
Dr. Marco FIORE
Research Associate Professor
- PhD: Telecommunications and Electronics Engineering - Politecnico di Torino, 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 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
Energy-Efficient Orchestration of Metro-Scale 5G Radio Access Networks
The 40th IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). Online. May 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
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
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
Privacy in trajectory micro-data publishing: a survey
Transactions on Data Privacy. Volume 13 , August 2020
Previous publications
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecastingcall_made
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IEEE Journal on Selected Areas in Communications 30(2)