Alessandro D'Alconzo

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 24

Top Topics

Anomaly Detection

Traffic Analysis

Top Venues

Comput. Networks

IEEE Trans. Netw. Serv. Manag.

Publications

Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
A Survey on Big Data for Network Traffic Monitoring and Analysis. CoRR (2020)
Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas
A Survey on Big Data for Network Traffic Monitoring and Analysis. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Pierdomenico Fiadino, Víctor Ponce-López, Juan Antonio, Marc Torrent-Moreno, Alessandro D'Alconzo
Call Detail Records for Human Mobility Studies: Taking Stock of the Situation in the "Always Connected Era". Big-DAMA@SIGCOMM (2017)
Matija Stevanovic, Jens Myrup Pedersen, Alessandro D'Alconzo, Stefan Ruehrup
A method for identifying compromised clients based on DNS traffic analysis. Int. J. Inf. Sec. 16 (2) (2017)
Pedro Casas, Francesca Soro, Juan Martin Vanerio, Giuseppe Settanni, Alessandro D'Alconzo
Network security and anomaly detection with Big-DAMA, a big data analytics framework. CloudNet (2017)
Michael Seufert, Nikolas Wehner, Florian Wamser, Pedro Casas, Alessandro D'Alconzo, Phuoc Tran-Gia
Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp. QoMEX (2017)
Pedro Casas, Alessandro D'Alconzo, Florian Wamser, Michael Seufert, Bruno Gardlo, Anika Schwind, Phuoc Tran-Gia, Raimund Schatz
Predicting QoE in cellular networks using machine learning and in-smartphone measurements. QoMEX (2017)
Pedro Casas, Pierdomenico Fiadino, Alessandro D'Alconzo
When smartphones become the enemy: unveiling mobile apps anomalies through clustering techniques. ATC@MobiCom (2016)
Pedro Casas, Alessandro D'Alconzo, Giuseppe Settanni, Pierdomenico Fiadino, Florian Skopik
POSTER: (Semi)-Supervised Machine Learning Approaches for Network Security in High-Dimensional Network Data. CCS (2016)
Pedro Casas, Pierdomenico Fiadino, Alessandro D'Alconzo
Machine-Learning Based Approaches for Anomaly Detection and Classification in Cellular Networks. TMA (2016)
Arian Bär, Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Lukasz Golab, Marco Mellia, Erich Schikuta
DBStream: A holistic approach to large-scale network traffic monitoring and analysis. Comput. Networks 107 (2016)
Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Christian Callegari
Detecting and diagnosing anomalies in cellular networks using Random Neural Networks. IWCMC (2016)
Pedro Casas, Alessandro D'Alconzo, Tanja Zseby, Marco Mellia
Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis. LANCOMM@SIGCOMM (2016)
Pedro Casas, Pierdomenico Fiadino, Sarah Wassermann, Stefano Traverso, Alessandro D'Alconzo, Edion Tego, Francesco Matera, Marco Mellia
Unveiling network and service performance degradation in the wild with mplane. IEEE Commun. Mag. 54 (3) (2016)
Pierdomenico Fiadino, Pedro Casas, Alessandro D'Alconzo, Mirko Schiavone, Arian Bär
Grasping Popular Applications in Cellular Networks With Big Data Analytics Platforms. IEEE Trans. Netw. Serv. Manag. 13 (3) (2016)
Alessandro D'Alconzo, Pere Barlet-Ros, Kensuke Fukuda, David R. Choffnes
Machine learning, data mining and Big Data frameworks for network monitoring and troubleshooting. Comput. Networks 107 (2016)
Andreas Berger, Alessandro D'Alconzo, Wilfried N. Gansterer, Antonio Pescapè
Mining agile DNS traffic using graph analysis for cybercrime detection. Comput. Networks 100 (2016)
Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas
Towards automatic detection and diagnosis of Internet service anomalies via DNS traffic analysis. IWCMC (2015)
Matija Stevanovic, Jens Myrup Pedersen, Alessandro D'Alconzo, Stefan Ruehrup, Andreas Berger
On the ground truth problem of malicious DNS traffic analysis. Comput. Secur. 55 (2015)
Peter Romirer-Maierhofer, Mirko Schiavone, Alessandro D'Alconzo
Device-Specific Traffic Characterization for Root Cause Analysis in Cellular Networks. TMA (2015)
Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas
RCATool - A Framework for Detecting and Diagnosing Anomalies in Cellular Networks. International Teletraffic Congress (2015)
Pierdomenico Fiadino, Pedro Casas, Mirko Schiavone, Alessandro D'Alconzo
Online Social Networks anatomy: On the analysis of Facebook and WhatsApp in cellular networks. Networking (2015)
Pedro Casas, Pierdomenico Fiadino, Mirko Schiavone, Alessandro D'Alconzo
Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks. Computer Communication Review (2015)
Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas
Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks. SIGCOMM (2015)
Pierdomenico Fiadino, Alessandro D'Alconzo, Pedro Casas
Characterizing web services provisioning via CDNs: The case of Facebook. IWCMC (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)
Pedro Casas, Pierdomenico Fiadino, Andreas Sackl, Alessandro D'Alconzo
YouTube in the move: Understanding the performance of YouTube in cellular networks. Wireless Days (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)
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)
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)
Stefan Ruehrup, Pierfrancesco Urbano, Andreas Berger, Alessandro D'Alconzo
Botnet detection revisited: Theory and practice of finding malicious P2P networks via Internet connection graphs. INFOCOM (2013)
Angelo Coluccia, Alessandro D'Alconzo, Fabio Ricciato
Distribution-based anomaly detection via generalized likelihood ratio test: A general Maximum Entropy approach. Comput. Networks 57 (17) (2013)
Stefan Ruehrup, Pierfrancesco Urbano, Andreas Berger, Alessandro D'Alconzo
Botnet detection revisited: Theory and practice of finding malicious P2P networks via Internet connection graphs. INFOCOM Workshops (2013)
Alfonso Iacovazzi, Alessandro D'Alconzo, Fabio Ricciato, Martin Burkhart
Elementary secure-multiparty computation for massive-scale collaborative network monitoring: A quantitative assessment. Comput. Networks 57 (17) (2013)
Angelo Coluccia, Alessandro D'Alconzo, Fabio Ricciato
On the optimality of max-min fairness in resource allocation. Ann. des Télécommunications 67 (1-2) (2012)
Jacopo Cesareo, Andreas Berger, Alessandro D'Alconzo
COMINDIS - COllaborative Monitoring with MINimum DISclosure (Poster). TMA (2011)
Andreas Berger, Jacopo Cesareo, Alessandro D'Alconzo
Collaborative Network Defense with Minimum Disclosure. GLOBECOM (2011)
Peter Reichl, Sebastian Egger, Raimund Schatz, Alessandro D'Alconzo
The Logarithmic Nature of QoE and the Role of the Weber-Fechner Law in QoE Assessment. ICC (2010)
Alessandro D'Alconzo, Angelo Coluccia, Peter Romirer-Maierhofer
Distribution-based anomaly detection in 3G mobile networks: from theory to practice. Int. J. Netw. Manag. 20 (5) (2010)
Fabio Ricciato, Angelo Coluccia, Alessandro D'Alconzo
A review of DoS attack models for 3G cellular networks from a system-design perspective. Comput. Commun. 33 (5) (2010)
Gennaro Boggia, Pietro Camarda, Alessandro D'Alconzo
Performance of Markov models for frame-level errors in IEEE 802.11 wireless LANs. Int. J. Commun. Syst. 22 (6) (2009)
Alessandro D'Alconzo, Angelo Coluccia, Fabio Ricciato, Peter Romirer-Maierhofer
A Distribution-Based Approach to Anomaly Detection and Application to 3G Mobile Traffic. GLOBECOM (2009)
Fabio Ricciato, Angelo Coluccia, Alessandro D'Alconzo, Darryl Veitch, Pierre Borgnat, Patrice Abry
On the Role of Flows and Sessions in Internet Traffic Modeling: An Explorative Toy-Model. GLOBECOM (2009)
Peter Romirer-Maierhofer, Fabio Ricciato, Alessandro D'Alconzo, Robert Franzan, Wolfgang Karner
Network-Wide Measurements of TCP RTT in 3G. TMA (2009)
Danilo Valerio, Alessandro D'Alconzo, Fabio Ricciato, Werner Wiedermann
Exploiting Cellular Networks for Road Traffic Estimation: A Survey and a Research Roadmap. VTC Spring (2009)
Gennaro Boggia, Pietro Camarda, Alessandro D'Alconzo
Modeling of Call Dropping in Well-Established Cellular Networks. EURASIP J. Wirel. Commun. Netw. 2007 (2007)
Gennaro Boggia, Pietro Camarda, Alessandro D'Alconzo, Luigi Alfredo Grieco, Saverio Mascolo, Eitan Altman, Chadi Barakat
Modeling the AIADD paradigm in networks with variable delays. CoNEXT (2006)