Multi-policy reinforcement learning for network resource allocation with periodic behaviors
- Zheyu Chen
- Kin K. Leung
- et al.
- 2025
- Computer Networks
Paper
Publications
56 results for Kin K. Leung
Use Coupled LSTM Networks to Solve Constrained Optimization Problems
- Zheyu Chen
- Kin K. Leung
- et al.
- 2023
- IEEE TCCN
PaperMore Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN
- Ziyao Zhang
- Liang Ma
- et al.
- 2021
- IEEE/ACM TON
PaperAdaptive gradient sparsification for efficient federated learning: An online learning approach
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- ICDCS 2020
Conference paperCapacity Analysis of Distributed Computing Systems with Multiple Resource Types
- Pengchao Han
- Shiqiang Wang
- et al.
- 2020
- WCNC 2020
Conference paperMACS: Deep reinforcement learning based SDN controller synchronization policy design
- Ziyao Zhang
- Liang Ma
- et al.
- 2019
- ICNP 2019
Conference paperExact Incremental and Decremental Learning for LS-SVM
- Wei-Han Lee
- Bongjun Ko
- et al.
- 2019
- ICIP 2019
Conference paperHow advantageous is it? An analytical study of controller-assisted path construction in distributed SDN
- Ziyao Zhang
- Liang Ma
- et al.
- 2019
- IEEE/ACM TON
PaperOnline collection and forecasting of resource utilization in large-scale distributed systems
- Tiffany Tuor
- Shiqiang Wang
- et al.
- 2019
- ICDCS 2019
Conference paperDynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process
- Shiqiang Wang
- Rahul Urgaonkar
- et al.
- 2019
- IEEE/ACM TON
Paper