AI engineering glossary · MLOps, LLMOps cloud
What is replicaSet?
ReplicaSet: A Kubernetes controller that keeps a stated number of identical pods running at all times, creating new ones if any disappear. It is usually managed indirectly through a deployment, which creates a new one for each version.
ReplicaSet: an example
If a ReplicaSet is set to 3 pods and a node crashes taking one down, it launches a replacement pod on another node.
Related terms
More MLOps, LLMOps cloud terms
- Resource requests and limits
- Role-based access control
- Rolling update
- Scale to zero
- Secrets management
- Security group
- Serverless
- Service level indicator
Where you learn it
ReplicaSet is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.