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https://issues.apache.org/jira/browse/CASSANDRA-11035?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15148761#comment-15148761
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DOAN DuyHai commented on CASSANDRA-11035:
-----------------------------------------

Ahhh nice, I'm going to look into it. I'm in touch with a student also doing 
his thesis on a heuristic to optimize the overlap for any given set of keys.

> Use cardinality estimation to pick better compaction candidates for STCS 
> (SizeTieredCompactionStrategy)
> -------------------------------------------------------------------------------------------------------
>
>                 Key: CASSANDRA-11035
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-11035
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Compaction
>            Reporter: Wei Deng
>            Assignee: Marcus Eriksson
>
> This was initially mentioned in this blog post 
> http://www.datastax.com/dev/blog/improving-compaction-in-cassandra-with-cardinality-estimation
>  but I couldn't find any existing JIRA for it. As stated by [~jbellis], 
> "Potentially even more useful would be using cardinality estimation to pick 
> better compaction candidates. Instead of blindly merging sstables of a 
> similar size a la SizeTieredCompactionStrategy." The L0 STCS in LCS should 
> benefit as well.



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