Dr. Marco FIORE
Research Associate 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 Associate Professor at IMDEA Networks Institute, Spain, where I lead the Networks Data Science group on research activities at the interface of mobile networking and applied data science.
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
BANYAN
Main researcher
Big dAta aNalYtics for radio Access Networks
More infoarrow_right_altDAEMON
Main researcher
Network intelligence for aDAptive and sElf-Learning MObile Networks
More infoarrow_right_alt
Publications
LossLeaP: Learning to Predict for Intent-Based Networking
IEEE International Conference on Computer Communications. virtual. January 2022
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage
IEEE International Conference on Computer Communications. Virtual. January 2022
News or Social Media? Socioeconomic divide of mobile service consumption
Journal of the Royal Society Interface. Volume 18 , The Royal Society. ISSN: 1742-5689. December 2021
SpectraGAN: spectrum based generation of city scale spatiotemporal mobile network traffic data
ACM International Conference on Emerging Networking Experiments and Technologies. Munich, Germany (Virtual Conference). December 2021
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting
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
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
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
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
The 24th Annual International Conference on Mobile Computing and Networking (MobiCom 2018). New Delhi, India. October 2018