People normally as this question when they’ve set very long durations on their media items.
You need to understand how the length of media items affects the playback schedule, and then make adjustments accordingly.
If you have got long-running media items and need to stop them running straight away, you can use a priority schedule to stop them running as soon as that schedule information is received.