> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Operate

## Docs

- [Autoscaling](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/autoscaling.md): Scales DGD services with the DynamoGraphDeploymentScalingAdapter using KEDA, Kubernetes HPA, or the Dynamo Planner.
- [Rolling Updates](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/rolling-update.md): Updates DGD worker images, resources, and arguments with managed rolling updates across Deployment, Grove, and LWS backends.
- [Disaggregated Inference Communication Guide](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/disagg-communication.md): Best practices for prefill/decode worker communication on Kubernetes
- [Topology-Aware KV Transfer](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/topology-aware-kv-transfer.md): Keep disaggregated prefill and decode KV-cache transfers within a selected topology domain
- [Metrics](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/observability/metrics.md): Collects and visualizes Dynamo component metrics on Kubernetes with kube-prometheus-stack PodMonitors and Grafana.
- [Logging](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/observability/logging.md): Aggregates Dynamo logs on Kubernetes with Grafana Loki and Alloy for cluster-wide log querying.
- [Operator Metrics](https://docs.nvidia.com/dynamo/v1.3.0/kubernetes-deployment/operate/observability/operator-metrics.md): Monitors Dynamo operator health with Prometheus metrics for controller reconciliation, webhooks, and managed resources.