| Energy-aware virtual optical network embedding in sliceable-transponder-enabled elastic optical networks M Zhu, Q Sun, S Zhang, P Gao, B Chen, J Gu IEEE Access 7, 41897-41912, 2019 | 42 | 2019 |
| Fragmentation-aware VONE in elastic optical networks M Zhu, S Zhang, Q Sun, G Li, B Chen, J Gu Journal of Optical Communications and Networking 10 (9), 809-822, 2018 | 31 | 2018 |
| Deep reinforcement learning for provisioning virtualized network function in inter-datacenter elastic optical networks M Zhu, Q Chen, J Gu, P Gu IEEE Transactions on Network and Service Management 19 (3), 3341-3351, 2022 | 20 | 2022 |
| PWC-PON: an energy-efficient low-latency DBA scheme for time division multiplexed passive optical networks M Zhu, J Gu, G Li IEEE Access 8, 206848-206865, 2020 | 14 | 2020 |
| Delay-aware and resource-efficient service function chain mapping in inter-datacenter elastic optical networks M Zhu, J Gu, T Shen, J Zhang, P Gu Journal of Optical Communications and Networking 14 (10), 757-770, 2022 | 11 | 2022 |
| Energy-efficient and QoS guaranteed BBU aggregation in CRAN based on heuristic-assisted deep reinforcement learning M Zhu, J Gu, T Shen, C Shi, X Ren Journal of Lightwave Technology 40 (3), 575-587, 2021 | 11 | 2021 |
| Delay-aware energy-saving strategies for BBU pool in C-RAN: Modeling and optimization M Zhu, J Gu, X Zeng, C Yan, P Gu Ieee Access 9, 63257-63266, 2021 | 9 | 2021 |
| Baseband unit aggregation based on deep reinforcement learning in cloud radio access networks J Gu, M Zhu, B Chen, T Shen, X Ren 2019 18th International Conference on Optical Communications and Networks …, 2019 | 6 | 2019 |
| Resource-efficient and QoS guaranteed 5G RAN slice migration in elastic metro aggregation networks using heuristic-assisted deep reinforcement learning J Gu, M Zhu, Y Wang, X Cai, Y Cai, J Zhang, M Lei, B Hua, P Gu, G Zhao Journal of Optical Communications and Networking 15 (11), 854-870, 2023 | 5 | 2023 |
| DRL-assisted joint allocation of antenna, radio, and front-haul resources in TWDM-PON-based NG-RANs with mMIMO-enabled beamforming M Zhu, Y Wang, J Gu, X Cai, X Liu, W Tong, Y Cai, J Zhang Journal of Optical Communications and Networking 15 (5), 241-254, 2023 | 5 | 2023 |
| Dynamic subcarrier assignment in OFDMA-PONs based on deep reinforcement learning M Zhu, J Gu, B Chen, P Gu IEEE Photonics Journal 14 (2), 1-11, 2022 | 5 | 2022 |
| Nonlinear impairment-aware RMSA under the sliding scheduled traffic model for EONs based on deep reinforcement learning Y Zou, X Cai, M Zhu, J Gu, Y Wang, G Zhao, C Shi, J Zhang, Y Cai, M Lei Journal of Lightwave Technology, 2023 | 4 | 2023 |
| Integrated vone scheme over resource-virtualized elastic optical networks M Zhu, T Shen, Q Sun, B Chen, J Gu IEEE Access 7, 183892-183905, 2019 | 4 | 2019 |
| Pairwise-combination-based dba scheme for energy-efficient low-latency tdm-pons M Zhu, G Li, S Zhang, J Gu, B Chen, Q Sun 2018 10th International Conference on Advanced Infocomm Technology (ICAIT …, 2018 | 4 | 2018 |
| Dynamic RAN Slicing Mapping Under the Sliding Scheduled Traffic Model Based on Deep Reinforcement Learning in Elastic Optical Networks Y Wang, L Kong, M Zhu, J Gu, X Liu, W Tong, B Hua, M Lei, Y Cai, ... Journal of Lightwave Technology, 2023 | 3 | 2023 |
| DRL-assisted fine-grained function placement and routing of 5G RAN slice with reuse scheme in elastic optical networks Y Wang, M Zhu, X Cai, J Gu, X Liu, J Zhang ICC 2023-IEEE International Conference on Communications, 1958-1963, 2023 | 3 | 2023 |
| Heuristic-assisted deep reinforcement learning for resource-efficient and QOS-guaranteed 5G RAN slice migration in elastic metro aggregation optical networks J Gu, M Zhu, Y Wang, X Cai, Y Cai, J Zhang 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 3 | 2023 |
| Security-aware 5G RAN slice mapping with tiered isolation in physical-layer secured metro-aggregation elastic optical networks using heuristic-assisted DRL Y Wang, M Zhu, J Gu, X Liu, W Tong, B Hua, M Lei, Y Cai, J Zhang Journal of Optical Communications and Networking 15 (12), 969-984, 2023 | 2 | 2023 |
| A deep reinforcement learning policy for joint antenna selection and radio resource block allocation in a TWDM-PON based front-haul with massive MIMO Y Wang, M Zhu, J Gu, X Liu, W Tong, J Zhang 2022 Asia Communications and Photonics Conference (ACP), 1145-1150, 2022 | 2 | 2022 |
| Deep-reinforce-learning-assisted network orchestration for VNF-SC provisioning in inter-DC elastic optical networks Q Chen, M Zhu, T Shen, J Gu, C Yan, P Gu Asia Communications and Photonics Conference, M4A. 185, 2020 | 2 | 2020 |
