In HDFS, we allowed sequential reads and append-only writes. However, we want to be able to random reads and random writes (i.e. a distributed database).

• RDBMS are mainly scaled vertically - more expensive than horizontal scaling
• RDBMS do not support semi-structured data

NoSQL

Consistency (CAP/CAPELC)