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From "Matthias Boehm (JIRA)" <>
Subject [jira] [Resolved] (SYSTEMML-1838) Performance issues sparse/ultra-sparse binary read
Date Tue, 15 Aug 2017 20:05:01 GMT


Matthias Boehm resolved SYSTEMML-1838.
       Resolution: Fixed
         Assignee: Matthias Boehm
    Fix Version/s: SystemML 1.0

> Performance issues sparse/ultra-sparse binary read
> --------------------------------------------------
>                 Key: SYSTEMML-1838
>                 URL:
>             Project: SystemML
>          Issue Type: Bug
>            Reporter: Matthias Boehm
>            Assignee: Matthias Boehm
>             Fix For: SystemML 1.0
> Recent experiments with PageRank (20 iterations) on a 1M x 1M, sp=0.001 input showed
that the actual iterations are indeed very fast, at peak memory bandwidth (i.e., ~500ms per
iteration in CP only) but the initial read is unnecessarily slow, and thus dominating the
entire execution time. For example, in this scenario, the read took 41s. 
> This task aims to improve the read performance of sparse and ultra-sparse matrices into

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