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Queue Management using Optimal Margin method to Improve Bottleneck Link Performance
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 Title & Authors
Queue Management using Optimal Margin method to Improve Bottleneck Link Performance
Radwa, Amr;
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 Abstract
In network routers, buffers are used to resolve congestion and reduce packet loss rate whenever congestion occurs at bottleneck link. Most of the existing methods to manage such buffers focus only on queue-length-based control as one loop which have some issues of low link utilization and system stability. In this paper, we propose a novel framework which exploits two-loop control method, e.g. queue-length and congestion window size, combined with optimal margin method to facilitate parameter choices. Simulation results in ns-2 demonstrate that bottleneck link performance can be improved with higher link utilization (85%) and shorter queue length (22%) than the current deployed scheme in commercial routers (RED and DropTail).
 Keywords
AQM;Optimal Margin;Cascade Control;Fluid Flow;
 Language
English
 Cited by
 References
1.
J. Gettys and K. Nichols, "Bufferbloat: Dark Buffers in the Internet," Magazine Queue-Virtualization, Vol. 9, No. 11, pp. 1-15, 2011.

2.
K. Nichols and V. Jacobson, "Controlling Queue Delay," Queue, Vol. 10, No. 5, pp. 20-34, 2012. crossref(new window)

3.
B. Braden et al., "Recommendations on Queue Management and Congestion Avoidance in the Internet," RFC 2309, pp. 1-17, 1998.

4.
S. Floyd and V. Jacobson, "Random Early Detection Gateways for Congestion Avoidance," IEEE/ACM Transactions on Networking, Vol. 1, No. 4, pp. 397-413, 1993. crossref(new window)

5.
C.V. Hollot, V. Misra, D. Towsley, and W.B. Gong, "A Control Theoretic Analysis of RED," Proceeding of IEEE INFOCOM, Vol. 3, pp. 1510-1519, 2001.

6.
T. H. Jørgensen, P. Hurtig and A. Brunstrom, "The Good, the Bad and the WiFi: Modern AQMs in a residential setting," Computer Networks, Vol. 89, pp. 90-106, 2015. crossref(new window)

7.
J. Aweya, M. Ouellette, and D.Y. Montuno, "DRED: a Random Early Detection Algorithm for TCP/IP Networks," International Journal of Communication Systems, Vol. 15, No. 4, pp. 287-307, 2002. crossref(new window)

8.
F. Ren, C. Lin, and B. Wei, "Design a Robust Controller for Active Queue Management in Large Delay Networks," Proceeding of ISCC Computers and Communications, Vol. 2, pp. 748-754, 2004.

9.
S. Xiang, B. Xu, S. Wu, and D. Peng, "Gain Adaptive Smith Predictor for Congestion Control in Robust Active Queue Management," Proceeding of WCICA Intelligent Control and Automation, Vol. 1, pp. 4489-4493, 2006.

10.
R. Zhu, H. Teng, and J. Fu, "A Predictive PID Controller for AQM Router Supporting TCP with ECN," Proceeding of APCC on Multi-Dimensional Mobile Communications, Vol. 1, pp. 356-360, 2004.

11.
Q. Pham, H. Kim, and W. Hwang, "Globally Optimal Solutions for Cross-Layer Design in Fast-Fading Lossy Delay-Constraint MANETs," Journal of Korea Multimedia Society, Vol. 18, No. 2, pp. 168-177, 2015. crossref(new window)

12.
H. To, S. Lee, and W. Hwang, "A Burst Loss Probability Model with Impatient Customer Feature for Optical Burst Switching Networks," International Journal of Communication Systems, Vol. 28, No. 11, pp. 1729-1740, 2015. crossref(new window)

13.
H. To, T. Thi, and W. Hwang, "Cascade Probability Control to Mitigate Bufferbloat under Multiple Real-World TCP Stacks," Mathematical Problems in Engineering, Vol. 2015, 2015. crossref(new window)

14.
D.M. Chiu and R. Jain, "Analysis of the Increase and Decrease Algorithms for Congestion Avoidance in Computer Networks," Journal of Computer Networks and ISDN Systems, Vol. 17, No. 1, pp. 1-14, 1989. crossref(new window)

15.
G. Patil and G. Raina, "Some Guidelines for Queue Management in High-speed Networks," Proceeding of AH-ICI Internet, pp. 1-6, 2012.

16.
H. To. Burst Traffic Management Schemes for Quality of Service in Optical Burst Switching Network, Master's Thesis of Inje University, 2013.

17.
H. To, G. Yoon, J. Nam, G. Solongo, and W. Hwang, "Feedback Burst Loss Ratio Control for Link Performance Improvement in Optical Burst Switching Networks," Journal of Korea Multimedia Society, Vol. 16, No. 9, pp. 1067-1076, 2013. crossref(new window)

18.
K.J. Astrom and R.M. Murray, Feedback Systems: An Introduction for Scientists and Engineers, Princeton University Press, New Jersey, 2008.

19.
T. Issariyakul and E. Hossain. Introduction to Network Simulator NS2. Springer Publishing Company, Incorporated, New York, 2008.

20.
N. Kuhn, P. Natarajan, N. Khademi, and D. Ros, AQM Characterization Guidelines, IETF Internet-Draft, 2015.