CNCF [Cloud Native Computing Foundation] Courses

How to Accelerate Model Training and Eliminate I/O Bottlenecks for Cloud Computing

探讨如何优化存储层I/O效率,加速AI模型训练。涵盖数据缓存、预取、并发读取等技术,以解决对象存储在大规模训练中的挑战,提高云端性能。

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

What's New in Kubespray - SIG Cluster Lifecycle

Explore Kubespray's latest features: HA with kube-vip, offline deployment, multi-arch support, and more. Learn best practices, community insights, and future directions for this versatile Kubernetes cluster manager.

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

CNI-Agnostic Network Performance Accelerator with eBPF

基于eBPF的网络加速器提升CNI性能,实现内部节点TCP通信和KubeVirt网络加速,显著提高吞吐量并降低延迟,适用于边缘计算、5G等场景,无需修改底层CNI即可部署使用。

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

Envoy Gateway: The API Gateway in the Cloud Native Era

Explore Envoy Gateway, an official API gateway project based on EnvoyProxy. Learn its benefits, features, and why it's ideal for managing north-south traffic in cloud-native environments using Kubernetes Gateway API.

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

Next Hop of Istio After Graduation

Istio生态系统现状、最新版本支持、环境网格进展、网关API标准进展，以及Istio毕业后的发展方向和对服务网格模式的潜在影响。

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

Boost ML on Heterogeneous AI Accelerators with Ray on Kubernetes

探讨如何在Kubernetes上利用Ray和图编译器自动提升异构AI加速器的机器学习性能,无需修改用户代码,实现透明的后端加速。

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

Advancements in Harbor - Security, OCI Spec v1.1, and Performance Enhancement

Harbor项目最新更新：SecurityHub功能提供全面漏洞视图，OCI分发规范v1.1对齐扩展客户端支持，性能改进包括并行GC和并发推送。

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

Service Mesh: Witnessing the Rise of Cloud Computing

专家讨论服务网格在云原生生态系统中的发展、趋势和实际应用，探讨技术演进、用户需求和最佳实践，以及与传统框架的集成挑战。

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

Building a Cloud-Native Privacy Computing Platform in Financial Industry

探索上海浦东发展银行如何构建云原生隐私计算平台"波塞冬"，实现数据安全与算法性能的平衡，并在多个业务场景中发挥关键作用。

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

Securing Container Supply Chain in CI/CD with Notary Project, ORAS and Harbor

探讨如何利用Harbor、Notary Project和ORAS等开源技术来保障CI/CD流程中容器镜像和OCI工件的安全性和完整性,确保只部署可信、无漏洞且符合策略的容器。

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

The Service Mesh Exploration of China Mobile Cloud

中国移动云服务网格探索：从传统企业转型公共云提供商的挑战、多租户和IPv4/IPv6环境下的解决方案、与运维系统集成的演进过程，以及未来展望。

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

Edge Computing in Kubernetes - Best Practices for the Future

探讨Kubernetes中边缘计算的最佳实践，包括应对网络不稳定性、硬件多样性等挑战，并通过案例展示Kubernetes如何支持强大的边缘计算系统及未来趋势。

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

Best Practice for Cloud Native Storage in Finance Industry

金融行业云原生存储最佳实践：探讨浦发银行大数据平台的存储解决方案，包括本地卷、NAS、Longhorn和Piraeus等，分享性能评估和运营经验，介绍CSI-NFS-Export项目。

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

The State of OSPOs in Asia 2023

探讨亚洲开源项目办公室现状，包括采用情况、行业影响、开放与控制平衡、安全和可持续性角色，以及中国翻译团队的贡献。

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

Towards Optimized Microservices Performance and Sustainability via Istio, Kepler and Smart Scheduling

通过Istio、Kepler和智能调度策略优化微服务性能和可持续性,提高资源利用率、能源效率和整体性能。演示实际案例,展示如何监控和优化大规模分布式微服务系统。

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