Asymptotic product-form steady-state for generalized Jackson networks in multi-scale heavy traffic

arXiv (Cornell University)(2023)

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摘要
We prove that under a multi-scale heavy traffic condition, the stationary distribution of the scaled queue length vector process in any generalized Jackson network has a product-form limit. Each component in the product form has an exponential distribution, corresponding to the Brownian approximation of a single station queue. The ``single station'' can be constructed precisely and its parameters have a good intuitive interpretation.
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关键词
generalized jackson networks,traffic,product-form,steady-state,multi-scale
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