Adaptive Mode Control for Low-Power Caches Based on Way-Prediction Accuracy

计算机科学 模式(计算机接口) 功率(物理) 控制(管理) 人工智能 人机交互 物理 量子力学
作者
Hidekazu Tanaka,Koji Inoue
出处
期刊:IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences [Institute of Electronics, Information and Communication Engineers]
卷期号:E88-A (12): 3274-3281 被引量:2
标识
DOI:10.1093/ietfec/e88-a.12.3274
摘要

This paper proposes a novel cache architecture for low power consumption, called Adaptive Way-Predicting Cache (AWP cache). The AWP cache has multi-operation modes and dynamically adapts the operation mode based on the accuracy of way-prediction results. A confidence counter for way prediction is implemented to each cache set. In order to analyze the effectiveness of the AWP cache, we perform a SRAM design using 0.18 μm CMOS technology and cycle-accurate processor simulations. As the results, for a benchmark program (179.art), it is observed that a performance-aware AWP cache reduces the 49% of performance overhead caused by an original way-predicting cache to 17%. Furthermore, a energy-aware AWP cache achieves 73% of energy reduction, whereas that obtained from the original way-predicting scheme is only 38%, compared to an non-optimized conventional cache. For the consideration of energy-performance efficiency, we see that the energy-aware AWP cache produces better results; the energy-delay product of conventional organization is reduced to only 35% in average which is 6% better than the original way-predicting scheme.

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