In this section we saw the benefit of Headroom, as the Pods from the Deployment where we had some Headroom capacity were able to schedule pretty much automatically without waiting for the infrastructure, the second Deployment had to wait for a new machine to launch, which took approximately 2 minutes in our case.
Utilizing both the automatic and manual headroom features can dramatically improve your application performance especially where the scheduling time is crucial.