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个人简介

杨磊,2014年11月-2016年2月任香港理工大学博士后研究员。2012年12月-2013年3月德国达姆施塔特工业大学访问学者。2016年3月通过华南理工大学骨干教师人才引进加入软件学院。近年来在IEEE Transactions on Mobile Computing、IEEE Transactions on Computers、IEEE Transactions on Services Computing、IEEE INFOCOM、IEEE PERCOM等国际重要期刊和会议发表论文四十余篇,申请发明专利5项。主持国家自然科学基金面上与青年项目、中央高校科研业务经费、CCF-腾讯犀牛鸟创意基金等项目。担任多个国际会议程序委员会委员以及国际重要期刊审稿人。荣获2018年度高等学校科学研究优秀成果奖(科学技术)自然科学二等奖。 学历 2010.7 - 2014.5, 香港理工大学电子计算学系,博士 2007.9 - 2010.6, 中国科学院计算技术研究所,硕士 2003.9 - 2007.7, 武汉大学电子信息学院,学士 教学经历 主讲本科生课程:《软件体系结构》、《数据库系统》、《数据库实训》 主讲研究生课程:《云服务技术》 工作经历 2016.3 - 至今,华南理工大学,副教授 2014.11 - 2016.2,香港理工大学,博士后 获奖情况 2018年度高等学校科学研究优秀成果奖(科学技术)自然科学二等奖(排名第3) 科研项目 协作式边缘计算中网络感知的任务调度技术研究,国家自然科学基金面上项目, 2020/01 - 2023/12,负责人 移动云计算下数据流应用的动态计算切分技术研究,国家自然科学基金青年项目, 2016/01 – 2018/21,负责人 移动边缘计算性能建模与优化,中央高校科研业务经费,2018/09-2020/08,负责人 基于用户行为分析的移动应用隐私保护技术,CCF-腾讯犀牛鸟创意基金,2016/09- 2017/08,负责人 面向移动云应用的计算切分与调度研究,华南理工大学人才引进启动经费,2016/03 – 2019/03,负责人

研究领域

网络与分布式计算、云计算与大数据、边缘计算与边缘智能、物联网

网络与分布式计算、云计算与大数据、边缘计算与边缘智能、物联网等。

近期论文

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期刊论文 Lei Yang, Lingling Zhang, Zongjian He, Jiannong Cao, Weigang Wu. Efficient Hybrid Data Dissemination in Edge Assisted Automated Driving. IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2019.2946276 Xuxun Liu, Anfeng Liu, Tie Qiu, Bin Dai, Tian Wang, Lei Yang (通讯作者). Restoring Connectivity of Damaged Sensor Networks for Long-Term Survival in Hostile Environments. IEEE Internet of Things Journal. DOI: 10.1109/JIOT.2019.2953476 Lei Yang, Xi Yu, Jiannong Cao, Wengen Li, Yuqi Wang, Michal Szczecinski. A Novel Demand Dispatching Model for Autonomous On-Demand Services. IEEE Transactions on Services Computing. DOI:10.1109/TSC.2019.2941680 Xuxun Liu, Tie Qiu, Xiaobo Zhou, Tian Wang, Lei Yang and Victor Chang. Latency-Aware Anchor-Point Deployment for Disconnected Sensor Networks with Mobile Sinks. IEEE Transactions on Industrial Informatics. DOI: 10.1109/TII.2019.2916300 Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu. Network aware Mobile Edge Computation Partitioning in Multi-user Environments. IEEE Transactions on Services Computing. DOI: 10.1109/TSC.2018.2876535 Lei Yang, Bo Liu, Jiannong Cao, Yuvraj Sahni, Zhenyu Wang. Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Cloud. IEEE Transactions on Services Computing. DOI: 10.1109/TSC.2018.2890603. Jin Cao, Lei Yang (通讯作者), Jiannong Cao. Revisiting Computation Partitioning in Future 5G based Edge Computing Environments. IEEE Internet of Things Journal, 6(2): 2427 – 2438, 2019 Yuvraj Sahni, Jiannong Cao, Lei Yang. Data-Aware Task Allocation for Achieving Low Latency in Collaborative Edge Computing. IEEE Internet of Things Journal. 6(2):3512 - 3524, 2019 Rui Liu, Jiannong Cao, K. Zhang, W. Gao, Lei Yang, J. Liang, R. Yu. Understanding Mobile Users’ Privacy Expectations: A Recommendation-based Method through Crowdsourcing. IEEE Transactions on Services Computing. 12(2):304-318, 2019 Di Han, Jianqing Li, Lei Yang, Zihua Zeng. A Recommender System to Address the Cold Start Problem for App Usage Prediction. International Journal of Machine Learning and Cybernetics. 10(9): 2257–2268, 2019 Lei Yang, Xuxun Liu, Jiannong Cao, Zhenyu Wang. Joint Scheduling of Tasks and Network Flows in Big Data Clusters. IEEE Access. pp.66600 - 66611, vol.6, 2018 Haohuang Wen, Lei Yang (通讯作者), Zhenyu Wang. ParGen: A Parallel for Partitioning Data Stream Applications in Mobile Edge Clouds. IEEE Access, pp.5037 - 5048, vol.6, 2018 Rui Lui, Jiannong Cao, K. Zhang, W. Gao, J. Liang, Lei Yang. When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps based on Crowdsourcing. IEEE Transactions on Services Computing. 11(5): 864 – 878, 2018 Xu Chen, Qian Shi, Lei Yang, Jie Xu. ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications. IEEE Networks. 32(1): 61-65, 2018 Lei Yang, Jiannong Cao. Application Repartitioning in the Cloud. Computer. 50(2):11, 2017. Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang. Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things. IEEE Access. vol.5, pp.16441-16458, 2017 Weiqing Liu, Jiannong Cao, Lei Yang, Lin Xu, Xuanjia Qiu, Jing Li. AppBooster: Boosting the Performance of Interactive Mobile Applications with Computation Offloading and Parameter Tuning. IEEE Transactions on Parallel and Distributed Systems. 28(6): 1593-1606, 2017. Lei Yang, Jiannong Cao, Guanqing Liang, Xu Han. Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems. IEEE Transactions on Computers. 65(5): 1440-1452, 2016. Lei Yang, Jiannong Cao, Shaojie Tang, Di Han, Neeraj Suri. Run Time Application Repartitioning in Dynamic Mobile Cloud Environments. IEEE Transactions on Cloud Computing. 4(3): 336-348, 2016. Jianqiang Li, Shenpeng Zhang, Lei Yang, Xiaohua Fu, Zhong Ming, Gang Feng. Accurate RFID localization algorithm with particle swarm optimization based on reference tags. Journal of Intelligent & Fuzzy Systems. 31(5) : 2697-2706, 2016 Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, Lei Yang. Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts. Neurocomputing, vol.171, pp.412-424, 2016 Lei Yang, Jianong Cao, Weiping Zhu, Shaojie Tang. Accurate and Efficient Object Tracking based on Passive RFID. IEEE Transactions on Mobile Computing. 14(11): 2188-2200, 2015. Lei Yang, Jiannong Cao, Hui Cheng, and Yusheng Ji. Multi-user Computation Partitioning for Latency Sensitive Mobile Cloud Applications. IEEE Transactions on Computers. 64(8): 2253-2266, 2015. Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong. Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags. IEEE Transactions on Parallel and Distributed Systems. 25(8): 2065 - 2076, 2014. Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Yanxiang He. Effective social relationship measurement based on user trajectory analysis. J. Ambient Intelligence and Humanized Computing 5(1): 39-50, 2014 Di Han, Haili Liang, Xianmin Shen, Lei Yang. Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction. Int. J. Machine Learning & Cybernetics, 5(6): 875-885, 2014. Lei Yang, Jiannong Cao, Yin Yuan, Tao Li, Andy Han, Alvan Chan. A Framework for Partitioning and Execution of Data Stream Application in Mobile Cloud Computing. ACM SigMetrics Performance Evaluation Review, vol 40, no.4, pp.23-32, 2013. Lei Yang, Jiannong Cao. Computation Partitioning in Mobile Cloud Computing: A Survey. ZTE Communication. Volume 11, Issue 4, pp.8-17, 2013 Lei Yang, Lei Wei, Jian Ye, Hongzhou Shi. A Location Cloaking Framework and Algorithm for Continuous LBS Requests. Chinese Journal of Computer Engineer, Vol.37, No.9, 2011. 会议论文 Lei Yang, Doudou Yang, Jiannong Cao, Yuvraj Sahni, Xiaohua Xu. QoS Guaranteed Resource Allocation for Multiple Virtual Machine Migration in Edge Clouds. IEEE International Conference on Edge Computing (IEEE EDGE 2019), July 8-13, 2019. Milan, Italy. Xiaohua Xu, Yi Zhao, Dongfang Zhao, Lei Yang, Spiridon Bakiras. Distributed Real-Time Data Aggregation Scheduling in Duty-Cycled Multi-hop Sensor Networks. International Conference on Wireless Algorithms, Systems, and Applications (WASA 2019). Yifan Zhang, Zhechao Li, Lei Yang, Weigang Wu. Fast VM Startup by Cooperative Image Caching for Cloud Data Centers. The 4th IEEE International Conference on Cloud and Big Data Computing (CBDCom 2018), October 8-12, 2018. Lei Yang, Jiannong Cao, Zhenyu Wang, Weigang Wu. Network aware Multi-user Computation Partitioning in Mobile Edge Clouds. The 46th International Conference on Parallel Processing (IEEE ICPP 2017). August 14-17, 2017. Bristol, UK。 Lei Yang, Jiannong Cao, Bo Liu, Zhenyu Wang. Joint Computation Partitioning and Resource Allocation for Latency Sensitive Applications in Mobile Edge Cloud. The 10th IEEE International Conference on Cloud Computing (IEEE CLOUD 2017). June 25-30, 2017. Honolulu, Hawaii, USA。 Rui Liu, Jiannong Cao, Lei Yang, K. Zhang. PriWe: Recommendation for Privacy Settings of Mobile Apps based on Crowdsourced Users’ Expectations. IEEE International Conference on Mobile Service, June 2015, New York, USA。 Mike Jia, Jiannong Cao, Lei Yang. Optimal Offloading of Concurrent Tasks for Computation-Intensive Applications in Mobile Cloud Computing. IEEE INFOCOM 2014 Workshop on Mobile Cloud Computing, April 27 - May 2, 2014, Canada Lin Xu, Jiannong Cao, Y. Wang, Lei Yang, J. Li. Bejo: Behavior based Job Classification for Resource Consumption Prediction in the Cloud. 6th International Conference on Cloud Computing Technology and Science, Singapore, December 15-18, 2014 Lei Yang, Jiannong Cao, Weiping Zhu, Shaojie Tang. A Hybrid Method for achieving High Accuracy and Efficiency in Object Tracking using Passive RFID. 10th Annual IEEE International Conference on Pervasive Computing and Communications (PerCom), Mar 19-23 2012, Lugano, Switzerland Lei Yang, Jiannong Cao, Shaojie Tang, Tao Li, Alvan Chan. A Framework for Partitioning and Execution of Data Stream Application in Mobile Cloud Computing. 5th IEEE International Conference on Cloud Computing (CLOUD), 2012, USA Weiping Zhu, Jiannong Cao, Yi Xu, Lei Yang, Junjun Kong. Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags. 31st IEEE International Conference on Computer Communications (INFOCOM), March 25-30, 2012, Orlando, USA Chao Ma, Jiannong Cao, Lei Yang, Jun Ma, Tao Li, Junjun Kong. An Approach to Measuring User Relationship Based on Location Trail. 7th Joint Conference on Hormonious Human Man Evironment (HHME), 2011, Beijing, China Lei Yang, Lei Wei, Hongzhou Shi, Q. Liu, D. Yang. Location cloaking algorithms based on regional characteristics. IEEE International Conference on Computer Science and Automation Engineering (CSAE'11), Shang Hai, China

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