更新日期：2018年9月6日
姓 名 杨磊 性 别 男
出生年月 1986年10月 籍贯 湖北仙桃市
民 族 汉族 政治面貌 党员
最后学历 博士研究生 最后学位 哲学博士
技术职称 副教授 导师类别 硕导
行政职务 系主任 Email sely@scut.edu.cn
工作单位 软件学院 邮政编码 510006
通讯地址 广州市大学城华南理工大学B8楼
单位电话


个人简介
副教授，2014年博士毕业于香港理工大学电子计算学系。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。主要研究领域为移动云计算、物联网、大数据处理等。近年来在IEEE Tran. on Mobile Computing、IEEE Tran. on Computers、IEEE PERCOM等国际重要期刊和会议发表论文30余篇。现主持国家自然科学基金项目一项。
工作经历
2016年3月-至今 华南理工大学软件学院， 副教授
2014年11月-2016年2月，香港理工大学博士后
教育经历
2010年7月， 香港理工大学电子计算学系，博士
2007年9月 - 2010年6月，中科院计算所，硕士
2003年9月 - 2007年6月，武汉大学，学士
社会、学会及学术兼职
IEEE 会员、CCF会员，担任多个国际会议TPC成员
研究领域
云计算与边缘计算、物联网、移动计算、大数据
科研项目
移动云计算下针对数据流应用的动态计算切分研究，国家自然科学基金青年项目
移动边缘计算性能建模与优化，华南理工大学中央高校业务经费
基于行为分析的移动应用隐私保护研究，CCF-腾讯犀牛鸟项目
发表论文
?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, accepted, 2018
?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.
?R. Liu, J. Cao, K. Zhang, W. Gao, L. Yang, J. Liang, R. Yu, “Understanding Mobile Users’ Privacy Expectations: A Recommendation-based Method through Crowdsourcing”, IEEETransactions on Services Computing (TSC). PP(99): 1, Online Publish, 2018
?R. Lui, J. Cao, K. Zhang, W. Gao, J. Liang, L. Yang, “When Privacy Meets Usability: Unobtrusive Privacy Permission Recommendation System for Mobile Apps based on Crowdsourcing”, IEEE Transactions on Services Computing Special Issue on Mobile and Cloud Computing Services. PP(99): 1, Online Publish, 2018
?Xu Chen, Qian Shi, Lei Yang, Jie Xu, “ThriftyEdge: Resource-Efficient Edge Computing for Intelligent IoT Applications”, IEEE Network, vol 32, no 1, pp.61-65, 2018
?Haohuang Wen, Lei Yang(*), Zhenyu Wang, “ParGen: A Parallel for Partitioning Data Stream Applications in Mobile Edge Clouds”, IEEE Access, pp.5037 – 5048, 2018
?Yuvraj Sahni, Jiannong Cao, Shigeng Zhang, Lei Yang, “Edge Mesh: A New Paradigm to Enable Distributed Intelligence in Internet of Things”, IEEE Access. 5: 16441-16458 (August 2017) 6/6
?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 (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.
?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 (TPDS). 28(6): 1593-1606 (June 2017). 3/3
?Lei Yang, Jiannong Cao, “Application Repartitioning in the Cloud”, Computer. 50(2):11 (February 2017).
?Lei Yang, Jiannong Cao, S. Tang, D. Han, N. Suri, “Run Time Application Repartitioning in Dynamic Mobile Cloud Environments”, IEEE Transactions on Cloud Computing (TCC). 4(3): 336-348 (July-September 2016). 6/5
?Lei Yang, Jiannong Cao, G. Liang, X. Han, “Cost Aware Service Placement and Load Dispatching in Mobile Cloud Systems”, IEEE Transactions on Computers (TC). 65(5): 1440-1452 (May 2016). 21/19
?Lei Yang, Jianong Cao, W. Zhu, S. Tang, “Accurate and Efficient Object Tracking based on Passive RFID", IEEE Transactions on Mobile Computing (TMC), 2015, 14(11): 2188-2200 26/26
?Lei Yang, Jiannong Cao, H. Cheng, and Y. Ji, “Multi-user Computation Partitioning for Latency Sensitive Mobile Cloud Applications", IEEE Transactions on Computers (TC), 64(8): 2253-2266, 2015 33/33
?R. Liu, J. Cao, L. 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. 4/3
?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, 2016, pp.412-424 5/5
?W. Zhu, J. Cao, Y. Xu, L. Yang, J. Kong, “Fault-Tolerant RFID Reader Localization Based on Passive RFID Tags”, IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 25, Issue 8, pp. 2065 - 2076, 2014 15/15
?C. Ma, J. Cao, L. Yang, J. Ma, Y. He, "Effective social relationship measurement based on user trajectory analysis". J. Ambient Intelligence and Humanized Computing 5(1): 39-50, 2014 4/4
?M. Jia, J. Cao, L. 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 20/20
?L. Xu, J. Cao, Y. Wang, L. 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 1/1
?Di Han, Hai-Li Liang, Xian-Min Shen, Lei Yang. Subscriber dynamic characteristics-based wireless network accessing bandwidth prediction. Int. J. Machine Learning & Cybernetics 5(6): 875-885 (2014) 1/1
?Lei Yang, Jiannong Cao, Y. Yuan, T. Li, A. Han, A. 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 105/102
?Lei Yang, J. Cao, “Computation Partitioning in Mobile Cloud Computing: A Survey”, ZTE Communication. Volume 11, Issue 4, pp.8-17, 2013
?Lei Yang, J. Cao, W. Zhu, S. 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, J. Cao, S. Tang, T. Li, A. 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
?W. Zhu, J. Cao, Y. Xu, Lei Yang, J. 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
?C. Ma, J. Cao, Lei Yang, J. Ma, T. Li, J. 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, L. Wei, J. Ye, H. Shi, “A Location Cloaking Framework and Algorithm for Continuous LBS Requests", Chinese Journal of Computer Engineer, Vol.37, No.9, 2011.
?Lei Yang, L. Wei, H. 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
教学活动
本科生课程：
《软件体系结构》
《数据库系统》
研究生课程：
《云服务》