CNCF [Cloud Native Computing Foundation] Courses

OpAMP - Scaling OpenTelemetry with Flexibility

OpAMP enables centralized, vendor-agnostic remote management of diverse data collection agents across large OpenTelemetry deployments.

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

Dataflow Oriented Robotic AI Framework - dora-rs

See how a dataflow-oriented framework connects machine learning models to robots, including demonstrations of visual understanding and real-time self-programming.

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

VeScale - A PyTorch Native LLM Training Framework for Automatic Parallelism

VeScale aims to make large language model training easier by automatically turning single-device PyTorch code into multidimensional parallel training.

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

Model Openness Framework: The Path to Openness, Transparency and Collaboration in Machine Learning Models

A framework for rating machine learning models by how completely and openly their development components are released, with a tool demonstration.

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

Understanding the Buzz Around Cilium: Introduction and Production Use at Alibaba

Explore how Cilium extends Kubernetes networking with observability and security, including its production integration at Alibaba Cloud.

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

Enforceable Supply Chain Security Policy with OPA Gatekeeper and Ratify

Demonstrates how Gatekeeper and Ratify verify container images and enforce admission policies to build trust in the software supply chain.

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

Building a High-Performance Time Series Database from Scratch - Optimization Strategies

Learn how string interning, result caching, goroutine management, and sync.Pool help sustain high throughput in a time series database.

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

Unlocking the Power of Kubernetes - AI-Driven Innovations for Next-Gen Infrastructure

AI helps Kubernetes clusters scale workloads, optimize resources, predict maintenance needs, and detect security threats.

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

Beyond the Basics: Towards Making Thanos Production-Ready

Productionizing Thanos through tenant isolation, automated scaling, and operational controls for its components.

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

Choose Your Own Adventure - The Struggle for Security in Kubernetes

Guide a vulnerable Kubernetes app through audience-chosen security decisions to protect it from exploits in production.

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

Navigating the Ethical Horizon: Pioneering Responsible AI with the Generative AI Commons

Examines how the Generative AI Commons’ Responsible AI Framework uses transparency, fairness, accountability, and inclusivity to guide ethical practice across the AI lifecycle.

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

How Volcano Enables the Next Wave of Intelligent Applications

A look at how Volcano’s batch scheduling and heterogeneous hardware support address the computing demands of intelligent applications.

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

Effortless Scalability: Orchestrating Large Language Model Inference with Kubernetes

Automate GPU-aware deployment of heavyweight open-source language models on Kubernetes using custom resources and preset configurations.

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

Uniting Sustainability and Edge Computing: Kepler and Open Horizon on RISC-V and Heterogeneous Systems

A demonstration integrates Kepler energy estimates with Open Horizon workload management to improve efficiency across heterogeneous cloud-edge systems.

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

KubeSkoop - Dealing with Complex Network Issues and Monitoring in Kubernetes Using eBPF

Shows how eBPF helps KubeSkoop trace Kubernetes networking, locate network jitter, and check connectivity.

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