Can a network learn?
Machine Learning methodologies and applications for next generation networking
[https://gallery.mailchimp.com/8398a3408ec9d275ffbec897c/images/fced57c4-e5a4-4ca8-a7d7-633e19f1d4f2.png] Lipari Summer School on Network and Computer Science
July 7-13, 2019
Aim and scope
Future networks will strongly rely on machine learning and artificial intelligence for all kinds of applications, including network control and maintenance, traffic monitoring and analysis, efficient routing, etc. The purpose of this Summer School is to provide students with an up-to-date overview of the main machine learning-based methodologies and applications in the field of networking. Through lectures and keynotes from widely recognized experts in the area, selected from both academia and industry, students will focus on both theoretical and practical aspects of machine learning applied to computer networks. Besides frontal lectures and tutorials, the schedule further comprises one hands-on session, so as to permit the students to gain concrete experience with selected methodologies.
Lecturers
Pedro Casas<https://bigdama.ait.ac.at/pcasas/>
Big Data Analytics and Machine Learning for Network Monitoring
Austrian Institute of Technology
Merouane Debbah<http://www.laneas.com/merouane-debbah>
Wireless AI: Challenges and Opportunities
Huawei & Centrale Supelec, Paris-Saclay
Marc Lelarge<https://www.di.ens.fr/~lelarge/>
Hands-on introduction to deep learning with PyTorch
INRIA
Keynote Talks:
Stefano Basagni<https://netprog.liparischool.it/>
Northeastern University, Boston, USA
Roberto Bifulco<https://netprog.liparischool.it/>
NEC Labs Europe, Germany
Emilio Calvanese Strinati<https://netprog.liparischool.it/>
CEA LETI, France
Tommaso Melodia<https://netprog.liparischool.it/>
NorthEastern University, Boston, USA
Diego Perino<https://netprog.liparischool.it/>
Telefonica, Spain
Alessandro Redondi<https://netprog.liparischool.it/>
Politecnico di Milano, Italy
Organizers:
Giuseppe Bianchi (University of Roma Tor Vergata, Italy)
Antonio Capone (Politecnico di Milano, Italy)
Sergio Palazzo (University of Catania, Italy)
For more information and REGISTRATION
For travel information and registration visit web site:
https://netprog.liparischool.it <https://netprog.liparischool.it/>
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