> 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.

# Planner

## Docs

- [Planner](https://docs.nvidia.com/dynamo/v1.4.2/knowledge-base/modular-components/planner/overview.md): Autoscaler that adjusts prefill and decode replicas using engine performance models and traffic prediction to meet TTFT and ITL SLAs.
- [Planner Guide](https://docs.nvidia.com/dynamo/v1.4.2/knowledge-base/modular-components/planner/planner-guide.md): Configures Planner optimization targets, scaling modes, and PlannerConfig fields for production deployments.
- [Global Planner Deployment Guide](https://docs.nvidia.com/dynamo/v1.4.2/knowledge-base/modular-components/planner/global-planner-guide.md): Deploys GlobalPlanner as the centralized scaling layer for multi-DGD policy enforcement and single-endpoint multi-pool deployments.
- [Planner Examples](https://docs.nvidia.com/dynamo/v1.4.2/knowledge-base/modular-components/planner/planner-examples.md): Examples for custom load predictors and the VirtualConnector for non-Kubernetes scaling environments.
- [Planner Design](https://docs.nvidia.com/dynamo/v1.4.2/knowledge-base/modular-components/planner/planner-design.md)