Resource Optimization Python Packages

pymaro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

kronos-openstack

PromQL-driven VM placement optimization engine for OpenStack: policies are raw Prometheus queries; the engine plans Nova live migrations to balance or pack host aggregates.

kube-foresight

Predictive Resource Optimizer for Kubernetes — identifies over-provisioned deployments and generates right-sizing patches

azure-cost-optimizer

CLI tool to analyze Azure resources and identify cost optimization opportunities with actionable recommendations