CNCF [Cloud Native Computing Foundation] Courses

Network Policies in Kubernetes: Scalability and Testing Framework

Explore scalability limits of Kubernetes Network Policies, learn about a new testing framework, and discover tools to translate user requirements into testing profiles for different network plugins.

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

Comparing Sidecar-Less Service Mesh from Cilium and Istio

Explore sidecar-less service mesh implementations in Cilium and Istio, comparing architectures, design decisions, and tradeoffs for mutual authentication, ingress, and observability in cloud-native networking.

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

AI-Assisted Runbooks - Instigating Precision and Efficiency in Kubernetes Operations

Explore AI-assisted runbooks for optimizing Kubernetes environments, integrating CNCF tools to create automated, context-aware solutions that enhance troubleshooting and streamline operations with data-driven generative AI.

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

An Acronym-Free Introduction to Software Supply Chain Security

Explore principles and practices for securing software supply chains without jargon. Learn about open-source projects, standards, and common terms to enhance your understanding of this rapidly evolving field.

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

Expanding Argo CD Content Management Using OCI Artifacts - Panel Discussion

Explore OCI Artifacts as a method for packaging and storing Argo CD resources, expanding content management options beyond Git and Helm. Learn implementation strategies and practical examples.

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

The Good, the Bad, and the Missing Parts of Kubeflow

Explore Kubeflow's strengths, weaknesses, and future developments as an MLOps platform based on user feedback and upcoming release plans.

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

AutoML and Training Working Group Updates - Kubeflow Developments

Explore AutoML and Training Working Group updates for Kubeflow, including Katib's V1 API graduation, advanced parameter distribution, and LLM tuning, plus Training Operator's roadmap for enhanced ML framework support.

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

Space-Age GitOps - The Rise of the Humble Pull Request

Explore next-gen GitOps practices using pull requests for improved scalability, visibility, and automation in deployment processes, addressing common pain points in organizations.

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

Efficient Integration of Kubeflow Tools - ISS Data Case Study on Anomaly Detection

Explore Kubeflow's integrated tools for ML workflows through an ISS anomaly detection case study, showcasing Dask, Katib, PyTorch Operator, and KServe in a unified KFP pipeline.

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

The Platform Rock-Paper-Scissors - Build, Adopt, Buy

Explore strategies for building, adopting, or buying platform components. Learn from experts about decision-making, budget management, and long-term implications in constructing effective cloud-native platforms.

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

Unlocking the Power of Multi-Tenancy in ArgoCD - A Journey with Expedia Group

Explore Expedia's innovative approach to ArgoCD multi-tenancy, featuring streamlined permissions, GitOps-driven projects, and Island Architecture challenges for efficient Kubernetes orchestration and flexible deployments.

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

WASI and the Cloud - A Game-Changing Duo for Cloud-Native Development

Explore WebAssembly Components and WASI-cloud for portable, cross-platform app development. Learn how these technologies enable efficient, stateless applications with local-prod parity and fast startup times.

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

The Rendered Manifests Pattern - Revealing True Desired State in GitOps

Explore the Rendered Manifests pattern for GitOps, enhancing visibility and control in Kubernetes deployments by storing rendered manifests instead of abstractions in Git repositories.

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

Make Descheduler Smarter and Safer - Applying Reinforcement Learning in Descheduling Strategies

Explore how Reinforcement Learning enhances descheduling strategies for complex workload environments, improving resource management and addressing fragmentation without disrupting production services.

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

Departure from the SDK and Plugin Framework - Adding Rust to Tofu

Explore writing Tofu plugins in Rust using gRPC, showcasing a prototype framework and sample provider with advanced features, and learn about publishing via GitHub releases.

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