ANT: Learning Accurate Network Throughput for Better Adaptive Video Streaming

no code implementations • 26 Apr 2021 • Jiaoyang Yin, Yiling Xu, Hao Chen, Yunfei Zhang, Steve Appleby, Zhan Ma

Adaptive Bit Rate (ABR) decision plays a crucial role for ensuring satisfactory Quality of Experience (QoE) in video streaming applications, in which past network statistics are mainly leveraged for future network bandwidth prediction.

Reinforcement Learning (RL)