I really don't want this thread sink in vain like all others that I can find from Google.
I used the 'sa' account and SQL Server authentication to connection from my workstation to the server and I believe 'sa' has sufficient privilege to start, stop or restart the SQL Server service.
I also tried remote desktop the server directly, log on to SSMS by 'sa' again and the green arrow appears fine.
Bazinga!