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289508

Stationary Analysis Fluid Model Driven by an Queue

Article

Last updated: 27 Dec 2024

Subjects

-

Tags

الاحصاء والرياضة والتأمين

Abstract

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 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.

DOI

10.21608/zcom.2023.187188.1209

Keywords

Fluid Queue, Queue, Fixed-size Batch Arrivals, Buffer Content, Generating Function Method

Authors

First Name

كريمة

Last Name

السيد

MiddleName

-

Affiliation

كلية التجارة - جامعه الازهر بنات -قسم الاحصاء كلية الادارة والاعمال - جامعه الاميرة نورة بنت عبد الرحمن -الرياض

Email

kaali@pnu.edu.sa

City

-

Orcid

-

Volume

45

Article Issue

2

Related Issue

39661

Issue Date

2023-04-01

Receive Date

2023-01-16

Publish Date

2023-04-01

Page Start

126

Page End

141

Print ISSN

1110-7731

Online ISSN

2735-4512

Link

https://zcom.journals.ekb.eg/article_289508.html

Detail API

https://zcom.journals.ekb.eg/service?article_code=289508

Order

22

Type

تجاریة کل ما یتعلق بالعلوم التجاریة

Type Code

1,572

Publication Type

Journal

Publication Title

مجلة البحوث التجارية

Publication Link

https://zcom.journals.ekb.eg/

MainTitle

Stationary Analysis Fluid Model Driven by an Queue

Details

Type

Article

Created At

27 Dec 2024