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Where to install apps in a distributed environment?

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We have a distributed environment of one search head, one indexer and one deployment server + license master. I'm working on resolving CPU utilization issues right now related to too many scheduled searches running during the day and towards that end, I'm trying to prune extraneous applications. I've noticed that I have a number of applications installed on my Indexer as well as my Search Head and I'm concerned that they are causing scheduled searches to be executed extraneously. On which of those servers do I need to install each application? Both Search Head and Indexer or only the Search Head?

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