Managing Buffer Appropriately with the Back Propagation
Learning Algorithm
Wu Yuan-ming①; Gao Ke①; Li Le-min②
①School of Optoelectronic Information, UEST of China, Chengdu 610054, China; ②Key Laboratory on Broad band Fiber-Optical Transmission & Communication Network Technology,
UEST of China, Chengdu 610054，China
Abstract：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).
2006, Vol. 28 
