Dena Markudova

PhD Student - Network traffic data analysis, Machine learning

Email: dena.markudova@polito.it
PhD Scolarship: Machine Learning in network management for improving QoE in web applications
Website: link

Dena is a PhD student in Electrical, Electronics and Communications Engineering at Politecnico di Torino, Italy and member of the SmartData@Polito research center. Her research focuses on Data science applied to Computer Networking – traffic analysis and application of Machine learning algorithms for better Network management. She obtained her Bachelor degree in Telecommunications at “Ss. Cyril and Methodius” University in Skopje, North Macedonia in 2016 and her Master’s degree in ICT for Smart Societies at Politecnico di Torino in 2018.


Recent Publications since 2017 (4)

  1. Antonio Nistico, Dena Markudova, Martino Trevisan, Michela Meo, Giovanna Carofiglio (2021) A comparative study of RTC applications, In: Proceedings of the 2020 IEEE International Symposium on Multimedia (ISM), pages 1-8, ISBN: 978-1-7281-8697-9...
  2. Gianluca Perna, Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafò, Giovanna Carofiglio (2021) Online Classification of RTC Traffic, In: Proceedings of the 2021 IEEE 18th Annual Consumer Communications & Networking Conference, pages 1-6, ISBN: 978-1-7281-9794-4
  3. Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo (2020) Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems, In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), pages 1-6, ISBN: 978-1-7281-4149-7
  4. D. Markudova, E. Baralis, L. Cagliero, M. Mellia, L. Vassio, E. Amparore, R. Loti, L. Salvatori (2019) Heterogeneous industrial vehicle usage predictions: A real case, In: CEUR Workshop Proceedings, pages 1-6