We were requiring docker 1.7 for a few reasons at one point. Those
reasons are no longer valid and this change reflects that.

Additionally, this adds some clarifications on the issues with Ubuntu
and AUFS.

Change-Id: I56ca1b08f0abecb6f7644bf63ca939f588ed3ee2