CNCF [Cloud Native Computing Foundation] Courses

Self-Hosted LLMs on Kubernetes - A Practical Guide

Practical guide for deploying and managing self-hosted Large Language Models on Kubernetes, covering model selection, containerization, and resource provisioning for enhanced data privacy and flexibility.

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

From UI to Storage - Unraveling the Magic of Thanos Query Processing

Explore Thanos query processing, from UI input to data retrieval and PromQL evaluation. Learn effective Thanos configuration and deployment for highly available Prometheus setups with long-term storage capabilities.

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

Super Reliable Cloud Native Data Processing Using Apache Spark and Cloud Shuffle Manager

Enhance Apache Spark's reliability on Kubernetes with Cloud Shuffle Manager, enabling fault tolerance and cost savings through Spot Instances while maintaining performance for large-scale data processing.

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

Welcome and Opening Remarks - Cloud Native Computing Foundation

Explore cloud native computing advancements and connect with industry leaders in this keynote address by Priyanka Sharma, Executive Director of CNCF, at KubeCon + CloudNativeCon.

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

Feature Management with OpenFeature - Reducing Risk and Improving Compliance

Explore feature management with OpenFeature to reduce risk, ensure compliance, and perfect previews. Learn to deploy safely, experiment in production, and gain insights through feature-flag telemetry.

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

The Art of Kubernetes Add-on Validation - Secure Strategies for Modern Developer Platforms

Explore advanced techniques for validating and deploying Kubernetes add-on upgrades securely across cluster fleets, focusing on infrastructure security and streamlined operational workflows.

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

Architecting Resilience: Lessons from Managing 7000+ Kubernetes Clusters at Scale

Insights on designing highly available Kubernetes clusters, addressing challenges in managing 7K+ clusters and 100K+ nodes, and lessons learned from a data center fire incident.

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

Accelerator Chaining for Efficient AI/ML Workloads in Kubernetes

Explore extending Kubernetes to orchestrate and configure accelerator chains for efficient handling of large AI/ML workloads, improving performance and reducing latency in production environments.

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

Safety or Usability: Why Not Both? Towards Referential Auth in Kubernetes

Explore new Kubernetes APIs for secure cross-namespace references and authorization, addressing CVEs in essential tooling while enabling innovative reference patterns.

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

State of Platform Maturity in the Norwegian Public Sector

Explore Norway's public sector digital transformation through cloud-native technologies, examining platform maturity across agencies using the CNCF Platform Engineering Maturity Model.

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

Troubleshooting Hidden Performance and Costs in Network Traffic Across Multiple AZs with eBPF

Uncover hidden performance bottlenecks and cost implications in cross-AZ network traffic using eBPF. Learn to optimize Kubernetes clusters for improved resilience and efficiency.

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

The Data Pipelines Behind Forest Carbon Credits - Why Pachama Uses Flyte to Orchestrate Workflows

Explore how Pachama uses Flyte to manage complex data and ML pipelines for transparent forest carbon credit computation, including workload management, configuration, and lessons learned.

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

Rook - Introduction and Deep Dive with Ceph Storage

Explore Rook, a cloud-native storage operator for Kubernetes, and its integration with Ceph. Learn about block, file system, and object storage solutions for production environments.

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

Bloomberg's Journey to a Multi-Cluster Workflow Orchestration Platform

Explore Bloomberg's evolution in cloud-native workflow orchestration, addressing challenges of rapid growth and discussing solutions for efficient multi-cluster resource deployment and management.

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

Simplified Inner and Outer Cloud Native Developer Loops

Explore tools and approaches to streamline cloud-native development workflows, enhancing productivity through platform engineering and polyglot solutions for seamless app promotion from dev to prod.

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