Feasibility of multi-tenancy on intermittent power

Dimitris Patoukas, K. Yıldırım, Amjad Yousef Majid, Josiah D. Hester, P. Pawełczak
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引用次数: 4

Abstract

Energy harvesting and battery-free sensing devices show great promise for revolutionizing computing in the home, in the wild, and on the body. The promise of cheap, dense, and ubiquitous sensing technology brings new applications for the Internet of Things. However, the future programming model is blurry and complex. With a potential for trillions of devices, and thousands of devices per person on earth, programming languages and associated operating systems must be usable, flexible, and resource efficient. Because of the thousands of applications and fine grained differences in requirements, multi-tenancy may be a part of the solution to solving this programming model crisis. This paper explores the energy and resources costs, feasibility, and motivation for multi-tenancy on these tiniest of computing devices---namely the difficulties in scheduling tasks fairly, efficiently, and simply. Because of intermittent power, resources and energy must be mostly devoted towards user tasks, we implement a rudimentary operating system with low overhead to conduct experiments and test time-sharing and scheduling protocols. We close with a discussion on challenges to implementing a multi-tenant run-time on battery-free tags, and proposals for future work.
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间歇性电源多租户的可行性
能量收集和无电池传感设备显示出革命性的计算在家庭、野外和身体上的巨大希望。廉价、密集和无处不在的传感技术为物联网带来了新的应用。然而,未来的编程模型是模糊和复杂的。由于潜在的数万亿设备,以及地球上每人数千台设备,编程语言和相关的操作系统必须是可用的、灵活的和资源高效的。由于成千上万的应用程序和细粒度的需求差异,多租户可能是解决这种编程模型危机的解决方案的一部分。本文探讨了在这些最小的计算设备上使用多租户的能源和资源成本、可行性和动机——即公平、高效和简单地调度任务的困难。由于间歇性电源,资源和能源必须主要用于用户任务,我们实现了一个低开销的基本操作系统来进行实验和测试分时和调度协议。最后,我们讨论了在无电池标签上实现多租户运行时的挑战,以及对未来工作的建议。
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Making sense of intermittent energy harvesting Proceedings of the 6th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems Scaling configuration of energy harvesting sensors with reinforcement learning Backing out of backscatter for intermittent wireless networks Reconsidering batteries in energy harvesting sensing
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