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https://issues.apache.org/jira/browse/SPARK-26247?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Felix Cheung updated SPARK-26247:
---------------------------------
Description:
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).
was:
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).
> 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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