Pivot-based Data Partitioning for Distributed k Nearest Neighbor Mining
This thesis addresses the need for a scalable distributed solution for k-nearest-neighbor (kNN) search, a fundamental data mining task. This unsupervised method poses particular challenges on shared-nothing distributed architectures, where global information about the dataset is not available to ind...
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Digital WPI
2017
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| Online Access: | https://digitalcommons.wpi.edu/etd-theses/1218 https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2217&context=etd-theses |