Lizhen Cui  Professor Website

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Lizhen Cui    Professor

2005, Ph.D., Computer Science,Shandong University.
2002, M.S., Computer Science,Shandong University.
1999, B.Sc., Mathematics,Shandong University.

WORK EXPERIENCE
Institution: Shandong University
Date From/To: 2006/2008
Degree/Diploma: Lecturer

Institution: Shandong University
Date From/To: 2008/ now
Degree/Diploma: Associate Professor
Institution: Georgia Institute of Technology, USA
Date From/To: Jan,2013/ Jan, 2014
Position: Visiting scholar

Research


Current Research Interests:
1. BigData management and big data analytics
2. Big Data artificial intelligence
3. Service computing and Collaborative computing
4. Software architecture and technology in cloud

Courses


1.Object Oriented Programming(2006-)(taken by 3th year undergraduates)
2.Data warehouse and data mining(2008-)(taken by 3th year undergraduates)
3.Service Science and SOA foundation (2010-) (taken by master students);

Projects


主持科研项目
1. 科学大数据管理系统,国家重点研发计划(SQ2016YFGX060221),2016.7-2019.6
2. 面向复杂大数据应用的数据动态协同分布与均衡控制关键技术研究,国家自然科学基金(61572295),2016-2019.
3. 基于粒度计算的网络服务聚合与协同方法研究,国家自然科学基金(61003253),2011.1-2013.12.
4. 面向大数据创新研发的支撑环境关键技术研究与应用示范,国家科技部创新方法专项(2015IM010200),2015-2017.
5. 高并发移动互联关键技术研发及示范,山东省自主创新重大专项(2015ZDXX0201B03),2015-2017.
6. 无界互联电子商务关键技术研发与应用示范,山东省重点研发计划(2015GGX101015),2015-2017.
7. 面向复杂负载特征和性能需求的云数据库弹性动态平衡问题研究,山东省自然科学基金(ZR2014FM031),2015.1-2017.12.
8. 面向多租户的实例密集型流程调度方法研究, 山东省自然科学基金(ZR2010FQ010) ,2011.1-2013.12.
9. 面向流程的普适应用迁移中间件技术研究,教育部博士点基金新教师项目(200804221031),2008.12-2011.12.
10. 支持跨域共享与服务协同的数据驱动型应用支撑平台,山东省科技发展计划(2009GG10001002),2009.1-2010.12.
11. 基于智能终端设备的CNGI电力需求侧管理与监测网络,国家发改委CNGI专项,2009.01-2010.12
12. 面向服务的web应用开发支撑平台,山东省科技发展计划(2008GG30001005),2008.1-2010.12.
13. 面向流程管理的软件集成开发环境关键技术研究,济南市科技明星计划项目,2008.1- 2010.12.
14. 多租户感知服务系统的服务粒化与重构技术研究, 山东大学自主创新基金(2009TS030), 2010.1-2012.12.
15. 医养结合的智能养老服务关键技术研究开发及应用示范,山东大学交叉学科培育项目(2015JC031),2015.1-2017.12.

Publications


Journal
1. Lizhen Cui Lizhen, Junhua Zhang, Lingxi Yue, Yuliang Shi, Hui Li, Dong Yuan, "A Genetic Algorithm Based Data Replica Placement Strategy for Scientific Applications in Clouds", IEEE Transactions on Services Computing, , no. 1, pp. 1, PrePrints .2015 (CCF B)
2. Shi, Yuliang, Zhongmin Zhou, Li-zhen Cui and Shijun Liu. “A Sub Chunk-Confusion Based Privacy Protection Mechanism for Association Rules in Cloud Services.” International Journal of Software Engineering and Knowledge Engineering 26 (2016): 539-562.(CCF C)
3. Wang Changyuan, Liu Yang, Lu Zongfei,Guo Shanqing*, Cui Lizhen :An Overview of Social Analysis from Different Operators, Accepted by China Communications
4. Yuliang Shi, Kaihui Zhang, Lizhen Cui, Lei Liu, Yongqing Zheng, Shidong Zhang, Han Yu.MapReduce short jobs optimization based on resource reuse, Microprocessors and Microsystems, Available online 18 May 2016.(CCF C)
5. Wenbin Zhang, Yuliang Shi, Lei Liu, Shidong Zhang, Yongqing Zheng, Lizhen Cui, Han Yu. CTP: A scheduling strategy to smooth response time fluctuations in multi-tier website system. Microprocessors and Microsystems, Available online 4 June 2016.(CCF C)
6. Junling Zhang, Shijun Liu, Lizhen Cui, Lei Wu, Li Pan.A Bayesian approach to performance modelling for multi-tenant applications using Gaussian models. IJHPCN 9(1/2): 150-159 (2016)
7. Dong Yuan, Li-zhen Cui, Xiao Liu, Erjiang Fu, Yun Yang.A Cost-Effective Strategy for Storing Scientific Datasets with Multiple Service Providers in the Cloud. CoRR abs/1601.07028 (2016).
8. 何伟, 崔立真­, 任国珍, 李庆忠­, 李婷.移动计算环境下基于动态上下文的个性化Mashup服务推荐. 中国科学:信息科学(中国科学F辑)46(6), 677-697 (2016)(HE Wei, CUI Lizhen, REN Guozhen, LI Qingzhong , LI Ting. A new paradigm for personalized mashup recommendation based on dynamic contexts in mobile computing environments.SCIENTIA SINICA Informationis 46(6), 677-697 (2016)
9. Jianliang Wu, Tingting Cui, Tao Ban, Shanqing Guo, Lizhen Cui. PaddyFrog: systematically detecting confused deputy vulnerability in Android applications. Security and Communication Networks 8(13):2338-2349 (2015) .(CCF C)
10. Jian Wang, Xin-Shun Xu, Shanqing Guo, Lizhen Cui, Xiaolin Wang. Linear unsupervised hashing for ANN search in Euclidean space. Neurocomputing 171: 283-292 (2016).(CCF C)
11. Tiantian Zhang; Lizhen Cui; Meng Xu. A LNS-based data placement strategy for data-intensive e-science applications.Int. J. of Grid and Utility Computing, 2014 Vol.5, No.4, pp.249 – 262
12. 谷连超,崔立真. 一种可伸缩的多租户数据自适应存储方法[J]. 计算机研究与发展, 2014, 51(9): 2058-2069. Gu Lianchao,Cui Lizhen. A Scalable and Self-Adjust Multi-Tenant Data Storage Strategy Under Different SLAs. Journal of Computer Research and Development, 2014, 51(9): 2058-2069.
13. 张甜甜,崔立真,徐猛等.基于Pareto最优的DaaS数据布局策略[J].计算机研究与发展,2014,51(6):1373-1382.
14. Huihui Cai, Lizhen Cui. Cloud Service Composition Based on Multi-Granularity Clustering. Journal of Algorithms & Computational Technology. Volume 8, Number 2 / June 2014:143-162.
15. Huihui Cai and Lizhen Cui. MultiGranular: An effective service composition infrastructure for multi-tenant service composition. International Journal of Multimedia and Ubiquitous Engineering Vol.9, No.6 (2014), pp.171-182.
16. Dong Yuan, Yun Yang, Xiao Liu, Wenhao Li, Lizhen Cui, Meng Xu, Jinjun Chen, "A Highly Practical Approach toward Achieving Minimum Data Sets Storage Cost in the Cloud," IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 6, pp. 1234-1244, June 2013(SCI IF=1.992)(CCF A)
17. Lizhen Cui,Tiantian Zhang,Guangquan Xu,Dong Yuan. A Scheduling algorithm for Multi-Tenants Instance- Intensive Workflows, APPLIED MATHEMATICS & INFORMATION SCIENCES Vol.7-1L (Feb. 2013), PP:99-105(SCI IF=0,731)
18. Wei Guo, Xinjun Wang, and Lizhen Cui, "A Community Cloud Platform Model Supporting Cross-Domain Business Collaboration," International Journal of Computer and Communication Engineering vol. 2, no. 1, pp. 44-47, 2013.
19. 张甜甜,崔立真.基于释放和重构的科学工作流数据布局策略[J].计算机研究与发展,2013,50(z2):71-76.
20. 李婷, 何伟, 崔立真,郑永清.基于用户偏好的个性化流程自主构建方法.计算机集成制造系统(EI),2013, Vol19(8):1906-1912.
21. 崔立真, 谷连超. 基于平台即服务模式的协同应用动态构建与执行方法, 计算机集成制造系统(EI),2012.8,Vol.18(8): 1667-1674
22. 崔立真, 刘士军.云制造PaaS平台中协同过程构建与定制方法, 计算机集成制造系统(EI), 2012.10,Vol.18(10)
23. 徐猛,崔立真,李庆忠.基于扩展图规划的Top-K服务组合方法研究, 电子学报(EI), 2012, 40(7): 1404-1409
24. 崔立真, 田君杰, 王海洋. 基于两阶段规划模型的跨域服务流程动态构造方法. 小型微型计算机系统. 2011,Vol.32(9) :1753-1761.
25. 黄先芝,崔立真,王海洋. 支持网络协同化服务产品设计与运营的分散化业务应用系统. 计算机集成制造系统(EI). 2010,Vol.16(12):2728-2735
26. 郑湃,崔立真,王海洋,徐猛. 云计算环境下面向数据密集型应用的数据布局策略与方法(EI). 计算机学报.2010.Vol.33(8):1472-1480
Conference:
1. Yuliang Shi, Chenfei Sun, Qingzhong Li, Lizhen Cui, Han Yu, Chunyan Miao. A Fraud Resilient Medical Insurance Claim System. AAAI 2016: 4393-4394.(CCF A)
2. Yuliang Shi, Jiwei Huang, Xudong Zhao, Lei Liu, Shijun Liu, Lizhen Cui. Integrating Theoretical Modeling and Experimental Measurement for Soft Resource Allocation in Multi- Tier Web Systems. ICWS2016.(CCF B)
3. Yuliang Shi, Yu Chen, Shibin Sun, Lei Liu, and Lizhen Cui. A Data Services-Based Quality Analysis System for the Life Cycle of Tire Production. ICSOC 2016, Banff, Alberta, Canada.(CCF B)
4. Shuo Zhang, Li Pan, Shijun Liu, Lei Wu, Lizhen Cui, and Dong Yuan. An Optimal and Iterative Pricing Model for Multiclass IaaS Cloud Services. ICSOC 2016, Banff, Alberta, Canada.(CCF B)
5. Chenfei Sun, Yuliang Shi, Qingzhong Li, Li-zhen Cui, Han Yu, Chunyan Miao. A Hybrid Approach for Detecting Fraudulent Medical Insurance Claims: (Extended Abstract). AAMAS 2016: 1287-1288.(CCF B)
6. Teng Liu, Qingzhong Li, Lanju Kong, Lei Liu, Li-zhen Cui. Optimizing Replica Exchange Strategy for Load Balancing in Multienant Databases. WAIM (2) 2016: 430-443.(CCF C)
7. Xiangzhen Xu, Jinghua Fu, Yuliang Shi, Shijun Liu, Lizhen Cui.WISE 2016, Shanghai, China.(CCF C)
8. Cun Ji,Shijun Liu, Yingbo Liu, Chengfei Yang, Lizhen Cui ,Li Pan , Lei Wu. A Self-Evolving Method of Data Model for Cloud-based Machine Data Ingestion. CLOUD 2016, San Francisco, USA.(CCF C)
9. Wei He, Hui Li, Lizhen Cui, Shuoyan Lu. Maximizing the Availability of Process Services in Mobile Computing Environments.SCC 2016, San Francisco, USA.(CCF C)
10. Yuliang Shi, Xudong Zhao, Shanqing Guo, Shijun Liu.Lizhen Cui. SRConfig: An Empirical Method of Interdependent Soft Configurations for Improving Performance in n-Tier Application.SCC 2016, San Francisco, USA.(CCF C)
11. Yi Wei, Shijun Liu, Jiao Sun, Lizhen Cui, Li Pan, Lei Wu .Big datasets for research: A survey on flagship conferences. BigData Congress 2016, San Francisco, USA.
12. Changyuan Wang, Zongfei Lu, Yang Liu, Shanqing Guo*, Xinshun Xu, Shijun Liu, Lizhen Cui. SpatialGraphx: A Distributed Graph Computing Framework for Spatial and Temporal Data at Scale. The 40th IEEE Computer Society International Conference on Computers, Software & Applications(COMPSAC). Atlanta, Georgia, USA, 2016.(CCF C)
13. Xinping Min, Qingzhong Li, Lei Liu and Lizhen Cui. A Permissioned Blockchain Framework for Supporting Instant Transaction and Dynamic Block Size. TrustCom 2016, Tianjin, China.(CCF C)
14. Shibin Sun, Yuliang Shi, Shidong Zhang and Lizhen Cui. A Privacy Protection Mechanism for NoSql Database Based on Data Chunks.TrustCom 2016, Tianjin, China.(CCF C)
15. Yu Chen, Yuliang Shi and Lizhen Cui. Model for Hiding Data Relationships Based on Chunk-Confusion in Cloud Computing. TrustCom 2016, Tianjin, China.(CCF C)
16. Shuai Zhang, Lei Liu, Hui Li, Zongshui Xiao and Lizhen Cui. MTPGraph: A Data-Driven Approach to Predict Medical Risk Based on Temporal Profile Graph. ISPA 2016, Tianjin, China.(CCF C)
17. Zhongmin Zhou, Yuliang Shi, Honglei Zhang, Lizhen Cui. Evaluation Mechanism of Privacy Protection on Dynamic Data Targeted at Data Partition. HPCC/CSS/ICESS 2015: 1524-1529.
18. Wei He, Guozhen Ren, Lizhen Cui, Hui Li. User Behavioral Context-Aware Service Recommendation for Personalized Mashups in Pervasive Environments. APWeb 2015: 683-694
19. Shuangshuang Guo, Lizhen Cui, Shijun Liu, Calton Pu. Combining Fine-Grained Analysis and Scheduling to Smooth Response Time Fluctuations in Multi-tier Services. SCC 2015: 750-753.
20. Yao Yang, Xin-Shun Xu, Xiaolin Wang, Shanqing Guo, Lizhen Cui.Hashing Multi-Instance Data from Bag and Instance Level. APWeb 2015: 437-448.
21. Xiao-Long Liang, Xin-Shun Xu, Lizhen Cui, Shanqing Guo, Xiaolin Wang. SOMH: A Self-Organizing Map Based Topology Preserving Hashing Method, International Conference on Multimedia Modelling, MMM 2016. Part I, LNCS 9516, pp. 337-348, 2016.
22. Chenfei Sun, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Hui Li, Wei Wei.An Effective Hybrid Fraud Detection Method. KSEM 2015: 563-574.
23. Huihui Cai, Li-zhen Cui, Yuliang Shi, Lanju Kong, Zhongmin Yan: Multi-tenant Service Composition Based on Granularity Computing. IEEE SCC 2014: 669-676.
24. Wei He, Qingzhong Li, Li-zhen Cui, Ting Li: A Context-Based Autonomous Construction Approach for Procedural Mashups. ICWS 2014: 487-494
25. Dong Yuan,Xiao Liu, Lizhen Cui, Tiantian Zhang, Wenhao Li, Dahai Cao, Yun Yang. An Algorithm for Cost-Effectively Storing Scientific Datasets with Multiple Service Providers in the Cloud. 2013 IEEE 9th International Conference on e-Science, 23-25, October, 2013, Beijing, China.
26. Lizhen Cui,Jian Li,Yongqing Zheng.A Dynamic Web Service Composition Method Based on Viterbi Algorithm.(ICWS 2012) IEEE 19th International Conference on Web Services.Honolulu, Hawaii, USA.June 24-29, 2012:267-271
27. Yongqing Zheng, Jinshan Pang, Jian Li, Lizhen Cui.Business Process Oriented Platform-as-a-Service Framework for Process Instances Intensive Applications. 2012 IEEE 26th International Parallel and Distributed Processing Symposium(IPDPS 2012).Shanghai,China.2012 May 21-25:2314-2321
28. Lizhen Cui, Zongmin Shang, and Yuliang Shi. A Transaction Management Model Based on Compensation Planning Graph for Web Service Composition. 2011 IEEE International Conference on Web Services(ICWS 2011).Washington, DC, USA.2011.7.4-9: 275-282.
29. Yuliang Shi, Kun Zhang, Bing Liu, Lizhen Cui.A New QoS Prediction Approach Based on User Clustering and Regression Algorithms. 2011 IEEE International Conference on Web Services(ICWS 2011). Washington, DC, USA.2011.7.4-9: 726-727.


Telephone


Addr:No.1500, Shunhua Road, Jinan, Shandong Province, China
Zip Code:250101
Email:clz AT sdu.edu.cn
URL: http://sde.sdu.edu.cn/Contents/ArticleShow.asp?ArticleID=272