High Performance Heterogeneous Computing 1st Edition by Jack Dongarra (PDF)

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An analytical overview of the state of the art, open problems, and future trends in heterogeneous parallel and distributed computingThis book provides an overview of the ongoing academic research, development, and uses of heterogeneous parallel and distributed computing in the context of scientific computing. Presenting the state of the art in this challenging and rapidly evolving area, the book is organized in five distinct parts:Heterogeneous Platforms: Taxonomy, Typical Uses, and Programming IssuesPerformance Models of Heterogeneous Platforms and Design of Heterogeneous AlgorithmsPerformance: Implementation and SoftwareApplicationsFuture TreHigh Performance Heterogeneous Computing is a valuable¿reference for researchers and practitioners in the area of high performance heterogeneous computing. It also serves as an excellent supplemental text for graduate and postgraduate courses in related areas.

User’s Reviews

Editorial Reviews: Review “A graduate and postgraduate text or … a reference for researchers and practitioners in the high performance heterogeneous computing field.” (Book News, December 2009) From the Inside Flap An analytical overview of the state of the art, open problems, and future trends in heterogeneous parallel and distributed computingThis book provides an overview of the ongoing academic research, development, and uses of heterogeneous parallel and distributed computing in the context of scientific computing. Presenting the state of the art in this challenging and rapidly evolving area, the book is organized in five distinct parts:Heterogeneous Platforms: Taxonomy, Typical Uses, and Programming IssuesPerformance Models of Heterogeneous Platforms and Design of¿Heterogeneous AlgorithmsPerformance: Implementation and SoftwareApplicationsFuture TrendsHigh Performance Heterogeneous Computing is a valuable¿reference for researchers and practitioners in the area of high performance heterogeneous computing. It also serves as an excellent supplemental text for graduate and postgraduate courses in related areas. From the Back Cover An analytical overview of the state of the art, open problems, and future trends in heterogeneous parallel and distributed computingThis book provides an overview of the ongoing academic research, development, and uses of heterogeneous parallel and distributed computing in the context of scientific computing. Presenting the state of the art in this challenging and rapidly evolving area, the book is organized in five distinct parts:Heterogeneous Platforms: Taxonomy, Typical Uses, and Programming IssuesPerformance Models of Heterogeneous Platforms and Design of¿Heterogeneous AlgorithmsPerformance: Implementation and SoftwareApplicationsFuture TrendsHigh Performance Heterogeneous Computing is a valuable¿reference for researchers and practitioners in the area of high performance heterogeneous computing. It also serves as an excellent supplemental text for graduate and postgraduate courses in related areas. About the Author Alexey L. Lastovetsky, PhD, is a Senior Lecturer at the School of Computer Science and Informatics at the University College Dublin (UCD), where he is also the founder and Director of the Heterogeneous Computing Laboratory. His main research interests include algorithms, models, and programming tools for high performance heterogeneous computing. He is the author of mpC, the first parallel programming language for heterogeneous networks of computers. He has published over ninety technical papers in refereed journals and edited books and proceedings for international conferences. He is also the author of Parallel Computing on Heterogeneous Networks (Wiley). Jack J. Dongarra, PhD, is University Distinguished Professor of Computer Science in the Electrical Engineering and Computer Science Department at the University of Tennessee and serves as Distinguished Research Staff in the Computer Science and Mathematics Division at Oak Ridge National Laboratory (ORNL). He is a Turing Fellow in the Computer Science and Mathematics Schools at the University of Manchester and an Adjunct Professor in the Computer Science Department at Rice University. He specializes in numerical algorithms in linear algebra, parallel computing, the use of advanced computer architectures, programming methodology, and tools for parallel computers. His research includes the development, testing, and documentation of high quality mathematical software. He has published approximately 200 articles, papers, reports, or technical memoranda and is the coauthor of several books. He is a member of the IEEE and is the recipient of the IEEE Sid Fernbach Award and the first IEEE Medal of Excellence in Scalable Computing. Read more

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