Title :
On a reduced load approximation for a multi-stream fluid model
Author :
Agrawal, Rajeev ; Makowski, Armand M. ; Nain, Philippe
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
We propose a general framework for obtaining asymptotic distributional bounds on the stationary backlog W(A1+A2 ,c) in a buffer fed by a combined fluid process A1+A 2 and drained at a constant rate c. The fluid process A1 is an (independent) on-off source with average and peak rates ρ1 and r1, respectively, and with distribution G for the activity periods. The fluid process A2 of average rate ρ2 is arbitrary but independent of Al. These bounds are used to identify subexponential distributions G and fairly general fluid processes A2 such that the reduced load (asymptotic) equivalence P [W(A1+A2,c)>x]~P [W(A1,c-ρ2)>x] (x→∞) holds under the stability condition ρ1+ρ2<c and under the non-triviality condition c-ρ2<r1
Keywords :
exponential distribution; stability; stochastic processes; telecommunication traffic; asymptotic distributional bounds; buffer; exponential distributions; multiple stream fluid model; reduced load approximation; stability; stochastic process; Asymptotic stability; Context modeling; Multiplexing; NASA; Pareto analysis; Procurement; Springs; Statistical distributions; Telecommunication traffic; Traffic control;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.760736