Intelligent Traffic Management Service Using Fuzzy Logic Controller in High Speed Networks

Authors

  • Muppineni Sravanthi  Department of ECE, JNTU Ananthapur, JNTUACEA, Andhra Pradesh, India

DOI:

https://doi.org//10.32628/IJSRST196217

Keywords:

Traffic Management, Fuzzy Logic Controller, IQ size, BDP, XCP, RCP, XCP

Abstract

Network traffic management is a core area of research that is of great importance in the field of communication. This paper proposes a new scheme for controlling router side traffic in networks by updating source sending rate according to its IQ size. A new fuzzy controller is to be modelled to implement the proposed system. Simulation results and comparisons has verified the effectiveness and showed that our proposed scheme can achieve better performances than the existing protocols.

References

  1. Jungang Liu and Oliver W.W. Yang "using fuzzy logic control to provide Intelligent Traffic Management Service for High-Speed Networks", IEEE Trans. Netw. Service Manage., Vol. 10, No. 2, June 2013.
  2. Jingyuanwang, Jiangoowen, Junzhang, Yuxing Han "TCP-FIT an improved TCP Congestion control algorithm and its Performance" PP. 2895-2902, April 2011.
  3. Zongnao lu.shijie Zhang "Stability Analysis of XCP congestion control system"PP. 1-6, April 2009.
  4. Xialong li, yousef zocdeh, homayoun"Analysis, simulation and implementation of VCP A wireless profiling", PP. 1345-1358, Oct 2010.
  5. Yueping zhang, Dark dleonard, Dmitrilognuinov" JetMax: Scalable max-min congestion control for high-speed hetrogenous".
  6. Jain, Loguinov "PIQI: RCP Design and Analysis of Rate –Based Explicit Congestion Controller" pp. 10-20,June 2001
  7. Nyirenda.C.N, Daward D.s"Fuzzy logic congestion control in IEEE 802.11 wireless local network: A performance evaluation"pp. 1-7,Sep 2007
  8. Seas’, Luengo.J, Herrara"Fuzzy rule Based classification system versus crisp robust learners trained in presence of class noise’s effects: A case of study"pp. 1229-1234, Nov 2011.
  9. Dross, J.shortle, Thompson, et.al "Fundamentals of Queuing Theory "John Wiley & sons Inc., 2008
  10. M. Welzl, Network Congestion Control: Managing Internet Traffic. John Wiley & Sons Ltd., 2005.
  11. R. Jain, "Congestion control and traffic management in ATM networks: recent advances and a survey," Computer Networks ISDN Syst., vol. 28, no. 13, pp. 1723–1738, Oct. 1996.
  12. V. Jacobson, "Congestion avoidance and control," in Proc. 1988

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Published

2019-04-30

Issue

Section

Research Articles

How to Cite

[1]
Muppineni Sravanthi, " Intelligent Traffic Management Service Using Fuzzy Logic Controller in High Speed Networks , International Journal of Scientific Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011, Volume 6, Issue 2, pp.95-98, March-April-2019. Available at doi : https://doi.org/10.32628/IJSRST196217