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

Marco Mellia

  1. De Santis, Francesco; Giordano, Danilo; Mellia, Marco, GLEm-Net: Unified framework for data reduction with categorical and numerical features, in: KNOWLEDGE-BASED SYSTEMS, vol. 334, , , 2026
  2. Huang, Jia-Nan; Liu, Weiwei; Liu, Guangjie; Gao, Bo; Nie, Fengyuan; Mellia, Marco, STAP: Leveraging State-Transition Adversarial Perturbations for Asymmetric Website Fingerprinting Defenses, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 22, n. 6, pp. 6200-6214, 2025
  3. Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco, Understanding Topics API in the Wild: Dubious Usage and Stale Adoption, in: IEEE TRANSACTIONS ON PRIVACY, vol. 2, , pp. 119-130, 2025
  4. Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara, CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks, in: ACM TRANSACTIONS ON THE WEB, vol. 19, n. 3, , 2025
  5. Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET, V2, CoNEXT1, March 2024 Editorial, in: THE PROCEEDINGS OF THE ACM ON NETWORKING, vol. 2, n. CoNEXT1, pp. 1-1, 2024
  6. Geißler, Stefan; Lutu, Andra; Wamser, Florian; Favale, Thomas; Vomhoff, Viktoria; Krolikowski, Michael; Mellia, Marco; Perino, Diego; Hoßfeld, Tobias, Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, n. 4, pp. 4435-4449, 2024
  7. Liu, Qiong; Zhang, Tianzhu; Hemmatpour, Masoud; Qiu, Han; Zhang, Dong; Chen, Chung Shue; Mellia, Marco; Aghasaryan, Armen, Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective, in: IEEE COMMUNICATIONS MAGAZINE, , , pp. 1-7, 2024
  8. VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico, X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting, in: ACM TRANSACTIONS ON PRIVACY AND SECURITY, vol. 27, n. 3, pp. 1-27, 2024
  9. Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco, Re-Identification Attacks against the Topics API, in: ACM TRANSACTIONS ON THE WEB, vol. 18, n. 3, pp. 1-24, 2024
  10. Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M., Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches, in: ELECTRONICS, vol. 13, n. 18, , 2024
  11. Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben, LogPrécis: Unleashing language models for automated malicious log analysis, in: COMPUTERS & SECURITY, vol. 141, , , 2024
  12. Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario, Cross-network Embeddings Transfer for Traffic Analysis, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, n. 3, pp. 2686-2699, 2024
  13. Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET, V1, CoNEXT3, December 2023 Editorial, in: THE PROCEEDINGS OF THE ACM ON NETWORKING, vol. 1, n. CoNEXT3, pp. 1-2, 2023
  14. Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET V1, N1, June 2023 Editorial, in: Proceedings of the ACM on Networking, vol. 1, n. 1, pp. 1-1, 2023
  15. Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET V1, CoNEXT2, September 2023 Editorial, in: THE PROCEEDINGS OF THE ACM ON NETWORKING, vol. 1, n. 2, pp. 1-1, 2023
  16. Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario, i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis, in: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, vol. 23, n. 3, pp. 1-28, 2023
  17. Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco, Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems, in: INFORMATION SCIENCES, vol. 621, , pp. 545-561, 2023
  18. 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, vol. 20, n. 4, pp. 5012-5025, 2023
  19. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?, in: ACM TRANSACTIONS ON INTERNET TECHNOLOGY, vol. 23, n. 1, pp. 1-22, 2023
  20. Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco, URLGEN – Towards Automatic URL Generation Using GANs, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 20, n. 3, pp. 3734-3746, 2023
  21. Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco, Practical anonymization for data streams: z-anonymity and relation with k-anonymity, in: PERFORMANCE EVALUATION, vol. 159, , , 2023
  22. Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio, Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca, in: BIBLIOTECHE OGGI TRENDS, vol. 9, n. 1, pp. 46-56, 2023
  23. Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; Almeida, Jussara M.; dos Santos, Bruno Pereira, Understanding mobility in networks, in: PERFORMANCE EVALUATION REVIEW, vol. 49, n. 4, pp. 124-130, 2022
  24. Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke, Interpreting AI for Networking: Where We Are and Where We Are Going, in: IEEE COMMUNICATIONS MAGAZINE, vol. 60, n. 2, pp. 25-31, 2022
  25. Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, Ana; Mellia, Marco; Alay, Ozgu; Bagnulo, Marcelo; Bajpai, Vaibhav; Brunstrom, Anna; Ott, Jorg; Fairhurst, Godred, Measuring Roaming in Europe: Infrastructure and Implications on Users QoE, in: IEEE TRANSACTIONS ON MOBILE COMPUTING, vol. 21, n. 10, pp. 3687-3699, 2022
  26. Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M., On network backbone extraction for modeling online collective behavior, in: PLOS ONE, vol. 17, n. 9, , 2022
  27. Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco, The Internet with Privacy Policies: Measuring The Web Upon Consent, in: ACM TRANSACTIONS ON THE WEB, vol. 16, n. 3, , 2022
  28. Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas; Gonzalez, Roberto; Olivares, Xavi; Kalatzantonakis-Jullien, George-Marios, A PIMS Development Kit for New Personal Data Platforms, in: IEEE INTERNET COMPUTING, vol. 26, n. 3, pp. 79-84, 2022
  29. 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, vol. 134, , , 2022
  30. Rizzo, Valentino; Traverso, Stefano; Mellia, Marco, Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning, in: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, vol. 1, n. 1, pp. 44-63, 2021
  31. Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania, K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm, in: ELECTRONICS, vol. 10, n. 10 (1166), , 2021
  32. Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Traffic Anonymizer for Passive Monitoring, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 18, n. 2, pp. 1233-1245, 2021
  33. Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; Javidan, Reza, Towards website domain name classification using graph based semi-supervised learning, in: COMPUTER NETWORKS, vol. 188 (107865), , , 2021
  34. Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo, Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data, in: COMPUTERS IN INDUSTRY, vol. 130 (103468), , , 2021
  35. GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio, On the dynamics of political discussions on Instagram: A network perspective, in: ONLINE SOCIAL NETWORKS AND MEDIA, vol. 25 (100155), , , 2021
  36. 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, vol. 180 (115109), , , 2021
  37. Holz, Ralph; Mellia, Marco; Bonaventure, Olivier; Haddadi, Hamed; Caesar, Matthew; Gorinsky, Sergey; Antichi, Gianni; Camp, Joseph; Klaffy, Kc; Raman, Bhaskaran; Sperotto, Anna; Viana, Aline; Uhlig, Steve, Update on ACM SIGCOMM CCR reviewing process, in: COMPUTER COMMUNICATION REVIEW, vol. 50, n. 3, pp. 55-56, 2020
  38. Cocca, Michele; Teixeira, Douglas; Vassio, Luca; Mellia, Marco; Almeida, Jussara M.; Couto da Silva, Ana Paula Couto da, On Car-Sharing Usage Prediction with Open Socio-Demographic Data, in: ELECTRONICS, vol. 9, n. 1, pp. 72-91, 2020
  39. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users' privacy?, in: COMPUTER COMMUNICATION REVIEW, vol. 50, n. 3, pp. 16-22, 2020
  40. 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, vol. 28, n. 2, pp. 561-574, 2020
  41. Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic, in: COMPUTER NETWORKS, vol. 176, , , 2020
  42. Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M., A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps, in: ELECTRONICS, vol. 9, n. 12, pp. 1-26, 2020
  43. Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, Elena, Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis, in: COMPUTING, , , pp. 1-13, 2020
  44. Morichetta, Andrea; Mellia, Marco, Clustering and evolutionary approach for longitudinal web traffic analysis, in: PERFORMANCE EVALUATION, vol. 135, , , 2019
  45. Morichetta, Andrea; Mellia, Marco, LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 16, n. 3, pp. 814-827, 2019
  46. Mancuso, Vincenzo; Peón Quirós, Miguel; Mohamed Moulay, Cise Midoglu.; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Rajiullah, Mohammad; Brunström, Anna; Mellia, Marco; SAFARI KHATOUNI, Ali; Hirsch, Thomas, Results from running an experiment as a service platform for mobile broadband networks in Europe, in: COMPUTER COMMUNICATIONS, vol. 133, n. 1, pp. 89-101, 2019
  47. Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Performance Indicator for ISPs, in: COMPUTER NETWORKS, vol. 149, , pp. 115-126, 2019
  48. Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro, A Survey on Big Data for Network Traffic Monitoring and Analysis, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 16, n. 3, pp. 800-813, 2019
  49. Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco, 4 Years of EU Cookie Law: Results and Lessons Learned, in: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, vol. 2019, n. 2, pp. 126-145, 2019
  50. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free floating electric car sharing design: Data driven optimisation, in: PERVASIVE AND MOBILE COMPUTING, vol. 55, , pp. 59-75, 2019
  51. 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, , , pp. 1-13, 2019
  52. Casale, Giuliano; Diao, Yixin; Mellia, Marco; Ranjan, Rajiv; Zincir-Heywood, Nur, Guest Editorial: Special Section on Advances in Big Data Analytics for Management, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 15, n. 1, pp. 10-12, 2018
  53. Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine, You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits, in: ACM TRANSACTIONS ON THE WEB, vol. 12, n. 4, pp. 1-30, 2018
  54. Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza, Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms, in: COMPUTER NETWORKS, vol. 142, , pp. 76-92, 2018
  55. Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario, AWESoME: Big Data for Automatic Web Service Management in SDN, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 15, n. 1, pp. 13-26, 2018
  56. Scavo, Giuseppe; Ben Houidi, Zied; Traverso, Stefano; Teixeira, Renata; Mellia, Marco, WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place, in: PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION, vol. 1, , pp. 1-24, 2017
  57. Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal Cloud Storage Benchmarks and Comparison, in: IEEE TRANSACTIONS ON CLOUD COMPUTING, vol. 5, n. 4, pp. 751-764, 2017
  58. Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO, Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned, in: IEEE COMMUNICATIONS MAGAZINE, vol. 55, n. 3, pp. 163-169, 2017
  59. Baer, Arian; Casas, Pedro; D'Alconzo, Alessandro; Fiadino, Pierdomenico; Golab, Lukasz; Mellia, Marco; Schikuta, Erich, DBStream: A holistic approach to large-scale network traffic monitoring and analysis, in: COMPUTER NETWORKS, vol. 107, , pp. 5-19, 2016
  60. Casas, Pedro; Fiadino, Pierdomenico; Wassermann, Sarah; Traverso, Stefano; D'Alconzo, Alessandro; Tego, Edion; Matera, Francesco; Mellia, Marco, Unveiling network and service performance degradation in the wild with mplane, in: IEEE COMMUNICATIONS MAGAZINE, vol. 54, n. 3, pp. 71-79, 2016
  61. Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO, Towards automatic protocol field inference, in: COMPUTER COMMUNICATIONS, vol. 84, , pp. 40-51, 2016
  62. Hours, Hadrien; Biersack, Ernst; Loiseau, Patrick; Finamore, Alessandro; Mellia, Marco, A study of the impact of DNS resolvers on CDN performance using a causal approach, in: COMPUTER NETWORKS, vol. 109, , pp. 200-210, 2016
  63. Gonçalves, Glauber D; Drago, Idilio; Vieira, Alex B.; COUTO DA SILVA, ANA PAULA; Almeida, Jussara M.; Mellia, Marco, Workload models and performance evaluation of cloud storage services, in: COMPUTER NETWORKS, vol. 109, , pp. 183-199, 2016
  64. Panarello, Carla; Lombardo, Alfio; Schembra, Giovanni; Meo, Michela; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe, Network interface power management and TCP congestion control: a troubled marriage, in: AUSTRALIAN JOURNAL OF ELECTRICAL & ELECTRONICS ENGINEERING, vol. 13, n. 1, pp. 67-76, 2016
  65. Metwalley, Hassan; Traverso, Stefano; Mellia, Marco, Using Passive Measurements to Demystify Online Trackers, in: COMPUTER, vol. 49, n. 3, pp. 50-55, 2016
  66. Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju, MAGMA network behavior classifier for malware traffic, in: COMPUTER NETWORKS, vol. 109, , pp. 142-156, 2016
  67. Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO, Statistical network monitoring: Methodology and application to carrier-grade NAT, in: COMPUTER NETWORKS, vol. 107, n. 1, pp. 20-35, 2016
  68. 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, vol. 13, n. 3, pp. 696-710, 2016
  69. Zhang, Yang; Mekky, Hesham; Zhang, Zhi Li; Torres, Ruben; Lee, Sung Ju; Tongaonkar, Alok; Mellia, Marco, Detecting malicious activities with user-agent-based profiles, in: INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT, vol. 25, n. 5, pp. 306-319, 2015
  70. Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank, Crowdsourced network measurements: Benefits and best practices, in: COMPUTER NETWORKS, vol. 90, , pp. 85-98, 2015
  71. Traverso, Stefano; Luca, Abeni; Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Renato Lo, Cigno; Mellia, Marco, Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison, in: IEEE-ACM TRANSACTIONS ON NETWORKING, , n. 99, pp. 741-754, 2015
  72. Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario, CrowdSurf: Empowering Transparency in the Web, in: COMPUTER COMMUNICATION REVIEW, vol. 45, n. 5, pp. 5-12, 2015
  73. 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, vol. 1, n. 2, pp. 161-174, 2015
  74. Brian, Trammell; Pedro, Casas; Dario, Rossi; Arian, Bar; Zied, Houidi; Ilias, Leontiadis; Tivadar, Szemethy; Mellia, Marco, mPlane: an intelligent measurement plane for the internet, in: IEEE COMMUNICATIONS MAGAZINE, vol. 52, n. 5, pp. 148-156, 2014
  75. Mellia, Marco, Feature interview with Antonio Nucci: chief technology officer of narus, winner of the "CTO of the year", in: COMPUTER COMMUNICATION REVIEW, vol. 44, , pp. 53-55, 2014
  76. Arianna, Rufini; Edion, Tego; Mellia, Marco; Francesco, Matera, Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks, in: IET COMMUNICATIONS, , , pp. 1-9, 2014
  77. Felipe, Mata; Piotr, Żuraniewski; Michel, Mandjes; Mellia, Marco, Anomaly detection in diurnal data, in: COMPUTER NETWORKS, vol. 60, , pp. 187-200, 2014
  78. Edoardo, Bonetto; Finamore, Alessandro; Mellia, Marco; Riccardo, Fiandra, Energy efficiency in access and aggregation networks: From current traffic to potential savings, in: COMPUTER NETWORKS, vol. 65, , pp. 151-166, 2014
  79. Ignacio, Bermudez; Traverso, Stefano; Munafo', MAURIZIO MATTEO; Mellia, Marco, A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 11, n. 4, pp. 516-529, 2014
  80. Traverso, Stefano; C., Kiraly; Leonardi, Emilio; Mellia, Marco, A performance comparison of hose rate controller approaches for P2P-TV applications, in: COMPUTER NETWORKS, vol. 69, , pp. 101-120, 2014
  81. Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura, SeLeCT: Self-Learning Classifier for Internet Traffic, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, , , pp. 144-157, 2014
  82. Luca, Chiaraviglio; Delia, Ciullo; Mellia, Marco; Meo, Michela, Modeling sleep mode gains in energy-aware networks, in: COMPUTER NETWORKS, vol. 57, , pp. 3051-3066, 2013
  83. Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco, NetCluster: A clustering-based framework to analyze internet passive measurements data, in: COMPUTER NETWORKS, vol. 57, , pp. 3300-3315, 2013
  84. Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay G., Rao, Characterization of community based-P2P systems and implications for traffic localization, in: PEER-TO-PEER NETWORKING AND APPLICATIONS, vol. 6, n. 2, pp. 118-133, 2012
  85. Jeff, Seibert; Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Cristina Nita, Rotaru; Sanjay, Rao, The Internet-Wide Impact of P2P Traffic Localization on ISP Profitability, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 20, n. 6, pp. 1910-1923, 2012
  86. Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco; Jean Louis, Rougier, GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks, in: COMPUTER NETWORKS, vol. 56, n. 14, pp. 3219-3232, 2012
  87. J. L., Garcia Dorado; Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO, Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 9, n. 2, pp. 142-155, 2012
  88. Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano, A delay-based aggregate rate control for P2P streaming systems, in: COMPUTER COMMUNICATIONS, vol. 35, n. 18, pp. 2237-2244, 2012
  89. P., Bermolen; Mellia, Marco; Meo, Michela; D., Rossi; S., Valenti, Abacus: Accurate behavioral classification of P2P-TV traffic, in: COMPUTER NETWORKS, vol. 55, n. 6, pp. 1394-1411, 2011
  90. Birke, ROBERT RENE' MARIA; Leonardi, Emilio; Mellia, Marco; Bakay, A.; Szemethy, T.; Mathieu, F.; Muscariello, L.; Niccolini, S.; Seedorf, J.; Tropea, G., Architecture of a Network-Aware P2P-TV Application: the NAPA-WINE Approach, in: IEEE COMMUNICATIONS MAGAZINE, vol. 49, n. 6, pp. 154-163, 2011
  91. Croce, Daniele; Leonardi, Emilio; Mellia, Marco, Large-Scale Available Bandwidth Measurements: Interference in Current Techniques, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 8, n. 4, pp. 361-374, 2011
  92. COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach, in: IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, vol. 22, n. 3, pp. 451-463, 2011
  93. Eugenio, Alessandria; Massimo, Gallo; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Impact of adverse network conditions on P2P-TV systems: Experimental evidence, in: COMPUTER NETWORKS, vol. 55, , pp. 2035-2050, 2011
  94. BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela, Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast, in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, vol. 29, n. 9, pp. 1863-1871, 2011
  95. Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio, Minimizing ISP Network Energy Cost: Formulation and Solutions, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 20, n. 2, pp. 463-476, 2011
  96. COUTO DA SILVA, ANA PAULA; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Exploiting Heterogeneity in P2P Video Streaming, in: IEEE TRANSACTIONS ON COMPUTERS, vol. 60, n. 5, pp. 667-679, 2011
  97. Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO, Experiences of Internet Traffic Monitoring with Tstat, in: IEEE NETWORK, vol. 25, , pp. 8-14, 2011
  98. Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Rossi, D., Experiences of VoIP traffic monitoring in a commercial ISP, in: INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT, vol. 20, , pp. 339-359, 2010
  99. Mellia, Marco; Meo, Michela, Measurement of IPTV traffic from an Operative Network, in: EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, vol. 21, , pp. 324-336, 2010
  100. Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D., KISS: Stochastic Packet Inspection Classifier for UDP Traffic, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 18, n. 5, pp. 1505-1515, 2010
  101. Ciullo, Delia; Garcia, M. A.; Horvath, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P., Network Awareness of P2P Live Streaming Applications: A Measurement Study, in: IEEE TRANSACTIONS ON MULTIMEDIA, vol. 12, n. 1, pp. 54-63, 2010
  102. Mellia, Marco; Pescape', A; Salgarelli, L., Traffic classification and its applications to modern networks - Guest Editorial, in: COMPUTER NETWORKS, vol. 53, , pp. 759-760, 2009
  103. Rossi, D.; Mellia, Marco; Meo, Michela, Understanding Skype Signaling, in: COMPUTER NETWORKS, vol. 53, n. 2, pp. 130-140, 2009
  104. Croce, D.; Mellia, Marco; Leonardi, Emilio, The Quest for Bandwidth Estimation Techniques for large-scale Distributed Systems, in: PERFORMANCE EVALUATION REVIEW, vol. 37, n. 3, pp. 20-25, 2009
  105. Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D., Detailed Analysis of Skype Traffic, in: IEEE TRANSACTIONS ON MULTIMEDIA, vol. 11, n. 1, pp. 117-127, 2009
  106. Ciullo, Delia; Mellia, Marco; Meo, Michela, Two Schemes to Reduce Latency in Short Lived TCP Flows, in: IEEE COMMUNICATIONS LETTERS, vol. 13, , pp. 806-808, 2009
  107. Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L., Web User-session Inference by Means of Clustering Techniques, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 17, , pp. 405-416, 2009
  108. Mellia, Marco; Meo, Michela; D., Rossi, Quando il PC diventa un telefono. Gratis e senza intercettazioni, in: MEDIA DUEMILA, vol. 2, , pp. 8-11, 2008
  109. Leonardi, Emilio; Mellia, Marco; A., Horvath; L., Muscariello; S., Niccolini; D., Rossi, Building a Cooperative P2P-TV Application over a Wise Network: the Approach of the European FP-7 STREP NAPA-WINE, in: IEEE COMMUNICATIONS MAGAZINE, vol. 46, n. 4, pp. 20-22, 2008
  110. Mellia, Marco; Meo, Michela; Muscariello, L; Rossi, D., Passive analysis of TCP anomalies, in: COMPUTER NETWORKS, vol. 52, n. 14, pp. 2663-2676, 2008
  111. Wille, E; Mellia, Marco; Leonardi, Emilio, A Lagrangean Relaxation Approach for QoS Networks CFA Problems, in: AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, , , pp. 1-11, 2008
  112. Rossi, D; Valenti, S; Veglia, P; Bonfiglio, D; Mellia, Marco; Meo, Michela, Pictures from the Skype, in: PERFORMANCE EVALUATION REVIEW, vol. 36, n. 2, pp. 83-86, 2008
  113. D., Bonfiglio; Mellia, Marco; Meo, Michela; D., Rossi; P., Tofanelli, Revealing Skype Traffic: when Randomness Plays with You, in: COMPUTER COMMUNICATION REVIEW, vol. 37, n. 4, pp. 37-48, 2007
  114. AJMONE MARSAN, Marco Giuseppe; Casetti, CLAUDIO ETTORE; Mardente, G; Mellia, Marco, A Framework for Admission Control and Path Allocation in DiffServ Networks, in: COMPUTER NETWORKS, vol. 5, , pp. 2738-2752, 2007
  115. Bianco, Andrea; Finochietto, J; Mellia, Marco; Neri, Fabio; Galante, G., Multistage Switching Architectures for Software Routers, in: IEEE NETWORK, vol. 21, n. 4, pp. 15-21, 2007
  116. Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio, Optimal Scheduling and Routing for Maximum Network Throughput, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 15, n. 6, pp. 1541-1554, 2007
  117. Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe, Algorithms for IP network design with end-to-end QoS constraints, in: COMPUTER NETWORKS, vol. 50, n. SI, pp. 1086-1103, 2006
  118. Casetti, CLAUDIO ETTORE; Mellia, Marco, A Lightweight Marker with Partial State Information for DiffServ Networks, in: COMPUTER NETWORKS, vol. 49, , pp. 541-560, 2005
  119. Mellia, Marco; R., LO CIGNO; Neri, Fabio, Measuring IP and TCP Behavior on Edge Nodes with Tstat, in: COMPUTER NETWORKS, vol. 47, n. 1, pp. 1-21, 2005
  120. E., Wille; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe, A Lagrangean Relaxation Approach for IP Network CFA Problems with End-to-End QoS Performance Constraints, in: REVISTA BRASILEIRA DE TELEDUCACAO, vol. 20, , pp. 50-65, 2005
  121. Mellia, Marco; Meo, Michela; Casetti, CLAUDIO ETTORE, TCP smart framing: a segmentation algorithm to reduce TCP latency, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 13, n. 2, pp. 316-329, 2005
  122. Muscariello, L.; Mellia, Marco; Meo, Michela; AJMONE MARSAN, Marco Giuseppe; LO CIGNO, R., Markov Models of Internet Traffic and a New Hierarchical MMPP Model, in: COMPUTER COMMUNICATIONS, vol. 28, , pp. 1835-1851, 2005
  123. AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, On the Stability of Isolated and Interconnected Input-Queued Switches under Multiclass Traffic, in: IEEE TRANSACTIONS ON INFORMATION THEORY, vol. 51, , pp. 1167-1174, 2005
  124. Mellia, Marco; Stoica, I.; Zhang, H., TCP-aware packet marking in networks with diffserv support, in: COMPUTER NETWORKS, vol. 42, , pp. 81-100, 2003
  125. Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z., A new class of QoS routing strategies based on network graph reduction, in: COMPUTER NETWORKS, vol. 41, , pp. 475-487, 2003
  126. Ajmone Marsan, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, Bounds on delays and queue lengths in input-queued cell switches, in: JOURNAL OF THE ASSOCIATION FOR COMPUTING MACHINERY, vol. 50, , pp. 520-550, 2003
  127. Mellia, Marco; Stoica, I.; Zhang, H., TCP Model for Short Lived Flows, in: IEEE COMMUNICATIONS LETTERS, vol. 6, , pp. 85-88, 2002
  128. Mellia, Marco, TCP Statistic and Analysis Tool, in: IEEE NETWORK, vol. 16, , pp. 100-101, 2002
  129. AJMONE MARSAN, Marco Giuseppe; Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A., Design of Logical Topologies in Wavelength-Routed IP Networks, in: PHOTONIC NETWORK COMMUNICATIONS, vol. 4, , pp. 423-442, 2002
  130. Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A., Logical Topologies Design over WDM Wavelength Routed Networks Robust to Traffic Uncertainties, in: IEEE COMMUNICATIONS LETTERS, vol. 5, , pp. 172-174, 2001
  131. Leonardi, Emilio; Mellia, Marco; Neri, Fabio; AJMONE MARSAN, Marco Giuseppe, On the stability of input-queued switches with speed-up, in: IEEE-ACM TRANSACTIONS ON NETWORKING, vol. 9, n. 1, pp. 104-118, 2001
  132. Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco, Load-Balancing Solutions for Static Routing Schemes in ATM Networks, in: COMPUTER NETWORKS, vol. 34, , pp. 169-180, 2000
  133. Bianco, Andrea; Galante, G.; Leonardi, Emilio; Mellia, Marco, Analysis of Call Blocking Probability in TDM/WDM Networks with Transparency Constraint, in: IEEE COMMUNICATIONS LETTERS, vol. 4, , pp. 104-106, 2000
  134. Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe, Algortihms for the Topology Design in WDM All-Optical Networks, in: OPTICAL NETWORKS MAGAZINE, vol. 1, , pp. 35-46, 2000
  135. Bianco, Andrea; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, Network controller design for SONATA, a large-scale all-optical passive network, in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, vol. 18, n. 10, pp. 2017-2028, 2000