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  1. Spark
  2. SPARK-16469

Long running Driver task while multiplying big matrices

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • 2.0.0
    • 2.0.0
    • MLlib
    • None

    Description

      We have a use case of multiplying very big sparse matrices. we have about 1000x1000 distributed block matrices multiplication and the simulate multiply goes like O(n^4) (n being 1000). it takes about 1.5 hours. We modified it slightly with classical hashmap and now run in about 30 seconds O(n^2).

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            uzadude Ohad Raviv
            uzadude Ohad Raviv
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