ThroughPuter addresses the rapidly emerging parallel programming and execution challenges among SaaS providers through providing parallel program development environment and hosting via integrated PaaS. Parallel processing is becoming increasingly necessary as processor clock rates can no longer be increased while applications keep demanding higher performance. SaaS providers though are ill-equipped to address this complex challenge on their own.