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Magnum doesn’t deploy containers. It deploys clusters of VMs that run containers, managed by Kubernetes, Docker Swarm or Mesos. You then use Kubernetes, Docker or Mesos to manage your containers.

What you want is achieved by OpenStack’s Zun project, as far as I know.