Coordinator cluster not able to re-establish connection to new remote IP

Versions (relevant - OpenSearch/Dashboard/Server OS/Browser):
2.3 and above

Describe the issue:
We have 2 clusters with cross cluster search setup, the remote cluster IP address changed and coordinator cluster is still trying to send cross cluster search queries to old IP address associated with the remote cluster and the queries are timing out, is there any setting that we can adjust for coordinator cluster to re-establish connection when old remote IP is no longer available.
Also the _remote/info shows connection status as true, but cross cluster search queries time out.

Configuration:

Relevant Logs or Screenshots:

@amuthya123 Did you update the IP address of the remote cluster in the coordinator cluster?
What values do you see in cluster settings?

curl --insecure -u admin:<password> https://localhost:9200/_cluster/settings