To achieve a good balancing concept in an cluster servers, task allocation plays a important role. The aim of the paper is to minimize the execution time, produces better batch completion time (avoids delay in execution of a request) and improve load balancing at workstations. This also enable the system to adopt sudden arrival of large batch and to provide the equal treatment to all the processors .Here the tasks are batched and scheduled on the web clusters based on the content types to improve overall system performance. The aim of this paper is to optimize the execution time of a server, increasing reliability improving QOS and optimizing the system performance. These are achieved by carrying simulations on the proposed method.