Database Design Challenges

Karthik discusses the complexities of building applications that require data protection and consistency, highlighting the trade-offs between consistency, availability, and partition tolerance as outlined by the CAP theorem. He shares the evolution of their approach from Cassandra to HBase, emphasizing the need for a general-purpose database that balances scalability with consistency and partition tolerance, while also addressing the operational challenges faced as infrastructure evolved.