张迪

博士、副教授、博士生导师

基本信息

办公电话:010-51682972 电子邮件: dizhang@bjtu.edu.cn
通讯地址:北京交通大学逸夫楼西708室 邮编:100044

教育背景

2010.8~2016.6    清华大学,计算机科学与技术,工学博士 (导师:张尧学院士)
2006.8~2010.7    哈尔滨工业大学,软件工程,工学学士

工作经历

2020.12~至今            北京交通大学,软件学院,副教授
2019.01~2020.12        北京交通大学,软件学院,讲师
2016.07~2019.01        清华大学,计算机科学与技术系,博士后

研究方向

  • 软件工程理论与技术
  • 人工智能与大数据
  • 软件服务工程
  • 智能交通领域软件工程
  • 软件工程

研究方向

边缘计算与智能,联邦学习,移动网络与系统,操作系统等

招生专业

  • 软件工程硕士
  • 软件工程博士

招生信息

招收2025秋季入学博士1名,学硕1名,专硕4名非全2名研究方向包括边缘智能、联邦学习、端侧大模型、操作系统等,欢迎邮件咨询联系~

科研项目

  • 红果园(横): 轨道交通行业工业操作系统转型升级调查研究, 2024-2024
  • 自然科学横向项目: 基于微服务的算法封装集成接口开发测试, 2024-2024
  • 自然科学横向项目: 道路环境图像辅助判断软件, 2024-2025
  • 国家自然科学基金“面上”: 面向智能物联网的端边协作机制与任务调度方法研究, 2024-2027
  • 自然科学横向项目: 图像分割技术在地标识别定位中的性能测试与验证, 2023-2024
  • 自然科学横向项目: 基于大数据分析的广告投放与流量变现优化, 2023-2024
  • 基础研究项目: 边缘计算中的视频缓存方法与共享机制研究, 2023-2026
  • 自然科学横向项目: 基于边缘计算的多元传感器控制系统接口开发与测试, 2022-2023
  • 国家重点研发计划-课题: 软件平台架构设计与异构并行计算优化, 2021-2025
  • 自然科学横向项目: 基于国产基础软件的铁路电子支付平台应用验证与改造关键技术, 2021-2022
  • 知识产权许可项目: 动态时变环境下寻求全局时间最优路径的方法及系统专利许可, 2020-2023
  • 国家自然科学基金"青年基金": 边缘计算中的移动终端协作机制与任务调度方法研究, 2020-2022
  • 自然科学类人才基金项目: 基于博弈论的边缘计算移动终端协作机制研究, 2019-2023

教学工作

本科生课程:《操作系统》、《移动应用开发技术》

研究生课程:《网络计算》

论文/期刊

Publication List (where * represents corresponding authors):
[1] Di Zhang*, Yujian Fang, Yuezhi Zhou*, Junyi He, Yaoxue Zhang. Game Theoretic Multihop D2D Content Sharing: Joint Participants Selection, Routing, and Pricing. IEEE Transactions on Mobile Computing, vol. 21, no. 6, pp. 2013-2028, 2022. 
[2] Junyi He, Di Zhang*, Ju Ren, Yuezhi Zhou, Yaoxue Zhang. Online Market Mechanism for Mobile Data Rate Trading With Temporal Constraints. IEEE Internet of Things Journal, vol. 9, no. 20, pp. 19682-19693, 2022. 
[3] Junyi He, Di Zhang*, Shumeng Liu, Yuezhi Zhou, Yaoxue Zhang. Decentralized Updates Scheduling for Data Freshness in Mobile Edge Computing. In Proceedings of the IEEE International Symposium on Information Theory (ISIT), pp. 3186-3191, 2022. 
[4] Junyi He, Di Zhang*, Xishuo Li, Yuezhi Zhou, Yaoxue Zhang. Distributed Service Placement in Ultra-Dense Edge Computing: A Game-Theoretical Approach. In Proceedings of the 23rd IEEE International Conference on High Performance Computing and Communications (HPCC), pp. 1-8, 2021.
[5] Min Guo, Weiwei Xing*, Di Zhang*, Wentao Zhao, Shuzhong Yang. Online Auction Based Resource Allocation for Soft-Deadline Tasks in Edge Computing. In Proceedings of the IEEE Global Communications Conference (Globecom), pp. 1-6, 2021.
[6] Ninghao Chen, Weiwei Xing, Di Zhang, Min Guo, et al. Multi-Bitrate Video Caching and Processing in Edge Computing: A Stackelberg Game Approach. In Proceedings of the IEEE International Conference on Communications (ICC), pp. 1-6, 2020. 
[7] Junyi He, Di Zhang*, Yuezhi Zhou*, Yaoxue Zhang. A Truthful Online Mechanism for Collaborative Computation Offloading in Mobile Edge Computing. IEEE Transactions on Industrial Informatics, vol. 16, no. 7, pp. 4832-4841, 2020. 
[8] Di Zhang, Yuezhi Zhou, Yaoxue Zhang. Network-Aware Data Transmission Scheduling for Saving Energy in Cellular Networks. In Proceedings of the 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), pp. 1-8, 2019. 
[9] Junyi He, Di Zhang*, Yuezhi Zhou*, Yaoxue Zhang. An Online Computation Offloading Mechanism for Mobile Edge Computing in Ultra-Dense Small Cell Networks. In Proceedings of the 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), pp. 1-8, 2019. 
[10] Junyi He, Di Zhang*, Yuezhi Zhou*, Yaoxue Zhang, et al. Data Rate Trading in Mobile Networks: A Truthful Online Auction Approach. In Proceedings of the IEEE International Conference on Communications (ICC), pp. 1-6, 2019. 
[11] 周悦芝*, 张迪*. 近端云计算: 后云计算时代的机遇与挑战. 计算机学报, vol. 42, no. 4, pp. 677-700, 2019.  
[12] Di Zhang, Yuezhi Zhou, Xiang Lan, Yaoxue Zhang, Xiaoming Fu. AHT: Application-Based Handover Triggering for Saving Energy in Cellular Networks. In Proceedings of IEEE International Conference on Sensing, Communication, and Networking (SECON), pp. 1-9, 2018. 
[13] Di Zhang, Yuezhi Zhou, Yaoxue Zhang. A Multi-Level Cache Framework for Remote Resource Access in Transparent Computing. IEEE Network, vol. 32, no. 1, pp. 140-145, 2018. 
[14] Di Zhang, Yaoxue Zhang, Yuezhi Zhou, Hao Liu. Leveraging the Tail Time for Saving Energy in Cellular Networks. IEEE Transactions on Mobile Computing, vol. 13, no. 7, pp. 1536-1549, 2014. 
[15] Junyi He, Di Zhang*, Yuezhi Zhou*, Xiang Lan, Yaoxue Zhang. Towards A Truthful Online Auction for Cooperative Mobile Task Execution. In Proceedings of the 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), pp. 1-8, 2018. 
[16] Yuezhi Zhou*, Wenjuan Tang, Di Zhang*, Xiang Lan, Yaoxue Zhang. A Case for Software-Defined Code Scheduling Based on Transparent Computing. Peer-to-Peer Networking and Applications, vol. 11, no. 4, pp. 668-678, 2018. 
[17] Yuezhi Zhou*, Di Zhang*, Naixue Xiong. Post-Cloud Computing Paradigms: A Survey and Comparison. Tsinghua Science and Technology, vol. 22, no. 6, pp. 714-732, 2017. 

专利

[1] Yuezhi Zhou, Jinzhao Liu, Di Zhang, and Yaoxue Zhang. Method for Detecting Abnormal Load in Cloud Computing Oriented Online Service. No.: US10581961 B2, Mar. 3. 2020.
[2] Yuezhi Zhou, Xiang Lan, Di Zhang. Method and Device for Determining Personal Commute Time Period. US Patent Application, No. 16/295,009, Sept. 2019. 
[3] Yaoxue Zhang, Di Zhang, Yuezhi Zhou, and Hao Liu. Method for Transmitting Data Using Tail Time in Cellular Network, United States Patent, No.: US9462547 B2, Oct. 4, 2016.
[4] 张尧学, 张迪, 周悦芝, 刘浩. 利用蜂窝网络中的尾巴时间进行数据传输的方法. 中国发明专利权, ZL201310161545.6, 2016年4月6日.
[5] 周悦芝, 刘金钊, 张迪, 张尧学. 一种面向云计算在线业务的异常负载检测方法. 中国发明专利授权, ZL201510419286.1, 2017年2月1日.
[6] 周悦芝, 蓝翔, 张迪. 基于移动终端GPS定位数据计算个人通勤时间的方法. 中国发明专利授权, ZL201810191353.2, 2020年4月3日.

获奖与荣誉

北京交通大学优秀主讲教师 2024.1
国家级一流本科课程(排名2/3) 2023.5
中国电子学会科技进步一等奖(排名7/15) 2016.12
深圳市科技进步一等奖(排名7/15) 2016.4