Unable to connect to one(or few) of the Windows Azure role instnaces using remote desktop (RDP) option

I have recently come across an issue, where Azure users are trying to remotely connect to one of the role instances and getting stardard time out error message similar to below.  “The remote connection has timed out. Please try connecting to the remote computer again” Symptoms RDP(Remote desktop) connection to other role instnaces might work…

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