CNCF [Cloud Native Computing Foundation] Courses

Argo Project Velocity - Project Update

Discover Argo project's latest developments, velocity metrics, and community growth insights from CNCF's program committee co-chair in this 16-minute update.

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

Secure Your Kubernetes Cluster with Kyverno

Explore Kyverno's policy engine to enforce Kubernetes security best practices through automated governance, featuring new CEL-based policies for validation and compliance.

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

Confidential Observability on Kubernetes - Protecting Telemetry End-to-End

Discover how to secure Kubernetes observability pipelines using confidential computing to protect sensitive telemetry data from collection to processing.

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

Cloud Native Inference at Scale - Unlocking LLM Deployments with KServe

Discover how KServe enables scalable LLM inference on Kubernetes, tackling unique challenges like token-by-token generation, bursty traffic, and GPU optimization for cost-efficient deployments.

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

Conquering Configuration Constraints: Real-World Patterns for Distributing Data at Scale in Kubernetes

Discover practical patterns and strategies for efficiently managing data distribution at scale in Kubernetes environments, focusing on configuration management and real-world solutions.

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

Building Cloud-to-Edge Native Applications with NATS

Discover how NATS enables powerful cloud-to-edge native applications with minimal code and complexity, eliminating the need for extensive tool stacks while expanding beyond traditional cloud-native environments.

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

Multi-Zone Clusters Inside and Out: Understanding Kubernetes Topology and Cost Management

Dive into the mechanics of multi-zone Kubernetes clusters, exploring topology-aware routing, cost management strategies, and practical implementation through live demonstrations and real-world scenarios.

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

Goodbye etcd! Running Kubernetes on Distributed PostgreSQL

Discover how to deploy fault-tolerant Kubernetes clusters using distributed PostgreSQL as an alternative to etcd, featuring Kine integration and multi-node scaling capabilities for enhanced availability.

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

Efficient LLM Deployment: A Unified Approach with Ray, VLLM, and Kubernetes

Master the deployment of Large Language Models through an integrated approach combining Ray, VLLM, and Kubernetes for efficient cloud-native orchestration and distributed computing solutions.

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

Navigating the Future: Exploring the Latest in Kubernetes Dashboard Development

Discover the latest advancements in Kubernetes Dashboard development, exploring new architecture, key enhancements, and future directions for improved cluster management and user experience.

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

Kubernetes SIG Storage: Introduction and Deep Dive

Dive into Kubernetes storage management fundamentals, covering file and block storage availability, capacity management, container scheduling, and advanced operations like snapshotting in cloud-native environments.

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

Kubernetes SIG-Node: Introduction and Deep Dive into Node Subsystem

Dive into Kubernetes Node subsystem's latest developments, including how it handles Generative AI challenges, pod lifecycle management, and interactions between containers and host resources.

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

KubeVirt Enhancements and Future Development Roadmap

Discover major KubeVirt advancements including VM rollout strategy, volume migration, and Application Aware Quota, plus upcoming features like DRA support and migration convergence improvements.

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

Divide and Conquer: Master GPU Partitioning and Visualize Savings with OpenCost

Master GPU cost optimization in Kubernetes through partitioning techniques and OpenCost monitoring, focusing on efficient resource management for AI/ML workloads using NVIDIA DCGM and Prometheus integration.

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

Managing and Distributing AI Models Using OCI Standards and Harbor

Discover how to effectively manage and distribute AI models using OCI standards and Harbor, covering model structures, security, and efficient loading techniques for large-scale deployments.

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