This paper proposes a pre-estimation based enhanced multidimensional resource allocation model (PE-EMRA) and its algorithm for network resource allocation. The PE-EMRA approach allocates both bandwidth and buffer resource for different traffic classes, balancing and limiting the arrival rate of traffic class and also maximizing the system utilization. The advantage of this approach is that it can maximize the system utilization and provide QoS guarantee while being flexible and easy to realize.