What is Kubernetes?
DevOps
Kubernetes — An open-source container orchestration platform that automates deployment, scaling, and management of containerized applications. Used to serve ML models at scale.
FAQ
What is Kubernetes?
A system for automating deployment and scaling of containerized applications. It manages where containers run, restarts failed ones, and handles load balancing.
Do I need Kubernetes for ML?
For production at scale, yes. For small deployments, serverless (Lambda, Cloud Run) or simple Docker on EC2 may be sufficient.
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