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cs.DS2018
Adaptive MapReduce Similarity Joins
Samuel McCauley, Francesco Silvestri
Similarity joins are a fundamental database operation. Given data sets S and R, the goal of a similarity join is to find all points x in S and y in R with distance at most r. Recen…
cs.DS2018
Set Similarity Search for Skewed Data
Samuel McCauley, Jesper W. Mikkelsen, Rasmus Pagh
Set similarity join, as well as the corresponding indexing problem set similarity search, are fundamental primitives for managing noisy or uncertain data. For example, these primit…