Cloud Computing is the future of computing and in recent years several advancements in IT infrastructure and application development is promoting this cloud based computing. But along with this the world of computing is now getting much more complex as compared to the past. For developers of applications it is a tough job to evaluate the performance of their application for different load configurations and settings. And because the cloud services are maintained by the cloud providers, so the testing conditions are not much flexible for developers.