AFRED: An adaptive fuzzy-based control algorithm for active queue management

Proceedings - Conference on Local Computer Networks, LCN

Volumn 2003-January, Issue , 2003, Pages 12-20

  Wang, Chonggang ^a   Li, Bo ^a   Sohraby, K ^b   Peng, Yong ^c  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

^b UNIVERSITY OF ARKANSAS   (United States)

^c BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Adaptive control; Algorithm design and analysis; Contracts; Fuzzy logic; Input variables; Programmable control; Technology management; Telecommunication control; Telecommunication traffic; Traffic control

Indexed keywords

ALGORITHMS; COMPUTER NETWORKS; CONGESTION CONTROL (COMMUNICATION); CONTRACTS; FUZZY INFERENCE; QUEUEING NETWORKS; QUEUEING THEORY; TELECOMMUNICATION CONTROL; TELECOMMUNICATION TRAFFIC; TRAFFIC CONTROL; TRANSMISSION CONTROL PROTOCOL;

ADAPTIVE CONTROL; ALGORITHM DESIGN AND ANALYSIS; INPUT VARIABLES; PROGRAMMABLE CONTROLS; TECHNOLOGY MANAGEMENTS;

FUZZY LOGIC;

EID: 84944399660     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/LCN.2003.1243108     Document Type: Conference Paper

References (14)

1. B. Braden, D. Clark, et al., "Recommendations on queue management and congestion avoidance in the Internet," IETF RFC2309, Apr. 1998.
2. S. Floyd and V. Jacobson, "Random early detection gateways for congestion avoidance," IEEE/ACM Trans. on Networking, vol. 1, no. 4, pp. 397-413, Aug. 1993.
3. S. Floyd, "Recommendation on using the 'gentle-' variant of RED," Mar. 2000.
4. W. Feng, D. D. Kandlur, D. Saha, and K. G. Shin, "A self-configuring RED Gateway," in Proceedings of IEEE INFOCOMM, vol. 3, pp. 1320-1328, 1999.
5. W. Feng, D. D. Kandlur, D. Saha, and K. G. Shin, "The blue active queue management algorithms," IEEE/ACM Trans. on Networking, vol. 10, no. 4, pp. 513-528, Aug. 2002.
6. S. Floyd, R. Gummadi, and S. Shenker, "Adaptive RED: An algorithm for increasing the robustness of RED's active queue management," Aug. 2001, under submission.
7. C. Hollot, V. Misra, D. Towsley, and W. Gong, "A control theoretic analysis of RED," in Proceedings of IEEE INFOCOM, vol. 3, pp. 1510-1519, 2001.
8. F. Ren, Y. Ren, and X. Shan, "Design of a fuzzy controller for active queue management", Computer Communications, vol. 25, pp. 874-883, 2002.
9. R. Loukas, S. Kohler, P. Andreas, and T. Phuoc, "Fuzzy RED: Congestion control for TCP/IP Diff-Serv" Electrotechnical Conference (MELECON), vol. 1, pp. 19-22, 2000.
10. S. Ghosh, Q. Razouqi, H. J. Schumacher, A. Celmins, "A survey of recent advances in fuzzy logic in telecommunications networks and new challenges," IEEE Trans. on Fuzzy Systems, vol. 6, no. 3, pp. 443-447, 1998.
11. A. R. Bonde, S. Shosh, "A comparative study of fuzzy versus fixed threshold for robust queue management in cell-switching networks, " IEEE/ACM Trans. on Networking, vol. 2, no. 4, pp. 337-344, Aug. 1994.
12. R. G. Cheng, C. J. Chang, "Design of a fuzzy traffic controller for ATM networks," IEEE/ACM Trans. Networking, vol. 4, pp. 460-469, 1996.
13. M. H. yaghmaee, M. Safavi, and M. B. Menhaj, "An intelligent usage parameter controller based on dynamics rate leaky bucket for ATM networks," Computer Networks, vol. 32, pp. 17-34, 2000.
14. UCN/LBL/VINT, Network simulator-ns2, http://wwwmash.cs.berkeley.edu/ns.