Kubernetes was not designed with the intention that it would be a Mesos framework. But I think it's very cool that people figured out how to make it work as one!
From pre-1.0, Kubernetes did resource allocation for CPU and memory via its cluster-level scheduler, enforced on the node using the standard container isolation mechanisms provided by Docker.
Disclosure: I work on Kubernetes at Google.