BONES, a client-side NES algorithm, jointly manages network and computational resources to maximize the quality of experience (QoE) for video streaming users. BONES provides provable near-optimal performance and exploits all available enhancement methods during inference, resulting in superior QoE improvement over existing methods.
Efficiently construct bitrate ladders using transfer learning and spatio-temporal features for optimal video quality.