Education Abstract: Design Space Exploration for Deep Learning at the Edge

The AI revolution, fueled by effective Deep Learning approaches, has seen a recent shift towards processing the AI workloads closer to the user, at the Edge. This paper addresses the instrumental role of system-level design space exploration (DSE) methods for achieving efficient inference of deep-learning models on resource-constrained devices at the Edge.