5G核心网网络切片缓存资源共享

Qingmin Jia, Renchao Xie, Tao Huang, Jiang Liu, Yun-jie Liu
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引用次数: 0

摘要

网络切片被认为是下一代移动网络(5G)的一项有前途的技术,它可以创建虚拟网络,并按需提供定制服务。现有的网络切片研究主要集中在虚拟化技术上,没有很好地考虑到网络内缓存。而网内缓存作为信息中心网络(ICN)的关键技术之一,已被认为是5G网络应对流量爆炸和网络挑战的重要途径。在本文中,作者共同考虑了网络内缓存与网络切片的结合。他们提出了一种5G核心网网络切片的高效缓存资源共享方案,旨在解决如何在多个网络切片之间高效共享基础设施提供商(Infrastructure Provider, InP)有限的物理缓存资源的问题。此外,从网络切片的角度出发,将缓存资源共享问题表述为一个非合作博弈,并提出了一种基于缓存资源更新的迭代算法,以获得纳什均衡解。仿真结果表明,该算法具有良好的收敛性能,验证了该方案的有效性。
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Caching Resource Sharing for Network Slicing in 5G Core Network
Network slicing has been considered a promising technology in next generation mobile networks (5G), which can create virtual networks and provide customized service on demand. Most existing works on network slicing mainly focus on virtualization technology, and have not considered in-network caching well. However, in-network caching, as the one of the key technologies for information-centric networking (ICN), has been considered as a significant approach in 5G network to cope with the traffic explosion and network challenges. In this article, the authors jointly consider in-network caching combining with network slicing. They propose an efficient caching resource sharing scheme for network slicing in 5G core network, aiming at solving the problem of how to efficiently share the limited physical caching resource of Infrastructure Provider (InP) among multiple network slices. In addition, from the perspective of network slicing, the authors formulate caching resource sharing problem as a non-cooperative game, and propose an iteration algorithm based on caching resource updating to obtain the Nash Equilibrium solution. Simulation results show that the proposed algorithm has good convergence performance, and illustrate the effectiveness of the proposed scheme.
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