Wen-Jing Yang

Deadline-Guarded Edge Inference With FPGA Preemption

Deep neural networks (DNNs) are increasingly being employed in delay-sensitive edge applications such as autonomous driving, industrial automation, and extended reality. However, due to the use of complex computing hardware and algorithms, the execution time of a DNN is stochastic and follows a distribution usually wit...