This chapter describes the control APIs that can be used to initialize, run, update, and control the graph execution from an external controller. This chapter also describes how runtime parameters (RTP) can be specified in the input graph specification that affect the data processing within the kernels and change the control flow of the overall graph synchronously or asynchronously.