4 ms·

Author here, happy to answer questions.

• vanderZwan 13y ago
  > and in some cases it uses sufficiently little memory that you can run a nanocube in a modern-day laptop. What's the limitation? (I admit that I did not attempt reading the paper yet) EDIT: To reword it, this sentence gives the impression that there could more factors than just plain quantity, and I was wondering if that is the case and what that could be.
  • cscheid 13y ago
    Memory usage gets worse as the number of dimensions increases (because there's more ways in which to build summaries), and also as the number of unique keys increases (because there's more of different things to store). The main advantage nanocubes has is that it's a sparse scheme: previous work on fast data cubes for visualization (immens, for example) use a dense storage scheme, and so memory usage goes up proportionally to the size of the address space instead.