On Two Priority Multi-Server Queues with Impatient Customers

This study considers a system of multi-server queues with two classes of impatient customers: high-priority and low-priority. Customers join the system according to a Poisson process and customers may abandon service after entering the queue for an exponentially distributed duration with distinct...

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Bibliographic Details
Main Author: Hung-Wei Li
Format: Article
Language:English
Published: Operations research society of Taiwan 2016-07-01
Series:International Journal of Operations Research
Subjects:
Online Access:http://www.orstw.org.tw/ijor/vol13no2/IJOR2016_vol13_no2_p058_p076_final.pdf
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spelling doaj-36e6d28abf4247b6a4363774a57ff3ea2020-11-24T20:41:40ZengOperations research society of TaiwanInternational Journal of Operations Research1813-713X1813-71482016-07-011325876On Two Priority Multi-Server Queues with Impatient CustomersHung-Wei Li0Department of Mathematical Sciences, National Chengchi University, Taipei, TaiwanThis study considers a system of multi-server queues with two classes of impatient customers: high-priority and low-priority. Customers join the system according to a Poisson process and customers may abandon service after entering the queue for an exponentially distributed duration with distinct rates. In this paper, we consider last come-first served (LCFS) and first come-first served (FCFS), and service time is assumed to be distributed exponentially among all customers. Deriving the Laplace transforms of the defined random variables and applying the matrix geometric method with direct truncation makes it possible to obtain an approximation of the stationary distribution in order to calculate the expected waiting time for both classes of customers. For each class of customer, we derive performance measures related to stationary probability distributions and conditional waiting times.http://www.orstw.org.tw/ijor/vol13no2/IJOR2016_vol13_no2_p058_p076_final.pdfmulti-server queuesimpatient customersnon-preemptive service policy
collection DOAJ
language English
format Article
sources DOAJ
author Hung-Wei Li
spellingShingle Hung-Wei Li
On Two Priority Multi-Server Queues with Impatient Customers
International Journal of Operations Research
multi-server queues
impatient customers
non-preemptive service policy
author_facet Hung-Wei Li
author_sort Hung-Wei Li
title On Two Priority Multi-Server Queues with Impatient Customers
title_short On Two Priority Multi-Server Queues with Impatient Customers
title_full On Two Priority Multi-Server Queues with Impatient Customers
title_fullStr On Two Priority Multi-Server Queues with Impatient Customers
title_full_unstemmed On Two Priority Multi-Server Queues with Impatient Customers
title_sort on two priority multi-server queues with impatient customers
publisher Operations research society of Taiwan
series International Journal of Operations Research
issn 1813-713X
1813-7148
publishDate 2016-07-01
description This study considers a system of multi-server queues with two classes of impatient customers: high-priority and low-priority. Customers join the system according to a Poisson process and customers may abandon service after entering the queue for an exponentially distributed duration with distinct rates. In this paper, we consider last come-first served (LCFS) and first come-first served (FCFS), and service time is assumed to be distributed exponentially among all customers. Deriving the Laplace transforms of the defined random variables and applying the matrix geometric method with direct truncation makes it possible to obtain an approximation of the stationary distribution in order to calculate the expected waiting time for both classes of customers. For each class of customer, we derive performance measures related to stationary probability distributions and conditional waiting times.
topic multi-server queues
impatient customers
non-preemptive service policy
url http://www.orstw.org.tw/ijor/vol13no2/IJOR2016_vol13_no2_p058_p076_final.pdf
work_keys_str_mv AT hungweili ontwoprioritymultiserverqueueswithimpatientcustomers
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