Adaptive gradient sparsification for efficient federated learning: An online learning approach
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- ICDCS 2020
Publications
Date
Featured collections
Popular topics
55 results for Kin K. Leung
Online collection and forecasting of resource utilization in large-scale distributed systems
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2019
- ICDCS 2019
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures
- Konstantinos Poularakis
- Qiaofeng Qin
- et al.
- 2019
- INFOCOM 2019
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning
- Shiqiang Wang
- Tiffany Tuor
- et al.
- 2018
- INFOCOM 2018
Q-Placement: Reinforcement-learning-based service placement in software-defined networks
- Ziyao Zhang
- Liang Ma
- et al.
- 2018
- ICDCS 2018
Demo abstract: Distributed machine learning at resource-limited edge nodes
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2018
- INFOCOM 2018
Robust monitor placement for network tomography in dynamic networks
- Ting He
- Liang Ma
- et al.
- 2016
- INFOCOM 2016
Monitor placement for maximal identifiability in network tomography
- Liang Ma
- Ting He
- et al.
- 2014
- INFOCOM 2014
Efficient identification of additive link metrics via network tomography
- Liang Ma
- Ting He
- et al.
- 2013
- ICDCS 2013
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- WCNC 2020