CNCF [Cloud Native Computing Foundation] Courses

Unleashing the Power of Dynamic Resource Allocation for Just-in-Time GPU Slicing

Explore dynamic GPU allocation in Kubernetes for AI/ML workloads. Learn about InstaSlice, a tool enhancing DRA for efficient GPU slicing without modifying schedulers or queued workloads.

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

How Spotify Recreated Its Entire Backend Without Downtime

Spotify's journey in recreating their Kubernetes infrastructure, migrating millions of pods across thousands of nodes without downtime, and maintaining service for over half a billion listeners.

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

Kubernetes Controllers in Rust - Fast, Safe, and Sane

Explore the benefits and challenges of using Rust for Kubernetes controllers, focusing on reliability, efficiency, and fault tolerance. Learn from Linkerd's experience in adopting Rust for their control plane.

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

Make Your Cluster Fly - Embedding a Multi-Node Kubernetes Cluster in Aircraft Using Puppet and Flux

Explore innovative techniques for deploying and managing a Kubernetes cluster in an aircraft's avionic bay, addressing unique challenges of air-gapped environments and ensuring container availability at 40,000 feet.

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

GPU Sharing and Container Device Interface in Kubernetes Device Plugins

Explore GPU sharing and Container Device Interface in Kubernetes, focusing on efficient resource management for AI/ML workloads and improved device utilization through various sharing mechanisms.

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

Why Kubernetes Is Inappropriate for Platforms and How to Make It Better

Explore Kubernetes limitations for platform building and discover innovative solutions to enhance its architecture for service providers and self-service consumers in cloud-native environments.

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

Securing 900 Kubernetes Clusters - Journey to ValidatingAdmissionPolicies

Explore Mercedes-Benz's journey in securing 900+ Kubernetes clusters, transitioning from Pod Security Policies to ValidatingAdmissionPolicies, and learn about challenges and advantages of native solutions.

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

Unlocking New Platform Experiences with Open Interfaces

Explore how CNCF projects enable serverless experiences on Kubernetes, from simplified development to complex orchestration, with insights on bridging gaps for seamless function-as-a-service workflows.

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

Misconfigurations in Helm Charts - Automated Detection and Mitigation Progress

Explore automated detection and mitigation of Helm Chart misconfigurations. Evaluate tools, discuss common issues, and learn about potential solutions for improving cloud configuration security.

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

Kubernetes Data Protection Working Group Deep Dive

Explore the current state and future of data protection in Kubernetes, including missing functionalities and collaborative efforts to enhance support across multiple SIGs.

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

Database Operators on Kubernetes - Comparison and Results

Comprehensive comparison of six database operators for Kubernetes, evaluating their performance in replication, failover, backups, and recovery scenarios for production environments.

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

Navigating the Software Supply Chain Defense Landscape

Explore software supply chain security tools and frameworks, their integration, and how to select the right combination for comprehensive protection against rising cyber threats.

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

Kubernetes Initial Access Vectors: Security Risks and Mitigations

Explore Kubernetes cluster security, focusing on initial access vectors. Learn about authentication methods, potential vulnerabilities, and real-world attack scenarios. Gain insights on detection strategies using cloud and audit logs.

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

Observability TAG: A Review and the Rise of Gen-AI Observability

Explore CNCF's Observability TAG achievements, including community papers, query language standardization, and AI initiatives. Learn about the future of Gen AI-powered observability in cloud-native environments.

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

VEXinating Container Images: The European Approach to Software Supply Chain Security

Explore VEX implementation for container image security, addressing European legislation and enhancing software supply chain resilience through machine-readable vulnerability management.

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