I found two things to solve this issue: 1) edit /etc/default/grub and edit the line GRUB_CMDLINE_LINUX to contain:
GRUB_CMDLINE_LINUX="cgroup_enable=memory swapaccount=1" 2) Run the following script: https://github.com/moby/moby/issues/8791#issuecomment-60874893
