http://mojodna.net/2014/05/14/kvm-libvirt-and-ubuntu-14-04.html
- Get a qcow2 image from here: https://cloud-images.ubuntu.com/releases/16.04/release/
- Convert it with qemu-img
- Resize it (we'll add 50GB). This will be a "thin" resize.
Example: https://cloud-images.ubuntu.com/releases/16.04/release/ubuntu-16.04-server-cloudimg-amd64-disk1.img