Introduction to HPC with MPI for Data Science 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


Introduction to HPC with MPI for Data Science

簡體網頁||繁體網頁
作者
譯者
出版日期
0 頁數
0 價格
叢書系列
9783319219028 圖書編碼

Introduction to HPC with MPI for Data Science 在線電子書 圖書標籤: 計算機  英語  電子版  並行計算   


喜歡 Introduction to HPC with MPI for Data Science 在線電子書 的讀者還喜歡




點擊這裡下載
    


想要找書就要到 圖書目錄大全
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

發表於2024-12-24

Introduction to HPC with MPI for Data Science 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Introduction to HPC with MPI for Data Science 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Introduction to HPC with MPI for Data Science 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



Introduction to HPC with MPI for Data Science 在線電子書 用戶評價

評分

評分

評分

評分

評分

Introduction to HPC with MPI for Data Science 在線電子書 著者簡介


Introduction to HPC with MPI for Data Science 在線電子書 著者簡介


Introduction to HPC with MPI for Data Science 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Introduction to HPC with MPI for Data Science 在線電子書 圖書描述

This gentle introduction to High Performance Computing (HPC) for Data Science using the Message Passing Interface (MPI) standard has been designed as a first course for undergraduates on parallel programming on distributed memory models, and requires only basic programming notions.Divided into two parts the first part covers high performance computing using C++ with the Message Passing Interface (MPI) standard followed by a second part providing high-performance data analytics on computer clusters.In the first part, the fundamental notions of blocking versus non-blocking point-to-point communications, global communications (like broadcast or scatter) and collaborative computations (reduce), with Amdalh and Gustafson speed-up laws are described before addressing parallel sorting and parallel linear algebra on computer clusters. The common ring, torus and hypercube topologies of clusters are then explained and global communication procedures on these topologies are studied. This first part closes with the MapReduce (MR) model of computation well-suited to processing big data using the MPI framework.In the second part, the book focuses on high-performance data analytics. Flat and hierarchical clustering algorithms are introduced for data exploration along with how to program these algorithms on computer clusters, followed by machine learning classification, and an introduction to graph analytics. This part closes with a concise introduction to data core-sets that let big data problems be amenable to tiny data problems.Exercises are included at the end of each chapter in order for students to practice the concepts learned, and a final section contains an overall exam which allows them to evaluate how well they have assimilated the material covered in the book.

Introduction to HPC with MPI for Data Science 在線電子書 下載 mobi epub pdf txt 在線電子書下載


想要找書就要到 圖書目錄大全
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

Introduction to HPC with MPI for Data Science 在線電子書 讀後感

評分

評分

評分

評分

評分

類似圖書 點擊查看全場最低價

Introduction to HPC with MPI for Data Science 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


分享鏈接





Introduction to HPC with MPI for Data Science 在線電子書 相關圖書




本站所有內容均為互聯網搜索引擎提供的公開搜索信息,本站不存儲任何數據與內容,任何內容與數據均與本站無關,如有需要請聯繫相關搜索引擎包括但不限於百度google,bing,sogou

友情鏈接

© 2024 book.wenda123.org All Rights Reserved. 圖書目錄大全 版權所有