Distributed multi-tenant RAN slicing in 5G networks

被引:0
|
作者
Zeina Awada
Karen Boulos
Melhem El-Helou
Kinda Khawam
Samer Lahoud
机构
[1] Saint Joseph University of Beirut,Ecole Supérieure d’Ingénieurs de Beyrouth
[2] University of Versailles,undefined
来源
Wireless Networks | 2022年 / 28卷
关键词
5G networks; RAN slicing; Distributed non-cooperative game; Best response dynamics; Nash equilibrium; Price of anarchy;
D O I
暂无
中图分类号
学科分类号
摘要
Network slicing is a promising technology in 5G networks. The key concept is to divide the physical network into multiple logical networks, that are tailored to fulfill diverse service requirements. In this paper, we propose a multi-tenant radio access network (RAN) slicing approach that enables adaptive and isolated logical networks. We first formulate the multi-tenant RAN slicing problem as a centralized convex optimization problem that accounts for service resource requirements and ensures multi-tenant and multi-service isolation. Further, to reduce signaling load and preserve operator privacy, we portray the RAN slicing problem as a distributed non-cooperative game and prove the existence and uniqueness of a Nash equilibrium. We evaluate the efficiency of our distributed approach and then compare it with the state-of-the-art. Simulation results show that our distributed approach significantly improves resource utilization and operator satisfaction, while reducing computational complexity.
引用
收藏
页码:3185 / 3198
页数:13
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