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I understand you are experiencing some downtime for your Google App Engine: 
Flex application. Based on the error you are getting, I was able to find 
the following reasoning behind why you may experience random 503 errors. As 
discussed here 
<https://cloud.google.com/appengine/quotas#When_a_Resource_is_Depleted>[1], 
a possible scenario may be that you have reached the quota limit and the 
downtime you encounter is the period in which the quota requires to be 
replenished. You can explore the details of this further by the 
documentation provided here 
<https://cloud.google.com/appengine/quotas#When_a_Resource_is_Depleted>[1] 
under the section called "When a resource is depleted".  

However, if this quota limit is not the issue then I would encourage you to 
create a private issue on our Public Issue Tracker[2] 
<https://cloud.google.com/support/docs/issue-trackers>. This will allow a 
member of the Google Support team to further investigate this issue for you 
and verify exactly what is occurring on your specific project. 

Hope this helps!


[1]When a resource is depleted: 
https://cloud.google.com/appengine/quotas#When_a_Resource_is_Depleted 

[2]Public issue Tracker: 
https://cloud.google.com/support/docs/issue-trackers 

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