Heterogeneous Computing. Mohamed Zahran

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      Heterogeneous Computing: Hardware and Software Perspectives

      Mohamed Zahran

      books.acm.org

       http://books.acm.org

      ISBN: 978-1-4503-6097-5hardcover

      ISBN: 978-1-4503-6233-7paperback

      ISBN: 978-1-4503-6100-2eBook

      ISBN: 978-1-4503-6098-2ePub

      Series ISSN: 2374-6769 print2374-6777 electronic

      DOIs:

      A publication in the ACM Books series, #26

      Editor in Chief: M. Tamer Özsu, University of Waterloo

      This book was typeset in Arnhem Pro 10/14 and Flama using ZzTEX.

      First Edition

      10 9 8 7 6 5 4 3 2 1

      To my family, without whom I wouldn’t have existed in the first place and wouldn’t have managed through this life.

       Contents

       Preface

       Chapter 1Why Are We Forced to Deal with Heterogeneous Computing?

       1.1The Power Issue

       1.2Heterogeneity beyond Our Control

       1.3Heterogeneity within Our Control

       1.4Seems Like Part of a Solution to Exascale Computing

       Chapter 2Different Players: Heterogeneity in Computing

       2.1Multicore

       2.2GPUs

       2.3FPGA

       2.4Automata Processors

       2.5Neuromorphic Chips

       2.6Other Accelerators

       2.7Mix-And-Match

       2.8In Conclusion

       Chapter 3Architecture: Heterogeneity in Design

       3.1Memory System

       3.2Interconnect

       3.3Examples of Supercomputers

       3.4Security Challenges Facing Heterogeneous Computing

       3.5Bandwidth

       3.6In Conclusion

       Chapter 4Programmability

       4.1Wish List of a Programmer

       4.2Psychology of Programming

       4.3What Do We Have? The Current Status Quo

       4.4In Conclusion

       Chapter 5Research Directions

       5.1Processing-in-Memory (PIM) / Near-Data-Processing (NDP)

       5.2Exascale Computing

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