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https://issues.apache.org/jira/browse/KUDU-749?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16854764#comment-16854764
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Todd Lipcon commented on KUDU-749:
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Hi [~ZhangYao]. That makes sense to me -- maybe the POC will expose some issue 
that we aren't thinking about, but it's worth trying.

Another thing you could try is to implement "seek before": eg if you are 
looking for the latest delta on row 10, seek instead to row 11 ts=0, and then 
scan left by one entry. This should be possible to implement in O(lgn) time.

> Improve performance for zipfian update
> --------------------------------------
>
>                 Key: KUDU-749
>                 URL: https://issues.apache.org/jira/browse/KUDU-749
>             Project: Kudu
>          Issue Type: Improvement
>          Components: perf, tablet
>    Affects Versions: Private Beta
>            Reporter: Todd Lipcon
>            Priority: Major
>         Attachments: screenshot-1.png, screenshot-2.png
>
>
> A zipfian 50/50 update/read workload on YCSB gets slower and slower until 
> it's pretty intolerable (random reads taking 100+ms of CPU). It seems like 
> all the CPU is spent in DMSIterator::PrepareBatch. We're probably doing 
> something dumb here - let's look for some low hanging fruit to fix this.



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