duongq
Silly question, did you enable the TLS checkbox within the LDAP plugin settings?
Also, have you checked your firewall, open ports, etc. to ensure the connection is allowed? Try pinging that host and also try telnet to the host and port from the server's cli to see if you can even connect there.
Cheers.