在银行中的所有行访问中提供56%的平均命中率。在热行中实现了一个简单的流预取器预取,结果表明,与没有预取器的设计相比,IPC平均提高了9.1%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hot Row Identification of DRAM Memory in a Multicore System
Access locality in single-core system is not easily observed in multicore system due to interleaved requests from different cores. Requests that come to DRAM-based main memory is mapped to a specific bank in DRAM and accessed through row buffer in the bank. DRAM row-buffer conflicts occur when a sequence of requests on different rows goes to the same memory bank, causing much higher memory access latency than requests to the same row or to different banks. In this paper, we first show that strong locality exists in memory requests of multicore systems. For many workloads, the accesses to some rows are more frequent than others, which we call them hot rows. Based on the observation, we propose a simple hot row buffer (HRB) scheme that is able to detect and capture these hot rows in DRAM. Results have shown that the proposed scheme is able to provide average 56% hit ratio over all row accesses in a bank for 10 selected workloads from SPEC CPU2006. A simple stream prefetcher prefetching in the hot row is implemented and results show an average of 9.1% IPC improvement over no prefetcher design.
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