Managing Buffer Appropriately with the Back Propagation Learning Algorithm
利用反向传播算法合理分配缓冲区

A novel buffer management algorithm named DNS(Dynamic Neural Sharing) is suggested in this paper. This algorithm utilizes the Back Propagation learning Algorithm(BPA) to manage buffer appropriately, thus reduce the packet loss in self-similar teletraffic patterns. A conclusion is drawn through two emulations that the DNS addresses the trade off between packet loss and fairness issues better than those traditional algorithms such as CP(Complete Partitioning), CS(Complete Sharing) and SPS(State Partial Sharing).