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Material for an IO webinar on Darshan profiling

Shell 0.41% C++ 86.56% CMake 1.14% C 1.20% Starlark 0.61% Python 9.95% HTML 0.05% SCSS 0.07%

io_webinar's Introduction

I/O Benchmarking tutorial

Goal is to profile several codes of increasing complexity. Some material on using Darshan on Archer2 should be produced.

Outline

3D array grid and profile with darshan trough different optimizations

  1. POSIX write per process
  2. MPI-IO independent ( suffers from file locking ? )
  3. MPI-IO collective ( file locking issue eased )
  4. Changing the number of stripes ( OST bandwith limit)
  5. MPI-IO HDF5 ( similar scaling as MPI-IO but with an overhead from many small metadata writes )
  6. MPI-IO Adios2 ( scaling should be much improved )

Possible other factors to explore

  • tuning environment variables
  • looking at verbose output of MPI-IO
  • write 1D contigous array ( no file locking issues )
  • use MPICH_MPIIO_STATS, MPICH_MPIIO_TIMERS, MPICH_MPIIO_HINTS_DISPLAY

Materials

  • Documentation on how to use darshan
  • Slides for following throughout the stack

More information

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