中科大先研院研究生校内导师简历
谈海生 博士/特任教授
姓名 | 谈海生 |
学位/职称 | 博士/特任教授 |
所属单位 | 中国科学技术大学先进技术研究院/中国科学技术大学计算机科学与技术学院 |
办公室电话 | |
hstan@ustc.edu.cn | |
教育背景 |
2005/9–2011/11,香港大学,计算机科学系, 博士,导师:Francis Lau 2000/9–2004/7,中国科学技术大学,软件学院,学士 2002/2–2004/1,中国科学技术大学,管理科学系,学士(第二学位) |
研究领域 |
工业互联网、边缘计算、网络算法设计与系统实现、AI+Edge. |
任职经历 |
1. 2022/4-至今, 中国科学技术大学,计算机学院,特任教授 2. 2019/4-2022/3,中国科学技术大学,计算机学院,副教授 3. 2016/8-2019/3,中国科学技术大学,计算机学院,特任副研究员 3. 2013/7-2016/7,暨南大学,信息科学技术学院计算机科学系,副研究员 4. 2011/6-2013/6,清华大学交叉信息研究院,博士后(姚期智教授团队) |
获得荣誉、奖项 |
1. 国家“万人计划”青年拔尖人才支持计划,2021 2. 第27届国际会议IEEE ICPADS 2021最佳论文奖(共同通讯作者) 3. 第14届中国物联网学术会议(CWSN 2020)最佳论文奖(第一作者), 2020 4. 第21届国际会议PDCAT 2020最佳论文奖(通讯作者,学生一作), 2020 5. 第16届国际会议IEEE MSN 2020最佳分会论文奖(共同通讯作者), 2020 6. 第14届国际会议WASA 2019最佳论文奖(通讯作者,学生一作),2019 7. IEEE Senior Member,2019 8. IEEE INFOCOM 2019 程序委员会杰出成员奖,2019 9. 首批“全国高校黄大年式教师团队”骨干成员(李向阳教授团队),2018 |
主持、参与项目 |
1. 国家科技创新2030“新一代人工智能”重大项目子课题,2021ZD0110402-02,计算模型驱动的全平台统一优化部署,2021/12–2024/12, 200万元,主持 2. 第六批国家“万人计划”青年拔尖人才支持计划,智能边缘计算,220万元,2022/01-2024/12. 3. 国家自然科学基金重点项目,62132009,“支持多目标的下一代互联网体系结构和关键技术”,100.55万,202201-202612.合作单位课题主持 4. 华为技术有限公司横向课题,“CDN节点流量分配算法技术合作”,100万,2021.01-2021.12,主持 5. 腾讯犀牛鸟专项研究计划项目,“合约广告多目标优化理论研究与实验部署”,20万,2020.10-2021.09,主持 6. 国家重点研发“网络空间安全”重点专项子课题,2018YFB0803404-04,面向物联网节点的云端融合性能优化机制,2018/07–2022/06, 42.6万元,主持 7. 国家自然科学基金面上项目,61772489,边缘计算中资源配置与任务分配关键问题研究,2018/01–2021/12, 64万元,在研,主持 8. 国家重点研发计划“云计算和大数据”重点专项子课题,2017YFB1003001-02,面向工业互联网的可信、自适应的云端融合交互模型,2017/10–2021/09, 29万元,主持 9. MSRA Collaborative Research Program(微软亚洲研究院联合科研项目),Dispatching and Scheduling online Jobs with Heterogeneous Utilities in Edge Computing: Algorithm and Application,RMB 20,000. 2020.01-2020.12,结题,主持 |
论文、著作、成果 |
期刊论文: [1] Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, and Mingxia Li. Asymptotically Optimal Online Caching on Multiple Caches with Relaying and Bypassing. IEEE/ACM Transactions on Networking (IEEE/ACM ToN) (DOI: 10.1109/TNET.2021.3077115), 2021 [CCF A] [2] Haisheng Tan, Chi Zhang, Chao Xu, Yupeng Li, Zhenhua Han, Xiang-Yang Li *. Regularization-Based Coflow Scheduling in Optical Circuit Switches. IEEE/ACM Transactions on Networking (IEEE/ACM ToN) VOL. 29, NO. 3, pp. 1280-1293, JUNE 2021 [CCF A] [3] Haisheng Tan, Shaofeng Jiang, Yupeng Li *, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han and Francis Lau,“Joint Online Coflow Routing and Scheduling in Data Center Networks", IEEE/ACM Transactions on Networking (IEEE/ACM ToN),Vol. 27, No.5, pp. 1771-1786, Aug. 2019 [CCF A] [4] Chi Zhang, Haisheng Tan *, Haoqiang Huang, Zhenhua Han, Shaofeng Jiang, Guopeng Li, and Xiang.-Yang. Li *. Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing. Accepted to appear in IEEE/ACM Transactions on Networking (IEEE/ACM ToN) (DOI: 10.1109/TNET.2022.3193381) [CCF A] [5] Zhenhua Han, Haisheng Tan *, Shaofeng Jiang, Wanli Cao, Xiaoming Fu, Lan Zhang, and Francis Lau,SPIN: BSP Job Scheduling with Placement-Sensitive Execution,IEEE/ACM Transactions on Networking (IEEE/ACM ToN) (DOI: 10.1109/TNET.2021.3087221), 2021 [CCF A] [6] 谈海生,郭得科,张弛,李向阳, “云边端协同智能边缘计算的发展与挑战”,《中国计算机学会通讯(CCCF)》, 第16卷第一期(总第167期),38-44页,2020年1月,专栏文章 【在线下载1000余次】 [7] Zhenhua Han, Haisheng Tan *, Rui Wang, Yuncong Hong, and Francis C.M. Lau. Efficient Online Learning Based Cross-Tier Uplink Scheduling in HetNets. Accepted to appear in IEEE/ACM Transactions on Networking (IEEE/ACM ToN) 2022 [CCF A] [8] Jiaying Meng, Haisheng Tan *, Xiang-Yang Li *,Zhenhua Han, Bojie Li, "Online Deadline-Aware Task Dispatching and Scheduling in Edge Computing", IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), Volume: 31, Issue: 6, pp. 1270 – 1286, June 1, 2020(DOI: 10.1109/TPDS.2019.2961905)[CCF A] [9] Zhenhua Han, Haisheng Tan *, Xiang-Yang Li, Shaofeng H.-C. Jiang, Yupeng Li, and Francis Lau, OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds, IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Volume 27, Issue 6, pp. 2472-2485, Dec. 2019 [CCF A] [10] Zhenhua Han, Haisheng Tan *, Rui Wang, Guihai Chen, Yupeng Li, and Francis C.M. Lau, "Energy Efficient Dynamic Virtual Machine Management in Data Centers", IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Vol. 27, No.1, pp. 344-360, Feb. 2019 [CCF A] [11] Haisheng Tan, Liuyan Liu, and Hongyu Liang,"Total k-domination in special graphs", Mathematical Foundations of Computing (MFC), Vol. 1 , No.3,pp. 255-263,Aug. 2018 [12] Bojie Lv, Rui Wang, Ying Cui, Yi Gong and Haisheng Tan. Joint Optimization of File Placement and Delivery in Cache-Assisted Wireless Networks with Limited Lifetime and Cache Space”, In: IEEE Transactions on Communications 68(4): 2339-2354, 2020 [CCF B] [13] Yupeng Li, Yongzheng Jia, Haisheng Tan *, Rui Wang, , Zhenhua Han and Francis Lau, "Congestion Game with Agent and Resource Failure", IEEE Journal on Selected Areas in Communications (JSAC), Vol. 35, No.3, pp. 764-778,Feb. 2017 [CCF A] 会议论文: [1] Haisheng Tan, Shaofeng Jiang, Zhenhua Han *, Liuyan Liu, Kai Han, and Qinglin Zhao. Camul: Online Caching on Multiple Caches with Relaying and Bypassing, IEEE International Conference on Computer Communications (IEEE INFOCOM’19), Paris, France, 2019.04.29-2019.05.02 [CCF A] [2] Haisheng Tan, Zhenhua Han, Xiang-Yang Li and Francis Lau, Online Job Dispatching and Scheduling in Edge-Clouds, IEEE International Conference on Computer Communications (IEEE INFOCOM’17), Atlanta, GA, USA,2017.05.01-2017.05.04 [CCF A] [3] Ruiting Zhou, Renli Zhang, Yufeng Wang, Haisheng Tan *, and Kun He. Online Incentive Mechanism for Task Offloading with Privacy-Preserving in UAV-assisted Mobile Edge Computing. Accepted to appear in ACM Mobihoc 2022 [CCF B] [ACM SIGMobile 三大旗舰会议之一] [4] Ruiting Zhou, Xiaoyi Wu, Haisheng Tan *, Renli Zhang. Two Time-Scale Joint Service Caching and Task Offloading for UAV-assisted Mobile Edge Computing. Accepted to appear in IEEE INFOCOM 2022. [CCF A] [5] Chi Zhang, Haisheng Tan *, Guopeng Li, Zhenhua Han, Shaofeng Jiang, Xiang-Yang Li. Online File Caching in Latency-Sensitive Systems with Delayed Hits and Bypassing. Accepted to appear in IEEE INFOCOM 2022. [CCF A] [6] Hao Zhou, Zhao Chen, Wangqiu Zhou, Haisheng Tan *, Panlong Yang and Xiang-Yang Li *. Camel: Context-Aware Magnetic MIMO Wireless Power Transfer with In-band Communication. Accepted to appear in IEEE INFOCOM 2021. [CCF A] [7] Wanli Cao, Haisheng Tan *, Zhenhua Han, Shuokang Han, Mingxia Li, Xiang-Yang Li. Online Learning-Based Co-Task Dispatching with Function Configuration in Edge Computing. In the 21st International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’20), Shenzhen, China, Dec. 28-30, 2020 (Best Paper Award) [8] Yuncong Hong, Bojie Lv, Rui Wang *, Haisheng Tan *, Zhenhua Han, Hao Zhou, Francis C.M. Lau. Online Distributed Job Dispatching with Outdated and Partially-Observable Information. In the 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, Dec. 17-19, 2020 (Best Track Paper Award). [9] Chi Zhang, Haisheng Tan*, Haoqiang Huang, Zhenhua Han, Shaofeng Jiang, Nikolaos Freris and Xiang-Yang Li, “Online Dispatching and Scheduling of Jobs with Heterogeneous Utilities in Edge Computing”, ACM Mobihoc, Shanghai, China, October 11-14, 2020 [CCF B] [10] Hisheng Tan *, Ziyu Shen, Zihe Wang , Zhenhua Han and Xiang-Yang Li,Edge-Centric Pricing Mechanisms with Selfish Heterogeneous Users, In 14th China Conference on Internet of Things (Wireless Sensor Network) (CWSN, 中国物联网学术会议),Dunhuang, China, Sept. 18-21, 2020 (Best Paper Award) [11] Zhenhua Han, Haisheng Tan *, Shaofeng Jiang, Xiaoming Fu, Wanli Cao, and Francis Lau. Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation, IEEE Conference on Computer Communications (IEEE INFOCOM’20), Toronto, ON, Canada, Canada 2020.07.06-2020.07.09 [CCF A] [12] Yang Li, Zhenhua Han, Zhenhua Li, Quanlu Zhang, Haisheng Tan, Automating Cloud Deployment for Deep Learning Inference of Real-time Online Services, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Toronto, ON, Canada, Canada 2020.07.06-2020.07.09 [CCF A] [13] Jiaying Meng, Haisheng Tan *, Chao Xu, Wanli Cao, Liuyan Liu, Bojie Li. Dedas: Online Task Dispatching and Scheduling with Bandwidth Constraint in Edge Computing, IEEE International Conference on Computer Communications(IEEE INFOCOM’19), Paris, France, 2019.04.29-2019.05.02 [CCF A] [14] Liuyan Liu, Haisheng Tan *, Shaofeng Jiang, Zhenhua Han, Xiang-Yang Li *, and Hong Huang, Dependent Task Placement and Scheduling with Function Configuration in Edge Computing, IEEE/ACM International Symposium on Quality of Service(IEEE/ACM IWQoS 2019). Phoenix, Arizona,2019.06.24-2019.06.25 [CCF B] [15] Chi Zhang, Haisheng Tan *, Chao Xu, Xiang-Yang Li, Shaojie Tang, and Yupeng Li, Reco: Efficient Regularization-Based Coflow Scheduling in Optical Circuit Switches, IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, Texas, USA,2019.07.07-2019.07.09 [CCF B] [16] Liuyan Liu #, Haoqiang Huang #, Haisheng Tan *, Wanli Cao, Panlong Yang and Xiang-Yang Li, Online DAG Scheduling with On-demand Function Configuration in Edge Computing, International Conference on Wireless Algorithms,Systems and Applications (WASA 2019), Hawaii,USA,m 2019.06.24-2019.06.26 (Best Paper Award) [17] Zhenhua Han, Haisheng Tan *, Rui Wang, Shaojie Tang, and Francis Lau, Online Learning based Uplink Scheduling in HetNets with Limited Backhaul Capacity, IEEE International Conference on Computer Communications(IEEE INFOCOM'18), Honolulu, HI, USA, 2018.04.16-2018.04.19 [CCF A] [18] Kai Han, Yuntian He, Haisheng Tan *, Shaojie Tang, He Huang and Jun Luo, Online Pricing for Mobile Crowdsourcing with Multi-Minded Users, the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing (Mobihoc'17), Chennai, India, 2017.07.10-2017.07.14 [CCF B] [19] Yupeng Li, Shaofeng Jiang, Haisheng Tan *, Chenzi Zhang, Guihai Chen, Jipeng Zhou and Francis Lau. Efficient Online Coflow Routing and Scheduling, ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM Mobihoc 2016), Paderborn, Germany, 2016.07.05-2016.07.08,[Acceptance Ratio: 18.7%] [CCF B] [20] Zhenhua Han, Haisheng Tan *, Guihai Chen, Rui Wang, Yifan Chen and Francis Lau, Dynamic Virtual Machine Management via Approximate Markov Decision Process, The 35th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM 2016), San Francisco, CA, USA, 2016.04.10-2016.04.15 [CCF A] |
编辑:init 2022-10-29 03:24:34