Exactly. We practice this with Mesos. The point is that a central infrastructure team maintains the (regional) clusters and provides an interface for application teams to submit the services. Each application team maintaining its own cluster or dealing directly with the full power of the cluster scheduler ecosystem would defeat the purpose.