109 citations · 176 across the 6 of their papers we have counts for
6 papers
AFAFed -- Protocol analysis
Enzo Baccarelli, Michele Scarpiniti, Alireza Momenzadeh +1
In this paper, we design, analyze the convergence properties and address the implementation aspects of AFAFed. This is a novel Asynchronous Fair Adaptive Federated learning framewo…
Gomoku: analysis of the game and of the player Wine
Lorenzo Piazzo, Michele Scarpiniti, Enzo Baccarelli
Gomoku, also known as five in a row, is a classical board game, ideally suited for quickly testing novel Artificial Intelligence (AI) techniques. With the aim of facilitating a dev…
Why should we add early exits to neural networks?
Simone Scardapane, Michele Scarpiniti, Enzo Baccarelli +1
Deep neural networks are generally designed as a stack of differentiable layers, in which a prediction is obtained only after running the full stack. Recently, some contributions h…
EcoMobiFog -- Design and Dynamic Optimization of a 5G Mobile-Fog-Cloud Multi-Tier Ecosystem for the Real-Time Distributed Execution of Stream Applications
Enzo Baccarelli, Michele Scarpiniti, Alireza Momenzadeh
The emerging 5G paradigm will enable multi-radio smartphones to run high-rate stream applications. However, since current smartphones remain resource and battery-limited, the 5G er…
Fog-supported delay-constrained energy-saving live migration of VMs over MultiPath TCP/IP 5G connections
Enzo Baccarelli, Michele Scarpiniti, Alireza Momenzadeh
The incoming era of the Fifth-Generation Fog Computing-supported Radio Access Networks (shortly, 5G FOGRANs) aims at exploiting computing/networking resource virtualization, in ord…
Bandwidth management VMs live migration in wireless fog computing for 5G networks
Danilo Amendola, Nicola Cordeschi, Enzo Baccarelli
Live virtual machine migration aims at enabling the dynamic balanced use of the networking/computing physical resources of virtualized data-centers, so to lead to reduced energy co…