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https://issues.apache.org/jira/browse/HDFS-599?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12756267#action_12756267
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Raghu Angadi commented on HDFS-599:
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true, essentially we need a simple way to find outliers.
> Average is not robust for this - if you have a couple of dead datanodes
> they'll skew the mean up.
Dead nodes don't contribute to avg. Avg is updated only when there is a
heartBeat.
Also avg need not be just the last heartBeat. Some weight could be given to
previous heartBeat intervals. something like :
new_contribution = current_delay/2 + prev_contribution/2;
prev_contribution = new_contribution;
> Improve Namenode robustness by prioritizing datanode heartbeats over client
> requests
> ------------------------------------------------------------------------------------
>
> Key: HDFS-599
> URL: https://issues.apache.org/jira/browse/HDFS-599
> Project: Hadoop HDFS
> Issue Type: Improvement
> Components: name-node
> Reporter: dhruba borthakur
> Assignee: dhruba borthakur
>
> The namenode processes RPC requests from clients that are reading/writing to
> files as well as heartbeats/block reports from datanodes.
> Sometime, because of various reasons (Java GC runs, inconsistent performance
> of NFS filer that stores HDFS transacttion logs, etc), the namenode
> encounters transient slowness. For example, if the device that stores the
> HDFS transaction logs becomes sluggish, the Namenode's ability to process
> RPCs slows down to a certain extent. During this time, the RPCs from clients
> as well as the RPCs from datanodes suffer in similar fashion. If the
> underlying problem becomes worse, the NN's ability to process a heartbeat
> from a DN is severly impacted, thus causing the NN to declare that the DN is
> dead. Then the NN starts replicating blocks that used to reside on the
> now-declared-dead datanode. This adds extra load to the NN. Then the
> now-declared-datanode finally re-establishes contact with the NN, and sends a
> block report. The block report processing on the NN is another heavyweight
> activity, thus casing more load to the already overloaded namenode.
> My proposal is tha the NN should try its best to continue processing RPCs
> from datanodes and give lesser priority to serving client requests. The
> Datanode RPCs are integral to the consistency and performance of the Hadoop
> file system, and it is better to protect it at all costs. This will ensure
> that NN recovers from the hiccup much faster than what it does now.
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