流量不确定性下的网络切片嵌入——一种轻鲁棒方法

Andreas Baumgartner, T. Bauschert, Abdul A. Blzarour, Varun S. Reddy
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引用次数: 13

摘要

5G网络被认为是高度灵活和可编程的端到端连接和计算基础设施。在这种情况下,网络切片的概念尤为重要。从网络基础设施的角度来看,网络切片指的是为租户提供和分配物理基板网络资源。为了实现有效的资源分配,需要合适的优化模型。在我们之前的文章[2]中,我们提出了一个模型,该模型通过使用众所周知的Γ-robustness概念来考虑流量的不确定性。我们进一步扩展了该模型,以处理一般的网络切片,并考虑单衬底链路和节点故障[3]。在本文中,我们提出了一个应用轻鲁棒性b[4][5]概念的新模型,以解决我们以前模型的可扩展性问题,并更深入地了解鲁棒性价格与实现鲁棒性之间的权衡。我们使用来自SNDlib[6]的网络拓扑示例,将我们的模型与标称方法和Γ-robust方法进行比较,以适应不同的场景。
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Network slice embedding under traffic uncertainties — A light robust approach
5G networks are conceived to be highly flexible and programmable end-to-end connect-and-compute infrastructures. In that context, the concept of network slicing is of particular importance [1]. From a network infrastructure point of view, network slicing refers to the provisioning and assignment of physical substrate network resources to tenants. To enable an efficient resource allocation, suitable optimization models are required. In our previous contributions [2], we presented a model that takes into account traffic uncertainty by using the well known concept of Γ-robustness. We further extended this model to cope with general network slices and to consider also single substrate link and node failures [3]. In this paper, we present a novel model applying the concept of light robustness [4] [5] to address scalability issues of our previous models and to get a deeper insight into the tradeoff between the price of robustness and the realized robustness. We compare our model with a nominal and Γ-robust approach for different scenarios using network topology examples from SNDlib [6].
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