what are the major challenges of mining a huge amount of data (e.g billions of tuples) in comparison with mining a small amount of data (e.g data set of a few hundred tuple)?
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Performance issues: These include efficiency, scalability, and parallelization of data mining algorithms. Efficiency and scalability of data mining algorithms: To effectively extract information from a huge amount of data in databases, data mining algorithms must be efficient and scalable.
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