Assistant Professor with time contract
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.
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 (6/7/2022-8/7/2022), 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
Courses of Study Boards
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
Teachings
PhD
- Data mining concepts and algorithms. A.A. 2019/20, 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. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Data mining concepts and algorithms. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Machine learning for networking. A.A. 2022/23, COMMUNICATIONS ENGINEERING. Collaboratore del corso
- Vodafone IoT Academy. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Vodafone IoT Academy. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Interdisciplinary projects. A.A. 2022/23, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
Bachelor of Science
- Basi di dati e sistemi informativi aziendali. A.A. 2019/20, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore del corso
- Basi di dati e sistemi informativi aziendali. A.A. 2020/21, INGEGNERIA DELLA PRODUZIONE INDUSTRIALE. Collaboratore 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. 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. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2021/22, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
Research
Research groups
Publications
Last years publications
PoliTO co-authors
Publications by type
Latest publications View all publications in Porto@Iris
- 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), Nizza, 25-27 Ottobre, 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, 25-27 Ottobre, 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) - 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) - Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, ... (2021)
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3170-3175. ISBN: 978-1-7281-9142-3
Contributo in Atti di Convegno (Proceeding) - Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo (2021)
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow. In: NETWORK, vol. 1, pp. 247-260. ISSN 2673-8732
Contributo su Rivista - Vassio, L.; Zhang, Z. -L.; Giordano, D.; Chandra, A. (2021)
Message from the organizers of WAIN. In: PERFORMANCE EVALUATION REVIEW, vol. 48, pp. 28-28. ISSN 0163-5999
Contributo su Rivista - Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari (2021)
Measuring HTTP/3: Adoption and Performance. In: 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), Online, pp. 1-8. ISBN: 978-1-6654-3590-1
Contributo in Atti di Convegno (Proceeding) - Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; ... (2021)
The New Abnormal: Network Anomalies in the AI Era. In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning / S.N., S.L., Wiley Online Library, pp. 261-288. ISBN: 9781119675501
Contributo in Volume - Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania (2021)
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm. In: ELECTRONICS, vol. 10. ISSN 2079-9292
Contributo su Rivista