CNCF [Cloud Native Computing Foundation] Courses

Operating Deep Learning Pipelines Anywhere Using Kubeflow

Explore building and operating production-grade deep learning pipelines using Kubeflow, covering data preparation, storage, automation, and infrastructure management for multiple tenants.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

Deep Dive - Rook

Explore Rook's architecture, Kubernetes extension mechanisms, and cloud-native storage orchestration. Learn about controllers, operators, and automated storage solutions for Ceph, CockroachDB, Minio, and NFS.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

Serverless Kubernetes - Container in Cloud Native Way

Explore serverless container technology, its ecosystem, and Alibaba Cloud's implementation. Learn about deploying containers, ingress, and service discovery in a cloud-native way without managing servers.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

How HP Uses Istio to Manage Network Traffic

Explore HP's use of Istio for network traffic management, including functionalities, problem-solving, and best practices in cloud-native environments.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Kubebuilder - SDK for Extending Kubernetes

Learn to extend Kubernetes with Kubebuilder SDK. Discover key API extension points, explore features, and see a live demo of building custom APIs and operators for automating workflows like MySQL cluster backup/restore.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

Deep Customized Kubernetes for Machine Learning in Tencent

Explore Tencent's customized Kubernetes for machine learning, addressing GPU scheduling, topology awareness, and resource limitations. Learn about recent developments and future challenges in this field.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

Deep Dive - SIG Autoscaling

Explore recent developments in Kubernetes autoscaling, including cluster, horizontal, and vertical pod autoscalers. Learn how these systems make decisions and see them in action.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk

Navigating the Distributed Systems Execution Maze With OpenTracing

Explore OpenTracing implementation in distributed systems, focusing on challenges, best practices, and lessons learned from Kasten's experience with Kubernetes and Jaeger.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

CNCF K8s-Conformance WG

Overview of Kubernetes certification criteria, self-testing, conformance periods, and supported versions. Explores baseline conformance program and potential future "Profiles" with Q&A session.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

SIG Cloud Provider

Explore SIG Cloud Provider's efforts to create a vendor-neutral Kubernetes ecosystem, ensuring consistent user experiences across providers and promoting equal opportunities for new vendors.

• YouTube
• 35 minutes
• Self-Paced
• Conference Talk

Serverless Computing for E-Commerce Applications on JD Kubernetes Platform

Explore serverless computing for e-commerce on JD's Kubernetes platform. Learn about Fibonacci, an enterprise-level service with enhanced features for large-scale production use and seamless integration.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Run Cluster Autoscaler on Your Own Cloud - or, Why Do We Need Cluster API?

Explore Kubernetes cluster autoscaling on custom cloud environments, from basic functionality to advanced features. Learn how Cluster API will revolutionize this process in the future.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

Intro - Containerd

Explore containerd's design, goals, and tools. Learn about monitoring, plugins, and Kubernetes integration. Gain insights for developers, contributors, and system administrators.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Botless - A Serverless Chatbot Framework

Explore Botless, a serverless chatbot framework using CloudEvents. Learn to build extensible, cloud-agnostic applications with emerging compute and eventing technologies.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Serverless Performance on a Budget

Optimizing serverless platforms: cold starts, function reuse, autoscaling, resource pooling, and predictive scheduling. Explores trade-offs between cost and performance in FaaS, focusing on Fission platform optimizations.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk