This scheduler is quite the conflict of interest in that Google controls the 
algorithm and profits from any defects that cause us to have unnecessary 
instances running. Google, please go back to CPU based pricing or some 
metric that aligns both our interests - we should have incentive to write 
efficient code while your job should be to efficiently handle how many 
instances are running.

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