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HPC with MATLAB Making parallel programming simple

HPC with MATLAB Making parallel programming simple. Jos Martin, Principal Architect, Parallel Computing Tools jos.martin@mathworks.co.uk. Attributes of MATLAB. Mathematically correct Usable Bug-free Fast. Some Benchmarks. Science (even in HPC) is about the Maths.

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HPC with MATLAB Making parallel programming simple

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  1. HPC with MATLABMaking parallel programming simple Jos Martin, Principal Architect, Parallel Computing Tools jos.martin@mathworks.co.uk

  2. Attributes of MATLAB • Mathematically correct • Usable • Bug-free • Fast

  3. Some Benchmarks

  4. Science (even in HPC) is about the Maths • Don’t make it hard to program • Make expressing parallelism easy • parfor, distributed arrays, spmd, gpuArray, batch • Make it easy to try out • Local cluster with Parallel Computing Toolbox • Scale out to cluster with no code changes

  5. “Simple to use” vs. “Lots of control”

  6. Our Users • Design and tuning of the control system for the International Linear Collider • Queen Mary College, London • Neural Network Design for Matching Heart Transplant Donors with Recipients • Lund University, Sweden • Tomographic Reconstruction of Protein Structure • Max Planck Institute of Biochemistry , Germany

  7. Building and Using Clusters

  8. Thank You

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