Zero Analysis in HFM

Hi All HFM Experts,
As you All know, How HFM Performance could be impacted because of Zeroes.
I would like to get ideas, How best we could track/analyze the Zero in System from FRONT End (Workspace/Thick Client) or at Database Tier
Regards,
Dilip Jain

I have used extracts to analyze the zeros in the system.  You can leverage them in 11.1.2.2 you would want to make sure to do some comparisons on zero's that are loaded and zeros that are calculated and/or consolidated so you would want to take several different extracts and compare them.  If you are pre 11.1.2.2 you would need to leverage Extended Analytics to be able to extract calculated or consolidated zeros.
Rules leveraging a write to file can also support this process as you may have zero's that don't actually get stored but calculations are still triggered on zeros depending on how the calc's are set up, and unnecessary steps get triggered.
Zero's may not be the only item either, if you have ratios that are stored or other calculations in the rules you can watch out for very small numbers that are close to zero, if there are loops on those it can really kill performance.  I have had some excellent success in adding some rounding in various parts of the rules to ensure that iterative calculations stop after some number of iterations, or stop once it gets a few places to the right of the decimal.
Regards
JTF

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