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Single-node Hadoop cluster to implement MapReduce K-means and compare complexity with non-parallel K-means algorithms

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JunaidAShaikh/K-Means_Clustering_using_Hadoop

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K-means-Clustering-Using-Hadoop-Map-Reduce

K-means Clustering Using Hadoop Map Reduce

  1. Configured a single-node Hadoop cluster and implemented MapReduce K-means.
  2. Compared time complexity and achieved results with non-parallel K-means for given datasets.
  3. Also, compared non-parallel and parallel K-Means using externals namely Rand Index and Jaccard Coefficient.

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Single-node Hadoop cluster to implement MapReduce K-means and compare complexity with non-parallel K-means algorithms

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