Big Data:Principles and best practices of scalable realtime data systems by Nathan Marz, James Warren (Paperback, 2015)

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As scale and demand increase, so does Complexity. It describes a scalable, easy to understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to use them in practice, and how to deploy and operate them once they're built.