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https://issues.apache.org/jira/browse/HADOOP-10597?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ming Ma updated HADOOP-10597:
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    Attachment: MoreRPCClientBackoffEvaluation.pdf

Here are some more evaluation results to compare FIFO RPC queue, FairCallQueue 
without backoff and FairCallQueue with backoff. In general, the more RPC 
connections, the more useful RPC client backoff is.

> Evaluate if we can have RPC client back off when server is under heavy load
> ---------------------------------------------------------------------------
>
>                 Key: HADOOP-10597
>                 URL: https://issues.apache.org/jira/browse/HADOOP-10597
>             Project: Hadoop Common
>          Issue Type: Sub-task
>            Reporter: Ming Ma
>            Assignee: Ming Ma
>         Attachments: HADOOP-10597-2.patch, HADOOP-10597.patch, 
> MoreRPCClientBackoffEvaluation.pdf, RPCClientBackoffDesignAndEvaluation.pdf
>
>
> Currently if an application hits NN too hard, RPC requests be in blocking 
> state, assuming OS connection doesn't run out. Alternatively RPC or NN can 
> throw some well defined exception back to the client based on certain 
> policies when it is under heavy load; client will understand such exception 
> and do exponential back off, as another implementation of 
> RetryInvocationHandler.



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