GPU Resource Management On JDOS 梁永清 liangyongqing1@jd.com 提供的服务 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 Experiment Training Serving 均基于容器，不对业务方直接提供 GPU 物理机 GPU 实验 JDOS 常规的容器服务

to enhance the C++ experience for Visual Studio Code Our agenda today Visual Studio Code Session coming up! #1 most used code editor [StackOverflow Developer Surveys] Free, open-source code editor Safety 3. Cross-platform development 4. Developer and Team Productivity Simplify C++ dependency management with . vcpkg Open-source library manager for Windows, Linux, and macOS 1700+

Please use the Q&A tab for questions during the session (typed) • If you want to raise your hand to ask a question, please hold them until after the session is over. • When asking questions, please

in Software Engineering Mike Ballou“There is no single development, in either technology or management technique, which by itself promises even one order-of- magnitude improvement within a decade abstract away its complexity often abstract away its essence • Not only technical problems but management problems as well comes from the complexity • It creates the tremendous learning and understanding I can help them I need…” • to Containerize the software, but to run that I need… • a Container Management Platform, but to network it I need… • a Service Mesh, but to secure it I need… • an automated Certificate

Helm Chart Support • Helm Chart repository • Same mechanism and user experiences with image management Multi Deployments • Docker Compose • BOSH/Pivotal Tile • Helm Chart Label • Label in project features harbor should provide? Q2: How does the Harbor architecture evolve? Q3: How to converge management of image and chart? Q4: Is it reasonable to involve day0 operation in Harbor? Website ： https://github

LiveSync, Debugging, Starter Kits o Plugins Management o Visual Studio Integration Coming o Public Beta Now! WHY: Easier bootstrapping, no SDK management, Easy debugging WHO: Windows developers, Visua

boundary.Memory model https://gchandbook.org/ Garbage collection is really “automatic memory management”. - Reference counted - C++ – std::shared_ptr - Python - Objective-C (manual or automatic - COM – AddRef()/Release() - Non-Reference counted - .NET - JVM - JavaScript Manual memory management is rarely advocated for anymore.Memory model – Manual Memory is allocated and deallocated directly

Golang specifics • Software engineering (implement/use/best practices) • Tech leadership and/or management • Your experience building XWhere to find us? Email: lukasz@lukaszgut.com, jakubdal@gmail.com

Golang specifics • Software engineering (implement/use/best practices) • Tech leadership and/or management • Your experience building XWhere to find us? Email: lukasz@lukaszgut.com, jakubdal@gmail.com

Golang specifics • Software engineering (implement/use/best practices) • Tech leadership and/or management • Your experience building XWhere to find us? Email: lukasz@lukaszgut.com, jakubdal@gmail.com