You may want to try out the AppEngine Pipeline API, which handles most of 
the problems of distributing your computational workflow, and allows some 
sort of synchronization. Please, take a look at it: 
http://code.google.com/p/appengine-pipeline/. We use it in production and it 
works like a charm on both Java and Python runtimes.

Hope this helps

-Ronoaldo

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