56 citations · 82 across the 5 of their papers we have counts for
5 papers
FAVANO: Federated AVeraging with Asynchronous NOdes
Louis Leconte, Van Minh Nguyen, Eric Moulines
In this paper, we propose a novel centralized Asynchronous Federated Learning (FL) framework, FAVANO, for training Deep Neural Networks (DNNs) in resource-constrained environments.…
Performance Limits of Network Densification
Van Minh Nguyen, Marios Kountouris
Network densification is a promising cellular deployment technique that leverages spatial reuse to enhance coverage and throughput. Recent work has identified that at some point ul…
Coverage and capacity scaling laws in downlink ultra-dense cellular networks
Van Minh Nguyen, Marios Kountouris
Driven by new types of wireless devices and the proliferation of bandwidth-intensive applications, data traffic and the corresponding network load are increasing dramatically. Netw…
Best Signal Quality in Cellular Networks: Asymptotic Properties and Applications to Mobility Management in Small Cell Networks
Van Minh Nguyen, François Baccelli, Laurent Thomas +1
The quickly increasing data traffic and the user demand for a full coverage of mobile services anywhere and anytime are leading mobile networking into a future of small cell networ…
A Unified Stochastic Model of Handover Measurement in Mobile Networks
Van Minh Nguyen, Chung Shue Chen, Laurent Thomas
Handover measurement is responsible for finding a handover target and directly decides the performance of mobility management. It is governed by a complex combination of parameters…