CNCF [Cloud Native Computing Foundation] Courses

Rook - Intro and Deep Dive With Ceph

Discover how Rook integrates Ceph with Kubernetes to provide stable block, file system, and object storage for production data through this cloud-native storage operator introduction.

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

Addons Need Love Too - Maintaining Addons for Better Cluster Security

Discover strategies for maintaining Kubernetes addons to enhance cluster security and stability, with tools for proactive management and stakeholder buy-in.

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

Containerd - Project Update and Deep Dive

Explore containerd 2.0 updates, release cadence changes, LTS support, and Kubernetes integration from project maintainers in this comprehensive technical panel discussion.

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

Access AI Models Anywhere - Scaling AI Traffic With Envoy AI Gateway

Discover how Envoy AI Gateway democratizes AI infrastructure by managing diverse AI models across cloud and on-premises environments with centralized credentials and intelligent routing.

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

Your SBOM Is Lying To You - Let's Make It Honest

Discover how SBOMs often contain inaccuracies that attackers exploit, and explore SBOMit's cryptographic approach to create verifiable, tamper-resistant software bills of material.

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

BGP Peering Patterns for Kubernetes Networking at Preferred Networks

Explore BGP peering patterns for Kubernetes networking, including sidecar BGP speakers and native routing over IP Clos networks for scalable datacenter integration.

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

Prometheus 3.0 and the New Governance - Setting the Project up for the Next Decade

Discover Prometheus 3.0's new governance structure and roadmap for the next decade, plus learn how to become a maintainer in this cloud native monitoring project.

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

Sailing Multi-host Inference for LLM on Kubernetes

Discover how to deploy distributed LLM inference on Kubernetes using LeaderWorkerSet and vLLM for large models that can't fit on single nodes like llama3.1-405B.

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

Multi Cluster Magics With Argo CD and Cluster Inventory or Don't Get Lost in the Clusterverse

Discover how to manage multiple Kubernetes clusters efficiently using Argo CD and Cluster Inventory API, eliminating the need for custom glue code across different providers.

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

Optimizing Data Locality and GPU Utilization for Training Workloads in Kubernetes

Discover how to overcome data locality challenges in Kubernetes with distributed caching using NVMe storage to boost GPU utilization and reduce infrastructure costs for ML training.

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

Kubeflow Ecosystem - Unleash the Power of Cloud Native AI

Explore Kubeflow's cloud native AI ecosystem, covering the complete ML lifecycle from data processing to LLM fine-tuning and serving with modular Kubernetes-based tools.

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

Zero-Extraction Cold Starts - How FUSE-Streaming Slashed ComfyUI Cold Starts by 10x

Discover how FUSE-streaming eliminates cold-start delays for GPU-heavy GenAI apps, reducing ComfyUI boot times from 8+ minutes to 90 seconds through direct-to-GPU streaming.

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

Beyond Stock Outs - Scaling Inference on Mixed GPU Hardware With DRA

Discover how Kubernetes' Dynamic Resource Allocation (DRA) enables flexible GPU allocation across mixed hardware, optimizing utilization and costs when preferred GPUs are unavailable.

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

Reimagining Cloud Native Networks - The Critical Role of DRA

Explore how Device Resource Allocation (DRA) revolutionizes cloud-native networking for AI/ML and telecom workloads, overcoming Multus limitations with topology-aware solutions.

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

Exploring Tenant-centric Strategies To Simplify Multi-cluster and Multi-cloud Complexities

Discover tenant-centric strategies to simplify multi-cluster and multi-cloud complexities using Kubernetes platform engineering, API design, and automation tools like Crossplane and ArgoCD.

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