About
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Academic
BIOGRAPHY

Name: Weiwei Lin

Introduction:

I am a professor of School of Computer Science and Engineering (CS), South China University of Technology (SCUT). I received his B.S. and M.S. degrees from Nanchang University, in 2001 and 2004, and received the Ph.D. degree in Computer Application from the South China University of Technology in 2007. I have published more than 70 papers in refereed journals and conference proceedings. My research interests include distributed computing, cloud computing, big data, and AI technologies.

Phone: 0086-13760601797

E-mail: linww@scut.edu.cn

Address:

School of Computer Science and Engineering, South Campus, South China University of Technology, Guangzhou Higher Education Mega Centre, Panyu District, Guangzhou 510006, P.R.China

Research Group: Advanced computing architecture

Research InterestsDistributed computing, cloud computing, big data, AI technologies

Recent and Current Research Projects and Topics

1. “Energy-efficient scheduling models and optimization methods for heterogeneous cloud environments”, supported by the National Natural Science Foundation of China (grant No. 61402183)( 2015.1-2017.12) .

2. “Research and application demonstration of key technologies for big data analysis of massive cloud storage users”, supported by Guangdong Provincial Science and technology projects (No. 2014B010117001), (2015.1 -2017.12)

3. “Research and development of distributed deduplication technology for big data”, supported by Guangdong Provincial Science and technology projects (No. 2014A010103022), (2015.1 -2016.12)

4. “Cloud computing operational service management platform”, supported by Guangdong Province strategic emerging industry project (NO. 2011A010801002)( 2011.6-2013.12) .

5. “Computing model based on form domain fusion”, supported by the National Natural Science Foundation of China (NO. 61070015)( 2011.1-2013.12) .

6. “Research of efficient and reliable cloud storage key technology”, supported by Guangdong Provincial Science and technology projects (No. 2012B010100030), (2012.4 -2013.12)

7. “Research of Cloud data management optimization”, supported by Science and Technology Project Foundation of Guangdong Province. (NO. S2011010001754) (2011.10-2013.10)

8. “Cloud computing-oriented Dynamic Resource Scheduling Algorithms”, supported by Science and Technology Project Foundation of Guangdong Province. (NO. 10451064101005155) (2010.10-2012.10)

Awards and Honors

The South China University of Technology ''Excellent Doctoral Dissertation'' award in October 2008

Selected Publications

    1. Weiwei Lin*, Zilong Zhang, Shaoliang Peng. Academic research trend analysis based on big data technology. International Journal of Computational Science and Engineering,2018,DOI: 10.1504/IJCSE.2017.10016151

    2. Wei-Wei Lin, Wen-Tai Wu, Hao-Yu Wang, James Z. Wang, Ching-Hsien Hsu. Experimental and Quantitative Analysis of Server Power Model for Cloud Data Centers. Future Generation Computer Systems, 2018,86:940-950, DOI: 10.1016/j.future.2016.11.034

    3. Weiwei Lin*, Haoyu Wang, Yufeng Zhang, Deyu Qi, James Z. Wang, Victor Chang. A cloud server energy consumption measurement system for heterogeneous cloud environments. information sciences (2018), ,doi: https://doi.org/10.1016/j.ins.2018.08.032

    4. WenTai Wu, WeiWei Lin*, Ching-Hsien Hsu, LiGang He. Energy-Efficient Hadoop for Big Data Analytics and Computing: A Systematic Review and Research Insights. Future Generation Computer Systems,2018,86:1351-1367,https://doi.org/10.1016/j.future.2017.11.010

    5. Bo liu, Pengfei Li, Weiwei Lin*, Na Shu, Yin Li, Victor Chang. A new Container Scheduling Algorithm Based on Multi-objective Optimization. soft computing, (2018). https://doi.org/10.1007/s00500-018-3403-7

    6. Li Mao, Yin Li, Gaofeng Peng, Xiyao Xu, Weiwei Lin*. A Multi-Resource Task Scheduling Algorithm for Energy-Performance Trade-offs in Green Clouds. Sustainable Computing: Informatics and Systems, accept.

    7. 林伟伟, 王泽涛. 基于遗传算法的Docker集群调度策略. 华南理工大学学报(自然科学版), 2018, 46(3):127-133

    8. Wang X., Qi D., Lin W., Yu M., Zheng Z., Zhou N., & Chen P.. A general framework for big data knowledge discovery and integration.. Concurrency and Computation: Practice and Experience. 2018;e4422. https://doi.org/10.1002/cpe.4422

    9. Xiongwen Pang, Yanqiang Zhou, Pan Wang, Weiwei Lin*, Victor Chang. An Innovative Neural Network Approach for Stock Market Prediction. The Journal of Supercomputing, 2018: 1-21.

    10. Lin Longxin, Weiwei Lin*, and Huang Sibin. Group object detection and tracking by combining RPCA and fractal analysis. Soft Computing 2018, 22(1): 231-242.

    11. Weiwei LinHaoyu WangWentai Wu. A Power Monitoring System based on a Multi-component Power Model. International Journal of Grid and High Performance Computing 2018, 10(1):16-30.

    12. Delong Cui, Zhiping Peng, Jianbin Xiong, Bo Xu, Weiwei Lin. A Reinforcement Learning-based Mixed Job Scheduler Scheme for Grid or IaaS Cloud. IEEE Transactions on Cloud Computing, 2017.

    13. Weiwei Lin, Weiqi Wang, Wentai Wu,Xiongwen Pang, Bo Liu, et al.. A Heuristic Task Scheduling Algorithm Based on Server Power Efficiency Model in Cloud Environments. Sustainable Computing: Informatics and Systems, 2017,DOI:10.1016/j.suscom.2017.10.007

    14. Wentai Wu, Weiwei Lin*, Zhiping Peng. An Intelligent Power Consumption Model for Virtual Machines under CPU-intensive workload in Cloud Environment . Soft Computing.2017, 21(19):57555764.

    15. Weiwei Lin, Ziming Wu, Longxin Lin, Angzhan Wen and Jin Li. An Ensemble Random Forest Algorithm for Insurance Big Data Analysis. IEEE Access2017, 5(11):16568-16575

    16. Weiwei Lin, SiYao Xu, Jin Li, Lingling Xu, Zhiping Peng. Design and theoretical analysis of virtual machine placement algorithm based on peak workload characteristics. Soft Computing. 2017, 21(5): 1301-1314

    17. Naqin Zhou, Deyu Qi,Xinyang Wang,Zhishuo Zheng,Weiwei Lin. A list scheduling algorithm for heterogeneous systems based on a critical node cost table and pessimistic cost table. Concurrency and Computation: Practice and Experience,2017:29(5);e3944

    18. Weiwei lin, Siyao xu, Ligang He, Jin Li. Multi-Resource Scheduling and Power Simulation for Cloud Computing. Information Sciences, 2017, 397: 168-186.

    19. Beibei Li, Bo Liu, Weiwei Lin*, and Ying Zhang. Performance Analysis of Clustering Algorithm under Two kinds of Big Data Architecture. Journal of High Speed Networks, 2017, 23(1): 49-57.

    20. Angzhan Wen, Weiwei Lin*, Yacong Ma, Haoan Xie,and Guoqiang Zhang. News Event Evolution Model based on the Reading Willingness and Modified TF-IDF Formula. Journal of High Speed Networks, 2017, 23(1): 33-47.

    21. Xiongwen Pang, Benshuai Wan, Huifang Li, Weiwei Lin. MR-LDA: An Effient Topic Model for Classifiation of Short Text in Big Social Data. International Journal of Grid and High Performance Computing (IJGHPC),2016, 8(4): 100-113.

    22. 徐思尧,林伟伟*,王子骏. 基于负载高峰特征的虚拟机放置算法. 软件学报, 2016,27(7):1876-1887

    23. Zhiping Peng, Bo Xu1, Antonio Marcel Gates, Delong Cui and Weiwei Lin. A Study of a Multi-Agent Organizational Framework with Virtual Machine Clusters as the Unit of Granularity in Cloud Computing. The Computer Journal, 2016,accept

    24. 林伟伟,吴文泰. 面向云计算环境的能耗测量和管理方法. 软件学报,2016,27(4):1026-1041

    25. Mao L, Qi D Y, Lin W W, Liu B, et al. . An energy-efficient resource scheduling algorithm for cloud computing based on resource equivalence optimization. International Journal of Grid and High Performance Computing (IJGHPC), 2016, 8(2): 43-57.

    26. Weiwei Lin, Wentai Wu, James Z. Wang. A Heuristic Task Scheduling Algorithm for Heterogeneous Virtual Clusters. Scientific Programming, Volume 2016 (2016), Article ID 7040276, 10 pages,http://dx.doi.org/10.1155/2016/7040276.

    27. Wang Xinyang, Liang ? Jiarong , Qi Deyu, lin Weiwei. . The twisted crossed cube. Concurrency and Computation: Practice and Experience, 2016,28: 15071526.

    28. 林伟伟, 朱朝悦. 面向大规模云资源调度的可扩展分布式调度方法. 计算机工程与科学, 2015, 37(11): 1997-2005.

    29. Zhiping Peng,Delong Cui,Jinglong Zuo,Qirui Li,Bo Xu,Weiwei Lin. Random task scheduling scheme based on reinforcement learning in cloud computing. Cluster Computing,doi:1007/s10586-015-0484-2

    30. Zhiping Peng, Delong Cui, Jinglong Zuo, and Weiwei Lin.. Research on Cloud Computing Resources Provisioning Based on Reinforcement Learning. Mathematical Problems in Engineering,Volume 2015 (2015), Article ID 916418, 12 pages. http://dx.doi.org/10.1155/2015/916418

    31. Longxin Lin , Weiwei Lin, Weijun Xiao, Sibin Huang. An Optimized Video Synopsis Algorithm and Its Distributed Processing Model. Soft Computing.doi:10.1007/s00500-015-1823-1.

    32. Li Mao , Deyu Qi , Weiwei Lin, Chaoyue Zhu. A Self-Adaptive Prediction Algorithm for Cloud Workloads. International Journal of Grid and High Performance Computing, 7(2), 65-76

    33. Zhiping Peng; Bo Xu; Marcel Gates, Antonio; Delong Cui; Weiwei Lin. The feasibility and properties of dividing virtual machine resources using the virtual machine cluster as the unit in cloud computing. KSII Transactions on Internet & Information Systems . Jul2015, Vol. 9 Issue 7, p2649-2666. 18p

    34. Weiwei Lin, Chaoyue Zhu, Jin Li, Bo Liu, Huiqiong Lian. Novel Algorithms and Equivalence Optimization for Resource Allocation in Cloud Computing. International Journal of Web and Grid Services, 2015,11(2):193-210

    35. 林龙新, 刘小丽, 全渝娟, 林伟伟. 基于对象的视频摘要算法的实现与加速. 华南理工大学学报: 自然科学版, 2015,43 (5): 92-99.

    36. 郭超,刘波,林伟伟*. 基于Impala的大数据查询分析计算性能研究. 计算机应用研究,201532(5):1330-1334

    37. 陈锐忠, 齐德昱, 林伟伟,李剑. 一种面向非对称多核处理器的虚拟机集成调度算法. 计算机学报, 2014, 37(7): 1466-1477

    38. 涂新莉,刘波,林伟伟* . 大数据研究综述. 计算机应用研究,2014,31(6),1612-1616

    39. Wei-Wei Lin, Chao Yang, Chao-yue zhu, James Z. Wang, Zhi-ping Peng. Energy Efficiency Oriented Scheduling for Heterogeneous Cloud Systems. International Journal of Grid and High Performance Computing, 2014, 6(4): 1-14.

    40. Weiwei Lin, Chen Liang, James Z. Wang, and Rajkumar Buyya. Bandwidth-aware divisible task scheduling for cloud computing. Software: Practice and Experience[J], ISSN: 0038-0644, Wiley Press, New York, USA, 2014,44(2):163174

    41. 林伟伟, 贺品嘉, 刘波. 云存储系统的能耗优化节点管理方法. 华南理工大学学报(自然科学版),2014, 42(1):104-110

    42. Wei-Wei Lin, Liang Tian, James Z. Wang. Novel Resource Allocation Algorithm for Energy-Efficient Cloud Computing in Heterogeneous Environment. Journal of Grid and High Performance Computing (IJGHPC), 2014, 6(1): 63-76.

    43. 林伟伟,刘波,朱良昌,齐德昱. 基于CSP的能耗高效云计算资源调度模型与算法. 通信学报,2013,(12):33~41.(第四届云计算学术大会优秀论文)

    44. Lin Weiwei, Peng Baoyun, Liang Chen, Liu Bo. Novel Resource Allocation Model and Algorithms for Cloud Computing. 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies,9-11 Sept. 2013, 77-82

    45. Yang Chao,Lin Weiwei*, Liu Mingqi. A Novel Triple Encryption Scheme for Hadoop-Based Cloud Data Security. EIDWT2013,9-11 Sept. 2013 ,437-442

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