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This repository incorporates the material used in experiments for the paper Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification; which was submitted to 5th International Conference on Cloud and Big Data Computing ICCDBC'21, in Liverpool, UK. You can reach the paper via DOI link.

📁 spark

└ naive-bayes.py

    Script that implements Naive-Bayes Classifier using MLlib library of Spark.

📁 mapreduce

└ mahout-nb.sh

    Shell script to use Mahout's NB implementations.

└ convert-to-seq.py

    Script to convert datasets in libsvm format to sequential file format.