陈蒙

  职称：助理研究员

  研究方向：边缘计算卸载，深度强化学习，虚拟网络嵌入，微服务伸缩

  Email：chenmeng20@cqu.edu.cn

教育、工作经历：

2021-今 重庆大学 大数据与软件学院 助理研究员

2017-2020 华为公司 Cloud BU 高级工程师

2014 香港理工大学 访学 （合作导师：王丹 副教授）

2011-2017 清华大学 计算机系 网络技术研究所 博士（导师：徐明伟 教授）

2007-2011 北京师范大学 信息科学与技术学院 学士

科研项目：

教育部-中国高校产学研创新基金（阿里云高校数字化创新专项），基于混合云架构的教育科研算力平台研究与实践，2021.11.1-2023.3，已结题，主持。

发表的论文：

M. Chen, J. Hou, Y. Sheng, Y. Wu*, S. Wang, J. Lu, Q. Fan. “HA-D3QN: Embedding Virtual Private Cloud in Cloud Data Centers with Heuristic Assisted Deep Reinforcement Learning”, Future Generation Computer Systems, 148 (2023), pp. 1-14. (SCI一区, CCF-C, IF=7.307)

J. Hou, M. Chen*, H. Geng, R. Li, J. Lu. “GP-NFSP: Decentralized task offloading for mobile edge computing with independent reinforcement learning”, in Future Generation Computer Systems, 141 (2023), pp. 205-217. (SCI一区, CCF-C, IF=7.307)

骈纬国, 吴映波, 陈蒙, 蔡俊鹏. 一种基于时空动态图注意力网络的共享出行需求预测方法. 电子学报, 2022, 50(2): 432. (CCF-A中文)

J. Peng, Q. Li, X. Ma, Y. Jiang, Y. Dong, C. Hu, M. Chen. MagNet: Cooperative Edge Caching by Automatic Content Congregating. Proceedings of the ACM Web Conference. 2022: 3280-3288. (CCF-A)

M. Chen, M. Xu, Q. Li, and Y. Yang, “Measurement of Large-scale BGP Events: Definition, Detection, and Analysis”, in Computer Networks, 110 (2016), pp. 31-45. (SCI三区, CCF-B)

M. Chen, M. Xu, Y. Yang, and Q. Li, “A Measurement Study on the Distribution Disparity of BGP Instabilities”, in IEEE LCN 2016, pp 19-27. (CCF-C)

M. Chen, M. Xu, Q. Li, X. Song, and Y. Yang, “Detect and Analyze Large-scale BGP Events by Bi-clustering Update Visibility Matrix,” in IEEE IPCCC 2015, pp. 1–8. (CCF-C)

M. Chen, M. Xu, X. Song, and Y. Yang, “Towards Identifying Large-scale BGP Events,” in IEEE LCN 2015, pp. 165–168. (CCF-C)

陈蒙, 徐明伟, 林恒, 李清, 宋西瑞, “多维度测量IPv4/IPv6翻译器”, 小型微型计算机系统, 10 (2015), pp. 2390-2394. (CCF-B中文)

Y. Yang, M. XU, and M. Chen, "Towards two-dimensional measurement of highly active IP prefixes in BGP", in 2016 IEEE/IFIP Network Operations and Management Symposium, pp. 165-168.

Z. Feng, M. Xu, Y. Yang, Q. Li, Y. Wang, Q. Li, B. Ohlman, M. Chen, "Joint optimization of content replication and Traffic Engineering in ICN," 2015 IEEE 40th Conference on Local Computer Networks (LCN), 2015, pp. 55-63.

Q. Li, M. Xu, and M. Chen,"NSFIB construction & aggregation with next hop of strict partial order", IEEE INFOCOM 2013, pp. 550-554.

Q. Li, M. Xu, and M. Chen, "Next hop of strict partial order for NSFIB construction & aggregation", IEEE IWQoS 2012, pp. 1-3.

Zongyi Zhao, Qing Li, Mingwei Xu, Lei Wang, and Meng Chen, "Priority-based and Throughput-guaranteed Transport protocol for data center networks," ISCC 2016, pp. 1239-1244.

申请的专利：

陈蒙，卢建元，侯家鑫，吴映波，蔡俊鹏，吕彪，祝顺民，一种虚拟机网络部署方案的决策模型训练方法. 中国发明专利，专利申请号：202210302138.1

陈蒙，卢建元，侯家鑫，吕彪，祝顺民，一种微服务伸缩方法、系统、云服务器及存储介质. 中国发明专利，专利申请号：202210981482.8

范琪琳，史若涵，李秀华，付澍，陈蒙，王悦阳，刘奇峰，一种基于多智能体强化学习的边缘缓存替换方法. 中国发明专利，专利申请号：202210513240.6