IMDEA Networks
Dr. Michele GUCCIARDO
Post-Doc Researcher
- Affiliation: IMDEA Networks Institute
- BSc: Telecommunications Engineering - Politecnico di Milano. Milano, Italy
- MSc: Telecommunications Engineering - University of Palermo. Palermo, Italy
- PhD: Information and Communication Technologies - University of Palermo. Palermo, Italy
- Ph.D. Thesis: Challenges and opportunities in emerging high-density wireless networks
- Ph.D. Date: February 2020
- Ph.D. Supervisor: Dr. Ilenia Tinnirello
- Former position: PhD Student. University of Palermo. Palermo. Italy | Backend developer. In.Sight s.r.l. Palermo. Italy | Research Engineer. CNIT. Palermo. Italy
- Joining date: March 2021
- Email: michele.gucciardo@imdea.org
- Phone: +34 91 481 6931
Publications
Fast Detection of Cyberattacks on the Metaverse through User-plane Inference
Beyza Bütün, Aristide Tanyi Jong Akem, Michele Gucciardo, Marco Fiore
International Conference on Metaverse Computing, Networking and Applications. Kyoto, Japan. June 2023
Showcasing In-Switch Machine Learning Inference (Demo)
Aristide Tanyi Jong Akem, Beyza Bütün, Michele Gucciardo, Marco Fiore
IEEE International Conference on Network Softwarization. Madrid, Spain. June 2023
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Ginés García, Andra Lutu, Gabriele Baldoni, Marco Fiore
2023 EuCNC & 6G Summit. Gothenburg, Sweden. June 2023
Demonstrating Flow-Level In-Switch Inference (Demo)
Michele Gucciardo, Aristide Tanyi Jong Akem, Beyza Bütün, 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, Michele Gucciardo, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Previous publications
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Impact of Spreading Factor Imperfect Orthogonality in LoRa Communicationscall_made
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International Tyrrhenian Workshop on Digital Communication. Palermo, Italy. September 2017
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LoRa Technology Demystified: from Link Behavior to Cell-Level Performancecall_made
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IEEE Transactions on Wireless Communications. Volume 19, Issue 2. February 2020.
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Performance of LoRa technology: link-level and cell-level performancecall_made
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Book chapter of LPWAN Technologies for IoT and M2M Applications. Academic Press. 2020.
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A Flexible 4G/5G Control Platform for Fingerprint-based Indoor Localizationcall_made
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IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Paris, France. May 2019.
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Impact of LoRa Imperfect Orthogonality: Analysis of Link-Level Performancecall_made
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IEEE Communications Letters. Volume 22, no. 4. April 2018.
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Demo: A Cell-Level Traffic Generator for LoRa Networkscall_made
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ACM International Conference on Mobile Computing and Networking (MOBICOM). Snowbird, USA. October 2017