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Posted to issues@spark.apache.org by "Sean R. Owen (Jira)" <ji...@apache.org> on 2020/12/19 14:45:00 UTC

[jira] [Assigned] (SPARK-33518) Improve performance of ML ALS recommendForAll by GEMV

     [ https://issues.apache.org/jira/browse/SPARK-33518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Sean R. Owen reassigned SPARK-33518:
------------------------------------

    Assignee: zhengruifeng

> Improve performance of ML ALS recommendForAll by GEMV
> -----------------------------------------------------
>
>                 Key: SPARK-33518
>                 URL: https://issues.apache.org/jira/browse/SPARK-33518
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 3.1.0
>            Reporter: zhengruifeng
>            Assignee: zhengruifeng
>            Priority: Major
>
> There were a lot of works on improving ALS's {{recommendForAll}}
> For now, I found that it maybe futhermore optimized by
> 1, using GEMV;
> 2, use guava.ordering instead of BoundedPriorityQueue;
>  



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