Ok got the issue
StompBrokerRelayRegistration StompBrokerRelayRegistration = config.enableStompBrokerRelay("/");
We need to pass the stomp supported "uri" instead of "/" vhost.
StompBrokerRelayRegistration StompBrokerRelayRegistration = config.enableStompBrokerRelay("/topic", "/queue", "/amq/");