That's the default behavior of tasks: they execute over 10 minutes max. To 
increase that you need to setup a backend and make your tasks execute in 
that backend.

I don't know which language you are using, but I'll link the java 
documentation about that:

https://cloud.google.com/appengine/docs/java/taskqueue/
https://cloud.google.com/appengine/docs/java/modules/

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