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Danilo Giordano
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Books and Theses
- 2017
- [b1]Danilo Giordano:
Machine Learning and Big Data Methodologies for Network Traffic Monitoring. Polytechnic University of Turin, Italy, 2017
Journal Articles
- 2024
- [j17]Matteo Boffa, Idilio Drago
, Marco Mellia
, Luca Vassio
, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi
:
LogPrécis: Unleashing language models for automated malicious log analysis. Comput. Secur. 141: 103805 (2024) - 2023
- [j16]Alessandro Ciociola, Danilo Giordano, Luca Vassio
, Marco Mellia
:
Data driven scalability and profitability analysis in free floating electric car sharing systems. Inf. Sci. 621: 545-561 (2023) - [j15]Francesca Soro, Thomas Favale
, Danilo Giordano
, Idilio Drago
, Tommaso Rescio, Marco Mellia
, Zied Ben-Houidi
, Dario Rossi
:
Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes. IEEE Trans. Netw. Serv. Manag. 20(4): 5012-5025 (2023) - 2022
- [j14]Danilo Giordano
, Flavio Giobergia, Eliana Pastor
, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia
, Davide Tricarico
:
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. 134: 103554 (2022) - [j13]Gianluca Perna, Martino Trevisan, Danilo Giordano, Idilio Drago
:
A first look at HTTP/3 adoption and performance. Comput. Commun. 187: 115-124 (2022) - [j12]Luca Vassio
, Danilo Giordano, Jinoh Kim, Jon Crowcroft:
Message from the Chairs of the WAIN workshop 2021. SIGMETRICS Perform. Evaluation Rev. 49(4): 92 (2022) - 2021
- [j11]Danilo Giordano
, Eliana Pastor
, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia
, Alessandra Neri, Davide Tricarico
:
Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. 180: 115109 (2021) - [j10]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio
, Danilo Giordano
:
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow. Network 1(3): 247-260 (2021) - [j9]Martino Trevisan, Luca Vassio
, Danilo Giordano
:
Debate on online social networks at the time of COVID-19: An Italian case study. Online Soc. Networks Media 23: 100136 (2021) - [j8]Luca Vassio
, Zhi-Li Zhang, Danilo Giordano
, Abhishek Chandra:
Message from the organizers of WAIN. SIGMETRICS Perform. Evaluation Rev. 48(4): 28 (2021) - 2020
- [j7]Martino Trevisan, Ali Safari Khatouni
, Danilo Giordano
:
ERRANT: Realistic emulation of radio access networks. Comput. Networks 176: 107289 (2020) - [j6]Daniela Renga
, Daniele Apiletti, Danilo Giordano
, Matteo Nisi, Tao Huang
, Yang Zhang
, Marco Mellia
, Elena Baralis:
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis. Computing 102(5): 1199-1211 (2020) - [j5]Martino Trevisan
, Danilo Giordano
, Idilio Drago
, Maurizio M. Munafò
, Marco Mellia
:
Five Years at the Edge: Watching Internet From the ISP Network. IEEE/ACM Trans. Netw. 28(2): 561-574 (2020) - 2019
- [j4]Michele Cocca, Danilo Giordano
, Marco Mellia
, Luca Vassio
:
Free floating electric car sharing design: Data driven optimisation. Pervasive Mob. Comput. 55: 59-75 (2019) - [j3]Michele Cocca, Danilo Giordano
, Marco Mellia
, Luca Vassio
:
Free Floating Electric Car Sharing: A Data Driven Approach for System Design. IEEE Trans. Intell. Transp. Syst. 20(12): 4691-4703 (2019) - 2016
- [j2]Daniele Apiletti
, Elena Baralis, Tania Cerquitelli, Paolo Garza
, Danilo Giordano
, Marco Mellia
, Luca Venturini
:
SeLINA: A Self-Learning Insightful Network Analyzer. IEEE Trans. Netw. Serv. Manag. 13(3): 696-710 (2016) - 2015
- [j1]Danilo Giordano
, Stefano Traverso, Luigi Grimaudo, Marco Mellia
, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha:
YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes. IEEE Trans. Cogn. Commun. Netw. 1(2): 161-174 (2015)
Conference and Workshop Papers
- 2024
- [c26]Gianluca Perna, Martino Trevisan, Danilo Giordano, Daniel Perdices, Marco Mellia
:
Monitoring Web QoE in Satellite Networks from Passive Measurements. CCNC 2024: 669-676 - 2023
- [c25]Francesco De Santis, Danilo Giordano, Marco Mellia
, Alessia Damilano:
GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features. IEEE Big Data 2023: 4240-4247 - 2022
- [c24]Jacopo Fior, Thomas Favale, Luca Cagliero
, Danilo Giordano, Marco Mellia
, Elena Baralis, Silvia Ronchiadin
, Paolo Baracco, Dario Moncalvo
:
Legal Entity Disambiguation for Financial Crime Detection. IEEE Big Data 2022: 6639-6641 - [c23]Thomas Favale, Danilo Giordano, Idilio Drago
, Marco Mellia
:
What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring. EuroS&P Workshops 2022: 307-313 - [c22]François Michel, Martino Trevisan, Danilo Giordano, Olivier Bonaventure:
A first look at starlink performance. IMC 2022: 130-136 - [c21]Daniel Perdices
, Gianluca Perna, Martino Trevisan, Danilo Giordano, Marco Mellia
:
When satellite is all you have: watching the internet from 550 ms. IMC 2022: 137-150 - 2021
- [c20]Edoardo Fassio, Alessandro Ciociola, Danilo Giordano
, Michel Noussan, Luca Vassio
, Marco Mellia
:
Environmental and Economic Comparison of ICEV and EV in Car Sharing. ITSC 2021: 1621-1626 - [c19]Leonardo Tolomei
, Stefano Fiorini
, Alessandro Ciociola, Luca Vassio
, Danilo Giordano
, Marco Mellia
:
Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach. ITSC 2021: 3170-3175 - [c18]Martino Trevisan, Danilo Giordano
, Idilio Drago
, Ali Safari Khatouni:
Measuring HTTP/3: Adoption and Performance. MedComNet 2021: 1-8 - 2020
- [c17]Gianluca Perna, Martino Trevisan, Danilo Giordano
:
Realistic testing of RTC applications under mobile networks. CoNEXT 2020: 532-533 - [c16]Alessandro Ciociola, Michele Cocca, Danilo Giordano
, Luca Vassio
, Marco Mellia
:
E-Scooter Sharing: Leveraging Open Data for System Design. DS-RT 2020: 1-8 - [c15]Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio
, Danilo Giordano
, Marco Mellia
:
On Scalability of Electric Car Sharing in Smart Cities. ISC2 2020: 1-8 - [c14]Alessandro Ciociola, Dena Markudova, Luca Vassio
, Danilo Giordano
, Marco Mellia
, Michela Meo:
Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems. ITSC 2020: 1-6 - [c13]Ali Safari Khatouni, Martino Trevisan, Danilo Giordano
, Mohammad Rajiullah, Stefan Alfredsson, Anna Brunström, Cise Midoglu, Özgü Alay:
An Open Dataset of Operational Mobile Networks. MobiWac 2020: 83-90 - 2019
- [c12]Ali Safari Khatouni
, Martino Trevisan, Danilo Giordano
:
Data-Driven Emulation of Mobile Access Networks. CNSM 2019: 1-6 - [c11]Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis:
Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis. EDBT/ICDT Workshops 2019 - [c10]Ali Safari Khatouni, Francesca Soro, Danilo Giordano:
A Machine Learning Application for Latency Prediction in Operational 4G Networks. IM 2019: 71-74 - 2018
- [c9]Martino Trevisan, Danilo Giordano
, Idilio Drago
, Marco Mellia
, Maurizio M. Munafò:
Five years at the edge: watching internet from the ISP network. CoNEXT 2018: 1-12 - [c8]Michele Cocca, Danilo Giordano
, Marco Mellia
, Luca Vassio
:
Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing. ITSC 2018: 2490-2495 - [c7]Michele Cocca, Danilo Giordano
, Marco Mellia
, Luca Vassio
:
Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning. SMARTCOMP 2018: 171-178 - 2017
- [c6]Luca Vassio
, Danilo Giordano
, Martino Trevisan
, Marco Mellia
, Ana Paula Couto da Silva
:
Users' Fingerprinting Techniques from TCP Traffic. Big-DAMA@SIGCOMM 2017: 49-54 - [c5]Alessandro Ciociola, Michele Cocca, Danilo Giordano
, Marco Mellia
, Andrea Morichetta
, Andrian Putina, Flavia Salutari:
UMAP: Urban mobility analysis platform to harvest car sharing data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - 2016
- [c4]Chiara Orsini, Alistair King, Danilo Giordano, Vasileios Giotsas, Alberto Dainotti:
BGPStream: A Software Framework for Live and Historical BGP Data Analysis. Internet Measurement Conference 2016: 429-444 - [c3]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
- [c2]Danilo Giordano
, Stefano Traverso, Marco Mellia
:
Exploring Browsing Habits of Internauts: a Measurement Perspective. AINTEC 2015: 54-61 - [c1]Danilo Giordano
, Stefano Traverso, Luigi Grimaudo, Marco Mellia
, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha:
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes. ITC 2015: 19-27
Data and Artifacts
- 2021
- [d1]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano:
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow. IEEE DataPort, 2021
Informal and Other Publications
- 2024
- [i9]Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli:
Self-supervised Interpretable Concept-based Models for Text Classification. CoRR abs/2406.14335 (2024) - 2023
- [i8]Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi:
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis. CoRR abs/2307.08309 (2023) - 2021
- [i7]Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni:
Measuring HTTP/3: Adoption and Performance. CoRR abs/2102.12358 (2021) - [i6]Martino Trevisan, Luca Vassio, Danilo Giordano:
Debate on Online Social Networks at the Time of COVID-19: An Italian Case Study. CoRR abs/2106.01013 (2021) - [i5]Martino Trevisan, Ali Safari Khatouni, Danilo Giordano:
ERRANT: Realistic Emulation of Radio Access Networks. CoRR abs/2106.06335 (2021) - 2020
- [i4]Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano:
A network analysis on cloud gaming: Stadia, GeForce Now and PSNow. CoRR abs/2012.06774 (2020) - 2015
- [i3]Danilo Giordano, Stefano Traverso, Luigi Grimaudo, Marco Mellia, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha:
YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes. CoRR abs/1503.05426 (2015) - [i2]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) - [i1]Luca Vassio, Hassan Metwalley, Danilo Giordano:
The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios. CoRR abs/1512.03211 (2015)
Coauthor Index
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