论文标题
分析和控制异质多处理器中的功率温度动力学
Analysis and Control of Power-Temperature Dynamics in Heterogeneous Multiprocessors
论文作者
论文摘要
几乎所有电子系统都试图优化高性能和较低功耗之间的基本权衡。后者在依赖被动冷却的智能手机等移动计算系统中变得至关重要。否则,浓缩在小面积的热量会驱动连接点和皮肤温度。高连接温度会降低可靠性,而皮肤温度会恶化用户体验。因此,非常需要对功耗 - 温度动力学和预测热管理算法进行正式分析。本文介绍了多处理器系统的理论功率温度分析,该分析被建模为多输入多输出动态系统。我们分析系统收敛到稳定稳态温度的条件。然后,我们使用这些模型来设计一种控制系统温度的控制算法,而不会影响应用程序的性能。 ODROID-XU3板上的实验表明,与默认的热调整器相比,控制算法能够以最小的性能调节温度。
Virtually all electronic systems try to optimize a fundamental trade-off between higher performance and lower power consumption. The latter becomes critical in mobile computing systems, such as smartphones, which rely on passive cooling. Otherwise, the heat concentrated in a small area drives both the junction and skin temperatures up. High junction temperatures degrade the reliability, while skin temperature deteriorates the user experience. Therefore, there is a strong need for a formal analysis of power consumption-temperature dynamics and predictive thermal management algorithms. This paper presents a theoretical power-temperature analysis of multiprocessor systems, which are modeled as multi-input multi-output dynamic systems. We analyze the conditions under which the system converges to a stable steady-state temperature. Then, we use these models to design a control algorithm that manages the temperature of the system without affecting the performance of the application. Experiments on the Odroid-XU3 board show that the control algorithm is able to regulate the temperature with a minimal loss in performance when compared to the default thermal governors.