TNG Group @ Politecnico di Torino
Telecommunication Networks Group @ Politecnico di Torino
TNG Group @ Politecnico di Torino

Danilo Giordano

All Publications

  1. Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M., Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks, in: Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024, 2023
  2. Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco, Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems, 2023
  3. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario, Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2023
  4. DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia, GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features, in: 2023 IEEE International Conference on Big Data (Big Data), 2023
  5. Andreoletti, Davide; Rottondi, Cristina; Ezzeddine, Fatima; Ayoub, Omran; Giordano, Silvia, ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks, in: Proceedings of 18th Wireless On-Demand Network Systems and Services Conference (WONS), 2023
  6. Ayoub, Omran; Troia, Sebastian; Andreoletti, Davide; Bianco, Andrea; Tornatore, Massimo; Giordano, Silvia; Rottondi, CRISTINA EMMA MARGHERITA, Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation, in: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2023
  7. Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio, A first look at HTTP/3 adoption and performance, in: COMPUTER COMMUNICATIONS, 2022
  8. Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier, A first look at starlink performance, in: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference, 2022
  9. Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide, Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case, in: COMPUTERS IN INDUSTRY, 2022
  10. Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization, 2022
  11. Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario, Legal Entity Disambiguation for Financial Crime Detection, in: 2022 IEEE International Conference on Big Data (Big Data), 2022
  12. Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J., Message from the organizers of WAIN, in: PERFORMANCE EVALUATION REVIEW, 2022
  13. Ayoub, Omran; Bianco, Andrea; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Rottondi, Cristina, On the Application of Explainable Artificial Intelligence to Lightpath QoT Estimation, in: Proceedings of 2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022
  14. Ayoub, Omran; Andreoletti, Davide; Troia, Sebastian; Giordano, Silvia; Bianco, Andrea; Rottondi, CRISTINA EMMA MARGHERITA, Quantifying Features’ Contribution for ML-based Quality-of-Transmission Estimation using Explainable AI, in: Proceedings of European Conference on Optical Communication (ECOC) 2022, 2022
  15. Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco, What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring, in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022
  16. Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco, When satellite is all you have: watching the internet from 550 ms, in: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference, 2022
  17. Andreoletti, Davide; Rottondi, CRISTINA EMMA MARGHERITA; Bianco, Andrea; Giordano, Silvia, A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks, in: Proceedings of 2021 Optical Fiber Communications Conference and Exhibition (OFC), 2021
  18. Giordano, Danilo; Vassio, Luca; Cagliero, Luca, A multi-faceted characterization of free-floating car sharing service usage, in: TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES, 2021
  19. Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo, A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow, in: NETWORK, 2021
  20. Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Benefits of Relocation on E-scooter Sharing – a Data-Informed Approach, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021
  21. Trevisan, Martino; Vassio, Luca; Giordano, Danilo, Debate on online social networks at the time of COVID-19: An Italian case study, in: ONLINE SOCIAL NETWORKS AND MEDIA, 2021
  22. Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide, Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case, in: EXPERT SYSTEMS WITH APPLICATIONS, 2021
  23. Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco, Environmental and Economic Comparison of ICEV and EV in Car Sharing, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​, 2021
  24. Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania, K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm, in: ELECTRONICS, 2021
  25. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari, Measuring HTTP/3: Adoption and Performance, in: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), 2021
  26. Vassio, L.; Zhang, Z. -L.; Giordano, D.; Chandra, A., Message from the organizers of WAIN, in: PERFORMANCE EVALUATION REVIEW, 2021
  27. Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio, The New Abnormal: Network Anomalies in the AI Era, in: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, 2021 , pp. 261 - 288
  28. Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo; Rajiullah, Mohammad; Alfredsson, Stefan; Brunstrom, Anna; Midoglu, Cise; Alay, Özgü, An Open Dataset of Operational Mobile Networks, in: MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless, 2020
  29. Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA, Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis, in: COMPUTING, 2020
  30. Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco, E-Scooter Sharing: Leveraging Open Data for System Design, in: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2020
  31. Trevisan, Martino; Khatouni, Ali Safari; Giordano, Danilo, ERRANT: Realistic Emulation of Radio Access Networks, in: COMPUTER NETWORKS, 2020
  32. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco, Five Years at the Edge: Watching Internet From the ISP Network, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2020
  33. Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela, Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems, in: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), 2020
  34. Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco, On Scalability of Electric Car Sharing in Smart Cities, in: 2020 IEEE International Smart Cities Conference (ISC2), 2020
  35. Perna, Gianluca; Trevisan, Martino; Giordano, Danilo, Realistic testing of RTC applications under mobile networks, in: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, 2020
  36. Khatouni, A. S.; Soro, F.; Giordano, D., A machine learning application for latency prediction in operational 4G networks, in: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, 2019
  37. Andreoletti, Davide; Ayoub, Omran; Rottondi, Cristina; Giordano, Silvia; Verticale, Giacomo; Tornatore, Massimo, A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks, in: IEEE ACCESS, 2019
  38. Andreoletti, D.; Rottondi, C.; Giordano, S.; Verticale, G.; Tornatore, M., An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching, in: proceedings of IEEE International Conference on Communications, 2019
  39. Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo, Data-Driven Emulation of Mobile Access Networks, in: Proceedings of the 15th International Conference on Network and Service Management (CNSM), 2019
  40. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free floating electric car sharing design: Data driven optimisation, in: PERVASIVE AND MOBILE COMPUTING, 2019
  41. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing: A Data Driven Approach for System Design, in: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019
  42. Nisi, Matteo; Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA, Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis, in: 2019 Workshops of the EDBT/ICDT Joint Conference, 2019
  43. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing, in: 21st International Conference on Intelligent Transportation Systems (ITSC), 2018
  44. Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio, Five Years at the Edge: Watching Internet from the ISP Network, in: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018), 2018
  45. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning, in: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), 2018
  46. Andreoletti, D.; Giordano, S.; Rottondi, C.; Tornatore, M.; Verticale, G., To be neutral or not neutral? the in-network caching dilemma, in: IEEE INTERNET COMPUTING, 2018
  47. Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Mellia, Marco; Morichetta, Andrea; Putina, Andrian; Salutari, Flavia, UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data, in: Proceedings of the IEEE Conference on Smart City Innovations, 2017
  48. Giordano, Danilo; Traverso, Stefano; Mellia, Marco; Grimaudo, Luigi; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi; Nucci, Antonio, Unsupervised methodology to unveil content delivery network structures, 2017
  49. Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana Paula, Users’ Fingerprinting Techniques from TCP Traffic, in: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017
  50. Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario, A First Characterization of Anycast Traffic from Passive Traces, in: Traffic Monitoring and Analysis workshop (TMA), 2016
  51. Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca, SeLINA: a Self-Learning Insightful Network Analyzer, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2016
  52. Vassio, Luca; Metwalley, Hassan; Giordano, Danilo, The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios, in: Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges, 2016 , pp. 119 - 129
  53. Giordano, Danilo; Traverso, Stefano; Mellia, Marco, Exploring Browsing Habits of Internauts, in: AINTEC '15 Proceedings of the Asian Internet Engineering Conference, 2015
  54. Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi, YouLighter, in: Titolo volume non avvalorato, 2015
  55. Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi, YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes, in: IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2015
  56. Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi, YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes, in: 27th International Teletraffic Congress (ITC 27), 2015
  57. Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Baldi, Mario; Baralis, ELENA MARIA; Mellia, Marco, Network Highlighter, in: Titolo volume non avvalorato, 2014
  58. Bianco, Andrea; Giordano, S; Lombardo, A., Multimedia Networking, in: Wiley Encyclopedia of Telecommunications, 2003