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https://issues.apache.org/jira/browse/KAFKA-2528?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14984276#comment-14984276
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Dong Lin commented on KAFKA-2528:
---------------------------------

[~jkreps] Sorry for late reply. I just test the quota using latest trunk. 
Please find the results below. 

Configuration: The test is run with one broker, one producer performance 
configured with topic=test record-size=10000 --throughput=100000, and one 
console consumer which reads from topic “test” at maximum possible throughput. 
Consumer always runs after producer stops. Bytes-in and bytes-out rates are 
collected using one minute average after the values stabilize.

1) Unlimited quota. Broker’s bytes-in and bytes-out rates are 85 MBps and 250 
MBps.
2) 1 MBps quota for both producer and consumer. Broker’s bytes-in and bytes-out 
rates are 0.95 MBps and 0.98 MBps.
3) 10 MBps quota for both producer and consumer. Broker’s bytes-in and 
bytes-out rates are 9.8 MBps and 9.9 MBps.
4) 50 MBps quota for both producer and consumer. Broker’s bytes-in and 
bytes-out rates are 49 MBps and 49 MBps.

It appears that quota from latest trunk is working correctly now. I didn't try 
to reproduce the problem in the original report, where the broker may have 2 
MBps bytes-in rate in inGraph even when configured with 1 MBps produce quota. 
The difference in result may possibly due to change made in Rate.java in 
https://github.com/apache/kafka/pull/323.




> 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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