1# Library to Find Best eBook for Read
Author : Peter Pacheco
Release : 1997
Genre : Computers
Kind : eBook
Book Rating : 394/5 ( reviews)
Book Synopsis Parallel Programming with MPI by : Peter Pacheco
Download or read book Parallel Programming with MPI written by Peter Pacheco. This book was released on 1997. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics of Computing -- Parallelism.
Author : William Gropp
Release : 2014-11-07
Genre : Computers
Kind : eBook
Book Rating : 634/5 ( reviews)
Book Synopsis Using Advanced MPI by : William Gropp
Download or read book Using Advanced MPI written by William Gropp. This book was released on 2014-11-07. Available in PDF, EPUB and Kindle. Book excerpt: A guide to advanced features of MPI, reflecting the latest version of the MPI standard, that takes an example-driven, tutorial approach. This book offers a practical guide to the advanced features of the MPI (Message-Passing Interface) standard library for writing programs for parallel computers. It covers new features added in MPI-3, the latest version of the MPI standard, and updates from MPI-2. Like its companion volume, Using MPI, the book takes an informal, example-driven, tutorial approach. The material in each chapter is organized according to the complexity of the programs used as examples, starting with the simplest example and moving to more complex ones. Using Advanced MPI covers major changes in MPI-3, including changes to remote memory access and one-sided communication that simplify semantics and enable better performance on modern hardware; new features such as nonblocking and neighborhood collectives for greater scalability on large systems; and minor updates to parallel I/O and dynamic processes. It also covers support for hybrid shared-memory/message-passing programming; MPI_Message, which aids in certain types of multithreaded programming; features that handle very large data; an interface that allows the programmer and the developer to access performance data; and a new binding of MPI to Fortran.
Author : William Gropp
Release : 1999
Genre : Computers
Kind : eBook
Book Rating : 326/5 ( reviews)
Book Synopsis Using MPI by : William Gropp
Download or read book Using MPI written by William Gropp. This book was released on 1999. Available in PDF, EPUB and Kindle. Book excerpt: The authors introduce the core function of the Message Printing Interface (MPI). This edition adds material on the C++ and Fortran 90 binding for MPI.
Author : George Em Karniadakis
Release : 2003-06-16
Genre : Computers
Kind : eBook
Book Rating : 77X/5 ( reviews)
Book Synopsis Parallel Scientific Computing in C++ and MPI by : George Em Karniadakis
Download or read book Parallel Scientific Computing in C++ and MPI written by George Em Karniadakis. This book was released on 2003-06-16. Available in PDF, EPUB and Kindle. Book excerpt: Numerical algorithms, modern programming techniques, and parallel computing are often taught serially across different courses and different textbooks. The need to integrate concepts and tools usually comes only in employment or in research - after the courses are concluded - forcing the student to synthesise what is perceived to be three independent subfields into one. This book provides a seamless approach to stimulate the student simultaneously through the eyes of multiple disciplines, leading to enhanced understanding of scientific computing as a whole. The book includes both basic as well as advanced topics and places equal emphasis on the discretization of partial differential equations and on solvers. Some of the advanced topics include wavelets, high-order methods, non-symmetric systems, and parallelization of sparse systems. The material covered is suited to students from engineering, computer science, physics and mathematics.
Author : Frank Nielsen
Release : 2016-02-03
Genre : Computers
Kind : eBook
Book Rating : 030/5 ( reviews)
Book Synopsis Introduction to HPC with MPI for Data Science by : Frank Nielsen
Download or read book Introduction to HPC with MPI for Data Science written by Frank Nielsen. This book was released on 2016-02-03. Available in PDF, EPUB and Kindle. Book excerpt: 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.
