VMware SIG Deep Dive into Kubernetes Scheduling Performance and high availability options for vSphere Steve Wong, Michael Gasch KubeCon North America December 13, 2018 2 Open Source Community Relations

VMware SIG Deep Dive into Kubernetes Scheduling Performance and high availability options for vSphere Steve Wong, Hui Luo VMware Cloud Native Applications Business Unit November 12, 2018 2 Open

A Day in the Life of a Data Scientist Conquer Machine Learning Lifecycle on Kubernetes Brian Redmond • Cloud Architect @ Microsoft (18 years) • Azure Global Black Belt Team • Live in Pittsburgh, PA • Intro to Kubeflow, Helm, Argo • Demos • Image classification with Inception v3 and transfer learning • Automate repeatable ML experiments with containers • Deploy ML components to Kubernetes with Kubeflow Parallel training instead of sequential: huge time saver for large trainings Kubeflow • Machine Learning Toolkit for Kubernetes • To make ML workflows on Kubernetes simple, portable, and scalable •

已发布 - Amazon EKS control plane logs - Support for public IP space in VPC - Amazon EKS: Deep Learning Benchmarking Utility - New Amazon EKS Region: Paris, London, Mumbai - CNI v1.5.0 - New Regions:

troubleshooting ● Sharing with non-technical stakeholders ● Infrequent tasks ● Onboarding new K8s users / learning Kubectl Strengths: ● In-Terminal workflows ● Frequently-repeated tasks ● Scripting & automation takers said that Dashboard is very useful or extremely useful for learning Kubernetes How useful is the Kubernetes Dashboard for learning Kubernetes? 您认为Kubernetes Dashboard对学习Kubernetes有多大用处？ https://github someone like me with a hands-on but visual learning style.” → Survey response → Developer, running Kubernetes in AWS, Azure, and on-prem Dashboard as a K8s learning tool Create, read, update, delete resources

.md https://github.com/kubernetes/org/issues Resources Course Playground Docs/blog Video Learning platform Resources https://www.edx.org/course/introduction-to-kubernetes https://kubernetes play-with-k8s.com https://www.katacoda.com/courses/kubernetes Docs/blog Course Video Playground Learning platform https://kubernetes.io/docs/tutorials/online-training/overview/ More: Agenda 1. The community

Provider SIG – Chris Hoge & Jago Macleod Thursday • 10:50am – Deep Dive: Cloud Provider SIG – Chris Hoge & Jago Macleod • 3:40pm – Deep Dive: VMware SIG – Michael Gasch & Steven Wong Thank You / Closing

(ACP)，包括：DevOps、Service Framework、Service Alauda Kubernetes 白皮书 灵雀云 5 Mesh，Machine Learning 等，构成完整的产品闭环，可以根据企业定制化的使用场景，选 择使用不同的产品。 5. 客户价值 使用 Alauda Kubernetes，有助于：

customized as user requirements are diverse • Easy to setup, maintain, extend and scale • Reduce the learning curve for customer and ourselves • Get consistent user experience and data, leverage with PaaS

er Efficient and reliable container release Ø Why not RollingUpdate ? Ø What are the advantages of batch gray release ? • more reliable and better control • More flexible • More efficient StatefulSetPlus