Hybrid-comp:一个临界感知压缩的最后一级缓存

A. Jadidi, M. Arjomand, M. Kandemir, C. Das
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引用次数: 4

摘要

高速缓存压缩是一种很有前途的技术,可以增加片上高速缓存容量,减少片外带宽的使用。虽然以前的压缩技术总是考虑在压缩比和缓压缩延迟之间进行权衡,但它们忽略了不同缓存块的临界性的变化。在多核处理器中,最后一级缓存(LLC)在逻辑上是共享的,但在物理上分布在核之间。在这项工作中,我们证明了在这种非统一架构中的缓存块对访问延迟表现出不同的敏感性。由于这种行为,我们提出了一种临界感知的压缩LLC,基于数据块的临界性,它倾向于更低的延迟而不是更高的容量。基于我们对具有4MB LLC的16核处理器的研究,我们提出的临界感知机制提高了与具有8MB未压缩LLC的系统性能相当的系统性能。
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Hybrid-comp: A criticality-aware compressed last-level cache
Cache compression is a promising technique to increase on-chip cache capacity and to decrease off-chip bandwidth usage. While prior compression techniques always consider a trade-off between compression ratio and decompression latency, they are oblivious to the variation in criticality of different cache blocks. In multi-core processors, last-level cache (LLC) is logically shared but physically distributed among cores. In this work, we demonstrate that, cache blocks within such nonuniform architecture exhibit different sensitivity to the access latency. Owing to this behavior, we propose a criticality-aware compressed LLC that favors lower latency over higher capacity based on the criticality of the data blocks. Based on our studies on a 16-core processor with 4MB LLC, our proposed criticality-aware mechanism improves the system performance comparable to that of with an 8MB uncompressed LLC.
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