After struggling for 2-3 hrs I got, other local_bkp.xml file was creating issue here. That I have that kept here(etc/app/ folder) for backup.
I don't know why magneto was taking credentials form that bkp file instead on actual local.xml file, but once I have removed backup file from there it worked.
Thanks to all for your time.