A Survey on Federated Learning for Resource-Constrained IoT Devices
- Ahmed Imteaj
- Urmish Thakker
- et al.
- 2021
- IEEE IoT Journal
Publications
99 results for Shiqiang Wang
Cost-Effective Federated Learning in Mobile Edge Networks
- Bing Luo
- Xiang Li
- et al.
- 2021
- IEEE J-SAC
Cost-effective federated learning design
- Bing Luo
- Xiang Li
- et al.
- 2021
- INFOCOM 2021
Service placement and request scheduling for data-intensive applications in edge clouds
- Vajiheh Farhadi
- Fidan Mehmeti
- et al.
- 2021
- IEEE/ACM TON
Adaptive gradient sparsification for efficient federated learning: An online learning approach
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- ICDCS 2020
Communication-efficient k-means for Edge-based machine learning
- Hanlin Lu
- Ting He
- et al.
- 2020
- ICDCS 2020
Robust Coreset Construction for Distributed Machine Learning
- Hanlin Lu
- Ming Ju Li
- et al.
- 2020
- IEEE J-SAC
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations
- Yilei Lin
- Ting He
- et al.
- 2020
- IEEE/ACM TON
Waypoint-based Topology Inference
- Yilei Lin
- Ting He
- et al.
- 2020
- ICC 2020
Joint Coreset Construction and Quantization for Distributed Machine Learning
- Hanlin Lu
- Changchang Liu
- et al.
- 2020
- Networking 2020