ShardingSphere‐Proxy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 3.3 Hybrid Architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 4 Running Modes 11 . . . . . . . . . . . . . . . . . . . . . . . . . . . 40 Complex primary‐secondary database architecture . . . . . . . . . . . . . . . . . 40 8.3.5 Related References . . . . . . . . . . . . . . . Target . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 516 11.8 Pipeline E2E Test . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517 11.8

--from-dir v2 --to myregistry.com/myimage:latest layer.tar.gz # Add a new layer to a multi-architecture image for an os/arch that is different from the system's os/arch # Note: Wildcard filter is \ myregistry.com/myimage:new=myregistry.com/other:target # Copy manifest list of a multi-architecture image, even if only a single image is found oc image mirror myregistry.com/myimage:latest=myregistry y.com/other:test \ --keep-manifest-list=true # Copy specific os/arch manifest of a multi-architecture image # Run 'oc image info myregistry.com/myimage:latest' to see available os/arch for multi-arch

--from-dir v2 --to myregistry.com/myimage:latest layer.tar.gz # Add a new layer to a multi-architecture image for an os/arch that is different from the system's os/arch # Note: Wildcard filter is \ myregistry.com/myimage:new=myregistry.com/other:target # Copy manifest list of a multi-architecture image, even if only a single image is found oc image mirror myregistry.com/myimage:latest=myregistry y.com/other:test \ --keep-manifest-list=true # Copy specific os/arch manifest of a multi-architecture image # Run 'oc image info myregistry.com/myimage:latest' to see available os/arch for multi-arch

--from-dir v2 --to myregistry.com/myimage:latest layer.tar.gz # Add a new layer to a multi-architecture image for an os/arch that is different from the system's os/arch # Note: Wildcard filter is 82. oc kustomize 从目录或 URL 构建 kustomization 目标。 用法示例 用法示例 # Copy manifest list of a multi-architecture image, even if only a single image is found oc image mirror myregistry.com/myimage:latest=myregistry y.com/other:test \ --keep-manifest-list=true # Copy specific os/arch manifest of a multi-architecture image # Run 'oc image info myregistry.com/myimage:latest' to see available os/arch for multi-arch

When Knowledge Graph meet Python Yongpan Sheng 目录 CONTENTS The Pipeline of Knowledge Graph Construction by Data- driven manner Python Tools for Graph Data Management Domain-specific Knowledge 本页PPT借鉴于复旦大学肖仰华老师《大数据时代的知识工程与知识管理》 人机交互方式将更加自然，对话式交互取代关键词搜索成为主流交互方式 一切皆可回答：图片问答、新闻问答、百科问答 目录 CONTENTS The Pipeline of Knowledge Graph Construction by Data- driven manner Python Tools for Graph Data Management Knowledge Graph Construction 1 Data-driven approaches for large-scale KG construction The Pipeline of Knowledge Graph Construction by Data-driven manner Data-driven VS Hand crafted  Manually

Datanode 发来的心跳信息，作为Datanode manager的角色, 保证和维护集群所需的数据冗余级别。SCM 和 Ozone Client 之间没有通信。 Block，Container 和 Pipeline Block 是数据块对象，真实存储用户的数据。Container是一个逻辑概念，是由一些相互之间没有关系的 https://www.iteblog.com Block 组成的集合。在 Ozone 中， 数据是以 Container 的粒度进行副本复制的。Pipeline 来保证 Container 实现想要的副本数。SCM 中目前支持2种 Pipeline 方式实现多副本，单副本的 Standalone 模式和三副本的 Ratis 方式。Container 有2种状态，OPEN 和 CLOSED。当一个Container Container 的信息，Pipeline 的信息。当一个 Container Size 超过预定的大小 90% 时 或者写操作失败时，Datanode 会发送 Container Close 命令给 SCM，把 Container 的状态从 Open 转变成 Closed。或者当Pipeline 出错时，发送 Pipeline Close 命令给SCM，把Pipeline 从 Open 状态转为 Closed

Optimal Transport Assignment for Object Detection, https://arxiv.org/ abs/2103.14259 [8] Computer Architecture: A Quantitative Approach [9] SIoU Loss: More Powerful Learning for Bounding Box Regression, https:// Chuan Zhou, and Yue Hu. 2020. Graph neural architecture search. In IJCAI, Vol. 20. 1403–1409. [12] Matheus Nunes and Gisele L Pappa. 2020. Neural Architecture Search in Graph Neural Networks. In Brazilian Systems. Springer, 302– 317. [13] Huan Zhao, Lanning Wei, and Quanming Yao. 2020. Simplifying Architecture Search for Graph Neural Network. arXiv preprint arXiv:2008.11652 (2020). [14] Jin Xu, Mingjian

recoverability upgradability efficiency relevance usability evolvability 演进式架构 An evolutionary architecture supports guided, incremental change across multiple dimensions. 演进式架构⽀支持 在各个架构设计维度上， Fintness Function • ⾃自动⽣生成服务的部署流⽔水线 • ⾃自动⽣生成docker file • ⾃自动在pipeline中配置必要 的fitness functions 演进式架构 An evolutionary architecture supports guided, incremental change across multiple dimensions

Processing Systems 36 (2024). 【6】Karpas, Ehud, et al. "MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning." arXiv 置帮助初学者快速构建 AI 应用。 同时，在开源生态系统中，LangChain、Haystack、Semantic Kernel 等编排框架的出现， 使开发者能够构建、定制和测试 Pipeline，确保这些 Pipeline 的组合能够达到特定应用场景的 最佳生成效果。 对于 RAG 应用，这是一种由多个环节构成的工作流 应用，出现了许多端到端的开源解决方案，如 LlamaIndex 框架，它集成了数据预处理、索引构建、 问题，中国的计算机科学家给出了答案——科学计算与超级计算机。2007 年，国防科大杨学 军院士带领团队在国际计算机体系结构旗舰会议 ISCA 上发表题为“A 64-bit stream processor architecture for scientific applications”的学术论文[19]，揭示了流处理器架构 可大幅加速科学计算。这项工作不仅为具备大量流处理器的 GPU 开辟了新应用场景，也为超

c haos engineering Reserved Instance Spot Fleet Auto Scaling Fault and Recovery Oriented Architecture Spot Instance Multi-Clouds Ecosystem Multi-Clouds Foundation Cloud Connection Mobvista Cloud Cloud Solution Mobvista Cloud Platform Spot Instance Mgr Logging Monitoring CI/CD Pipeline Auto Scaling High Reliability AWS API Ali API AWS CLI Ali CLI Alarm Cost Optimization Smart Load Balance