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In ICDE'12, Afrati, Das Sarma, Menestrina, Parameswaran and Ullman proposed similarity join algorithms for MapReduce. In this paper, we evaluate and extend their research, testing their proposed algorithms using edit distance and Jaccard similarity. We provide details of adaptations needed to implement their algorithms based on these similarity measures. We conduct an extensive experimental study...
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