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https://issues.apache.org/jira/browse/TAJO-1397?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14630835#comment-14630835
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ASF GitHub Bot commented on TAJO-1397:
--------------------------------------

Github user jihoonson commented on a diff in the pull request:

    https://github.com/apache/tajo/pull/608#discussion_r34864411
  
    --- Diff: tajo-core/src/main/java/org/apache/tajo/master/QueryManager.java 
---
    @@ -178,35 +174,29 @@ public QueryInfo scheduleQuery(Session session, 
QueryContext queryContext, Strin
         QueryInProgress queryInProgress = new QueryInProgress(masterContext, 
session, queryContext, queryId, sql,
             jsonExpr, plan);
     
    -    synchronized (submittedQueries) {
    -      queryInProgress.getQueryInfo().setQueryMaster("");
    -      submittedQueries.put(queryInProgress.getQueryId(), queryInProgress);
    -    }
    +    queryInProgress.getQueryInfo().setQueryMaster("");
    --- End diff --
    
    How about defining a constant to represent an empty query master host?


> Resource allocation should be fine grained.
> -------------------------------------------
>
>                 Key: TAJO-1397
>                 URL: https://issues.apache.org/jira/browse/TAJO-1397
>             Project: Tajo
>          Issue Type: Improvement
>          Components: QueryMaster, resource manager, Worker
>            Reporter: Hyunsik Choi
>            Assignee: Jinho Kim
>             Fix For: 0.11.0
>
>         Attachments: ResoruceSequence.jpg, TAJO-1397.patch, 
> TAJO-1397_2.patch, old_resource_circuit.png, resource_circuit.png
>
>
> See the comment:
> https://issues.apache.org/jira/browse/TAJO-540?focusedCommentId=14359478&page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#comment-14359478
> From the discussion in TAJO-540
> {quote}
> In general, query (or job) scheduler aims at the maximum resource 
> utilization. For multi-tenancy, we also need to consider the fairness for 
> multiple users (or queries). BTW, the maximum resource utilization and 
> fairness are usually conflict to each other in many cases. To mitigate this 
> problem, many scheduler seems to use preemption approach.
> In this point, our resource and scheduler system has the following problems:
>  * A query exclusively uses allocated resources at the first time until the 
> query is completed or failed.
>  * There is no mechanism to deallocate resources during query processing.
>  * Preempt is also not allowed.
> To achieve the multi tenancy, we should change our resource circulation. 
> Especially, resource allocation must be fine grained instead of per query.
> So, I'll create a jira issue to change the resource circulation. We have to 
> do this issue firstly in my opinion. If we achieve this, implementing 
> multi-tenant scheduler would be much easier than now. It would be a good 
> starting point of this issue.
> {quote}



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