Throughput capability of an application is defined as a maximum number of users that the application can serve concurrently. Once the number of user requests is over the application throughput capability, the application execution becomes stagnation and the application may fall out of service. This paper proposes a model for auto-scaling enterprise applications deployed on a private cloud to increase throughput capabilities of these applications.