My 120€ Mini ITX Ubuntu Linux 12.04 Home server

I've several computers at home, a non-ethernet printer, a router, some spare hard disks, I think it is a pretty common situation nowdays, but I didn't have a NAS, a print server or a Media Center HTPC. So this is an overview about what can do and how to configure a low-power Linux Server available 24h/24h.