Torpor: A Power-Aware HW Scheduler for Energy Harvesting IoT SoCs

P. Anagnostou, Andres Gomez, P. Hager, H. Fatemi, J. P. D. Gyvez, L. Thiele, L. Benini
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引用次数: 12

Abstract

The recent growth of applications in the emerging Internet of Things field is posing new challenges in the longterm deployments of sensing devices. Currently, system designers rely on energy harvesting to reduce battery size and extend system lifetime. While some system functions need constant power supply, others can have their service adapted dynamically to available harvested energy. In this work we propose Torpor, a power-aware HW scheduler which continuously monitors harvesting power and in combination with its software runtime, dynamically activates system functions depending on the available energy. By performing a few key functions in HW, Torpor incurs a very low power overhead during continuous monitoring, while the software runtime provides a high degree of flexibility to enable different scheduling policies. We implemented Torpor on a FPGA-based prototype and demonstrated that with a sample power-aware dynamic scheduling policy, we can have a 2x or more improvement in execution rates compared to static (power-ignorant) policies. The power consumption of Torpor's always-on hardware integrated on chip is estimated to be less than 4 μW, making it a very promising power-management add-on for microprocessors used in IoT nodes.
Torpor:用于能量收集物联网soc的功耗感知硬件调度器
近年来,新兴的物联网领域应用的增长对传感设备的长期部署提出了新的挑战。目前,系统设计者依靠能量收集来减小电池尺寸并延长系统寿命。虽然某些系统功能需要恒定的电力供应,但其他系统可以根据可用的能量动态调整其服务。在这项工作中,我们提出了Torpor,一个功率感知的HW调度器,它可以持续监控收集功率,并结合其软件运行时,根据可用能量动态激活系统功能。通过在硬件中执行一些关键功能,Torpor在持续监控期间产生非常低的功耗开销,而软件运行时提供了高度的灵活性,可以启用不同的调度策略。我们在基于fpga的原型上实现了Torpor,并证明了使用功耗敏感的动态调度策略,与静态(不考虑功耗)策略相比,我们可以在执行率上提高2倍或更多。Torpor的芯片上集成的永远在线硬件的功耗估计小于4 μW,使其成为物联网节点中使用的微处理器的非常有前途的电源管理附加组件。
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