| CFR-RL: Traffic engineering with reinforcement learning in SDN J Zhang, M Ye, Z Guo, CY Yen, HJ Chao IEEE Journal on Selected Areas in Communications 38 (10), 2249-2259, 2020 | 222 | 2020 |
| Ddos attacks detection with autoencoder K Yang, J Zhang, Y Xu, J Chao NOMS 2020-2020 IEEE/IFIP network operations and management symposium, 1-9, 2020 | 90 | 2020 |
| Load balancing for multiple traffic matrices using SDN hybrid routing J Zhang, K Xi, M Luo, HJ Chao 2014 IEEE 15th International Conference on High Performance Switching and …, 2014 | 82 | 2014 |
| JumpFlow: Reducing flow table usage in software-defined networks Z Guo, Y Xu, M Cello, J Zhang, Z Wang, M Liu, HJ Chao Computer Networks 92, 300-315, 2015 | 77 | 2015 |
| Optimizing network performance using weighted multipath routing J Zhang, K Xi, L Zhang, HJ Chao 2012 21st International Conference on Computer Communications and Networks …, 2012 | 74 | 2012 |
| Hope: Hotspot congestion control for clos network on chip N Alfaraj, J Zhang, Y Xu, HJ Chao Proceedings of the Fifth ACM/IEEE International Symposium on Networks-on …, 2011 | 55 | 2011 |
| Load balancing in IP networks using generalized destination-based multipath routing J Zhang, K Xi, HJ Chao IEEE/ACM Transactions on Networking 23 (6), 1959-1969, 2014 | 43 | 2014 |
| Date: Disturbance-aware traffic engineering with reinforcement learning in software-defined networks M Ye, J Zhang, Z Guo, HJ Chao 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 1-10, 2021 | 34 | 2021 |
| Mitigating routing update overhead for traffic engineering by combining destination-based routing with reinforcement learning M Ye, Y Hu, J Zhang, Z Guo, HJ Chao IEEE Journal on Selected Areas in Communications 40 (9), 2662-2677, 2022 | 31 | 2022 |
| Federated Traffic Engineering with Supervised Learning in Multi-region Networks M Ye, J Zhang, Z Guo, HJ Chao The 29th IEEE International Conference on Network Protocols (ICNP 2021), 2021 | 30 | 2021 |
| Dynamic hybrid routing: Achieve load balancing for changing traffic demands J Zhang, K Xi, M Luo, HJ Chao 2014 IEEE 22nd International Symposium of Quality of Service (IWQoS), 105-110, 2014 | 28 | 2014 |
| FlexDATE: Flexible and disturbance-aware traffic engineering with reinforcement learning in software-defined networks M Ye, J Zhang, Z Guo, HJ Chao IEEE/ACM Transactions on Networking 31 (4), 1433-1448, 2022 | 26 | 2022 |
| LARRI: Learning-based adaptive range routing for highly dynamic traffic in WANs M Ye, J Zhang, Z Guo, HJ Chao IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 16 | 2023 |
| SmartEntry: Mitigating routing update overhead with reinforcement learning for traffic engineering J Zhang, Z Guo, M Ye, HJ Chao Proceedings of the Workshop on Network Meets AI & ML, 1-7, 2020 | 16 | 2020 |
| ABS: Adaptive buffer sizing via augmented programmability with machine learning J Tang, S Liu, Y Xu, Z Guo, J Zhang, P Gao, Y Chen, X Wang, HJ Chao IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 2038-2047, 2022 | 15 | 2022 |
| Prophet: Traffic engineering-centric traffic matrix prediction Y Zhang, N Han, T Zhu, J Zhang, M Ye, S Dou, Z Guo IEEE/ACM Transactions on Networking 32 (1), 822-832, 2023 | 10 | 2023 |
| Reinforcement learning-based traffic engineering for QoS provisioning and load balancing M Ye, Y Hu, J Zhang, Z Guo, HJ Chao 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023 | 9 | 2023 |
| Apparatus for hybrid routing in SDN networks to avoid congestion and achieve good load balancing under fluctuating traffic load M Luo, HJ Chao, W Chou, J Zhang, K Xi US Patent 9,503,374, 2016 | 9 | 2016 |
| Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised Learning M Ye, J Zhang, Z Guo, HJ Chao 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-11, 2023 | 8 | 2023 |
| Path-Based Graph Neural Network for Robust and Resilient Routing in Distributed Traffic Engineering M Ye, J Zhang, Z Guo, HJ Chao IEEE Journal on Selected Areas in Communications, 2025 | 6 | 2025 |
H. Jonathan ChaoProfessor of ECE, New York UniversityVerified email at nyu.edu
