
Name: Shoubin DONG
Introduction:
Professor
Room B3-507
School of Computer Science & Engineering
South China University of Technology
Guangzhou Higher Education Mega Centre
510006, Guangzhou
P. R. China
Tel: 86-20-87110014
E-mail: sbdong@scut.edu.cn
Academic Qualifications
2005.12-present Professor, School of Computer Science & Engineering, SCUT; Deputy Director of Guangdong Key Laboratory of Communication & Computer Network (CCNL)
2002.9-2005.11 Associate Professor, School of Computer Science and Engineering, SCUT; Deputy Director of Information Network Research & Engineering Center of SCUT.
2001.9-2002.8 Visiting Scholar, Language Technology Institute (LTI), School of Computer Science (SCS), Carnegie Mellon University (CMU), USA
1997.9-2002.8 Associate Professor, College of Electronic and Information Engineering, SCUT; Deputy Director of Information Network Research & Engineering Center of SCUT
1994.12-1997.8 Assistance Professor, College of Electronic and Information Engineering, SCUT
1991.9-1994.11 Ph.D., Department of Electronic Engineering, University of Science and Technology of China
1988.9-1991.7 M.S., Department of Electronic Engineering, University of Science and Technology of China
1983.9-1988.7 B.S., Department of Electronic Engineering, University of Science and Technology of China
Areas of Professional Interest
Information retrieval, high performance computing, cloud computing, big data analysis
Scientific Honors and Professional Services
Member, IEEE
Member, ACM
Member, CIPSC(Chinese Information Processing Society of China)
Selected Publications
(1)Shoubin Dong, Zetao Huang, Liqun Tang, Xiaoyang Zhang, Yongrou Zhang and Yi Jiang, A three-dimensional collagen-fiber network model of the extracellular matrix for the simulation of the mechanical behaviors and micro structures, Computer Methods in Biomechanics and Biomedical Engineering, 2017
(2)Deyu Tang, Shoubin Dong, Xianfa Cai1, Jie Zhao, A two stage quantum-behaved particle swarm optimization with skipping search rule and weight to solve continuous optimization problem, Neural Computing and Applications, 27:2429-2440, 2016
(3)Wanrong Gu, Shoubin Dong, Personalized News Recommendation Based on Articles Chain Building, Neural Computing and Applications, 27:1263-1272, July 2016
(4)Shoubing Dong, Yannan Yan, Liqun Tang, Junping Meng and Yi Jiang, Simulation of 3D tumor cell growth using nonlinear finite element method, Computer Methods in Biomechanics and Biomedical Engineering, 19(8), 807-18, Jun 2016
(5)Deyu Tang, Shoubin Dong, Intrusive tumor growth inspired optimization algorithm for data clustering. Neural Computing and Applications, 27(2), 349-374, Jan 2016
(6)Deyu Tang, Shoubin Dong, Yi Jiang, Huan Li, Yishuan Huang, ITGO: Invasive tumor growth optimization algorithm, Applied Soft Computing, Vol. 36, Pages: 670-698, Nov 2015
(7)Changyu Liu, Shoubin Dong, Bin Lu, Multimedia Event Detection with L2 Regularized Logistic Gaussian Mixture Regression. Neural Computing and Applications. 26(7): 1561-1574, OCT 2015
(8)Liyun Zuo, Shoubin Dong, Chunsheng Zhu, Lei Shu, Guangjie Han. A Cloud Resource Evaluation Model Based on Entropy Optimization and Ant Colony Clustering, The Computer Journal, (2015) 58 (6): 1254-1266, Jun 2015
(9)Niyoyita Jean Paul, Shoubin Dong. Storage-aware Task Scheduling with Reliable Resource Selection. Journal of Computational Information Systems, 2015, 11(1), 123-131.
(10)Junping Meng, Shoubin Dong, Liqun Tang, and Yi Jiang, A Hybrid Mathematical Model of Tumor-Induced Angiogenesis with Blood Perfusion. Tsinghua Science and Technology, 2014, 19(6): 648-657
(11)Shoubin Dong, Zhou Long, Liqun Tang, Yi Jiang, Yannan Yan. Simulation of growth and division of 3D cells based on finite element method. International Journal of Applied Mechanics, Vol. 6, No. 4 (2014) 1450041
(12)Zhibo Cao, Shoubin Dong. A Redesigned Energy-aware heuristic framework for VM consolidation in Cloud computing. Journal of Supercomputing (2014) 69:429-451, April 2014
(13)Wanrong Gu, Shoubin Dong, Zhizhao Zeng. Increasing Recommended Effectiveness with Markov Chains and Purchase Intervals, Neural Computing and Applications, (2014)25:1153-1162, 2014
(14)Wanrong Gu, Shoubin Dong, Zhizhao Zeng, Jinchao He. An Effective News Recommendation Method for Microblog User. The Scientific World Journal, Volume 2014, Article ID 907515, 14 pages
(15)Zhibo Cao, Shoubin Dong. Based on User-Trust to estimate user runtime in backfilling. Journal of Computational Information Systems. 2014, 10(10): 4443-4450.
(16)Niyoyita Jean Paul, Shoubin Dong. A Data Relocation Method for Heterogeneous Distributed Systems. Journal of Computational Information Systems. 2014, 10(18): 7813-7824.
(17)Changyu Liu, Shoubin Dong, Bin Lu, Alex Hauptmann, Cong Li. Study on Adaptive and Fuzzy Weighted Image Fusion Based on Wavelet Transform in Trinocular Vision of Picking Robot. Journal of Information & Computational Science 11:6 (2014) 1929–1937. April 2014
(18)Changyu Liu, Shoubin Dong, Huiling Li, Bin Lu and Alex Hauptmann, A TPSAC Model and Its Application to Mechanical Cloud Simulation, International Journal of Security and Its Applications, Vol.8, No.1 (2014), pp.45-56
(19)Wanrong Gu, Shoubin Dong, Zhizhao Zeng. HCKP: An Effective Hybrid Classification for Chinese News. Journal of Information & Computational Science 11:9 (2014) 3117-3123, June 10, 2014
(20)Wanrong Gu, Shoubin Dong, Jinchao He. Automatic Prediction Method for Hot News Topics Based on Time-series Analysis. Journal of Computational Information Systems 10: 8 (2014) 3473-3485
(21)Wanrong Gu, Shoubin Dong, Peng Zhang, Jinchao He. ARMIS: An Effective Chinese OOV Words Automatic Recognition and Extraction System. Journal of Computational Information Systems 10: 7 (2014) 2837-2849
(22)Zhibo Cao, Shoubin Dong. Dynamic VM Consolidation for Energy-Aware and SLA Violation Reduction in Cloud Computing, Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2012 13th International Conference on. IEEE, 2012: 363-369.
(23)Ming Tao, Shoubin Dong, Liping Zhang. A multi-strategy collaborative prediction model for the runtime of online tasks in computing cluster grid. Cluster Computing, 2011(14): 199–210.
(24)Tiezhu Zhao, Shoubin Dong, Verdi March. Simon See. Performance Evaluation and Relative Predictive Model of Parallel File System. Journal of Software, 2011, 22(9):2206−2221 (in Chinese)
(25)Shoubin Dong, Tiezhu Zhao. Performance Analysis of Distributed File System for Search Engine. Journal of South China University of Technology, 2011, 39(4):7-14. (in Chinese)
(26)Ming Tao, Shoubin Dong, Kejing He. A New Replication Scheduling Strategy for Grid Workflow Applications. The 6th ChinaGrid Annual Conference (ChinaGrid 2011), IEEE CS, 2011: 74-80.
(27)Tiezhu Zhao, Shoubin Dong, Verdi March, Simon See. Predicting the Parallel File System Performance via Machine Learning. Journal of Computer Research and Development, 2011, 48(7):1202-1215
(28)Shoubin Dong, Hua Yuan, Network Information Retrieval. Xidian University Press, 2010 (in Chinese)
(29)Shoubin Dong, Xin Kong, Liqun Tang, Jie Wu, Yi, Jiang. A parallel computing framework for a tumor growth FEM Simulation. Acta Mechanics Solida Sinica, 2010, 23 (SI): 189-194.
(30)Bin Chen, Shoubin Dong. An Optimized Spam Filter Method Based on AODE. Journal of Computational Information Systems, Volume 6 Number 2, 749-756, Binary Information Press. 2009
(31)Liqun Tang, Yi Jiang, Shoubin Dong, Shun Xu. A finite element model for tumor growth. International Conference on Mutiscale Modeling and Simulation, Banglore, India, 2008
(32)Bin Chen, Shoubin Dong, Weidong Fang. Email Header Feature Study for Improving Bayesian Anti-spam Filter. Journal of Computational Information Systems, Volume 4 Number 3, 1205-1212, 2008
(33)Kejing He, Shoubin Dong and Zhaoyao Zhou, Multigrid Contact Detection Method, Physical Review E, vol. 75(3), 036710, 2007. American Physical Society (APS)
Projects
(1)2015-2019, Guangdong Natural Science Foundation, “Research on the big data management techniques of biological gene based on cloud computing”, PI
(2)2015-2016, Guangdong Science and Technology Key Project, “Mobile game service platform based on the mobile advertisement big data analysis”, PI
(3)2013-2014, Guangzhou Science & Technology Project,” Research and development of Bioinformatics Analysis software and high throughput computing system ”,PI
(4)2013-2014, Guangzhou Science & Technology Project, ”Key techniques of new generation search engine”, PI
(5)2011-2013, Natural Science Foundation of China (NSFC) Project, “A systems modeling and high performance computing approach to study tumor microenvironment and its growth regulation”, PI
(6)2009-2011, China Next Generation Internet (CNGI) project, “Large Scale Distributed Search Engines”, Co-PI
(7)2009-2011, China Next Generation Internet (CNGI) project, “ChinaGrid IPv6 Upgrade”, Co-PI
(8)2008-2010, Guangzhou Science & Technology Project, “Research on Digital Technologies in Guangzhou Asian Games”, PI
(9)2008-2010, National 863 Advanced Technology Project, “Intelligent Chinese search engine”, Co-PI
(10)2008-2010, National Science & Technology Infrastructure Platforms, “Bio-informatics network computing system”, Co-PI
Scientific Awards
(1)Second Rank Award of Scientific and Technological Progress of China, 2008
(2)First Rank Award of Scientific and Technological Progress of Education of China, 2006
(3)Second Price of Technological Invention Award of Guangdong Province, 2005
(4)Excellent Individual of China Education and Research Network (CERNET), 2004
(5)Third Rank Award of Scientific and Technological Progress of Guangzhou, 2001
(6)First Rank Award of Scientific and Technological Progress of Chinese Universities, 2000
(7)Education Network Construction Award from IET Educational Foundation of USA, 1999
(8)Excellent Teacher Award of South China University of China, 1999
Selected Patents of Invention
(1)A modeling method of CPU utilization of virtual machine for cloud data center (ZL 201410294872.3),2017
(2)A news recommendation method based on super-graph ranking (ZL 201410299211.X), 2017
(3)A relationship pair extraction method of Protein-Protein Interaction based on compact features representation,(ZL 201410344712.5), 2017
(4)A spam email filtering system and method based on clustering (ZL 201310476384.X), 2016
(5)Log based task modeling method of gene sequencing (ZL 201310477025.6), 2016
(6)Policy based deployment method of computing tasks and virtual machines for virtualized data center (ZL 201210506689.6),2015
(7)A hierarchical distributed search engine system and implementation (ZL201010290008.8), 2013
(8)An image summarization system and implementation based on page segmentation (ZL 201010275844.9), 2012