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Scaling

Auto-scaling Configuration​

runtime:
  scaling:
    enabled: true
    min_replicas: 2
    max_replicas: 50
    target_cpu: 70
    target_memory: 80
    scale_up_cooldown: 60
    scale_down_cooldown: 300
`

## Scaling Metrics

| Metric | Description |
|--------|-------------|
| **CPU Utilization** | Average CPU usage across executors |
| **Memory Usage** | Memory consumption percentage |
| **Queue Depth** | Number of pending tasks |
| **Data Volume** | Input data size |

## See Also

- [Resource Management](/docs/runtime/resource-management)
- [Caching](/docs/runtime/caching)