A fuzzy admission control scheme for high-speed networks

L. Barolli, A. Koyama, T. Yamada, S. Yokoyama, T. Suganuma, N. Shiratori

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

In high-speed networks, the traffic control design becomes an important challenge, because of the diverse services support and the need for an efficient network resource engineering. To cope with rapidly changing network conditions and bursty traffic, the traffic control methods must be adaptive, flexible, and intelligent for efficient network management. Use of intelligent methods based on fuzzy logic, neural networks and genetic algorithms can prove to be efficient for traffic control in high-speed networks. We propose an intelligent call admission control scheme based on fuzzy logic. Performance evaluation via simulations shows that the proposed scheme has a good equivalent capacity estimation and a better admission region than the equivalent capacity method.

Original languageEnglish
Title of host publicationProceedings - 12th International Workshop on Database and Expert Systems Applications, DEXA 2001
EditorsA. M. Tjoa, R.R. Wagner
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages157-161
Number of pages5
ISBN (Electronic)0769512305
DOIs
Publication statusPublished - 2001 Jan 1
Event12th International Workshop on Database and Expert Systems Applications, DEXA 2001 - Munich, Germany
Duration: 2001 Sep 32001 Sep 7

Publication series

NameProceedings - International Workshop on Database and Expert Systems Applications, DEXA
Volume2001-January
ISSN (Print)1529-4188

Other

Other12th International Workshop on Database and Expert Systems Applications, DEXA 2001
CountryGermany
CityMunich
Period01/9/301/9/7

Keywords

  • Adaptive control
  • Admission control
  • Communication system traffic control
  • Design engineering
  • Fuzzy control
  • Fuzzy logic
  • High-speed networks
  • Intelligent networks
  • Programmable control
  • Traffic control

ASJC Scopus subject areas

  • Engineering(all)

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