IMDEA Networks
Dr. Marco FIORE
Research Professor
- PhD: Telecommunications and Electronics Engineering - Politecnico di Torino. Turin, Italy
- Former position: Associate Professor at INSA Lyon, France / Researcher at CNR, Italy
- Joining date: January 2020
- Email: marco.fiore@imdea.org
- Phone: +34 91 481 6926
Biography
I am a Research Professor at IMDEA Networks Institute in Madrid, Spain, where I lead the Networks Data Science group on research activities at the interface of mobile networking and applied data science. I am also co-founder and CTO at Net AI, a network intelligence start-up based in Edinburgh, UK.
I received MSc degrees from University of Illinois at Chicago, USA, and Politecnico of Torino, Italy, a PhD degree from Politecnico di Torino, Italy, and a Habilitation à Diriger des Recherches (HDR) from Université de Lyon, France.
Prior to joining IMDEA Networks Institute, I held positions as Maître de Conférences (Associate Professor) at Institut National des Sciences Appliquées (INSA) de Lyon, France, and Researcher at Consiglio Nazionale delle Ricerche (CNR), Italy. I have been a visiting researcher at Rice University, USA, Universitat Politècnica de Catalunya (UPC), Spain, and University College London (UCL), UK, as well as an Associate Researcher at Inria, France.
I was a Marie Curie fellow, and a Royal Society visiting research fellow. I am a senior member of IEEE, and a member of ACM.
My research has received funding from the European Union within both FP7 and H2020 framework programmes, as well as from national and regional research agencies in France and Spain. I am currently coordinating the H2020 DAEMON project, one of the eight 5G PPP projects what are spearheading 6G research in Europe, with a focus on the integration of intelligence in future-generation mobile networks. I collaborate with industrial and academic partners, including Orange, Telefónica, Nokia, NEC, Inria, or University of Edinburgh.
The results of my work have appeared in major conferences and journals in the networking field, including ACM MobiCom, ACM CoNEXT, IEEE INFOCOM, IEEE Transactions on Mobile Computing, or IEEE Journal on Selected Areas in Communications. See my Google Scholar page for up-to-date bibliometrics.
Research projects
BRAIN
Main researcher
Explainable and robust AI for integration in next generation networked systems
More infoarrow_right_altBANYAN
Main researcher
Big dAta aNalYtics for radio Access Networks
More infoarrow_right_altDAEMON
Project coordinator
Network intelligence for aDAptive and sElf-Learning MObile Networks
More infoarrow_right_altAEON-CPS
Main researcher
Network Intelligence for cyber-physical system support
More infoarrow_right_altAEON-ZERO
Main researcher
Network Intelligence for zero-touch orchestration and anomaly detection
More infoarrow_right_altECOMOME
Main researcher
Energy consumption measurements and optimization in mobile networks
More infoarrow_right_alt
Publications
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore.
IEEE International Conference on Computer Communications. New York, United States. May 2023
Flowrest: Practical Flow-Level Inference in Programmable Switches with Random Forests
Aristide Tanyi Jong Akem, Marco Fiore.
IEEE International Conference on Computer Communications. New York, United States. May 2023
LossLeaP: Learning to Predict for Intent-Based Networking
Alan Collet, Albert Banchs, Marco Fiore.
IEEE International Conference on Computer Communications. virtual. May 2022
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage
André Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Marco Fiore.
IEEE International Conference on Computer Communications. Virtual. May 2022
CartaGenie: Context-Driven Synthesis of City-Scale Mobile Network Traffic Snapshots
Kai Xu, Rajkarn Singh, Hakan Bilen, Marco Fiore, Mahesh Marina, Yue Wang.
IEEE International Conference on Pervasive Computing and Communications. Pisa, Italy. March 2022
SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data
Kai Xu, Rajkarn Singh, Marco Fiore, Mahesh Marina, Hakan Bilen, Muhammad Usama, Howard Benn, Cezary Ziemlicki.
ACM International Conference on Emerging Networking Experiments and Technologies. Munich, Germany (Virtual Conference). December 2021
News or Social Media? Socioeconomic divide of mobile service consumption
Iñaki Ukar, Marco Gramaglia, Marco Fiore, Zbigniew Smoreda, Esteban Moro.
Journal of the Royal Society Interface. Volume 18 , The Royal Society. ISSN: 1742-5689. December 2021
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
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
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
Dario Bega, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez.
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning
Dario Bega, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez.
The 38th IEEE International Conference on Computer Communications (IEEE INFOCOM 2019). Paris, France. April 2019
How should I slice my network? A multi-service empirical evaluation of resource sharing efficiency
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez.
The 24th Annual International Conference on Mobile Computing and Networking (MobiCom 2018). New Delhi, India. October 2018