285 citations · 1.2k across the 69 of their papers we have counts for
4 papers · 1 filter
Low-Complexity Distributed Radio Access Network Slicing: Algorithms and Experimental Results
Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia +1
Radio access network (RAN) slicing is an effective methodology to dynamically allocate networking resources in 5G networks. One of the main challenges of RAN slicing is that it is…
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos
C. Spampinato, S. Palazzo, P. D'Oro +2
Human behavior understanding in videos is a complex, still unsolved problem and requires to accurately model motion at both the local (pixel-wise dense prediction) and global (aggr…
Securing the Internet of Things in the Age of Machine Learning and Software-defined Networking
Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia
The Internet of Things (IoT) realizes a vision where billions of interconnected devices are deployed just about everywhere, from inside our bodies to the most remote areas of the g…
A Learning Approach for Low-Complexity Optimization of Energy Efficiency in Multi-Carrier Wireless Networks
Salvatore D'Oro, Alessio Zappone, Sergio Palazzo +1
This paper proposes computationally efficient algorithms to maximize the energy efficiency in multi-carrier wireless interference networks, by a suitable allocation of the system r…