When increase the timeout (Very large) the issue goes away, however, we start
getting queue size (Unack'd) messages. What I did was bump up the message
queue size and decreased the socket timeout and it works perfectly. 

Is bumping up the queue size an anti-pattern? We do send a lot of tasks to
be executed at once. 





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