Ubuntu 16.04 LTS Desktop
After the graphical updater downloaded a ton of packages (around 3.5 GB in total) it started upgrading the system in place.
This did not went completely smooth, the installer complained about a missing package (ubuntu-desktop could not be configured due to missing dependencies).
This had to be sorted out semi-manually with
sudo apt-get -f install