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Improving web QoE monitoring for encrypted network traffic through time series modeling

N. Wehner, M. Seufert, J. Schüler, S. Wassermann, P. Casas, и T. Hossfeld. 2nd Workshop on AI in Networks and Distributed Systems (WAIN), (2020)

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Nabil Sarah

Eberhard Wassermann

Günter Wassermann

Gisela Waßermann

Bernd Wassermann

Другие публикации лиц с тем же именем

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, и M. Mellia. IEEE Communications Magazine, 54 (3): 71-79 (2016)Let me Decrypt your Beauty: Real-time Prediction of Video Resolution and Bitrate for Encrypted Video StreamingS. Wassermann, M. Seufert, P. Casas, G. Li, и L. Kuang. (июня 2019)Let me Decrypt your Beauty: Real-time Prediction of Video Resolution and Bitrate for Encrypted Video Streaming.S. Wassermann, M. Seufert, P. Casas, L. Gang, и K. Li. TMA, стр. 199-200. IEEE, (2019)ADAM & RAL: Adaptive Memory Learning and Reinforcement Active Learning for Network Monitoring.S. Wassermann, T. Cuvelier, P. Mulinka, и P. Casas. CNSM, стр. 1-9. IEEE, (2019)Considering User Behavior in the Quality of Experience Cycle: Towards Proactive QoE-aware Traffic ManagementM. Seufert, S. Wassermann, и P. Casas. IEEE Communications Letters, 23 (7): 1145-1148 (июля 2019)Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones.S. Wassermann, N. Wehner, и P. Casas. SIGMETRICS Perform. Evaluation Rev., 46 (3): 155-158 (2018)Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic.S. Wassermann, P. Casas, Z. Ben-Houidi, A. Huet, M. Seufert, N. Wehner, J. Schüler, S. Cai, H. Shi, J. Xu и 2 other автор(ы). CNSM, стр. 1-9. IEEE, (2020)Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning.P. Casas, S. Wassermann, N. Wehner, M. Seufert, J. Schüler, и T. Hossfeld. WMNC, стр. 40-47. IEEE, (2021)RAL: reinforcement active learning for network traffic monitoring and analysis.S. Wassermann, T. Cuvelier, и P. Casas. SIGCOMM Posters and Demos, стр. 55-56. ACM, (2020)NETPerfTrace: Predicting Internet Path Dynamics and Performance with Machine Learning.S. Wassermann, P. Casas, T. Cuvelier, и B. Donnet. Big-DAMA@SIGCOMM, стр. 31-36. ACM, (2017)

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