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https://issues.apache.org/jira/browse/HADOOP-4558?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12644672#action_12644672
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Vivek Ratan commented on HADOOP-4558:
-------------------------------------

The Capacity Scheduler updates its queue-based data structures on every 
heartbeat, when a task needs to be assigned. What happened here was that a job 
was submitted, but all TTs were running long-running maps and no call to 
assignTasks() was made. Hence the Scheduler never updated its structures and 
was unaware of the 2nd job being added. It's a fairly simple fix - update the 
data structure when a job is added/removed. 

> Scheduler fails to reclaim capacity if Jobs are submitted to queue one after 
> the other
> --------------------------------------------------------------------------------------
>
>                 Key: HADOOP-4558
>                 URL: https://issues.apache.org/jira/browse/HADOOP-4558
>             Project: Hadoop Core
>          Issue Type: Bug
>          Components: contrib/capacity-sched
>    Affects Versions: 0.19.0
>         Environment: Cluster Capacity Maps=Reduces =210 each
> Two Queues: 
> Q1:  default, GC (%) =40, GC=84 (Maps and Reduces each). Reclaim time = 3 
> mins.
> Q2: test_q1, GC (%) =60, GC=126 (Maps and Reduces each) Reclaim time = 2 mins
>            Reporter: Karam Singh
>
> Scheduler fails to reclaim capacity if Jobs are submitted to queue one after 
> the other.
> First job submitted with tasks equal to cluster's M/R Capacity
> Second is submitted to different queue when all tasks of First Job are 
> running, scheduler fails to reclaim capacity for second job.

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