Processing Time refers to the time at the stream processing system's internal clock when a specific event is processed or an operation occurs. Processing based on Processing Time is simpler than Event Time as it doesn't require handling out-of-order events or watermarks. However, results can be non-deterministic and sensitive to system load or processing delays, making it less suitable for applications requiring accuracy based on when events actually happened.