Found the problem and for someone else who may have the same problem, this could be also the solution:
The Domain Controller was hanging when CAS was being installed. It was the network card settings defaults from factory causing this problem. Once we disable the following values from the Network card's advanced settings, the installation went quickly and smooth.
Network Card value Default Changed to:
Cheksum Offload Tx TCP/IP Checksum None
LargeSend Offload Enabled Disabled