Please note that the scheduler is a queue. We can think of the scheduler as a funnel. If we fill a funnel with water faster than the rate at which it drains, the water will fill up the funnel. Similarly, if we “fill” the scheduler by scheduling a lot of workflows, we can see the tasks “fill up” the scheduler and experience delays.