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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