[
https://issues.apache.org/jira/browse/FLINK-11095?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Aljoscha Krettek updated FLINK-11095:
-------------------------------------
Component/s: (was: Table SQL / API)
> Table based ML Pipeline
> -----------------------
>
> Key: FLINK-11095
> URL: https://issues.apache.org/jira/browse/FLINK-11095
> Project: Flink
> Issue Type: New Feature
> Components: Library / Machine Learning
> Reporter: Weihua Jiang
> Priority: Major
>
> As Table API will be the unified high level API for both batch and streaming,
> it is desired to have a table API based ML Pipeline definition.
> This new table based ML Pipeline shall:
> # support unified batch/stream ML/AI functionalities (train/inference).
> # seamless integrated with flink Table based ecosystem.
> # provide a base for further flink based AI platform/tooling support.
> # provide a base for further flink ML SQL integration.
> The initial design is here
> [https://docs.google.com/document/d/1PLddLEMP_wn4xHwi6069f3vZL7LzkaP0MN9nAB63X90/edit?usp=sharing.]
> And based on this design, I made some initial implementation/prototyping. I
> will share the code later.
> This is the umbrella JIRA. I will create corresponding sub-jira for each
> sub-task.
--
This message was sent by Atlassian JIRA
(v7.6.3#76005)
