Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach

arXiv:2405.05748v1 Announce Type: cross
Abstract: Network slicing is a key feature in 5G/NG cellular networks that creates customized slices for different service types with various quality-of-service (QoS) requirements, which can achieve service differentiation and guarantee service-level agreement (SLA) for each service type. In Wi-Fi networks, there is limited prior work on slicing, and a potential solution is based on a multi-tenant architecture on a single access point (AP) that dedicates different channels to different slices. In this paper, we define …

abstract agreement arxiv cellular cs.lg differentiation eess.sp feature key network networks primal prior quality requirements service slice slicing state type types wi-fi work