It can be inefficient because controllers (typically ~40 per cluster) can maintain big caches of resource metadata, and kubelet and kube-proxy usually operate pretty tight while-loops. But such things can be tuned and I don't really consider those issues. The main issue I've actually encountered is that etcd doesn't scale