Features 6 Web Portal • Based on open source Clarity • Image operation full capabilities • Batch operations Restful API • Complete API for integration • Swagger API doc Replication • Multiple Routing Core Service (API/Auth/GUI) Image Registry Trusted Content Vulnerability Scanning Job Service Admin Service Harbor components 3rd party components SQL Database Key/Value Storage

std::thread job { [] { /* ... */ } }; try { // ... Do something else ... } catch (...) { job.join(); throw; // rethrow } job.join(); } void DoWork() { std::jthread job { [] { /* cooperative cancellation: std::jthread job { [](std::stop_token token) { while (!token.stop_requested()) { //... } } }; //... job.request_stop(); // auto source { job.get_stop_source() }; // source source.request_stop() // auto token { job.get_stop_token() }; // bool b { token.stop_requested() };41 The C++20 Synchronization Library  Semaphores   Lightweight synchronization primitives

Sinker ● SolidKey PTS Provider Transform Sinker Transform PTS Provider Transform Sinker ● Batch Inserts ○ Time trigger ○ Number trigger ● Magical Flag PTS Magical Flag Quiz PTS Magical Flag

оперативке • Выполнение запросов с использованием GPU • Интеграция с ML & AI. Обработка графов • Batch jobs • Data Hub Support For Semistructured Data 27 JSO data type: CREATE TABLE games (data JSON)

wbarczynski@gmail.com Twitter/X: @golangwaw Slides: github.com/golangpoland/meetup_golang_warsaw Job Board: facebook.com/groups/golangpolandjobsQuestions? Join channel #poland on gophers.slack.com.

wbarczynski@gmail.com Twitter/X: @golangwaw Slides: github.com/golangpoland/meetup_golang_warsaw Job Board: facebook.com/groups/golangpolandjobsQuestions? Join channel #poland on gophers.slack.com.

wbarczynski@gmail.com Twitter/X: @golangwaw Slides: github.com/golangpoland/meetup_golang_warsaw Job Board: facebook.com/groups/golangpolandjobsQuestions? Join channel #poland on gophers.slack.com.

#poland-warsaw Twitter: @golangwaw Slides: https://github.com/golangpoland/meetup_golang_warsaw Job Board: https://www.facebook.com/groups/golangpolandjobs

a: – Spy – Seagull – Opinionator – Admin – Hub – Butterfly – Expert – NagCoach Yourself Out of a Job “The final act of leading…. Is leaving”. Kelley FreemanCoaching Agile Teams Lyssa Adkins • Part

自制存储插件支持分布式文件系统存储用户数据 – 支持官方镜像，不需要 JDOS 提前协助制作镜像 – 提供 tensorboard 作为训练监控实时查看训练状态 – 用户训练完成后释放 GPU 资源，提高 GPU 利用率 – Job 调度 （部门 quota 限制 + 优先级） • 创建训练 – 用户选择集群提供代码地址和执行命令即可 – 选择所用框架（镜像）：支持官方，亦可自制 （提供 dockerfile 生成镜像服务）