What are the primary compute services offered by AWS, Azure, and GCP, and how do they compare to each other?

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Each of the three major cloud providers offers a core compute service that lets you run virtual machines in the cloud. While the underlying concept is the same, each provider uses different terminology and has unique features worth understanding.