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The Costs

I/O cost

  • the dominant cost   (given current disk technology)

  • measured in terms of pages read, not records read

CPU cost

  • primarily related to computing distance measure D(vobj , vq)

  • can be relatively expensive for some QBIC features

Space

  • need to store data (feature vectors) within page-size chunks

  • access methods typically require additional disk space
    (which can be anywhere from 10% extra to >100% extra)

  • intermediate data structures in memory?


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