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Posted to issues@spark.apache.org by "Anne Holler (JIRA)" <ji...@apache.org> on 2018/12/02 21:46:00 UTC

[jira] [Created] (SPARK-26247) SPIP - ML Model Extension for no-Spark MLLib Online Serving

Anne Holler created SPARK-26247:
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             Summary: 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
             Fix For: 2.1.0


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., wehave ported them forward to 2.3.2).



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