Multi-scale Network Optimization

Sequential Learning and Decision Making in Networks

Sequential Learning and Decision Making in Networks Millimeter-wave (mmWave) with phase array systems are utilized to increase the data rate in wireless communication systems. In order to perform beamforming, however, one must find the Angle of Arrival (AoA). To estimate the AoA for the mmWave systems, one must also consider the cost of the receiver […]

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

By Angela Berti13 August 2024NetworksCommunication Networks and Systems, Multi-scale Network Optimization

Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach In enterprise settings, it is vital to manage network operations to support multiple use cases with different requirements. Additionally, 3GPP includes architectures to integrate Wi-Fi in converged connectivity (5G + Wi-Fi) in enterprise. Network slicing allows an access point (AP) to allocate the network resources across […]