具有速度或容量调制的前台-后台排队模型

Pub Date : 2023-09-01 DOI:10.1016/j.indag.2023.05.005
Andrea Marin , Isi Mitrani
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引用次数: 0

摘要

研究了稳态下前台队列和后台队列的两个模型。服务由单个服务器提供,其速度取决于存在的作业总数,或者由几个并行服务器提供,这些服务器的数量可以动态控制。工作服务时间有两个阶段的Coxian分布。传入作业加入前台队列,在那里执行阶段1,然后可能以较低的优先级移动到第二阶段的后台队列。通过适当的成本函数来检验持有成本和能源消耗成本之间的权衡。精确求解了两个不同的二维马尔可夫过程。这些解用于几个数值实验,旨在说明系统行为的不同方面。
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A Foreground–Background queueing model with speed or capacity modulation

Two models involving a foreground and a background queue are studied in the steady state. Service is provided either by a single server whose speed depends on the total number of jobs present, or by several parallel servers whose number may be controlled dynamically. Job service times have a two-phase Coxian distribution. Incoming jobs join the foreground queue where they execute phase 1, and then possibly move to the background queue for the second phase at lower priority. The trade-offs between holding and energy consumption costs are examined by means of a suitable cost function. Two different two-dimensional Markov processes are solved exactly. The solutions are used in several numerical experiments, aimed at illustrating different aspects of system behaviour.

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