Horizontal Pod Autoscaler
Scale pods automatically based on CPU, memory, and custom metrics. Stop guessing replica counts.
Cluster Autoscaler
Automatically add and remove nodes based on pod scheduling pressure. Stop paying for idle VMs.
KEDA: Event-Driven Autoscaling
Scale workloads from zero to N based on external events. Queues, HTTP, cron, and custom triggers.
Virtual Nodes (ACI Integration)
Burst to Azure Container Instances for sudden spikes. Serverless pods with no node management.
Scaling decision tree
Choose the right autoscaling strategy: HPA, VPA, KEDA, Cluster Autoscaler, or Node Autoprovision. Decision tree for every workload type.