1 citations · 1 across the 1 of their papers we have counts for
3 papers
Generative Resource Allocation for 6G O-RAN with Diffusion Policies
Salar Nouri, Mojdeh Karbalaeimotaleb, Vahid Shah-Mansouri +1
Dynamic resource allocation in O-RAN is critical for managing the conflicting QoS requirements of 6G network slices. Conventional reinforcement learning agents often fail in this d…
Generative AI for O-RAN Slicing: A Semi-Supervised Approach with VAE and Contrastive Learning
Salar Nouri, Mojdeh Karbalaee Motalleb, Vahid Shah-Mansouri +1
This paper introduces a novel generative AI (GAI)-driven, unified semi-supervised learning architecture for optimizing resource allocation and network slicing in O-RAN. Termed Gene…
Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic
Ali Parchekani, Salar Nouri, Vahid Shah-Mansouri +1
In this paper, we introduce a novel end-to-end traffic classification method to distinguish between traffic classes including VPN traffic in three layers of the Open Systems Interc…