I am trying to have a modern docker.io version 1.5+ installed on a CentOS 7 64bit system.
The default docker.io that comes with the yum servers is 1.3.2, and this versio
Please see the official user guide on installing the latest version of Docker on CentOS
At the very start it says: "While using a package is the recommended way of installing Docker, the above package might not be the current release version. If you need the latest version, you can install the binary directly."
This tells you how to do that: https://docs.docker.com/installation/binaries/
Basically:
wget https://get.docker.com/builds/Linux/x86_64/docker-latest -O docker
sudo ./docker -d &
Now you're good to go.