具有多次休假、拒绝和背弃变量的马尔可夫多服务器反馈队列的数学分析

A. Bouchentouf, Latifa Medjahri, Mohamed Boualem, Ajay Kumar
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引用次数: 3

摘要

在本文中,我们分析了在多个假期的变体下,具有客户不耐烦和伯努利反馈的多服务器队列。到达后,客户根据对系统大小和服务器状态的观察,决定是加入还是退出系统。据推测,由于系统中已经经历了漫长的等待,客户在繁忙和休假期间都可能出现不耐烦。后者可以通过系统所使用的某种机制来保持。反馈发生在返回部分已服务客户以获得新服务时。所考虑的队列可用于对电信网络中的信息传输过程进行建模。我们发展了稳态概率的Chapman-Kolmogorov方程,并用概率生成函数法求解微分方程。此外,我们还得到了一些重要系统特征的显式表达式。导出了不同的排队指数,如服务器处于不同状态时的概率、单位时间内服务的平均客户数量以及拒绝和拒绝的平均率。
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Mathematical analysis of a Markovian multi-server feedback queue with a variant of multiple vacations, balking and reneging
In this paper, we analyze a multi-server queue with customers impatience and Bernoulli feedback under a variant of multiple vacations. On arrival, a customer decides whether to join or balk the system, based on the observation of the system size as well as the status of the servers. It is supposed that customer impatience can arise both during busy and vacation period because of the long wait already experienced in the system. The latter can be retained via certain mechanism used by the system. The feedback occurs as returning a part of serviced customers to get a new service. The queue under consideration can be used to model the processes of information transmission in telecommunication networks. We develop the Chapman-Kolmogorov equations for the steady-state probabilities and solve the differential equations by using the probability generating function method. In addition, we obtain explicit expressions of some important system characteristics. Different queueing indices are derived such as the probabilities when the servers are in different states, the mean number of customers served per unit of time, and the average rates of balking and reneging.
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来源期刊
CiteScore
0.60
自引率
0.00%
发文量
20
审稿时长
10 weeks
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