Alessandro Finamore

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 45

Top Topics

Convolutional Neural Network

Network Traffic Monitoring

Traffic Analysis

Top Venues

Comput. Networks

Publications

Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
Information Theoretic Text-to-Image Alignment. CoRR (2024)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Data Augmentation for Traffic Classification. CoRR (2024)
Raphaël Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi
Fine-grained Attention in Hierarchical Transformers for Tabular Time-series. CoRR (2024)
Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Data Augmentation for Traffic Classification. PAM (1) (2024)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Toward Generative Data Augmentation for Traffic Classification. StudentWorkshop@CoNEXT (2023)
Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi
"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning. CoRR (2023)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. CoRR (2023)
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Toward Generative Data Augmentation for Traffic Classification. CoRR (2023)
Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapè, Dario Rossi
Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification. TMA (2023)
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, Jose M. Navarro, Fuxing Chen, Dario Rossi
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. IMC (2023)
Alessandro Finamore, Chao Wang, Jonatan Krolikowski, Jose M. Navarro, Fuxing Chen, Dario Rossi
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. CoRR (2023)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy 25 (4) (2023)
Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. 52 (3) (2022)
Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. CoRR (2022)
Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. INFOCOM (2022)
Zied Ben-Houidi, Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi
Towards a systematic multi-modal representation learning for network data. HotNets (2022)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR (2022)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications. CoRR (2021)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
FENXI: Deep-learning Traffic Analytics at the Edge. CoRR (2021)
Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. CoRR (2021)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
FENXI: Deep-learning Traffic Analytics at the edge. SEC (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR (2021)
Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi
Towards a generic deep learning pipeline for traffic measurements. StudentWorkshop@CoNEXT (2021)
Souneil Park, Taylor M. Oshan, Abdallah El Ali, Alessandro Finamore
Are we breaking bubbles as we move? Using a large sample to explore the relationship between urban mobility and segregation. Comput. Environ. Urban Syst. 86 (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA (2021)
Cedric Beliard, Alessandro Finamore, Dario Rossi
Opening the Deep Pandora Box: Explainable Traffic Classification. INFOCOM Workshops (2020)
Andra Lutu, Byunjin Jun, Alessandro Finamore, Fabian E. Bustamante, Diego Perino
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. CoRR (2020)
Andra Lutu, Byungjin Jun, Alessandro Finamore, Fabián E. Bustamante, Diego Perino
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. Internet Measurement Conference (2020)
Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi
Real-time deep learning based traffic analytics. SIGCOMM Posters and Demos (2020)
James Newman, Abbas Razaghpanah, Narseo Vallina-Rodriguez, Fabian E. Bustamante, Mark Allman, Diego Perino, Alessandro Finamore
Back in control - An extensible middle-box on your phone. CoRR (2020)
Gioacchino Tangari, Diego Perino, Alessandro Finamore, Marinos Charalambides, George Pavlou
Tackling Mobile Traffic Critical Path Analysis With Passive and Active Measurements. TMA (2019)
Gioacchino Tangari, Alessandro Finamore, Diego Perino
Generalizing Critical Path Analysis on Mobile Traffic. CoRR (2019)
Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW (2018)
Martino Trevisan, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi
Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned. IEEE Commun. Mag. 55 (3) (2017)
Alessandro Finamore, Matteo Varvello, Konstantina Papagiannaki
Mind the Gap Between HTTP and HTTPS in Mobile Networks. PAM (2017)
Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello
Dissecting DNS Stakeholders in Mobile Networks. CoNEXT (2017)
Ilias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki
The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. ICDE (2017)
Hadrien Hours, Ernst W. Biersack, Patrick Loiseau, Alessandro Finamore, Marco Mellia
A study of the impact of DNS resolvers on CDN performance using a causal approach. Comput. Networks 109 (2016)
Maurizio Dusi, Alessandro Finamore, Kimberly C. Claffy, Nevil Brownlee, Darryl Veitch
Measuring and Troubleshooting the Internet: Algorithms, Tools and Applications. IEEE J. Sel. Areas Commun. 34 (6) (2016)
Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Maurizio M. Munafò, Marco Mellia, Dario Rossi
Statistical network monitoring: Methodology and application to carrier-grade NAT. Comput. Networks 107 (2016)
Matteo Varvello, Kyle Schomp, David Naylor, Jeremy Blackburn, Alessandro Finamore, Konstantina Papagiannaki
Is the Web HTTP/2 Yet? PAM (2016)
Danilo Giordano, Danilo Cicalese, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Diana Zeaiter Joumblatt, Dario Rossi
A First Characterization of Anycast Traffic from Passive Traces. TMA (2016)
Alberto Dainotti, Karyn Benson, Alistair King, Bradley Huffaker, Eduard Glatz, Xenofontas A. Dimitropoulos, Philipp Richter, Alessandro Finamore, Alex C. Snoeren
Lost in Space: Improving Inference of IPv4 Address Space Utilization. IEEE J. Sel. Areas Commun. 34 (6) (2016)
Alessandro Finamore, Sabyasachi Saha, Gaspar Modelo-Howard, Sung-Ju Lee, Enrico Bocchi, Luigi Grimaudo, Marco Mellia, Elena Baralis
Macroscopic view of malware in home networks. CCNC (2015)
Matteo Varvello, Kyle Schomp, David Naylor, Jeremy Blackburn, Alessandro Finamore, Konstantina Papagiannaki
To HTTP/2, or Not To HTTP/2, That Is The Question. CoRR (2015)
Danilo Cicalese, Danilo Giordano, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi, Diana Joumblatt
A First Look at Anycast CDN Traffic. CoRR (2015)
Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Valeria Di Gennaro, Marco Mellia, Maurizio M. Munafò, Dario Rossi
Impact of Carrier-Grade NAT on web browsing. IWCMC (2015)
Hadrien Hours, Ernst W. Biersack, Patrick Loiseau, Alessandro Finamore, Marco Mellia
A Study of the Impact of DNS Resolvers on Performance Using a Causal Approach. International Teletraffic Congress (2015)
Edoardo Bonetto, Alessandro Finamore, Marco Mellia, Riccardo Fiandra
Energy efficiency in access and aggregation networks: From current traffic to potential savings. Comput. Networks 65 (2014)
Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore
On the analysis of QoE-based performance degradation in YouTube traffic. CNSM (2014)
Zied Ben-Houidi, Giuseppe Scavo, Samir Ghamri-Doudane, Alessandro Finamore, Stefano Traverso, Marco Mellia
Gold Mining in a River of Internet Content Traffic. TMA (2014)
Arian Bär, Alessandro Finamore, Pedro Casas, Lukasz Golab, Marco Mellia
Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis. IEEE BigData (2014)
Alberto Dainotti, Karyn Benson, Alistair King, kc claffy, Eduard Glatz, Xenofontas A. Dimitropoulos, Philipp Richter, Alessandro Finamore, Alex C. Snoeren
Lost in Space: Improving Inference of IPv4 Address Space Utilization. CoRR (2014)
Alessandro D'Alconzo, Pedro Casas, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore
Who to blame when YouTube is not working? detecting anomalies in CDN-provisioned services. IWCMC (2014)
Arian Bär, Pedro Casas, Lukasz Golab, Alessandro Finamore
DBStream: An online aggregation, filtering and processing system for network traffic monitoring. IWCMC (2014)
Pedro Casas, Pierdomenico Fiadino, Arian Bär, Alessandro D'Alconzo, Alessandro Finamore, Marco Mellia
YouTube all around: Characterizing YouTube from mobile and fixed-line network vantage points. EuCNC (2014)
David Naylor, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Marco Mellia, Maurizio M. Munafò, Konstantina Papagiannaki, Peter Steenkiste
The Cost of the "S" in HTTPS. CoNEXT (2014)
Pierdomenico Fiadino, Alessandro D'Alconzo, Arian Bär, Alessandro Finamore, Pedro Casas
On the detection of network traffic anomalies in content delivery network services. International Teletraffic Congress (2014)
Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore, Tanja Zseby
When YouTube Does not Work - Analysis of QoE-Relevant Degradation in Google CDN Traffic. IEEE Trans. Netw. Serv. Manag. 11 (4) (2014)
Narseo Vallina-Rodriguez, Jon Crowcroft, Alessandro Finamore, Yan Grunenberger, Konstantina Papagiannaki
When assistance becomes dependence: characterizing the costs and inefficiencies of A-GPS. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17 (4) (2013)
Alessandro Finamore, Marco Mellia, Zafar Gilani, Konstantina Papagiannaki, Vijay Erramilli, Yan Grunenberger
Is there a case for mobile phone content pre-staging? CoNEXT (2013)
Yann Nicolas, Daniel Wolff, Dario Rossi, Alessandro Finamore
I Tube, YouTube, P2PTube: Assessing ISP benefits of peer-assisted caching of YouTube content. P2P (2013)
José Luis García-Dorado, Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò
Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact. IEEE Trans. Netw. Serv. Manag. 9 (2) (2012)
Vinicius Gehlen, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò
Uncovering the Big Players of the Web. TMA (2012)
Narseo Vallina-Rodriguez, Jay Shah, Alessandro Finamore, Yan Grunenberger, Konstantina Papagiannaki, Hamed Haddadi, Jon Crowcroft
Breaking for commercials: characterizing mobile advertising. Internet Measurement Conference (2012)
Ruben Torres, Alessandro Finamore, Jin Ryong Kim, Marco Mellia, Maurizio M. Munafò, Sanjay G. Rao
Dissecting Video Server Selection Strategies in the YouTube CDN. ICDCS (2011)
Alessandro Finamore, Marco Mellia, Michela Meo
Mining Unclassified Traffic Using Automatic Clustering Techniques. TMA (2011)
Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Ruben Torres, Sanjay G. Rao
YouTube everywhere: impact of device and infrastructure synergies on user experience. Internet Measurement Conference (2011)
Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò, P. D. Torino, Dario Rossi
Experiences of internet traffic monitoring with tstat. IEEE Netw. 25 (3) (2011)
Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò, Dario Rossi
Live Traffic Monitoring with Tstat: Capabilities and Experiences. WWIC (2010)
Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi
KISS: Stochastic Packet Inspection Classifier for UDP Traffic. IEEE/ACM Trans. Netw. 18 (5) (2010)
Niccolo Cascarano, Fulvio Risso, Alice Este, Francesco Gringoli, Luca Salgarelli, Alessandro Finamore, Marco Mellia
Comparing P2PTV Traffic Classifiers. ICC (2010)
Alessandro Finamore, Michela Meo, Dario Rossi, Silvio Valenti
Kiss to Abacus: A Comparison of P2P-TV Traffic Classifiers. TMA (2010)
Gianluca La Mantia, Dario Rossi, Alessandro Finamore, Marco Mellia, Michela Meo
Stochastic Packet Inspection for TCP Traffic. ICC (2010)
Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi
KISS: Stochastic Packet Inspection. TMA (2009)