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Multi-way Array Aggregation for Cube Computation (MOLAP)

  • Partition arrays into chunks (a small subcube which fits in memory).
  • Compressed sparse array addressing: (chunk_id, offset)
  • Compute aggregates in “multiway” by visiting cube cells in the order which minimizes the # of times to visit each cell, and reduces memory access and storage cost.

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