CNCF [Cloud Native Computing Foundation] Courses

Dynamic Sampling in Practice

Explore dynamic sampling techniques for telemetry data, focusing on tail sampling methods to capture rare events and optimize data collection while maintaining accuracy and representativeness.

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

Unlocking the Full Potential of GPUs for AI Workloads on Kubernetes

Explore Dynamic Resource Allocation for GPUs in Kubernetes, enabling advanced features like controlled sharing, multi-model support, and flexible constraints for AI workloads.

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

SIG-Multicluster Introduction and Deep Dive - Managing Multiple Kubernetes Clusters

Explore SIG-Multicluster's solutions for managing multiple Kubernetes clusters, including best practices, current projects, and future directions. Learn how to contribute and shape the multi-cluster Kubernetes landscape.

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

Kubernetes Data Protection Working Group Deep Dive

Explore Kubernetes data protection efforts, current state, future plans, and opportunities for collaboration in this Working Group deep dive by Google's Xiangqian Yu.

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

Journey of Building a Kubernetes Platform: Successes, Failures, and Valuable Lessons Learned

Explore the evolution of a unified Kubernetes platform, from inception to implementation, highlighting key successes, challenges, and insights gained during the development process.

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

Clean Up on Aisle Cloud - Leveraging Compliance-as-Code for Cloud Security

Leveraging compliance-as-code and open-source tools like Cloud Custodian to address security misconfigurations and ensure compliance in public cloud environments for large enterprises.

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

Best Practice of Machine Learning Platform Storage Based on CubeFS

Explores OPPO's use of CubeFS to build a scalable, cost-effective storage system for their machine learning platform, supporting massive data capacity and billions of small files in a hybrid cloud environment.

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

OTTL Me Why: Transforming Telemetry in the OpenTelemetry Collector - Just Got Better

Explore OpenTelemetry Transformation Language (OTTL) for processing telemetry data in the OpenTelemetry Collector. Learn use cases, best practices, and future developments for effective data transformation and routing.

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

Energy Observability Using Kepler - Revolutionizing Cloud Efficiency

Explore Kepler, an innovative framework for monitoring power consumption in Kubernetes environments, enhancing cloud efficiency through advanced observability techniques and machine learning.

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

Accelerate Your GenAI Model Inference with Ray and Kubernetes

Explore serving large GenAI models efficiently using KubeRay on Kubernetes with hardware accelerators. Learn to scale workloads, optimize performance, and reduce costs for production-ready AI inference.

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

Monitoring and Metadata - Exploring Approaches to Attaching Metadata to Logs, Metrics and Traces

Explore approaches for attaching metadata to logs, metrics, and traces in complex systems. Learn how metadata enhances observability, enables effective troubleshooting, and improves analysis in monitoring systems.

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

From Māori to Deaf Engineers - Welcoming All Contributors to Open Source Projects

Explore strategies to make open-source projects more inclusive and welcoming to diverse contributors, including Māori and Deaf engineers. Learn practical tips for removing barriers and fostering a broader contributor base.

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

The Attacker Perspective - Insights From Hacking Alibaba Cloud's Managed Kubernetes Environments

Explore real-world hacking of managed Kubernetes environments, from initial access to unauthorized database access. Learn to strengthen deployments and enhance security posture through this step-by-step case study.

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

Dragonfly V2.1.0 - Introduction, Updates and Practice in AI Model Distribution

Efficient file distribution and AI model acceleration using Dragonfly's p2p technology. Explore latest features and real-world applications in cloud-native environments.

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

CNCF Technical Oversight Committee Meeting - February 6, 2024

Explore cloud native computing advancements and project updates in this CNCF Technical Oversight Committee meeting, featuring discussions on graduated, incubating, and sandbox projects.

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