Advanced Heterogeneous Programming on GPUs with MPI & OmpSs

  • Supercomputing
  • Thursday, 20 March 2025 - Friday, 21 March 2025 From 9.30 am to 5.30 pm
  • There is no registration fee.

The tutorial will motivate the audience on the need for portable, efficient programming models that put less pressure on program developers while still getting good performance for clusters and clusters with GPUs.

More specifically, the tutorial will:

  • Introduce the hybrid MPI/OmpSs parallel programming model for future exascale systems.
  • Demonstrate how to use MPI/OmpSs to incrementally parallelize/optimize.
    • MPI applications on clusters of SMPs, and
    • Leverage CUDA kernels with OmpSs on clusters of GPUs.

The students who finish this course will be able to develop benchmarks and simple applications with the MPI/OmpSs programming model to be executed in clusters and clusters of GPUs, and with the OmpSs@FPGA, to be executed on FPGA boards, like the Zedboard, or Xilinx ZCU102 and Alveo.

Objectiu de l'acte

Motivate the audience on the need for portable, efficient programming models that put less pressure on program developers while still getting good performance for clusters and clusters with GPUs.

T'interessa si ets...

Level: Intermediate or Advanced. INTERMEDIATE: for trainees with some theoretical and practical knowledge; those who finished the beginners course. ADVANCED: for trainees able to work independently and requiring guidance for solving complex problems.