Hi Mohan,
This looks like a basis issue. If you are using a clustered environment, then system daemons can be started on either of the cluster servers.
Daemons will need to communicate with each other (even on different servers), and this is where the connection looks to be broken.
Check with your basis team if CLM servers can correctly communicate with each other.
Bogdan