Efficient resource usage is a key to achieving better performance in cluster systems. Previously, most research in this area has focused on balancing the load of each node to use the resources of an entire system more effectively. However, we can achieve further improvement in performance when the load balancing system considers the resource requirement according to the task being assigned. Thi...