DRL-R: Deep reinforcement learning approach for intelligent routing in software-defined data-center networks W Liu, J Cai, QC Chen, Y Wang Journal of Network and Computer Applications 177, 102865, 2021 | 91 | 2021 |
APPM: adaptive parallel processing mechanism for service function chains J Cai, Z Huang, L Liao, J Luo, WX Liu IEEE Transactions on Network and Service Management 18 (2), 1540-1555, 2021 | 61 | 2021 |
Enhancing network capacity by weakening community structure in scale-free network J Cai, Y Wang, Y Liu, JZ Luo, W Wei, X Xu Future Generation Computer Systems 87, 765-771, 2018 | 57 | 2018 |
On the effective parallelization and near-optimal deployment of service function chains J Luo, J Li, L Jiao, J Cai IEEE Transactions on Parallel and Distributed Systems 32 (5), 1238-1255, 2020 | 43 | 2020 |
Deep reinforcement learning‐based multitask hybrid computing offloading for multiaccess edge computing J Cai, H Fu, Y Liu International Journal of Intelligent Systems 37 (9), 6221-6243, 2022 | 33 | 2022 |
Composing and deploying parallelized service function chains J Cai, Z Huang, J Luo, Y Liu, H Zhao, L Liao Journal of Network and Computer Applications 163, 102637, 2020 | 31 | 2020 |
Multitask multiobjective deep reinforcement learning-based computation offloading method for industrial Internet of Things J Cai, H Fu, Y Liu IEEE Internet of Things Journal 10 (2), 1848-1859, 2022 | 24 | 2022 |
DRL-PLink: Deep reinforcement learning with private link approach for mix-flow scheduling in software-defined data-center networks WX Liu, J Lu, J Cai, Y Zhu, S Ling, Q Chen IEEE Transactions on Network and Service Management 19 (2), 1049-1064, 2021 | 21 | 2021 |
SARM: service function chain active reconfiguration mechanism based on load and demand prediction J Cai, K Qian, J Luo, K Zhu International Journal of Intelligent Systems 37 (9), 6388-6414, 2022 | 20 | 2022 |
Capbad: Content-agnostic, payload-based anomaly detector for industrial control protocols J Cai, Q Wang, J Luo, Y Liu, L Liao IEEE Internet of Things Journal 9 (14), 12542-12554, 2021 | 19 | 2021 |
Deep reinforcement learning for reactive content caching with predicted content popularity in three-tier wireless networks Y Liu, J Jia, J Cai, T Huang IEEE Transactions on Network and Service Management 20 (1), 486-501, 2022 | 15 | 2022 |
Network coding-based socially-aware caching strategy in D2D J Cai, X Wu, Y Liu, J Luo, L Liao IEEE Access 8, 12784-12795, 2020 | 13 | 2020 |
An adaptive gradient-descent-based neural networks for the on-line solution of linear time variant equations and its applications J Cai, C Yi Information Sciences 622, 34-45, 2023 | 8 | 2023 |
Seminer: Side-information-based semantics miner for proprietary industrial control protocols J Cai, W Zhong, J Luo IEEE Internet of Things Journal 9 (22), 22796-22810, 2022 | 5 | 2022 |
Zeroing neural networks combined with gradient for solving time-varying linear matrix equations in finite time with noise resistance J Cai, W Dai, J Chen, C Yi Mathematics 10 (24), 4828, 2022 | 3 | 2022 |