NOTES: epel has another package called docker (which is a KDE docking application and is not related to this). So, you will get an error performing these steps, if you have that package already installed. UPDATE-1: Docker version-0.6.1 is released. Upgrade instructions are available here UPDATE-2: Docker version-0.6.2 is released. Docker.io is the lightweight "container engine + image repository"