METHODS AND SYSTEMS FOR DATA REDUCTION IN CLUSTER ANALYSIS IN DISTRIBUTED DATA ENVIRONMENTS

摘要

Systems and methods for data reduction of a data set are included. A computing system may group data points in a data set into a number of data point bubbles represented by a number of representative points. A data point bubble may include a one or more data points from the data set and a representative point from the data set. The computing system may calculate a cluster assignment for the representative point by executing a clustering algorithm using the number of representative points.