Journal Article

Stationary Analysis Fluid Model Driven by an M \ k\ / M / 1 Queue

Ali, Karima Ahmed El-Sayed

2023

Overview

A Fluid queue is a mathematical model used to describe fluid level in a reservoir subject to randomly determined periods of filling and emptying the system without interruption called a buffer, according to a randomly varying rate regulated by an external stochastic environment. Such fluid queues are used as a mathematical tool for modeling, for example, to approximate discrete models, model the spread of wildfires in ruin theory and to model high speed data networks, a router, computer networks including call admission control, traffic shaping and modeling of TCP and production and inventory systems. The fluid from the first phase (i.e, fluid output of the Μ [k] / Μ /1 queue) goes to the second phase represents a buffer with a constant leak rate c. We always assume that service rate is greater than buffer, μ ˃ c. In this paper, a fluid queue driven by infinite queue with fixed -size batch arrivals. The generating function technique is used to obtain the expressions for steady-state distribution of both the buffer content and stationary state probabilities of background birth-death process. Hence, the performance measures are computed whereas the server utilization analysis and mean buffer content are investigated.. In addition, some numerical results are provided to illustrate the effect of various parameters on the distribution of the buffer content.

• Publisher: جامعة الزقازيق - كلية التجارة
• Subject: الإحصاء الرياضي / صفوف انتظار السوائل / محتوى المخزون