Fixed-term tenure-track assistant professor
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Biography
Danilo graduated with Ph.D. in Electronic Engineering in 2017. He is an Assistant professor at Politecnico di Torino, Italy, and he is a member of the SmartData@PoliTO center on Big Data, Machine Learning and Data Science. In the last years, he was a Research Intern in Naurus Inc. and CAIDA, UCSD, working on the development of machine learning methodologies and big data analysis. He won the IRTF ANR Prize at IETF-98 and the best student paper awards at IEEE International Teletraffic Congress. He participated in the program committees of several conferences, including ACM CoNEXT, ACM IMC, IEEE International Teletraffic Congress, IFIP Network Traffic Measurement and Analysis Conference, and Conference of Prognostics and Health Management Society. His research interests are in the area of the application of predictive maintenance in Industry 4.0, Machine Learning applications, and big data analytics applied to different areas.
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- Best Student Paper Award ITC conferred by IEEE International Teletraffic Congress, United States (2015)
- Coauthor of "IETF Applied Research Prize" paper winner conferred by The Internet Engineering Task Force (IETF), United States (2017)
Conferences
- Publication chair of the 18th International Conference on emerging Networking EXperiments and Technologies (6/12/2022-9/12/2022), Program committee
- Chair of the special session "Data Challenge" of the PHME 22 - 7th European Conference of the Prognostics and Health Management Society 2022 (1/1/2022-8/7/2022), Program chair
- TMA 2021 - https://tma.ifip.org/2021/committee/, Certified auditor
- ITC 2021 - https://itc33.org/tpc.html, Certified auditor
- ANNET 2021 - http://annet2021.idlab.uantwerp.be/?page_id=25, Certified auditor
- Co-chair of WAIN 2021 -3rd Workshop on AI in Networks and Distributed Systems at Performance 2021 https://www.performance2021.deib.polimi.it/wain/, Program chair
- Chair of the special session "Data Challenge" of the PHME 21 - 6th European Conference of the Prognostics and Health Management Society 2021 https://github.com/PHME-Datachallenge/Data-Challenge-2021, Program chair
- ISCNC 2020 - http://www.icnsc2020.org/ProgramCommittee, Certified auditor
- ITC 2020 - https://itc32.org/tpc.html, Certified auditor
- ANNET 2020 - https://annet2020.loria.fr/committees/, Certified auditor
- Co-chair of WAIN 2020 - 2nd Workshop on AI in Networks and Distributed Systems at Performance 2020 https://www.performance2020.deib.polimi.it/wain-3/, Program chair
- Co-chair of the special session "Data Challenge" of the PHME 20 - 5th European Conference of the Prognostics and Health Management Society 2020 http://phmeurope.org/2020/management-team, Program chair
- CoNEXT 2019 - https://conferences2.sigcomm.org/co-next/2019/#!/committee, Certified auditor
- BigDAMA 2019 - https://conferences2.sigcomm.org/co-next/2019/#!/workshop-bigdama, Participation to the organizing committee
- ITC 2019 - https://itc31.itc-conference.org/tpc.html, Certified auditor
- ICSNC 2019 - https://ieeexplore.ieee.org/document/8743209, Certified auditor
- WAIN 2018 - https://performance2018.sciencesconf.org/resource/page/id/16, Certified auditor
Teaching
Collegi of the degree programmes
Teachings
PhD
- Data mining concepts and algorithms. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Data mining concepts and algorithms. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Teaching assistant
- Data mining concepts and algorithms. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Data mining concepts and algorithms. A.A. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Data mining concepts and algorithms. A.A. 2020/21, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Data mining concepts and algorithms. A.A. 2019/20, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- AI and Cybersecurity. A.A. 2024/25, CYBERSECURITY. Titolare del corso
- Big data for Internet applications. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Titolare del corso
- Machine learning for networking. A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
- Interdisciplinary projects. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Vodafone IoT Academy. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Vodafone IoT Academy. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Basi di dati. A.A. 2024/25, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2023/24, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati e sistemi informativi aziendali. A.A. 2021/22, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore del corso
- Basi di dati. A.A. 2021/22, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati e sistemi informativi aziendali. A.A. 2020/21, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati e sistemi informativi aziendali. A.A. 2019/20, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2018/19, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA GESTIONALE. Collaboratore del corso
Research
Research groups
Research projects
Projects funded by competitive calls
- ACRE: AI-Based Causality and Reasoning for Deceptive Assets, (2023-2025) - Responsabile Scientifico
Nationally funded research - PRIN - AI-ZeroDM - Toward a zero defects manufacturing process with Artificial Intelligence applications, (2020-2021) - Responsabile Scientifico
Corporate-funded and donor-funded research - Smart manufacturing and process improvement driven by Machine Learning in Industry 4.0, (2019-2020) - Responsabile Scientifico
Corporate-funded and donor-funded research
Projects funded by commercial contracts
- Preventivatore Best eCar e Approfondimento sull'elettrificabilità del parco auto di una città da definire tramite il preventivatore, (2024-2025) - Responsabile Scientifico
Commercial Research - Applicazione di algoritmi di machine learning per il monitoraggio della qualità del servizio della rete, (2024-2025) - Responsabile Scientifico
Consulting - Production Line Quality Enhancement using Advanced Data Analysis, (2022-2023) - Responsabile Scientifico
Commercial Research - Network Monitoring for QoE Assessment, (2021-2022) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Kai Huang. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
- Francesco De Santis. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
- Matteo Boffa. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2021-in progress)
- Thomas Favale. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (35th cycle, 2019-2023)
Thesis: Strengthening Privacy and Cybersecurity through Anonymization and Big Data
Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks
Publications
Last years publications
PoliTO co-authors
Publications by type
Latest publications View all publications in Porto@Iris
- Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M. (2024)
Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches. In: ELECTRONICS, vol. 13. ISSN 2079-9292
Contributo su Rivista - Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco (2024)
Monitoring Web QoE in Satellite Networks from Passive Measurements. In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), Las Vegas (USA), 06-09 January 2024, pp. 669-676. ISBN: 979-8-3503-0457-2
Contributo in Atti di Convegno (Proceeding) - Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, ... (2024)
LogPrécis: Unleashing language models for automated malicious log analysis. In: COMPUTERS & SECURITY, vol. 141. ISSN 0167-4048
Contributo su Rivista - DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia (2023)
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features. In: 2023 IEEE International Conference on Big Data (Big Data), Sorrento, Italy, 15-18 December 2023, pp. 4240-4247. ISBN: 979-8-3503-2445-7
Contributo in Atti di Convegno (Proceeding) - Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; ... (2023)
Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 20, pp. 5012-5025. ISSN 1932-4537
Contributo su Rivista - Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco (2023)
Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems. In: INFORMATION SCIENCES, vol. 621, pp. 545-561. ISSN 0020-0255
Contributo su Rivista - Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco (2022)
When satellite is all you have: watching the internet from 550 ms. In: Internet Measurement Conference (IMC), Nice (FRA), OCT 25-27, 2022, pp. 137-150. ISBN: 9781450392594
Contributo in Atti di Convegno (Proceeding) - Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier (2022)
A first look at starlink performance. In: Internet Measurement Conference (IMC), Nizza (FRA), 25-27 Ottobre 2022, pp. 130-136. ISBN: 9781450392594
Contributo in Atti di Convegno (Proceeding) - Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco (2022)
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), Genoa, Italy, 06-10 June 2022, pp. 307-313. ISBN: 978-1-6654-9560-8
Contributo in Atti di Convegno (Proceeding) - Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J. (2022)
Message from the organizers of WAIN. In: PERFORMANCE EVALUATION REVIEW, vol. 49, pp. 92-92. ISSN 0163-5999
Contributo su Rivista - Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio (2022)
A first look at HTTP/3 adoption and performance. In: COMPUTER COMMUNICATIONS, vol. 187, pp. 115-124. ISSN 0140-3664
Contributo su Rivista - Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, ... (2022)
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. In: COMPUTERS IN INDUSTRY, vol. 134. ISSN 0166-3615
Contributo su Rivista - Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco (2022)
Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization. In: 6th International Conference on Smart Grid and Smart Cities (ICSGSC), 22-24 October 2022, pp. 48-54. ISBN: 978-1-6654-8783-2
Contributo in Atti di Convegno (Proceeding) - Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, ... (2022)
Legal Entity Disambiguation for Financial Crime Detection. In: 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan, 17-20 December 2022, pp. 6639-6641. ISBN: 978-1-6654-8045-1
Contributo in Atti di Convegno (Proceeding) - Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; ... (2021)
Environmental and Economic Comparison of ICEV and EV in Car Sharing. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) , pp. 1621-1626. ISBN: 978-1-7281-9142-3
Contributo in Atti di Convegno (Proceeding)