郑旷宇 - 北京航空航天大学 - 电子信息工程学院

个人简介

郑旷宇，男，北航电子信息工程学院副教授、副系主任。美国俄亥俄州立大学（The Ohio State University）计算机工程专业博士，北京航空航天大学信息与通信工程专业硕士、电子信息工程专业学士。主要研究方向为高能效通信计算机系统及网络（如：云-边缘-移动端资源协同；高能效AI异构计算；5G/6G通信系统与应用，无人机-卫星等新兴终端）。近年在领域重要会议（INFOCOM，RTSS，ICDCS，IPDPS等)、领域重要期刊（TPDS，TCC，TNSM等）发表高水平论文十余篇。任多个国际期刊（TPDS, TC, TCC, TCOM, TNSM等）及会议（INFOCOM, ICDCS, IWQoS, ICPP, ICPADS等）TPC成员、审稿人。现任北航未来通信与网络（5G/6G）工作推进组成员与秘书、信息与通信工程系副系主任，是临空信息系统先进技术工信部重点实验室、先进航空机载系统工信部重点实验室成员。兼任中国计算机协会（CCF）网络与数据通信专委会、体系结构专委会委员。是工信部 IMT-2020（5G）推进组、IMT-2030（6G）推进组成员。 2017年7月至12月，在微软亚洲研究院云与移动计算组(Cloud and Mobile Group, MSRA)实习，从事人工智能基础设施（AI Infrastructure）研究，参与微软数据中心FPGA集群自动化资源管理项目，实现深度学习、网络安全等应用加速。教育经历 2013.12-2018.8 [美国]俄亥俄州立大学计算机工程博士学位博士研究生毕业 2011.9-2013.12 [美国]俄亥俄州立大学计算机工程硕士学位硕士研究生毕业 2008.9-2011.1 北京航空航天大学信息与通信工程硕士学位硕士研究生毕业 2004.9-2008.7 北京航空航天大学电子信息工程学士学位大学本科毕业工作经历 2019.9-至今电子信息工程学院北京航空航天大学 Assoicate Professor 副教授 2017.7-2017.12 云与移动计算组微软亚洲研究院 Research Intern 研究实习生

研究领域

高能效通信计算机系统及网络；能耗、性能联合优化，绿色计算；数据中心及网络；云计算，边缘计算，移动计算； 5G/6G通信系统与应用；人工智能基础设施；物联网；车联网，安全驾驶辅助系统

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Di Liu, Zimo Ma, Aolin Zhang, Kuangyu Zheng*, "Efficient GPU Resource Management under Latency and Power Constraints for Deep Learning Inference", the 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS 2023), Toronto, Canada, Sept. 2023. Zimo Ma, Yifeng Li, Di Liu, Ziheng Zhang, Kuangyu Zheng*, "CHESS: Joint Energy and Makespan Optimization for Dynamic CNN Task Scheduling on the Heterogeneous System". 2023 15th International Conference on Machine Learning and Computing (ICMLC 2023), Zhuhai, China, Feb. 2023. Di Liu, Zimo Ma, Aolin Zhang, Kuangyu Zheng*, “MagicBatch: An Energy-aware Scheduling Framework for DNN Inference on Heterogeneous Edge Servers in Space-air-ground Computation”, The 2022 International Conference on Space-Air-Ground Computing (SAGC 2022), Fiji, Dec. 2022. Tianqi Zhao, Mingyue Zhao, Yue Shi, Kuangyu Zheng*, “SPath: An Energy-efficient DAG Task Offloading Scheme with Space-Ground Cooperative Computing”, The 2022 International Conference on Space-Air-Ground Computing (SAGC 2022), Fiji, Dec. 2022. Zimo Ma, Zhuyang Zhou, Mingyue Zhao, Kuangyu Zheng*, “WinCross: Find the Energy-Efficient Crossing Window for UAV with Joint Optimization of Path and Speed”, IEEE International Conference on Space-Air-Ground Computing (SAGC 2021), Huizhou China, Oct. 2021.【Distinguished Paper Award】 Zhuyang Zhou, Zimo Ma, Mingyue Zhao, Kuangyu Zheng*, “E-Cube: Energy-Efficient UAV Trajectory Scheduling with Height and Speed Optimization”, IEEE International Conference on Space-Air-Ground Computing (SAGC 2021), Huizhou China, Oct. 2021. 【Best Student Paper Award】 Mingyue Zhao, Zimo Ma, Zhuyang Zhou, Kuangyu Zheng*, “WSpeed: Drone Energy Optimization for Multiple-Package Delivery Considering Weight Changes”, IEEE International Conference on Space-Air-Ground Computing (SAGC 2021), Huizhou China, Oct. 2021 Yunhao Bai, Zejiang Wang, Kuangyu Zheng, Xiaorui Wang, and Junmin Wang, “WiDrive: Adaptive WiFi-based Recognition of Driver Activity for Real-time and Safe Takeover”, IEEE International Conference on Distributed Computing Systems (ICDCS 2019), July 2019. (Acceptance rate: 19.6%)（CCF B类） Yunhao Bai, Kuangyu Zheng, Zejiang Wang, Xiaorui Wang, and Junmin Wang, "Dynamic Channel Selection for Real-time Safety Message Communication in Vehicular Networks", IEEE Real-Time Systems Symposium (RTSS 2018), December 2018. (Acceptance rate: 37/166 = 22%)（CCF A类） Kuangyu Zheng and Xiaorui Wang, "Dynamic Control of Flow Completion Time for Power Efficiency of Data Center Networks", IEEE International Conference on Distributed Computing Systems (ICDCS 2017), June 2017. (Acceptance rate: 90/531 = 16%) （CCF B类） Kuangyu Zheng, Xiaorui Wang, and Jia Liu, "DISCO: Distributed Traffic Flow Consolidation for Power Efficiency of Data Center Network", IFIP Networking Conference (Networking 2017), June 2017. (Acceptance rate: 43/150 = 28%) Kuangyu Zheng, Bruce Beitman, and Xiaorui Wang, “CoSmart: Coordinating Smartphone with Desktop Computer for Joint Energy Savings”, IEEE International Conference on Autonomic Computing (ICAC 2017), July 2017. (Acceptance rate: 14/73 = 19%) Kuangyu Zheng, Xiaodong Wang, and Xiaorui Wang, “PowerFCT: Power Optimization of Data Center Network with Flow Completion Time Constraints”, IEEE International Parallel and Distributed Processing Symposium (IPDPS 2015), May 2015. (Acceptance rate:108/496= 21%)（CCF B类） Kuangyu Zheng, Xiaodong Wang, Li Li, and Xiaorui Wang, “Joint Power Optimization of Data Center Network and Servers with Correlation Analysis”, IEEE International Conference on Computer Communications (INFOCOM 2014), April 2014. (Acceptance rate: 320/1645 = 19%)（CCF A类，至2020年，他引110+次，SCI他引50+次） Qing Wu, Kuangyu Zheng, Qiao Li, and Huagang Xiong, “Design and Implementation of Sub-GHz Transmitter for Ultra-Wideband Through-Wall Radar”, IEEE International Conference on Ultra-Wideband (ICUWB 2010), September 2010. 国际期刊 | Journal Papers 赵天祺，赵洺月，师越，郑旷宇*，"基于星地协同的低时延任务卸载算法", 《无线电通信技术》-卫星互联网专题，2023.06. ，录用。 Kuangyu Zheng*, Zimo Ma, Mingyue Zhao, Zhuyang Zhou, Ziheng Zhang, and Yifeng Li, "Joint Efficient UAV Trajectory and Velocity Optimization for IoT Data Collection Using a New Projection Algorithm", Drones. Nov. 2022; 6(12):376. (Special Issue Autonomous Flight of Drone: Control, Trajectory Optimization and Mission Planning) （SCI Q1区, IF: 5.532） Yunhao Bai, Kuangyu Zheng, Zejiang Wang, Xiaorui Wang, and Junmin Wang, "MC-Safe: Multi-channel Real-time V2V Communication for Enhancing Driving Safety", ACM Transactions on Cyber-Physical Systems (TCPS), Accepted, December 2021. Kuangyu Zheng, Xiaorui Wang, and Jia Liu, “Distributed Traffic Flow Consolidation for Power Efficiency of Large-scale Data Center Network”, IEEE Transactions on Cloud Computing (TCC). Accepted, December 2020. （SCI Q1区, IF: 5.967） Kuangyu Zheng, Yunhao Bai, and Xiaorui Wang, “FCTcon: Dynamic Control of Flow Completion Time in Data Center Networks for Power Efficiency”, IEEE Transactions on Cloud Computing (TCC). Accepted, April 2019. （SCI Q1区, IF: 7.928） Kuangyu Zheng, Wenli Zheng, Li Li, and Xiaorui Wang, “PowerNetS: Coordinating Data Center Networkwith Servers and Cooling for Power Optimization”, IEEE Transactions on Network and Service Management (TNSM) 14(3): 661-675, September 2017. （SCI Q1区, IF: 3.286） Xiaodong Wang, Xiaorui Wang, Kuangyu Zheng, Yanjun Yao, and Qing Cao, "Correlation-Aware Traffic Consolidation for Power Optimization of Data Center Networks", IEEE Transactions on Parallel and Distributed Systems (TPDS), 27(4): 992-1006, April 2016（SCI Q1区, IF:3.971, CCF A类） Tianliang Zheng, Yuehong Wang, Kuangyu Zheng, Qian Li, Ye Tao, "Electromagnetism and absorptivity of the modified micro-coiled chiral carbon fibers", Chinese Journal of Aeronautics 20.6 (2007): 559-563. （SCI Q1区, IF: 1.693）