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Parallel-Distributed-Computer-Systems

7th semester (Oct 2016 - Jan 2017)

Series of project to:

  • Understand parallel computer architectures
  • Learn common parallel algorithms and design new ones.
  • Learn how to write parallel programs

Project#1 - Octree

Creation of an octree with the Morton Code technique. The steps done are the following:

  • Hash code calculation
  • Bit interleaving
  • Most significant digit radix sort
  • Reclassification

The serial code was given and the parallel code was made using Cilk, OpenMP and Pthreads.

Language: C

Project#2 - Game of life

Simulation of the cellular automaton Game of Life. The serial code was given and the parallel code was made using MPI and OpenMP.

Language: C

Project#3 - Non local means

MATLAB code was given that implements the pipeline of the Non Local Means algorithm for image denoising. Our task was to improve its performance using CUDA.

Language: MATLAB, CUDA C

Project#4 - Backpropagation

This project implements the parallel version of the Backpropagation algorithm for neural networks training, using CUDA.

Language: C