Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems

Bashima Islam, Shahriar Nirjon

We propose Zygarde -- which is an energy -- and accuracy-aware soft real-time task scheduling framework for batteryless systems that flexibly execute deep learning tasks1 that are…