CNCF [Cloud Native Computing Foundation] Courses

Cloud Native Storage - CNCF Storage TAG Projects, Technology and Landscape

Explore CNCF Storage TAG's projects, whitepapers, and ecosystem. Learn about cloud native storage technologies, benchmarking, disaster recovery, and data on Kubernetes. Discover how to contribute and implement these solutions.

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

Advanced Resource Management for Running AI/ML Workloads with Kueue

Explore Kueue's advanced resource management for AI/ML workloads on Kubernetes, including quota-based sharing, priority scheduling, and real-world applications in multi-tenant environments.

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

Navigating the Processing Unit Landscape in Kubernetes for AI Use Cases

Explore specialized processing units for AI/ML workloads in Kubernetes. Learn about GPUs and TPUs, their strengths, and effective implementation strategies for parallel processing in AI applications.

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

Disintegrated Telemetry - The Pains of Monitoring Asynchronous Workflows

Explore challenges and solutions in monitoring asynchronous workflows, including distributed tracing approaches, context propagation, and OpenTelemetry messaging conventions.

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

Persistence Pays Off: The Path to Session Persistence in Gateway API

Explore session persistence in Gateway API, its implementation in Kubernetes, and the design of a standardized API. Learn about challenges, terminology, and the use of Gateway API Metaresources.

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

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