Multi-objective particle swarm optimization for fuzzy logic based active queue management

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2006, Pages 2231-2238

  Nyirenda, Clement N ^a,b   Dawoud, Dawoud S ^b  

^a IEEE   (South Africa)

^b UNIVERSITY OF KWAZULU NATAL   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

IP CONGESTION CONTROL; RANDOM EXPLICIT MARKING (REM);

ALGORITHMS; COMPUTER SIMULATION; CONGESTION CONTROL (COMMUNICATION); FUNCTION EVALUATION; OPTIMIZATION; QUEUEING THEORY;

FUZZY LOGIC;

EID: 34250775895     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2006.1682010     Document Type: Conference Paper

References (21)

1. John Nagle, "Congestion Control in IP/TCP Internetworks," RFC 896, FACC Palo Alto, 6 January 1984.
2. S. Floyd and V. Jacobson, "Random early detection gateways for congestion avoidance," IEEE/ACM Transactions in Networking, 1(4):397-413, August 1993
3. A Bitorika, M. Robin, and M. Huggard, "A framework for evaluating active queue management schemes," Technical Report TCD-CS-2003-34, Trinity College Dublin, Department of Computer Science, Tech. Rep., July 2003
4. A Bitorika, M.Robin and M. Huggard, "A comparative study of Active Queue Management schemes," In Proceedings International Conference on Communications (ICC 2004), June 2004.
5. S.H. Low, F. Paganini, J. Wang, S. Adlakha, and J.C. Doyle, "Dynamics of TCP/AQM and a scalable control," In Proc. of IEEE INFOCOM, June 2002
6. C. Chrysostomou, A. Pistillides, G. Hadjipollas, A. Sekerciouglu and M. Polycarpou, "Fuzzy Logic Congestion Control in TCP/IP Best-Effort Networks," 2003 Australian Telecommunications Networks and Applications Conference (ATNAC 2003), Melbourne, Australia, 8-10 December 2003 (CD ROM - ISBN: 0-646-42229-4).
7. Li, R.J. and E.S. Lee (1987), "Analysis of fuzzy queues," Comput. Math Applications, 17(1989), 1143-1147
8. M. Spott, K. Leiviskä and T. Martin, "Roadmap Contribution IBA C Applications in Telecommunications, Multimedia and Services," European Network on Intelligent Technologies (EUNITE) for Smart Adaptive Systems (SAS), July 2004
9. LA. Zadeh, "Fuzzy Sets," Inform. and Control, vol.3, pp. 116-132, 1987.
10. R. Fengyuar, R. Yong and S. Xiuming, "Design of a fuzzy controller for active queue management," Computer Communications 25 (2002) 874-883
11. th Annual IEEE International Conference on Local Computer Networks 2003
12. Y. Hadjadj Aoul, A. Nafaa, D. Negru and A. Mehaoua, "FAFC: Fast Adaptive Fuzzy AQM Controller for TCP/IP Networks," In Proc. of IEEE GLOBECOM 2004, Dalas, Texas, USA, November 29, 2004
13. M. Fomekov,K.Keys,D.Moore and K. Claffy, "Longitudinal Study of Internet traffic from 1998-2003," CAIDA Tech Report
14. U. Hengartner, S. Moon, R. Mortier and C. Diot, "Detection of routing loops and analysis of routing loops in packet traces," In Proceedings ACM SIGCOMM Internet measurement Workshop, Marseille, France, November 2002
15. R. Pan, B. Prabhakar, and K. Psounis, "Choke - a stateless active queue management scheme for approximating fair bandwidth," In Proc. INFOCOM'00, March 2000, pp. 942-951
16. B. Zhao and Y. Cao, "Multiple objective particle swarm optimization technique for economic load dispatch," Journal of Zhejiang University SCIENCE 2005, 6A(5):pages 420-427
17. S. Athuraliya, V.H. Li, S.H. Low, Q. Yin, "REM: Active Queue Management," IEEE Network Magazine, 15(3), pp.48-53, May 2001
18. J. Kennedy and R.C. Eberhart, "Particle swarm optimization," In Proceedings IEEE ICNN, 1995, pp. 1942-1948
19. G.T. Pulido and C. A. Coello Coello, "Using Clustering Techniques to Improve the Performance of a Multi-Objective Particle Swarm Optimizer," In Proceedings of the Genetic and Evolutionary Computation Conference, Springer-Verlag, Lecture Notes in Computer Science Vol. 3102, pp. 700-712, Seattle, Washington, USA, June 2004.
20. C.A Coello Coello, G.T. Pulido and M.A Lechunga, "Handling Multiple Objectives With Particle Swarm Optimization," In Proceedings of the 2002 Congress on Evolutionary Computation. In IEEE Transactions on Evolutionary Computation, 8(3), pp.256-279, June 2004.
21. M. Allman, S. Floyd, and C. Partridge, "Increasing TCP's Initial Window," RFC 3390, October 2002.