Multi-threading in Julia with PARTR - JuliaCon 2019

Multi-threading in Julia with PARTR - JuliaCon 2019

The Julia Programming Language via YouTube Direct link

Outline

2 of 22

2 of 22

Outline

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Multi-threading in Julia with PARTR - JuliaCon 2019

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  1. 1 Welcome!
  2. 2 Outline
  3. 3 What's old?
  4. 4 What's new?
  5. 5 What's coming?
  6. 6 Multithreading examples
  7. 7 Examples - Parallel merge sort
  8. 8 Parallel vs. Single-thread performance (Sort)
  9. 9 Examples - Prime Sieve of Eratosthenes
  10. 10 Parallel vs. Single-thread performance (Prime Sieve)
  11. 11 Examples - Prefix scan
  12. 12 Parallel vs. Single-thread performance (Prefix Scan)
  13. 13 Question - How does this relate to PARTR?
  14. 14 Question - Is the schedule dynamic?
  15. 15 Question - How many threads can be spawned?
  16. 16 Question - Have you thought about alternative threading models?
  17. 17 Question - Is there a reason to use Distributed instead of Threads?
  18. 18 Question - Some low-level details
  19. 19 Question - Does it compose with pmap?
  20. 20 Question - Will the scheduler implement priorities?
  21. 21 Question - What about BLAS native threads?
  22. 22 Wrap-up

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