Comparing the M/M/1 Model to Actual Traffic Behavior

In order to be able to accurately predict the behavior of traffic on a network, one must have a good model. Traditional models (the M/M/1 model is studied here) of traffic behavior are not completely accurate. By examining actual traffic data on a network and comparing them to the analytical results predicted by modeling, we can show how well the model can predict traffic behavior. By comparing the mean queuing delay on several levels, we can see that the mathematical model provides values within 10% of the actual traffic examined. We can see that though there is room for improvement in traffic prediction, the mathematical model provides a very good approximation of the traffic behavior.