CNCF [Cloud Native Computing Foundation] Courses

Lessons Learned from Building Kubernetes for Small Edge Devices

Explore challenges and solutions in adapting Kubernetes for resource-constrained edge devices, covering CNI, CSI, updates, and conformance testing for MicroShift.io.

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

Fractional GPU Allocations with MetaGPU Device Plugin for Kubernetes

Explore fractional GPU allocation in Kubernetes using MetaGPU, an open-source project enabling dynamic GPU sharing, memory enforcement, and efficient resource utilization for AI/ML workloads.

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

Edge Relocation - Smart Workload Migration Across Multiple Clusters

Explore smart workload migration across multiple clusters for edge computing, addressing operational challenges in 5G services and maintaining QoS through zero-downtime application relocation and load balancing.

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

Lessons Learned from Deploying Cloud-Native Telco Cloud for 5G

Insights from Vodafone's Kubernetes-based telco cloud deployment for 5G, covering challenges, solutions, and future needs in building carrier-grade infrastructure and operating cloud-native network functions.

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

From Spreadsheets to Everything as Code - Transforming 5G Core Operations

Explore Swisscom's cloud-native transformation, leveraging GitOps and DevOps practices to revolutionize 5G Core infrastructure management and streamline deployment of network functions on Kubernetes.

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

Building a Batch System for the Cloud with Kueue

Learn about Kueue, a cloud-native job scheduler for Kubernetes that optimizes resource allocation, implements fair sharing, and enhances batch processing efficiency in multi-team environments.

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

Kubernetes Batch Processing at Scale - A Scheduling Perspective

Explore Kubernetes batch processing challenges and solutions, including custom scheduling for large-scale operations, Gang Scheduling, DRF, and workload colocation for improved resource utilization.

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

Making the Most Out of Hardware Accelerators in Kubernetes Clusters

Optimize GPU and TPU usage in Kubernetes clusters for MLOps. Learn efficient hardware accelerator management, scaling, and time-sharing techniques to enhance machine learning workloads.

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

Fruit-Picking Robots Powered by Kubernetes - From Science Fiction to Reality

Explore how autonomous drones use AI and Kubernetes to revolutionize fruit harvesting, addressing labor shortages and overcoming edge deployment challenges in remote agricultural settings.

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

Observability and Monitoring in Cloud Native Telco World - Tying It Together

Explore challenges and solutions for integrating cloud-native 5G Core into existing telecom ecosystems, focusing on observability and monitoring in Deutsche Telekom's journey towards full production launch.

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

SLA-Aware Batch Scheduling in Apache YuniKorn with Multi-Tenant Preemption

Explore SLA-aware batch scheduling and multi-tenant preemption in Apache YuniKorn for Kubernetes, addressing challenges in resource-intensive data engineering and improving workload management.

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

Sharpen That Edge - How a Service Mesh Enhances Edge Computing Operations

Explore how Ambient Mesh revolutionizes Edge Computing, enhancing security, reducing complexity, and enabling incremental adoption while optimizing performance and reliability.

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

Can You Keep a Secret? Securely Interacting with Edge Devices in Kubernetes

Explore secure integration of edge devices in Kubernetes clusters using Akri, addressing authentication challenges and enhancing resource management for IoT and edge computing scenarios.

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

Corralling the CNFs - Automating Interoperability Testing for Cloud Native Network Functions

Explore automated testing strategies for CNF integration, focusing on interoperability and reliability. Learn from DISH Wireless' experience using CNF-testsuite and AWS Lambda for efficient pipeline management.

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

Looking Ahead to the Future with Project Sylva - Energy Efficiency and Telco Cloud Platforms

Exploring Project Sylva's impact on telco cloud platforms, focusing on energy efficiency, sustainability, and cloud-native innovations in the European telecommunications industry.

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