Booz Allen’s digital solutions busi- ness, the focus has been to address this challenge with the development of Smart- Edge, a decentralized approach that goes beyond data collection to data process- ing they wear and carry. Our focus is on creating highly sensitive and effective systems that enable teams to do their jobs quicker and more efficiently.” The industry is accustomed to thinking about the they wear and carry. Our focus is on creating highly sensitive and effective systems that enable teams to do their jobs quicker and more efficiently.” An array of embedded sensors perform a variety

that team only. Centralized and Siloed • Instead of starting with onboarding small number of teams, we went with the whole organization. When issues happened, we did not have the bandwidth to work Improve Project X Focus on Kubernetes only Design better abstractions Work with small number of teams at a time • Setting up the whole Go-Viet infrastructure only took four days. Faster Setup Time

at scale” (Jez Humble) • Applying Agile practices to operations • Infrastructure as code • Ops teams embracing source control (git) • Automated testing • Repeatable/consistent • CI/CD • This has worked

running the container Java Development on Kubernetes Skaffold + Jib Continuous development for Kubernetes Skaffold is a command line tool that facilitates continuous development for Kubernetes applications com/GoogleContainerTools/skaffold official website code Development Process application k8s config build push deploy connect update code Development Process application k8s config skaffold github

About us Thomas Hector Head of IT Operations Key Qualifications ● 12+ years’ experience with development and operations ● Automating everything ● Been handling Kubernetes clusters in production for for 2 years Jan-Erik Revsbech CTO Key Qualifications ● 20+ year of experience in web-development & operation/hosting ● OpenSource advocate ● Extensive hand-on experience with Kubernetes and Containerization and orchestration Containerized development and production environment Cloud orchestration with Kubernetes Hosted on AWS Deployment, CI and CD Local development Gitlab runner

Huawei(Now) - Cloud Native batch system (Volcano) development • IBM spectrum computing - Cluster resource and workload scheduling platform development l Gaps for Spark • Agenda l Why Spark on Kubernetes

Hypervisor VMs Docker Containers User Cases 9 •Ready-to-go development •Self-service portal Developer Sandbox • New application development • 12-factor apps, PCF Cloud Native •Simplify app maintenance

相比它可能会慢一些，但我们仍然鼓励开发人员探索使用这个工具，并评估其潜在优点。 72. Google Cloud 工作站 评估 Google Cloud 工作站 是 GCP 提供的云端开发环境（Cloud Development Environment，CDE）。它提供了完 全托管的容器化开发环境，可以通过 SSH、HTTPS、VSCode、Jetbrains IDEs 等多种方式进行访问，使开发人 员可以享受和连接本地环境一致的体验。Google 生态系统中用于可观察性是值得评估的。 82. Tabnine 评估 Tabnine 是目前炙手可热的编程助手领域的有力竞争者之一。它提供了内嵌的代码补全建议，以及直接在 IDE （Integrated development environment，集成开发环境）中进行对话的能力。与 GitHub Copilot 类似，Tabnine 的出现远远早于现在这个各家纷纷大肆炒作的时期，也因此成为了该领域中最成熟的产品之一。与

的状态管理 5. Kubernetes 下属子项目（https://github.com/kubernetes/helm） 应用编排架构 多集群架构 Kubernetes Cluster Development Helm Tiller Application Application … Kubernetes Cluster Production Helm Tiller Application

forum for hosting related architectural planning and discussion. Associated activities related to development, testing, and documentation are tracked and reported by the SIG as well as architectural planning