Database Indexes: Balancing Speed Against System Resources

Database indexes like B-Trees are essential for preventing query slowdowns in large-scale systems, but their overhead can become costly if not properly managed. Understanding index anatomy—from their tree structure to I/O costs—enables developers to optimize for both performance and resource efficiency. This knowledge transforms indexing from a performance hack into a strategic architectural decision.