I would like to run a Windows 2008 server as a guest OS
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Yes, you will be limited to 1 VirtualBox CPU core though.
<br>We have an article on installing VirtualBox: https://www.digitalocean.com/community/articles/how-to-install-virtualbox-on-ubuntu-12-10-x64