Institute of High Performance Computing

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Computing Science (CS)

Dr. HUYNH Phung Huynh

Dr. HUYNH Phung Huynh


Research Interests:

  • High performance computing (HPC): compiler optimization for GPU, many cores and other accelerators.
  • Parallel computing: framework for parallel programming or scheduling.
  • HPC for data mining and machine learning algorithms.

Qualifications:

  • Ph.D., Computer Science, School of Computing, National University of Singapore, 2009
  • B.Eng., Computer Science and Engineering, Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, 2005

Published Journals/ Articles:

Conferences/Journals

    • [TPDS"14] Efficient GPU Spatial-Temporal Multitasking. Yun Liang, Huynh Phung Huynh (co-first author), Kyle Rupnow, Rick Siow Mong Goh, and Deming Chen. IEEE Transactions on Parallel and Distributed Systems, 2014.
    • [BigData"13] Optimizing the MapReduce Framework on Intel Xeon Phi Coprocessor. Mian Lu, Lei Zhang, Huynh Phung Huynh, Zhong Liang Ong, Yun Liang, Bingsheng He, Rick Siow Mong Goh, and Richard Huynh. IEEE International Conference on Big Data (IEEE BigData"13) 2013.
    • [TPDS"13] Mapping Streaming Applications onto GPU Systems. Huynh Phung Huynh, Andrei Hagiescu, Ong Zhong Liang, Weng-Fai Wong and Rick Siow Mong Goh. IEEE Transactions on Parallel and Distributed Systems, 2013.
    • [EuroPar"13] Hierarchical Parallel Algorithm for Modularity-Based Community Detection using GPUs. Chun Yew Cheong, Huynh Phung Huynh, David Lo and Rick Siow Mong Goh. International European Conference on Parallel and Distributed Computing, 2013.
    • [PPoPP"13] GPGPU for Real-Time Data Analytics. Bingsheng He, Huynh Phung Huynh, Rick Siow Mong Goh. 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013. (Tutorial).
    • [PPoPP"12] Scalable Framework for Mapping Streaming Applications onto Multi-GPU Systems. Huynh Phung Huynh, Andrei Hagiescu, Weng Fai Wong, Rick Siow Mong Goh.17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Feb 2012.
    • [ICPADS"12] GPGPU for Real-Time Data Analytics. Bingsheng He, Huynh Phung Huynh, Rick Siow Mong Goh. 18th IEEE International Conference on Parallel and Distributed Systems, 2012. (Invited Tutorial).
    • [SC"12 Companion] Mapping Streaming Applications onto GPU Systems. Huynh Phung Huynh, Andrei Hagiescu, Weng-Fai Wong, Rick Siow Mong Goh, Abhishek Ray. 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, Salt Lake City, UT, USA, November 10-16, 2012
    • [IPDPS"11] Automated architecture-aware mapping of streaming applications onto GPUs. Andrei Hagiescu, Huynh Phung Huynh, Weng Fai Wong, Rick Siow Mong Goh. IEEE International Parallel and Distributed Processing Symposium 2011.
    • [GTC"11, Singapore] Mapping Framework for Streaming Applications on GPUs. Huynh Phung Huynh. GPU Technology Conference, 2011. (Invited talk)
    • [FPT"10] Efficient Custom Instructions Generation for System-Level Design. Huynh Phung Huynh, Yun Liang, Tulika Mitra. IEEE International Conference on Field Programmable Technology, December 2010.
    • [GTC"10] Migration of a Complete 3D Poisson Solver from Optimized Fortran77 to GPU. Huynh Phung Huynh, Shyh-hao Kuo, Rick Siow Mong Goh, Le Duc Vinh, Terence Hung Gih Guang. GPU Technology Conference, September 2010.
    • [SAMOS"10] Design Space Exploration of Instruction Set Customizable MPSoCs for Multimedia Applications. Unmesh Dutta Bordoloi, Huynh Phung Huynh, Tulika Mitra and Samarjit Chakraborty. The 10th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, July 2010.
    • [SAMOS"09] Runtime Adaptive Extensible Embedded Processors – A Survey. Huynh Phung Huynh and Tulika Mitra. The 9th International Workshop on Systems, Architectures, Modeling, and Simulation, July 2009. (Invited Paper)
    • [DAC"09] Evaluating Tradeoffs in Customizable Processors. Unmesh Dutta Bordoloi, Huynh Phung Huynh, Samarjit Chakraborty and Tulika Mitra. Design Automation Conference, July 2009.
    • [DAC"09] System Level Design Methodologies for Instruction-set Extensible Processors. Huynh Phung Huynh. 12th Annual ACM SIGDA Ph.D. Forum at Design Automation Conference, July 2009.
    • [DATE"09] Runtime Reconfiguration of Custom Instructions for Real-Time Embedded Systems. Huynh Phung Huynh and Tulika Mitra. Design Automation and Test in Europe, April 2009.
    • [DAES-Jnl"09] An Efficient Framework for Dynamic Reconfiguration of Instruction-Set Customization. Huynh Phung Huynh, Edward Sim and Tulika Mitra. Springer Journal of Design Automation for Embedded Systems. (Invited paper for special issue on best papers from CASES 2007).
    • [FPT"08] Processor Customization for Wearable Bio-monitoring Platforms. Huynh Phung Huynh and Tulika Mitra. IEEE International Conference on Field Programmable Technology, December 2008.
    • [CASES"07] An Efficient Framework for Dynamic Reconfiguration of Instruction-Set Customization. Huynh Phung Huynh, Edward Sim and Tulika Mitra. 7th ACM/IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems, October 2007. (Best Paper Award Nomination).
    • [DATE"07] Instruction-Set Customization for Real-Time Embedded Systems. Huynh Phung Huynh and Tulika Mitra. Design Automation and Test in Europe, April 2007

Projects:

    • A*STAR BEP: Curvedness-based Imaging: A Novel Automated & Comprehensive Approach for Ventricular Function Assessment in Heart Failure.$1,342,000. Partners: NHCS. Role: Co - Principal Investigator. 2013 - present.
    • Rolls Royce: An Optimization Methodology for Automatic Blocking Process. $200,000. Role: member. 2013.
    • Orica: Advisory for project Khan II. $70,000. Role: Core member. 2012.
    • Verigy (Singapore) Pte Ltd: Parallelization of Verigy Proprietary Algorithm. $75,000. Role: Core member. 2009-2010.

Honors & Awards

    • FY11 Best Paper Award (Computing Science), A*STAR IHPC.
    • DAC"09 Student Travel Grant.
    • Best Paper Award nomination at CASES"07.
    • Research Scholarship at National University of Singapore, 2005-2009.
    • Scholarship of Vietnam Ministry of Post-Telecom and Motorola Corporation, 2005.
    • University Silver Medal in recognition of the outstanding academic performance among the Bachelor"s graduates of the Department of IT, Ho Chi Minh City University of Technology, Vietnam, 2005.

Others

    • [Technical Program Committee member] International Supercomputing Conference (ISC"14), 2014.
    • [Technical Program Committee member] Design Automation & Test in Europe (DATE"14), 2014.
    • [External Review Committee member] 19th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP"14), 2014.
    • [Technical Program Committee member]International Supercomputing Conference (ISC"13), 2013.
    • [PhD Thesis] Instruction-Set Customization for Multi-Tasking Embedded Systems. Huynh Phung Huynh. Ph.D. Thesis submitted to Department of Computer Science, School of Computing, National University of Singapore.

This page is last updated at: 12-MAR-2014