Design of FPGA-Based Computing Systems with OpenCL

Design of FPGA-Based Computing Systems with OpenCL
Title Design of FPGA-Based Computing Systems with OpenCL PDF eBook
Author Hasitha Muthumala Waidyasooriya
Publisher Springer
Pages 131
Release 2017-10-24
Genre Technology & Engineering
ISBN 3319681613

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This book provides wide knowledge about designing FPGA-based heterogeneous computing systems, using a high-level design environment based on OpenCL (Open Computing language), which is called OpenCL for FPGA. The OpenCL-based design methodology will be the key technology to exploit the potential of FPGAs in various applications such as low-power embedded applications and high-performance computing. By understanding the OpenCL-based design methodology, readers can design an entire FPGA-based computing system more easily compared to the conventional HDL-based design, because OpenCL for FPGA takes care of computation on a host, data transfer between a host and an FPGA, computation on an FPGA with a capable of accessing external DDR memories. In the step-by-step way, readers can understand followings: how to set up the design environment how to write better codes systematically considering architectural constraints how to design practical applications

Proceedings of the 5th International Workshop on OpenCL.

Proceedings of the 5th International Workshop on OpenCL.
Title Proceedings of the 5th International Workshop on OpenCL. PDF eBook
Author Simon McIntosh-Smith
Publisher
Pages
Release 2017
Genre OpenCL (Computer program language)
ISBN

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High-Performance Computing Using FPGAs

High-Performance Computing Using FPGAs
Title High-Performance Computing Using FPGAs PDF eBook
Author Wim Vanderbauwhede
Publisher Springer Science & Business Media
Pages 798
Release 2013-08-23
Genre Technology & Engineering
ISBN 1461417910

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High-Performance Computing using FPGA covers the area of high performance reconfigurable computing (HPRC). This book provides an overview of architectures, tools and applications for High-Performance Reconfigurable Computing (HPRC). FPGAs offer very high I/O bandwidth and fine-grained, custom and flexible parallelism and with the ever-increasing computational needs coupled with the frequency/power wall, the increasing maturity and capabilities of FPGAs, and the advent of multicore processors which has caused the acceptance of parallel computational models. The Part on architectures will introduce different FPGA-based HPC platforms: attached co-processor HPRC architectures such as the CHREC’s Novo-G and EPCC’s Maxwell systems; tightly coupled HRPC architectures, e.g. the Convey hybrid-core computer; reconfigurably networked HPRC architectures, e.g. the QPACE system, and standalone HPRC architectures such as EPFL’s CONFETTI system. The Part on Tools will focus on high-level programming approaches for HPRC, with chapters on C-to-Gate tools (such as Impulse-C, AutoESL, Handel-C, MORA-C++); Graphical tools (MATLAB-Simulink, NI LabVIEW); Domain-specific languages, languages for heterogeneous computing(for example OpenCL, Microsoft’s Kiwi and Alchemy projects). The part on Applications will present case from several application domains where HPRC has been used successfully, such as Bioinformatics and Computational Biology; Financial Computing; Stencil computations; Information retrieval; Lattice QCD; Astrophysics simulations; Weather and climate modeling.

Supercomputing Frontiers

Supercomputing Frontiers
Title Supercomputing Frontiers PDF eBook
Author Rio Yokota
Publisher Springer
Pages 301
Release 2018-03-20
Genre Computers
ISBN 3319699539

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It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & Libraries Programming System Software Architecture, Network/Communications & Management Data, Storage & Visualisation The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays

Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays
Title Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays PDF eBook
Author Jonathan Greene
Publisher
Pages
Release 2017-02-22
Genre
ISBN 9781450343541

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FPGA '17: The 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays Feb 22, 2017-Feb 24, 2017 Monterey, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

FPGAs for Software Programmers

FPGAs for Software Programmers
Title FPGAs for Software Programmers PDF eBook
Author Dirk Koch
Publisher Springer
Pages 331
Release 2016-06-17
Genre Technology & Engineering
ISBN 3319264087

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This book makes powerful Field Programmable Gate Array (FPGA) and reconfigurable technology accessible to software engineers by covering different state-of-the-art high-level synthesis approaches (e.g., OpenCL and several C-to-gates compilers). It introduces FPGA technology, its programming model, and how various applications can be implemented on FPGAs without going through low-level hardware design phases. Readers will get a realistic sense for problems that are suited for FPGAs and how to implement them from a software designer’s point of view. The authors demonstrate that FPGAs and their programming model reflect the needs of stream processing problems much better than traditional CPU or GPU architectures, making them well-suited for a wide variety of systems, from embedded systems performing sensor processing to large setups for Big Data number crunching. This book serves as an invaluable tool for software designers and FPGA design engineers who are interested in high design productivity through behavioural synthesis, domain-specific compilation, and FPGA overlays. Introduces FPGA technology to software developers by giving an overview of FPGA programming models and design tools, as well as various application examples; Provides a holistic analysis of the topic and enables developers to tackle the architectural needs for Big Data processing with FPGAs; Explains the reasons for the energy efficiency and performance benefits of FPGA processing; Provides a user-oriented approach and a sense for where and how to apply FPGA technology.

Robotic Computing on FPGAs

Robotic Computing on FPGAs
Title Robotic Computing on FPGAs PDF eBook
Author Shaoshan Liu
Publisher Morgan & Claypool Publishers
Pages 220
Release 2021-06-30
Genre Computers
ISBN 1636391664

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This book provides a thorough overview of the state-of-the-art field-programmable gate array (FPGA)-based robotic computing accelerator designs and summarizes their adopted optimized techniques. This book consists of ten chapters, delving into the details of how FPGAs have been utilized in robotic perception, localization, planning, and multi-robot collaboration tasks. In addition to individual robotic tasks, this book provides detailed descriptions of how FPGAs have been used in robotic products, including commercial autonomous vehicles and space exploration robots.