CNCF [Cloud Native Computing Foundation] Courses

Falco and eBPF: Optimizing Large-Scale Tracing Tools

Explore eBPF's potential in high-throughput scenarios, focusing on Falco's syscall tracing. Learn about challenges, mitigations, and future enhancements for large-scale tracing tools.

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

Protect the Pipe - A Policy-based Approach for Securing CI/CD Pipelines

Explore a cloud-native security framework for CI/CD pipelines using in-toto, Kyverno, and sigstore. Learn to implement policy-based controls and address unique security challenges in modern application delivery.

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

Enhancing the Performance Testing Process for gRPC Model Inferencing at Scale

Explore performance testing for gRPC model inferencing at scale using Kubernetes, KServe, and ModelMesh. Learn about deployment, load testing, and monitoring key metrics.

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

Shrinking Software Attack Surface with WebAssembly and CNCF Wasmcloud

Explore WebAssembly's impact on software development, focusing on portability, security, and streamlined management across diverse environments using CNCF wasmCloud.

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

Component Registry for Kubeflow Pipelines

Explore a component registry for Kubeflow Pipelines, enhancing ML workflow collaboration on Kubernetes. Learn how shared components can streamline common tasks and improve efficiency in machine learning projects.

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

Top 5 Reasons and 5 Myths Debunked to Invest in Securing the Software Supply Chain

Discover key reasons and debunked myths for investing in software supply chain security, with insights on SCIM, SBOM, and SCITT to enhance your SDLC and meet compliance requirements.

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

Real-Time Security: Using eBPF for Preventing Attacks

Explore eBPF's potential for preventative security in cloud-native environments, covering NetworkPolicy enforcement, system call limitations, and advanced attachment points like BPF LSM.

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

Managing Multi-Cloud Apache Spark on Kubernetes

Learn strategies for managing Apache Spark on Kubernetes across multiple clouds, focusing on auto-scaling, scheduling, and observability techniques for efficient data science infrastructure.

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

Vanquishing Vulnerabilities - Preparing for Critical CVEs

Prepare for critical vulnerabilities with tools and practices for container image scanning, policy enforcement, network control, runtime configurations, and behavior monitoring.

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

Deep Dive: Serverless Security - CNCF STAG Whitepaper Discussion

Explore serverless security challenges, best practices, and future trends with CNCF experts. Gain insights on attack surfaces, monitoring, and inspection in this comprehensive panel discussion.

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

Debugging Machine Learning on the Edge with MLExray

Explore MLExray for efficient debugging of edge-deployed machine learning models, covering benefits, deployment challenges, and practical demonstrations.

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

First Steps to Full Lifecycle Security with Open Source Tools

Hands-on workshop demonstrating installation, configuration, and customization of open-source security tools for DevOps, focusing on Trivy for container and infrastructure security and Starboard for continuous security assurance.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Computer Vision Dog Breed Classification with Convolutional Neural Networks, TensorFlow and Kubeflow

Develop a dog breed classification system using TensorFlow, Kubeflow, and convolutional neural networks. Compare AI predictions with DNA results for accuracy.

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

Get More Computing Power by Helping the OS Scheduler

Optimize CPU performance in Kubernetes by managing thread scheduling and memory locality with CRI Resource Manager, enhancing database and AI training without workload-specific configurations.

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

Knative Functions - Introduction, Demonstration and Roadmap

Explore Knative Functions: a platform between CaaS and FaaS for deploying serverless applications. Learn its evolution, capabilities, and how to create, build, and deploy event-driven functions in multiple languages.

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