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Date: Thu, 5 Jan 2017 19:47:59 +0000 (UTC)
From: "Junping Du (JIRA)" <jira@apache.org>
To: yarn-issues@hadoop.apache.org
Message-ID: <JIRA.13018829.1478525402000.653877.1483645679397@Atlassian.JIRA>
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Subject: [jira] [Updated] (YARN-5846) Improve the fairscheduler
 attemptScheduler
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archived-at: Thu, 05 Jan 2017 19:48:01 -0000


     [ https://issues.apache.org/jira/browse/YARN-5846?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Junping Du updated YARN-5846:
-----------------------------
    Fix Version/s:     (was: 2.7.1)

> Improve the fairscheduler attemptScheduler 
> -------------------------------------------
>
>                 Key: YARN-5846
>                 URL: https://issues.apache.org/jira/browse/YARN-5846
>             Project: Hadoop YARN
>          Issue Type: Improvement
>          Components: fairscheduler
>    Affects Versions: 2.7.1
>         Environment: CentOS-7.1
>            Reporter: zhengchenyu
>            Priority: Critical
>              Labels: fairscheduler
>   Original Estimate: 1m
>  Remaining Estimate: 1m
>
> when I assign a container, we must consider two factor:
>     (1) sort the queue and application, and select the proper request. 
>     (2) then we assure this request's host is just this node (data locality). or skip this loop!
> this algorithm regard the sorting queue and application as primary factor. when yarn consider data locality, for example, yarn.scheduler.fair.locality.threshold.node=1, yarn.scheduler.fair.locality.threshold.rack=1 (or yarn.scheduler.fair.locality-delay-rack-ms and yarn.scheduler.fair.locality-delay-node-ms is very large) and lots of applications are runnig, the process of assigning contianer becomes very slow.
> I think data locality is more important then the sequence of the queue and applications. 
> I wanna a new algorithm like this:
> 	(1) when resourcemanager accept a new request, notice the RMNodeImpl, and then record this association between RMNode and request
> 	(2) when assign containers for node, we assign container by RMNodeImpl's association between RMNode and request directly
> 	(3) then I consider the priority of queue and applation. In one object of RMNodeImpl, we sort the request of association.
> 	(4) and I think the sorting of current algorithm is consuming, in especial, losts of applications are running, lots of sorting are called. so I think we should sort the queue and applicaiton in a daemon thread, because less error of queues's sequences is allowed.
> 	
> 	
> 	
> 	


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