## Generic Graph Libraries in C++20 ## ANDREW LUMSDAINE, PHIL RATZLOFF 20 21 October 24-29 ## About Us  ## • Andrew languages, software libraries, and large-scale graph analytics. Open-source software projects resulting from his work include the Matrix Template Library, the Boost Graph Library, and Open MPI.  results can be applied to many different practical (concrete) problems – theory

Selection Order by Group by ## ✓ Query Limit ✓ Expression Compatibility Join ✓ Subquery ✓ Graph traverse ✓ Out direction ✓ In direction ✓ Bidirection ✓ Edge traverse ✓ Distinct ## I ndex estRows

## +21 ## GraphBLAS: Building a C++ Matrix API for Graph Algorithms BENJAMIN BROCK, SCOTT MCMILLAN 20 21 October 24-29 ## About Us ![Image](/uploads/documents/e/7/5/a/e75ae90af61e15b82b344610c6597bfa/p2_1 Scott, Principal Engineer at CMU SEI Graph/ML/AI algorithms for large- and small-scale parallel systems. Working on GBTL, a linear algebra-based C++ library for graph analytics. Copyright 2021 Carnegie Mellon GraphBLAS community, C API Overview of our draft C++ API How might this interoperate with standard C++, graph library proposal? ## This Talk Background: How and why to use matrix algebra for graphs? What are

When Knowledge Graph meet Python Yongpan Sheng 目录 CONTENTS  ## Preliminaries The Pipeline of Knowledge Graph Construction Construction by Data-driven manner Python Tools for Graph Data Management Domain-specific Knowledge Graph Construction AI system = Knowledge + Reasoning ## Preliminaries Q: 1M = ? B $ \rightarrow $ 1024 Q: ddad2/p5_1.jpg) ● Mapping from natural questions to structured queries executable on knowledge graph （机器的潜台词：“我”会推理，so easy！）。 所以，通俗的来说，在AI system中：要么从原有的知识体系中直接提取信息来使用，要么进行推理。 将知识融合在机器中，使机器能够利用我

## nuvious ## Using the Microsoft Graph API to get Office 365 data in your mobile apps  Alex Ziskind Technical Director

## +23 ## Taro: Task graph-based Asynchronous Programming Using C++ Coroutine DIAN-LUN LIN 20 23 October 01 - 06 ## Agenda • Understand the motivation behind Taro • Learn to use the Taro C++ programming • Conclusion ## What is Task Graph-based Programming System (TGPS) • TGPS encapsulates function calls and their dependencies in a top-down task graph ## What is Task Graph-based Programming System (TGPS) calls and their dependencies in a top-down task graph  ## What is Task Graph-based Programming System (TGPS) • TGPS encapsulates

## 云原生图数据库解谜、容器化实践与 Serverless 应用实操 Graph DB on K8s Demystified and its Serverless applicaiton in actions. 古思为 DEVELOPER ADVOCATE @ 💱 vesoft 方阗 MAINTAINER OF OPEN FUNCTION KCD China 2021 Kubernetes Kubernetes Community Days Nov. 6th @Shanghai ## 古思为 ■ Nebula Graph 开发者布道师 ■ 程序员 ■ 开源信徒 wey-gu wey_gu siwei.io  ![I seven bridges labeled, circa 1905 # "以图结构、图语义来用点、边、属性来查询、表示存储数据的数据库 什么是图数据库 wikipedia.org/wiki/graph_database 了解更多关于 什么是图数据库 ## 为什么需要图数据库？ 传统数据库 图模型的结构 ![Image](/uploads/documents/a/a/3/3/aa330

Data Stream Processing and Analytics Spring 2020 4/28: Graph Streaming Vasiliki (Vasia) Kalavri vkalavri@bu.edu ## Modeling the world as a graph  directed graph undirected graph  ## Graph streams Graph streams model interactions as events that update an underlying graph structure ![Image](/uploads/documents/d/c/6/7/dc6753

TVM ## Deploy GluonCV Models ## GluonCV Models ## MXNet Computational Graph Export As-is Optimize with TVM ## Json Acyclic Graph ![Image](/uploads/documents/3/a/d/4/3ad4506f6e2851b2d0945f1e74f24592/p2_1

the documentation 7 2 What's new in Conan 2 9 2.1 Conan 2 migration guide 9 2.2 New graph model 9 2.3 New public Python API 9 2.4 New build system integrations 10 2.5 New custom user tools examples 203 7.4 Cross-building examples 236 7.5 Configuration files examples 253 7.6 Graph examples 257 7.7 Developer tools and flows 269 7.8 Conan commands examples 276 7.9 Conan runners 1.X. That guide summarizes the above mentioned backports to make the upgrade easier. ### 2.2 New graph model Conan 2 defines new requirement traits (headers, libs, build, run, test, package_id_mode, options