"This paper considers the orchestration of computing with physical processes. It argues that to realize its full potential, the core abstractions of computing need to be rethought to incorporate essential properties of the physical systems, most particularly the passage of time. It makes a case that the solution cannot be simply overlaid on existing abstractions, and outlines a number of promising approaches being pursued. The emphasis needs to be on repeatable behavior rather than on performance optimization."