SNAF-based Interdependent E2E Network Resource Slicing Scheme for a Virtualized Network

Samuel Rene Adolphe Sebakara, Guolin Sun, Guisong Liu
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Abstract

To meet the requirements of assorted applications from different service providers operating on a shared infrastructure, the current generation of mobile cellular networks (5G) rely on network slicing. However, the synchronization of RAN and core network slicing has not been investigated as an interdependent resource allocation problem. This paper proposes a novel End to End (E2E) resource slicing and allocation scheme. The Slice to Node Access Factor (SNAF) based E2E Slice resource provisioning scheme is proposed based on diverse users' Quality of Service (QoS) requirements for transmission delay and data rate. The SNAF, in principle, ensures proper resource provisioning and traffic synchronization, and thus allocates radio resources based on the provisioned affordable traffic and backhaul resources, and vice versa. Based on the 5G air interface, we ran a system-level simulation to assess the performance of our solution from multiple angles. Simulation findings show that our proposed SNAF-based interdependent E2E resource allocation delivers improved E2E traffic-resource synchronization and enhances QoS satisfaction with minimum resource utilization when compared to benchmarked state-of-the-art methods.
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虚拟化网络中基于snaf的相互依赖端到端网络资源切片方案
为了满足在共享基础设施上运行的来自不同服务提供商的各种应用的需求,当前一代移动蜂窝网络(5G)依赖于网络切片。然而,RAN和核心网切片的同步并没有作为一个相互依赖的资源分配问题进行研究。提出了一种新的端到端(E2E)资源切片和分配方案。针对不同用户对传输时延和数据速率的QoS要求,提出了基于SNAF (Slice to Node Access Factor)的端到端分片资源分配方案。SNAF原则上保证了适当的资源分配和业务同步,从而根据所提供的可负担的业务和回程资源分配无线电资源,反之亦然。基于5G空中接口,我们进行了系统级仿真,从多个角度评估了我们的解决方案的性能。仿真结果表明,与最先进的基准方法相比,我们提出的基于snaf的相互依赖的端到端资源分配提供了改进的端到端流量资源同步,并以最小的资源利用率提高了QoS满意度。
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