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Heterogeneous System Architecture

Heterogeneous System Architecture Book
Author : Wen-mei W. Hwu
Publisher : Morgan Kaufmann Publishers
Release : 2015-11-01
ISBN : 9780128003862
Language : En, Es, Fr & De

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Book Description :

Heterogeneous Systems Architecture - a new compute platform infrastructure presents a next-generation hardware platform, and associated software, that allows processors of different types to work efficiently and cooperatively in shared memory from a single source program. HSA also defines a virtual ISA for parallel routines or kernels, which is vendor and ISA independent thus enabling single source programs to execute across any HSA compliant heterogeneous processer from those used in smartphones to supercomputers. The book begins with an overview of the evolution of heterogeneous parallel processing, associated problems, and how they are overcome with HSA. Later chapters provide a deeper perspective on topics such as the runtime, memory model, queuing, context switching, the architected queuing language, simulators, and tool chains. Finally, three real world examples are presented, which provide an early demonstration of how HSA can deliver significantly higher performance thru C++ based applications. Contributing authors are HSA Foundation members who are experts from both academia and industry. Some of these distinguished authors are listed here in alphabetical order: Yeh-Ching Chung, Benedict R. Gaster, Juan Gómez-Luna, Derek Hower, Lee Howes, Shih-Hao HungThomas B. Jablin, David Kaeli,Phil Rogers, Ben Sander, I-Jui (Ray) Sung. Provides clear and concise explanations of key HSA concepts and fundamentals by expert HSA Specification contributors Explains how performance-bound programming algorithms and application types can be significantly optimized by utilizing HSA hardware and software features Presents HSA simply, clearly, and concisely without reading the detailed HSA Specification documents Demonstrates ideal mapping of processing resources from CPUs to many other heterogeneous processors that comply with HSA Specifications

Heterogeneous System Architecture

Heterogeneous System Architecture Book
Author : Wen-mei W. Hwu
Publisher : Morgan Kaufmann
Release : 2015-11-20
ISBN : 0128008016
Language : En, Es, Fr & De

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Book Description :

Heterogeneous Systems Architecture - a new compute platform infrastructure presents a next-generation hardware platform, and associated software, that allows processors of different types to work efficiently and cooperatively in shared memory from a single source program. HSA also defines a virtual ISA for parallel routines or kernels, which is vendor and ISA independent thus enabling single source programs to execute across any HSA compliant heterogeneous processer from those used in smartphones to supercomputers. The book begins with an overview of the evolution of heterogeneous parallel processing, associated problems, and how they are overcome with HSA. Later chapters provide a deeper perspective on topics such as the runtime, memory model, queuing, context switching, the architected queuing language, simulators, and tool chains. Finally, three real world examples are presented, which provide an early demonstration of how HSA can deliver significantly higher performance thru C++ based applications. Contributing authors are HSA Foundation members who are experts from both academia and industry. Some of these distinguished authors are listed here in alphabetical order: Yeh-Ching Chung, Benedict R. Gaster, Juan Gómez-Luna, Derek Hower, Lee Howes, Shih-Hao HungThomas B. Jablin, David Kaeli,Phil Rogers, Ben Sander, I-Jui (Ray) Sung. Provides clear and concise explanations of key HSA concepts and fundamentals by expert HSA Specification contributors Explains how performance-bound programming algorithms and application types can be significantly optimized by utilizing HSA hardware and software features Presents HSA simply, clearly, and concisely without reading the detailed HSA Specification documents Demonstrates ideal mapping of processing resources from CPUs to many other heterogeneous processors that comply with HSA Specifications

Accelerating Data Deduplication with Heterogeneous System Architecture

Accelerating Data Deduplication with Heterogeneous System Architecture Book
Author : Anonim
Publisher : Unknown
Release : 2015
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Accelerating Data Deduplication with Heterogeneous System Architecture book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Heterogeneous Computing

Heterogeneous Computing Book
Author : Mohamed Zahran
Publisher : Morgan & Claypool
Release : 2019-05-29
ISBN : 1450361005
Language : En, Es, Fr & De

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Book Description :

If you look around you will find that all computer systems, from your portable devices to the strongest supercomputers, are heterogeneous in nature. The most obvious heterogeneity is the existence of computing nodes of different capabilities (e.g. multicore, GPUs, FPGAs, ...). But there are also other heterogeneity factors that exist in computing systems, like the memory system components, interconnection, etc. The main reason for these different types of heterogeneity is to have good performance with power efficiency. Heterogeneous computing results in both challenges and opportunities. This book discusses both. It shows that we need to deal with these challenges at all levels of the computing stack: from algorithms all the way to process technology. We discuss the topic of heterogeneous computing from different angles: hardware challenges, current hardware state-of-the-art, software issues, how to make the best use of the current heterogeneous systems, and what lies ahead. The aim of this book is to introduce the big picture of heterogeneous computing. Whether you are a hardware designer or a software developer, you need to know how the pieces of the puzzle fit together. The main goal is to bring researchers and engineers to the forefront of the research frontier in the new era that started a few years ago and is expected to continue for decades. We believe that academics, researchers, practitioners, and students will benefit from this book and will be prepared to tackle the big wave of heterogeneous computing that is here to stay.

A Heterogeneous System Architecture for Low power Wireless Sensor Nodes in Compute intensive Distributed Applications

A Heterogeneous System Architecture for Low power Wireless Sensor Nodes in Compute intensive Distributed Applications Book
Author : Andreas Engel
Publisher : Unknown
Release : 2016
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download A Heterogeneous System Architecture for Low power Wireless Sensor Nodes in Compute intensive Distributed Applications book written by Andreas Engel, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Compiling Algorithms for Heterogeneous Systems

Compiling Algorithms for Heterogeneous Systems Book
Author : Steven Bell,Jing Pu,James Hegarty,Mark Horowitz
Publisher : Morgan & Claypool Publishers
Release : 2018-01-17
ISBN : 1627057307
Language : En, Es, Fr & De

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Book Description :

Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing this specialized hardware—and the software to control it—is astronomical. Moreover, the task of porting algorithms to these heterogeneous machines typically requires that the algorithm be partitioned across the machine and rewritten for each specific architecture, which is time consuming and prone to error. Over the last several years, the authors have approached this problem using domain-specific languages (DSLs): high-level programming languages customized for specific domains, such as database manipulation, machine learning, or image processing. By giving up generality, these languages are able to provide high-level abstractions to the developer while producing high performance output. The purpose of this book is to spur the adoption and the creation of domain-specific languages, especially for the task of creating hardware designs. In the first chapter, a short historical journey explains the forces driving computer architecture today. Chapter 2 describes the various methods for producing designs for accelerators, outlining the push for more abstraction and the tools that enable designers to work at a higher conceptual level. From there, Chapter 3 provides a brief introduction to image processing algorithms and hardware design patterns for implementing them. Chapters 4 and 5 describe and compare Darkroom and Halide, two domain-specific languages created for image processing that produce high-performance designs for both FPGAs and CPUs from the same source code, enabling rapid design cycles and quick porting of algorithms. The final section describes how the DSL approach also simplifies the problem of interfacing between application code and the accelerator by generating the driver stack in addition to the accelerator configuration. This book should serve as a useful introduction to domain-specialized computing for computer architecture students and as a primer on domain-specific languages and image processing hardware for those with more experience in the field.

A KVM based Hypervisor for Heterogeneous System Architecture

A KVM based Hypervisor for Heterogeneous System Architecture Book
Author : Anonim
Publisher : Unknown
Release : 2015
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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Heterogeneous Computing Architectures

Heterogeneous Computing Architectures Book
Author : Olivier Terzo,Karim Djemame,Alberto Scionti,Clara Pezuela
Publisher : CRC Press
Release : 2019-09-10
ISBN : 0429680031
Language : En, Es, Fr & De

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Book Description :

Heterogeneous Computing Architectures: Challenges and Vision provides an updated vision of the state-of-the-art of heterogeneous computing systems, covering all the aspects related to their design: from the architecture and programming models to hardware/software integration and orchestration to real-time and security requirements. The transitions from multicore processors, GPU computing, and Cloud computing are not separate trends, but aspects of a single trend-mainstream; computers from desktop to smartphones are being permanently transformed into heterogeneous supercomputer clusters. The reader will get an organic perspective of modern heterogeneous systems and their future evolution.

Quality Reliability Security and Robustness in Heterogeneous Systems

Quality  Reliability  Security and Robustness in Heterogeneous Systems Book
Author : Xiaowen Chu,Hongbo Jiang,Bo Li,Dan Wang,Wei Wang
Publisher : Springer Nature
Release : 2020-01-13
ISBN : 3030388190
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-conference proceedings of the 15th EAI International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2019, held in Shenzhen, China, in November 2019. The 16 revised full papers were carefully reviewed and selected from 55 submissions. The papers are organized thematically in tracks, starting with mobile systems, cloud resource management and scheduling, machine learning, telecommunication systems, and network management.

Cooperating Heterogeneous Systems

Cooperating Heterogeneous Systems Book
Author : David G. Schwartz
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 1461522110
Language : En, Es, Fr & De

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Book Description :

Cooperating Heterogeneous Systems provides an in-depth introduction to the issues and techniques surrounding the integration and control of diverse and independent software components. Organizations increasingly rely upon diverse computer systems to perform a variety of knowledge-based tasks. This presents technical issues of interoperability and integration, as well as philosophical issues of how cooperation and interaction between computational entities is to be realized. Cooperating systems are systems that work together towards a common end. The concepts of cooperation must be realized in technically sound system architectures, having a uniform meta-layer between knowledge sources and the rest of the system. The layer consists of a family of interpreters, one for each knowledge source, and meta-knowledge. A system architecture to integrate and control diverse knowledge sources is presented. The architecture is based on the meta-level properties of the logic programming language Prolog. An implementation of the architecture is described, a Framework for Logic Programming Systems with Distributed Execution (FLiPSiDE). Knowledge-based systems play an important role in any up-to-date arsenal of decision support tools. The tremendous growth of computer communications infrastructure has made distributed computing a viable option, and often a necessity in geographically distributed organizations. It has become clear that to take knowledge-based systems to their next useful level, it is necessary to get independent knowledge-based systems to work together, much as we put together ad hoc work groups in our organizations to tackle complex problems. The book is for scientists and software engineers who have experience in knowledge-based systems and/or logic programming and seek a hands-on introduction to cooperating systems. Researchers investigating autonomous agents, distributed computation, and cooperating systems will find fresh ideas and new perspectives on well-established approaches to control, organization, and cooperation.

An LLVM based Binary Translator For A Heterogeneous System Architecture Simulator

An LLVM based Binary Translator For A Heterogeneous System Architecture Simulator Book
Author : Wei-Chung Hsu,Iat-Tou Liang
Publisher : Unknown
Release : 2013
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download An LLVM based Binary Translator For A Heterogeneous System Architecture Simulator book written by Wei-Chung Hsu,Iat-Tou Liang, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Heterogeneous Computing with OpenCL

Heterogeneous Computing with OpenCL Book
Author : Benedict Gaster
Publisher : Newnes
Release : 2012-11-13
ISBN : 0124058949
Language : En, Es, Fr & De

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Book Description :

Heterogeneous Computing with OpenCL, Second Edition teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs) such as AMD Fusion technology. It is the first textbook that presents OpenCL programming appropriate for the classroom and is intended to support a parallel programming course. Students will come away from this text with hands-on experience and significant knowledge of the syntax and use of OpenCL to address a range of fundamental parallel algorithms. Designed to work on multiple platforms and with wide industry support, OpenCL will help you more effectively program for a heterogeneous future. Written by leaders in the parallel computing and OpenCL communities, Heterogeneous Computing with OpenCL explores memory spaces, optimization techniques, graphics interoperability, extensions, and debugging and profiling. It includes detailed examples throughout, plus additional online exercises and other supporting materials that can be downloaded at http://www.heterogeneouscompute.org/?page_id=7 This book will appeal to software engineers, programmers, hardware engineers, and students/advanced students. Explains principles and strategies to learn parallel programming with OpenCL, from understanding the four abstraction models to thoroughly testing and debugging complete applications. Covers image processing, web plugins, particle simulations, video editing, performance optimization, and more. Shows how OpenCL maps to an example target architecture and explains some of the tradeoffs associated with mapping to various architectures Addresses a range of fundamental programming techniques, with multiple examples and case studies that demonstrate OpenCL extensions for a variety of hardware platforms

Quality Reliability Security and Robustness in Heterogeneous Systems

Quality  Reliability  Security and Robustness in Heterogeneous Systems Book
Author : Lei Wang,Tie Qiu,Wenbing Zhao
Publisher : Springer
Release : 2018-03-28
ISBN : 3319780786
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-conference proceedings of the 13th International Conference on Quality, Reliability, Security and Robustness in Heterogeneous Networks, QShine 2017, held in Dalian, China, in December 2017. The 25 revised full papers were carefully reviewed and selected from 43 submissions. The papers are organized thematically in tracks, starting with mobile and wireless networks, quality and reliability, wireless networking algorithms and protocols, and smart applications.

High Performance Computing

High Performance Computing Book
Author : Michela Taufer,Bernd Mohr,Julian M. Kunkel
Publisher : Springer
Release : 2016-10-05
ISBN : 331946079X
Language : En, Es, Fr & De

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Book Description :

This book constitutes revised selected papers from 7 workshops that were held in conjunction with the ISC High Performance 2016 conference in Frankfurt, Germany, in June 2016. The 45 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They stem from the following workshops: Workshop on Exascale Multi/Many Core Computing Systems, E-MuCoCoS; Second International Workshop on Communication Architectures at Extreme Scale, ExaComm; HPC I/O in the Data Center Workshop, HPC-IODC; International Workshop on OpenPOWER for HPC, IWOPH; Workshop on the Application Performance on Intel Xeon Phi – Being Prepared for KNL and Beyond, IXPUG; Workshop on Performance and Scalability of Storage Systems, WOPSSS; and International Workshop on Performance Portable Programming Models for Accelerators, P3MA.

More than Moore

More than Moore Book
Author : Guo Qi Zhang,Alfred van Roosmalen
Publisher : Springer Science & Business Media
Release : 2010-01-23
ISBN : 9780387755939
Language : En, Es, Fr & De

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Book Description :

In the past decades, the mainstream of microelectronics progression was mainly powered by Moore's law focusing on IC miniaturization down to nano scale. However, there is a fast increasing need for "More than Moore" (MtM) products and technology that are based upon or derived from silicon technologies, but do not simply scale with Moore’s law. This book provides new vision, strategy and guidance for the future technology and business development of micro/nanoelectronics.

Computational Science and Its Applications ICCSA 2016

Computational Science and Its Applications     ICCSA 2016 Book
Author : Osvaldo Gervasi,Beniamino Murgante,Sanjay Misra,Ana Maria A. C. Rocha,Carmelo M. Torre,David Taniar,Bernady O. Apduhan,Elena Stankova,Shangguang Wang
Publisher : Springer
Release : 2016-07-01
ISBN : 3319420852
Language : En, Es, Fr & De

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Book Description :

The five-volume set LNCS 9786-9790 constitutes the refereed proceedingsof the 16th International Conference on Computational Science and ItsApplications, ICCSA 2016, held in Beijing, China, in July 2016. The 239 revised full papers and 14 short papers presented at 33 workshops were carefully reviewed and selected from 849 submissions. They are organized in five thematical tracks: computational methods, algorithms and scientific applications; high performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies.

Quality Reliability Security and Robustness in Heterogeneous Systems

Quality  Reliability  Security and Robustness in Heterogeneous Systems Book
Author : Xi Wu
Publisher : Springer Nature
Release : 2021-07-29
ISBN : 3030775690
Language : En, Es, Fr & De

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Book Description :

Download Quality Reliability Security and Robustness in Heterogeneous Systems book written by Xi Wu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Asn 1 Communication Between Heterogeneous Systems

Asn 1 Communication Between Heterogeneous Systems Book
Author : Olivier Dubuisson
Publisher : Morgan Kaufmann
Release : 2000
ISBN : 9780126333619
Language : En, Es, Fr & De

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Book Description :

ASN.1, Abstract Syntax Notation Version 1, is a notation that is used in describing messages to be exchanged between communicating application programs. This book is a pure programming tutorial on the fundamentals and features of ASN.1. The purpose of this book is to explain ASN.1 and its encoding rules in easy-to-understand terms. It addresses the subject at both an introductory level that is suitable for beginners, and at a more detailed level that is meant for those who seek a deeper understanding of ASN.1 and the encoding rules. Follow-up to last years, ASN.1 Complete by John Larmouth. While Larmouth's book is a comprehensive language reference, this book is a practical programming tutorial.