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openmp-examples

This repository contains OpenMP-examples which I created while learning OpenMP.

I follow Tim Mattson's Introduction to OpenMP video playlist on youtube.

Other useful links are as follows:

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