i'd say don't expect docker to work in the same way as on native ubuntu, at least not soon.
http://serverfault.com/questions/767994/can-you-run-docker-n... has a good set of answers.
http://serverfault.com/questions/767994/can-you-run-docker-n... has a good set of answers.