Title :
The effective bandwidth of Markov modulated fluid process sources with a generalized processor sharing server
Author :
Mao, Shiwen ; Panwar, Shivendra S. ; Lapiotis, George
Author_Institution :
Dept. of Electr. & Comput. Eng., Polytech. Univ. Brooklyn, NY, USA
Abstract :
Generalized processor sharing (GPS) is an important scheduling discipline because it enables bandwidth sharing with work conservation and traffic isolation properties. While Markov modulated fluid processes (MMFP) capture the dynamics of the sources, the analysis of such sources with a GPS server is difficult because of the large state space. We study a multi-queue GPS system with MMFP classes and propose a scalable, low complexity algorithm for the tail distributions of the logical queues. The effective bandwidth of the classes and a simple connection admission control (CAC) scheme are derived. Numerical results illustrate the efficiency and accuracy of the technique. The application to an example system of classes consisting of voice and variable bit rate (VBR) video traffic is included
Keywords :
Markov processes; network servers; processor scheduling; queueing theory; telecommunication congestion control; telecommunication traffic; visual communication; voice communication; GPS server; MMFP; Markov modulated fluid process sources; VBR video traffic; bandwidth sharing; connection admission control; effective bandwidth; generalized processor sharing server; logical queues; low complexity algorithm; multi-queue GPS system; scheduling discipline; state space; tail distributions; traffic isolation; variable bit rate video traffic; voice traffic; work conservation; Bandwidth; Communication system traffic control; Fluid dynamics; Global Positioning System; Isolation technology; Probability distribution; Processor scheduling; Quality of service; State-space methods; Traffic control;
Conference_Titel :
Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-7206-9
DOI :
10.1109/GLOCOM.2001.966197