Latest Autoscaling Articles

Horizontal scaling becomes significantly easier when application instances are interchangeable. A request can reach any healthy instance, failed instances can disappear without losing business state, and new capacity can join the fleet without synchronizing local files or sessions.

Kubernetes autoscaling adjusts application or infrastructure capacity as workload demand changes. Instead of permanently provisioning enough resources for peak traffic, a cluster can add application replicas, increase pod resource allocations, or expand the underlying node pool when additional capac