Principles of High-Performance Processor Design: For High Performance Computing, Deep Neural Networks and Data Science, Makino Junichiro
Автор: Jeffers, James Название: Intel Xeon Phi Processor High Performance Programming ISBN: 0128091940 ISBN-13(EAN): 9780128091944 Издательство: Elsevier Science Рейтинг: Цена: 49080.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Intel Xeon Phi Processor High Performance Programming is an all-in-one source of information for programming the Second-Generation Intel Xeon Phi product family also called Knights Landing. The authors provide detailed and timely Knights Landingspecific details, programming advice, and real-world examples. The authors distill their years of Xeon Phi programming experience coupled with insights from many expert customers — Intel Field Engineers, Application Engineers, and Technical Consulting Engineers — to create this authoritative book on theessentials of programming for Intel Xeon Phi products. Intel® Xeon Phi™ Processor High-Performance Programming is useful even before you ever program a system with an Intel Xeon Phi processor. To help ensure that your applications run at maximum efficiency, the authors emphasize key techniques for programming any modern parallel computing system whether based on Intel Xeon processors, Intel Xeon Phi processors, or other high-performance microprocessors. Applying these techniques will generally increase your program performance on any system and prepareyou better for Intel Xeon Phi processors.
Автор: Jakub Szefer Название: Principles of Secure Processor Architecture Design ISBN: 1681734044 ISBN-13(EAN): 9781681734040 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 92400.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Provides insights into the principles behind the design of academic and commercial secure processor architectures. This book presents the different challenges of secure processor architecture design to graduate students interested in research on architecture and hardware security and computer architects working in industry.
Автор: Haj-Yahya Название: Energy Efficient High Performance Processors ISBN: 9811085536 ISBN-13(EAN): 9789811085536 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Introduction.- Background.- DOEE: Dynamic Optimization framework for better Energy Efficiency.- Fine-grain Power Breakdown of Modern Out-Of-Order Cores and its implications on Skylake based systems.- Compiler-Directed Power Management for Superscalars.- SEEM: Symbolic Execution for Energy Modeling.- Related Works.- Conclusions and Future Work.
Автор: Jawad Haj-Yahya; Avi Mendelson; Yosi Ben Asher; An Название: Energy Efficient High Performance Processors ISBN: 9811341842 ISBN-13(EAN): 9789811341847 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book explores energy efficiency techniques for high-performance computing (HPC) systems using power-management methods. Adopting a step-by-step approach, it describes power-management flows, algorithms and mechanism that are employed in modern processors such as Intel Sandy Bridge, Haswell, Skylake and other architectures (e.g. ARM). Further, it includes practical examples and recent studies demonstrating how modem processors dynamically manage wide power ranges, from a few milliwatts in the lowest idle power state, to tens of watts in turbo state. Moreover, the book explains how thermal and power deliveries are managed in the context this huge power range.
The book also discusses the different metrics for energy efficiency, presents several methods and applications of the power and energy estimation, and shows how by using innovative power estimation methods and new algorithms modern processors are able to optimize metrics such as power, energy, and performance. Different power estimation tools are presented, including tools that break down the power consumption of modern processors at sub-processor core/thread granularity. The book also investigates software, firmware and hardware coordination methods of reducing power consumption, for example a compiler-assisted power management method to overcome power excursions. Lastly, it examines firmware algorithms for dynamic cache resizing and dynamic voltage and frequency scaling (DVFS) for memory sub-systems.
Автор: Zheng Wang; Anupam Chattopadhyay Название: High-level Estimation and Exploration of Reliability for Multi-Processor System-on-Chip ISBN: 9811010722 ISBN-13(EAN): 9789811010729 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book introduces a novel framework for accurately modeling the errors in nanoscale CMOS technology and developing a smooth tool flow at high-level design abstractions to estimate and mitigate the effects of errors.
This book introduces a novel framework for accurately modeling the errors in nanoscale CMOS technology and developing a smooth tool flow at high-level design abstractions to estimate and mitigate the effects of errors. The book presents novel techniques for high-level fault simulation and reliability estimation as well as architecture-level and system-level fault tolerant designs. It also presents a survey of state-of-the-art problems and solutions, offering insights into reliability issues in digital design and their cross-layer countermeasures.
Автор: Sterling, Thomas Название: High Performance Computing ISBN: 012420158X ISBN-13(EAN): 9780124201583 Издательство: Elsevier Science Рейтинг: Цена: 88690.00 T Наличие на складе: Нет в наличии. Описание: High Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge. In addition, practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products, and students will begin their careers with an understanding of possible directions for future research and development in HPC. . Those who maintain and administer commodity clusters will find this textbook provides essential coverage of not only what HPC systems do, but how they are used.
Автор: Jeffrey S. Vetter Название: Contemporary High Performance Computing ISBN: 0367377756 ISBN-13(EAN): 9780367377755 Издательство: Taylor&Francis Рейтинг: Цена: 63280.00 T Наличие на складе: Невозможна поставка. Описание:
HPC is used to solve a number of complex questions in computational and data-intensive sciences. These questions include the simulation and modeling of physical phenomena, such as climate change, energy production, drug design, global security, and materials design; the analysis of large data sets such as those in genome sequencing, astronomical observation, and cybersecurity; and the intricate design of engineered products, such as airplanes and automobiles.
This second volume of Contemporary High Performance Computing: From Petascale toward Exascale continues to document international HPC ecosystems, including the sponsors and sites that host them. Each chapter is punctuated with a site's flagship system and:
Presents highlights of applications, workloads, and benchmarks
Describes hardware architectures, system software, and programming systems
Explores storage, visualization, and analytics
Examines the data center/facility as well as system statistics
Featuring pictures of buildings and systems in production, floorplans, and many block diagrams and charts to illustrate system design and performance, Contemporary High Performance Computing: From Petascale toward Exascale, Volume Two delivers a detailed snapshot of the rich history of practice in modern HPC. This book provides a valuable reference for researchers in HPC and computational science.
Автор: Lucio Grandinetti; Seyedeh Leili Mirtaheri; Reza S Название: High-Performance Computing and Big Data Analysis ISBN: 3030334945 ISBN-13(EAN): 9783030334949 Издательство: Springer Рейтинг: Цена: 85710.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes revised and selected papers from the Second International Congress on High-Performance Computing and Big Data Analysis, TopHPC 2019, held in Tehran, Iran, in April 2019.
The 37 full papers and 2 short papers presented in this volume were carefully reviewed and selected from a total of 103 submissions. The papers in the volume are organized acording to the following topical headings: deep learning; big data analytics; Internet of Things.- data mining, neural network and genetic algorithms; performance issuesand quantum computing.
Автор: Arora Ritu Название: Conquering Big Data with High Performance Computing ISBN: 331981589X ISBN-13(EAN): 9783319815893 Издательство: Springer Рейтинг: Цена: 158380.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: An Introduction to Big Data, High Performance Computing, High Throughput Computing, and Hadoop.- Using High Performance Computing for Conquering Big Data.- Data Movement in Data-Intensive High Performance Computing.- Using Managed High Performance Computing Systems for High Throughput Computing.- Accelerating Big Data Processing on Modern HPC Clusters.- dispel4py: An Agile Framework for Data-Intensive Methods Using HPC.- Big Data Performance Analysis Tool for HPC Applications and Scientific Clusters.- Big Data behind Big Data.- Empowering R with High Performance Computing Resources for Big Data Analytics.- Big Data Techniques as a Solution to Theory Problems.- High-Frequency Financial Statistics through High Performance Computing.- Large-scale Multi-Modal Data Exploration with Human in the Loop.- Using High Performance Computing for Detecting Duplicate, Similar and Related Images in a Large Data Collection.- Big Data Processing in the eDiscovery Domain.- Databases and High Performance Computing.- Conquering Big Data Through the Support of the Wrangler Supercomputer.
Автор: Arora Название: Conquering Big Data with High Performance Computing ISBN: 3319337408 ISBN-13(EAN): 9783319337401 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This book provides an overview of the resources and research projects that are bringing Big Data and High Performance Computing (HPC) on converging tracks. It demystifies Big Data and HPC for the reader by covering the primary resources, middleware, applications, and tools that enable the usage of HPC platforms for Big Data management and processing.
Through interesting use-cases from traditional and non-traditional HPC domains, the book highlights the most critical challenges related to Big Data processing and management, and shows ways to mitigate them using HPC resources. Unlike most books on Big Data, it covers a variety of alternatives to Hadoop, and explains the differences between HPC platforms and Hadoop.
Written by professionals and researchers in a range of departments and fields, this book is designed for anyone studying Big Data and its future directions. Those studying HPC will also find the content valuable.
Автор: Stephen A. Jarvis; Steven A. Wright; Simon D. Hamm Название: High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation ISBN: 3319102133 ISBN-13(EAN): 9783319102139 Издательство: Springer Рейтинг: Цена: 52170.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The selected articles broadly cover topics on massively parallel and high-performance simulations, modeling and simulation, model development and analysis, performance optimization, power estimation and optimization, high performance computing, reliability, performance analysis, and network simulations.
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