Publications

Active publisher during my PhD years and beyond, with work spanning network traffic analysis, mobile networks, anomaly detection, and data mining. Feel free to reach out for access to any paper.

ResearchGate profile Google Scholar

Selected works

SIGCOMM 2015 · SRC Runner-Up

"Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks"

P. Fiadino, A. D'Alconzo, M. Schiavone, P. Casas — ACM SIGCOMM Demo/Poster, London, UK

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IEEE TNSM · Journal 2016

"Grasping Popular Applications in Cellular Networks with Big Data Analytics Platforms"

P. Fiadino, P. Casas, A. D'Alconzo, M. Schiavone, A. Bär — IEEE Transactions on Network and Service Management

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IFIP Networking 2015

"Online Social Networks Anatomy: on the Analysis of Facebook and WhatsApp in Cellular Networks"

P. Fiadino, P. Casas, M. Schiavone, A. D'Alconzo — IFIP Networking, Toulouse, France

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PhD Dissertation · TU Wien 2015

"Data Analytics in computer networks and design of ML systems for anomaly detection and diagnosis"

P. Fiadino — Doctoral Dissertation, Vienna University of Technology

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Journal Papers & Book Chapters

"Big Data in Mobile Networks"

P. Fiadino, M. Torrent-Moreno

Encyclopedia of Big Data Technologies, Springer, Cham 2018

"Grasping Popular Applications in Cellular Networks with Big Data Analytics Platforms"

P. Fiadino, P. Casas, A. D'Alconzo, M. Schiavone, A. Bär

IEEE Transactions on Network and Service Management (TNSM) 2016

"DBStream: A Holistic Approach to Large-Scale Network Traffic Monitoring and Analysis"

A. Bär, P. Casas, A. D'Alconzo, P. Fiadino, L. Golab, M. Mellia, E. Schikuta

Computer Networks, S.I. on ML & Big Data Frameworks for Network Monitoring 2016

"Unveiling Network and Service Performance Degradation in the Wild with mPlane"

P. Casas, P. Fiadino, S. Wassermann, S. Traverso, A. D'Alconzo, E. Tego, F. Matera, M. Mellia

IEEE Communications Magazine, Network Testing and Analytics Series 2016

"When YouTube doesn't Work — Analysis of QoE-relevant Degradation in Google CDN Traffic"

P. Casas, A. D'Alconzo, P. Fiadino, A. Bär, A. Finamore, T. Zseby

IEEE Transactions on Network and Service Management (TNSM), vol. 11, no. 4 2014

Conference Papers

"Call Detail Records for Human Mobility Studies: Taking Stock of the Situation in the Always Connected Era"

P. Fiadino, V. Ponce-Lopez, J.A. Torrero-Gonzalez, M. Torrent-Moreno, A. D'Alconzo

ACM SIGCOMM Workshop on Big-Data ML for Data Communication Networks, Los Angeles, USA 2017

"(Semi-)Supervised Machine Learning Approaches for Network Security in High-Dimensional Network Data"

P. Casas, A. D'Alconzo, G. Settanni, P. Fiadino, F. Skopik

ACM Conference on Computer and Communications Security (CCS), Vienna, Austria 2016

"Machine-Learning Based Approaches for Anomaly Detection and Classification in Cellular Networks"

P. Casas, P. Fiadino, A. D'Alconzo

ACM MOBICOM Workshop on All Things Cellular (ATC), New York, USA 2016

"When Smartphones become the Enemy: Unveiling Mobile Apps Anomalies through Clustering Techniques"

P. Casas, P. Fiadino, A. D'Alconzo

Traffic Monitoring and Analysis (TMA 2016), Louvain-la-Neuve, Belgium 2016

"Detecting and Diagnosing Anomalies in Cellular Networks using Random Neural Networks"

P. Casas, A. D'Alconzo, P. Fiadino, C. Callegari

International Workshop on Traffic Analysis and Characterization (TRAC 2016), Paphos, Cyprus 2016

"Challenging Entropy-based Anomaly Detection and Diagnosis in Cellular Networks"

P. Fiadino, A. D'Alconzo, M. Schiavone, P. Casas

ACM SIGCOMM Demo/Poster Session, London, UK 2015

Student Research Competition Runner Up

"RCATool – A Framework for Detection and Diagnosis of Anomalies in Cellular Networks"

P. Fiadino, A. D'Alconzo, M. Schiavone, P. Casas

International Teletraffic Conference (ITC 27), Ghent, Belgium 2015

"Towards Automatic Detection and Diagnosis of Internet Service Anomalies via DNS Traffic Analysis"

P. Fiadino, M. Schiavone, A. D'Alconzo, P. Casas

International Wireless Communications & Mobile Computing Conference (IWCMC 2015), Dubrovnik, Croatia 2015

"On the Analysis of QoE in Cellular Networks: from Subjective Tests to Large-scale Traffic Measurements"

P. Casas, M. Varela, P. Fiadino, M. Schiavone, H. Rivas, R. Schatz

International Wireless Communications & Mobile Computing Conference (IWCMC 2015), Dubrovnik, Croatia 2015

"QoMOSN — On the Analysis of Traffic and Quality of Experience in Mobile Online Social Networks"

P. Casas, P. Fiadino, M. Schiavone

European Conference on Networks and Communications (EuCNC 2015), Paris, France 2015

"Online Social Networks Anatomy: on the Analysis of Facebook and WhatsApp in Cellular Networks"

P. Fiadino, P. Casas, M. Schiavone, A. D'Alconzo

IFIP Networking 2015, Toulouse, France 2015

"Vivisecting WhatsApp in Cellular Networks: Servers, Flows, and Quality of Experience"

P. Fiadino, M. Schiavone, P. Casas

Traffic Monitoring and Analysis (TMA 2015), Barcelona, Spain 2015

"Diagnosing Device-Specific Anomalies in Cellular Networks"

M. Schiavone, P. Romirer, P. Fiadino, P. Casas

ACM CoNEXT Student Workshop, Sydney, Australia 2014

"YouTube in the Move: Understanding the Performance of YouTube in Cellular Networks"

P. Casas, P. Fiadino, A. Sackl, A. D'Alconzo

Wireless Days Conference (WD 2014), Rio de Janeiro, Brazil 2014

Best Paper Award Runner Up

"On the Analysis of QoE-based Performance Degradation in YouTube Traffic"

P. Casas, A. D'Alconzo, P. Fiadino, A. Bär, A. Finamore

International Conference on Network and Service Management (CNSM 2014), Rio de Janeiro, Brazil 2014

"On the Detection of Network Traffic Anomalies in Content Delivery Network Services"

P. Fiadino, A. D'Alconzo, A. Bär, P. Casas, A. Finamore

International Teletraffic Conference (ITC 26), Karlskrona, Sweden 2014

"Vivisecting WhatsApp through Large-Scale Measurements in Mobile Networks"

P. Fiadino, M. Schiavone, P. Casas

ACM SIGCOMM Demo/Poster Session, Chicago, USA 2014

"YouTube All Around: Characterizing YouTube from Mobile and Fixed-line Network Vantage Points"

P. Casas, P. Fiadino, A. Bär, A. D'Alconzo, A. Finamore, M. Mellia

European Conference on Networks and Communications (EuCNC 2014), Bologna, Italy 2014

"Characterizing Web Services Provisioning via CDNs: The Case of Facebook"

P. Fiadino, A. D'Alconzo, P. Casas

International Workshop on Traffic Analysis and Characterization (TRAC 2014), Nicosia, Cyprus 2014

"Who to Blame when YouTube is not Working? Detecting Anomalies in CDN-Provisioned Services"

A. D'Alconzo, P. Casas, P. Fiadino, A. Bär, A. Finamore

International Workshop on Traffic Analysis and Characterization (TRAC 2014), Nicosia, Cyprus 2014

"Understanding HTTP Traffic and CDN Behavior from the Eyes of a Mobile ISP"

P. Casas, P. Fiadino, A. Bär

Passive and Active Measurements Conference (PAM 2014), Los Angeles, USA 2014

"IP Mining: Extracting Knowledge from the Dynamics of the Internet Addressing Space"

P. Casas, P. Fiadino, A. Bär

International Teletraffic Congress (ITC 25), Shanghai, China 2013

Best Paper Award

"Mini-IPC: A Minimalist Approach for HTTP Traffic Classification using IP Addresses"

P. Casas, P. Fiadino

International Workshop on Traffic Analysis and Classification (IWCMC 2013), Cagliari, Italy 2013

"HTTPTag: A Flexible On-line HTTP Classification System for Operational 3G Networks"

P. Fiadino, A. Bär, P. Casas

IEEE Infocom Demo/Poster Session, Turin, Italy 2013

"Macro-mobility Patterns from Cellular Network Data"

S. Ruehrup, D. Valerio, P. Fiadino, F. Ricciato, D. Elias, B. Rainer, W. Wiedermann

ITS World Congress (ITS 2012), Vienna, Austria 2012

"Acquisition of Traffic and Mobility Data Based on Cellular Network Signaling"

D. Elias, F. Nadler, D. Valerio, P. Fiadino

ITS World Congress (ITS 2012), Vienna, Austria 2012

"Steps towards the Extraction of Vehicular Mobility Patterns from 3G Signaling Data"

P. Fiadino, D. Valerio, F. Ricciato, K. A. Hummel

Traffic Monitoring and Analysis (TMA 2012), Vienna, Austria 2012