AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel
TrainingIEEE Transactions on Mobile Computing (IEEE TMC), 2023 |
An Overview on Generative AI at Scale with Edge-Cloud ComputingIEEE Open Journal of the Communications Society (JOCS), 2023 |
Hierarchical Training of Deep Neural Networks Using Early ExitingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
DynaComm: Accelerating Distributed CNN Training between Edges and Clouds
through Dynamic Communication SchedulingIEEE Journal on Selected Areas in Communications (JSAC), 2021 |
When Deep Reinforcement Learning Meets Federated Learning: Intelligent
Multi-Timescale Resource Management for Multi-access Edge Computing in 5G
Ultra Dense NetworkIEEE Internet of Things Journal (IEEE IoT J.), 2020 |