Hi @Rajesh S - Welcome to Microsoft Q&A community forum!
Sorry for the painful experience you must have had with these errors.
It is clearly a network communication error. A firewall or other network configuration might be blocking network access from the virtual machine to the cache storage account.
Please follow the steps below:
- Ensure the VM has access to Azure storage cache account
- If you have an on-premises NVA. Create the service endpoints as per the document - https://learn.microsoft.com/en-us/azure/site-recovery/azure-to-azure-about-networking#network-virtual-appliance-configuration
- If there is proxy configured within the VM or for the VM , disable it.
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