CNCF [Cloud Native Computing Foundation] Courses

Achieving Fault Tolerance in Istio with Observability-Driven Load Management

Explore observability-driven load management for Istio, using Aperture to enhance fault tolerance, protect multi-tenant databases, and adaptively schedule traffic in microservices architectures.

• YouTube
• 27 minutes
• On-Demand
• Free Video

CNCF Technical Oversight Committee Meeting - October 17, 2023

Explore the latest developments and discussions in cloud native technologies with the CNCF Technical Oversight Committee's October 2023 meeting.

• YouTube
• 56 minutes
• On-Demand
• Free Video

From Models to Market: What's the Missing Link in Scaling Open Source Models on Cloud?

探讨从开源AI模型到云端产品的转化过程，聚焦BentoML框架如何简化部署和扩展。以OpenLLM为例，分析大型语言模型的高效服务方法，分享实践经验。

• YouTube
• 15 minutes
• On-Demand
• Free Video

Pre-training and Fine-tuning of Code Generation Models

探索代码生成模型的构建过程，包括StarCoder的训练、负责任的AI实践，以及如何利用开源库来部署和使用这些强大的模型。

• YouTube
• 15 minutes
• On-Demand
• Free Video

Cloud Native Platform Engineering for Huawei Mobile Services at Scale

华为终端云服务的云原生转型实践:应对海量数据增长,构建大规模平台,实现全面云迁移,打造面向移动开发的平台工程,探讨未来发展方向。

• YouTube
• 15 minutes
• On-Demand
• Free Video

Cloud Native Plus - Empowering AI, Edge, and Beyond

探索云原生技术如何赋能AI、边缘计算等领域，了解CNCF对这一趋势的观点和Cloud Native+的未来可能性。

• YouTube
• 16 minutes
• On-Demand
• Free Video

Choose Your Own Adventure: The Perilous Passage to Production

探索Kubernetes应用从开发到生产的冒险之旅，通过互动方式了解集群配置、GitOps和应用部署的关键决策，以及如何利用CNCF项目克服挑战。

• YouTube
• 18 minutes
• On-Demand
• Free Video

Revolutionizing Kubernetes Logging - Structured Logs for Enhanced Monitoring

Explore structured logs in Kubernetes, featuring object references and contextual information for improved monitoring. Learn about enhancements, performance comparisons, and best practices for modern log collection.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Journey from Fluent Bit, Fluentd and Prometheus to OpenTelemetry Collector - Lessons Learned

Explore the transition from multiple telemetry tools to OpenTelemetry Collector, discussing challenges, performance improvements, and simplification of data collection in cloud-native environments.

• YouTube
• 30 minutes
• On-Demand
• Free Video

How Prometheus Halved Its Memory Usage

Discover how Prometheus significantly reduced its memory usage, enabling efficient monitoring of millions of metrics. Learn about data structures, profiling, and impacts on related projects.

• YouTube
• 29 minutes
• On-Demand
• Free Video

How to Evaluate Observability Agent Performance - Understanding Overhead

Explore observability agent performance, including types of work, resource usage, and key variables. Learn to evaluate overhead and make informed decisions for your infrastructure.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Observe CI/CD Pipelines with OpenTelemetry

Unlock CI/CD pipeline observability with OpenTelemetry. Learn why it's crucial, implementation techniques, and overcome challenges for enhanced insight into build and deployment processes.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Business Observability - FinOps at Grafana Labs

Discover how Grafana Labs achieved significant cost savings in Kubernetes deployments using OpenCost, Prometheus, and FinOps techniques. Learn actionable strategies to replicate their success.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Observability Considerations for Infrastructure Cost Optimization

Explore observability strategies for cloud-native infrastructure cost monitoring, examining open-source projects like OpenTelemetry and OpenCost to enhance cost optimization solutions.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Migrating CI/CD from Jenkins to Argo

Learn how to migrate CI/CD pipelines from Jenkins to Argo, exploring advantages, best practices, and real-world examples for a smooth transition to a more cloud-native, reliable, and cost-effective solution.

• YouTube
• 25 minutes
• On-Demand
• Free Video