Hi Sandeep,
I had a similar problem, when trying to publish a module, while a Solution (containing the module) was being republished/stuck in Service Center (in that particular case I was having some errors, and the Solution was waiting for my decision to proceed or to abort).
Have you published any modules/Solutions in Service Center recently?
If that is not the case, you could try republishing the modules in the correct order manually or put everything in a solution and publish at once, whatever you still haven't tried ;)