[tile] DB 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. 。Phil Ratzloff *。Distinguished relationships between elements of a data set *，Without regard to what the data set actually is *。 Graph theoretical (abstract) results can be applied to many different practical (concrete) problems -theory cvMuNKCATIOWS 有二有 灿瑟必帮 和一是/第 手太则光大 A，训四 昱 站 -本| 厅 是，主 半一司、|全之体 ~ 对 /人-看 奋才全 和 全原 和 刁曾 The Future ls Big Graph: on meetalThngs soneaiadman MD] Basic Principles *。The C++ standard library (nee STL) provides

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.[DISTRIBUTION STATEMENT GraphBLAS community, C API Overview of our draft C++ API How might this interoperate with standard C++, graph library proposal? 4[DISTRIBUTION STATEMENT A] This material has been approved for public release GraphBLAS community, C API Overview of our draft C++ API How might this interoperate with standard C++, graph library proposal? 5[DISTRIBUTION STATEMENT A] This material has been approved for public release

top-down task graph What is Task Graph-based Programming System (TGPS) Code 4• TGPS encapsulates function calls and their dependencies in a top-down task graph What is Task Graph-based Programming task graph What is Task Graph-based Programming System (TGPS) Code A B C D B A C D 6• TGPS encapsulates function calls and their dependencies in a top-down task graph What is Task Graph-based precede(task_d); 19 20 sched.schedule(); 21 sched.wait(); B A C D 1. Easy to write and express a task graph 2. Allow to implement irregular parallel decomposition strategies 8Existing TGPSs on Heterogenous

resulting type is the “computational graph”lazy continuations auto k = http::Post(url, body, /* k' */); k.Start(); ● resulting type is the “computational graph” ● the graph is lazy, i.e., nothing has started type is the “computational graph” ● the graph is lazy, i.e., nothing has started when we get it (tradeoff for dynamic allocation) and must be explicitly started ● the graph can be allocated on the stack type is the “computational graph” ● the graph is lazy, i.e., nothing has started when we get it (tradeoff for dynamic allocation) and must be explicitly started ● the graph can be allocated on the stack

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 3.6 Install from source You can run conan directly from source code. First you folder where the conanfile.txt is: $ conan info .. Generate a graph of your dependencies in dot or html formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 4.5 Searching Operating System or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 2.6 Install from source You can run Conan directly from source code. First, you folder where the conanfile.txt is: $ conan info .. Generate a graph of your dependencies in dot or html formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 3.5 Searching Operating System or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 2.6 Install from source You can run Conan directly from source code. First, you location of the conan- file.txt folder: $ conan info .. Generate a graph of your dependencies using Dot or HTML formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 3.5 Searching operating system or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 3.6 Install from source You can run Conan directly from source code. First, you folder where the conanfile.txt is: $ conan info .. Generate a graph of your dependencies in dot or html formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 4.5 Searching Operating System or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 3.6 Install from source You can run conan directly from source code. First you folder where the conanfile.txt is: $ conan info .. Generate a graph of your dependencies in dot or html formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 4.5 Searching Operating System or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot

or list a directory of a given reference or package. info Gets information about the dependency graph of a recipe. ... 2.6 Install from source You can run Conan directly from source code. First, you 12:40:49 Required by: OpenSSL/1.0.2o@conan/stable Or generate a graph of your dependencies using Dot or HTML formats: $ conan info .. --graph=file.html $ file.html # or open the file, double-click 3.3. operating system or the architecture would be naturally the same for all packages in a dependency graph, linking a Linux library for a Windows app, or mixing architectures is impossible. Settings cannot