排队系统离散资源共享中已占用资源的分布

T. Ravaliminoarimalalason, Falimanana Randimbindrainibe
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引用次数: 0

摘要

本文研究了排队系统中离散资源的共享问题。我们建立了占用资源分布的分析模型,可以帮助资源量纲化。强调了无限和有限数量的离散服务器资源,并通过遵循泊松分布和二项分布的个别资源需求的特殊情况进行了验证。我们发现,在客户请求的资源的平均数量附近有一个使用峰值,在这个平均值的倍数处有其他低概率的小峰值。队列的收费因子𝝆对资源占用分布的影响最大。
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Distribution of Occupied Resources on A Discrete Resources Sharing in A Queueing System
—In this paper, we study discrete resources sharing in a queueing system. We build analytical model of the distribution of occupied resources that can help for resources dimensioning. Both infinite and finite amount of discrete server resources are highlighted and validated with special cases of individual resource requirement following Poisson and Binomial distribution. It is found that there is a peak of usage near the average number of resources requested by customers, and other small peaks with low probability at multiples of this mean. The charging factor 𝝆 of the queue impacts mostly on the resources occupation distribution.
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