As always help yourselves.
I found the answer just in case some one going through the same again.
Eclipse plug in does not pick the configuration files in the JBoss installation directory and it only picks the standalone/domain.xml
To reflect any changes in the configuration while running Jboss in Eclipse
Double click on Server-> Open Launch Configuration -> And make necessary changes.