I could make only simple advise: try Ignite KMeans clusterization over the
data directly stored in Ignite
Please, have look to example  KMeans
<https://github.com/apache/ignite/blob/master/examples/src/main/java/org/apache/ignite/examples/ml/clustering/KMeansClusterizationExample.java>
  

If you will have any questions - write to me or create topic here, on user
list



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