Pedro Casas
Pedro Casas
Senior Scientist ICT Data Science at AIT Vienna
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Unsupervised network intrusion detection systems: Detecting the unknown without knowledge
P Casas, J Mazel, P Owezarski
Computer Communications 35 (7), 772-783, 2012
Quality of experience in cloud services: Survey and measurements
P Casas, R Schatz
Computer Networks 68, 149-165, 2014
YOUQMON: a system for on-line monitoring of YouTube QoE in operational 3G networks
P Casas, M Seufert, R Schatz
ACM SIGMETRICS Performance Evaluation Review 41 (2), 44-46, 2013
Passive youtube QoE monitoring for ISPs
R Schatz, T Hoßfeld, P Casas
2012 Sixth International Conference on Innovative Mobile and Internet …, 2012
YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks
F Wamser, M Seufert, P Casas, R Irmer, P Tran-Gia, R Schatz
2015 European Conference on Networks and Communications (EuCNC), 239-243, 2015
Modeling the YouTube stack: From packets to quality of experience
F Wamser, P Casas, M Seufert, C Moldovan, P Tran-Gia, T Hossfeld
Computer Networks 109, 211-224, 2016
Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis
A Bär, A Finamore, P Casas, L Golab, M Mellia
2014 IEEE International Conference on Big Data (Big Data), 165-170, 2014
When YouTube does not 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 11 (4), 441-457, 2014
Next to you: Monitoring quality of experience in cellular networks from the end-devices
P Casas, M Seufert, F Wamser, B Gardlo, A Sackl, R Schatz
IEEE Transactions on Network and Service Management 13 (2), 181-196, 2016
YouTube & facebook quality of experience in mobile broadband networks
P Casas, A Sackl, S Egger, R Schatz
2012 IEEE Globecom Workshops, 1269-1274, 2012
Predicting QoE in cellular networks using machine learning and in-smartphone measurements
P Casas, A D'Alconzo, F Wamser, M Seufert, B Gardlo, A Schwind, ...
2017 Ninth International Conference on Quality of Multimedia Experience …, 2017
Quality of experience in remote virtual desktop services
P Casas, M Seufert, S Egger, R Schatz
2013 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2013
Unada: Unsupervised network anomaly detection using sub-space outliers ranking
P Casas, J Mazel, P Owezarski
International Conference on Research in Networking, 40-51, 2011
Vivisecting whatsapp through large-scale measurements in mobile networks
P Fiadino, M Schiavone, P Casas
Proceedings of the 2014 ACM conference on SIGCOMM, 133-134, 2014
Sub-space clustering, inter-clustering results association & anomaly correlation for unsupervised network anomaly detection
J Mazel, P Casas, Y Labit, P Owezarski
2011 7th International Conference on Network and Service Management, 1-8, 2011
A first look at quality of experience in personal cloud storage services
P Casas, HR Fischer, S Suette, R Schatz
2013 IEEE International Conference on Communications Workshops (ICC), 733-737, 2013
Monitoring YouTube QoE: Is your mobile network delivering the right experience to your customers?
P Casas, R Schatz, T Hoßfeld
2013 IEEE Wireless Communications and Networking Conference (WCNC), 1609-1614, 2013
Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements
P Casas, S Vaton, L Fillatre, I Nikiforov
Computer Networks 54 (11), 1750-1766, 2010
Ensemble-learning approaches for network security and anomaly detection
J Vanerio, P Casas
Proceedings of the Workshop on Big Data Analytics and Machine Learning for …, 2017
Quantifying the impact of network bandwidth fluctuations and outages on Web QoE
A Sackl, P Casas, R Schatz, L Janowski, R Irmer
2015 Seventh International Workshop on Quality of Multimedia Experience …, 2015
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