Accelerating MATLAB with GPU computing : (Record no. 914)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02997nam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20231024231553.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210318b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780124080805 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CvSU-CCAT Campus Library. |
| Language of cataloging | English. |
| Transcribing agency | CvSU-CCAT Campus Library. |
| Description conventions | rda. |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | CIR QA 297 |
| Item number | S84 2014 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Suh, Jung, author. |
| 9 (RLIN) | 2648 |
| 245 ## - TITLE STATEMENT | |
| Title | Accelerating MATLAB with GPU computing : |
| Remainder of title | a primer with examples / |
| Statement of responsibility, etc. | Jung W. Suh, Youngmin Kim. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Amsterdam : |
| Name of publisher, distributor, etc. | Morgan Kaufmann/Elsevier, |
| Date of publication, distribution, etc. | c2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 248 pages : |
| Other physical details | illustrations ; |
| Dimensions | 23 cm |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 243-244) and index.<br/><br/> |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Accelerating MATLAB without GPU -- Configurations for MATLAB and CUDA -- Optimization planning through profiling -- CUDA coding with c-mex -- MATLAB and parallel computing toolbox -- Using CUDA-accelerated libraries -- Example in computer graphics -- CUDA conversion example : 3D image processing.<br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Beyond simulation and algorithm development, many developers increasingly use MATLAB even for product deployment in computationally heavy fields. This often demands that MATLAB codes run faster by leveraging the distributed parallelism of Graphics Processing Units (GPUs). While MATLAB successfully provides high-level functions as a simulation tool for rapid prototyping, the underlying details and knowledge needed for utilizing GPUs make MATLAB users hesitate to step into it. Accelerating MATLAB with GPUs offers a primer on bridging this gap. Starting with the basics, setting up MATLAB for CUDA (in Windows, Linux and Mac OS X) and profiling, it then guides users through advanced topics such as CUDA libraries. The authors share their experience developing algorithms using MATLAB, C++ and GPUs for huge datasets, modifying MATLAB codes to better utilize the computational power of GPUs, and integrating them into commercial software products. Throughout the book, they demonstrate many example codes that can be used as templates of C-MEX and CUDA codes for readers' projects. Download example codes from the publisher's website: http://booksite.elsevier.com/9780124080805/ Shows how to accelerate MATLAB codes through the GPU for parallel processing, with minimal hardware knowledge -- Explains the related background on hardware, architecture and programming for ease of use -- Provides simple worked examples of MATLAB and CUDA C codes as well as templates that can be reused in real-world projects."--Provided by publisher. |
| 546 ## - LANGUAGE NOTE | |
| Language note | In English text. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | MATLAB. |
| 9 (RLIN) | 2590 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Graphics processing units. |
| 9 (RLIN) | 2649 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Numerical analysis Data processing. |
| 9 (RLIN) | 2650 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS General. |
| 9 (RLIN) | 2651 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematics. |
| 9 (RLIN) | 13 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Electronic books. |
| 9 (RLIN) | 2652 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kim, Youngmin, author. |
| 9 (RLIN) | 2653 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Edition | First edition |
| Classification part | QA 297 S84 2014 |
| Call number prefix | CIR |
| Source of classification or shelving scheme | Library of Congress Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Coded location qualifier | Cost, normal purchase price | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Book | Cavite State University - CCAT Campus | Cavite State University - CCAT Campus | GCS | 09/15/2015 | Purchased from Forefront | GCS | 4617.00 | CIR QA 297 S84 2014 | R0011129 | 10/15/2025 | 1 | 03/18/2021 | Book |