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Leakage aware energy minimization for real-time systems under the maximum temperature constraint

机译:泄漏意识的最大温度约束下的实时系统最小化最小化

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In this paper, we study the problem on how to reduce the overall energy consumption while at the same time ensuring the timing and maximum temperature constraints for a real-time system. We incorporate the interdependence of leakage, temperature and supply voltage into analysis and develop a novel method to quickly estimate the overall energy consumption. Based on this method, we then propose a scheduling technique to minimize the overall energy consumption under the maximum temperature constraint. Our experimental results show that the proposed energy estimation method can achieve up to four-order-of-magnitude speedup compared with existing approaches while keeping the maximum estimation error within 4.8%. In addition, simulation results also demonstrate that our proposed energy minimization method consistently outperforms previous related approaches significantly.
机译:在本文中,我们研究了如何降低整体能耗的问题,同时确保实时系统的定时和最大温度约束。我们将泄漏,温度和电源电压的相互依存性纳入分析,开发一种新颖的方法,以快速估计整体能耗。基于该方法,我们提出了一种调度技术,以最大限度地减少最大温度约束下的整体能量消耗。我们的实验结果表明,与现有方法相比,所提出的能量估计方法可以实现高达四阶级的加速,同时保持最大估计误差在4.8%以内。此外,仿真结果还表明,我们所提出的能量最小化方法始终如一地优于先前的相关方法。

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