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https://issues.apache.org/jira/browse/YARN-321?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13706654#comment-13706654
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Vinod Kumar Vavilapalli commented on YARN-321:
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Like I mentioned:
bq. Querying list of apps based on user-name, queue-name etc. To start with, we 
will imitate what JHS does, throw up list of all apps and do the filtering 
client side. But we need a better server side solution.
So for both the CLI and web UI, we will start with a client side basic 
filtering, perhaps coupled with paging on the results. More advanced analytics 
needs a more robust server side solution. I can already imagine file-based 
indices, but a more query friendly storage will be needed - a table view via 
HCat/HBase over HDFS will be a good start.
                
> 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
>
> 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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