Sebastian Kreft added the comment:

Any ideas how to debug this further?

In order to overcome this issue I have an awful workaround that tracks the 
maximum running time of a successful task, and if any task has been running 
more than x times that maximum I consider it defunct, and increase the number 
of concurrent allowed tasks. However, if the problem persist, I eventually will 
have lot of zombie tasks, which will expose some additional problems.

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Python tracker <rep...@bugs.python.org>
<http://bugs.python.org/issue20319>
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