Horizontal Scaling

Applications designed for horizontal scaling can distribute requests or workloads across multiple replicas. This approach supports elasticity and fault tolerance, but often requires stateless services, shared data strategies, load balancing, and careful coordination across distributed components. The concept gives engineers a way to reason about tradeoffs between reliability, performance, consistency, coupling, operational cost, and development speed.