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Fuzzy Congestion Control and Policing in ATM Networks
Ming-Chang Huang, Seyed Hossein Hosseini , K. Vairavan , Hui Lan
Pages - 65 - 84     |    Revised - 20-02-2009     |    Published - 15-03-2009
Volume - 3   Issue - 1    |    Publication Date - February 2009  Table of Contents
ATM, Fuzzy Logic, Leaky Bucket, Jump Window, Exponentially Weighted Moving Average
In this paper, usage parameter control (UPC) is presented to ensure that each source conforms to its negotiated parameters in ATM networks. To meet the requirements for the policing function, a fuzzy logic-based system is proposed to deal with the congestion control and policing problem in ATM networks. There are four types of different mechanisms, Jump Window (JW), Exponentially Weighted Moving Average (EWMA), Leaky Bucket (LB) and modified Fuzzy Leaky Bucket (FLB) techniques to be identified, analyzed and simulated by the traffic parameters. The Fuzzy Leaky Bucket (FLB) modifies the token rate in accordance with the peak rate, mean rate and the burst time, which characterize the source behavior. Simulation results show that FLB system is transparent to the sources with the parameter values which are negotiated at the call setup and effective in detecting source violation with low response time. The performance of FLB is significantly better than other mechanisms, in terms of both dynamic behaviors of responsiveness and selectivity.
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Andrew S. Tanenbaum, “Computer Networks”, Prentice Hall Inc., 2004.
Basil Maglaris, Dimitris Anastassiou, Prodip Sen, Gunnar Karlsson and John D. Robbins. “Performance Models of Statistical Multiplexing in Packet Video Communications”, IEEE Transactions on Communications, vol. 36, No. 7, July 1988.
Erwin P. Rathgeb, “Modeling and Performance Comparison of Policing Mechanism for ATM Networks", IEEE Journal on Selected Areas in Communications, vol. 9, No. 3, pp325-333, April 1991.
G. Ascia, V. Catania, and Daniela Panno, "An Efficient Buffer Management Policy Based on an Integrated Fuzzy-GA Approach", IEEE INFOCOM 2: 1042-1048, 2002.
G. Ascia, V. Catania, and Daniela Panno. "A Fuzzy Buffer Management Scheme for ATM and IP Networks", IEEE INFOCOM 3: 1539-1547, 2001.
Hank B. Verbruggen and Robert Babuska, “Fuzzy Logic Control Advances in Applications”, World Scientific Series in Robotics and Intelligent Systems – Vol. 23, World Scientific Publishing Co. Pte. Ltd., 1999.
Harry Heffes and David M. Lucantoni, “A Markov Modulated Characterization of Packetizd Voice and Data Traffic and Related Statistical Multiplexer Performance”, IEEE Journal on Selected Areas in Communications, vol. Sac-4, No. 6, September Aug 1998.
Hiroshi Saito, Masatoshi Kawarasaki, Hiroshi Yamada, “An Analysis of Statistical Multiplexing in an ATM Transport Network”, IEEE Journal on Selected Areas in Communications, vol. 9, No. 3, pp359-367, April 1991.
Hiroshi Yamada, Shuichi Sumita, “A Traffic Measurement Method and its Application for Cell Loss Probability Estimation in ATM Network”, IEEE Journal on Selected Areas in Communications, vol. 9, No. 3, pp315-323, April 1991.
Houming Liu, “Computer Networks”, Publishing House of Electronics Industry, 1997.
Huigang Wang, “Computer System Simulation Theory and Applications,” University of National Defense Technology Press, 1994.
Huiling Zhao, Guohong Zhang, Lin Hu and Youkang Shi, “ATM, Frame Relay, IP Techniques and Application”, Publishing House of Electronics Industry, 1998.
Hung T. Nguyen and Elbert A. Walker, “A First Course in Fuzzy Logic Second Edition”, Chapman & Hall/CRC, 1999.
Jan Jantzen, “Design of Fuzzy Controllers”, Tech. Report no 98-E 864 (design), Technical University of Denmark, Department of Automation, Aug, 1998.
Milena Butto, Elisa Cavallero and Alberto Tonietti, “Effectiveness of the “Leaky Bucket” Policing Mechanism in ATM Networks”, IEEE Journal on Selected Areas in Communications, vol. 9, No. 3, pp335-341, April 1991.
Mischa Schwartz, “Broadband Integrated Networks”, Prentice Hall, 1996
Naohisa Ohta, “Packet Video Modeling and Signal Processing”, Artech House, Inc., 1994
P Koutsakis and M. Paterakis, “Call-Admission-Control and traffic-policing mechanisms for the transmission of videoconference traffic From MPEG-4 and H.263 video coders in wireless ATM networks”, IEEE transactions on vehicular technology, vol. 53, no. 5, 2004, 1525--1530.
R. Royand, S.S. Panwar, "Efficient Buffer Sharing inShared Memory ATM Systems with Space Priority Traffic", IEEECommunications Letters 6: 162-164, 2002.
Raj Jain, “The Art of Computer Systems Performance Analysis”, John Wiley & Sons, Inc., 1991.
Ray-Guang Cheng and Chung-Ju Chang, “Design of Fuzzy Traffic Controller for ATM Networks”, IEEE/ACM Transactions on Networking, vol. 4, No. 3, pp460-469, June 1996.
Shiwen Lu, “Data Communications and ATM Network”, Tsing Hua University Press, 1998.
Somchai Lekcharoen and Chanintorn Jittawiriyanukoon. “C. Deadlock of Avoidance Backoff Schemes in Policing Mechanisms”, IEE Proceedings of the International Mobility Conference (MobiCon '05), 2005, pp.1--5.
Somchai Lekcharoen and Chanintorn Jittawiriyanukoon. “QoS Sensitive Fuzzy Backoff Schemes in Policing Mechanisms”, IEE Proceedings of the International Mobility Conference (MobiCon'05), 2005, 1--6.
Somchai Lekcharoen, Chalida Chaochanchaikul and Chanintorn Jittawiriyanukoon. “A design fuzzy control policing mechanisms on quality of service support in wireless networks”, Proceedings of the 3rd ACM International Conference on Mobile Technology, Applications & Systems (Mobility 06), pp1-6, Bangkok, Thailand, Oct. 25–27, 2006,
Timothy J. Ross, “Fuzzy Logic with Engineering Applications”, McGraw-Hill, 1995.
Uyles Black, “ATM: Foundation for Broadband Networks”, Prentice Hall, 1995.
Uyles Black, “Emerging Communications Technologies 2nd Edition”, Prentice Hall, 1997.
Walter J. Goralski, “Introduction to ATM Networking”, McGraw Hall, Publishing House of Electronics Industry, 1999.
William Stallings, “High Speed Networks TCP/IP and ATM Design Principles”, Prentice Hall, 1998.
Dr. Ming-Chang Huang
- Taiwan
Mr. Seyed Hossein Hosseini
- Taiwan
Mr. K. Vairavan
- Taiwan
Mr. Hui Lan
- Taiwan