You can choose basically any Linux distribution of your preference.
This document guide you trough the setup of the server using the recommended Ubuntu Server 18.04 LTS operating system.
For more info about Ubuntu releases & news see https://wiki.ubuntu.com/Releases
Note: For Windows OS see "Setup a Windows Server server" chapter.