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Why is one indexer faster at search than the other two - troubleshooting distributed search speed by indexer

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I have three indexers. All configured the same all with the same hardware (16 cores 32 GB ram). I have a simple search for internal data ` index=_internal host=My-License-Manager source=*license_usage.log type="RolloverSummary" earliest=-30d@d` This search runs in just over 5 seconds on indexer #1 and times out on indexer #2 and #3 If I change the time to `earliest=-35d@d latest=-4d@d` indexer #2 returns in 5 seconds but only #3 times out. If I change the time to `earliest=-29d@d latest=-4d@d` all three indexers return results in just over 5 seconds. One day later or one day earlier will cause indexer #2 or #3 to time out. how do I start to troubleshoot what is causing this. I am sure this can't be isolated to this one data set and has to be affecting other data sets as well. I opened a Case `Number 387826 Date/Time Opened 8/23/2016 7:31 AM` with splunk support but no response yet

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