A neural approach to performance evaluation for teletraffic system

For traffic management of the ISDN and BISDN, it is necessary to evaluate the performance of the GI/G/s teletraffic system. The GI/G/s means s homogeneous parallel servers with general independent interarrival times and the general service times. We propose a method of performance evaluation for the GI/G/s by using a simple neural network. In order to train the network, the proposed method uses the parameters and corresponding exact values of well-known systems. Using the trained network, we can evaluate the performance of GI/G/s in a simple calculation