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Here we take request values and divide it by 2. That is the gist, not a ton of complication but reasonable enough to get the job done and see where we are with cloud costs. If cpu is not greater than .5 this division doesn't occur.
This change assumes the researcher projects a limit to their work, ie the requested value in the UI but doesn't assume they know enough to allocate resources across Kubernetes nodes.