5G网络切片:基于拍卖的模型

Menglan Jiang, M. Condoluci, Toktam Mahmoodi
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引用次数: 111

摘要

5G移动网络有望满足多种业务类型的多样化需求。与此同时,一些5G用例在延迟和带宽方面的要求很难满足,而且往往成本高昂。人们普遍认为,一个系统不可能适合所有系统,需要根据特定业务用例的需求定制网络。网络切片是将物理网络划分为不同的切片,根据切片运营商的要求和切片用户的要求进行配置,以提供不同质量的服务。由于这些切片将由业务(例如垂直业务)使用,因此将物理资源分配给网络切片不再仅仅是性能问题,而是收入和业务模式的问题。本文提出了一种基于拍卖的资源与收益联合优化模型。通过广泛的仿真研究,我们证明了我们提出的拍卖模型可以将网络资源分配给网络切片,以提供(i)每个网络切片更高的需求满意度,以及(ii)增加网络收入1。
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Network slicing in 5G: An auction-based model
The 5G mobile network is expected to meet the diverse demands from multiple types of business services. At the same time, some of the 5G use cases come with hard, and often expensive to meet, requirements in terms of latency and bandwidth. It is a common understanding that one system can not fit all and there is a need for customizing network according to the requirements of specific business use cases. Network slicing is introduced to partition the physical network to different slices to be configured for providing different quality of service as requested by the slice' operator and required by the slice' users. Since these slices will be used by the businesses, e.g. verticals, allocating physical resources to the network slices, is not anymore only a matter of performance but also a matter of revenue and business model. In this paper, we address a joint resource and revenue optimization a novel auction based model. Through extensive simulation study, we demonstrate our proposed auction model can allocate network resources to network slices for providing (i) higher satisfaction of requirements per network slice, and (ii) increased network revenue1.
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