Rabbitmq pod on kubernetes struck in pod initialization state
Running the rollout restart of statefulset command worked for me.
kubectl rollout restart statefulset rabbitmq -n devops
After this command the rabbitmq cluster is up and running and all the three nodes joined the cluster without any issue.
Once this is done its required to restart the applications which are connecting to this rabbitmq cluster.