I am using Windows Server 2012 R2 on Azure.
The System Time in "Date and Time" cannot be set to an ealier date, but can be set to a future date.
NOTE:
Whenever I set to an ealier date, the system time got changed to the current correct time automatically.
The Internet Time sync has been disabled already.