I came across an article in IBM site to debug java code remotely using eclipse.
Here are the quick steps:
a) Added the following parameters into Java Applet runtime setting.
b) Started the debugging server in “Socket Listen” from eclipse.
c) Ran my applet code over the browser I could see my breakpoints in eclipse worked perfectly.