Domain Specific Computer Architectures For Emerging Applications

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Domain-Specific Computer Architectures for Emerging Applications

Author : Chao Wang
Publisher : CRC Press
ISBN 13 : 1040031986
Total Pages : 417 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Domain-Specific Computer Architectures for Emerging Applications by : Chao Wang

Download or read book Domain-Specific Computer Architectures for Emerging Applications written by Chao Wang and published by CRC Press. This book was released on 2024-06-04 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the end of Moore’s Law, domain-specific architecture (DSA) has become a crucial mode of implementing future computing architectures. This book discusses the system-level design methodology of DSAs and their applications, providing a unified design process that guarantees functionality, performance, energy efficiency, and real-time responsiveness for the target application. DSAs often start from domain-specific algorithms or applications, analyzing the characteristics of algorithmic applications, such as computation, memory access, and communication, and proposing the heterogeneous accelerator architecture suitable for that particular application. This book places particular focus on accelerator hardware platforms and distributed systems for various novel applications, such as machine learning, data mining, neural networks, and graph algorithms, and also covers RISC-V open-source instruction sets. It briefly describes the system design methodology based on DSAs and presents the latest research results in academia around domain-specific acceleration architectures. Providing cutting-edge discussion of big data and artificial intelligence scenarios in contemporary industry and typical DSA applications, this book appeals to industry professionals as well as academicians researching the future of computing in these areas.

Domain-Specific Processors

Author : Shuvra S. Bhattacharyya
Publisher : CRC Press
ISBN 13 : 0824757807
Total Pages : 280 pages
Book Rating : 4.8/5 (247 download)

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Book Synopsis Domain-Specific Processors by : Shuvra S. Bhattacharyya

Download or read book Domain-Specific Processors written by Shuvra S. Bhattacharyya and published by CRC Press. This book was released on 2003-11-11 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ranging from low-level application and architecture optimizations to high-level modeling and exploration concerns, this authoritative reference compiles essential research on various levels of abstraction appearing in embedded systems and software design. It promotes platform-based design for improved system implementation and modeling and enhanced performance and cost analyses. Domain-Specific Processors relies upon notions of concurrency and parallelism to satisfy performance and cost constraints resulting from increasingly complex applications and architectures and addresses concepts in specification, simulation, and verification in embedded systems and software design.

Domain Specific High-Level Synthesis for Cryptographic Workloads

Author : Ayesha Khalid
Publisher : Springer
ISBN 13 : 9811010706
Total Pages : 254 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Domain Specific High-Level Synthesis for Cryptographic Workloads by : Ayesha Khalid

Download or read book Domain Specific High-Level Synthesis for Cryptographic Workloads written by Ayesha Khalid and published by Springer. This book was released on 2019-03-28 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an in-depth study of the design and challenges addressed by a high-level synthesis tool targeting a specific class of cryptographic kernels, i.e. symmetric key cryptography. With the aid of detailed case studies, it also discusses optimization strategies that cannot be automatically undertaken by CRYKET (Cryptographic kernels toolkit. The dynamic nature of cryptography, where newer cryptographic functions and attacks frequently surface, means that such a tool can help cryptographers expedite the very large scale integration (VLSI) design cycle by rapidly exploring various design alternatives before reaching an optimal design option. Features include flexibility in cryptographic processors to support emerging cryptanalytic schemes; area-efficient multinational designs supporting various cryptographic functions; and design scalability on modern graphics processing units (GPUs). These case studies serve as a guide to cryptographers exploring the design of efficient cryptographic implementations.

Computer Architecture

Author : John L. Hennessy
Publisher : Morgan Kaufmann
ISBN 13 : 0128119063
Total Pages : 939 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Architecture by : John L. Hennessy

Download or read book Computer Architecture written by John L. Hennessy and published by Morgan Kaufmann. This book was released on 2017-11-23 with total page 939 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Architecture: A Quantitative Approach, Sixth Edition has been considered essential reading by instructors, students and practitioners of computer design for over 20 years. The sixth edition of this classic textbook from Hennessy and Patterson, winners of the 2017 ACM A.M. Turing Award recognizing contributions of lasting and major technical importance to the computing field, is fully revised with the latest developments in processor and system architecture. The text now features examples from the RISC-V (RISC Five) instruction set architecture, a modern RISC instruction set developed and designed to be a free and openly adoptable standard. It also includes a new chapter on domain-specific architectures and an updated chapter on warehouse-scale computing that features the first public information on Google's newest WSC. True to its original mission of demystifying computer architecture, this edition continues the longstanding tradition of focusing on areas where the most exciting computing innovation is happening, while always keeping an emphasis on good engineering design. - Winner of a 2019 Textbook Excellence Award (Texty) from the Textbook and Academic Authors Association - Includes a new chapter on domain-specific architectures, explaining how they are the only path forward for improved performance and energy efficiency given the end of Moore's Law and Dennard scaling - Features the first publication of several DSAs from industry - Features extensive updates to the chapter on warehouse-scale computing, with the first public information on the newest Google WSC - Offers updates to other chapters including new material dealing with the use of stacked DRAM; data on the performance of new NVIDIA Pascal GPU vs. new AVX-512 Intel Skylake CPU; and extensive additions to content covering multicore architecture and organization - Includes "Putting It All Together" sections near the end of every chapter, providing real-world technology examples that demonstrate the principles covered in each chapter - Includes review appendices in the printed text and additional reference appendices available online - Includes updated and improved case studies and exercises - ACM named John L. Hennessy and David A. Patterson, recipients of the 2017 ACM A.M. Turing Award for pioneering a systematic, quantitative approach to the design and evaluation of computer architectures with enduring impact on the microprocessor industry

Emerging Computing: From Devices to Systems

Author : Mohamed M. Sabry Aly
Publisher : Springer Nature
ISBN 13 : 9811674876
Total Pages : 446 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Emerging Computing: From Devices to Systems by : Mohamed M. Sabry Aly

Download or read book Emerging Computing: From Devices to Systems written by Mohamed M. Sabry Aly and published by Springer Nature. This book was released on 2022-07-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers a range of topics dealing with emerging computing technologies which are being developed in response to challenges faced due to scaling CMOS technologies. It provides a sneak peek into the capabilities unleashed by these technologies across the complete system stack, with contributions by experts discussing device technology, circuit, architecture and design automation flows. Presenting a gradual progression of the individual sub-domains and the open research and adoption challenges, this book will be of interest to industry and academic researchers, technocrats and policymakers. Chapters "Innovative Memory Architectures Using Functionality Enhanced Devices" and "Intelligent Edge Biomedical Sensors in the Internet of Things (IoT) Era" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Modeling and Simulation of Invasive Applications and Architectures

Author : Sascha Roloff
Publisher : Springer
ISBN 13 : 9811383871
Total Pages : 180 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Modeling and Simulation of Invasive Applications and Architectures by : Sascha Roloff

Download or read book Modeling and Simulation of Invasive Applications and Architectures written by Sascha Roloff and published by Springer. This book was released on 2019-05-30 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers two main topics: First, novel fast and flexible simulation techniques for modern heterogeneous NoC-based multi-core architectures. These are implemented in the full-system simulator called InvadeSIM and designed to study the dynamic behavior of hundreds of parallel application programs running on such architectures while competing for resources. Second, a novel actor-oriented programming library called ActorX10, which allows to formally model parallel streaming applications by actor graphs and to analyze predictable execution behavior as part of so-called hybrid mapping approaches, which are used to guarantee real-time requirements of such applications at design time independent from dynamic workloads by a combination of static analysis and dynamic embedding.

The RISC-V Reader

Author : David A. Patterson
Publisher :
ISBN 13 : 9780999249109
Total Pages : pages
Book Rating : 4.2/5 (491 download)

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Book Synopsis The RISC-V Reader by : David A. Patterson

Download or read book The RISC-V Reader written by David A. Patterson and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Web Services Research for Emerging Applications: Discoveries and Trends

Author : Zhang, Liang-Jie
Publisher : IGI Global
ISBN 13 : 161520685X
Total Pages : 719 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Web Services Research for Emerging Applications: Discoveries and Trends by : Zhang, Liang-Jie

Download or read book Web Services Research for Emerging Applications: Discoveries and Trends written by Zhang, Liang-Jie and published by IGI Global. This book was released on 2010-02-28 with total page 719 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a comprehensive assessment of the latest developments in Web services research, focusing on composing and coordinating Web services, XML security, and service oriented architecture, and presenting new and emerging research in the Web services discipline"--Provided by publisher.

Modern Computer Architecture and Organization

Author : Jim Ledin
Publisher : Packt Publishing Ltd
ISBN 13 : 1803238232
Total Pages : 667 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Modern Computer Architecture and Organization by : Jim Ledin

Download or read book Modern Computer Architecture and Organization written by Jim Ledin and published by Packt Publishing Ltd. This book was released on 2022-05-04 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: A no-nonsense, practical guide to current and future processor and computer architectures that enables you to design computer systems and develop better software applications across a variety of domains Key FeaturesUnderstand digital circuitry through the study of transistors, logic gates, and sequential logicLearn the architecture of x86, x64, ARM, and RISC-V processors, iPhones, and high-performance gaming PCsStudy the design principles underlying the domains of cybersecurity, bitcoin, and self-driving carsBook Description Are you a software developer, systems designer, or computer architecture student looking for a methodical introduction to digital device architectures, but are overwhelmed by the complexity of modern systems? This step-by-step guide will teach you how modern computer systems work with the help of practical examples and exercises. You'll gain insights into the internal behavior of processors down to the circuit level and will understand how the hardware executes code developed in high-level languages. This book will teach you the fundamentals of computer systems including transistors, logic gates, sequential logic, and instruction pipelines. You will learn details of modern processor architectures and instruction sets including x86, x64, ARM, and RISC-V. You will see how to implement a RISC-V processor in a low-cost FPGA board and write a quantum computing program and run it on an actual quantum computer. This edition has been updated to cover the architecture and design principles underlying the important domains of cybersecurity, blockchain and bitcoin mining, and self-driving vehicles. By the end of this book, you will have a thorough understanding of modern processors and computer architecture and the future directions these technologies are likely to take. What you will learnUnderstand the fundamentals of transistor technology and digital circuitsExplore the concepts underlying pipelining and superscalar processingImplement a complete RISC-V processor in a low-cost FPGAUnderstand the technology used to implement virtual machinesLearn about security-critical computing applications like financial transaction processingGet up to speed with blockchain and the hardware architectures used in bitcoin miningExplore the capabilities of self-navigating vehicle computing architecturesWrite a quantum computing program and run it on a real quantum computerWho this book is for This book is for software developers, computer engineering students, system designers, reverse engineers, and anyone looking to understand the architecture and design principles underlying modern computer systems: ranging from tiny, embedded devices to warehouse-size cloud server farms. A general understanding of computer processors is helpful but not required.

Computer Organization and Design MIPS Edition

Author : David A. Patterson
Publisher : Morgan Kaufmann
ISBN 13 : 0128226749
Total Pages : 829 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Computer Organization and Design MIPS Edition by : David A. Patterson

Download or read book Computer Organization and Design MIPS Edition written by David A. Patterson and published by Morgan Kaufmann. This book was released on 2020-11-24 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Organization and Design: The Hardware/Software Interface, Sixth Edition, the leading, award-winning textbook from Patterson and Hennessy used by more than 40,000 students per year, continues to present the most comprehensive and readable introduction to this core computer science topic. Improvements to this new release include new sections in each chapter on Domain Specific Architectures (DSA) and updates on all real-world examples that keep it fresh and relevant for a new generation of students. - Covers parallelism in-depth, with examples and content highlighting parallel hardware and software topics - Includes new sections in each chapter on Domain Specific Architectures (DSA) - Discusses and highlights the "Eight Great Ideas" of computer architecture, including Performance via Parallelism, Performance via Pipelining, Performance via Prediction, Design for Moore's Law, Hierarchy of Memories, Abstraction to Simplify Design, Make the Common Case Fast and Dependability via Redundancy

Principle Advancements in Database Management Technologies: New Applications and Frameworks

Author : Siau, Keng
Publisher : IGI Global
ISBN 13 : 1605669059
Total Pages : 461 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Principle Advancements in Database Management Technologies: New Applications and Frameworks by : Siau, Keng

Download or read book Principle Advancements in Database Management Technologies: New Applications and Frameworks written by Siau, Keng and published by IGI Global. This book was released on 2009-12-31 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant progression and usage of Internet innovations has caused a need for streamlining past, present, and future database technologies. Principle Advancements in Database Management Technologies: New Applications and Frameworks presents exemplary research in a variety of areas related to database development, technology, and use. This authoritative reference source presents innovative approaches by leading international experts to serve as the primary database management source for researchers, practitioners, and academicians.

Implementation and Analysis of Ciphers in Quantum Computing

Author : Anubhab Baksi
Publisher : Springer Nature
ISBN 13 : 9819700256
Total Pages : 160 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Implementation and Analysis of Ciphers in Quantum Computing by : Anubhab Baksi

Download or read book Implementation and Analysis of Ciphers in Quantum Computing written by Anubhab Baksi and published by Springer Nature. This book was released on with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Domain-Specific Computer Architectures for Emerging Applications

Author : Chao Wang
Publisher : CRC Press
ISBN 13 : 9780429355080
Total Pages : 0 pages
Book Rating : 4.3/5 (55 download)

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Book Synopsis Domain-Specific Computer Architectures for Emerging Applications by : Chao Wang

Download or read book Domain-Specific Computer Architectures for Emerging Applications written by Chao Wang and published by CRC Press. This book was released on 2024-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the latest research in high performance domain-specific computer architectures for emerging applications, including Machine Learning and Neural Networks applications. The book discusses domain specific computing architectures and considers research issues related to the state-of-the art architectures in emerging domains.

Domain-driven Design

Author : Eric Evans
Publisher : Addison-Wesley Professional
ISBN 13 : 0321125215
Total Pages : 563 pages
Book Rating : 4.3/5 (211 download)

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Book Synopsis Domain-driven Design by : Eric Evans

Download or read book Domain-driven Design written by Eric Evans and published by Addison-Wesley Professional. This book was released on 2004 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Domain-Driven Design" incorporates numerous examples in Java-case studies taken from actual projects that illustrate the application of domain-driven design to real-world software development.

Computer Organization and Design RISC-V Edition

Author : David A. Patterson
Publisher : Morgan Kaufmann
ISBN 13 : 0128122765
Total Pages : 700 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Computer Organization and Design RISC-V Edition by : David A. Patterson

Download or read book Computer Organization and Design RISC-V Edition written by David A. Patterson and published by Morgan Kaufmann. This book was released on 2017-05-12 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new RISC-V Edition of Computer Organization and Design features the RISC-V open source instruction set architecture, the first open source architecture designed to be used in modern computing environments such as cloud computing, mobile devices, and other embedded systems. With the post-PC era now upon us, Computer Organization and Design moves forward to explore this generational change with examples, exercises, and material highlighting the emergence of mobile computing and the Cloud. Updated content featuring tablet computers, Cloud infrastructure, and the x86 (cloud computing) and ARM (mobile computing devices) architectures is included. An online companion Web site provides advanced content for further study, appendices, glossary, references, and recommended reading. - Features RISC-V, the first such architecture designed to be used in modern computing environments, such as cloud computing, mobile devices, and other embedded systems - Includes relevant examples, exercises, and material highlighting the emergence of mobile computing and the cloud

Compact and Fast Machine Learning Accelerator for IoT Devices

Author : Hantao Huang
Publisher : Springer
ISBN 13 : 9811333238
Total Pages : 157 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Compact and Fast Machine Learning Accelerator for IoT Devices by : Hantao Huang

Download or read book Compact and Fast Machine Learning Accelerator for IoT Devices written by Hantao Huang and published by Springer. This book was released on 2018-12-07 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest techniques for machine learning based data analytics on IoT edge devices. A comprehensive literature review on neural network compression and machine learning accelerator is presented from both algorithm level optimization and hardware architecture optimization. Coverage focuses on shallow and deep neural network with real applications on smart buildings. The authors also discuss hardware architecture design with coverage focusing on both CMOS based computing systems and the new emerging Resistive Random-Access Memory (RRAM) based systems. Detailed case studies such as indoor positioning, energy management and intrusion detection are also presented for smart buildings.

Invasive Tightly Coupled Processor Arrays

Author : VAHID LARI
Publisher : Springer
ISBN 13 : 9811010587
Total Pages : 165 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Invasive Tightly Coupled Processor Arrays by : VAHID LARI

Download or read book Invasive Tightly Coupled Processor Arrays written by VAHID LARI and published by Springer. This book was released on 2016-07-08 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces new massively parallel computer (MPSoC) architectures called invasive tightly coupled processor arrays. It proposes strategies, architecture designs, and programming interfaces for invasive TCPAs that allow invading and subsequently executing loop programs with strict requirements or guarantees of non-functional execution qualities such as performance, power consumption, and reliability. For the first time, such a configurable processor array architecture consisting of locally interconnected VLIW processing elements can be claimed by programs, either in full or in part, using the principle of invasive computing. Invasive TCPAs provide unprecedented energy efficiency for the parallel execution of nested loop programs by avoiding any global memory access such as GPUs and may even support loops with complex dependencies such as loop-carried dependencies that are not amenable to parallel execution on GPUs. For this purpose, the book proposes different invasion strategies for claiming a desired number of processing elements (PEs) or region within a TCPA exclusively for an application according to performance requirements. It not only presents models for implementing invasion strategies in hardware, but also proposes two distinct design flavors for dedicated hardware components to support invasion control on TCPAs.