Computer Networks: AI for Networking - chenyang03/Reading GitHub Wiki

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  • {Mazhar18} Hammad Mazhar, Zubair Shafiq. Real-time Video Quality of Experience Monitoringfor HTTPS and QUIC. Proc. of IEEE INFOCOM, 2018. PDF implement a supervised machine learning based approach to infer QoE metrics such as startup delay, rebuffering events, and video quality in real-time for encrypted video streams
  • {Su19} Ya Su, Youjian Zhao, Chenhao Niu, Rong Liu, Wei Sun, and Dan Pei. Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network. Proc. of KDD, 2019.
  • {Nie19} Xiaohui Nie, Youjian Zhao, Zhihan Li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei. Dynamic TCP Initial Windows and Congestion Control Schemes Through Reinforcement Learning. IEEE J. Sel. Areas Commun., 2019, 37(6):1231-1247.