ELASTIC develops a novel architecture for extreme-scale analytics. It incorporates a novel elasticity concept to distribute computational resources across the compute continuum, from edge to cloud, taking into account non-functional requirements inherited from the cyber/physical interactions. The ELASTIC software architecture will form the technological basis for advanced mobility systems and autonomous transport networks and will be used in a real smart-city use case in Florence, Italy.