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FPGA-Accelerated Simulation of Computer Systems

FPGA-Accelerated Simulation of Computer Systems
Author: Hari Angepat
Publisher: Morgan & Claypool Publishers
Total Pages: 82
Release: 2014-07-01
Genre: Computers
ISBN: 1627052143

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To date, the most common form of simulators of computer systems are software-based running on standard computers. One promising approach to improve simulation performance is to apply hardware, specifically reconfigurable hardware in the form of field programmable gate arrays (FPGAs). This manuscript describes various approaches of using FPGAs to accelerate software-implemented simulation of computer systems and selected simulators that incorporate those techniques. More precisely, we describe a simulation architecture taxonomy that incorporates a simulation architecture specifically designed for FPGA accelerated simulation, survey the state-of-the-art in FPGA-accelerated simulation, and describe in detail selected instances of the described techniques. Table of Contents: Preface / Acknowledgments / Introduction / Simulator Background / Accelerating Computer System Simulators with FPGAs / Simulation Virtualization / Categorizing FPGA-based Simulators / Conclusion / Bibliography / Authors' Biographies


FPGA-Accelerated Simulation of Computer Systems

FPGA-Accelerated Simulation of Computer Systems
Author: Hari Angepat
Publisher: Springer Nature
Total Pages: 64
Release: 2022-05-31
Genre: Technology & Engineering
ISBN: 3031017447

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To date, the most common form of simulators of computer systems are software-based running on standard computers. One promising approach to improve simulation performance is to apply hardware, specifically reconfigurable hardware in the form of field programmable gate arrays (FPGAs). This manuscript describes various approaches of using FPGAs to accelerate software-implemented simulation of computer systems and selected simulators that incorporate those techniques. More precisely, we describe a simulation architecture taxonomy that incorporates a simulation architecture specifically designed for FPGA accelerated simulation, survey the state-of-the-art in FPGA-accelerated simulation, and describe in detail selected instances of the described techniques. Table of Contents: Preface / Acknowledgments / Introduction / Simulator Background / Accelerating Computer System Simulators with FPGAs / Simulation Virtualization / Categorizing FPGA-based Simulators / Conclusion / Bibliography / Authors' Biographies


Address Space Translation for FPGA Accelerated Simulators

Address Space Translation for FPGA Accelerated Simulators
Author: Michael Thaddeus Chamberlain
Publisher:
Total Pages: 40
Release: 2015
Genre: Electronic Dissertations
ISBN:

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Microarchitectural simulation is needed to help explore the large design space of new computer systems. These simulations are taking increasingly longer amounts of time to run due to the increasing complexity of modern processors. Co-simulation and high level synthesis are promising fields to improve the overall time required for microarchitectural simulators, and can contribute to low design times and fast simulation speeds permitting a larger range of design space exploration. While promising, co-simulation techniques must find effective ways to map the host memory address space to the FPGA memory address space to be able to correctly transfer simulation data between the host and FPGA.


Quantum Computer Systems

Quantum Computer Systems
Author: Yongshan Ding
Publisher: Springer Nature
Total Pages: 203
Release: 2022-05-31
Genre: Technology & Engineering
ISBN: 303101765X

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This book targets computer scientists and engineers who are familiar with concepts in classical computer systems but are curious to learn the general architecture of quantum computing systems. It gives a concise presentation of this new paradigm of computing from a computer systems' point of view without assuming any background in quantum mechanics. As such, it is divided into two parts. The first part of the book provides a gentle overview on the fundamental principles of the quantum theory and their implications for computing. The second part is devoted to state-of-the-art research in designing practical quantum programs, building a scalable software systems stack, and controlling quantum hardware components. Most chapters end with a summary and an outlook for future directions. This book celebrates the remarkable progress that scientists across disciplines have made in the past decades and reveals what roles computer scientists and engineers can play to enable practical-scale quantum computing.


FPGA-accelerated Analytics

FPGA-accelerated Analytics
Author: Zsolt István
Publisher:
Total Pages:
Release: 2020
Genre: Electronic books
ISBN: 9781680837353

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The monograph provides researchers and practitioners a concise insight into how FPGAs can play an important role in designing modern data-intensive computing systems. Drawing on both theory and practical implementations the readers are brought quickly up to speed on a technique that will significantly improve a system's performance.


Robotic Computing on FPGAs

Robotic Computing on FPGAs
Author: Shaoshan Liu
Publisher: Springer Nature
Total Pages: 202
Release: 2022-05-31
Genre: Technology & Engineering
ISBN: 3031017714

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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.


Creativity in Computing and DataFlow SuperComputing

Creativity in Computing and DataFlow SuperComputing
Author:
Publisher: Academic Press
Total Pages: 240
Release: 2017-01-02
Genre: Computers
ISBN: 012811956X

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Creativity in Computing and DataFlow Supercomputing, the latest release in the Advances in Computers series published since 1960, presents detailed coverage of innovations in computer hardware, software, theory, design, and applications. In addition, it provides contributors with a medium in which they can explore topics in greater depth and breadth than journal articles typically allow. As a result, many articles have become standard references that continue to be of significant, lasting value in this rapidly expanding field. Provides in-depth surveys and tutorials on new computer technology Presents well-known authors and researchers in the field Includes extensive bibliographies with most chapters Contains extensive chapter coverage that is devoted to single themes or subfields of computer science


Embedded Computer Systems: Architectures, Modeling, and Simulation

Embedded Computer Systems: Architectures, Modeling, and Simulation
Author: Dionisios N. Pnevmatikatos
Publisher: Springer
Total Pages: 486
Release: 2019-08-09
Genre: Computers
ISBN: 3030275620

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This book constitutes the refereed proceedings of the 19th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2019, held in Pythagorion, Samos, Greece, in July 2019. The 21 regular papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on system design space exploration; deep learning optimization; system security; multi/many-core scheduling; system energy and heat management; many-core communication; and electronic system-level design and verification. In addition there are 13 papers from three special sessions which were organized on topics of current interest: insights from negative results; machine learning implementations; and European projects.


Embedded Computer Systems: Architectures, Modeling, and Simulation

Embedded Computer Systems: Architectures, Modeling, and Simulation
Author: Alex Orailoglu
Publisher: Springer Nature
Total Pages: 528
Release: 2022-04-26
Genre: Computers
ISBN: 3031045807

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This book constitutes the proceedings of the 21st International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, which took place in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 17 full papers presented in this volume were carefully reviewed and selected from 45 submissions. The papers are organized in topics as follows: simulation and design space exploration; the 3Cs - Cache, Cluster and Cloud; heterogeneous SoC; novel CPU architectures and applications; dataflow; innovative architectures and tools for security; next generation computing; insights from negative results.


Handbook of Signal Processing Systems

Handbook of Signal Processing Systems
Author: Shuvra S. Bhattacharyya
Publisher: Springer Science & Business Media
Total Pages: 1395
Release: 2013-06-20
Genre: Technology & Engineering
ISBN: 1461468590

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Handbook of Signal Processing Systems is organized in three parts. The first part motivates representative applications that drive and apply state-of-the art methods for design and implementation of signal processing systems; the second part discusses architectures for implementing these applications; the third part focuses on compilers and simulation tools, describes models of computation and their associated design tools and methodologies. This handbook is an essential tool for professionals in many fields and researchers of all levels.