Resolution:
Few steps has to be performed that I have listed below. Detail of these steps are written inside the document attached.

1) Edit the node's bootstrap.xml file  where you are going to deploy the java component of your service assembly.
2) Add an appender for the java class. This appender should refer to JMS appender common logging element.
3) Enable the JMS appender and disable all other appender with the name "com.tibco.amx.commonlogging.appender".
4) Put the same values for this JMS appender properties as of AMX administrator.
5) Write the logging related code in your Java component. Please refer to attach document for more detail.