DataBase and Data Mining Group

Danilo Giordano

Danilo Giordano, Assistant Professor

Contacts: danilo.giordano ‘at’ polito.it

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 in 2014. and CAIDA, UCSD in 2016, 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.

Research Interests

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

MAIN TOPICS

I have been involved in many research projects addressing different topics:

  • Predictive Maintenance
  • Network measurements
  • Big data
  • Smart cities

FUNDED PROJECTS

  • Network Monitoring for QoE Assessment, (2021-ongoing), Skylogic
  • Toward a zero defects manufacturing process with Artificial Intelligence applications, (2020-2021), Centro di Ricerche Fiat
  • Smart manufacturing and process improvement driven by Machine Learning in Industry 4.0, (2019-2020), Centro di Ricerche Fiat
  • Big Data platform for FFCS design: from Gas to Electric, (2017-2018), Siebel Energy Institute

PATENTS

  • Unsupervised methodology to unveil content delivery network structures, US9686173B1, 2017
  • ORGANISATIONS OF TECHNICAL PROGRAM COMMITTEES

    • Co-chair of the 2nd International Workshop on AI in Networks and Distributed Systems, 2021
    • Chair of the Data challenge of the 6th European Conference of the Prognostics and Health Management Society 2021 
    • Co-chair of the 2nd International Workshop on AI in Networks and Distributed Systems, 2020
    • Co-chair of the Data challenge of the 5th European Conference of the Prognostics and Health Management Society 2020 

    PARTICIPATION TO TECHNICAL PROGRAM COMMITTEES

    • Network Traffic Measurement and Analysis Conference, 2021
    • International conference of Network Systems and Services, 2021
    • International Workshop on Analytics for Network and Service Management, 2021 
    • International Workshop on Analytics for Network and Service Management, 2020
    • International Teletraffic Congress, 2020
    • International Conference on Networking, Sensing and Control, 2020
    • International Conference on Networking, Sensing and Control, 2019
    • Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks, 2019
    • International Conference on emerging Networking EXperiments and Technologies, 2019
    • International Teletraffic Congress, 2019
    • International Workshop on AI in Networks, 2018