Thermal-aware service rate adjustment for cyber-physical systems

Hsin-Hao Chu, Ting-Hao Tsai, Ya-Shu Chen
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引用次数: 3

Abstract

The thermal-aware service rate assignment problem is a major challenge in cyber-physical systems. This problem is complex because of the severe temperature changes in uncertain physical environments and variable power consumption for each application, and these two effects might cause the system to overheat. This study proposes a dynamic-programming based service rate assignment with a feedback control framework. With configurable computational overhead, the proposed algorithm prevents the system from overheating and maximizes the system benefit under the given service level. This study also evaluates the capability of the proposed methodology using a series of experiments and presenting encouraging results.
网络物理系统的热感知服务速率调整
热感知服务速率分配问题是网络物理系统中的一个重大挑战。这个问题很复杂,因为在不确定的物理环境中温度会发生剧烈变化,每个应用程序的功耗也会发生变化,这两种影响都可能导致系统过热。本文提出了一种基于反馈控制框架的动态规划服务费率分配方法。该算法具有可配置的计算开销,可以防止系统过热,并在给定的服务水平下最大化系统效益。本研究还通过一系列实验评估了所提出的方法的能力,并提出了令人鼓舞的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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