Institute of High Performance Computing

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People: Vibrant & Dynamic Culture

People

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Computing Science (CS)

Dr. QIN Zheng

Dr. QIN Zheng


Research Interests:

  • Cloud/Grid Computing
  • Big Data Processing and Analytics
  • Smart Cities
  • Recommender Systems

Qualifications:

  • Ph.D., Electrical and Computer Engineering, National University of Singapore, January 2006
  • B.Eng., Information Engineering, Xi’an JiaoTong University, July 2001

Published Journals/ Articles:

Journals

    • Q. Zheng and B. Veeravalli, ``On the Design of Mutually Aware Optimal Pricing and Load Balancing Strategies for Grid Computing Systems," accepted by IEEE Transactions on Computers.
    • Q. Zheng and B. Veeravalli, ``Utilization-Based Pricing for Power Management and Profit Optimization in Data Centers," Journal of Parallel and Distributed Computing, Elsevier Science, Volume 72, Issue 1, January 2012.
    • Q. Zheng, B. Veeravalli, and C.K. Tham, ``On the Design of Fault-Tolerant Scheduling Strategies Using Primary-Backup Approach for Computational Grids with Low Replication Costs," IEEE Transactions on Computers, Volume 58, Issue 3, March 2009.
    • Q. Zheng and B. Veeravalli, ``On the Design of Communication-Aware Fault-Tolerant Scheduling Algorithms for Precedence Constrained Tasks in Grid Computing Systems with Dedicated Communication Devices," Journal of Parallel and Distributed Computing, Elsevier Science, Volume 69, Issue 3, March 2009.
    • Q. Zheng and G. Mohan, ``LSP Partial Spatial-Protection in MPLS over WDM Optical Networks," IEEE Transactions on Communications, Volume 57, Issue 4, April 2009.
    • Q. Zheng, C.K. Tham, and B. Veeravalli, `` Dynamic Load Balancing and Pricing in Grid Computing with Communication Delay," Journal of Grid Computing, Springer, special issue on Grid Economics and Business Models, Volume 6, Issue 3, September 2008.
    • Q. Zheng and G. Mohan, ``Multi-Layer Protection in IP-over-WDM Networks With and With No Backup Lightpath Sharing," Computer Networks, Elsevier Science, Volume 50, Issue 3, February 2006.
    • Q. Zheng and G. Mohan, ``LSP Protection for Delay-Differentiated Dynamic Traffic in IP-over-WDM Networks with Port Constraints," Computer Communications, Elsevier Science, Volume 29, Issue 9, May 2006.
    • Q. Zheng and G. Mohan, ``Dynamic Protection Using Integrated Routing Approach in IP-over-WDM Networks," Computer Networks, Elsevier Science, Volume 43, Issue 3, October 2003.
    • Q. Zheng and G. Mohan, ``Protection Approaches for Dynamic Traffic in IP/MPLS-over-WDM Networks," IEEE Communications Magazine, Volume 41, Issue 5, May 2003.

Other(s)

    Team Awards:

    • 1st Prize - “Scalable complex system modelling for a sustainable city”, the 6th IEEE International Scalable Computing Challenge (SCALE 2013), in conjunction with the 13th International Symposium on Cluster, Cloud and Grid (CCGrid), Delft, Netherland, May 2013.
    • Best Demo Paper award - “Design and Development of an Adaptive Workflow-Enabled Spatial-Temporal Analytics Framework,” IEEE International Workshop on Scalable Computing for Big Data Analytics, held in conjunction with the 18th IEEE International Conference on Parallel and Distributed Systems (ICPADS), Singapore, Dec 2012.
    • 3rd out of 189 teams worldwide – ACM Recommender Systems (RecSys) Challenge 2013: Yelp Personalized Business Recommendations
    • 2nd Prize – IDA-DEXTRA Data Innovation Challenge 2013 (Phase 1 and Phase 1.5): DSM Predictive Sales Forecasting Challenge
    • 2nd Prize – Inaugural Apps4SG Competition, organized by IDA, Ministry of Finance, Singapore Land Authority, Data.gov.sg, OneMap. App “Route My Day”. 08 Jan 2014. (Media Coverage by The Straits Times, LianHe Zaobao, etc.)

    Professional Services:

    • Industry and Exhibition Chair, IEEE CloudCom 2014, Singapore, Dec. 2014
    • Workshop Chair, the 18th IEEE International Conference on Parallel and Distributed Systems (ICPADS), Singapore, Dec. 2012.
    • Vice Program Chair, the 20th International Heterogeneity in Computing Workshop (HCW), held in conjunction with IEEE IPDPS 2011, Anchorage (Alaska) USA, May 2011.

This page is last updated at: 14-MAY-2014