A novel multiprocessor architecture for k-means clustering algorithm based on network-on-chip

@article{Khawaja2016ANM,
  title={A novel multiprocessor architecture for k-means clustering algorithm based on network-on-chip},
  author={Sajid Gul Khawaja and Muhammad Usman Akram and Shoab Ahmed Khan and Ammar Ajmal},
  journal={2016 19th International Multi-Topic Conference (INMIC)},
  year={2016},
  pages={1-5}
}
The k-means clustering is one of the widely used algorithms in Data Mining and Machine Learning domains due to the simplicity, efficiency and scalability involved. The algorithm allocates N data-points or samples to k-clusters employing the minimum distances from respective cluster centroids. Distance calculation is intrinsically a computationally intensive task which is usually accelerated by using specific hardware platforms like Field Programmable Gate Arrays (FPGAs) and Graphic Processing… CONTINUE READING
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