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Active Directory (AD) is a Microsoft brand for identity-related capabilities. In the on-premises world, Windows Server AD provides a set of identity capabilities and services, and is hugely popular (88% of Fortune 1000 and 95% of enterprises use AD). This topic includes all things Active Directory including DNS, Group Policy, DFS, troubleshooting, ADFS, and all other topics under the Microsoft AD and identity umbrella.
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Here's some results from testing I did early on in the release of Server 2012 when it was ambiguous if a graphics card would offload the video transcoding from the main CPU. Results were "interesting" but using a GPU is not supported for RDSH. Plus it didn't reduce the amount of CPU load anyway. https://rcmtech.wordpress.com/2013/01/25/windows-server-2012-remote-desktop-session-host-remotefx-cpu-and-gpu-usage/
The end result of RemoteFX was excellent video quality, but you need powerful servers and reasonably powerful clients (e.g. out old HP t5000 series thin clients were definitely not going to cut it).
We eventually decided that considering the spec of the clients that would be needed (and the OS they'd have to run - we did try Wyse ThinOS without getting a workable solution) and the spec of the servers, to abandon using Remote Desktop Session Host for desktops and only use it for RemoteApp delivery of business applications. See https://rcmtech.wordpress.com/2014/09/11/why-im-not-deploying-windows-desktops-using-remote-desktop-services/
Note that Windows Server 2012 includes a feature called Fairshare that ensures that one user doesn't "steal" all the CPU and negatively impact other users on the same server, see my video testing graphs above for possible evidence of this in action.