Accelerating MATLAB with GPU Computing: A Primer with by Jung W. Suh, Youngmin Kim

By Jung W. Suh, Youngmin Kim

Past simulation and set of rules improvement, many builders more and more use MATLAB even for product deployment in computationally heavy fields. This usually calls for that MATLAB codes run swifter via leveraging the allotted parallelism of snap shots Processing devices (GPUs). whereas MATLAB effectively offers high-level services as a simulation instrument for fast prototyping, the underlying info and information wanted for using GPUs make MATLAB clients hesitate to step into it. Accelerating MATLAB with GPUs bargains a primer on bridging this gap.

Starting with the fundamentals, establishing MATLAB for CUDA (in home windows, Linux and Mac OS X) and profiling, it then courses clients via complicated issues comparable to CUDA libraries. The authors proportion their adventure constructing algorithms utilizing MATLAB, C++ and GPUs for enormous datasets, editing MATLAB codes to raised make the most of the computational strength of GPUs, and integrating them into advertisement software program items. in the course of the publication, they reveal many instance codes that may be used as templates of C-MEX and CUDA codes for readers' tasks. obtain instance codes from the publisher's web site: http://booksite.elsevier.com/9780124080805/

• exhibits the best way to speed up MATLAB codes during the GPU for parallel processing, with minimum knowledge
• Explains the similar heritage on undefined, structure and programming for ease of use
• presents basic labored examples of MATLAB and CUDA C codes in addition to templates that may be reused in real-world tasks

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We also provide an optional automated teller machine (ATM) case study in Chapters 25–26, which contains a complete C++ implementation. The case study presents a carefully paced introduction to object-oriented design using the UML—an industry standard graphical modeling language for developing object-oriented systems. We guide you through a friendly design experience intended for the novice. C++ Standard Library C++ programs consist of pieces called classes and functions. You can program each piece yourself, but most C++ programmers take advantage of the rich collections of classes and functions in the C++ Standard Library.

Computers). You’ll learn object-oriented programming—today’s key programming methodology. You’ll create and work with many software objects in this text. C++ is one of today’s most popular software development languages. This text provides an introduction to programming in the version of C++ standardized in the United States through the American National Standards Institute (ANSI) and worldwide through the efforts of the International Organization for Standardization (ISO). In use today are more than a billion general-purpose computers and billions more cell phones, smartphones and handheld devices (such as tablet computers).

Com. com/irc): xxx Preface • Solutions Manual with solutions to the vast majority of the end-of-chapter exercises and Lab Manual exercises. We’ve added dozens of Making a Difference exercises, most with solutions. com/educator/replocator/. Acknowledgments2 We’d like to thank Abbey Deitel and Barbara Deitel of Deitel & Associates, Inc. for long hours devoted to this project. We’re fortunate to have worked with the dedicated team of publishing professionals at Pearson. We appreciate the guidance, savvy and energy of Michael Hirsch, Editor-in-Chief of Computer Science.

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