Biography
Allison Baker is a Project Scientist III at the National Center for Atmospheric Research (NCAR). Her research interests include high-performance computing, performance analysis, iterative linear solvers, Earth System models, data compression, and verification techniques. She earned her B.S. in Mechanical Engineering from Rice University and her Ph.D. in Applied Mathematics from the University of Colorado in 2003. Then she joined the Center for Applied Scientific Computing at Livermore National Laboratory, where she made contributions to parallel algebraic multigrid methods and preparations for exascale computing as part of the HYPRE solvers team. In 2012, she joined the Application Scalability and Performance group at NCAR and works primarily on improvement efforts for the the Community Earth System Model (CESM). Most recently, she has led the development of tools for determining whether CESM climate runs are statistically distinguishable (for scenarios where bit-for-bit reproducibility is not possible) and an investigation into the feasibility and science implications of applying lossy data compression to CESM output data.
Presentations
Workshop
Big Data
Data Analytics
Data Management
W
Workshop
Applications
Correctness
Debugging
Floating Point
Reliability
Verification
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Workshop
Correctness
Debugging
Reliability
Verification
W
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