Lei Huang

 Lei Huang

Lei Huang

  • Courses5
  • Reviews5

Biography

Prairie View A&M University - Computer Science


Resume

  • 2004

    Seismic Micro-Technology

    Prairie View A&M University

    University of Houston

    Prairie View

    Texas

    Research in building a scalable seismic data analytics and processing cloud computing platform

    and developing deep learning applications for the oil & gas industry. Our cloud platform is built on top of Spark and Hadoop with the capability of deep learning. The cloud is capable of storing large seismic data sets

    conducting deep learning experiments

    and visualizing results. We have developed several deep learning models for geological faults detection from seismic volumes on our seismic data analytics cloud.

    Associate Professor

    Prairie View A&M University

    - Redesign

    parallelize and optimize the SMT Kingdom Suite software with OpenMP for seismic data processing and interpretation for the oil/gas industry.\n- Work closely with development teams on performance profiling

    hotspot analysis

    parallelization and performance optimization for multicore systems}

    Seismic Micro-Technology

    Research Assistant Professor

    - Conduct research in the area of high performance computing

    programming models

    compiler optimizations

    programming analysis and performance tuning. \n- Exploit research results and propose innovative ideas for publications and pursue grant proposals from NSF and DOE. \n- Manage ongoing research projects in the research group; Set up the project plans and review the progress. \n- Participate in the OpenMP language committee discussion for new features in OpenMP 3.0.\n- My research work for OpenMP serves as a basis for the recently awarded NSF proposal: ``Extreme OpenMP: A Programming Model for Productive High End Computing''. Work as one of the main contributors in other two successful proposal awards from NSF

    and 1 successful grant award from DOE.

    University of Houston

    Research Assistant

    - Worked on extending OpenMP for Distributed Memory System via Global Arrays (from DOE)

    and parallel program analysis and optimization.\n- Proposed novel OpenMP language extensions and implemented them in the Open64 compiler to evaluate their feasibility and improvements on a variety of large platforms\n- Contributed to the development and release of the OpenUH compiler based on Open64 for OpenMP research\n- Developed the Dragon Analysis Tool based on the Open64 compiler for display the program information

    such as control flow graph/call graph/data dependence/array regions.\n- Published Journal and conference papers

    assisted in proposal writing

    benchmark

    and idea gathering

    University of Houston

  • 2000

    Ph.D.

    High Performance Computing

    parallel language

    compiler technology

    and performance tuning

    Ph.D. Dissertation: Extending OpenMP for Distributed Memory System via Global Arrays. \nAdvisor: Dr. Barbara Chapman

  • 1994

    MS

    Computer Science

  • Signal Processing

    Program Management

    Algorithms

    Analysis

    High Performance Computing

    Machine Learning

    Research

    Pattern Recognition

    Software Development

    Matlab

    Cloud Computing Lab

    Huang

    Lei

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