Applications, Tools and Techniques on the Road to Exascale Computing

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Publisher : IOS Press
ISBN 13 : 1614990409
Total Pages : 688 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Applications, Tools and Techniques on the Road to Exascale Computing by : Koen de Bosschere

Download or read book Applications, Tools and Techniques on the Road to Exascale Computing written by Koen de Bosschere and published by IOS Press. This book was released on 2012 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Single processing units have now reached a point where further major improvements in their performance are restricted by their physical limitations. This is causing a slowing down in advances at the same time as new scientific challenges are demanding exascale speed. This has meant that parallel processing has become key to High Performance Computing (HPC). This book contains the proceedings of the 14th biennial ParCo conference, ParCo2011, held in Ghent, Belgium. The ParCo conferences have traditionally concentrated on three main themes: Algorithms, Architectures and Applications. Nowadays though, the focus has shifted from traditional multiprocessor topologies to heterogeneous and manycores, incorporating standard CPUs, GPUs (Graphics Processing Units) and FPGAs (Field Programmable Gate Arrays). These platforms are, at a higher abstraction level, integrated in clusters, grids and clouds. The papers presented here reflect this change of focus. New architectures, programming tools and techniques are also explored, and the need for exascale hardware and software was also discussed in the industrial session of the conference.This book will be of interest to all those interested in parallel computing today, and progress towards the exascale computing of tomorrow.

High Performance Computing for Computational Science -- VECPAR 2010

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Publisher : Springer Science & Business Media
ISBN 13 : 3642193277
Total Pages : 483 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis High Performance Computing for Computational Science -- VECPAR 2010 by : José M. Laginha M. Palma

Download or read book High Performance Computing for Computational Science -- VECPAR 2010 written by José M. Laginha M. Palma and published by Springer Science & Business Media. This book was released on 2011-02-23 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on High Performance Computing for Computational Science, VECPAR 2010, held in Berkeley, CA, USA, in June 2010. The 34 revised full papers presented together with five invited contributions were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on linear algebra and solvers on emerging architectures, large-scale simulations, parallel and distributed computing, numerical algorithms.

Exascale Scientific Applications

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Publisher : CRC Press
ISBN 13 : 1351999230
Total Pages : 847 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Exascale Scientific Applications by : Tjerk P. Straatsma

Download or read book Exascale Scientific Applications written by Tjerk P. Straatsma and published by CRC Press. This book was released on 2017-11-13 with total page 847 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Foreword: "The authors of the chapters in this book are the pioneers who will explore the exascale frontier. The path forward will not be easy... These authors, along with their colleagues who will produce these powerful computer systems will, with dedication and determination, overcome the scalability problem, discover the new algorithms needed to achieve exascale performance for the broad range of applications that they represent, and create the new tools needed to support the development of scalable and portable science and engineering applications. Although the focus is on exascale computers, the benefits will permeate all of science and engineering because the technologies developed for the exascale computers of tomorrow will also power the petascale servers and terascale workstations of tomorrow. These affordable computing capabilities will empower scientists and engineers everywhere." — Thom H. Dunning, Jr., Pacific Northwest National Laboratory and University of Washington, Seattle, Washington, USA "This comprehensive summary of applications targeting Exascale at the three DoE labs is a must read." — Rio Yokota, Tokyo Institute of Technology, Tokyo, Japan "Numerical simulation is now a need in many fields of science, technology, and industry. The complexity of the simulated systems coupled with the massive use of data makes HPC essential to move towards predictive simulations. Advances in computer architecture have so far permitted scientific advances, but at the cost of continually adapting algorithms and applications. The next technological breakthroughs force us to rethink the applications by taking energy consumption into account. These profound modifications require not only anticipation and sharing but also a paradigm shift in application design to ensure the sustainability of developments by guaranteeing a certain independence of the applications to the profound modifications of the architectures: it is the passage from optimal performance to the portability of performance. It is the challenge of this book to demonstrate by example the approach that one can adopt for the development of applications offering performance portability in spite of the profound changes of the computing architectures." — Christophe Calvin, CEA, Fundamental Research Division, Saclay, France "Three editors, one from each of the High Performance Computer Centers at Lawrence Berkeley, Argonne, and Oak Ridge National Laboratories, have compiled a very useful set of chapters aimed at describing software developments for the next generation exa-scale computers. Such a book is needed for scientists and engineers to see where the field is going and how they will be able to exploit such architectures for their own work. The book will also benefit students as it provides insights into how to develop software for such computer architectures. Overall, this book fills an important need in showing how to design and implement algorithms for exa-scale architectures which are heterogeneous and have unique memory systems. The book discusses issues with developing user codes for these architectures and how to address these issues including actual coding examples.’ — Dr. David A. Dixon, Robert Ramsay Chair, The University of Alabama, Tuscaloosa, Alabama, USA

Software for Exascale Computing - SPPEXA 2016-2019

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Author :
Publisher : Springer Nature
ISBN 13 : 3030479560
Total Pages : 624 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Software for Exascale Computing - SPPEXA 2016-2019 by : Hans-Joachim Bungartz

Download or read book Software for Exascale Computing - SPPEXA 2016-2019 written by Hans-Joachim Bungartz and published by Springer Nature. This book was released on 2020-07-30 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book summarizes the research done and results obtained in the second funding phase of the Priority Program 1648 "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) presented at the SPPEXA Symposium in Dresden during October 21-23, 2019. In that respect, it both represents a continuation of Vol. 113 in Springer’s series Lecture Notes in Computational Science and Engineering, the corresponding report of SPPEXA’s first funding phase, and provides an overview of SPPEXA’s contributions towards exascale computing in today's sumpercomputer technology. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest.

Software for Exascale Computing - SPPEXA 2013-2015

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Author :
Publisher : Springer
ISBN 13 : 3319405284
Total Pages : 557 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Software for Exascale Computing - SPPEXA 2013-2015 by : Hans-Joachim Bungartz

Download or read book Software for Exascale Computing - SPPEXA 2013-2015 written by Hans-Joachim Bungartz and published by Springer. This book was released on 2016-09-14 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research and its outcomes presented in this collection focus on various aspects of high-performance computing (HPC) software and its development which is confronted with various challenges as today's supercomputer technology heads towards exascale computing. The individual chapters address one or more of the research directions (1) computational algorithms, (2) system software, (3) application software, (4) data management and exploration, (5) programming, and (6) software tools. The collection thereby highlights pioneering research findings as well as innovative concepts in exascale software development that have been conducted under the umbrella of the priority programme "Software for Exascale Computing" (SPPEXA) of the German Research Foundation (DFG) and that have been presented at the SPPEXA Symposium, Jan 25-27 2016, in Munich. The book has an interdisciplinary appeal: scholars from computational sub-fields in computer science, mathematics, physics, or engineering will find it of particular interest.

Applications, Tools and Techniques on the Road to Exascale Computing

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Author :
Publisher : IOS Press
ISBN 13 : 1614990417
Total Pages : 688 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Applications, Tools and Techniques on the Road to Exascale Computing by : K. De Bosschere

Download or read book Applications, Tools and Techniques on the Road to Exascale Computing written by K. De Bosschere and published by IOS Press. This book was released on 2012-05-09 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Single processing units have now reached a point where further major improvements in their performance are restricted by their physical limitations. This is causing a slowing down in advances at the same time as new scientific challenges are demanding exascale speed. This has meant that parallel processing has become key to High Performance Computing (HPC).This book contains the proceedings of the 14th biennial ParCo conference, ParCo2011, held in Ghent, Belgium. The ParCo conferences have traditionally concentrated on three main themes: Algorithms, Architectures and Applications. Nowadays though, the focus has shifted from traditional multiprocessor topologies to heterogeneous and manycores, incorporating standard CPUs, GPUs (Graphics Processing Units) and FPGAs (Field Programmable Gate Arrays). These platforms are, at a higher abstraction level, integrated in clusters, grids and clouds. The papers presented here reflect this change of focus. New architectures, programming tools and techniques are also explored, and the need for exascale hardware and software was also discussed in the industrial session of the conference.This book will be of interest to all those interested in parallel computing today, and progress towards the exascale computing of tomorrow.

High Performance Computing

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Publisher : Ios PressInc
ISBN 13 : 9781607508021
Total Pages : 309 pages
Book Rating : 4.5/5 (8 download)

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Book Synopsis High Performance Computing by : Ian Foster

Download or read book High Performance Computing written by Ian Foster and published by Ios PressInc. This book was released on 2011 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last decade, parallel computing technologies have transformed high-performance computing. Two trends have emerged massively parallel computing leading to exascale on the one hand and moderately parallel applications, which have opened up high-perf

HPC, Big Data, and AI Convergence Towards Exascale

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Author :
Publisher : CRC Press
ISBN 13 : 1000485110
Total Pages : 323 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis HPC, Big Data, and AI Convergence Towards Exascale by : Olivier Terzo

Download or read book HPC, Big Data, and AI Convergence Towards Exascale written by Olivier Terzo and published by CRC Press. This book was released on 2022-01-13 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving performance and energy efficiency targets towards the exascale level. Emphasis is given to innovative ways of provisioning and managing resources, as well as monitoring their usage. Industrial and scientific use cases give to the reader practical examples of the needs for a cross-domain convergence. All the chapters in this book pave the road to new generation of technologies, support their development and, in addition, verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.

Inflation in the World Economy

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Publisher : Manchester University Press
ISBN 13 : 9780719007002
Total Pages : 356 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Inflation in the World Economy by : Michael Parkin

Download or read book Inflation in the World Economy written by Michael Parkin and published by Manchester University Press. This book was released on 1976 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Transition of HPC Towards Exascale Computing

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Author :
Publisher : IOS Press
ISBN 13 : 1614993246
Total Pages : 228 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transition of HPC Towards Exascale Computing by : E.H. D'Hollander

Download or read book Transition of HPC Towards Exascale Computing written by E.H. D'Hollander and published by IOS Press. This book was released on 2013-10-22 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 concepts and programming of heterogeneous computing systems. Chapter 1 introduces the status of present supercomputers, which are still about two orders of magnitude separated from the exascale mark. Chapter 2 examines energy demands, a major limiting factor of today's fastest supercomputers; the quantum leap in performance required for exascale computing will require a shift in architectures and technology. In Chapter 3, scalable computer paradigms for dense linear algebra on massive heterogeneous systems are presented, and Chapter 4 discusses architectural concepts. Finally, Chapter 5 addresses the programming of heterogeneous systems. This book will be of interest to all those wishing to understand how the development of modern supercomputers is set to advance in the next decade.

America's Next Generation Supercomputer

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Author :
Publisher :
ISBN 13 :
Total Pages : 108 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis America's Next Generation Supercomputer by : United States. Congress. House. Committee on Science, Space, and Technology (2011). Subcommittee on Energy

Download or read book America's Next Generation Supercomputer written by United States. Congress. House. Committee on Science, Space, and Technology (2011). Subcommittee on Energy and published by . This book was released on 2013 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Exascale Computing

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Author :
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 276 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Exascale Computing by : Fouad Sabry

Download or read book Exascale Computing written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2022-07-10 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Exascale Computing Exascale computing is a measurement of the capability of supercomputers; it refers to computing systems that are capable of calculating at least "1018 IEEE 754 Double Precision (64-bit) operations (multiplications and/or additions) per second (exaFLOP)." How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Exascale computing Chapter 2: Supercomputer Chapter 3: FLOPS Chapter 4: National Energy Research Scientific Computing Center Chapter 5: TOP500 Chapter 6: Performance per watt Chapter 7: Green500 Chapter 8: Petascale computing Chapter 9: List of fastest computers Chapter 10: Manycore processor Chapter 11: Supercomputing in India Chapter 12: K computer Chapter 13: Supercomputing in Japan Chapter 14: Supercomputing in Europe Chapter 15: Xeon Phi Chapter 16: Summit (supercomputer) Chapter 17: Frontier (supercomputer) Chapter 18: Fugaku (supercomputer) Chapter 19: Fujitsu A64FX Chapter 20: Aurora (supercomputer) Chapter 21: JUWELS (II) Answering the public top questions about exascale computing. (III) Real world examples for the usage of exascale computing in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of exascale computing' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of exascale computing.

Parallel Computing: On the Road to Exascale

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Author :
Publisher : IOS Press
ISBN 13 : 1614996210
Total Pages : 872 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Parallel Computing: On the Road to Exascale by : G.R. Joubert

Download or read book Parallel Computing: On the Road to Exascale written by G.R. Joubert and published by IOS Press. This book was released on 2016-04-28 with total page 872 pages. Available in PDF, EPUB and Kindle. Book excerpt: As predicted by Gordon E. Moore in 1965, the performance of computer processors increased at an exponential rate. Nevertheless, the increases in computing speeds of single processor machines were eventually curtailed by physical constraints. This led to the development of parallel computing, and whilst progress has been made in this field, the complexities of parallel algorithm design, the deficiencies of the available software development tools and the complexity of scheduling tasks over thousands and even millions of processing nodes represent a major challenge to the construction and use of more powerful parallel systems. This book presents the proceedings of the biennial International Conference on Parallel Computing (ParCo2015), held in Edinburgh, Scotland, in September 2015. Topics covered include computer architecture and performance, programming models and methods, as well as applications. The book also includes two invited talks and a number of mini-symposia. Exascale computing holds enormous promise in terms of increasing scientific knowledge acquisition and thus contributing to the future well-being and prosperity of mankind. A number of innovative approaches to the development and use of future high-performance and high-throughput systems are to be found in this book, which will be of interest to all those whose work involves the handling and processing of large amounts of data.

High Performance Computing

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Publisher : Springer
ISBN 13 : 331946079X
Total Pages : 710 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis High Performance Computing by : Michela Taufer

Download or read book High Performance Computing written by Michela Taufer and published by Springer. This book was released on 2016-10-05 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Exascale-Computing

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Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 287 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Exascale-Computing by : Fouad Sabry

Download or read book Exascale-Computing written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2022-07-28 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Was ist Exascale Computing Exascale Computing ist ein Maß für die Leistungsfähigkeit von Supercomputern; es bezieht sich auf Computersysteme, die in der Lage sind, mindestens "1018 IEEE 754 Double Precision (64-Bit) Operationen (Multiplikationen und/oder Additionen) pro Sekunde (exaFLOP) zu berechnen." How You Wird profitieren (I) Einblicke und Validierungen zu den folgenden Themen: Kapitel 1: Exascale-Computing Kapitel 2: Supercomputer Kapitel 3: FLOPS Kapitel 4: National Energy Research Scientific Computing Center Kapitel 5: TOP500 Kapitel 6: Leistung pro Watt Kapitel 7: Green500 Kapitel 8: Petascale-Computing Kapitel 9: Liste der schnellsten Computer Kapitel 10: Manycore-Prozessor Kapitel 11: Supercomputing in Indien Kapitel 12: K-Computer Kapitel 13: Supercomputing in Japan Kapitel 14: Supercomputing in Europa Kapitel 15: Xeon Phi Kapitel 16: Summit (Supercomputer) Kapitel 17: Frontier (Supercomputer) Kapitel 18: Fugaku (Supercomputer) Kapitel 19: Fujitsu A64FX Kapitel 20: Aurora (Supercomputer) Kapitel 21: JUWELS (II) Beantwortung der öffentlichen Top-Fragen zum Exascale-Computing. (III) Reale Welt Beispiele für den Einsatz von Exascale-Computing in vielen Bereichen. (IV) 17 Anhänge zur kurzen Erläuterung von 266 neuen Technologien in jeder Branche, um ein umfassendes 360-Grad-Verständnis der Exascale-Computing-Technologien zu erhalten. An wen richtet sich dieses Buch? Profis, Studenten und Doktoranden, Enthusiasten, Bastler und diejenigen, die über grundlegendes Wissen oder Informationen hinausgehen möchten, um jede Art von Exascale zu erhalten Rechnen.

High Performance Computing for Computational Science - VECPAR 2012

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Author :
Publisher : Springer
ISBN 13 : 3642387187
Total Pages : 488 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis High Performance Computing for Computational Science - VECPAR 2012 by : Michel Dayde

Download or read book High Performance Computing for Computational Science - VECPAR 2012 written by Michel Dayde and published by Springer. This book was released on 2013-05-24 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on High Performance Computing for Computational Science, VECPAR 2012, held in Kope, Japan, in July 2012. The 28 papers presented together with 7 invited talks were carefully selected during two rounds of reviewing and revision. The papers are organized in topical sections on CPU computing, applications, finite element method from various viewpoints, cloud and visualization performance, method and tools for advanced scientific computing, algorithms and data analysis, parallel iterative solvers on multicore architectures.

Getting Up to Speed

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Publisher : National Academies Press
ISBN 13 : 0309095026
Total Pages : 307 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Getting Up to Speed by : National Research Council

Download or read book Getting Up to Speed written by National Research Council and published by National Academies Press. This book was released on 2005-03-03 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supercomputers play a significant and growing role in a variety of areas important to the nation. They are used to address challenging science and technology problems. In recent years, however, progress in supercomputing in the United States has slowed. The development of the Earth Simulator supercomputer by Japan that the United States could lose its competitive advantage and, more importantly, the national competence needed to achieve national goals. In the wake of this development, the Department of Energy asked the NRC to assess the state of U.S. supercomputing capabilities and relevant R&D. Subsequently, the Senate directed DOE in S. Rpt. 107-220 to ask the NRC to evaluate the Advanced Simulation and Computing program of the National Nuclear Security Administration at DOE in light of the development of the Earth Simulator. This report provides an assessment of the current status of supercomputing in the United States including a review of current demand and technology, infrastructure and institutions, and international activities. The report also presents a number of recommendations to enable the United States to meet current and future needs for capability supercomputers.