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HPC-2019

Acknowledgements

This course relies heavily on other courses and we gratefully acknowledge awesome work done by others - please let us know if reference to other resources is missing or reference is done incorrectly:

  1. Book by Thomas Sterling Matthew Anderson Maciej Brodowicz "High Performance Computing. Modern Systems and Practices" 1st Edition
  2. http://mpitutorial.com/ - one of the best resources to start with MPI
  3. Amazing HPC course with videos, materials and assignments by creator of PyCUDA and PyOpenCL Prof. A. Kloeckner: https://andreask.cs.illinois.edu/Teaching/HPCFall2012
  4. "Введение в параллельное программирование с использованием OpenMP и MPI" by Tomsk State University on Coursera - probably the most approachable course on parallel computing in Russian.
  5. https://classroom.udacity.com/courses/cs344 "Intro to parallel computing" by John Owens and Dave Luebke - this is a must see course on GPU programming - our course is fully following this syllabus.
  6. All materials written by Mark Harris from NVidia (especially on reduce and scan).
  7. https://sites.google.com/lbl.gov/cs267-spr2019/ - Berkeley University course on applications of parallel computers (Aydin Buluc, Jim Demmel, Kathy Yelick)
  8. Various blogs and websites that give tips and tricks on parallel computing.

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