Alessandro D'Alconzo

According to our database1, Alessandro D'Alconzo authored at least 49 papers between 2006 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Big Data in Computer Network Monitoring.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

A Survey on Big Data for Network Traffic Monitoring and Analysis.
IEEE Trans. Network and Service Management, 2019

2017
A method for identifying compromised clients based on DNS traffic analysis.
Int. J. Inf. Sec., 2017

Call Detail Records for Human Mobility Studies: Taking Stock of the Situation in the "Always Connected Era".
Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017

Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Predicting QoE in cellular networks using machine learning and in-smartphone measurements.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Network security and anomaly detection with Big-DAMA, a big data analytics framework.
Proceedings of the 6th IEEE International Conference on Cloud Networking, 2017

2016
Grasping Popular Applications in Cellular Networks With Big Data Analytics Platforms.
IEEE Trans. Network and Service Management, 2016

Machine learning, data mining and Big Data frameworks for network monitoring and troubleshooting.
Computer Networks, 2016

Mining agile DNS traffic using graph analysis for cybercrime detection.
Computer Networks, 2016

DBStream: A holistic approach to large-scale network traffic monitoring and analysis.
Computer Networks, 2016

Unveiling network and service performance degradation in the wild with mplane.
IEEE Communications Magazine, 2016

Machine-Learning Based Approaches for Anomaly Detection and Classification in Cellular Networks.
Proceedings of the Traffic Monitoring and Analysis - 8th International Workshop, 2016

Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis.
Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks, 2016

When smartphones become the enemy: unveiling mobile apps anomalies through clustering techniques.
Proceedings of the 5th Workshop on All Things Cellular, 2016

Detecting and diagnosing anomalies in cellular networks using Random Neural Networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

POSTER: (Semi)-Supervised Machine Learning Approaches for Network Security in High-Dimensional Network Data.
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

2015
On the ground truth problem of malicious DNS traffic analysis.
Computers & Security, 2015

Device-Specific Traffic Characterization for Root Cause Analysis in Cellular Networks.
Proceedings of the Traffic Monitoring and Analysis - 7th International Workshop, 2015

RCATool - A Framework for Detecting and Diagnosing Anomalies in Cellular Networks.
Proceedings of the 27th International Teletraffic Congress, 2015

Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Online Social Networks anatomy: On the analysis of Facebook and WhatsApp in cellular networks.
Proceedings of the 14th IFIP Networking Conference, 2015

Towards automatic detection and diagnosis of Internet service anomalies via DNS traffic analysis.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

2014
When YouTube Does not Work - Analysis of QoE-Relevant Degradation in Google CDN Traffic.
IEEE Trans. Network and Service Management, 2014

YouTube in the move: Understanding the performance of YouTube in cellular networks.
Proceedings of the 2014 IFIP Wireless Days, 2014

On the detection of network traffic anomalies in content delivery network services.
Proceedings of the 2014 26th International Teletraffic Congress (ITC), 2014

Characterizing web services provisioning via CDNs: The case of Facebook.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Who to blame when YouTube is not working? detecting anomalies in CDN-provisioned services.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

YouTube all around: Characterizing YouTube from mobile and fixed-line network vantage points.
Proceedings of the European Conference on Networks and Communications, 2014

On the analysis of QoE-based performance degradation in YouTube traffic.
Proceedings of the 10th International Conference on Network and Service Management, 2014

2013
Distribution-Based Anomaly Detection in Network Traffic.
Proceedings of the Data Traffic Monitoring and Analysis, 2013

A Methodological Overview on Anomaly Detection.
Proceedings of the Data Traffic Monitoring and Analysis, 2013

Elementary secure-multiparty computation for massive-scale collaborative network monitoring: A quantitative assessment.
Computer Networks, 2013

Distribution-based anomaly detection via generalized likelihood ratio test: A general Maximum Entropy approach.
Computer Networks, 2013

Botnet detection revisited: Theory and practice of finding malicious P2P networks via Internet connection graphs.
Proceedings of the 2013 Proceedings IEEE INFOCOM Workshops, 2013

Botnet detection revisited: Theory and practice of finding malicious P2P networks via Internet connection graphs.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
On the optimality of max-min fairness in resource allocation.
Annales des Télécommunications, 2012

2011
COMINDIS - COllaborative Monitoring with MINimum DISclosure (Poster).
Proceedings of the Traffic Monitoring and Analysis - Third International Workshop, 2011

Collaborative Network Defense with Minimum Disclosure.
Proceedings of the Global Communications Conference, 2011

2010
Distribution-based anomaly detection in 3G mobile networks: from theory to practice.
Int. Journal of Network Management, 2010

A review of DoS attack models for 3G cellular networks from a system-design perspective.
Computer Communications, 2010

The Logarithmic Nature of QoE and the Role of the Weber-Fechner Law in QoE Assessment.
Proceedings of IEEE International Conference on Communications, 2010

2009
Performance of Markov models for frame-level errors in IEEE 802.11 wireless LANs.
Int. J. Communication Systems, 2009

Exploiting Cellular Networks for Road Traffic Estimation: A Survey and a Research Roadmap.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Network-Wide Measurements of TCP RTT in 3G.
Proceedings of the Traffic Monitoring and Analysis, First International Workshop, 2009

On the Role of Flows and Sessions in Internet Traffic Modeling: An Explorative Toy-Model.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

A Distribution-Based Approach to Anomaly Detection and Application to 3G Mobile Traffic.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2007
Modeling of Call Dropping in Well-Established Cellular Networks.
EURASIP J. Wireless Comm. and Networking, 2007

2006
Modeling the AIADD paradigm in networks with variable delays.
Proceedings of the 2006 ACM Conference on Emerging Network Experiment and Technology, 2006


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