In the relational databases the data sets are always in a pristine condition, making data that way take a lot of time and effort which make the task of handling a big volume of data hard.
As an answer to that problem came the concept of big data which tackles data with making effort into cleaning them or verifying the accuracy of the data when loading it.
Here is my question can we talk about big data when the volume of our relational database is about 50GB and the stored procedure take ages to give a results ?
Big data is the derivation of value from traditional relational database-driven business decision making, augmented with new sources of unstructured data.
Big data opportunities emerge in organizations generating a median of 300 terabytes of data a week. The most common forms of data analyzed in this way are business transactions stored in relational databases, followed by documents, e-mail, sensor data, blogs, and social media.
“Big data is the term increasingly used to describe the process of applying serious computing power—the latest in machine learning and artificial intelligence—to seriously massive and often highly complex sets of information.”
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