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Parallel K-means

In this repository you will find the project for the Multicore Programming course @ Sapienza University of Rome.

Our job was to parallelize the given k-means algorithm and provide 4 implementations using the following technologies:

  • OpenMPI
  • OpenMP
  • CUDA
  • MPI + OpenMP

In the docs folder you can find the handout describing the sequential algorithm, and our report in which we describe the main points of our implementations and do an analysis of the performance for each one.

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Project for Multicore Programming course @ Sapienza University of Rome

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