Cloud computing is used a cost-effective server for increase the resource utilization with low cost. Resource utilization of the Star Student Project virtual machine is a challenging task in cloud computing. Many researchers can give a solution to this problem. Traditional control theory and machine learning techniques were used for resource utilization.