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iceberg_cube's Introduction

Extracting data CUBE with BUC algorithm

  • Implementation of BUC from the paper

File structure

graph-1

  • master.xlsx is the given excel file
  • output contains the aggregated values and count, where the aggregates are separated by " ~ "
  • "start-end.text" represents the group by is done for columns numbered from start to end
  • pages directory contains all the pages that are preprocessed before restricting the memory
  • There are two version that are implemented, one is with paging while the other one is without paging




Graphs

  • Varying min_support keeping the memory practically unlimited compared to the file size of the excel file

graph-1




  • Varying the memory keeping the constant min_support of 500.

graph-1

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