1.2k citations · 9.5k across the 261 of their papers we have counts for
15 papers · 2 filters
Wireless Network Intelligence at the Edge
Jihong Park, Sumudu Samarakoon, Mehdi Bennis +1
Fueled by the availability of more data and computing power, recent breakthroughs in cloud-based machine learning (ML) have transformed every aspect of our lives from face recognit…
Taming the latency in multi-user VR 360: A QoE-aware deep learning-aided multicast framework
Cristina Perfecto, Mohammed S. Elbamby, Javier Del Ser +1
Immersive virtual reality (VR) applications require ultra-high data rate and low-latency for smooth operation. Hence in this paper, aiming to improve VR experience in multi-user VR…
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory
Qianqian Zhang, Walid Saad, Mehdi Bennis +3
In this paper, a novel framework is proposed to enable a predictive deployment of unmanned aerial vehicles (UAVs) as temporary base stations (BSs) to complement ground cellular sys…
Collaborative Artificial Intelligence (AI) for User-Cell association in Ultra-Dense Cellular Systems
Kenza Hamidouche, Ali Taleb Zadeh Kasgari, Walid Saad +2
In this paper, the problem of cell association between small base stations (SBSs) and users in dense wireless networks is studied using artificial intelligence (AI) techniques. The…
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications
Sumudu Samarakoon, Mehdi Bennis, Walid Saad +1
In this paper, the problem of joint power and resource allocation (JPRA) for ultra-reliable low-latency communication (URLLC) in vehicular networks is studied. Therein, the network…
Decentralized Asynchronous Coded Caching in Fog-RAN
Wenlong Huang, Yanxiang Jiang, Mehdi Bennis +3
In this paper, we investigate asynchronous coded caching in fog radio access networks (F-RAN). To minimize the fronthaul load, the encoding set collapsing rule and encoding set par…