A system processing an application in a hybrid system includes a database comprising a plurality of libraries, each library comprising sub-program components, wherein two or more of the components are combined by an end user into a stream flow defining an application. The system also includes a plurality of resources configured to process the stream flow, architecture of at least one of the plurality of resources being different from architecture of another of the plurality of resources. The system also includes a compiler configured to generate a resource assignment assigning the plurality of resources to the two or more of the components in the stream flow, at least two of the two or more of the components in the stream flow sharing at least one of the plurality of resources according to the resource assignment.