## GPU Resource Management On JDOS 梁永清 liangyongqing1@jd.com ## 提供的服务 ## Experiment ## Training 1. 用于实验的 GPU 容器 2. 基于 Kubeflow 的机器学习训练服务 3. 模型管理和模型 Serving 服务 ## Serving 均基于容器，不对业务方直接提供 GPU 物理机

## +24 ## Back To Basics Lifetime Management ## PHIL NASH ## 20 24 September 15 - 20 ## C++ is complex  mostly for historical sonarsource.com/blog/beyond-the-rules-of-three-five-and-zero/ ## +24 ## Back To Basics Lifetime Management ## PHIL NASH ## 20 24 September 15 - 20

24. June # Secrets Management at Scale with Vault & Rancher  Bastian Hofman Senior Field Engineer SUSE bastian.hofmann@suse Operations & Infrastructure Management (Run & Manage) K8s Version Management GitOps Continuous Delivery Cluster Templates & Config Enforcement Node Pool Management RBAC, OPA, Pod & Network Network Policies Cluster Provisioning & Lifecycle Management  kubernetes ![Image](/uploads/documents/4/7/a/c/47acf68

## Node Operator: Kubernetes Node Management Made Simple 陈俊(Joe)，Ant Financial ## Agenda • Background and Motivation • Introduction of Operators • Node-Operator • Advanced Topic: Kube-on-Kube-Operator Master & Node Components reliably • Canary Rollout • Master & Node Component Versions Management  Worker Order Complicated architecture Work order deployment system can not meet the requirements of resource management. ## Operator 

Toward Standard C++ Dependency Management ## BILL HOFFMAN & BRET BROWN ## 20 23 October 01 - 06 ## Libraries: A First Step Toward Standard C++ Dependency Management October 3, 2023 Bloomberg Engineering portable as the code they contain! ✓ Projects should be “cattle,” not “pets”! ## Why dependency management? Consensus: Managing dependencies == way too hard Q: Which of these do you find frustrating about following names: jsonlogConfig.cmake Jsonlog-config.cmake # ... CMake gives you some dependency management tips here ... Aside: Coloring and bolding added for emphasis ## Motivation: What would we design

# CS 591 K1: Data Stream Processing and Analytics Spring 2020 2/25: State Management Vasiliki (Vasia) Kalavri vkalavri@bu.edu ## State in dataflow computations Any non-trivial streaming computation 3cea6fb1/p4_2.jpg) What state types can you think of? • Count, sum, list, map, ... ## State management in Apache Flink All data maintained by a task and used to compute results: a local or instance state is stored, accessed, and maintained. State backends are responsible for: • local state management - checkpointing state to remote and persistent storage, e.g. a distributed filesystem or a database

3.2 Managing translations 26 3.3 Reviewing source strings 27 3.4 Promoting the translation 28 3.5 Translation progress reporting 28 4 Administrators guide 31 4.1 Quick setup guide 31 4 control 59 4.7 Translation projects 64 4.8 Language definitions 75 4.9 Continuous translation 75 4.10 Translation process 81 4.11 Checks and fixups 82 4.12 Machine translation 86 4.13 Configuration Configuration 89 4.14 Sample configuration 98 4.15 Management commands 108 4.16 Whiteboard messages 114 4.17 Advertisement 116 4.18 Component Lists ..... 117 5 Frequently Asked Questions ..... 119

Checks and fixups • Application developer guide • Activity reports • Promoting the translation • Reviewing source strings • Administrators guide • Quick setup guide • Installation Weblate • Authentication • Translation projects • Continuous translation • Translation process • Checks and fixups • Machine translation • Configuration • Sample Sample configuration • Management commands • Advertisement • Frequently Asked Questions • Configuration • Usage • Troubleshooting • Features • Supported formats

Checks and fixups • Application developer guide • Activity reports • Promoting the translation • Reviewing source strings • Administrators guide • Quick setup guide • Installation Weblate • Authentication • Translation projects • Continuous translation • Translation process • Checks and fixups • Machine translation • Configuration • Sample Sample configuration • Management commands • Advertisement • Frequently Asked Questions • Configuration • Usage • Troubleshooting • Features • Supported formats

• Managing translations • Reviewing source strings • Promoting the translation • Translation progress reporting • Administrators guide • Quick setup guide • Installation Access control • Translation projects • Language definitions • Continuous translation • Translation process • Checks and fixups • Machine translation • Configuration Configuration • Sample configuration • Management commands • Whiteboard messages • Advertisement • Component Lists • Frequently Asked Questions • Configuration ○ Usage ○ Troubleshooting