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Merge pull request #346 from ashwinkumar12345/hc-formula
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updated high cardinality formula note
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ashwinkumar12345 authored Oct 30, 2020
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Expand Up @@ -72,7 +72,7 @@ Only a certain number of unique entities are supported in the category field. Us
(data nodes * heap size * anomaly detection maximum memory percentage) / (entity size of a detector)
```

This formula doesn't take into account the query size limit.
This formula provides a good starting point, test with a representative workload and see how it goes.
{: .note }

For example, for a cluster with 3 data nodes, each with 8G of JVM heap size, a maximum memory percentage of 10% (default), and the entity size of the detector as 1MB: the total number of unique entities supported is (8.096 * 10^9 * 0.1 / 1M ) * 3 = 2429.
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