CNCF [Cloud Native Computing Foundation] Courses

Cloud-Native Dataspaces: Experiences from the German Research Data Ecosystem

Explore cloud-native dataspaces for research data ecosystems, leveraging Kubernetes and open-source tools to enhance data integration, interoperability, and operational efficiency across organizational boundaries.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Apache Kafka Without ZooKeeper - Transitioning to KRaft

Explore Apache Kafka's transition from ZooKeeper to KRaft, its Raft-inspired implementation. Learn about advantages, challenges, and implications for Kafka clusters on Kubernetes and the Strimzi project.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Lessons Learned from Building a Database Operator for Kubernetes

Insights on developing Kubernetes Operators for MongoDB in production environments, covering architectural decisions, performance optimization, and stateful workload management challenges.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Advanced CSI-FUSE Filesystem for AI/ML Data Management in Kubernetes

Explore advanced CSI-FUSE filesystem solutions for efficient AI/ML data management in Kubernetes, addressing cloud storage access challenges and enhancing performance through caching capabilities.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Discover How to Create Your Own Metadata-Driven ML Platform from Scratch

Learn to build a metadata-driven ML platform using open-source tools like Presto and Kubeflow. Explore data lakehouse integration, efficient analytics, and automated ML lifecycle management for effective model deployment.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

From Zero to Hero: Scaling Postgres in Kubernetes Using CloudNativePG

Unleash PostgreSQL's potential in Kubernetes with CloudNativePG. Learn best practices for managing highly available clusters, including architecture, deployment, storage optimization, backup, recovery, scalability, and performance tuning.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Demo of Kubernetes at the Edge for AI Model Deployments

Explore AI model deployment at the edge using Kubernetes, addressing challenges in distributed architectures, data management, and disconnected deployments through a live demo with MLOps pipelines and OpenTelemetry.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

The Kubernetes Hunger Games: Distro Performance in Edge Computing

Explore Kubernetes distros for edge computing: k8s, k3s, KubeEdge, and k2d. Compare performance, use cases, and best practices to choose the right distro for your edge environment needs.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Secure Software Delivery Within Untrusted Environments at Scale with EVE and K3s

Explore secure software delivery in untrusted environments using EVE and K3s. Learn from a major auto manufacturer's case study on modernizing dealership infrastructure for vehicle firmware updates.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Extending Cloud Native Boundaries: Bringing KubeEdge Workloads to AndroidOS

Explore how KubeEdge extends cloud native workloads to AndroidOS, bridging edge and cloud computing. Learn about challenges, solutions, and opportunities in deploying containerized applications on Android devices.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Building Resilient Services on Kubernetes

Discover best practices for building fault-tolerant applications on Kubernetes, eliminating HTTP 5xx errors, and maintaining high performance during deployments and upgrades.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Declarative Event-Driven Application Patterns with Knative Eventing

Explore Knative Eventing APIs for creating declarative Event-Driven Architectures. Learn best practices and implementation of EDA patterns to enhance scalability and efficiency of cloud-native applications.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Navigating the Complexities of Service to Service Invocations - Deep Dive Into Causality

Explore causality in workflows, service meshes, and traces. Learn how Dapr, Istio, and Jaeger visualize dependencies, enhancing system design and troubleshooting for better team collaboration.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

DAPR and WebAssembly - A Symbiosis for Polyglot Application Development

Explore DAPR and WebAssembly integration for building polyglot cloud-native applications. Learn three blueprints covering microservices, serverless, and event-driven architectures to tailor solutions to your needs.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Unleashing the Power of Serverless on Kubernetes with Knative, Crossplane, Dapr, KEDA, and Friends

Explore serverless computing on Kubernetes using Knative, Crossplane, Dapr, and KEDA. Learn to build and extend serverless applications with hands-on examples and custom Kubernetes resources.

• YouTube
• 29 minutes
• Self-Paced
• Free Video