openmp-examples-master.zip

# openmp-examples This repository contains OpenMP-examples which I created while learning OpenMP. I follow Tim Mattson's [Introduction to OpenMP](https://www.youtube.com/watch?v=nE-xN4Bf8XI&list=PLLX-Q6B8xqZ8n8bwjGdzBJ25X2utwnoEG) video playlist on youtube. Other useful links are as follows: - http://bisqwit.iki.fi/story/howto/openmp/ - https://www.viva64.com/en/a/0054/ ### Details I am learning OpenMP because I have a master degree program assignment about running machine learning algorithms in parallel. In addition to OpenMP, I am going to do same things by using Apache Spark. In summary, this is quite a personal playground repository. It does not mean to cover all the details or become a comprehensible tutorial guide. ### Repositories | Name | Description | |------------------|-----------------------------------------------------------------| | hello-mp | Hello world in open-mp | | parallel-loop-1 | traversing a loop in parallel | | avrage-reduction | calculating avg by using `atomic` and `reduction` concepts | | heap-vs-stack | sharing(global) and not sharing data(local) between threads. | | data-sharing | private, first-private, initialization concepts | | integral | calculating integral in various ways to demonstrate approaches | | scheduling | thread scheduling | | linkedlist | consuming linkedlist in multiple threads in a thread-safety way | | Als | movie recommender system using alternating least squares method |