Finally after have a look on a log I found it show as
"Service encounter error <OCS Inventory NG Agent encounter an error (exit code is 4 => Failed to talk with Communication Server)>."
I try to look for the solution by myself and fix this issues already.
For my issues it is the credential for root account of mysql is not match in dbconfig.inc so I update it and restart apache, agent so it's working.