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Rui Mao

CategoryTeam 118

Research Area


Universal data management and analysis in metric space, distance-based/metric-space indexing, content-based similarity query of multimedia/biological data, parallel computing and applications;
data mining, database, statistical methods, machine learning, bioinformatics.

 

Awards/Titles (selected)


  • 2016 Second Level Military Science and Technology Award.
  • 2014 Second Level Science and Technology Award by the Ministry of Education: Personal high performance computer systems based on Loongson CPU.
  • High-Level Professional in Shenzhen (Local-Level Talent), 2019-2023
  • Overseas High-Caliber Personnel in Shenzhen (Level C), 2015-2020

 

Research Projects (selected)


  • PI: “Big data genhierarchy and its effectiveness”, National Key R&D Program of China:2018YFB1003201, 06/2018 ~ 05/2021
  • Co-PI: “A parallel processing system for in-memory computing”, China 863 project: 2015AA015305, 01/2015 ~ 12/2017
  • Co-PI: “Research and development of high productivity computing applicational software framework”, China 863 project: 2012AA01A309, 01/2012 ~ 12/2015
  • PI: “Metric space indexing based on the pivot space model”, NSF-China: 61170076, 01/2012 ~ 12/2015

 

Teaching & Courses at Shenzhen University


 

Working/Education Experience


  • Shenzhen University
    • Professor (2017 – present)
    • Associate Professor (2010 – 2016)
  • Oracle USA corporation, Senior Member of Technical Staff(2007 每 2010)
    • Member of the Streams/GoldenGate group, projects: (1)Automatic split/merge of Streams; (2)XStream JAVA Interface caching; (3)Data comparison
  • The University of Texas at Austin(2001 – 2007)
  • University of Science and Technology of China(1992 – 2000)
    • Master in Computer Application(2000, Advisor: Prof. Liusheng Huang), Bachelor in Computer Science(1997)
    • Member of the National High Performance Computing Center (NHPCC) at Hefei; Team leader (student) of 2 Key Projects of the National 863 High Tech. Program, China:
      • The Anti-Disaster Intelligent Information and Decision Support System of Anhui Province: Second Level National Science and Technology Development Award of China, 2001; Second Level Award of the Chinese Academy of Sciences, 2000
      • The Intelligent Flood-Control & Anti-Pollution Scheduling System of Huaihe River

 

Academic Services (selected)


 

Intellectual Property Rights(selected)


  1. Patent: A modeling method and system for location-based top-k key selection in sliding window, No.: ZL201710864295.0
  2. Patent: A priority query algorithm and system for location-based top-k key selection in sliding window, No.: ZL201710864389.8
  3. Patent: An indexing system for location-based top-k key selection in sliding window, No.: ZL201710864358.2
  4. Patent: A pivot set selection method and device, No.: ZL201610982377.0
  5. Patent: Pivot selection method and device in metric spaces, No.: ZL201610987363.8
  6. Patent: Spatial crowdsourcing task assignment method and system with partial homomorphic encryption, No.: ZL201710533442.6
  7. Patent: Pivot-wise data partitioning method in metric space, No.: ZL201410472953.8
  8. Patent: Indexing and retrieval for arbitrary field of massive URL data, No.: ZL201310554903.X

 

Selected Publications in Metric-space Data Management


    1. Guoliang Chen, Rui Mao*, Kezhong Lu, A parallel computing framework for big data. Frontiers of Computer Science, 2017, 11(4): 608-621.
    2. Guoliang Chen, Rui Mao, Kezhong Lu, Hao Liao, Mingyang Zhou, Gang Liu, and Lian Li. Theoretical foundations of big data computing – parallel and interactive computing. Higher Education Press, 2017.10
    3. Rui Mao, Peihan Zhang, Xingliang Li, Xi Liu, Minhua Lu. Pivot selection for metric-space indexing, International Journal of Machine Learning and Cybernetics, 2016, 7 (2): 311-323.
    4. Guolilang Chen, Rui Mao* and Kezhong Lu. Parallel computing framework for big data. Chinese science bulletin, 2015, 60(5/6): 566-569. (Cover story)
    5. Rui Mao, Honglong Xu, Wenbo Wu, Jianqiang Li, Yan Li, and Minhua Lu. Overcoming the Challenge of Variety: Big Data Abstraction, the Next Evolution of Data Management for AAL Communication Systems. IEEE Communications Magazine, 2015, 53 (1), 42-47.
    6. Rui Mao, Sheng Liu, Honglong Xu, Dian Zhang and Daniel P. Miranker, On Data Partitioning in Tree Structure Metric-Space Indexes, in the Proceedings of The 19th International Conference on Database Systems for Advanced Applications (DASFAA2014), pages 141-155, April 21-24, 2014, Bali, Indonesia.
    7. Rui Mao, Willard L. Miranker and Daniel P. Miranker, Pivot Selection: Dimension Reduction for Distance-Based Indexing, Journal of Discrete Algorithms, Elsevier, Volume 13, May 2012, Pages 32-46.
    8. Rui Mao, Willard L. Miranker and Daniel P. Miranker, Dimension Reduction for Distance-Based Indexing, in the Proceedings of the Third International Conference on SImilarity Search and APplications (SISAP2010), pages 25-32, Istanbul, Turkey, September 18 – 19, 2010. (Best paper)
    9. Rui Mao, Weijia Xu, Neha Singh and Daniel P. Miranker. An Assessment of a Metric Space Database Index to Support Sequence Homology. In the Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE2003), pages 375-382, March 10-12, 2003, Bethesda, MD, USA. (Best paper)

    *The corresponding author

 

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