Setting up an Active Directory Network in Windows Azure

This article looks pretty comprehensive, but I've not yet tried it.
http://community.adxstudio.com/blogs/shan/2013-07-02-setting-up-an-active-directory-network-in-windows/

The next step would be to configure Direct Access and then join workstations to the domain using Offline Domain Join.

BOOM!