ATM traffic management and congestion control using fuzzy logic

Author

Kandel, Abraham ; Manor, Orly ; Klein, Yaron ; Fluss, Sharon

Author_Institution

Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA

Volume

29

Issue

3

fYear

1999

fDate

8/1/1999 12:00:00 AM

Firstpage

474

Lastpage

480

Abstract

The paper focuses on the use of fuzzy logic in network management, ATM congestion control, and ATM switching. The ATM network management ensures traffic agreement at the source level in order to prevent congestion situations from occurring. The paper reviews work in the area of traffic policing and introduces a scheme for improving the performance of a fuzzy policer. The ATM fuzzy switch introduced, enhances the capabilities of the ATM switch, one of the most critical elements in the ATM network

Keywords

asynchronous transfer mode; computer network management; fuzzy control; fuzzy logic; telecommunication computing; telecommunication congestion control; ATM congestion control; ATM fuzzy switch; ATM network; ATM switching; ATM traffic management; congestion situations; fuzzy logic; fuzzy policer; network management; source level; traffic agreement; traffic policing; Admission control; Asynchronous transfer mode; Communication system traffic control; Fuzzy logic; ISDN; Packet switching; Quality of service; Switches; Traffic control; Transmitters;

fLanguage

English

Journal_Title

Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on

Publisher

ieee

ISSN

1094-6977

Type

jour

DOI

10.1109/5326.777081

Filename

777081