A running program means executing a series of CPU commands, often in a loop. For example, continuously reading mouse coordinates and repositioning the mouse cursor on computer screen represents a task that requires hunderds of CPU instructions to execute.
A "running program" also means that a program is loaded into computer memory. Consequently, executable instructions are stored in computer memory during program execution.
(Process Environment image from johnloomis.org )