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https://issues.apache.org/jira/browse/MAHOUT-1791?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Andrew Palumbo updated MAHOUT-1791:
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Sprint: Jan/Feb-2016 (was: Jan/Feb-2017)
> Automatic threading for java based mmul in the front end and the backend.
> -------------------------------------------------------------------------
>
> Key: MAHOUT-1791
> URL: https://issues.apache.org/jira/browse/MAHOUT-1791
> Project: Mahout
> Issue Type: Improvement
> Affects Versions: 0.11.1, 0.12.0, 0.11.2
> Reporter: Dmitriy Lyubimov
> Assignee: Andrew Musselman
> Priority: Critical
> Fix For: 0.13.0
>
>
> As we know, we are still struggling with decisions which path to take for
> bare metal accelerations in in-core math.
> Meanwhile, a simple no-brainer improvement though is to add decision paths
> and apply multithreaded matrix-matrix multiplication (and maybe even others;
> but mmul perhaps is the most prominent beneficiary here at the moment which
> is both easy to do and to have a statistically significant improvement)
> So multithreaded logic addition to mmul is one path.
> Another path is automatic adjustment of multithreading.
> In front end, we probably want to utilize all cores available.
> in the backend, we can oversubscribe cores but probably doing so by more than
> 2x or 3x is unadvisable because of point of diminishing returns driven by
> growing likelihood of context switching overhead.
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