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Heterogeneous system architecture
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ISBN: 9780128008010 0128008016 9780128003862 0128003863 Year: 2016 Publisher: Waltham, MA Morgan Kaufman

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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


Book
Transition of HPC towards exascale computing
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ISBN: 1614993246 9781614993247 130628466X 9781306284660 Year: 2013 Publisher: Amsterdam, Netherlands : IOS Press,

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The US, Europe, Japan and China are racing to develop the next generation of supercomputers - exascale machines capable of 10 to the 18th power calculations a second - by 2020. But the barriers are daunting: the challenge is to change the paradigm of high-performance computing.The 2012 biennial high performance workshop, held in Cetraro, Italy in June 2012, focused on the challenges facing the computing research community to reach exascale performance in the next decade. This book presents papers from this workshop, arranged into four major topics: energy, scalability, new architectural concep


Book
Linked data management
Authors: --- ---
ISBN: 9781466582408 9780429102455 1466582405 0429102453 9781466582415 1466582413 1040060099 Year: 2014 Publisher: Boca Raton : Taylor & Francis,

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With the growing popularity of the Semantic Web, more and more semantic data and data sources become available and accessible for everyone. By establishing semantic links between the data, answers to (complex) queries can be evaluated based on the data on multiple providers instead of just one. This book motivates, introduces, and details techniques for processing heterogeneous structured data on the Web by providing a comprehensive overview for database researchers and practitioners about this new publishing paradigm on the web, and show how the abundance of data published as Linked Data can serve as a fertile ground for database research and experimentation--


Book
Deployment and operation of complex software in heterogeneous execution environments : the SODALITE approach
Authors: --- --- --- --- --- et al.
ISBN: 3031049616 3031049608 Year: 2022 Publisher: Cham Springer Nature

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This open access book provides an overview of the work developed within the SODALITE project, which aims at facilitating the deployment and operation of distributed software on top of heterogeneous infrastructures, including cloud, HPC and edge resources. The experts participating in the project describe how SODALITE works and how it can be exploited by end users. While multiple languages and tools are available in the literature to support DevOps teams in the automation of deployment and operation steps, still these activities require specific know-how and skills that cannot be found in average teams. The SODALITE framework tackles this problem by offering modelling and smart editing features to allow those we call Application Ops Experts to work without knowing low level details about the adopted, potentially heterogeneous, infrastructures. The framework offers also mechanisms to verify the quality of the defined models, generate the corresponding executable infrastructural code, automatically wrap application components within proper execution containers, orchestrate all activities concerned with deployment and operation of all system components, and support on-the-fly self-adaptation and refactoring.


Book
Heterogeneous computing with OpenCL 2.0
Authors: ---
ISBN: 9780128014141 0128014148 0128016493 Year: 2015 Publisher: Amsterdam, [Netherlands] : Morgan Kaufman,

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Heterogeneous Computing with OpenCL 2.0 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). This fully-revised edition includes the latest enhancements in OpenCL 2.0 including: • Shared virtual memory to increase programming flexibility and reduce data transfers that consume resources • Dynamic parallelism which reduces processor load and avoids bottlenecks • Improved imaging support and integration with OpenGL Designed to work on multiple platforms, OpenCL will help you more effectively program for a heterogeneous future. Written by leaders in the parallel computing and OpenCL communities, this book explores memory spaces, optimization techniques, extensions, debugging and profiling. Multiple case studies and examples illustrate high-performance algorithms, distributing work across heterogeneous systems, embedded domain-specific languages, and will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms. Updated content to cover the latest developments in OpenCL 2.0, including improvements in memory handling, parallelism, and imaging support Explanations of principles and strategies to learn parallel programming with OpenCL, from understanding the abstraction models to thoroughly testing and debugging complete applications Example code covering image analytics, web plugins, particle simulations, video editing, performance optimization, and more

Heterogeneous agent systems
Authors: --- ---
ISBN: 0262526492 0262194368 0262284561 0585444811 9780262284561 9780262526494 9780585444819 9780262194365 Year: 2000 Publisher: Cambridge, Massachusetts [Piscataqay, New Jersey] MIT Press IEEE Xplore

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Software agents are the latest advance in the trend toward smaller, modular pieces of code, where each module performs a well-defined, focused task or set of tasks. Programmed to interact with and provide services to other agents, including humans, software agents act autonomously with prescribed backgrounds, beliefs, and operations. Systems of agents can access and manipulate heterogeneously stored data such as that found on the Internet. After a discussion of the theory of software agents, this book presents IMPACT (Interactive Maryland Platform for Agents Collaborating Together), an experimental agent infrastructure that translates formal theories of agency into a functional multiagent system that can extend legacy software code and application-specific or legacy data structures. The book describes three sample applications: a store, a self-correcting auto-pilot, and a supply chain.


Book
Image Processing Using FPGAs
Author:
ISBN: 3038979198 303897918X Year: 2019 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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This book presents a selection of papers representing current research on using field programmable gate arrays (FPGAs) for realising image processing algorithms. These papers are reprints of papers selected for a Special Issue of the Journal of Imaging on image processing using FPGAs. A diverse range of topics is covered, including parallel soft processors, memory management, image filters, segmentation, clustering, image analysis, and image compression. Applications include traffic sign recognition for autonomous driving, cell detection for histopathology, and video compression. Collectively, they represent the current state-of-the-art on image processing using FPGAs.


Book
Heterogeneous wireless access networks : architectures and protocols
Author:
ISBN: 0387097767 1441935347 9786611791865 1281791865 0387097775 Year: 2008 Publisher: New York : Springer,

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Heterogeneous Wireless Access Networks provides a unified view of the state-of-the-art protocols and architectures for heterogeneous wireless networking. The chapters cover both the theoretical concepts and system-level implementation issues related to design, analysis, and optimization of architectures and protocols for heterogeneous wireless access networks. The readers will find a rich set of references at the end of each chapter to be very valuable. The book is an important resource for both researchers and practitioners in the field of wireless networks.

Keywords

Computer storage devices. --- Heterogeneous computing. --- Wireless communication systems. --- Electrical & Computer Engineering --- Telecommunications --- Engineering & Applied Sciences --- Communication systems, Wireless --- Wireless data communication systems --- Wireless information networks --- Wireless telecommunication systems --- Heterogeneous processing (Computers) --- Engineering. --- Computer organization. --- Computer communication systems. --- Microwaves. --- Optical engineering. --- Electrical engineering. --- Communications Engineering, Networks. --- Computer Communication Networks. --- Microwaves, RF and Optical Engineering. --- Computer Systems Organization and Communication Networks. --- Telecommunication. --- Computer network architectures. --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Hertzian waves --- Electric waves --- Electromagnetic waves --- Geomagnetic micropulsations --- Radio waves --- Shortwave radio --- Electric communication --- Mass communication --- Telecom --- Telecommunication industry --- Communication --- Information theory --- Telecommuting --- Organization, Computer --- Electronic digital computers --- Mechanical engineering --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Electric engineering --- Engineering --- Distributed processing


Book
Data Parallel C++ : Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL
Authors: --- --- --- --- --- et al.
ISBN: 1484255747 1484255739 Year: 2021 Publisher: Springer Nature

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Learn how to accelerate C++ programs using data parallelism. Data parallelism in C++ enables access to parallel resources in a modern heterogeneous system, freeing you from being locked into any particular computing device. Now a single C++ application can use any combination of devices—including GPUs, CPUs, FPGAs and AI ASICs—that are suitable to the problems at hand. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics. This book teaches data-parallel programming using C++ and the SYCL standard from the Khronos Group and walks through everything needed to use SYCL for programming heterogeneous systems. The book begins by introducing data parallelism and foundational topics for effective use of SYCL and Data Parallel C++ (DPC++), the open source compiler used in this book. Later chapters cover advanced topics including error handling, hardware-specific programming, communication and synchronization, and memory model considerations. You will learn: • How to accelerate C++ programs using data-parallel programming • How to target multiple device types (e.g. CPU, GPU, FPGA) • How to use SYCL and SYCL compilers • How to connect with computing’s heterogeneous future via Intel’s oneAPI initiative.

Global specification and validation of embedded systems : integrated heterogeneous components
Authors: ---
ISBN: 1280955473 9786610955473 1402061536 140206151X 904817550X Year: 2007 Publisher: Dordrecht : Springer,

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Global modelling and validation is required to master the design of systems made of heterogeneous components. These systems are now omnipresent in our life, and they may be found in several domains such as communications (ex. mobile terminals, optical switches), health (e.g. cardiac stimulators, cochlear implants), transportation (ex. automotive and aeronautical), etc. The main difficulties for their design are modelling and validation of the interactions between different components (hardware, software, analogue, RF, optical and micro-mechanical). Global Specification and Validation of Embedded Systems offers a deep understanding of concepts and practices behind the composition of heterogeneous components. After the analysis of existing computation and execution models used for the specification and validation of different sub-systems, the book introduces a systematic approach to build an execution model for systems composed of heterogeneous components. Mixed continuous/discrete and hardware/software systems will be used to illustrate these concepts. The benefit of reading this book is to give a clear vision on the theory and practice of specification and validation of complex modern systems. The examples give to the designers solutions applicable in their daily practice.

Keywords

Embedded computer systems. --- Heterogeneous computing. --- Computer programs --- Validation. --- Validation of computer programs --- Validation of software --- Heterogeneous processing (Computers) --- High performance computing --- Parallel processing (Electronic computers) --- Embedded systems (Computer systems) --- Computer systems --- Architecture Analysis and Design Language --- Systems engineering. --- Information theory. --- Computer aided design. --- Computer simulation. --- Software engineering. --- Circuits and Systems. --- Theory of Computation. --- Computer-Aided Engineering (CAD, CAE) and Design. --- Simulation and Modeling. --- Special Purpose and Application-Based Systems. --- Computer software engineering --- Engineering --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- CAD (Computer-aided design) --- Computer-assisted design --- Computer-aided engineering --- Design --- Communication theory --- Communication --- Cybernetics --- Engineering systems --- System engineering --- Industrial engineering --- System analysis --- Design and construction --- Electronic circuits. --- Computers. --- Computer-aided engineering. --- Special purpose computers. --- Electron-tube circuits --- Electric circuits --- Electron tubes --- Electronics --- Special purpose computers --- Computers --- CAE --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Machine theory --- Calculators --- Cyberspace --- Data processing

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