Browsing Pham Ngoc Nam, PhD by Subject "machine learning approach"

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An LSTM-based Approach for Overall Quality Prediction in HTTP Adaptive Streaming

Nam, Pham Ngoc; Tran, T. T. Huyen; Nguyen, D. Duong; Truong, Cong Thang; Nguyen, V. Duc (2019-04)

HTTP Adaptive Streaming (HAS) has become a popular solution for multimedia delivery nowadays. In HAS, video quality is generally varying in each streaming session. Therefore, a key question in HTTP Adaptive Streaming is ...
Overall quality prediction for HTTP adaptive streaming using LSTM network

Pham, Ngoc Nam; Truong, Cong Thang; Tran, T. T. Huyen; Nguyen, V. Duc (2021-08)

HTTP Adaptive Streaming (HAS) has become a widely adopted method for delivering multimedia content. However, the variability in network bandwidth often results in fluctuating video quality during streaming, posing a ...