Alessandro Finamore

81 papers A* 4A 10B 6Misc 2Journal 36Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Information Theoretic Text-to-Image Alignment. ICLR Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
2025	J	`jnl`	RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment. CoRR Chao Wang, Giulio Franzese, Alessandro Finamore, Pietro Michiardi
2024	J	`jnl`	Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2024	—	`conf`	Data Augmentation for Traffic Classification. PAM (1) Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2024	J	`jnl`	Data Augmentation for Traffic Classification. CoRR Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2024	J	`jnl`	Fine-grained Attention in Hierarchical Transformers for Tabular Time-series. CoRR Raphaël Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi
2024	J	`jnl`	Information Theoretic Text-to-Image Alignment. CoRR Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
2023	J	`jnl`	"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning. CoRR Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi
2023	J	`jnl`	Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. CoRR Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
2023	J	`jnl`	How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2023	J	`jnl`	Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
2023	—	`conf`	Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
2023	A	`conf`	Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. IMC Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi
2023	—	`conf`	Toward Generative Data Augmentation for Traffic Classification. StudentWorkshop@CoNEXT Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2023	J	`jnl`	Toward Generative Data Augmentation for Traffic Classification. CoRR Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
2022	J	`jnl`	A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. CoRR Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
2022	A*	`conf`	Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. INFOCOM Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
2022	J	`jnl`	AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
2022	J	`jnl`	How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2022	—	`ed.`	Proceedings of the 1st International Workshop on Native Network Intelligence, NativeNi 2022, Rome, Italy, 9 December 2022 NativeNi@CoNEXT Alessandro Finamore, Marco Fiore, Carlee Joe-Wong
2022	Misc	`conf`	Towards a systematic multi-modal representation learning for network data. HotNets Zied Ben-Houidi, Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi
2021	—	`conf`	A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
2021	J	`jnl`	A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2021	J	`jnl`	Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. CoRR Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
2021	J	`jnl`	Are we breaking bubbles as we move? Using a large sample to explore the relationship between urban mobility and segregation. Comput. Environ. Urban Syst. Souneil Park, Taylor M. Oshan, Abdallah El Ali, Alessandro Finamore
2021	J	`jnl`	Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications. CoRR Lixuan Yang, Alessandro Finamore, Jun Feng, Dario Rossi
2021	J	`jnl`	Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset. IEEE Trans. Netw. Serv. Manag. Lixuan Yang, Alessandro Finamore, Jun Feng, Dario Rossi
2021	J	`jnl`	FENXI: Deep-learning Traffic Analytics at the Edge. CoRR Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
2021	Misc	`conf`	FENXI: Deep-learning Traffic Analytics at the edge. SEC Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
2021	—	`conf`	Towards a generic deep learning pipeline for traffic measurements. StudentWorkshop@CoNEXT Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi
2020	J	`jnl`	Back in control - An extensible middle-box on your phone. CoRR James Newman, Abbas Razaghpanah, Narseo Vallina-Rodriguez, Fabian E. Bustamante, Mark Allman, Diego Perino, Alessandro Finamore
2020	—	`conf`	Opening the Deep Pandora Box: Explainable Traffic Classification. INFOCOM Workshops Cedric Beliard, Alessandro Finamore, Dario Rossi
2020	—	`conf`	Real-time deep learning based traffic analytics. SIGCOMM Posters and Demos Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
2020	A	`conf`	Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. Internet Measurement Conference Andra Lutu, Byungjin Jun, Alessandro Finamore, Fabián E. Bustamante, Diego Perino
2020	J	`jnl`	Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. CoRR Andra Lutu, Byunjin Jun, Alessandro Finamore, Fabian E. Bustamante, Diego Perino
2019	J	`jnl`	Generalizing Critical Path Analysis on Mobile Traffic. CoRR Gioacchino Tangari, Alessandro Finamore, Diego Perino
2019	—	`conf`	Tackling Mobile Traffic Critical Path Analysis With Passive and Active Measurements. TMA Gioacchino Tangari, Diego Perino, Alessandro Finamore, Marinos Charalambides, George Pavlou
2018	A*	`conf`	CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
2017	A	`conf`	Dissecting DNS Stakeholders in Mobile Networks. CoNEXT Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello
2017	B	`conf`	Mind the Gap Between HTTP and HTTPS in Mobile Networks. PAM Alessandro Finamore, Matteo Varvello, Konstantina Papagiannaki
2017	A*	`conf`	The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. ICDE Ilias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki
2017	J	`jnl`	Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned. IEEE Commun. Mag. Martino Trevisan, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi
2016	—	`conf`	A First Characterization of Anycast Traffic from Passive Traces. TMA Danilo Giordano, Danilo Cicalese, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Diana Zeaiter Joumblatt, Dario Rossi
2016	J	`jnl`	A study of the impact of DNS resolvers on CDN performance using a causal approach. Comput. Networks Hadrien Hours, Ernst W. Biersack, Patrick Loiseau, Alessandro Finamore, Marco Mellia
2016	B	`conf`	Is the Web HTTP/2 Yet? PAM Matteo Varvello, Kyle Schomp, David Naylor, Jeremy Blackburn, Alessandro Finamore, Konstantina Papagiannaki
2016	J	`jnl`	Lost in Space: Improving Inference of IPv4 Address Space Utilization. IEEE J. Sel. Areas Commun. Alberto Dainotti, Karyn Benson, Alistair King, Bradley Huffaker, Eduard Glatz, Xenofontas A. Dimitropoulos, Philipp Richter, Alessandro Finamore, Alex C. Snoeren
2016	J	`jnl`	Measuring and Troubleshooting the Internet: Algorithms, Tools and Applications. IEEE J. Sel. Areas Commun. Maurizio Dusi, Alessandro Finamore, Kimberly C. Claffy, Nevil Brownlee, Darryl Veitch
2016	J	`jnl`	Statistical network monitoring: Methodology and application to carrier-grade NAT. Comput. Networks Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Maurizio M. Munafò, Marco Mellia, Dario Rossi
2015	J	`jnl`	A First Look at Anycast CDN Traffic. CoRR Danilo Cicalese, Danilo Giordano, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi, Diana Joumblatt
2015	A	`conf`	A Study of the Impact of DNS Resolvers on Performance Using a Causal Approach. ITC Hadrien Hours, Ernst W. Biersack, Patrick Loiseau, Alessandro Finamore, Marco Mellia
2015	B	`conf`	Impact of Carrier-Grade NAT on web browsing. IWCMC Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Valeria Di Gennaro, Marco Mellia, Maurizio M. Munafò, Dario Rossi
2015	—	`conf`	Macroscopic view of malware in home networks. CCNC Alessandro Finamore, Sabyasachi Saha, Gaspar Modelo-Howard, Sung-Ju Lee, Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis
2015	J	`jnl`	To HTTP/2, or Not To HTTP/2, That Is The Question. CoRR Matteo Varvello, Kyle Schomp, David Naylor, Jeremy Blackburn, Alessandro Finamore, Konstantina Papagiannaki
2014	B	`conf`	DBStream: An online aggregation, filtering and processing system for network traffic monitoring. IWCMC Arian Bär, Pedro Casas, Lukasz Golab, Alessandro Finamore
2014	J	`jnl`	Energy efficiency in access and aggregation networks: From current traffic to potential savings. Comput. Networks Edoardo Bonetto, Alessandro Finamore, Marco Mellia, Riccardo Fiandra
2014	—	`conf`	Gold Mining in a River of Internet Content Traffic. TMA Zied Ben-Houidi, Giuseppe Scavo, Samir Ghamri-Doudane, Alessandro Finamore, Stefano Traverso, Marco Mellia
2014	—	`conf`	Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis. IEEE BigData Arian Bär, Alessandro Finamore, Pedro Casas, Lukasz Golab, Marco Mellia
2014	J	`jnl`	Lost in Space: Improving Inference of IPv4 Address Space Utilization. CoRR Alberto Dainotti, Karyn Benson, Alistair King, K. C. Claffy, Eduard Glatz, Xenofontas A. Dimitropoulos, Philipp Richter, Alessandro Finamore, Alex C. Snoeren
2014	B	`conf`	On the analysis of QoE-based performance degradation in YouTube traffic. CNSM Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore
2014	A	`conf`	On the detection of network traffic anomalies in content delivery network services. ITC Pierdomenico Fiadino, Alessandro D'Alconzo, Arian Bär, Alessandro Finamore, Pedro Casas
2014	A	`conf`	The Cost of the "S" in HTTPS. CoNEXT David Naylor, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Marco Mellia, Maurizio M. Munafò, Konstantina Papagiannaki, Peter Steenkiste
2014	J	`jnl`	When YouTube Does not Work - Analysis of QoE-Relevant Degradation in Google CDN Traffic. IEEE Trans. Netw. Serv. Manag. Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore, Tanja Zseby
2014	B	`conf`	Who to blame when YouTube is not working? detecting anomalies in CDN-provisioned services. IWCMC Alessandro D'Alconzo, Pedro Casas, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore
2014	—	`conf`	YouTube all around: Characterizing YouTube from mobile and fixed-line network vantage points. EuCNC Pedro Casas, Pierdomenico Fiadino, Arian Bär, Alessandro D'Alconzo, Alessandro Finamore, Marco Mellia
2013	—	`conf`	I Tube, YouTube, P2PTube: Assessing ISP benefits of peer-assisted caching of YouTube content. P2P Yann Nicolas, Daniel Wolff, Dario Rossi, Alessandro Finamore
2013	A	`conf`	Is there a case for mobile phone content pre-staging? CoNEXT Alessandro Finamore, Marco Mellia, Zafar Gilani, Konstantina Papagiannaki, Vijay Erramilli, Yan Grunenberger
2013	—	`ch.`	Reviewing Traffic Classification. Data Traffic Monitoring and Analysis Silvio Valenti, Dario Rossi, Alberto Dainotti, Antonio Pescapè, Alessandro Finamore, Marco Mellia
2013	J	`jnl`	When assistance becomes dependence: characterizing the costs and inefficiencies of A-GPS. ACM SIGMOBILE Mob. Comput. Commun. Rev. Narseo Vallina-Rodriguez, Jon Crowcroft, Alessandro Finamore, Yan Grunenberger, Konstantina Papagiannaki
2012	A	`conf`	Breaking for commercials: characterizing mobile advertising. Internet Measurement Conference Narseo Vallina-Rodriguez, Jay Shah, Alessandro Finamore, Yan Grunenberger, Konstantina Papagiannaki, Hamed Haddadi, Jon Crowcroft
2012	J	`jnl`	Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact. IEEE Trans. Netw. Serv. Manag. José Luis García-Dorado, Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò
2012	—	`conf`	Uncovering the Big Players of the Web. TMA Vinicius Gehlen, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò
2011	A	`conf`	Dissecting Video Server Selection Strategies in the YouTube CDN. ICDCS Ruben Torres, Alessandro Finamore, Jin Ryong Kim, Marco Mellia, Maurizio M. Munafò, Sanjay G. Rao
2011	J	`jnl`	Experiences of internet traffic monitoring with tstat. IEEE Netw. Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò, P. D. Torino, Dario Rossi
2011	—	`conf`	Mining Unclassified Traffic Using Automatic Clustering Techniques. TMA Alessandro Finamore, Marco Mellia, Michela Meo
2011	A	`conf`	YouTube everywhere: impact of device and infrastructure synergies on user experience. Internet Measurement Conference Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Ruben Torres, Sanjay G. Rao
2010	—	`conf`	Comparing P2PTV Traffic Classifiers. ICC Niccolo Cascarano, Fulvio Risso, Alice Este, Francesco Gringoli, Luca Salgarelli, Alessandro Finamore, Marco Mellia
2010	J	`jnl`	KISS: Stochastic Packet Inspection Classifier for UDP Traffic. IEEE/ACM Trans. Netw. Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi
2010	—	`conf`	Kiss to Abacus: A Comparison of P2P-TV Traffic Classifiers. TMA Alessandro Finamore, Michela Meo, Dario Rossi, Silvio Valenti
2010	—	`conf`	Live Traffic Monitoring with Tstat: Capabilities and Experiences. WWIC Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò, Dario Rossi
2010	—	`conf`	Stochastic Packet Inspection for TCP Traffic. ICC Gianluca La Mantia, Dario Rossi, Alessandro Finamore, Marco Mellia, Michela Meo
2009	—	`conf`	KISS: Stochastic Packet Inspection. TMA Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi