Xiangrui Meng created SPARK-15447:
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             Summary: Performance test for ALS in Spark 2.0
                 Key: SPARK-15447
                 URL: https://issues.apache.org/jira/browse/SPARK-15447
             Project: Spark
          Issue Type: Task
          Components: ML
    Affects Versions: 2.0.0
            Reporter: Xiangrui Meng
            Priority: Critical


We made several changes to ALS in 2.0. It is necessary to run some tests to 
avoid performance regression. We should test (synthetic) datasets from 1 
million ratings to 1 billion ratings.

cc [~mlnick] [~holdenk] Do you have time to run some large-scale performance 
tests?



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