The explosion of new types of data in great volumes from many different sources that has come to be known as big data has resulted in a false premise that lurks on the sidelines of many discussions.

The days of one-size-fits-all, monolithic databases are behind us. As Werner Vogels, CTO and vice president of Amazon.com, said, “Seldom can one database fit the needs of multiple distinct use cases.” ...