This paper describes ongoing work on making the deploy- ment and configuration functionality for cyber physical sys- tems reliable and tolerant to failures, while also supporting predictable and incremental online redeployment and reconfiguration of application functionality. Our work is currently designed and evaluated in the context of a system of frac- tionated spacecrafts, which is a representative CPS system.