Hi Himanshu,
Thanks for your reply. We have raised a support ticket and got a response that there was some internal issue with the integration runtime and they suggested to create a new Integration runtime which then worked fine. Finally seems there was a problem with internal integration runtime which was not kicking off the copy activity. We are awaiting a root cause now to understand the issue and see how we can avoid in future.
Regards
Prashant