Hi Daniel,
actually you are running the profile inside tomcat. You should take a snapshot 
and then drill down to the functions where the actual recommendation takes 
place. The current screenshots also contains some profiles from Tomcat threads 
which are sleeping a lot and therefore taking a lot of time.

Further the screenshots does not contain the amount how often the different 
functions are called.

You have to profile multiple requests alone. The CacheItemSimilarity gets 
filled therefore it should go faster and faster.

On 01.12.2011, at 15:11, Daniel Zohar wrote:

> @Manuel thanks for the tips. I have installed VisualVM and followed are the
> results
> I did two sampling -
> - With the optimized SamplingCandidateItemsStrategy (
> http://pastebin.com/6n9C8Pw1): http://static.inky.ws/image/934/image.jpg
> - Without the optimized SamplingCandidateItemsStrategy:
> http://static.inky.ws/image/935/image.jpg
> 

The big hot spot is the function FastIDSet.find():

Optimized: 13,759 s
Unoptimized: 246,487 s

So you see that your optimization already got you a performance boost of 2000%.

Did you play around with the CacheItemSimilarity cache sizes?

/Manuel

-- 
Manuel Blechschmidt
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Twitter: http://twitter.com/Manuel_B

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