AI for Computer Architecture

AI for Computer Architecture PDF Author: Lizhong Chen
Publisher: Springer Nature
ISBN: 3031017706
Category : Technology & Engineering
Languages : en
Pages : 124

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Book Description
Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In particular, recent work has explored broader application to the design, optimization, and simulation of computer architecture. Notably, machine-learning-based strategies often surpass prior state-of-the-art analytical, heuristic, and human-expert approaches. This book reviews the application of machine learning in system-wide simulation and run-time optimization, and in many individual components such as caches/memories, branch predictors, networks-on-chip, and GPUs. The book further analyzes current practice to highlight useful design strategies and identify areas for future work, based on optimized implementation strategies, opportune extensions to existing work, and ambitious long term possibilities. Taken together, these strategies and techniques present a promising future for increasingly automated computer architecture designs.

Embedded Systems and Computer Architecture

Embedded Systems and Computer Architecture PDF Author: Graham R Wilson
Publisher: Elsevier
ISBN: 0080477550
Category : Computers
Languages : en
Pages : 320

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Book Description
The author has taught the design and use of microprocessor systems to undergraduate and technician level students for over 25 years. A core text for academic modules on microprocessors, embedded systems and computer architecture A practical design-orientated approach

Computer Architecture and Organization

Computer Architecture and Organization PDF Author: Shuangbao Paul Wang
Publisher: Springer Nature
ISBN: 9811656622
Category : Computers
Languages : en
Pages : 337

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Book Description
In today’s workplace, computer and cybersecurity professionals must understand both hardware and software to deploy effective security solutions. This book introduces readers to the fundamentals of computer architecture and organization for security, and provides them with both theoretical and practical solutions to design and implement secure computer systems. Offering an in-depth and innovative introduction to modern computer systems and patent-pending technologies in computer security, the text integrates design considerations with hands-on lessons learned to help practitioners design computer systems that are immune from attacks. Studying computer architecture and organization from a security perspective is a new area. There are many books on computer architectures and many others on computer security. However, books introducing computer architecture and organization with security as the main focus are still rare. This book addresses not only how to secure computer components (CPU, Memory, I/O, and network) but also how to secure data and the computer system as a whole. It also incorporates experiences from the author’s recent award-winning teaching and research. The book also introduces the latest technologies, such as trusted computing, RISC-V, QEMU, cache security, virtualization, cloud computing, IoT, and quantum computing, as well as other advanced computing topics into the classroom in order to close the gap in workforce development. The book is chiefly intended for undergraduate and graduate students in computer architecture and computer organization, as well as engineers, researchers, cybersecurity professionals, and middleware designers.

Computer Architecture

Computer Architecture PDF Author: John Y. Hsu
Publisher: CRC Press
ISBN: 9781420041101
Category : Computers
Languages : en
Pages : 462

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Book Description
With the new developments in computer architecture, fairly recent publications can quickly become outdated. Computer Architecture: Software Aspects, Coding, and Hardware takes a modern approach. This comprehensive, practical text provides that critical understanding of a central processor by clearly detailing fundamentals, and cutting edge design features. With its balanced software/hardware perspective and its description of Pentium processors, the book allows readers to acquire practical PC software experience. The text presents a foundation-level set of ideas, design concepts, and applications that fully meet the requirements of computer organization and architecture courses. The book features a "bottom up" computer design approach, based upon the author's thirty years experience in both academe and industry. By combining computer engineering with electrical engineering, the author describes how logic circuits are designed in a CPU. The extensive coverage of a micprogrammed CPU and new processor design features gives the insight of current computer development. Computer Architecture: Software Aspects, Coding, and Hardware presents a comprehensive review of the subject, from beginner to advanced levels. Topics include: o Two's complement numbers o Integer overflow o Exponent overflow and underflow o Looping o Addressing modes o Indexing o Subroutine linking o I/O structures o Memory mapped I/O o Cycle stealing o Interrupts o Multitasking o Microprogrammed CPU o Multiplication tree o Instruction queue o Multimedia instructions o Instruction cache o Virtual memory o Data cache o Alpha chip o Interprocessor communications o Branch prediction o Speculative loading o Register stack o JAVA virtual machine o Stack machine principles

Future Parallel Computers

Future Parallel Computers PDF Author: Philip C. Treleaven
Publisher: Springer Science & Business Media
ISBN: 9783540182030
Category : Computers
Languages : en
Pages : 506

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Book Description
Organized by the University of Pisa on behalf of the European Strategic Programme for Research and Development in Information Technology (ESPRIT)

Computer Architecture

Computer Architecture PDF Author: Arroz Guiherme
Publisher: World Scientific
ISBN: 9813238356
Category : Computers
Languages : en
Pages : 752

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Book Description
An introductory text to computer architecture, this comprehensive volume covers the concepts from logic gates to advanced computer architecture. It comes with a full spectrum of exercises and web-downloadable support materials, including assembler and simulator, which can be used in the context of different courses. The authors also make available a hardware description, which can be used in labs and assignments, for hands-on experimentation with an actual, simple processor. This unique compendium is a useful reference for undergraduates, graduates and professionals majoring in computer engineering, circuits and systems, software engineering, biomedical engineering and aerospace engineering.

Advanced Computer Architecture

Advanced Computer Architecture PDF Author: Rajiv Chopra
Publisher: S. Chand Publishing
ISBN: 8121930774
Category : Computers
Languages : en
Pages : 416

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Book Description
This book covers the syllabus of GGSIPU, DU, UPTU, PTU, MDU, Pune University and many other universities. • It is useful for B.Tech(CSE/IT), M.Tech(CSE), MCA(SE) students. • Many solved problems have been added to make this book more fresh. • It has been divided in three parts :Parallel Algorithms, Parallel Programming and Super Computers.

Real-Time Expert Systems Computer Architecture

Real-Time Expert Systems Computer Architecture PDF Author: R.F. Hodson
Publisher: CRC Press
ISBN: 1351084658
Category : Technology & Engineering
Languages : en
Pages : 300

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Book Description
Expert systems and real-time systems technology have been developed independently. Expert systems have been successfully implemented in many complex applications traditionally performed by human experts. Real-time systems have been successfully applied in areas requiring interaction with dynamic environments, control and monitoring applications for example. Merging these two technologies will yield intelligent systems capable of interacting with complex dynamic environments, an area in which human operators exhibit poor productivity, due to cognitive overload.

Computer Architecture

Computer Architecture PDF Author: Veljko Milutinović
Publisher: Elsevier Science Limited
ISBN:
Category : Computers
Languages : en
Pages : 592

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Book Description
Computer Systems Organization -- general.

Computer Architecture

Computer Architecture PDF Author: Joseph D. Dumas II
Publisher: CRC Press
ISBN: 1351835165
Category : Computers
Languages : en
Pages : 396

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Book Description
Future computing professionals must become familiar with historical computer architectures because many of the same or similar techniques are still being used and may persist well into the future. Computer Architecture: Fundamentals and Principles of Computer Design discusses the fundamental principles of computer design and performance enhancement that have proven effective and demonstrates how current trends in architecture and implementation rely on these principles while expanding upon them or applying them in new ways. Rather than focusing on a particular type of machine, this textbook explains concepts and techniques via examples drawn from various architectures and implementations. When necessary, the author creates simplified examples that clearly explain architectural and implementation features used across many computing platforms. Following an introduction that discusses the difference between architecture and implementation and how they relate, the next four chapters cover the architecture of traditional, single-processor systems that are still, after 60 years, the most widely used computing machines. The final two chapters explore approaches to adopt when single-processor systems do not reach desired levels of performance or are not suited for intended applications. Topics include parallel systems, major classifications of architectures, and characteristics of unconventional systems of the past, present, and future. This textbook provides students with a thorough grounding in what constitutes high performance and how to measure it, as well as a full familiarity in the fundamentals needed to make systems perform better. This knowledge enables them to understand and evaluate the many new systems they will encounter throughout their professional careers.