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  1. Spark
  2. SPARK-28866

Persist item factors RDD when checkpointing in ALS

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    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • 3.0.0
    • 3.0.0
    • ML
    • None

    Description

      In ALS ML implementation, if `implicitPrefs` is false, we checkpoint the RDD of item factors, between intervals. Before checkpointing and materializing RDD, this RDD was not persisted. It causes recomputation. In an experiment, there is performance difference between persisting and no persisting before checkpointing the RDD.

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              viirya L. C. Hsieh
              viirya L. C. Hsieh
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                Updated:
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