I recently had an issue where I tried to connect to one of my servers, but I couldn't remember the domain name.
I tried connecting with:
But all of these would prepend the name of my machine. e.g.
So if you need to RDP to a server but you cannot easily find out the domain name, the simple solution is to use the localhost domain name.