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https://issues.apache.org/jira/browse/MAPREDUCE-5026?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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sam liu updated MAPREDUCE-5026:
-------------------------------

    Attachment: HDFS-4527.patch

replace Statics with Statistics
                
> For shortening the time of TaskTracker heartbeat, decouple the statics 
> collection operations
> --------------------------------------------------------------------------------------------
>
>                 Key: MAPREDUCE-5026
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-5026
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>          Components: performance, tasktracker
>    Affects Versions: 1.1.1
>            Reporter: sam liu
>              Labels: patch
>             Fix For: 1.1.1
>
>         Attachments: HDFS-4527.patch, HDFS-4527.patch
>
>   Original Estimate: 24h
>  Remaining Estimate: 24h
>
> In each heartbeat of TaskTracker, it will calculate some system statics, like 
> the free disk space, available virtual/physical memory, cpu usage, etc. 
> However, it's not necessary to calculate all the statics in every heartbeat, 
> and this will consume many system resource and impace the performance of 
> TaskTracker heartbeat. Furthermore, the characteristics of system 
> properties(disk, memory, cpu) are different and it's better to collect their 
> statics in different intervals.
> To reduce the latency of TaskTracker heartbeat, one solution is to decouple 
> all the system statics collection operations from it, and issue separate 
> threads to do the statics collection works when the TaskTracker starts. The 
> threads could be three: the first one is to collect cpu related statics in a 
> short interval; the second one is to collect memory related statics in a 
> normal interval; the third one is to collect disk related statics in a long 
> interval. And all the interval could be customized by the parameter 
> "mapred.stats.collection.interval" in the mapred-site.xml. At last, the 
> heartbeat could get values of system statics from the memory directly.

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