·教育背景

2019年9月-至今              东南大学            信息与通信工程            博士
2017年9月-2019年9月    东南大学            物理电子学                    硕士 (硕博连读)
2012年9月-2016年6月    南京师范大学    电气工程及其自动化    学士
 

·学术成就

1. 发表论文：

以第一作者/第二作者身份共发表SCI期刊论文6篇

[1] J. Gu, M. Zhu, Y. Wang, X. Cai, Y. Cai, J. Zhang, M. Lei, B. Hua, P. Gu, and G. Zhao, "Resource-efficient and QoS guaranteed 5G RAN slice migration in elastic metro aggregation networks using heuristic-assisted deep reinforcement learning," in Journal of Optical Communications and Networking, vol. 15, no. 11, pp. 854-870, Nov. 2023.

[2] M. Zhu, J. Gu, T. Shen, C. Shi and X. Ren, "Energy-Efficient and QoS Guaranteed BBU Aggregation in CRAN Based on Heuristic-Assisted Deep Reinforcement Learning," in Journal of Lightwave Technology, vol. 40, no. 3, pp. 575-587, Feb., 2022.

[3] M. Zhu, J. Gu, T. Shen, J. Zhang and P. Gu, "Delay-aware and resource-efficient service function chain mapping in inter-datacenter elastic optical networks," in Journal of Optical Communications and Networking, vol. 14, no. 10, pp. 757-770, Oct. 2022.

[4] M. Zhu, J. Gu, B. Chen and P. Gu, "Dynamic Subcarrier Assignment in OFDMA-PONs Based on Deep Reinforcement Learning," in IEEE Photonics Journal, vol. 14, no. 2, pp. 1-11, April 2022, Art no. 8616011.

[5] M. Zhu, J. Gu, X. Zeng, C. Yan and P. Gu, "Delay-Aware Energy-Saving Strategies for BBU Pool in C-RAN: Modeling and Optimization," in IEEE Access, vol. 9, pp. 63257-63266, 2021.

[6] M. Zhu, J. Gu and G. Li, "PWC-PON: An Energy-Efficient Low-Latency DBA Scheme for Time Division Multiplexed Passive Optical Networks," in IEEE Access, vol. 8, pp. 206848-206865, 2020.

2. 会议和演讲：

共发表国际学术会议论文4篇（其中2篇OFC光通信国际顶级会议，1篇Globecom通信国际顶级会议）

[1] J. Gu, M. Zhu*, Y. Wang, L. Kong and R. Li, Y. Cai, J. Zhang and Y. Huang, “Adaptive Threshold-Triggered Heuristic-assisted Deep Reinforcement Learning for Energy-efficient and QoS-guaranteed 5G RAN Slice Migration”, IEEE Global Communications Conference (GLOBECOM), 2024.

[2] J. Gu, M, Zhu, Y. Wang, X. Cai, Y. Cai, J. Zhang, “Heuristic-assisted Deep Reinforcement Learning for Resource-efficient and QoS-guaranteed 5G RAN Slice Migration in Elastic Metro Aggregation Optical Networks,” Optical Fiber Communications Conference and Exhibition (OFC), Tu3D.1, 2023.

[3] J. Gu, M. Zhu, T. Shen, C. Shi, X. Ren, “Delay-aware and Resource-efficient VNF-Service Chain Deployment in Inter-Datacenter Elastic Optical Networks”, Optical Fiber Communications Conference and Exhibition (OFC), W1G.4, 2021.

[4] J. Gu, M. Zhu, B. Chen, T. Shen and X. Ren, "Baseband Unit Aggregation Based on Deep Reinforcement Learning in Cloud Radio Access Networks," 2019 18th International Conference on Optical Communications and Networks (ICOCN), Huangshan, China, pp. 1-3, 2019.

·荣誉与奖项

(1) “建行杯”第七届中国国际“互联网+”大学生创新创业大赛江苏省选拔赛产业命题赛道一等奖

(2) 东南大学二等奖学金（校级）