Are you using cloud services or azure web apps? We don't work in Cloud Services much at all but web apps, it works pretty slick. Once you have the license and enable web farms, it picks up the servers automatically. If a server becomes unresponsive, it will be removed as needed.
My suggestion is if you don't need to have some sort of custom configuration of web farms servers then don't. Simply enable it and watch it work.