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GLOSSARY > KUBERNETES

Kubernetes

An open-source container orchestration system for automating software deployment, scaling, and management.

Kubernetes (K8s) provides the elastic infrastructure layer necessary for Resilient Deployment Paths. By containerizing AI models and deploying them across a K8s cluster, organizations achieve automated self-healing, horizontal scaling during inference spikes, and seamless orchestration across multi-cloud or On-Premises GPU nodes.