Kubernetes HPA Simulator

Horizontal Pod Autoscaler - Watch ML Pods Scale in Real-Time

Traffic Control

Requests/sec: 50

Load:

HPA Configuration

Min Replicas

Max Replicas

Target CPU %

Scale Cooldown (s)

Cluster Metrics

2

Running Pods

15%

Avg CPU

45ms

Latency

What's Happening?

The cluster is idle. Increase traffic to see autoscaling in action!

ML Model Pods

Event Log

Generated HPA YAML