`systemctl stop kube-apiserver` is slow. How can I make it stop faster?

I am bootstrapping a Kubernetes cluster, and make frequent changes to the configuration.
This means that I will restart the control plane (API server, etc.) frequently.
It stops gracefully, but is waiting too long. How can I reduce the wait time, so the total time to stop is something like 10 seconds, instead of 60 seconds?