Xiaowei Qin

Video Quality Assessment for Encrypted HTTP Adaptive Streaming: Attention-based Hybrid RNN-HMM Model

End-to-end encryption challenges mobile network operators to assess the quality of the HTTP Adaptive Streaming (HAS), where the quality assessment is coarse-grained, e.g., detecting if there exist stalling during the whole playback. Targeting on this issue, this paper proposes an attention-based hyb…