A graphical user interface for an interactive concurrent computing environment that conveys the concurrent nature of the computing environment and allows a user to monitor the status of a concurrent process being executed on multiple concurrent computing units is discussed. The graphical user interface indicates the status of groups of instances of the concurrent computing process including whether the instances of the concurrent process are idle, busy or stopped.