Parallel computing and Concurrency

Guy Doulberg Guy Doulberg
Language: English
video in English
The presentation was given on 2019.06.02 at PyCon Israel 2019.

Listing the different concurrency options in python

In the last few years I had to run task currently. In some cases the tasks were running on the same machine, in some case I had tasks running on different machines. I want to share with you the apis, pattern and technologies that I found to do these task.

In particular I will talk about:

  1. Python executor objects
  2. Python asyncio library
  3. 3rd parties for parallel computing (numpy)
  4. Dask

My talk will be based on jupyter notebook and I will try to provide as much examples as possible