Skip to main content
SpringerLink
Log in

Adaptive Per-application Load Balancing with Neuron-Fuzzy to Support Quality of Service for Voice over IP in the Internet

  • Conference paper
Book cover Knowledge-Based Intelligent Information and Engineering Systems (KES 2003)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2773))

Abstract

This paper presents a per-application load balancing with adaptive feedback control to optimize both QoS requirement for VoIP application (first target) and effective link usages (second target) over the Internet. In order to forward the Internet applications over the route coupling with respect to QoS for VoIP, the perceptron neural net is used to classify the applications with similar properties belong to one of two groups. However, the perceptron has some limitations such as non-optimization for several targets. Therefore, this paper proposes to develop the perceptron with fuzzy control approach to eliminate the limitation of perceptron and enhance the capability of perceptron.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 74.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 99.00
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Chimmanee, S., Wipusitwarakun, K., Runggeratigul, S.: Load Balancing for Zone Routing Protocol to Support QoS in Ad Hoc Network. In: Proc. ITC-CSCC 2002, July 16-19, vol. 3, pp. 1685–1688 (2002)

    Google Scholar 

  2. Chimmanee, S., Wipusitwarakun, K., Termsinsuwan, P., Gando, Y.: Application Routing Load Balancing (ARLB) to support QoS for VoIP application over VPN Environment. In: Proc. IEEE NCA 2001, February 11-13, pp. 94–99 (2002)

    Google Scholar 

  3. Ali, A., Tervo, R.: Traffic Identification Using Artificial Neural Network. In: Canadian Conference on Electrical and Computer Engineering 2001, vol. 1, pp. 667–671 (2001)

    Google Scholar 

  4. Lazzerini, Reyneri, L.M., Chiaberge, M.: Neuron-Fuzzy Approach to Hybrid Intelligent Control. IEEE transactions on industry applications 35(2) (March/April 1999)

    Google Scholar 

  5. Jain, L.C.: Intelligent Adaptive Control Industrial Applications. CRC Press LLC, Boca Raton (1999)

    Google Scholar 

  6. Passino, K.M., Yurkovich, S.: Fuzzy Control. Addison Wesley Longman, Inc., Amsterdam (1998)

    Google Scholar 

  7. Fausett, L.: Fundamentals of Neural Networks Architectures, Algorithms, and Applications. Prentice-Hall, Inc., New Jersey (1994)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Sirindhorn International Institute of Technology (SIIT), Thammasat University, Thailand

    Sanon Chimmanee, Komwut Wipusitwarakun & Suwan Runggeratigul

Authors
  1. Sanon Chimmanee
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Komwut Wipusitwarakun
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Suwan Runggeratigul
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Computing Laboratory, Oxford University, Parks Road, OXI 3QD, United Kingdom

    Vasile Palade

  2. Intelligent Systems and Signal Processing Labs, Moulsecoomb, University of Brighton, BN2 4GJ, Brighton, United Kingdom

    Robert J. Howlett

  3. Knowledge-Based Intelligent Engineering Systems Centre, Mawson Lakes, University of South Australia, 5095, Adelaide, SA, Australia

    Lakhmi Jain

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Chimmanee, S., Wipusitwarakun, K., Runggeratigul, S. (2003). Adaptive Per-application Load Balancing with Neuron-Fuzzy to Support Quality of Service for Voice over IP in the Internet. In: Palade, V., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2003. Lecture Notes in Computer Science(), vol 2773. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45224-9_73

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-45224-9_73

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40803-1

  • Online ISBN: 978-3-540-45224-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics

Search

Navigation