Deployment for Balanced and Efficient 5G Slice Based on VIKOR

Yajuan Liang, Jiahao Qiu, Feng Hu, Shufeng Li
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Abstract

The Fifth-Generation (5G) mobile network is expected to meet the diverse requirements of verticals by providing a promising platform for innovative applications. Network slicing is recognized as a key technology to realize the provision of services on demand for 5G broadcasting by slicing an infrastructure physical network into a dedicated sub-physical logical network. However, as the dimension of physical network resources and the number of users increase, how to efficiently and balanced deploy the network slices is the main issue in a multi-domain network since the network slices share limited resources. In this paper, a heuristic and dynamic algorithm is proposed based on the VIKOR method which shortens the time of NS deployment by orchestrating nodes and links simultaneously. In the nodes provisioning stage, according to the topology information based on Complex Network theory, the importance of nodes is sorted, which increases the acceptance ratio. In the path-selecting stage, a strategy is put forward that decreases resource usage and balances the physical resource distribution. Extensive simulations have been conducted which show that our algorithm performs better in terms of resource balancing and achieves a higher acceptance ratio both in a static and dynamic environment.
基于VIKOR的均衡高效5G分片部署
第五代(5G)移动网络有望通过为创新应用提供有前景的平台,满足垂直行业的多样化需求。网络切片是将基础设施物理网络切片为专用子物理逻辑网络,实现5G广播按需服务的关键技术。然而,随着网络物理资源维度和用户数量的增加,由于网络切片共享有限的资源,如何高效、均衡地部署网络切片是多域网络中的主要问题。本文提出了一种基于VIKOR方法的启发式动态算法,通过同时编排节点和链路来缩短网络部署时间。在节点分配阶段,根据复杂网络理论的拓扑信息,对节点的重要性进行排序,提高了节点的接受率。在路径选择阶段,提出了减少资源使用和平衡物理资源分配的策略。大量的仿真结果表明,该算法在静态和动态环境下都具有较好的资源均衡性能和较高的接受率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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