3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.NI2020★ 1 cited
Edge Learning with Timeliness Constraints: Challenges and Solutions
Yuxuan Sun, Wenqi Shi, Xiufeng Huang +2
Future machine learning (ML) powered applications, such as autonomous driving and augmented reality, involve training and inference tasks with timeliness requirements and are commu…
cs.IT2020★ 3 cited
Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines
Xiufeng Huang, Sheng Zhou
Implementing machine learning algorithms on Internet of things (IoT) devices has become essential for emerging applications, such as autonomous driving, environment monitoring. But…