Hello Varma,
Thanks for posting your question in the Microsoft Q&A forum.
1- Ensure that the VM or virtual machine scale set has boot diagnostics enabled. If you are using serial console on a virtual machine scale set instance, ensure that your instance has the latest model.
2- Yes, When using the serial console, you can access your instance even if it's not reachable via SSH or RDP.
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