Hi Rahul,
You could try launching it on the server with software OpenGL. You can run the following command in the Linux Terminal:
$ matlab -softwareopengl
This will force the Linux machine to use software OpenGL rendering
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!