INTRODUCTION TO PARALLEL COMPUTING A PRACTICAL GUIDE WITH EXAMPLES IN C

Download Introduction To Parallel Computing A Practical Guide With Examples In C ebook PDF or Read Online books in PDF, EPUB, and Mobi Format. Click Download or Read Online button to INTRODUCTION TO PARALLEL COMPUTING A PRACTICAL GUIDE WITH EXAMPLES IN C book pdf for free now.

Introduction To Parallel Computing A Practical Guide With Examples In C

Author : Wesley Petersen
ISBN : 019151361X
Genre : Computers
File Size : 43.22 MB
Format : PDF, Docs
Download : 314
Read : 521

In the last few years, courses on parallel computation have been developed and offered in many institutions in the UK, Europe and US as a recognition of the growing significance of this topic in mathematics and computer science. There is a clear need for texts that meet the needs of students and lecturers and this book, based on the author's lecture at ETH Zurich, is an ideal practical student guide to scientific computing on parallel computers working up from a hardware instruction level, to shared memory machines, and finally to distributed memory machines. Aimed at advanced undergraduate and graduate students in applied mathematics, computer science, and engineering, subjects covered include linear algebra, fast Fourier transform, and Monte-Carlo simulations, including examples in C and, in some cases, Fortran. This book is also ideal for practitioners and programmers.
Category: Computers

An Introduction To Parallel Programming

Author : Peter Pacheco
ISBN : 0080921442
Genre : Computers
File Size : 90.63 MB
Format : PDF, Mobi
Download : 833
Read : 533

An Introduction to Parallel Programming is the first undergraduate text to directly address compiling and running parallel programs on the new multi-core and cluster architecture. It explains how to design, debug, and evaluate the performance of distributed and shared-memory programs. The author Peter Pacheco uses a tutorial approach to show students how to develop effective parallel programs with MPI, Pthreads, and OpenMP, starting with small programming examples and building progressively to more challenging ones. The text is written for students in undergraduate parallel programming or parallel computing courses designed for the computer science major or as a service course to other departments; professionals with no background in parallel computing. Takes a tutorial approach, starting with small programming examples and building progressively to more challenging examples Focuses on designing, debugging and evaluating the performance of distributed and shared-memory programs Explains how to develop parallel programs using MPI, Pthreads, and OpenMP programming models
Category: Computers

Cuda Programming

Author : Shane Cook
ISBN : 9780124159334
Genre : Computers
File Size : 38.62 MB
Format : PDF
Download : 127
Read : 1136

If you need to learn CUDA but don't have experience with parallel computing, CUDA Programming: A Developer's Introduction offers a detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and hardware, then delving into CUDA installation. Chapters on core concepts including threads, blocks, grids, and memory focus on both parallel and CUDA-specific issues. Later, the book demonstrates CUDA in practice for optimizing applications, adjusting to new hardware, and solving common problems. Comprehensive introduction to parallel programming with CUDA, for readers new to both Detailed instructions help readers optimize the CUDA software development kit Practical techniques illustrate working with memory, threads, algorithms, resources, and more Covers CUDA on multiple hardware platforms: Mac, Linux and Windows with several NVIDIA chipsets Each chapter includes exercises to test reader knowledge
Category: Computers

Parallel Programming In C With Mpi And Openmp

Author : Michael Jay Quinn
ISBN : 0072822562
Genre : Computers
File Size : 65.91 MB
Format : PDF, Mobi
Download : 717
Read : 330

This volume gives a high-level overview of parallel architectures, including processor arrays, centralized multi-processors, distributed multi-processors, commercial multi-computers and commodity clusters. A six-chapter tutorial introduces 25 MPI functions by developing parallel programs to solve a series of increasingly difficult problems. Each program is taken from problem description through design and analysis to implementation and benchmarking on an actual commodity cluster, providing the reader with a wealth of examples.
Category: Computers

Using Openmp

Author : Barbara Chapman
ISBN : 9780262533027
Genre : Computers
File Size : 47.67 MB
Format : PDF, ePub, Docs
Download : 322
Read : 1205

A comprehensive overview of OpenMP, the standard application programming interface for shared memory parallel computing--a reference for students and professionals.
Category: Computers

Programming Massively Parallel Processors

Author : David B. Kirk
ISBN : 9780128119877
Genre : Computers
File Size : 53.32 MB
Format : PDF
Download : 406
Read : 419

Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs. Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth. For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices. Teaches computational thinking and problem-solving techniques that facilitate high-performance parallel computing Utilizes CUDA version 7.5, NVIDIA's software development tool created specifically for massively parallel environments Contains new and updated case studies Includes coverage of newer libraries, such as CuDNN for Deep Learning
Category: Computers

Software Optimization For High Performance Computing

Author : Kevin R. Wadleigh
ISBN : 0130170089
Genre : Computers
File Size : 49.73 MB
Format : PDF, ePub, Mobi
Download : 503
Read : 484

The hands-on guide to high-performance coding and algorithm optimization. This hands-on guide to software optimization introduces state-of-the-art solutions for every key aspect of software performance - both code-based and algorithm-based. Two leading HP software performance experts offer comparative optimization strategies for RISC and for the new Explicitly Parallel Instruction Computing (EPIC) design used in Intel IA-64 processors. Using many practical examples, they offer specific techniques for: Predicting and measuring performance - and identifying your best optimization opportunities Storage optimization: cache, system memory, virtual memory, and I/0 Parallel processing: distributed-memory and shared-memory (SMP and ccNUMA) Compilers and loop optimization Enhancing parallelism: compiler directives, threads, and message passing Mathematical libraries and algorithms Whether you're a developer, ISV, or technical researcher, if you need to optimize high-performance software on today's leading processors, one book delivers the advanced techniques and code examples you need: "Software Optimization for High Performance Computing."
Category: Computers