Low Power but High Energy: The Looming Costs of Billions of Smart Devices

Wenpeng Wang, Victor A. Leal Sobral, Md Fazlay Rabbi Masum Billah, Nurani Saoda, Nabeel Nasir, Bradford Campbell
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引用次数: 3

Abstract

Individually, wall-powered Internet of Things devices are small: in form factor, in complexity, in function, and in power draw. However, at scale, and certainly at the scale optimistic forecasters project, these small devices add up to be a big energy problem. Just adding a single two watt sensor to each US building would add to more annual energy consumption than some small countries. Wall-powered IoT devices are also easier to create than their energy-constrained (i.e. battery-powered) counterparts, and marketed as more convenient (no hub required!), leading to their continued growth. Yet, unlike other energy consuming devices, there are no Energy Star (or equivalent) standards for smart devices. Despite having very infrequent active times, they draw power for functions like AC-DC conversion, wireless communication, and wakeup word detection continuously. Further, the discrete nature of devices and siloed nature of IoT ecosystems leads to significant redundancy in IoT devices. We posit that new techniques are needed to reverse this trend. This includes new techniques for auditing devices, systems that leverage existing devices rather than requiring new ones, and architectures that have less reliance on the cloud (and the energy overhead of network usage and cloud compute). The IoT is pitched to improve energy efficiency and reduce users' carbon footprints, but we need a new research agenda to ensure the devices themselves are not the next problem.
低功耗高能量:数十亿智能设备的潜在成本
单独来看,壁挂式物联网设备在外形、复杂性、功能和功耗方面都很小。然而,在规模上,当然是在乐观预测者预测的规模上,这些小设备加起来会成为一个很大的能源问题。在美国每座建筑上安装一个2瓦的传感器,其年能耗将超过一些小国家。壁式供电的物联网设备也比能量受限(即电池供电)的同类设备更容易制造,并且营销更方便(不需要集线器!),从而导致其持续增长。然而,与其他耗能设备不同,智能设备没有能源之星(或同等标准)标准。尽管它们的活动时间很少,但它们可以连续地为AC-DC转换、无线通信和唤醒词检测等功能供电。此外,设备的离散性和物联网生态系统的孤立性导致物联网设备存在大量冗余。我们认为需要新技术来扭转这一趋势。这包括审计设备的新技术、利用现有设备而不需要新设备的系统,以及对云(以及网络使用和云计算的能源开销)依赖较少的体系结构。物联网旨在提高能源效率和减少用户的碳足迹,但我们需要一个新的研究议程,以确保设备本身不会成为下一个问题。
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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