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From "Stavros Kontopoulos (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-26247) SPIP - ML Model Extension for no-Spark MLLib Online Serving
Date Mon, 03 Dec 2018 21:13:02 GMT

    [ https://issues.apache.org/jira/browse/SPARK-26247?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16707798#comment-16707798
] 

Stavros Kontopoulos commented on SPARK-26247:
---------------------------------------------

[~aholler] could you provide public access to the doc?

> SPIP - ML Model Extension for no-Spark MLLib Online Serving
> -----------------------------------------------------------
>
>                 Key: SPARK-26247
>                 URL: https://issues.apache.org/jira/browse/SPARK-26247
>             Project: Spark
>          Issue Type: Improvement
>          Components: MLlib
>    Affects Versions: 2.1.0
>            Reporter: Anne Holler
>            Priority: Major
>              Labels: SPIP
>
> This ticket tracks an SPIP to improve model load time and model serving interfaces for
online serving of Spark MLlib models.  The SPIP is here
> [https://docs.google.com/a/uber.com/document/d/e/2PACX-1vRttVNNMBt4pBU2oBWKoiK3-7PW6RDwvHNgSMqO67ilxTX_WUStJ2ysUdAk5Im08eyHvlpcfq1g-DLF/pub]
>  
> The improvement opportunity exists in all versions of spark.  We developed our set of
changes wrt version 2.1.0 and can port them forward to other versions (e.g., we have ported
them forward to 2.3.2).



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