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Marco Mellia
Journal papers Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy? Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario, Cross-network Embeddings Transfer for Traffic Analysis 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 Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario, i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET V1, CoNEXT2, September 2023 Editorial Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier, PACMNET V1, N1, June 2023 Editorial Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco, Practical anonymization for data streams: z-anonymity and relation with k-anonymity 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 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;, A PIMS Development Kit for New Personal Data Platforms 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 Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke, Interpreting AI for Networking: Where We Are and Where We Are Going 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 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 Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco, The Internet with Privacy Policies: Measuring The Web Upon Consent 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 Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco, URLGEN – Towards Automatic URL Generation Using GANs 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 Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania, K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm 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 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 Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; Javidan, Reza, Towards website domain name classification using graph based semi-supervised learning Rizzo, Valentino; Traverso, Stefano; Mellia, Marco, Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco, α-MON: Traffic Anonymizer for Passive Monitoring 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 Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco, Campus Traffic and e-Learning during COVID-19 Pandemic 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 Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo, Does domain name encryption increase users’ privacy? Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco, Five Years at the Edge: Watching Internet From the ISP Network 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 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 Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco, 4 Years of EU Cookie Law: Results and Lessons Learned Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro, A Survey on Big Data for Network Traffic Monitoring and Analysis Morichetta, Andrea; Mellia, Marco, Clustering and evolutionary approach for longitudinal web traffic analysis Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free floating electric car sharing design: Data driven optimisation Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing: A Data Driven Approach for System Design Morichetta, Andrea; Mellia, Marco, LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data Trevisan, Martino; Drago, Idilio; Mellia, Marco, PAIN: A Passive Web Performance Indicator for ISPs 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 Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario, AWESoME: Big Data for Automatic Web Service Management in SDN Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza, Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms Casale, Giuliano; Diao, Yixin; Mellia, Marco; Ranjan, Rajiv; Zincir-Heywood, Nur, Guest Editorial: Special Section on Advances in Big Data Analytics for Management Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine, You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits Bocchi, Enrico; Drago, Idilio; Mellia, Marco, Personal Cloud Storage Benchmarks and Comparison Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO, Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned Scavo, Giuseppe; Ben Houidi, Zied; Traverso, Stefano; Teixeira, Renata; Mellia, Marco, WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place 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 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 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 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 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca, SeLINA: a Self-Learning Insightful Network Analyzer 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 Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO, Towards automatic protocol field inference 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 Metwalley, Hassan; Traverso, Stefano; Mellia, Marco, Using Passive Measurements to Demystify Online Trackers 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 Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank, Crowdsourced network measurements: Benefits and best practices Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario, CrowdSurf: Empowering Transparency in the Web Zhang, Yang; Mekky, Hesham; Zhang, Zhi Li; Torres, Ruben; Lee, Sung Ju; Tongaonkar, Alok; Mellia, Marco, Detecting malicious activities with user-agent-based profiles 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 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 Ignacio, Bermudez; Traverso, Stefano; Munafo', MAURIZIO MATTEO; Mellia, Marco, A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS Traverso, Stefano; C., Kiraly; Leonardi, Emilio; Mellia, Marco, A performance comparison of hose rate controller approaches for P2P-TV applications Felipe, Mata; Piotr, Żuraniewski; Michel, Mandjes; Mellia, Marco, Anomaly detection in diurnal data Edoardo, Bonetto; Finamore, Alessandro; Mellia, Marco; Riccardo, Fiandra, Energy efficiency in access and aggregation networks: From current traffic to potential savings Mellia, Marco, Feature interview with Antonio Nucci: chief technology officer of narus, winner of the “CTO of the year” Brian, Trammell; Pedro, Casas; Dario, Rossi; Arian, Bar; Zied, Houidi; Ilias, Leontiadis; Tivadar, Szemethy; Mellia, Marco, mPlane: an intelligent measurement plane for the internet Arianna, Rufini; Edion, Tego; Mellia, Marco; Francesco, Matera, Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura, SeLeCT: Self-Learning Classifier
for Internet Traffic Luca, Chiaraviglio; Delia, Ciullo; Mellia, Marco; Meo, Michela, Modeling sleep mode gains in energy-aware networks Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco, NetCluster: A clustering-based framework to analyze internet passive measurements data Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano, A delay-based aggregate rate control for P2P streaming systems Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay G., Rao, Characterization of community based-P2P systems and implications for traffic localization J. L., Garcia Dorado; Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO, Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco; Jean Louis, Rougier, GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks 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 P., Bermolen; Mellia, Marco; Meo, Michela; D., Rossi; S., Valenti, Abacus: Accurate behavioral classification of P2P-TV traffic 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 COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO, Experiences of Internet Traffic Monitoring with Tstat COUTO DA SILVA, ANA PAULA; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Exploiting Heterogeneity in P2P Video Streaming Eugenio, Alessandria; Massimo, Gallo; Leonardi, Emilio; Mellia, Marco; Meo, Michela, Impact of adverse network conditions on P2P-TV systems: Experimental evidence BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela, Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast Croce, Daniele; Leonardi, Emilio; Mellia, Marco, Large-Scale Available Bandwidth Measurements: Interference in Current Techniques Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio, Minimizing ISP Network Energy Cost: Formulation and Solutions Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Rossi, D., Experiences of VoIP traffic monitoring in a commercial ISP Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D., KISS: Stochastic Packet Inspection Classifier for UDP Traffic Mellia, Marco; Meo, Michela, Measurement of IPTV traffic from an Operative Network 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 Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D., Detailed Analysis of Skype Traffic Croce, D.; Mellia, Marco; Leonardi, Emilio, The Quest for Bandwidth Estimation Techniques for Large Scale Distributed Systems Mellia, Marco; Pescape', A; Salgarelli, L., Traffic classification and its applications to modern networks – Guest Editorial Ciullo, Delia; Mellia, Marco; Meo, Michela, Two Schemes to Reduce Latency in Short Lived TCP Flows Rossi, D.; Mellia, Marco; Meo, Michela, Understanding Skype Signaling Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L., Web User-session Inference by Means of Clustering Techniques Wille, E; Mellia, Marco; Leonardi, Emilio, A Lagrangean Relaxation Approach for QoS Networks CFA Problems 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 Mellia, Marco; Meo, Michela; Muscariello, L; Rossi, D., Passive analysis of TCP anomalies Rossi, D; Valenti, S; Veglia, P; Bonfiglio, D; Mellia, Marco; Meo, Michela, Pictures from the Skype Mellia, Marco; Meo, Michela; D., Rossi, Quando il PC diventa un telefono. Gratis e senza intercettazioni AJMONE MARSAN, Marco Giuseppe; Casetti, CLAUDIO ETTORE; Mardente, G; Mellia, Marco, A Framework for Admission Control and Path Allocation in DiffServ Networks Bianco, Andrea; Finochietto, J; Mellia, Marco; Neri, Fabio; Galante, G., Multistage Switching Architectures for Software Routers Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio, Optimal Scheduling and Routing for Maximum Network Throughput D., Bonfiglio; Mellia, Marco; Meo, Michela; D., Rossi; P., Tofanelli, Revealing Skype Traffic: when Randomness Plays with You Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe, Algorithms for IP network design with end-to-end QoS constraints 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 Casetti, CLAUDIO ETTORE; Mellia, Marco, A Lightweight Marker with Partial State Information for DiffServ Networks Muscariello, L.; Mellia, Marco; Meo, Michela; AJMONE MARSAN, Marco Giuseppe; LO CIGNO, R., Markov Models of Internet Traffic and a New Hierarchical MMPP Model Mellia, Marco; R., LO CIGNO; Neri, Fabio, Measuring IP and TCP Behavior on Edge Nodes with Tstat AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, On the Stability of Isolated and Interconnected Input-Queued Switches under Multiclass Traffic Mellia, Marco; Meo, Michela; Casetti, CLAUDIO ETTORE, TCP smart framing: a segmentation algorithm to reduce TCP latency 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 AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, Bounds on Delays and Queue Lengths in Input Queued Cell Switches Leonardi, Emilio; Mellia, Marco; F., Neri; AJMONE MARSAN, Marco Giuseppe, Bounds on delays and queue lengths in input-queued cell switches Mellia, Marco; Stoica, I.; Zhang, H., TCP-aware packet marking in networks with diffserv support AJMONE MARSAN, Marco Giuseppe; Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A., Design of Logical Topologies in Wavelength-Routed IP Networks Mellia, Marco; Stoica, I.; Zhang, H., TCP Model for Short Lived Flows Mellia, Marco, TCP Statistic and Analysis Tool Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A., Logical Topologies Design over WDM Wavelength Routed Networks Robust to Traffic Uncertainties Leonardi, Emilio; Mellia, Marco; Neri, Fabio; AJMONE MARSAN, Marco Giuseppe, On the stability of input-queued switches with speed-up Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe, Algortihms for the Topology Design in WDM All-Optical Networks Bianco, Andrea; Galante, G.; Leonardi, Emilio; Mellia, Marco, Analysis of Call Blocking Probability in TDM/WDM Networks with Transparency Constraint Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco, Load-Balancing Solutions for Static Routing Schemes in ATM Networks Bianco, Andrea; Leonardi, Emilio; Mellia, Marco; Neri, Fabio, Network controller design for SONATA, a large-scale all-optical passive network