Beyond SQL and NoSQL: The Rise of Specialized Database Engines

As modern data workloads become increasingly complex, general-purpose databases are no longer sufficient to meet specialized performance demands. This shift toward niche engines like vector and time-series databases represents a fundamental evolution in software architecture for data-intensive systems.