Computing Continuum allows the exploitation of hybrid IoT-Edge-Cloud infrastructures with great flexibility while guaranteeing high-performance. Using Edge Intelligence (EI) enables executing computation tasks as close as possible to the data/event sources, to enable complex yet time-sensitive applications of artificial intelligence (AI) over resource-constrained IoT devices. Such a transition of AI algorithms and models from the Cloud to the peripheral ecosystem and vice versa makes the EI beneficial for the whole spectrum of domains which are today limited by the conventional “sense-and-forward” approach typical of Cloud-based architectures.