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Chapter 1.2: The Data Infrastructure



















































               Fig. 1.2.10 Two different infrastructures.


           Without much effort, it is seen that the infrastructures surrounding big data and
           structured data are quite different. The infrastructure surrounding big data is quite simple
           and streamlined. The infrastructure surrounding structured DBMS data is elaborate and
           anything but streamlined.


           There is then no argument as to the fact that there are significant differences between the
           infrastructure of repetitive structured data and repetitive big data.


           What's Being Optimized?




           When looking at the two infrastructures, it is natural to ask—what is being optimized by
           the different infrastructures. In the case of big data, the optimization of the infrastructure
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