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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