Marco Mellia

Journal papers

  1. Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic, in: COMPUTER NETWORKS, 2020
  2. 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
  3. Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users’ privacy?, in: COMPUTER COMMUNICATION REVIEW, 2020
  4. 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
  5. 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, 2020
  6. 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, 2020
  7. Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco, 4 Years of EU Cookie Law: Results and Lessons Learned, in: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, 2019
  8. 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, 2019
  9. Morichetta, Andrea; Mellia, Marco, Clustering and evolutionary approach for longitudinal web traffic analysis, in: PERFORMANCE EVALUATION, 2019
  10. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free floating electric car sharing design: Data driven optimisation, in: PERVASIVE AND MOBILE COMPUTING, 2019
  11. 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
  12. Morichetta, Andrea; Mellia, Marco, LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2019
  13. Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Performance Indicator for ISPs, in: COMPUTER NETWORKS, 2019
  14. 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, 2018
  15. Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza, Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms, in: COMPUTER NETWORKS, 2018
  16. 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, 2018
  17. 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, 2018
  18. 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, 2018
  19. Enrico Bocchi;Idilio Drago;Marco Mellia, Personal Cloud Storage Benchmarks and Comparison, in: IEEE TRANSACTIONS ON CLOUD COMPUTING, 2017
  20. 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, 2017
  21. 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, 2017
  22. 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, 2016
  23. 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, 2016
  24. 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, 2016
  25. 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, 2016
  27. Bocchi, Enrico; Safari Khatouni, Ali; Traverso, Stefano; Finamore, Alessandro; Munafò, Maurizio; Mellia, Marco; Rossi, Dario, Statistical network monitoring: Methodology and application to carrier-grade NAT, in: COMPUTER NETWORKS, 2016
  28. Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafò, Maurizio M., Towards automatic protocol field inference, in: COMPUTER COMMUNICATIONS, 2016
  29. 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, 2016
  30. Metwalley, Hassan; Traverso, Stefano; Mellia, Marco, Using Passive Measurements to Demystify Online Trackers, in: COMPUTER, 2016
  31. 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, 2016
  32. Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank, Crowdsourced network measurements: Benefits and best practices, in: COMPUTER NETWORKS, 2015
  33. Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario, CrowdSurf: Empowering Transparency in the Web, in: COMPUTER COMMUNICATION REVIEW, 2015
  34. 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, 2015
  35. Stefano Traverso;Luca Abeni;Robert Birke;Csaba Kiraly;Emilio Leonardi;Renato Lo Cigno;Marco Mellia, Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2015
  36. Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, Elena; Tongaonkar, Alok; Saha, Sabyasachi, YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes, in: IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2015
  37. Ignacio Bermudez;Stefano Traverso;Maurizio Munafo;Marco Mellia, A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2014
  38. S. Traverso;C. Kiraly;E. Leonardi;M. Mellia, A performance comparison of hose rate controller approaches for P2P-TV applications, in: COMPUTER NETWORKS, 2014
  39. Felipe Mata;Piotr Żuraniewski;Michel Mandjes;Marco Mellia, Anomaly detection in diurnal data, in: COMPUTER NETWORKS, 2014
  40. Edoardo Bonetto;Alessandro Finamore;Marco Mellia;Riccardo Fiandra, Energy efficiency in access and aggregation networks: From current traffic to potential savings, in: COMPUTER NETWORKS, 2014
  41. Marco Mellia, Feature interview with Antonio Nucci: chief technology officer of narus, winner of the “CTO of the year”, in: COMPUTER COMMUNICATION REVIEW, 2014
  42. 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, 2014
  43. Arianna Rufini;Edion Tego;Marco Mellia;Francesco Matera, Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks, in: IET COMMUNICATIONS, 2014
  44. Luigi Grimaudo; Marco Mellia; Elena Baralis; Ram Keralapura, SeLeCT: Self-Learning Classifier for Internet Traffic, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2014
  45. Luca Chiaraviglio;Delia Ciullo;Marco Mellia;Michela Meo, Modeling sleep mode gains in energy-aware networks, in: COMPUTER NETWORKS, 2013
  46. Baralis, E.; Bianco, A.; Cerquitelli, T.; Chiaraviglio, L.; Mellia, M., NetCluster: A clustering-based framework to analyze internet passive measurements data, in: COMPUTER NETWORKS, 2013
  47. Robert Birke;Csaba Kiraly;Emilio Leonardi;Marco Mellia;Michela Meo;Stefano Traverso, A delay-based aggregate rate control for P2P streaming systems, in: COMPUTER COMMUNICATIONS, 2012
  48. Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rao, Sanjay G., Characterization of community based-P2P systems and implications for traffic localization, in: PEER-TO-PEER NETWORKING AND APPLICATIONS, 2012
  49. J. L. Garcia-Dorado;A. Finamore;M. Mellia;M. Meo;M. Munafo, Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2012
  50. Aruna Prem Bianzino;Luca Chiaraviglio;Marco Mellia;Jean-Louis Rougier, GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks, in: COMPUTER NETWORKS, 2012
  51. Jeff Seibert;Ruben Torres;Marco Mellia;Maurizio M. Munafo;Cristina Nita-Rotaru;Sanjay Rao, The Internet-Wide Impact of P2P Traffic Localization on ISP Profitability, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2012
  52. P. Bermolen;M. Mellia;M. Meo;D. Rossi;S. Valenti, Abacus: Accurate behavioral classification of P2P-TV traffic, in: COMPUTER NETWORKS, 2011
  53. BIRKE R. ; LEONARDI E. ; MELLIA M. ; 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, 2011
  54. COUTO DA SILVA A. P.; LEONARDI E.; MELLIA M.; MEO M., Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach, in: IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2011
  55. Finamore A. ; Mellia M. ; Meo M. ; Munafo M.; Rossi D., Experiences of Internet Traffic Monitoring with Tstat, in: IEEE NETWORK, 2011
  56. A.P. COUTO DA SILVA;E. LEONARDI; M. MELLIA; M. MEO, Exploiting Heterogeneity in P2P Video Streaming, in: IEEE TRANSACTIONS ON COMPUTERS, 2011
  57. Eugenio Alessandria;Massimo Gallo;Emilio Leonardi;Marco Mellia;Michela Meo, Impact of adverse network conditions on P2P-TV systems: Experimental evidence, in: COMPUTER NETWORKS, 2011
  58. Ignacio Bermudez;Marco Mellia;Michela Meo, Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast, in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011
  59. Daniele Croce;Emilio Leonardi;Marco Mellia, Large-Scale Available Bandwidth Measurements: Interference in Current Techniques, in: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2011
  60. Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio, Minimizing ISP Network Energy Cost: Formulation and Solutions, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2011
  61. Birke R.; Mellia M.; Petracca M.; Rossi D., Experiences of VoIP traffic monitoring in a commercial ISP, in: INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT, 2010
  62. Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D., KISS: Stochastic Packet Inspection Classifier for UDP Traffic, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2010
  63. MELLIA M.; MEO M., Measurement of IPTV traffic from an Operative Network, in: EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS, 2010
  64. CIULLO D.; GARCIA M. A.; HORVATH A.; LEONARDI E.; MELLIA M.; ROSSI D.; TELEK M.; VEGLIA P., Network Awareness of P2P Live Streaming Applications: A Measurement Study, in: IEEE TRANSACTIONS ON MULTIMEDIA, 2010
  65. BONFIGLIO D; MELLIA M.; MEO M; ROSSI D, Detailed Analysis of Skype Traffic, in: IEEE TRANSACTIONS ON MULTIMEDIA, 2009
  66. CROCE D.; MELLIA M.; LEONARDI E., The Quest for Bandwidth Estimation Techniques for Large Scale Distributed Systems, in: PERFORMANCE EVALUATION REVIEW, 2009
  67. Mellia, Marco; Pescape', A; Salgarelli, L., Traffic classification and its applications to modern networks – Guest Editorial, in: COMPUTER NETWORKS, 2009
  68. CIULLO D.; MELLIA M; MEO M, Two Schemes to Reduce Latency in Short Lived TCP Flows, in: IEEE COMMUNICATIONS LETTERS, 2009
  69. Rossi D.; Mellia M.; Meo M., Understanding Skype Signaling, in: COMPUTER NETWORKS, 2009
  70. BIANCO A.; MARDENTE G; MELLIA M; MUNAFÒ M; MUSCARIELLO L, Web User-session Inference by Means of Clustering Techniques, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2009
  71. Wille, E; Mellia, Marco; Leonardi, Emilio, A Lagrangean Relaxation Approach for QoS Networks CFA Problems, in: AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2008
  72. E.LEONARDI; MELLIA M.; 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, 2008
  73. MELLIA M.; MEO M; MUSCARIELLO L; ROSSI D, Passive analysis of TCP anomalies, in: COMPUTER NETWORKS, 2008
  75. M. MELLIA; MEO M.; D. ROSSI, Quando il PC diventa un telefono. Gratis e senza intercettazioni, in: MEDIA DUEMILA, 2008
  76. AJMONE MARSAN M; CASETTI C.; MARDENTE G; MELLIA M, A Framework for Admission Control and Path Allocation in DiffServ Networks, in: COMPUTER NETWORKS, 2007
  77. BIANCO A.; FINOCHIETTO J; MELLIA M; NERI F; GALANTE G, Multistage Switching Architectures for Software Routers, in: IEEE NETWORK, 2007
  78. E. LEONARDI; M. MELLIA; M. AJMONE MARSAN; NERI F., Optimal Scheduling and Routing for Maximum Network Throughput, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2007
  79. D.BONFIGLIO; MELLIA M.; M. MEO; D. ROSSI; P. TOFANELLI, Revealing Skype Traffic: when Randomness Plays with You, in: COMPUTER COMMUNICATION REVIEW, 2007
  80. Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe, Algorithms for IP network design with end-to-end QoS constraints, in: COMPUTER NETWORKS, 2006
  81. E. WILLE; MELLIA M.; E. LEONARDI; M. AJMONE MARSAN, A Lagrangean Relaxation Approach for IP Network CFA Problems with End-to-End QoS Performance Constraints, in: REVISTA BRASILEIRA DE TELEDUCACAO, 2005
  82. CASETTI C.; MELLIA M., A Lightweight Marker with Partial State Information for DiffServ Networks, in: COMPUTER NETWORKS, 2005
  83. 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, 2005
  84. Mellia, Marco; LO CIGNO, R.; Neri, Fabio, Measuring IP and TCP Behavior on Edge Nodes with Tstat, in: COMPUTER NETWORKS, 2005
  85. M. AJMONE MARSAN; E. LEONARDI; M. MELLIA; NERI F., On the Stability of Isolated and Interconnected Input-Queued Switches under Multiclass Traffic, in: IEEE TRANSACTIONS ON INFORMATION THEORY, 2005
  86. MELLIA M.; MEO M.; CASETTI C., TCP smart framing: a segmentation algorithm to reduce TCP latency, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2005
  87. CASETTI C.; LO CIGNO R.; MELLIA M.; MUNAFO' M.; ZSOKA Z., A new class of QoS routing strategies based on network graph reduction, in: COMPUTER NETWORKS, 2003
  88. 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, 2003
  89. E.LEONARDI; M.MELLIA; F.NERI; AJMONE MARSAN M.G., Bounds on delays and queue lengths in input-queued cell switches, in: JOURNAL OF THE ASSOCIATION FOR COMPUTING MACHINERY, 2003
  90. Mellia, Marco; Stoica, I.; Zhang, H., TCP-aware packet marking in networks with diffserv support, in: COMPUTER NETWORKS, 2003
  91. AJMONE MARSAN M.; GROSSO A.; LEONARDI E.; MELLIA M.; NUCCI A., Design of Logical Topologies in Wavelength-Routed IP Networks, in: PHOTONIC NETWORK COMMUNICATIONS, 2002
  92. Mellia, Marco; Stoica, I.; Zhang, H., TCP Model for Short Lived Flows, in: IEEE COMMUNICATIONS LETTERS, 2002
  93. MELLIA M., TCP Statistic and Analysis Tool, in: IEEE NETWORK, 2002
  94. GROSSO A.; LEONARDI E.; MELLIA M.; NUCCI A., Logical Topologies Design over WDM Wavelength Routed Networks Robust to Traffic Uncertainties, in: IEEE COMMUNICATIONS LETTERS, 2001
  95. LEONARDI E.; MELLIA M.; NERI F.; AJMONE MARSAN M., On the stability of input-queued switches with speed-up, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2001
  96. LEONARDI E; MELLIA M.; AJMONE MARSAN M, Algortihms for the Topology Design in WDM All-Optical Networks, in: OPTICAL NETWORKS MAGAZINE, 2000
  97. BIANCO A.; GALANTE G.; LEONARDI E.; MELLIA M., Analysis of Call Blocking Probability in TDM/WDM Networks with Transparency Constraint, in: IEEE COMMUNICATIONS LETTERS, 2000
  98. CASETTI C.; LO CIGNO R.; MELLIA M., Load-Balancing Solutions for Static Routing Schemes in ATM Networks, in: COMPUTER NETWORKS, 2000
  99. BIANCO A.; LEONARDI E.; MELLIA M.; NERI F., Network controller design for SONATA, a large-scale all-optical passive network, in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2000