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https://issues.apache.org/jira/browse/MAPREDUCE-725?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12729714#action_12729714
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rahul k singh commented on MAPREDUCE-725:
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Looked at the JobInProgress's findSpeculativeTask , it doesn't change any state 
of TaskInProgress. We can refactor this method in order to find out if jip has 
any speculative tasks.

We are using hasSpeculative to block a slot on the task tracker. As 
hasSpeculative is very dynamic in nature , there are chances that by the time 
tasktracker comes back for the task , we dont have any speculativeTasks to 
assign, this would mean we would waste some heartbeat and also would lead to 
under utilization. 
This problem is already there with the capacity-scheduler though.

One way of reducing this is to have MIN_SPEC_CAP(in JobInProgress) kind of 
variable in capacity scheduler.

Any thoughts?

> CapacityScheduler.TaskSchedulingMgr.hasSpeculativeTask bypasses HADOOP-2141
> ---------------------------------------------------------------------------
>
>                 Key: MAPREDUCE-725
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-725
>             Project: Hadoop Map/Reduce
>          Issue Type: Bug
>          Components: contrib/capacity-sched
>            Reporter: Arun C Murthy
>            Priority: Critical
>
> CapacityScheduler.TaskSchedulingMgr.hasSpeculativeTask has a duplicate of the 
> old speculation code (pre HADOOP-2141) which needs to be fixed in-order for 
> speculation to work correctly.

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