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ORCIDAlessandro Finamore
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2020 – today
- 2024
[j16]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): 51-69 (2024)- [c42]Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi:
Data Augmentation for Traffic Classification. PAM (1) 2024: 159-186 - [i19]Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi:
Data Augmentation for Traffic Classification. CoRR abs/2401.10754 (2024) - [i18]Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi:
Information Theoretic Text-to-Image Alignment. CoRR abs/2405.20759 (2024) - [i17]Raphaël Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi:
Fine-grained Attention in Hierarchical Transformers for Tabular Time-series. CoRR abs/2406.15327 (2024) - 2023
- [j15]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): 633 (2023) - [c41]Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi:
Toward Generative Data Augmentation for Traffic Classification. StudentWorkshop@CoNEXT 2023: 33-34 - [c40]Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi:
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. IMC 2023: 36-51 - [c39]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: 1-10 - [i16]Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi:
"It's a Match!" - A Benchmark of Task Affinity Scores for Joint Learning. CoRR abs/2301.02873 (2023) - [i15]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 abs/2305.12432 (2023) - [i14]Alessandro Finamore, Chao Wang, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi:
Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. CoRR abs/2309.09733 (2023) - [i13]Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi:
Toward Generative Data Augmentation for Traffic Classification. CoRR abs/2310.13935 (2023) - 2022
- [j14]Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi:
AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. 52(3): 19-27 (2022) - [c38]Zied Ben-Houidi, Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi:
Towards a systematic multi-modal representation learning for network data. HotNets 2022: 181-187 - [c37]Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi:
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. INFOCOM 2022: 2118-2127 - [e1]Alessandro Finamore, Marco Fiore, Carlee Joe-Wong:
Proceedings of the 1st International Workshop on Native Network Intelligence, NativeNi 2022, Rome, Italy, 9 December 2022. ACM 2022, ISBN 978-1-4503-9887-9 [contents] - [i12]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 abs/2202.05535 (2022) - [i11]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 abs/2206.05173 (2022) - 2021
- [j13]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): 4103-4118 (2021) - [j12]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: 101585 (2021) - [c36]Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi:
Towards a generic deep learning pipeline for traffic measurements. StudentWorkshop@CoNEXT 2021: 5-6 - [c35]Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi:
FENXI: Deep-learning Traffic Analytics at the edge. SEC 2021: 202-213 - [c34]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 - [i10]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 abs/2104.03182 (2021) - [i9]Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi:
FENXI: Deep-learning Traffic Analytics at the Edge. CoRR abs/2105.11738 (2021) - [i8]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 abs/2107.04464 (2021) - [i7]Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi:
Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. CoRR abs/2112.06671 (2021) - 2020
- [c33]Andra Lutu, Byungjin Jun, Alessandro Finamore, Fabián E. Bustamante, Diego Perino:
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. Internet Measurement Conference 2020: 147-161 - [c32]Cedric Beliard, Alessandro Finamore, Dario Rossi:
Opening the Deep Pandora Box: Explainable Traffic Classification. INFOCOM Workshops 2020: 1292-1293 - [c31]Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi:
Real-time deep learning based traffic analytics. SIGCOMM Posters and Demos 2020: 76-78 - [i6]Andra Lutu, Byunjin Jun, Alessandro Finamore, Fabian E. Bustamante, Diego Perino:
Where Things Roam: Uncovering Cellular IoT/M2M Connectivity. CoRR abs/2007.13708 (2020) - [i5]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 abs/2012.07695 (2020)
2010 – 2019
- 2019
- [c30]Gioacchino Tangari, Diego Perino, Alessandro Finamore, Marinos Charalambides, George Pavlou:
Tackling Mobile Traffic Critical Path Analysis With Passive and Active Measurements. TMA 2019: 105-112 - [i4]Gioacchino Tangari, Alessandro Finamore, Diego Perino:
Generalizing Critical Path Analysis on Mobile Traffic. CoRR abs/1906.07674 (2019) - 2018
- [c29]Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn:
CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW 2018: 45-54 - 2017
- [j11]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): 163-169 (2017) - [c28]Mário Almeida, Alessandro Finamore, Diego Perino, Narseo Vallina-Rodriguez, Matteo Varvello:
Dissecting DNS Stakeholders in Mobile Networks. CoNEXT 2017: 28-34 - [c27]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: 297-308 - [c26]Alessandro Finamore, Matteo Varvello, Konstantina Papagiannaki:
Mind the Gap Between HTTP and HTTPS in Mobile Networks. PAM 2017: 217-228 - 2016
- [j10]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: 20-35 (2016) - [j9]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: 200-210 (2016) - [j8]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): 1805-1806 (2016) - [j7]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): 1862-1876 (2016) - [c25]Matteo Varvello, Kyle Schomp, David Naylor, Jeremy Blackburn, Alessandro Finamore, Konstantina Papagiannaki:
Is the Web HTTP/2 Yet? PAM 2016: 218-232 - [c24]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 - 2015
- [c23]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: 262-266 - [c22]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: 532-537 - [c21]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. ITC 2015: 10-18 - [i3]Danilo Cicalese, Danilo Giordano, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò, Dario Rossi, Diana Joumblatt:
A First Look at Anycast CDN Traffic. CoRR abs/1505.00946 (2015) - [i2]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 abs/1507.06562 (2015) - 2014
- [j6]Edoardo Bonetto, Alessandro Finamore, Marco Mellia, Riccardo Fiandra:
Energy efficiency in access and aggregation networks: From current traffic to potential savings. Comput. Networks 65: 151-166 (2014) - [j5]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): 441-457 (2014) - [c20]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: 165-170 - [c19]Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Arian Bär, Alessandro Finamore:
On the analysis of QoE-based performance degradation in YouTube traffic. CNSM 2014: 1-9 - [c18]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: 133-140 - [c17]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: 1-5 - [c16]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: 435-440 - [c15]Arian Bär, Pedro Casas, Lukasz Golab, Alessandro Finamore:
DBStream: An online aggregation, filtering and processing system for network traffic monitoring. IWCMC 2014: 611-616 - [c14]Pierdomenico Fiadino, Alessandro D'Alconzo, Arian Bär, Alessandro Finamore, Pedro Casas:
On the detection of network traffic anomalies in content delivery network services. ITC 2014: 1-9 - [c13]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: 91-103 - [i1]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 abs/1410.6858 (2014) - 2013
- [j4]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): 3-14 (2013) - [c12]Alessandro Finamore, Marco Mellia, Zafar Gilani, Konstantina Papagiannaki, Vijay Erramilli, Yan Grunenberger:
Is there a case for mobile phone content pre-staging? CoNEXT 2013: 321-326 - [c11]Yann Nicolas, Daniel Wolff, Dario Rossi, Alessandro Finamore:
I Tube, YouTube, P2PTube: Assessing ISP benefits of peer-assisted caching of YouTube content. P2P 2013: 1-2 - [p1]Silvio Valenti, Dario Rossi, Alberto Dainotti, Antonio Pescapè, Alessandro Finamore, Marco Mellia:
Reviewing Traffic Classification. Data Traffic Monitoring and Analysis 2013: 123-147 - 2012
- [j3]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): 142-155 (2012) - [c10]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: 343-356 - [c9]Vinicius Gehlen, Alessandro Finamore, Marco Mellia, Maurizio M. Munafò:
Uncovering the Big Players of the Web. TMA 2012: 15-28 - 2011
- [j2]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): 8-14 (2011) - [c8]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: 248-257 - [c7]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: 345-360 - [c6]Alessandro Finamore, Marco Mellia, Michela Meo:
Mining Unclassified Traffic Using Automatic Clustering Techniques. TMA 2011: 150-163 - 2010
- [j1]Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi:
KISS: Stochastic Packet Inspection Classifier for UDP Traffic. IEEE/ACM Trans. Netw. 18(5): 1505-1515 (2010) - [c5]Niccolo Cascarano, Fulvio Risso, Alice Este, Francesco Gringoli, Luca Salgarelli, Alessandro Finamore, Marco Mellia:
Comparing P2PTV Traffic Classifiers. ICC 2010: 1-6 - [c4]Gianluca La Mantia, Dario Rossi, Alessandro Finamore, Marco Mellia, Michela Meo:
Stochastic Packet Inspection for TCP Traffic. ICC 2010: 1-6 - [c3]Alessandro Finamore, Michela Meo, Dario Rossi, Silvio Valenti:
Kiss to Abacus: A Comparison of P2P-TV Traffic Classifiers. TMA 2010: 115-126 - [c2]Alessandro Finamore, Marco Mellia, Michela Meo, Maurizio M. Munafò, Dario Rossi:
Live Traffic Monitoring with Tstat: Capabilities and Experiences. WWIC 2010: 290-301
2000 – 2009
- 2009
- [c1]Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi:
KISS: Stochastic Packet Inspection. TMA 2009: 117-125
Coauthor Index
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last updated on 2024-10-07 22:10 CEST by the dblp team
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