An End-to-End (E2E) Network Slicing Framework for 5G Vehicular Ad-Hoc Networks

被引:35
|
作者
Khan, Ammara Anjum [1 ]
Abolhasan, Mehran [1 ]
Ni, Wei [2 ]
Lipman, Justin [1 ]
Jamalipour, Abbas [3 ]
机构
[1] Univ Technol Sydney, Sch Elect & Data Engn, Ultimo, NSW 2007, Australia
[2] CSIRO, Data61, Marsfield, NSW 2122, Australia
[3] Univ Sydney, Ubiquitous Mobile Networking, Sydney, NSW 2006, Australia
关键词
Network slicing; 5G mobile communication; Mission critical systems; Quality of service; Cloud computing; Reliability; Servers; 5; G; vehicular ad-hoc networks; VANETs; edge computing; software defined networking; network function virtualization; genetic algorithm; RAN;
D O I
10.1109/TVT.2021.3084735
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Network slicing is emerging as a promising solution for end-to-end resource management and orchestration together with Software Defined Networking (SDN) and Network Function Virtualization (NFV) technologies. In this paper, a comprehensive network slicing framework is presented to achieve end-to-end (E2E) QoS provisioning among customized services in 5G-driven VANETs. The proposed scheme manages the cooperation of both RAN and Core Network (CN), using SDN, NFV and Edge Computing technologies. Furthermore, a dynamic radio resource slice optimization scheme is formulated mathematically, that handles a mixture of mission-critical and best effort traffic, by delivering the QoS provisioning of Ultra-reliability and low latency. The proposed scheme adjusts the optimal bandwidth slicing and dynamically adapts to instantaneous network load conditions in a way that a targeted performance is guaranteed. The problem is solved using a Genetic Algorithm (GA) and results are compared with the previously proposed 5 G VANET architecture. Simulation reveal that the proposed slicing framework is able to optimize resources and deliver on the key performance metrics for mission critical communication.
引用
收藏
页码:7103 / 7112
页数:10
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