Differentiate between the Traditional Database System and Big Data Analytics.

Can one be substituted for another?

Text book:

Big Data Big Innovation: Enabling Competitive Differentiation through Business Analytics by Stubbs, Evan (ISBN: 978-1-118-72464-4) Publisher: Wiley