2 papers
cs.CV2026
GroupNL: Low-Resource and Robust CNN Design over Cloud and Device
Chuntao Ding, Jianhang Xie, Junna Zhang +3
Deploying Convolutional Neural Network (CNN) models on ubiquitous Internet of Things (IoT) devices in a cloud-assisted manner to provide users with a variety of high-quality servic…
cs.NI2025
A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing
Peiyan Yuan, Ming Li, Chenyang Wang +5
This study investigates the trade-off between system stability and offloading cost in collaborative edge computing. While collaborative offloading among multiple edge servers enhan…