IMDEA Networks
Publications
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
The 35th AAAI Conference on Artificial Intelligence (AAAI 2021). Online (previously Vancouver, Canada). February 2021
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
Dario Bega, Marco Gramaglia, Ramón Pérez, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
Microscope: Mobile Service Traffic Decomposition for Network Slicing as a Service
Chaoyun Zhang, Marco Fiore, Ziemlicki Cezary, Paul Patras
The 26th Annual International Conference on Mobile Computing and Networking (MobiCom 2020). Online (previously London, United Kingdom). September 2020
Performance evaluation of hybrid crowdsensing systems with stateful CrowdSenSim 2.0 simulator
Federico Montori, Luca Bedogni, Marco Fiore, Andrea Capponi, Luciano Bononi
Computer Communications. Volume 161 , September 2020
Event-based Vision: Understanding Network Traffic Characteristics
Giulia Attanasio, Marco Fiore, Joerg Widmer
The 21st IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2020). Cork, Ireland. August 2020
Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"?
Luca Chiaraviglio, Giuseppe Bianchi, Nicola Blefari Melazzi, Marco Fiore
IEEE 91st Vehicular Technology Conference (VTC2020-Spring). Antwerp, Belgium. May 2020
Chapter 32 - Crowdsensing architectures for smart cities
Marco Fiore, Andrea Capponi, Dzmitry Kliazovich, Pascal Bouvry
Elsevier. February 2020
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecasting
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Journal on Selected Areas in Communications. DOI: 10.1109/JSAC.2019.2959245. Volume 38 , IEEE. ISSN: 0733-8716. February 2020
The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments
Piergiorgio Vitello, Andrea Capponi, Marco Fiore, Guido Cantelmo, Dzmitry Kliazovich
IEEE Global Communications Conference (Globecom 2019). Waikoloa, HI, USA. December 2019
CrowdSenSim 2.0: A Stateful Simulation Platform for Mobile Crowdsensing in Smart Cities
Federico Montori, Emanuele Cortesi, Luca Bedogni, Andrea Capponi, Marco Fiore, Luciano Bononi
ACM. The 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2019). Miami Beach, FL, USA. November 2019
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