An open-source container orchestration system for automating software deployment, scaling, and management.
Kubernetes (K8s) provides an elastic infrastructure layer for deploying AI services reliably. With AI models containerized and deployed across a K8s cluster, organizations get automated self-healing, horizontal scaling during inference spikes, and consistent orchestration across multi-cloud or On-Premises GPU nodes.
See also On-Premises, Air-Gapped Environment, Role-Based Access Control and Zero Trust Architecture.