[1]
Han Zhang, Haijun Geng, Yahui Li et al., "DA&FD–Deadline-Aware and Flow
Duration-Based Rate Control for Mixed Flows in DCNs," in IEEE/ACM Transactions on Networking, vol. 27,
no. 6, pp. 2458-2471, Dec. 2019.
[
PDF]
[2] Yingya Guo, Zhiliang Wang*,
Han Zhang, Xia Yin, Xingang Shi, Jianping Wu,
"Joint optimization of tasks placement and routing to minimize Coflow Completion Time", Journal of Network and Computer Applications, Volume 135, 1
June 2019.
[
PDF]
[3] Yahui Li, Zhiliang Wang*, Jiangyuan Yao, Xia Yin, Xingang Shi, Jianping Wu,
Han
Zhang, "MSAID: Automated detection of interference in multiple SDN applications", Computer
Networks, Volume 153, 22 April 2019.
[
PDF]
[4] Zhiliang Wang,
Han Zhang*, Xingang Shi et al, "Efficient Scheduling of
Weighted Coflows in Data Centers," in IEEE Transactions on Parallel and Distributed Systems, vol. 30,
no. 9, pp. 2003-2017, 1 Sept. 2019.
[
PDF]
[5] Yahui Li, Xia Yin, Zhiliang Wang*, Jiangyuan Yang, Xingang Shi, Jianping Wu,
Han
Zhang et al, "A Survey on Network Verification and Testing With Formal Methods: Approaches and
Challenges," in IEEE Communications Surveys & Tutorials, vol. 21, no. 1, pp. 940-969, Firstquarter 2019.
[
PDF]
2018 and before
[1] Zhifeng Liu, Xia Yin,Zhiliang Wang,Xingang Shi,Yiqiang Hua,
Xiaohong Huang,Liang Wei,Jiangyuan Yao,
Han Zhang, Man Zeng,Zijun Su,Shuai Liu. Design and construction of hierarchical
and cross-regional SDN verification and demonstration system[J]. Telecommunications Science, 2018.
[
PDF]
[2]
Han Zhang, Xingang Shi, Yingya Guo, Haijun Geng, Zhiliang Wang and Xia Yin, "Joint source selection and transfer
optimization for erasure coding storage system," 2017 IEEE 36th International Performance Computing and Communications Conference (IPCCC), San Diego, CA, USA, 2017
[
PDF]
[3]
Han Zhang, Xingang Shi*, Xia Yin and Zhiliang Wang, "Yosemite: Efficient scheduling of weighted coflows
in data centers," 2017 IEEE 25th International Conference on Network Protocols (ICNP), Toronto, ON, Canada, 2017.
[
PDF]
[4]
Han Zhang, Xingang Shi, Xia Yin, Zhiliang Wang and Yingya Guo, "FDRC - Flow duration time based rate control
in data center networks," 2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS), Beijing, China, 2016
[
PDF]
[5] Zongyi Zhao, Qi Li, Mingwei Xu, Xingang Shi and
Han Zhang, "Reduce completion time and guarantee throughput by transport with slight congestion," 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, 2016.
[
PDF]
[6] Xiao Ma, Chuang Lin,
Han Zhang*, Jianwei Liu. "Energy-Aware Computation
Offloading of IoT Sensors in Cloudlet-Based Mobile Edge Computing". Sensors (Basel). 2018.
[
PDF]
[7] M. Gharaibeh,
Han Zhang, C. Papadopoulos and J. Heidemann, "Assessing co-locality of IP blocks," 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), San Francisco, CA, 2016
[
PDF]
[8] Yingya Guo, Zhiliang Wang, Xia Yin, Xingang Shi, Jianping Wu and
Han Zhang, "Incremental deployment for traffic engineering in hybrid SDN network," 2015 IEEE 34th International Performance Computing and Communications Conference (IPCCC), Nanjing, China.
[
PDF]
[9] Haijun Geng, Xingang Shi, Xia Yin, Zhiliang Wang and
Han Zhang, "Algebra and algorithms for efficient and correct multipath QoS routing in link state networks," 2015 IEEE 23rd International Symposium on Quality of Service (IWQoS), Portland, OR, USA, 2015.
[
PDF]
[10] Haijun Geng, Xia Shi, Xia Yin, Zhiliang Wang and
Han Zhang, "An efficient link protection scheme for link-state routing networks," 2015 IEEE International Conference on Communications (ICC), London, UK, 2015.
[
PDF]
[11]
Han Zhang, Xingang Shi, Xia Yin, Fengyuan Ren and Zhiliang Wang, "More load, more differentiation — A design principle for deadline-aware congestion control," 2015 IEEE Conference on Computer Communications (INFOCOM), Hong Kong, China.
[
PDF]
[12]
Han Zhang and C. Papadopoulos, "BotTalker: Generating encrypted, customizable C&C traces," 2015 IEEE International Symposium on Technologies for Homeland Security (HST), Waltham, MA, USA, 2015.
[
PDF]
[13] Haijun Geng, Xia Shi, Xingang Yin, Zhiliang Wang,
Han Zhang and Jiangyuan Yao, "A hybrid link protection scheme for link-state routing networks,"
2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC), Austin, TX, USA, 2014.
[
PDF]
[14] Haijun Geng, Xingang Shi, Xia Yin, Zhiliang Wang,
Han Zhang and Jiangyuan Yao, "Let more nodes have a second choice," 2014 IEEE 33rd International Performance Computing and Communications Conference (IPCCC), Austin, TX, USA, 2014
[
PDF]
[15]
Han Zhang, Xingang Shi*, Yingya Guo, Zhiliang Wang, and Xia Yin. 2017. More load, more differentiation
Let more flows finish before deadline in data center networks. Comput. Netw. 127, C (November 2017).
[
PDF]
Patents
网络可观测性(Network Observability)
[1] 张晗,钱林强,李卓,刘雪枫. 基于频域增强与单类自适应学习的加密流量异常检测技术: 中国, 2025108823700.
[2] 张晗,武志衡,耿彦涛. 一种基于内核态与用户态双路径协议特征解析的分布式请求追踪方法: 中国, 2025108823700.
[3] 张晗,武志衡,耿彦涛. 一种基于本地异常感知的元数据驱动型分布式请求追踪方法: 中国, 2025108823700.
[4] 张晗,李卓,武志衡,钱林强. 一种基于多层协议解析和智能分析的网络流量处理系统: 中国, 2025108823700.
[5] 张晗,李卓,钱林强,刘雪枫. 面向软件定义广域网的基于AE-DQN的双阶段自适应异常流量检测系统: 中国, 2025108823700.
[6] 张晗,张天宇. 一种深度学习恶意流量检测的预训练数据源审计方法: 中国, 2025108823700.
[7] 张晗,张天宇. 基于适应性分割熵的网络在线异常检测方法: 中国, 2025108823700.
[8] 张晗,张天宇. 基于频域增强与单类自适应学习的加密流量异常检测技术: 中国, 2025108823700.
[9] 张晗,钱林强,李卓. 基于可编程交换机的高速加密流量双平面特征提取技术: 中国, 2025108823700.
[10] 张晗,张天宇,李亚慧,施新刚,尹霞. 一种安全检测方法、装置、存储介质和计算机设备: 中国, 2025111146170.
[11] 张晗,耿彦涛,武志衡. 微服务的追踪方法、装置、设备及存储介质: 中国, 2025108823700.
[12] 张晗,耿彦涛,李卓,王继龙,李亚慧,尹霞. 异常流量的检测方法、装置和可编程交换机: 中国, 2025102455616.
[13] 张晗,沈俊贤,王继龙,李亚慧,张千里. 在线微服务应用的监控方法、系统、设备、产品及介质: 中国, 2025111339614.
[14] 张晗,李嘉睿,王继龙,尹霞,施新刚,安常青. 流量入侵检测方法、装置、设备、存储介质和程序产品: 中国, 2022113527830.
[15] 张晗,肖泽基,王继龙,李亚慧. 网络流量包头轨迹合成方法、装置、服务器及存储介质: 中国, 2025106930591.
[16] 张晗,赵铠阳,施新刚,尹霞,吴建平. 服务等级目标违规诊断方法、装置、设备及介质: 中国, 2025106249196.
[17] 张晗,汤之韫,李亚慧. 网络中链路可用性评估方法和装置、电子设备与存储介质: 中国, 2025101834526.
[18] 张晗,耿彦涛,施新刚,王继龙,尹霞. 基于远程带内遥测和时延的流量调度方法和装置: 中国, 2023103185259.
[19] 张晗,尹霞,施新刚,王继龙,王之梁. 在线检测网络流量的方法及系统: 中国, 2021112448521.
[20] 张晗,洪安伦,王继龙,李亚慧,安常青,王明,何俊. 基于主动时延探测的IP地理定位方法及装置: 中国, 2023104047646.
[21] 王之梁,韩东岐,陈闻起,钟莹,王苏,张晗,杨家海,施新刚,尹霞. 在线反馈的知识蒸馏方法和装置: 中国, 2021110457920.
[22] 王之梁,韩东岐,陈闻起,钟莹,王苏,张晗,杨家海,施新刚,尹霞. 面向网络安全异常检测中深度学习模型的解释方法: 中国, 2021110322092.
[23] 王之梁,韩东岐,金明辉,陈闻起,王凯,蔚睿,王苏,张晗,杨家海,施新刚,尹霞,肖飞,王治华,高峰. 一种网络安全异常检测中深度学习模型的更新方法与装置: 中国, 2022116066959.
[24] 王继龙,李嘉睿,张晗,安常青. 基于网络空间地图的网络异常检测方法及装置: 中国, 2022103140380.
[25] 施新刚,赵宗义,尹霞,张晗,王之梁. 一种丢包检测方法及装置、存储介质: 中国, 2022101711217.
[26] 施新刚,奚枭天,赵宗义,尹霞,王之梁,张晗. 一种网络异常流量检测方法和装置: 中国, 2022104896037.
[27] 王继龙,王明,李亚慧,王会,张晗,洪安伦,何俊. 基于时延的IPv6地址信用风险检测方法及装置: 中国, 2023105380631.
互联网路由(Internet Routing)
[1] 张晗,佟瑶,童彦图,彭可心,高杨宸严,尹霞. 一种面向网络快速重路由的完美路由树构建方法: 中国, 2025108823700.
[2] 张晗,赵铠阳,尹霞,吴建平. 面向跨域分段路由的可信验证方法技术: 中国, 2025108823700.
[3] 张晗,童彦图,赵铠阳,高杨宸严,佟瑶,彭可心. 一种面向跨域训练流量的相位感知路由算法: 中国, 2025108823700.
[4] 张晗,张天宇,卫蕴泽,李亚慧,施新刚,尹霞. 基于ACME协议的安全验证方法、系统及相关装置: 中国, 2025103781364.
[5] 张晗,尹霞,施新刚,王之梁,王继龙. 网络资源管理方法及相关设备: 中国, 2021113508002.
[6] 张晗,刘雪枫,王继龙,李亚慧,尹霞. 路由中断检测方法、装置、设备及存储介质: 中国, 2025111212882.
[7] 张晗,王继龙,沈俊贤. 资源管理系统: 中国, 2022113735320.
[8] 张晗,赵铠阳,尹霞,吴建平. 一种基于带内网络遥测的OSPF路由异常检测方法技术: 中国, 2025108823700.
[9] 张晗,卫蕴泽,施新刚,李亚慧,尹霞. 互联网测量服务挖掘方法、装置和存储介质: 中国, 2025108823700.
[10] 张晗,卫蕴泽,尹霞,李亚慧,施新刚. 互联网路由器地理定位方法、装置和存储介质: 中国, 2025108823700.
[11] 张晗,李卓,王继龙,李亚慧,尹霞. 面向互联网服务提供商的加密多媒体流量分类方法及装置: 中国, 2025107230445.
[12] 王继龙,王明,李亚慧,王会,张晗,洪安伦,何俊. 基于时延的IPv6地址信用风险检测方法及装置: 中国, 2023105380631.
[13] 李亚慧,刘鑫喆,张晗,尹霞,施新刚,王之梁,任罡. 基于混合符号化的路由配置验证方法、装置和电子设备: 中国, 2024114253273.
[14] 李亚慧,刘鑫喆,张晗,尹霞,施新刚,王之梁,任罡. 基于大语言模型的路由配置互译方法、装置、设备及介质: 中国, 2024114230017.
[15] 李亚慧,刘鑫喆,张晗,尹霞,施新刚,王之梁,任罡.基于互联网路由配置的测试数据包生成方法及装置: 中国, 2023101936963.
[16] 王之梁,陈蔚瀚,张晗,尹霞,施新刚. 服务链部署处理的方法、装置、计算机存储介质及终端: 中国, 2021112477670.
[17] 王之梁,陈蔚瀚,张晗,尹霞,施新刚. 基于服务链的流量迁移方法、装置、电子设备及存储介质: 中国, 2023111883642.
[18] 王之梁,陈蔚瀚,张晗,尹霞,施新刚. 基于流量迁移的模型训练方法、装置、设备及介质: 中国, 2023111845852.
[19] 王之梁,田莹,尹霞,施新刚,杨家海,张晗. 一种分段路由网络中考虑故障的流量工程计算方法和装置: 中国, 2021112324196.
Key Projects
National Key Research and Development Program, Study of Inter-DC WAN resource allocation for bulk transfer, No.62002009, Project PI. (国家自然科学基金,青年项目, 面向批量传输的数据中心广域网资源分配研究, No.62002009, 项目负责人).
National Key Research and Development Program, Network Analysis Based Anomaly Detection Techniques for Distributed
Microservices Architecture Applications, No.62572269, Project PI. (国家自然科学基金, 面上项目, 基于网络行为分析的分布式微服务架构应用异常检测技术研究,No.62572269, 项目负责人).
National Key Research and Development Program, Research on Key Technologies for Intelligent Computing Convergence Network Deployment and Routing, No.62394322, Sub-project PI. (国家自然科学基金, 重大项目, 智算融合网络组网与路由关键技术研究, No.62394322, 课题负责人).
National Key Research and Development Program, Research on IoT Security Technology Based on Blockchain, No.61932011, Sub-project PI. (国家自然科学基金, 重点项目, 基于区块链的物联网安全技术研究,No.61932011, 课题负责人).
Key research projects of the Ministry of Industry and Information Technology, High-precision BeiDou vehicle-grade positioning chip and terminal positioning system, No. TC220A04A-78, Project PI. (工信部重点研究计划, 一般项目, 高精度北斗车规级定位芯片及终端定位系统, 课题负责人).
绿盟科技, 企事业单位合作, 安全试验设施关键技术研究,项目负责人
中国电信, 企事业单位合作, 大规模广域网感知与优化技术研究,项目负责人
深信服科技公司, 企事业单位合作, 应用行为感知的广域网传输优化技术项目,项目负责人
腾讯科技, 企事业单位合作, 大规模微服务系统可观测性技术,项目负责人
科技部, 重点研发计划, 2018YFB1800400, 大规模安全可信的编址路由关键技术和应用示范,参与
Academic Activites
TPC member,IEEE INFOCOM 2025, 2024, 2023
TPC member,ACM CoNEXT 2025,2026
TPC member,IEEE ICNP 2025,2024
TPC Chairs, ACM SIGCOMM-NGNO 2025
Travel Grant Chairs, ACM APNET 2025
Awards
First Prize, Science and Technology Award, China Institute of Communications, “Key Technologies and Large-Scale Applications of Metropolitan Area Cloud Networks”, 2025. (城域云网关键技术及规模应用,中国通信学会科学技术一等奖).
Excellent Service Award, ICA3PP 2023
ACM TURC SIGCSE China, 2023
Applied Networking Research Prize Certificate of Award, 2023
NSGA Best Researcher Award, 2025
Teachings
Internet engineering,(undergraduate, 32 class hours,Autumn 2023), Autumn 2024.
Network optimation theory and method,(graduate, 32 class hours,Autumn 2022), Autumn 2023, Autumn 2024.
Network anomaly detection,(graduate, 32 class hours),Spring 2022, Spring 2023, Spring 2024,Spring 2025.
Students
Kaiyang Zhao (Ph.D., Grade 5, co-advised with Prof. Xia Yin and Prof. Jianping Wu)
Chenyan Gaoyang (Ph.D., Grade 4, co-advised with Prof. Youjian Zhao)
Yantao Geng (Ph.D., Grade 4)
Xuefeng Liu (Ph.D., Grade 3)
Zeji Xiao (Ph.D., Grade 3, co-advised with Prof. Jilong Wang)
Zhuo Li (Master, Grade 3)
Boyang Wang (Ph.D., Grade 2, co-advised with Prof. Xia Yin)
Hanyang Lin (Master, Grade 2)
Zhiheng Wu (Master, Grade 2)
Yantu Tong (Ph.D., Grade 1)
Linqiang qian (Master, Grade 1)
Yao Tong (Master, Grade 1,co-advised with Prof. Xia Yin)
Kexin Peng (Master, Grade 1,co-advised with Prof. Youjian Zhao)
Alumni
Zhiyun Tang (Master), Joined Huawei Technologies Co., Ltd
Junxian Shen (Ph.D., co-advised with Prof. Jilong Wang),Joined South China University of Technology
Jiarui Li (Master, co-advised with Prof. Jilong Wang), Joined Alibaba Cloud Computing Co. Ltd.
Heng Yu (Ph.D. co-advised with Prof. Jilong Wang), Joined Zhongguancun Laboratory.
Yi Qiao (Ph.D., co-advised with Prof. Jilong Wang), Joined China Academy of Space Technology.
Shangbin Han (Ph.D., co-advised with Prof. Qianhong Wu), Joined Quan Cheng Laboratory.