On new 2012 R2 server cannot deploy RDS (Quick start) option. The installation times out.
The problem was - in the customer AD GPO (in my case "Default Domain Policy" differed from original default version) did not include under (Computer Configuration - Policies - Windows Settings - Security Settings - Local Policies/User Rights Assignment - Log on as a service) "NT Service\ALL SERVICES" account. The account is needed to configure "Windows Internal Database" service. By default the service running under "NT SERVICE\MSSQL$MICROSOFT##WID" account and if the account does not have rights for logon the service will fail to start.