Title :
NN-RED: an AQM mechanism based on neural networks
Author :
Hariri, B. ; Sadati, N.
Author_Institution :
Sharif Univ. of Technol., Tehran
Abstract :
A novel active queue management (AQM) method is proposed. This method, named NN-RED, is based on the use of a neural network for early congestion prediction. By simulations, it is demonstrated that the performance of the proposed approach is better than the random early detection (RED) method that is currently known as one of the best AQM methods in solving congestion problems.
Keywords :
neural nets; queueing theory; telecommunication computing; telecommunication network management; telecommunication traffic; active queue management; early congestion prediction; neural network; random early detection method;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20071791
