Peter S. Pacheco

An Introduction to Parallel Programming

• Gebundenes Buch

Produktbeschreibung

With the advent of widely available clusters and multicore processors, parallel programming is no longer just for specialists. Many colleges and universities are integrating parallel programming into their computer science curricula; and because of the increase in availability of parallel hardware, many programming professionals now need to learn parallel programming. An Introduction to Parallel Programming meets their needs. Designed to be accessible to an undergraduate and novice audience, this book explains the hands-on development of parallel programs using MPI-1, Pthreads, and OpenMP. For students and practicing professionals, An Introduction to Parallel Programming shows how to design, debug, and evaluate the performance of distributed and shared-memory programs. User-friendly exercises teach readers how to compile, run and modify example programs.

Produktdetails

• Verlag: Morgan Kaufmann
• Seitenzahl: 392
• Englisch
• Abmessung: 21mm x 186mm x 232mm
• Gewicht: 906g
• ISBN-13: 9780123742605
• ISBN-10: 0123742609
• Artikelnr.: 32205905

Autorenporträt

Pacheco, PeterPeter Pacheco received a PhD in mathematics from Florida State University. After completing graduate school, he became one of the first professors in UCLA's "Program in Computing,? which teaches basic computer science to students at the College of Letters and Sciences there. Since leaving UCLA, he has been on the faculty of the University of San Francisco. At USF Peter has served as chair of the computer science department and is currently chair of the mathematics department.
His research is in parallel scientific computing. He has worked on the development of parallel software for circuit simulation, speech recognition, and the simulation of large networks of biologically accurate neurons. Peter has been teaching parallel computing at both the undergraduate and graduate levels for nearly twenty years. He is the author of Parallel Programming with MPI, published by Morgan Kaufmann Publishers.

Inhaltsangabe

1. Why Parallel Computing 2. Parallel Hardware and Parallel Software 3. Distributed Memory Programming with MPI 4. Shared Memory Programming with Pthreads 5. Shared Memory Programming with OpenMP 6. Parallel Program Development 7. Where to Go from Here

Rezensionen

"Pacheco succeeds in introducing the reader to the key issues and considerations in parallel programming. The simplicity of the examples allows the reader to focus on parallel programming aspects rather than application logic. Including both MPI and Pthreads/OpenMP is a good way to illustrate the differences between message passing and shared-memory programming models. The discussions about analyzing the scalability and efficiency of the resulting parallel programs present a key aspect of developing real parallel programs. Finally, working through the same examples using all three facilities helps make this even more concrete." --W. Hu, ComputingReviews.com

"This is a well-written book, appropriately targeted at junior undergraduates. Being easily digestible, it makes the difficult task of parallel programming come across a lot less daunting than I have seen in other texts. Admittedly, it is light on theory; however, the most memorable lessons in parallel programming are those learned from mistakes made. With over 100 programming exercises, learning opportunities abound." --Bernard Kuc, ACM's Computing Reviews.com

"With the coming of multicore processors and the cloud, parallel computing is most certainly not a niche area off in a corner of the computing world. Parallelism has become central to the efficient use of resources, and this new textbook by Peter Pacheco will go a long way toward introducing students early in their academic careers to both the art and practice of parallel computing." --Duncan Buell, Department of Computer Science and Engineering, University of South Carolina

"An Introduction to Parallel Programming illustrates fundamental programming principles in the increasingly important area of shared memory programming using Pthreads and OpenMP and distributed memory programming using MPI. More importantly, it emphasizes good programming practices by indicating potential performance pitfalls. These topics are presented in the context of a variety of disciplines including computer science, physics and mathematics. The chapters include numerous programming exercises that range from easy to very challenging. This is an ideal book for students or professionals looking to learn parallel programming skills or to refresh their knowledge." --Leigh Little, Department of Computational Science, The College at Brockport, The State University of New York

"An Introduction to Parallel Programming is a well written, comprehensive book on the field of parallel computing. Students and practitioners alike will appreciate the relevant, up-to-date information. Peter Pacheco's very accessible writing style combined with numerous interesting examples keeps the reader's attention. In a field that races forward at a dizzying pace, this book hangs on for the wild ride covering the ins and outs of parallel hardware and software." --Kathy J. Liszka, Department of Computer Science, University of Akron

"Parallel computing is the future and this book really helps introduce this complicated subject with practical and useful examples." --Andrew N. Sloss FBCS, Consultant Engineer, ARM, Author of ARM System Developer's Guide