Advertisement

The Optimal Utilization of Multi-Service SCP

  • Tang Haitao
  • Olli Simula
Chapter
Part of the IFIP — The International Federation for Information Processing book series (IFIPAICT)

Abstract

This paper introduces one method for the optimal utilization of the SCP which offers several kinds of services at the same time. There are three issues related to this method, i.e. the simu­lation of the traffic for the services, the approximation of the service-related system capaci­ties, and the adaptation for the environment which is constructed mainly by the traffic for the different services. The adaptation (called SOM-D) is the main part of this paper. It consists of using Self-Organizing Feature Map to encode the time-varying environment and using one adaptive gap decoder to get the optimal gap sequences. Simulation is made to test the method. The results show that the system performance can be significantly improved by this adaptive method.

Keywords

System Capacity Optimal Utilization Simulated Traffic Intelligent Network Code Book 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. [1]
    R.I. Wilkinson, “Theories for toll traffic engineering in the U.S.A.,” Bell Syst. Tech. J. vol. 35, no. 2, pp. 421–514, Mar. 1956.MathSciNetGoogle Scholar
  2. [2]
    ] W. S. Hayward and J. P. Moreland, “Total network data system: Theoretical and engineering foundations, ” Bell Syst. Tech. J., vol. 62, no. 7, pp. 2183–2207, Sept. 1983.Google Scholar
  3. [3]
    T. Kohonen, “Self-Organizing Maps” Springer-Verlag, 1995.Google Scholar
  4. [4]
    Simon Haykin, “Neural Networks,” Macmillan College Publishing Company, Inc., pp. 397–434, 1994.Google Scholar
  5. [5]
    Henry J. Fouler and Will E. Leland, “Local Area Network Traffic Characteristics, with Implications for Broadband Network Congestion Management,” IEEE J on Selected Areas in Communications, vol. 9, no. 7, pp. 1139–1149, Sept. 1991.CrossRefGoogle Scholar
  6. [6]
    Kohonen T., Hynninen J., Kangas J., and Laaksonen J., “SOM-PAK, The Self- Organizing Map Program Package, ver. 3.1,” Mar. 1995.CrossRefGoogle Scholar
  7. [7]
    E.7IN1. ITU-SG2, “Draft Recommendation”.Google Scholar
  8. [8]
    CCITT Recommendations Q.1200 series, Intelligent Networks, Geneva, Switzerland (1992).Google Scholar
  9. [9]
    Tang Haitao and Karkkainen Esa, “The Local Management for A Service Control Point,” IFIP TC6 Workshop on Intelligent Networks, vol. I, pp. 45–55, Aug. 1994.Google Scholar
  10. [10]
    Eurescom P308, “Methods and Specifications for Tools to Dimension Intelligent Networks, Deliverable 2, IN Service Model and Traffic Performance Analysis”, Volume 1 of 2: Main Part, March 1995.Google Scholar

Copyright information

© Springer Science+Business Media Dordrecht 1997

Authors and Affiliations

  • Tang Haitao
    • 1
  • Olli Simula
    • 1
  1. 1.Laboratory of Computer and Information ScienceHelsinki University of TechnologyEspooFinland

Personalised recommendations