This repository holds the course materials for AMS 250 (Introduction to High Performance Computing), offered in Spring 2018 at University of California, Santa Cruz.
- Lecture 1: Overview, April 3, 2018
- Lecture 2: Parallel Computer Architecture, April 5, 2018
- Lecture 3: Getting Started on NERSC Supercomputers, April 10, 2018
- Lecture 4: Parallel Performance Theory, April 12, 2018
- Lecture 5: OpenMP Primer, April 17, 2018
- Lecture 6: OpenMP Primer, April 19, 2018
- Lecture 7: Parallel Programming Patterns Overview, April 24, 2018
- Lecture 8: Map and Reduce Patterns, April 26, 2018
- Lecture 9: MPI Primer, May 1, 2018
- Lecture 10: MPI Primer, May 3, 2018
- Lecture 11: Parallel Algorithms, May 8, 2018
- Lecture 12: Parallel Performance Tools, May 10, 2018
- Lecture 13: Distributed Machine Learning (part 1 by David Parks and part 2 by Parameswaran Raman), May 15, 2018
- Lecture 14: Knights Landing, May 17, 2018
- Lecture 15: GPU Computing, May 22, 2018
- Lecture 16: GPU Computing, May 24, 2018
- Lecture 17: Advanced MPI, May 29, 2018
- Lecture 18: Parallel Math Libraries, May 31, 2018
- Lecture 19: Parallel IO, June 5, 2018
- Lecture 20: PGAS, June 7, 2018