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Tag: multi-dimensional analysis

The ways to make pre-aggregation in multi-dimensional analysis effective

Multidimensional analysis (OLAP) usually requires extremely high response efficiency. When the amount of data involved is large, the performance will be very low if aggregating from detailed data. To solve this problem, a pre-aggregation method to speed up query is usually considered, that is, calculate the results to be queried in advance and read the pre-aggregated results directly at the time of use. In this way, a real-time response can be obtained, so as to satisfy the needs of interactive analysis. However, it would be unrealistic if all possible dimension combinations were pre-aggregated. For example, when we do the full

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2022-11-10 5 SPL Learning Material Tag:Algorithm,multi-dimensional analysis,Pre-Aggregation

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