Hi Alex,

Scaling doesn't really happen based on memory, but based on latency and 
number of requests. It's highly tied into your scaling settings (either 
manual, automatic, or basic), and which exact config you have. You can 
lookup this document <https://cloud.google.com/appengine/docs/scaling> that 
contains some information on scaling, or this one 
<https://cloud.google.com/appengine/docs/python/modules/#Python_Instance_scaling_and_class>
 
which explains the configuration you can setup (look a bit further down 
than my link, it includes how to setup the three types of scaling and the 
options available to you)

But to answer "can we have autoscaling when an instance run out of memory", 
not on App Engine directly. One thing you definitely can do is to use 
ManagedVMs <https://cloud.google.com/appengine/docs/managed-vms/> and the 
beta autoscaler <https://cloud.google.com/compute/docs/autoscaler/>, which 
you can set to "target utilization level" based on CPU utilization 
<https://cloud.google.com/compute/docs/autoscaler/scaling-cpu-load-balancing#scale_based_on_cpu_utilization>
.

Since app engine scales a bit differently, there is definitely a way to do 
it, but it would be a workaround that would be way more involved than 
simply switching to ManagedVMs, so I wouldn't recommend it, as it would be 
clunky, might degrade customer experience (by making your whole app a tad 
slower).

Cheers!

On Monday, July 20, 2015 at 4:07:05 PM UTC-4, Alex Kerr wrote:
>
> Hi,
>
> I've got a PHP app running in standard AppEngine. It does use a bit of 
> memory for in-app image manipulation. I'm wondering what happens when there 
> are enough concurrent users of my web app that the current instance(s) 
> don't have the memory to handle more users (i.e. so it's not a CPU load 
> issue, or other things (?) that might cause the app to scale). I don't want 
> the users to see errors or a non-working app, I just want the AppEngine 
> autoscaler to add another instance(s).
>
> Is this how things work? If not, is there a way to get autoscaling to 
> happen on the basis of current instances running out of memory?
>
> Many thanks!
> Alex
>

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