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Great deal of knowledge shared here!
In addition please also take a look at the Engines section of the following KB which applies to on premise environments as well:
https://community.appian.com/support/w/kb/1574/kb-2011-how-to-address-high-memory-usage-in-appian-cloud-environments#Process_Execution_and_Process_Analytics