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https://issues.apache.org/jira/browse/SOLR-3393?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13527262#comment-13527262
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Shawn Heisey commented on SOLR-3393:
------------------------------------

Followup while going through all my old issues:

I like Adrien's changes to my patch in general, but I still think a slow 
default decay (subtract 1 from each frequency) on autowarm is a good idea.  In 
the interests of making sure it doesn't affect performance much, require a 
minimum time period to elapse before decaying again.

IMHO my previous LFU implementation (the one that actually got committed) is 
total crap and this should just completely replace it.

                
> Implement an optimized LFUCache
> -------------------------------
>
>                 Key: SOLR-3393
>                 URL: https://issues.apache.org/jira/browse/SOLR-3393
>             Project: Solr
>          Issue Type: Improvement
>          Components: search
>    Affects Versions: 3.6, 4.0-ALPHA
>            Reporter: Shawn Heisey
>            Assignee: Hoss Man
>            Priority: Minor
>             Fix For: 4.1
>
>         Attachments: SOLR-3393.patch, SOLR-3393.patch, SOLR-3393.patch, 
> SOLR-3393.patch, SOLR-3393.patch, SOLR-3393.patch, SOLR-3393.patch
>
>
> SOLR-2906 gave us an inefficient LFU cache modeled on 
> FastLRUCache/ConcurrentLRUCache.  It could use some serious improvement.  The 
> following project includes an Apache 2.0 licensed O(1) implementation.  The 
> second link is the paper (PDF warning) it was based on:
> https://github.com/chirino/hawtdb
> http://dhruvbird.com/lfu.pdf
> Using this project and paper, I will attempt to make a new O(1) cache called 
> FastLFUCache that is modeled on LRUCache.java.  This will (for now) leave the 
> existing LFUCache/ConcurrentLFUCache implementation in place.

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