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Product-Form Solutions for Integrated Services Packet Networks and Cloud Computing Systems

机译:集成服务分组网络和云计算系统的产品形式解决方案

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We iteratively derive the product-form solutions of stationary distributions for a type of preemptive priority multiclass queueing networks with multiserver stations. This type of queueing systems can typically be used to model the stochastic dynamics of some large scale backbone networks with multiprocessor shared-memory switches or local (edge) cloud computing centers with parallel-server pools. The queueing networks are Markovian with exponential interarrival and service time distributions. The obtained iterative solutions can be used to conduct performance analysis or as comparison criteria for approximation and simulation studies. Numerical comparisons with existing Brownian approximating model (BAM) related to general interarrival and service times are provided to show the effectiveness of our current designed algorithm and our previous derived BAM. Furthermore, based on the iterative solutions, we can also give some analysis concerning network stability for some cases of these queueing systems, which provides some insight for more general study.
机译:我们迭代地推导一类具有多服务器站点的先占优先级多类排队网络的平稳分布的产品形式解决方案。这种类型的排队系统通常可用于通过多处理器共享内存交换机或具有并行服务器池的本地(边缘)云计算中心来对某些大规模骨干网的随机动力学建模。排队网络是马尔可夫式,具有指数间隔和服务时间分布。所获得的迭代解决方案可用于进行性能分析或用作近似和模拟研究的比较标准。与现有的一般到达间隔和服务时间的布朗近似模型(BAM)进行了数值比较,以显示我们当前设计的算法和我们先前导出的BAM的有效性。此外,基于迭代解决方案,我们还可以针对这些排队系统的某些情况进行有关网络稳定性的分析,从而为更广泛的研究提供一些见识。

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