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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.
David Barkai started his HPC career shortly after receiving a PhD in theoretical physics in the early '70s and was active in the field for over 40 years. A central theme of his work was the relationships between applications and architecture, with numerous publications over the years. David's employment at several HPC companies during their heydays - Control Data, Floating Point Systems, Cray Research, Supercomputing Systems Inc., Intel, and SGI - as well as a stint at NASA, offered him a front-row view of the evolving HPC scene over the last few decades.
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
