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NN-RED: An AQM mechanism based on neural networks

Hariri, B ; Sharif University of Technology | 2007

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  1. Type of Document: Article
  2. DOI: 10.1049/el:20071791
  3. Publisher: 2007
  4. Abstract:
  5. 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. © The Institution of Engineering and Technology 2007
  6. Keywords:
  7. Congestion control (communication) ; Neural networks ; Problem solving ; Active queue management (AQM) ; Random early detection (RED) ; Queueing networks
  8. Source: Electronics Letters ; Volume 43, Issue 19 , 2007 , Pages 1053-1055 ; 00135194 (ISSN)
  9. URL: https://digital-library.theiet.org/content/journals/10.1049/el_20071791