21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.NI2024
Loss-tolerant neural video codec aware congestion control for real time video communication
Zhengxu Xia, Hanchen Li, Junchen Jiang
Because of reinforcement learning's (RL) ability to automatically create more adaptive controlling logics beyond the hand-crafted heuristics, numerous effort has been made to apply…
cs.DC2020★ 21 cited
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan +6
Video analytics applications use edge compute servers for the analytics of the videos (for bandwidth and privacy). Compressed models that are deployed on the edge servers for infer…