Basic question about scheduled tasks. If the ColdFusion server is stopped for say 2 hours, when it starts back up, do all scheduled tasks that would have run during that time run "immediately"?

In my experience, no, they don't.

So they only run at the time of the next scheduled occurrence? Thanks.

correct, they will run at the next scheduled occurrence