网络切片边缘基础设施选择的多准则决策方法

Ioannis Dimolitsas, Dimitrios Dechouniotis, V. Theodorou, Panagiotis Papadimitriou, S. Papavassiliou
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引用次数: 6

摘要

在5G网络时代,对高质量业务的需求增长非常快。在5G网络范围内启用网络功能虚拟化和网络切片,旨在满足各种业务案例的严格要求。此外,考虑到基础设施功能之间的差异和过多的各种单独需求,部署此类服务的复杂性也变得更高。这一事实使得为切片部署选择适当的基础设施变得复杂,但也是一个重要的过程,因为从提供者的角度来看,选择的优化会导致用户满意和更好的资源分配。在这项工作中,提出了一个用于网络切片部署的边缘PoP选择框架。该框架考虑了用户的硬需求和软需求,并进行了两阶段的选择。适当基础设施的选择基于多标准决策方法。将该框架与简单滤波和单目标选择方法进行了评估和比较。结果表明,两阶段框架对于同时满足用户需求和优化资源利用的重要性。
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A Multi-Criteria Decision Making Method for Network Slice Edge Infrastructure Selection
In the era of 5G networks, the demand for high quality service provisioning is growing extremely fast. The enabling of Network Function Virtualization and Network Slicing in the scope of 5G network aims to meet the strict requirements of various business cases. Alongside, the complexity of deployment such services becomes also higher, regarding the differences between infrastructure capabilities and the plethora of various individual requirements. This fact makes the selection of the appropriate infrastructure for slice deployment a complex, but also, a major process, as the optimization of the selection leads to the satisfaction of the user and the better resource allocation from the provider's perspective. In this work, an Edge PoP Selection framework for network slice deployment is proposed. This framework takes into account the user's hard and soft requirements and performs a two-stage selection. The selection of the appropriate infrastructure is based on a multi-criteria decision making method. The proposed framework is evaluated and compared with simple filtering and single-objective selection approaches. The promising results show the importance of the two stage framework in order to simultaneously meet the user's requirements and the optimal utilization of the resources.
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