Title :
Self-tuning transmission rate manager for fuzzy traffic control of ATM network
Author :
Raju, G.V.S. ; Zou, Qiru
Author_Institution :
Div. of Eng., Texas Univ., San Antonio, TX, USA
Abstract :
This paper presents a method for the design of a self-tuning transmission rate manger to improve the performance of a fuzzy traffic controller that simultaneously manages congestion control and connection admission control for asynchronous transfer mode (ATM) network. An ATM network requires a sophisticated, real-time traffic controller that manages connection admission control and congestion control, to guarantee the quality of service (QoS) for existing calls and to achieve high system utilization. This self-tuning transmission rate manager adjusts source rates of data traffic yielding high system utilization and low cell loss rate. Simulation results show the total system utilization improves from 69% to 99% and cell loss probability (ratio) reduces from 2.9e-3 to 3.0e-8
Keywords :
asynchronous transfer mode; fuzzy control; multimedia communication; quality of service; telecommunication congestion control; QoS; asynchronous transfer mode; congestion control; connection admission control; fuzzy traffic controller; high speed networks; multimedia services; quality of service; rate manager; self-tuning; transmission rate manger; Admission control; Asynchronous transfer mode; Communication system traffic control; Control systems; Design methodology; Fuzzy control; Quality management; Quality of service; Real time systems; Traffic control;
Conference_Titel :
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-7087-2
DOI :
10.1109/ICSMC.2001.973071
