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From "Anne Holler (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-26247) SPIP - ML Model Extension for no-Spark MLLib Online Serving
Date Mon, 03 Dec 2018 21:24:00 GMT

    [ https://issues.apache.org/jira/browse/SPARK-26247?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16707812#comment-16707812
] 

Anne Holler commented on SPARK-26247:
-------------------------------------

Hi, [~skonto], I just attached a pdf of the document to this issue.  [I am a google doc doofus,
apparently, not sure why my attempt to publish the google doc for public access wasn't successful.]

> 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
>         Attachments: SPIPMlModelExtensionForOnlineServing.pdf
>
>
> 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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