I wrote a blog post about this 
before http://blog.ugorji.net/2011/09/objective-gripes-with-new-google-app.html

In thinking more, it seems like the following knobs should be sufficient to 
give us control over our budgets, and have graceful degradation of 
performance when things get high.
- max-total-instances
- max-idle-instance (which can be set to zero. So any unused instances 
should be shut down. Folks wanting always-on can set this to a higher 
value.)
- min-pending-latency (this is the default value at which a new instance is 
started. If num-instances == max-total-instances, then allow the 
pending-latency to go up to either 15 or 30 seconds before returning a 503 
Service Unavailable).

This could allow Google the simplicity of a minimum set of knobs to start, 
while allowing us control our budget and degrade gracefully.


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