Developers across the Jet Propulsion Laboratory are leveraging cloud computing on a variety of problems on multiple missions. In this paper, we explore cloud computing and its potential to revolutionize spacecraft operations. We describe concrete applications that have been developed and integrated with ground data systems. We will evaluate the role cloud computing is playing in the development of MSLICE (Mars Science Laboratory Interface), the primary software tool to control the (MSL) Mars Science Laboratory Rover.