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Batch Job typically takes 3-4 minutes to complete, yesterday it took nearly 3 hours

I've ran several hundred Batch Jobs and this scenario has occurred a small handful of times.  My code has erratic behavior when this scenario occurs.  My code is simply interacting with an API and updating some data on Firebase.

What could possibly cause this? I'd love some insight on how to prevent it. Thank you. 

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