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https://issues.apache.org/jira/browse/YARN-321?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13789951#comment-13789951
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Vinod Kumar Vavilapalli commented on YARN-321:
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I assumed this is a well known problem so didn't try to eloborate on the WHY's.

My comment above 
(https://issues.apache.org/jira/browse/YARN-321?focusedCommentId=13706553&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-13706553)
 kind of captures the core design. Though code level design doc isn't there yet.

We are about to wrap up stuff on YARN-321 branch - will post a more 
comprehensive doc covering design and implementation details.

In the mean while, if you have specific questions, fire them away.

> Generic application history service
> -----------------------------------
>
>                 Key: YARN-321
>                 URL: https://issues.apache.org/jira/browse/YARN-321
>             Project: Hadoop YARN
>          Issue Type: Improvement
>            Reporter: Luke Lu
>            Assignee: Vinod Kumar Vavilapalli
>         Attachments: HistoryStorageDemo.java
>
>
> The mapreduce job history server currently needs to be deployed as a trusted 
> server in sync with the mapreduce runtime. Every new application would need a 
> similar application history server. Having to deploy O(T*V) (where T is 
> number of type of application, V is number of version of application) trusted 
> servers is clearly not scalable.
> Job history storage handling itself is pretty generic: move the logs and 
> history data into a particular directory for later serving. Job history data 
> is already stored as json (or binary avro). I propose that we create only one 
> trusted application history server, which can have a generic UI (display json 
> as a tree of strings) as well. Specific application/version can deploy 
> untrusted webapps (a la AMs) to query the application history server and 
> interpret the json for its specific UI and/or analytics.



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