8 citations · 21 across the 20 of their papers we have counts for
5 papers · 1 filter
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…
Privacy-Preserving Edge Caching: A Probabilistic Approach
Seyedeh Bahereh Hassanpour, Ahmad Khonsari, Masoumeh Moradian +1
Edge caching (EC) decreases the average access delay of the end-users through caching popular content at the edge network, however, it increases the leakage probability of valuable…
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…
On Communication Cost vs. Load Balancing in Content Delivery Networks
Mahdi Jafari Siavoshani, Seyed Pooya Shariatpanahi, Hamid Ghasemi +1
It is well known that load balancing and low delivery communication cost are two critical issues in mapping requests to servers in Content Delivery Networks (CDNs). However, the tr…
On the Feasibility of Wireless Interconnects for High-throughput Data Centers
Ahmad Khonsari, Seyed Pooya Shariatpanahi, Abolfazl Diyanat +1
Data Centers (DCs) are required to be scalable to large data sets so as to accommodate ever increasing demands of resource-limited embedded and mobile devices. Thanks to the availa…