General

Jingguo Ge is currently a professor of Institute of Information Engineering, Chinese Academy of Sciences(CAS), and also a professor of School of Cyber SecurityUniversity of Chinese Academy of Sciences.

Research Areas

His research focuses on Future Network Architecture, 5G/6G, Software-defined networking (SDN), Network function virtualization(NFV), AI and Machine Learning for Network and Security Management.

Education

He received his Ph.D. degree in Computer System Architecture from the Institute of Computing Technology of Chinese Academy of Sciences in 2003.

Experience

Since 2003, he has been with the Computer Network Information Center, Chinese Academy of Sciences (CNIC,CAS), where he was an Assistant Professor, became an Associate Professor in 2008, and a Professor in 2014. He was the deputy director of China Science and Technology Network (CSTNET), the basic network infrastructure for the Chinese Academy of Sciences since 2008. He was responsible for the R&D and security department of CSTNET, where he manages a group of technical staff specializing in network management and security services and technologies. He has been the project leader of several national level research programs. As one of major contributors, he led the project Hierarchically Switched Network (HSNET), which introduces the hierarchy into the network topology and address to meet the requirements of high performance, scalability and manageability. He has worked on the project of Leading Edge Innovative ICT, which builds Future Internet Testbed based on Function Virtualization and Software Defined Network to improve new Internet Architecture, new techniques of Internet of things and Social media network.

He was a member of editorial board of the Journal of Software, the Journal of Network New Media and the Journal of E-science Technology & Application. He was the guest editor of the special issueBig Data Technologies and Applicationswith Wireless Networks journal, the special issue “High-Performance Computing for Big Data Processing” with Future Generation Computer Systems. He was a member of technical program chair of CANS 2006, BDTA 2018.

Publications

   
Papers

1 Automatic Virtual Network Embedding: A Deep Reinforcement Learning Approach with Graph Convolutional Networks, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2020
2 Encrypted traffic classification based on Gaussian mixture models and Hidden Markov Models, Journal of Network and Computer Applications, 20203 An Invisible Flow Watermarking for Traffic Tracking: A Hidden Markov Model Approach, ICC2019, 2019
4 Automatic Virtual Network Embedding Based on Deep Reinforcement Learning and Graph Convolutional Network, HPCC2019, 2019

5 APCN: A Scalable Architecture for Balancing Accountability and Privacy in Large-scale Content-based Networks, Information Sciences, 2019
6 Meek-based Tor Traffic Identification with Hidden Markov Model, The 20th IEEE International Conference on High Performance Computing and Communications (HPCC-2018), 2018
7 An Architecture for Accountable Anonymous Access in the Internet-of-Things Network, IEEE Access, 2018
8 Encryted Traffic Classfication with a Convolutional Long Short-Term Memory Neural Network, The 20th IEEE International Conference on High Performance Computing and Communications (HPCC-2018), 2018
9 A New Architecture for Anonymous Use of Services in Distributed Computing Networks, IEEE ISPA 2017, 2017

10 A kernel-space POF virtual switch, Computers & Electrical Engineering, 2016
11 Performance improvement for source mobility in named data networking based on global–local FIB updates, Peer-to-Peer Networking and Applications, 2015
12 H-SOFT: A Heuristic Storage Space Optimization Algorithm for Flow Table of OpenFlow, Concurrency and Computation: Practice and Experience, 2015

13 An Operational Mobility Model over IPv6: Design, Modeling and Evaluation, International Journal of Communication Systems, 2014

14 Performance Analysis of A Hierarchical Switched Network Architecture, International Journal of Autonomous and Adaptive Communications Systems, 2014
15An inter-domain load balancing mechanism and performance evaluation, 2005 International conference on Communications, Circuits and Systems Proceedings, Volume I Communication Theory and Systems, 2005

16Implementation of Expedited Forwarding Using Dynamic Hop Counts Based Absolute Priority Scheduling, International Conference on Communication Technology 2003, 2003

17Architecture of Hierarchically Switched Network, Tsinghua University PressNov. 2008
18Accountability and Privacy in Network Security, Springer Singapore, June 2020

19Requirements and capabilities of name mapping and resolution for information-centric networking in IMT-2020: Recommendation ITU-T Y.3072,2019

20Proof-of-concept for data service using information centric networking in IMT-2020ITU T Y-series Recommendations – Supplement 482019

Students

已指导学生

张晨  硕士研究生  081202-计算机软件与理论  

崔大凯  硕士研究生  081202-计算机软件与理论  

申罕骥  硕士研究生  430112-计算机技术  

杜川  硕士研究生  430112-计算机技术  

陈智  硕士研究生  081203-计算机应用技术  

刘总真  硕士研究生  085211-计算机技术  

王绍节  硕士研究生  085211-计算机技术  

赵方垒  硕士研究生  430112-计算机技术  

邢容  硕士研究生  430112-计算机技术  

李强  硕士研究生  085211-计算机技术  

刘正印  硕士研究生  081201-计算机系统结构  

李肖肖  硕士研究生  081201-计算机系统结构  

鉴林杰  硕士研究生  085211-计算机技术  

姚忠将  博士研究生  081201-计算机系统结构  

林国誌  博士研究生  081201-计算机系统结构  

邹壮  硕士研究生  081201-计算机系统结构  

闫仲夏  硕士研究生  081201-计算机系统结构  

刘腾宇  硕士研究生  083900-网络空间安全  

林德明  硕士研究生  085211-计算机技术  

郭威  硕士研究生  083900-网络空间安全  

现指导学生

文继飞  博士研究生  083900-网络空间安全  

张哲远  博士研究生  083900-网络空间安全  

刘总真  博士研究生  081202-计算机软件与理论  

阳修康  博士研究生  083900-网络空间安全  

丁帅  博士研究生  083900-网络空间安全  

徐英瑞  博士研究生  081201-计算机系统结构  

张磊  博士研究生  081201-计算机系统结构  

许逸飞  博士研究生  083900-网络空间安全  

吴洋  博士研究生  083900-网络空间安全  

李威  博士研究生  083900-网络空间安全  

陈子悦  硕士研究生  085412-网络与信息安全  

吕权丰  博士研究生  083900-网络空间安全  

吕光旭  博士研究生  083900-网络空间安全  

胡蝶  硕士研究生  081202-计算机软件与理论  

孔贺  博士研究生  083900-网络空间安全  

程乐凡  硕士研究生  083900-网络空间安全