Danilo Giordano

Danilo Giordano's picture

Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)

  • Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory

Profile

Research interests

Big data
Internet
Machine learning
Predictive maintenance
Smart cities

Biography

Danilo graduated with Ph.D. in Electronic Engineering in 2017. He is an Associate 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

IINF-05/A - Information Processing Systems
(Area 0009 - Industrial and information engineering)

Skills

ERC sectors

PE6_7 - Artificial intelligence, intelligent systems, multi agent systems
PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
PE7_8 - Networks (communication networks, sensor networks, networks of robots, etc.)

SDG

Goal 9: Industry, Innovation, and Infrastructure
Goal 11: Sustainable cities and communities

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)

Editorial boards

  • COMPUTER NETWORKS (2024-), Editorial board member

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
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Teaching

Collegi of the degree programmes

Teachings

PhD

MostraNascondi A.A. passati

Master of Science

MostraNascondi A.A. passati

Bachelor of Science

MostraNascondi A.A. passati

Research

Research groups

Research projects

Projects funded by competitive calls

Projects funded by commercial contracts

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Supervised PhD students

  • Yuqi Zhao. Programme in Ingegneria Informatica E Dei Sistemi (40th cycle, 2024-in progress)
    Research subject: Continuous Machine Learning for Cybersecurity
    Cybersecurity
    Data science, Computer vision and AI
    Cybersecurity
    Data science, Computer vision and AI
  • Kai Huang. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
    Research subject: Automatic identification of cyberthreats via distributed darknets and honeypots
    Cybersecurity
    Data science, Computer vision and AI
    Cybersecurity
    Data science, Computer vision and AI
  • Francesco De Santis. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
    Research subject: The decision-making process followed by machine learning models is often unobservable. For this reason, it is essential to develop methodologies that make this process more transparent.
    Data science, Computer vision and AI
    Data science, Computer vision and AI
  • Matteo Boffa. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (37th cycle, 2021-2025)
    Thesis: Language Models and Cybersecurity - Applications and Current Limits
  • 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

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