João Manuel Paiva Cardoso, José Gabriel de Figueired Coutinho, Pedro C. Diniz

Embedded Computing for High Performance

Efficient Mapping of Computations Using Customization, Code Transformations and Compilation

• Broschiertes Buch

Produktbeschreibung

Embedded Computing for High Performance: Design Exploration and Customization Using High-level Compilation and Synthesis Tools provides a set of real-life example implementations that migrate traditional desktop systems to embedded systems. Working with popular hardware, including Xilinx and ARM, the book offers a comprehensive description of techniques for mapping computations expressed in programming languages such as C or MATLAB to high-performance embedded architectures consisting of multiple CPUs, GPUs, and reconfigurable hardware (FPGAs).

The authors demonstrate a domain-specific language (LARA) that facilitates retargeting to multiple computing systems using the same source code. In this way, users can decouple original application code from transformed code and enhance productivity and program portability.

After reading this book, engineers will understand the processes, methodologies, and best practices needed for the development of applications forhigh-performance embedded computing systems.

Focuses on maximizing performance while managing energy consumption in embedded systems Explains how to retarget code for heterogeneous systems with GPUs and FPGAs Demonstrates a domain-specific language that facilitates migrating and retargeting existing applications to modern systems Includes downloadable slides, tools, and tutorials

Produktdetails

• Verlag: Morgan Kaufmann
• Artikelnr. des Verlages: 61723535
• Seitenzahl: 320
• Erscheinungstermin: 15. Juni 2017
• Englisch
• Abmessung: 234mm x 192mm x 20mm
• Gewicht: 668g
• ISBN-13: 9780128041895
• ISBN-10: 0128041897
• Artikelnr.: 47151294

Autorenporträt

João Manuel Paiva Cardoso, Associate Professor, Department of Informatics Engineering (DEI), Faculty of Engineering, University of Porto, Portugal. Previously I was Assistant Professor in the Department of Computer Science and Engineering, Instituto Superior Técnico (IST), Technical University of Lisbon (UTL), in Lisbon (April 4, 2006- Sept. 3, 2008), and Assistant Professor (2001-2006) in the Department of Electronics and Informatics Engineering (DEEI), Faculty of Sciences and Technology, at the University of Algarve, and Teaching Assistant in the same university (1993-2001). I have been a senior researcher at INESC-ID (Systems and Computer Engineering Institute) in Lisbon. I was member of INESC-ID from 1994 to 2009.

Inhaltsangabe

1. Introduction 2. High Performance Embedded Computing 3. Controlling the Design and Development Cycle 4. Source Code Analysis and Instrumentation 5. Source Code Transformations and Optimizations 6. Compiler Optimizations 7. Code Retargeting 8. Advanced Topics