Pedro Casas

Best Publications

• Unsupervised Network Intrusion Detection Systems: Detecting the Unknown without Knowledge

  Unknown

  317
  Citations

• YOUQMON: a system for on-line monitoring of YouTube QoE in operational 3G networks

  Pedro Casas;Michael Seufert;Raimund Schatz

  130
  Citations

• YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks

  Florian Wamser;Michael Seufert;Pedro Casas;Ralf Irmer

  128
  Citations

• A Survey on Big Data for Network Traffic Monitoring and Analysis

  Alessandro D'Alconzo;Idilio Drago;Andrea Morichetta;Marco Mellia

  127
  Citations

• Quality of Experience in Cloud services: Survey and measurements

  Pedro Casas;Raimund Schatz

  126
  Citations

• Passive YouTube QoE Monitoring for ISPs

  Raimund Schatz;Tobias Hossfeld;Pedro Casas

  113
  Citations

• Predicting QoE in cellular networks using machine learning and in-smartphone measurements

  Pedro Casas;Alessandro D'Alconzo;Florian Wamser;Michael Seufert

  105
  Citations

• Ensemble-learning Approaches for Network Security and Anomaly Detection

  Unknown

  102
  Citations

• When YouTube Does not Work—Analysis of QoE-Relevant Degradation in Google CDN Traffic

  Unknown

  82
  Citations

• Next to You: Monitoring Quality of Experience in Cellular Networks From the End-Devices

  Pedro Casas;Michael Seufert;Florian Wamser;Bruno Gardlo

  81
  Citations

• Modeling the YouTube stack

  Florian Wamser;Pedro Casas;Michael Seufert;Christian Moldovan

  81
  Citations

• Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis

  Arian Bar;Alessandro Finamore;Pedro Casas;Lukasz Golab

  78
  Citations

• EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis

  Andrea Morichetta;Pedro Casas;Marco Mellia

  66
  Citations

• UNADA: unsupervised network anomaly detection using sub-space outliers ranking

  Unknown

  63
  Citations

• YouTube & Facebook Quality of Experience in mobile broadband networks

  Pedro Casas;Andreas Sackl;Sebastian Egger;Raimund Schatz

  60
  Citations

• Quality of experience in remote virtual desktop services

  Pedro Casas;Michael Seufert;Sebastian Egger;Raimund Schatz

  57
  Citations

• ViCrypt to the Rescue: Real-Time, Machine-Learning-Driven Video-QoE Monitoring for Encrypted Streaming Traffic

  Unknown

  55
  Citations

• Stream-based Machine Learning for Real-time QoE Analysis of Encrypted Video Streaming Traffic

  Unknown

  37
  Citations

• Quantifying the impact of network bandwidth fluctuations and outages on Web QoE

  Andreas Sackl;Pedro Casas;Raimund Schatz;Lucjan Janowski

  34
  Citations

• QUICker or not? -an Empirical Analysis of QUIC vs TCP for Video Streaming QoE Provisioning

  Michael Seufert;Raimund Schatz;Nikolas Wehner;Pedro Casas

  31
  Citations