Resolved in NSX-T version 3.1.3
Workaround:
If the service is reported as running, it may need to get restarted which can be done by
/etc/init.d/nsx-cfgagent restart
If the service is not running, start the service using following command
/etc/init.d/nsx-cfgagent start