Exploring the Latency Sensitivity of Cache Replacement Policies

IF 1.4 3区 计算机科学 Q4 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Computer Architecture Letters Pub Date : 2023-07-19 DOI:10.1109/LCA.2023.3296251
Ahmed Nematallah;Chang Hyun Park;David Black-Schaffer
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Abstract

With DRAM latencies increasing relative to CPU speeds, the performance of caches has become more important. This has led to increasingly sophisticated replacement policies that require complex calculations to update their replacement metadata, which often require multiple cycles. To minimize the negative impact of these metadata updates, architects have focused on policies that incur as little update latency as possible through a combination of reducing the policies’ precision and using parallel hardware. In this work we investigate whether these tradeoffs to reduce cache metadata update latency are needed. Specifically, we look at the performance and energy impact of increasing the latency of cache replacement policy updates. We find that even dramatic increases in replacement policy update latency have very limited effect. This indicates that designers have far more freedom to increase policy complexity and latency than previously assumed.
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缓存替换策略的时延敏感性研究
随着DRAM延迟相对于CPU速度的增加,缓存的性能变得更加重要。这导致了越来越复杂的替换策略,需要复杂的计算来更新其替换元数据,这通常需要多个周期。为了最大限度地减少这些元数据更新的负面影响,架构师将重点放在通过降低策略的精度和使用并行硬件来尽可能减少更新延迟的策略上。在这项工作中,我们研究了是否需要这些折衷来减少缓存元数据更新延迟。具体来说,我们将研究增加缓存替换策略更新延迟对性能和能源的影响。我们发现,即使替换策略更新延迟急剧增加,效果也非常有限。这表明,与之前假设的相比,设计人员在增加策略复杂性和延迟方面有更大的自由度。
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来源期刊
IEEE Computer Architecture Letters
IEEE Computer Architecture Letters COMPUTER SCIENCE, HARDWARE & ARCHITECTURE-
CiteScore
4.60
自引率
4.30%
发文量
29
期刊介绍: IEEE Computer Architecture Letters is a rigorously peer-reviewed forum for publishing early, high-impact results in the areas of uni- and multiprocessor computer systems, computer architecture, microarchitecture, workload characterization, performance evaluation and simulation techniques, and power-aware computing. Submissions are welcomed on any topic in computer architecture, especially but not limited to: microprocessor and multiprocessor systems, microarchitecture and ILP processors, workload characterization, performance evaluation and simulation techniques, compiler-hardware and operating system-hardware interactions, interconnect architectures, memory and cache systems, power and thermal issues at the architecture level, I/O architectures and techniques, independent validation of previously published results, analysis of unsuccessful techniques, domain-specific processor architectures (e.g., embedded, graphics, network, etc.), real-time and high-availability architectures, reconfigurable systems.
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