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Databases & 'Big Data'

Large organizations manage vast amounts of data. Managing "big data" is different than traditional application databases. How do organizations like Google, Amazon and Facebook manage their "big data" systems. What are the challenges these organizations face with managing large systems? In regards to tools and techniques, recommend what could be used to help in managing these systems. With these tools, list their key functions that must be included.

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