Demonstration of federated learning in a resource-constrained networked environment
- Dave Conway-Jones
- Tiffany Tuor
- et al.
- 2019
- SMARTCOMP 2019
Publications
55 results for Kin K. Leung
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN
- Ziyao Zhang
- Liang Ma
- et al.
- 2019
- ICC 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
Distributed Machine Learning in Coalition Environments: Overview of Techniques
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2018
- FUSION 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
Towards an architecture for policy-based management of software defined coalitions
- C. Williams
- E. Bertino
- et al.
- 2017
- SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017
Resource management in distributed SDN using reinforcement learning
- Liang Ma
- Ziyao Zhang
- et al.
- 2018
- SPIE Defense + Security 2018
Machine learning for dynamic resource allocation at network edge
- Bongjun Ko
- Kin K. Leung
- et al.
- 2018
- SPIE Defense + Security 2018