Seldon Core

Seldon Core Patterns

Production ML model serving on Kubernetes using Seldon Core v2.

When to Activate

• Deploying ML models to Kubernetes
• Setting up canary or shadow deployments for models
• Integrating model serving with Istio service mesh
• Configuring autoscaling for inference workloads
• Building multi-step inference pipelines (pre/post-processing + model)

SeldonDeployment CRD — sklearn Server

apiVersion: machinelearning.seldon.io/v1