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Pedro Casas
Pedro Casas
Senior Scientist, Data Science & AI @AIT Vienna
Adresă de e-mail confirmată pe ait.ac.at - Pagina de pornire
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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
3032012
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
1292013
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
1252015
A survey on big data for network traffic monitoring and analysis
A D’Alconzo, I Drago, A Morichetta, M Mellia, P Casas
IEEE Transactions on Network and Service Management 16 (3), 800-813, 2019
1232019
Quality of experience in cloud services: Survey and measurements
P Casas, R Schatz
Computer Networks 68, 149-165, 2014
1202014
Passive youtube QoE monitoring for ISPs
R Schatz, T Hoßfeld, P Casas
2012 Sixth International Conference on Innovative Mobile and Internet …, 2012
1122012
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
982017
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
942017
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
882016
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
872014
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
862016
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
752014
Deepmal-deep learning models for malware traffic detection and classification
G Marín, P Caasas, G Capdehourat
Data Science–Analytics and Applications: Proceedings of the 3rd …, 2021
652021
YouTube & Facebook Quality of Experience in mobile broadband networks
P Casas, A Sackl, S Egger, R Schatz
2012 IEEE Globecom Workshops, 1269-1274, 2012
622012
Unada: Unsupervised network anomaly detection using sub-space outliers ranking
P Casas, J Mazel, P Owezarski
NETWORKING 2011: 10th International IFIP TC 6 Networking Conference …, 2011
612011
EXPLAIN-IT: Towards explainable AI for unsupervised network traffic analysis
A Morichetta, P Casas, M Mellia
Proceedings of the 3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and …, 2019
562019
Stream-based machine learning for real-time QoE analysis of encrypted video streaming traffic
M Seufert, P Casas, N Wehner, L Gang, K Li
2019 22nd Conference on innovation in clouds, internet and networks and …, 2019
562019
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
562014
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
562013
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
552013
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