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Author: Yuan Xie Publisher: Springer Nature ISBN: 3031017471 Category : Technology & Engineering Languages : en Pages : 113
Book Description
The emerging three-dimensional (3D) chip architectures, with their intrinsic capability of reducing the wire length, promise attractive solutions to reduce the delay of interconnects in future microprocessors. 3D memory stacking enables much higher memory bandwidth for future chip-multiprocessor design, mitigating the "memory wall" problem. In addition, heterogenous integration enabled by 3D technology can also result in innovative designs for future microprocessors. This book first provides a brief introduction to this emerging technology, and then presents a variety of approaches to designing future 3D microprocessor systems, by leveraging the benefits of low latency, high bandwidth, and heterogeneous integration capability which are offered by 3D technology.
Author: Yuan Xie Publisher: Springer Nature ISBN: 3031017471 Category : Technology & Engineering Languages : en Pages : 113
Book Description
The emerging three-dimensional (3D) chip architectures, with their intrinsic capability of reducing the wire length, promise attractive solutions to reduce the delay of interconnects in future microprocessors. 3D memory stacking enables much higher memory bandwidth for future chip-multiprocessor design, mitigating the "memory wall" problem. In addition, heterogenous integration enabled by 3D technology can also result in innovative designs for future microprocessors. This book first provides a brief introduction to this emerging technology, and then presents a variety of approaches to designing future 3D microprocessor systems, by leveraging the benefits of low latency, high bandwidth, and heterogeneous integration capability which are offered by 3D technology.
Author: Hafizur Rahaman Publisher: Springer ISBN: 3642314945 Category : Computers Languages : en Pages : 408
Book Description
This book constitutes the refereed proceedings of the 16th International Symposium on VSLI Design and Test, VDAT 2012, held in Shibpur, India, in July 2012. The 30 revised regular papers presented together with 10 short papers and 13 poster sessions were carefully selected from 135 submissions. The papers are organized in topical sections on VLSI design, design and modeling of digital circuits and systems, testing and verification, design for testability, testing memories and regular logic arrays, embedded systems: hardware/software co-design and verification, emerging technology: nanoscale computing and nanotechnology.
Author: Evan Tick Publisher: Springer Science & Business Media ISBN: 1461320178 Category : Computers Languages : en Pages : 232
Book Description
One suspects that the people who use computers for their livelihood are growing more "sophisticated" as the field of computer science evolves. This view might be defended by the expanding use of languages such as C and Lisp in contrast to the languages such as FORTRAN and COBOL. This hypothesis is false however - computer languages are not like natural languages where successive generations stick with the language of their ancestors. Computer programmers do not grow more sophisticated - programmers simply take the time to muddle through the increasingly complex language semantics in an attempt to write useful programs. Of course, these programmers are "sophisticated" in the same sense as are hackers of MockLisp, PostScript, and Tex - highly specialized and tedious languages. It is quite frustrating how this myth of sophistication is propagated by some industries, universities, and government agencies. When I was an undergraduate at MIT, I distinctly remember the convoluted questions on exams concerning dynamic scoping in Lisp - the emphasis was placed solely on a "hacker's" view of computation, i. e. , the control and manipulation of storage cells. No consideration was given to the logical structure of programs. Within the past five years, Ada and Common Lisp have become programming language standards, despite their complexity (note that dynamic scoping was dropped even from Common Lisp). Of course, most industries' selection of programming languages are primarily driven by the requirement for compatibility (with previous software) and performance.
Author: Bryan Berg Publisher: Simon and Schuster ISBN: 1439188734 Category : Games & Activities Languages : en Pages : 176
Book Description
Written by the holder of several Guinness World Records for cardstacking, this is the first complete, fully illustrated guide to the art of building mind-boggling, multilevel structures with ordinary playing cards. In Stacking the Deck, Bryan Berg reveals the secret to successful cardstacking with his simple four-card-cell structure and expanded grid techniques. Using illustrations and step-by-step instructions, he guides readers on to more elaborate -- and incredibly strong -- creations. He covers a wide range of architectural styles, from classic to whimsical, and various types of structures, including pyramids, shrines, stadiums, churches, an oil derrick, and even the Empire State Building. Since first setting the height record in 1992, Bryan's built awe-inspiring card models of a Japanese shrine, the Iowa State Capitol building, Ebbets Field, and his latest tower, which is more than twenty-five feet tall! This book includes photographs of some of these amazing pieces, illustrating just how appealing and enduring a "house of cards" can be. Stacking the Deck will inspire everyone from youngsters experimenting with their first deck of cards to adults, who can create their own private skyscrapers. Once you've read Stacking the Deck, you'll never look at a deck of cards the same way again.
Author: Brandon Reagen Publisher: Morgan & Claypool Publishers ISBN: 1627059857 Category : Computers Languages : en Pages : 125
Book Description
This is a primer written for computer architects in the new and rapidly evolving field of deep learning. It reviews how machine learning has evolved since its inception in the 1960s and tracks the key developments leading up to the emergence of the powerful deep learning techniques that emerged in the last decade. Machine learning, and specifically deep learning, has been hugely disruptive in many fields of computer science. The success of deep learning techniques in solving notoriously difficult classification and regression problems has resulted in their rapid adoption in solving real-world problems. The emergence of deep learning is widely attributed to a virtuous cycle whereby fundamental advancements in training deeper models were enabled by the availability of massive datasets and high-performance computer hardware. It also reviews representative workloads, including the most commonly used datasets and seminal networks across a variety of domains. In addition to discussing the workloads themselves, it also details the most popular deep learning tools and show how aspiring practitioners can use the tools with the workloads to characterize and optimize DNNs. The remainder of the book is dedicated to the design and optimization of hardware and architectures for machine learning. As high-performance hardware was so instrumental in the success of machine learning becoming a practical solution, this chapter recounts a variety of optimizations proposed recently to further improve future designs. Finally, it presents a review of recent research published in the area as well as a taxonomy to help readers understand how various contributions fall in context.
Author: Weixia Xu Publisher: Springer ISBN: 3662492830 Category : Computers Languages : en Pages : 191
Book Description
This book constitutes the refereed proceedings of the 19th CCF Conference on Computer Engineering and Technology, NCCET 2015, held in Hefei, China, in October 2015. The 18 papers presented were carefully reviewed and selected from 158 submissions. They are organized in topical sections on processor architecture; application specific processors; computer application and software optimization; technology on the horizon.
Author: Andrea Deplazes Publisher: Springer Science & Business Media ISBN: 3764371900 Category : Architecture Languages : en Pages : 499
Book Description
Now in its second edition: the trailblazing introduction and textbook on construction includes a new section on translucent materials and an article on the use of glass.
Author: Vinod Pangracious Publisher: Springer ISBN: 3319191748 Category : Technology & Engineering Languages : en Pages : 226
Book Description
This book focuses on the development of 3D design and implementation methodologies for Tree-based FPGA architecture. It also stresses the needs for new and augmented 3D CAD tools to support designs such as, the design for 3D, to manufacture high performance 3D integrated circuits and reconfigurable FPGA-based systems. This book was written as a text that covers the foundations of 3D integrated system design and FPGA architecture design. It was written for the use in an elective or core course at the graduate level in field of Electrical Engineering, Computer Engineering and Doctoral Research programs. No previous background on 3D integration is required, nevertheless fundamental understanding of 2D CMOS VLSI design is required. It is assumed that reader has taken the core curriculum in Electrical Engineering or Computer Engineering, with courses like CMOS VLSI design, Digital System Design and Microelectronics Circuits being the most important. It is accessible for self-study by both senior students and professionals alike.
Author: Rajeev Balasubramonian Publisher: Morgan & Claypool Publishers ISBN: 9781598297539 Category : Computers Languages : en Pages : 137
Book Description
A key determinant of overall system performance and power dissipation is the cache hierarchy since access to off-chip memory consumes many more cycles and energy than on-chip accesses. In addition, multi-core processors are expected to place ever higher bandwidth demands on the memory system. All these issues make it important to avoid off-chip memory access by improving the efficiency of the on-chip cache. Future multi-core processors will have many large cache banks connected by a network and shared by many cores. Hence, many important problems must be solved: cache resources must be allocated across many cores, data must be placed in cache banks that are near the accessing core, and the most important data must be identified for retention. Finally, difficulties in scaling existing technologies require adapting to and exploiting new technology constraints.The book attempts a synthesis of recent cache research that has focused on innovations for multi-core processors. It is an excellent starting point for early-stage graduate students, researchers, and practitioners who wish to understand the landscape of recent cache research.The book is suitable as a reference for advanced computer architecture classes as well as for experienced researchers and VLSI engineers.Table of Contents: Basic Elements of Large Cache Design / Organizing Data in CMP Last Level Caches / Policies Impacting Cache Hit Rates / Interconnection Networks within Large Caches / Technology / Concluding Remarks
Author: Akanksha Jain Publisher: Springer Nature ISBN: 3031017625 Category : Technology & Engineering Languages : en Pages : 71
Book Description
This book summarizes the landscape of cache replacement policies for CPU data caches. The emphasis is on algorithmic issues, so the authors start by defining a taxonomy that places previous policies into two broad categories, which they refer to as coarse-grained and fine-grained policies. Each of these categories is then divided into three subcategories that describe different approaches to solving the cache replacement problem, along with summaries of significant work in each category. Richer factors, including solutions that optimize for metrics beyond cache miss rates, that are tailored to multi-core settings, that consider interactions with prefetchers, and that consider new memory technologies, are then explored. The book concludes by discussing trends and challenges for future work. This book, which assumes that readers will have a basic understanding of computer architecture and caches, will be useful to academics and practitioners across the field.
Author: Yuan Xie
Author: Yuan Xie
Author: Hafizur Rahaman
Author: Evan Tick
Author: Bryan Berg
Author: Brandon Reagen
Author: Weixia Xu
Author: Andrea Deplazes
Author: Vinod Pangracious
Author: Rajeev Balasubramonian
Author: Akanksha Jain