多任务系统中能量感知动态重构的通用算法

Weixun Wang, S. Ranka, P. Mishra
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引用次数: 10

摘要

基于动态重构的系统优化技术在节能方面得到了广泛的应用。虽然动态电压缩放(DVS)技术在处理器节能方面已经得到了广泛的研究,但在多任务系统中,用于降低缓存能耗的动态缓存重构(DCR)技术仍处于起步阶段。本文提出了一种通用的、灵活的多任务系统中基于动态重构的能量优化算法。我们的算法是灵活的参数化,可用于提供运行时间和解决方案质量之间的权衡。此外,它可以很容易地合并可变的重新配置开销。实验结果表明,我们的技术可以在显著降低运行时间和内存需求的情况下生成接近最优的解决方案。
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A General Algorithm for Energy-Aware Dynamic Reconfiguration in Multitasking Systems
System optimization techniques based on dynamic reconfiguration are widely adopted for energy conservation. While dynamic voltage scaling (DVS) techniques have been extensively studied for processor energy conservation, dynamic cache reconfiguration (DCR) for reducing cache energy consumption in multitasking systems is still in its infancy. In this paper, we propose a general and flexible algorithm for energy optimization based on dynamic reconfiguration in multitasking systems. Our algorithm is flexibly parameterized and can be used to provide tradeoffs between running time and solution quality. Furthermore, it can easily incorporate variable reconfiguration overhead. Experimental results show that our technique can generate near-optimal solutions with significantly low running time and memory requirements.
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