AN APPLICATION OF FUZZY GENETIC ALGORITHM FOR ACTIVE QUEUE MANAGEMENT - AQM

Nguyễn Phương Huy, Lê Hoang, Lê Bá Dũng

Abstract


SUMMARY

Currently, all types of information services tend to integrate the Internet. To transport large amounts of data and better support for new Internetapplications such as voice over IP and video
on demand need to design algorithms for congestion  control and efficient management of the queue. In this paper, we introduce a queue management algorithm - GA-Fuzzy-AQM, a fuzzy improvement for the well-known RED (Random Early Detection) AQM algorithm. Simulation results show that queue management algorithm GA-Fuzzy-AQM proposed has better performace than the traditional RED mechanism.


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DOI: https://doi.org/10.15625/0866-708X/48/5/1185 Display counter: Abstract : 50 views. PDF : 52 views.

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Published by Vietnam Academy of Science and Technology