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Deep Learning for Computer Architects
ISBN: 9783031006289 / Angielski / Miękka / 124 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. 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. This text serves as a primer for computer architects in a new and rapidly...
Machine learning, and specifically deep learning, has been hugely disruptive in many fields of computer science. The success of deep learning techniqu...
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cena:
221,37 |
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AI for Computer Architecture: Principles, Practice, and Prospects
ISBN: 9783031006425 / Angielski / Miękka / 124 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. 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,...
Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture has only just begun. In partic...
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cena:
241,50 |
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Data Orchestration in Deep Learning Accelerators
ISBN: 9783031006395 / Angielski / Miękka / 168 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growth in deep learning and other AI applications has led to the emergence of custom Deep Neural Network (DNN) accelerators for energy-efficient inference on edge devices. Modern DNNs have millions of hyper parameters and involve billions of computations; this necessitates extensive data movement from memory to on-chip processing engines. It is well known that the cost of data movement today surpasses the cost of the actual computation;...
This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increa...
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cena:
241,50 |
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Cache Replacement Policies
ISBN: 9783031006340 / Angielski / Miękka / 88 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. 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...
This book summarizes the landscape of cache replacement policies for CPU data caches. The emphasis is on algorithmic issues, so the authors start by d...
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cena:
132,80 |
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Principles of Secure Processor Architecture Design
ISBN: 9783031006326 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. With growing interest in computer security and the protection of the code and data which execute on commodity computers, the amount of hardware security features in today's processors has increased significantly over the recent years. No longer of just academic interest, security features inside processors have been embraced by industry as well, with a number of commercial secure processor architectures available today. This book aims to give readers insights into the principles behind the design of academic and commercial secure processor architectures. Secure processor architecture... With growing interest in computer security and the protection of the code and data which execute on commodity computers, the amount of hardware se... |
cena:
241,50 |
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Deep Learning Systems: Algorithms, Compilers, and Processors for Large-Scale Production
ISBN: 9783031006418 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models for commercial applications.
The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are a significant challenge in the deployment of DL models for many applications. Therefore, it is imperative to codesign algorithms, compilers, and hardware to accelerate advances in this field... This book describes deep learning systems: the algorithms, compilers, and processor components to efficiently train and deploy deep learning models fo...
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cena:
241,50 |
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Robotic Computing on FPGAs
ISBN: 9783031006432 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. 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.
This book provides a thorough overview of the state-of-the-art field-programmable gate array (FPGA)-based robotic computing accelerator designs and su...
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cena:
261,63 |
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Innovations in the Memory System
ISBN: 9783031006357 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. The memory system has the potential to be a hub for future innovation. While conventional memory systems focused primarily on high density, other memory system metrics like energy, security, and reliability are grabbing modern research headlines. With processor performance stagnating, it is also time to consider new programming models that move some application computations into the memory system. This, in turn, will lead to feature-rich memory systems with new interfaces. The past decade has seen a number of memory system innovations that point to this future where the memory system will be...
The memory system has the potential to be a hub for future innovation. While conventional memory systems focused primarily on high density, other memo...
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cena:
241,50 |
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Openmp in a Modern World: From Multi-Device Support to Meta Programming: 18th International Workshop on Openmp, Iwomp 2022, Chattanooga, Tn, Usa, Sept
ISBN: 9783031159213 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book constitutes the proceedings of the 18th International Workshop on OpenMP, IWOMP 2022, held in Chattanooga, TN, USA, in September 2022.
The 11 full papers presented in this volume were carefully reviewed and selected for inclusion in this book from the 13 submissions. The papers are organized in topical sections named: OpenMP and multiple nodes; exploring new and recent OpenMP extensions; effectie use of advanced heterogeneous node architectures; OpenMP tool support; OpenMP and multiple translation units. Chapter "Improving Tool Support for Nested Parallel Regions with... This book constitutes the proceedings of the 18th International Workshop on OpenMP, IWOMP 2022, held in Chattanooga, TN, USA, in September 2022.
The... |
cena:
181,11 |
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Computers as Components: Principles of Embedded Computing System Design
ISBN: 9780323851282 / Angielski / Miękka / 560 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
362,19 |
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Model-Based Systems Architecting: Using Cesam to Architect Complex Systems
ISBN: 9781786308207 / Angielski / Twarda / 272 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
644,44 |
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The Burroughs Corporation and Its Innovative Architecture
ISBN: 9781527584570 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book surveys the history of the Burroughs Corporation, from its earliest days as a computer system vendor up to the late 1990s after its merger with Univac Corporation to form Unisys. The Burroughs Corporation was one of the earliest manufacturers of large mainframe computers through its purchase of Datatron. Burroughs developed four more generations of mainframe computer systems, culminating in the B2x00/3x00/4x00 family of machines. It also developed one of the most innovative computer architectures in the B5x00/6x00/7x00 family. These systems featured direct execution of high-level...
This book surveys the history of the Burroughs Corporation, from its earliest days as a computer system vendor up to the late 1990s after its merger w...
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cena:
433,01 |
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Simple SysML for Beginners: Using Sparx Enterprise Architect
ISBN: 9781937468057 / Angielski / Miękka / 406 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
250,11 |
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DevSecOps mit Jenkins: Erstellen einer Continuous Delivery Pipeline
ISBN: 9798842799541 / Niemiecki / Miękka / 120 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
61,50 |
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Principles of High-Performance Processor Design: For High Performance Computing, Deep Neural Networks and Data Science
ISBN: 9783030768737 / Angielski / Miękka / 160 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book describes how we can design and make efficient processors for high-performance computing, AI, and data science. Although there are many textbooks on the design of processors we do not have a widely accepted definition of the efficiency of a general-purpose computer architecture. Without a definition of the efficiency, it is difficult to make scientific approach to the processor design. In this book, a clear definition of efficiency is given and thus a scientific approach for processor design is made possible. In chapter 2, the history of the development of high-performance...
This book describes how we can design and make efficient processors for high-performance computing, AI, and data science. Although there are many text...
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cena:
684,33 |
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Modern Computer Architecture
ISBN: 9781639873678 / Angielski / Twarda / 246 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
600,96 |
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Dissecting Computer Architecture
ISBN: 9781774694398 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
729,76 |
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Guide to Computer Processor Architecture: A Risc-V Approach, with High-Level Synthesis
ISBN: 9783031180224 / Angielski / Miękka / 468 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The book presents a succession of RISC-V processor implementations in increasing difficulty (non pipelined, pipelined, deeply pipelined, multithreaded, multicore).Each implementation is shown as an HLS (High Level Synthesis) code in C++ which can really be synthesized and tested on an FPGA based development board (such a board can be freely obtained from the Xilinx University Program targeting the university professors).The book can be useful for three reasons. First, it is a novel way to introduce computer architecture. The codes given can serve as labs for a processor architecture...
The book presents a succession of RISC-V processor implementations in increasing difficulty (non pipelined, pipelined, deeply pipelined, multithread...
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cena:
221,37 |
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Handbook on Networked Multipoint Multimedia Conferencing and Multistream Immersive Telepresence using SIP: Scalable Distributed Applications and Media Control over Internet
ISBN: 9780367616717 / Angielski / Miękka / 1030 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Handbook on Networked Multipoint Multimedia Conferencing and Multistream Immsersive Telepresence using SIP: Scalable Distributed Applications and Media Control over Internet is the first book to put together all IETF request for comments (RFCs), and the internet drafts standards related to the multipoint conferencing and immersive telepresence.
Handbook on Networked Multipoint Multimedia Conferencing and Multistream Immsersive Telepresence using SIP: Scalable Distributed Applications and Med...
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cena:
357,48 |
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PCSSA - Pega Certified Senior System Architect Exam Practice Questions & Dumps: Exam Practice Questions For PCSSA Exam Prep LATEST VERSION
ISBN: 9798557540391 / Angielski / Miękka / 52 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
60,69 |
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