To me big data has something to do with the fact that nowadays, when I ask people (analytics of different sorts) what they want, the sometimes say "I dont know...
Elmasri/Nawathe: Fundamentals of Database Systems. An excellent guide into the relational theories and techniques. Read it first time almost 20 years ago. Very comprehensive, yet easy to understand.