Neural network congestion controller in prioritised ATM switch

Abstract

A neural network (NN) scheme is proposed for congestion control in an ATM switch with time priorities. It is shown that in a prioritised switch it is necessary to monitor the buffer to be controlled as well as buffers with higher priorities. Furthermore, it is shown that the NN scheme in a time prioritised switch gives lower cell loss and delay when compared to the conventional binary scheme.