2024
DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT.
ACM Trans. Intell. Syst. Technol., October, 2024
Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning.
IEEE Trans. Serv. Comput., 2024
Privacy-preserving model splitting and quality-aware device association for federated edge learning.
Softw. Pract. Exp., 2024
HASFL: Harnessing Heterogeneous Models Across Diverse Devices for Enhanced Federated Learning.
Proceedings of the 53rd International Conference on Parallel Processing, 2024
2023
Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
ROIAdaptor: Adaptive Task Offloading of ROI-Encoded Videos for Edge Video Analytics.
Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023
Joint Optimization of Task Offloading and Resource Allocation for Edge Video Analytics.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
Accelerate Multi-view Inference with End-edge Collaborative Computing.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
APFed: Attention-based Personalized Federated Learning in Model Heterogeneity Scenario.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023
2022
Resource management for meteorological service in cloud-edge computing: A survey.
Trans. Emerg. Telecommun. Technol., 2022
Enabling Latency-Sensitive DNN Inference via Joint Optimization of Model Surgery and Resource Allocation in Heterogeneous Edge.
Proceedings of the 51st International Conference on Parallel Processing, 2022
2020
A QoS-aware virtual machine scheduling method for energy conservation in cloud-based cyber-physical systems.
World Wide Web, 2020
Multi-Objective Data Placement for Workflow Management in Cloud Infrastructure Using NSGA-II.
IEEE Trans. Emerg. Top. Comput. Intell., 2020
Flexible automatic detection for security management of dispatching data network.
J. Cloud Comput., 2020
2019
ECPM: an energy-efficient cloudlet placement method in mobile cloud environment.
EURASIP J. Wirel. Commun. Netw., 2019
Multiobjective computation offloading for workflow management in cloudlet-based mobile cloud using NSGA-II.
Comput. Intell., 2019
A Multi-Objective Video Crowdsourcing Method in Mobile Environment.
IEEE Access, 2019
A Simulation Method of Three-Dimensional Cloud Based on WRF Data.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019
A QoS-Aware Workflow Scheduling Method for Cloudlet-Based Mobile Cloud Computing.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019
A Multi-Objective Crowdsourcing Method for Mobile Video Streaming.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019
An Anti-fraud Framework for Medical Insurance Based on Deep Learning.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019
2018
Dynamic Resource Allocation for Load Balancing in Fog Environment.
Wirel. Commun. Mob. Comput., 2018
An IoT-Oriented data placement method with privacy preservation in cloud environment.
J. Netw. Comput. Appl., 2018
Energy-Efficient Computation Offloading in Cloudlet-Based Mobile Cloud Using NSGA-II.
Proceedings of the Eleventh International Conference on Mobile Computing and Ubiquitous Network, 2018