Heterogeneous System Architecture

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Heterogeneous System Architecture

Author : Wen-mei W. Hwu
Publisher : Morgan Kaufmann
ISBN 13 : 0128008016
Total Pages : 206 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Heterogeneous System Architecture by : Wen-mei W. Hwu

Download or read book Heterogeneous System Architecture written by Wen-mei W. Hwu and published by Morgan Kaufmann. This book was released on 2015-11-20 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Computing Architectures

Author : Olivier Terzo
Publisher : CRC Press
ISBN 13 : 0429680031
Total Pages : 315 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Heterogeneous Computing Architectures by : Olivier Terzo

Download or read book Heterogeneous Computing Architectures written by Olivier Terzo and published by CRC Press. This book was released on 2019-09-10 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Heterogeneous Computing

Author : Mohamed Zahran
Publisher : Morgan & Claypool
ISBN 13 : 1450361005
Total Pages : 127 pages
Book Rating : 4.4/5 (53 download)

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Book Synopsis Heterogeneous Computing by : Mohamed Zahran

Download or read book Heterogeneous Computing written by Mohamed Zahran and published by Morgan & Claypool. This book was released on 2019-05-29 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Heterogeneous Computing with OpenCL

Author : Benedict Gaster
Publisher : Newnes
ISBN 13 : 0124058949
Total Pages : 309 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Heterogeneous Computing with OpenCL by : Benedict Gaster

Download or read book Heterogeneous Computing with OpenCL written by Benedict Gaster and published by Newnes. This book was released on 2012-11-13 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Heterogeneous Computing with OpenCL 2.0

Author : David R. Kaeli
Publisher : Morgan Kaufmann
ISBN 13 : 0128016493
Total Pages : 330 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Heterogeneous Computing with OpenCL 2.0 by : David R. Kaeli

Download or read book Heterogeneous Computing with OpenCL 2.0 written by David R. Kaeli and published by Morgan Kaufmann. This book was released on 2015-06-18 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

The LOCUS Distributed System Architecture

Author : Gerald Popek
Publisher : MIT Press
ISBN 13 : 9780262161022
Total Pages : 180 pages
Book Rating : 4.1/5 (61 download)

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Book Synopsis The LOCUS Distributed System Architecture by : Gerald Popek

Download or read book The LOCUS Distributed System Architecture written by Gerald Popek and published by MIT Press. This book was released on 1985 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Systems Organization -- Computer-Communication Networks.

ASN.1 Communication Between Heterogeneous Systems

Author : Olivier Dubuisson
Publisher : Morgan Kaufmann
ISBN 13 : 9780126333619
Total Pages : 602 pages
Book Rating : 4.3/5 (336 download)

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Book Synopsis ASN.1 Communication Between Heterogeneous Systems by : Olivier Dubuisson

Download or read book ASN.1 Communication Between Heterogeneous Systems written by Olivier Dubuisson and published by Morgan Kaufmann. This book was released on 2000 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is a programming tutorial on the fundamentals and features of ASN.1. It explains ASN.1 and its encoding rules in simple terms and addresses the subject at an introductory as well as at a more detailed level.

Heterogeneous Computing Architectures

Author : Olivier Terzo
Publisher : CRC Press
ISBN 13 : 042968004X
Total Pages : 316 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Heterogeneous Computing Architectures by : Olivier Terzo

Download or read book Heterogeneous Computing Architectures written by Olivier Terzo and published by CRC Press. This book was released on 2019-09-10 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Programming Massively Parallel Processors

Author : David B. Kirk
Publisher : Newnes
ISBN 13 : 0123914183
Total Pages : 514 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Programming Massively Parallel Processors by : David B. Kirk

Download or read book Programming Massively Parallel Processors written by David B. Kirk and published by Newnes. This book was released on 2012-12-31 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming Massively Parallel Processors: A Hands-on Approach, Second Edition, teaches students how to program massively parallel processors. It offers a detailed discussion of various techniques for constructing parallel programs. Case studies are used to demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs. This guide shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in depth. This revised edition contains more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. It also provides new coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) that explore the latest applications of CUDA and GPUs for scientific research and high-performance computing. This book should be a valuable resource for advanced students, software engineers, programmers, and hardware engineers. New coverage of CUDA 5.0, improved performance, enhanced development tools, increased hardware support, and more Increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism Two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing

Space Reader

Author : Michael Hensel
Publisher : Wiley
ISBN 13 : 9780470519431
Total Pages : 0 pages
Book Rating : 4.5/5 (194 download)

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Book Synopsis Space Reader by : Michael Hensel

Download or read book Space Reader written by Michael Hensel and published by Wiley. This book was released on 2009-05-18 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Space Reader provides a highly pertinent and contemporary understanding of space for a new generation of students and architects. It espouses a definition of space that is heterogeneous (an object or system consisting of a diverse range of different items). An example of heterogeneous space, for instance, is Manhattan where complex and multiple social and technological conditions are overlaid. (This is to be contrasted with highly centralised and ordered Modernist cities.) With the onset of globalisation and the Web, heterogeneneous space, with its emphasis on differentiation, is more relevant to the contemporary condition, which encourages the mixing of space, than a much more static conception of Modernist space. This book foregrounds spatial issues and the potential of heterogeneous space through a threefold strategy: 1) Its compilation of seminal essays on the discourse of heterogeneous space. These are to include previously published key texts by Reyner Banham, Andrew Benjamin, Robin Evans, Jeff Kipnis and Henri Lefebvre, as well as new texts by important contemporary commentators, such as Mark Cousins, Werner Durth and Anthony Vidler. 2) By commenting on these seminal texts and drawing links between them. 3) By distilling from the first two efforts a contemporary outlook on a discourse of heterogeneous space that is of future significance.

Embedded Systems Architecture

Author : Tammy Noergaard
Publisher : Newnes
ISBN 13 : 0123821975
Total Pages : 670 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Embedded Systems Architecture by : Tammy Noergaard

Download or read book Embedded Systems Architecture written by Tammy Noergaard and published by Newnes. This book was released on 2012-12-31 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embedded Systems Architecture is a practical and technical guide to understanding the components that make up an embedded system’s architecture. This book is perfect for those starting out as technical professionals such as engineers, programmers and designers of embedded systems; and also for students of computer science, computer engineering and electrical engineering. It gives a much-needed ‘big picture’ for recently graduated engineers grappling with understanding the design of real-world systems for the first time, and provides professionals with a systems-level picture of the key elements that can go into an embedded design, providing a firm foundation on which to build their skills. Real-world approach to the fundamentals, as well as the design and architecture process, makes this book a popular reference for the daunted or the inexperienced: if in doubt, the answer is in here! Fully updated with new coverage of FPGAs, testing, middleware and the latest programming techniques in C, plus complete source code and sample code, reference designs and tools online make this the complete package Visit the companion web site at http://booksite.elsevier.com/9780123821966/ for source code, design examples, data sheets and more A true introductory book, provides a comprehensive get up and running reference for those new to the field, and updating skills: assumes no prior knowledge beyond undergrad level electrical engineering Addresses the needs of practicing engineers, enabling it to get to the point more directly, and cover more ground. Covers hardware, software and middleware in a single volume Includes a library of design examples and design tools, plus a complete set of source code and embedded systems design tutorial materials from companion website

Supercomputing Frontiers

Author : Rio Yokota
Publisher : Springer
ISBN 13 : 3319699539
Total Pages : 293 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Supercomputing Frontiers by : Rio Yokota

Download or read book Supercomputing Frontiers written by Rio Yokota and published by Springer. This book was released on 2018-03-20 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & Libraries Programming System Software Architecture, Network/Communications & Management Data, Storage & Visualisation The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.

Multicore and GPU Programming

Author : Gerassimos Barlas
Publisher : Elsevier
ISBN 13 : 0124171400
Total Pages : 698 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Multicore and GPU Programming by : Gerassimos Barlas

Download or read book Multicore and GPU Programming written by Gerassimos Barlas and published by Elsevier. This book was released on 2014-12-16 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multicore and GPU Programming offers broad coverage of the key parallel computing skillsets: multicore CPU programming and manycore "massively parallel" computing. Using threads, OpenMP, MPI, and CUDA, it teaches the design and development of software capable of taking advantage of today’s computing platforms incorporating CPU and GPU hardware and explains how to transition from sequential programming to a parallel computing paradigm. Presenting material refined over more than a decade of teaching parallel computing, author Gerassimos Barlas minimizes the challenge with multiple examples, extensive case studies, and full source code. Using this book, you can develop programs that run over distributed memory machines using MPI, create multi-threaded applications with either libraries or directives, write optimized applications that balance the workload between available computing resources, and profile and debug programs targeting multicore machines. Comprehensive coverage of all major multicore programming tools, including threads, OpenMP, MPI, and CUDA Demonstrates parallel programming design patterns and examples of how different tools and paradigms can be integrated for superior performance Particular focus on the emerging area of divisible load theory and its impact on load balancing and distributed systems Download source code, examples, and instructor support materials on the book's companion website

Interconnecting Heterogeneous Information Systems

Author : Athman Bouguettaya
Publisher : Springer Science & Business Media
ISBN 13 : 1461555671
Total Pages : 229 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Interconnecting Heterogeneous Information Systems by : Athman Bouguettaya

Download or read book Interconnecting Heterogeneous Information Systems written by Athman Bouguettaya and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information systems are the backbone of many of today's computerized applications. Distributed databases and the infrastructure needed to support them have been well studied. However, this book is the first to address distributed database interoperability by examining the successes and failures, various approaches, infrastructures, and trends of the field. A gap exists in the way that these systems have been investigated by real practitioners. This gap is more pronounced than usual, partly because of the way businesses operate, the systems they have, and the difficulties created by systems' autonomy and heterogeneity. Telecommunications firms, for example, must deal with an increased demand for automation while at the same time continuing to function at their current level. While academics are focusing on investigating differences between distributed databases, federated databases, heterogeneous databases, and, more generally, among loosely connected and tightly coupled systems, those who have to deal with real problems right away know that the only relevant research is the one that will ensure that their system works to produce reasonably correct results. Interconnecting Heterogeneous Information Systems covers the underlying principles and infrastructures needed to realize truly global information systems. The book discusses technologies related to middleware, the Web, workflows, transactions, and data warehousing. It also overviews architectures with a discussion of critical issues. The book gives an overview of systems that can be viewed as learning platforms. While these systems do not translate to successful commercial realities, they push the envelope in terms of research. Successful commercial systems have benefited from the experiments conducted in these prototypes. The book includes two case studies based on the authors' own work. Interconnecting Heterogeneous Information Systems is suitable as a textbook for a graduate-level course on Interconnecting Heterogeneous Information Systems, as well as a secondary text for a graduate-level course on database or information systems, and as a reference for researchers and practitioners in industry.

Readings in Hardware/Software Co-Design

Author : Giovanni De Micheli
Publisher : Morgan Kaufmann
ISBN 13 : 1558607021
Total Pages : 714 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Readings in Hardware/Software Co-Design by : Giovanni De Micheli

Download or read book Readings in Hardware/Software Co-Design written by Giovanni De Micheli and published by Morgan Kaufmann. This book was released on 2002 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title serves as an introduction ans reference for the field, with the papers that have shaped the hardware/software co-design since its inception in the early 90s.

Data Parallel C++

Author : James Reinders
Publisher : Apress
ISBN 13 : 9781484255735
Total Pages : 548 pages
Book Rating : 4.2/5 (557 download)

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Book Synopsis Data Parallel C++ by : James Reinders

Download or read book Data Parallel C++ written by James Reinders and published by Apress. This book was released on 2020-11-19 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to accelerate C++ programs using data parallelism. 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. 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 book begins by introducing data parallelism and foundational topics for effective use of the SYCL standard from the Khronos Group 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. Data Parallel C++ provides you with everything needed to use SYCL for programming heterogeneous systems. What You'll Learn Accelerate C++ programs using data-parallel programming Target multiple device types (e.g. CPU, GPU, FPGA) Use SYCL and SYCL compilers Connect with computing’s heterogeneous future via Intel’s oneAPI initiative Who This Book Is For Those new data-parallel programming and computer programmers interested in data-parallel programming using C++.

System Design, Modeling, and Simulation

Author : Claudius Ptolemaeus
Publisher : Lee & Seshia
ISBN 13 : 1304421066
Total Pages : 687 pages
Book Rating : 4.3/5 (44 download)

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Book Synopsis System Design, Modeling, and Simulation by : Claudius Ptolemaeus

Download or read book System Design, Modeling, and Simulation written by Claudius Ptolemaeus and published by Lee & Seshia. This book was released on 2013-09-27 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a definitive introduction to models of computation for the design of complex, heterogeneous systems. It has a particular focus on cyber-physical systems, which integrate computing, networking, and physical dynamics. The book captures more than twenty years of experience in the Ptolemy Project at UC Berkeley, which pioneered many design, modeling, and simulation techniques that are now in widespread use. All of the methods covered in the book are realized in the open source Ptolemy II modeling framework and are available for experimentation through links provided in the book. The book is suitable for engineers, scientists, researchers, and managers who wish to understand the rich possibilities offered by modern modeling techniques. The goal of the book is to equip the reader with a breadth of experience that will help in understanding the role that such techniques can play in design.