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ORCIDAlessandro D'Alconzo
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2020 – today
- 2020
[i1]Alessandro D'Alconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas:
A Survey on Big Data for Network Traffic Monitoring and Analysis. CoRR abs/2003.01648 (2020)
2010 – 2019
- 2019
- [j16]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): 800-813 (2019) - [r1]Idilio Drago, Marco Mellia, Alessandro D'Alconzo:
Big Data in Computer Network Monitoring. Encyclopedia of Big Data Technologies 2019 - 2017
- [j15]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): 115-132 (2017) - [c30]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: 16-22 - [c29]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: 1-6 - [c28]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: 1-6 - [c27]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: 43-48 - 2016
- [j14]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): 71-79 (2016) - [j13]Andreas Berger, Alessandro D'Alconzo, Wilfried N. Gansterer, Antonio Pescapè:
Mining agile DNS traffic using graph analysis for cybercrime detection. Comput. Networks 100: 28-44 (2016) - [j12]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: 1-4 (2016) - [j11]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: 5-19 (2016) - [j10]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): 681-695 (2016) - [c26]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: 1805-1807 - [c25]Pedro Casas, Alessandro D'Alconzo, Pierdomenico Fiadino, Christian Callegari:
Detecting and diagnosing anomalies in cellular networks using Random Neural Networks. IWCMC 2016: 351-356 - [c24]Pedro Casas, Pierdomenico Fiadino, Alessandro D'Alconzo:
When smartphones become the enemy: unveiling mobile apps anomalies through clustering techniques. ATC@MobiCom 2016: 19-24 - [c23]Pedro Casas, Alessandro D'Alconzo, Tanja Zseby, Marco Mellia:
Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis. LANCOMM@SIGCOMM 2016: 1-3 - [c22]Pedro Casas, Pierdomenico Fiadino, Alessandro D'Alconzo:
Machine-Learning Based Approaches for Anomaly Detection and Classification in Cellular Networks. TMA 2016 - 2015
- [j9]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: 142-158 (2015) - [c21]Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas:
Towards automatic detection and diagnosis of Internet service anomalies via DNS traffic analysis. IWCMC 2015: 373-378 - [c20]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: 1-9 - [c19]Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas:
Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks. SIGCOMM 2015: 87-88 - [c18]Pierdomenico Fiadino, Alessandro D'Alconzo, Mirko Schiavone, Pedro Casas:
RCATool - A Framework for Detecting and Diagnosing Anomalies in Cellular Networks. ITC 2015: 194-202 - [c17]Peter Romirer-Maierhofer, Mirko Schiavone, Alessandro D'Alconzo:
Device-Specific Traffic Characterization for Root Cause Analysis in Cellular Networks. TMA 2015: 64-78 - 2014
- [j8]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) - [c16]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 - [c15]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 - [c14]Pierdomenico Fiadino, Alessandro D'Alconzo, Pedro Casas:
Characterizing web services provisioning via CDNs: The case of Facebook. IWCMC 2014: 310-315 - [c13]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 - [c12]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 - [c11]Pedro Casas, Pierdomenico Fiadino, Andreas Sackl, Alessandro D'Alconzo:
YouTube in the move: Understanding the performance of YouTube in cellular networks. Wireless Days 2014: 1-6 - 2013
- [j7]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): 3446-3462 (2013) - [j6]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): 3728-3742 (2013) - [c10]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: 435-440 - [c9]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: 3393-3398 - [p2]Christian Callegari, Angelo Coluccia, Alessandro D'Alconzo, Wendy Ellens, Stefano Giordano, Michel Mandjes, Michele Pagano, Teresa Pepe, Fabio Ricciato, Piotr Zuraniewski:
A Methodological Overview on Anomaly Detection. Data Traffic Monitoring and Analysis 2013: 148-183 - [p1]Angelo Coluccia, Alessandro D'Alconzo, Fabio Ricciato:
Distribution-Based Anomaly Detection in Network Traffic. Data Traffic Monitoring and Analysis 2013: 202-216 - 2012
- [j5]Angelo Coluccia, Alessandro D'Alconzo, Fabio Ricciato:
On the optimality of max-min fairness in resource allocation. Ann. des Télécommunications 67(1-2): 15-26 (2012) - 2011
- [c8]Andreas Berger, Jacopo Cesareo, Alessandro D'Alconzo:
Collaborative Network Defense with Minimum Disclosure. GLOBECOM 2011: 1-6 - [c7]Jacopo Cesareo, Andreas Berger, Alessandro D'Alconzo:
COMINDIS - COllaborative Monitoring with MINimum DISclosure (Poster). TMA 2011: 189-192 - 2010
- [j4]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): 551-558 (2010) - [j3]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): 245-269 (2010) - [c6]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: 1-5
2000 – 2009
- 2009
- [j2]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): 695-718 (2009) - [c5]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: 1-8 - [c4]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: 1-8 - [c3]Peter Romirer-Maierhofer, Fabio Ricciato, Alessandro D'Alconzo, Robert Franzan, Wolfgang Karner:
Network-Wide Measurements of TCP RTT in 3G. TMA 2009: 17-25 - [c2]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 - 2007
- [j1]Gennaro Boggia, Pietro Camarda, Alessandro D'Alconzo:
Modeling of Call Dropping in Well-Established Cellular Networks. EURASIP J. Wirel. Commun. Netw. 2007 (2007) - 2006
- [c1]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: 16
Coauthor Index
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