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Splunk Practice Environment

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I'd like to set up a practice Splunk environment so that I can practice various install methods of Splunk (clustering, distributed, standalone AIO, etc). I have chosen Linux as my OS build for all of my EC2 instances on AWS, but I am unsure if it would just be easier to set up a 4 or 5 instance environment (Monitoring Console, forwarder, 2 indexers, search head) in Virtualbox? In going that route I know I would need a crap-ton of memory and CPU on each virtual image in order to support Splunk min specs. I just need some good recommendations as to what is going to be the best environment to use in setting up a solid Splunk learning environment that I can practice in. Thanks for your help.

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