Unmatched - Barkai, David; - Prospero Internetes Könyváruház

Unmatched

50 Years of Supercomputing
 
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Kiadó: Chapman and Hall
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Rövid leírás:

In this book, David Barkai offers a unique and compelling account of this remarkable technological journey, drawing from his own rich experiences working at the forefront of high-performance computing.

Hosszú leírás:

Unmatched: 50 Years of Supercomputing: A Personal Journey Accompanying the Evolution of a Powerful Tool


The rapid and extraordinary progress of supercomputing over the past half-century is a powerful demonstration of our relentless drive to understand and shape the world around us. In this book, David Barkai offers a unique and compelling account of this remarkable technological journey, drawing from his own rich experiences working at the forefront of high-performance computing (HPC).



This book is a journey delineated as five decade-long ?epochs? defined by the systems? architectural themes: vector processors, multi-processors, microprocessors, clusters, and accelerators and cloud computing. The final part examines key issues of HPC and discusses where it might be headed.



A central goal of this book is to show how computing power has been applied, and, more importantly, how it has impacted and benefitted society. To this end, the use of HPC is illustrated in a range of industries and applications, from weather and climate modeling to engineering and life sciences. As such, this book appeals to both students and general readers with an interest in HPC, as well as industry professionals looking to revolutionize their practice.



From the Foreword:


 


?David Barkai's career has spanned five decades, during which he has had the rare opportunity to be part of some of the most significant developments in the field of supercomputing. His personal and professional insights, combined with his deep knowledge and passion for the subject matter, make this book an invaluable resource for anyone interested in the evolution of HPC and its impact on our lives.?


 


-Horst Simon, Director, Abu Dhabi Investment Authority (ADIA) Lab

Tartalomjegyzék:

Foreword
Preface


Acknowledgements


Short Introduction to Scientific Computing


Part I The Epoch of Big Iron


Chapter 1: In the Old Days?


Chapter 2: Vector Processes


Chapter 3: Vectorizing Applications


Chapter 4: Numerical Weather Prediction


Chapter 5: Vector Processors for Weather


Part II The Epoch of Multiprocessors


Chapter 6: Macro Parallelism


Chapter 7: Making Use of Multi-Processors


Chapter 8: Attached Processors, Microprocessors, and Mini-Supers


Chapter 9: Studying the Standard Model


Chapter 10: HPC for the Automotive Design ? Early Days


Chapter 11: End of an Era


Part III The Epoch of Microprocessors


Chapter 12: Towards Massive Parallelism


Chapter 13: Engineering with HPC


Chapter 14: HPC for the Aero Industry


Chapter 15: The WRF Story


Chapter 16: Planning Ahead


Part IV The Epoch of Clusters


Chapter 17: Standardization


Chapter 18: HPC at Intel


Chapter 19: High Productivity in HPC


Chapter 20: Weather Models? Impact on Our Lives


Chapter 21: Computational Life Sciences


Chapter 22: Genomics and Beyond


Part V The Epoch of Accelerators and Cloud


Chapter 23: Codesign


Chapter 24 The Changing Face of HPC


Chapter 25: HPC in the Cloud


Chapter 26: The NCAR Models


Chapter 27: Modelling the Earth System


Chapter 28: HPC, Cloud and AI for Engineering


Chapter 29: Two Scientific Anecdotes: LIGO, Fusion


Chapter 30: The COVID-19 Campaign


Part VI Wrap Up and Outlook


Chapter 31: P is for Performance


Chapter 32: Fortran: The Coarrays Story


Chapter 33: Fortran Today


Chapter 34: Thoughts from the Guardians of Fortran


Chapter 35: Measure of HPC Impact


Chapter 36: Looking Forward


Bibliography


Index