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https://issues.apache.org/jira/browse/KAFKA-2528?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14739886#comment-14739886
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Dong Lin commented on KAFKA-2528:
---------------------------------

Yeah I think that is a reasonable expectation.

We have done something similar to what you have described -- in experiment 2, 
when 4 producers produce to a cluster of 4 brokers configured with 10 MBps 
quota per clientId, the broker with most traffic does have ~10 MBps total 
throughput. And when quota is 50 MBps the highest throughput is ~50 MBps as 
well. I didn't record the precision here, but I am pretty sure the deviation is 
< 0.5 MBps.  The error is <5% for 10 MBps total traffic and < 1% for 50 MBps 
total traffic. I think we can say that quota enforcement is accurate when quota 
>= 10 MBps.

However, it does appear problematic that the measured broker throughput can be 
2 MBps when quota is only 1 MBps. I don't have definitive explanation yet. I 
will try replicate this experiment and let you know.

> Quota Performance Evaluation
> ----------------------------
>
>                 Key: KAFKA-2528
>                 URL: https://issues.apache.org/jira/browse/KAFKA-2528
>             Project: Kafka
>          Issue Type: Sub-task
>            Reporter: Dong Lin
>            Assignee: Dong Lin
>         Attachments: QuotaPerformanceEvaluation.pdf
>
>
> In this document we present the results of experiments we did at LinkedIn, to 
> validate the basic functionality of quota, as well as the performances 
> benefits of using quota in a heterogeneous multi-tenant environment.



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