capacity-planner

GPU allocation for AI and mining is balanced by calculating optimal resource distribution across your NixOS cluster. Run the calculate-capacity.sh script with workload parameters to generate a capacity plan that prevents resource contention and maximizes utilization.

Capacity planning for a NixOS cluster forecasts GPU and CPU resource needs and calculates how to distribute capacity between competing workloads. It clarifies the impact of adding new tasks before deployment and ensures efficient cluster operation.

You can forecast cluster utilization by running the capacity planning script with projected AI workload parameters. It models how new inference tasks impact existing mining operations and outputs an optimized allocation plan for peak performance.

Calculate optimal GPU allocation by running the calculate-capacity.sh script, which evaluates available cluster resources against AI inference and mining demands. The script outputs a capacity plan that balances workloads for efficient operation.

The capacity planner has no external dependencies. It operates as a standalone script within your NixOS environment, requiring only your desired workload parameters to generate a resource allocation and utilization plan.