Bootstrapping Kubernetes Clusters
Stand up Kubernetes clusters with kubeadm using stacked and external etcd topologies, plus certificate rotation and multi-cluster contexts.
Kubernetes
Deploying Demo Applications on Kubernetes
Two end-to-end example apps deployed on Kubernetes: a Node.js + MongoDB app and a Python + MySQL app.
Kubernetes Configuration and Storage
Manage application configuration with ConfigMaps and Secrets, and persist data using Kubernetes volumes.
Kubernetes Custom Resources and GPU Scheduling
Extend the Kubernetes API with Custom Resource Definitions and schedule GPU-backed workloads.
Kubernetes Networking and Service Mesh
Expose applications with Kubernetes Services and add traffic management with the Istio service mesh.
Kubernetes Security and Access Control
Harden a Kubernetes cluster with pod security policies and fine-grained RBAC for users and permissions.
Kubernetes Workloads and Scheduling
Control how Kubernetes schedules and manages workloads: Jobs, StatefulSets, taints/tolerations, affinity rules, health probes and resource limits.
Deploying TensorFlow model as Canary Releases Kubernetes and Istio
Use Istio with Minikube and TensorFlow Serving to create canary deployments of TensorFlow machine learning models!
Integrating Seldon Core with Kafka
Stream predictions in and out of Seldon Core model deployments using Kafka.
Building Inference Graphs with Seldon Core
Compose multi-step inference graphs (transformers, combiners, routers) with Seldon Core.