Heterogeneous Computing : Hardware and Software Perspectives / Mohamed Zahran

Format:

Book

Author/Creator:

Zahran, Mohamed, author.

Series:

ACM books - Collection 2 ; #26.

ACM books, 2374-6777 ; #26

Language:

English

Subjects (All):

Heterogeneous Computing (Computer Science).

Genre:

Electronic books.

Physical Description:

1 online resource (xiv, 113 pages) illustrations.

Edition:

First Edition

Place of Publication:

[New York, NY, USA] : Association for Computing Machinery; [2019].

System Details:

Mode of access: World Wide Web

System requirements: Adobe Acrobat Reader

Contents:

Preface

1 Why Are We Forced to Deal with Heterogeneous Computing?

1.1 The Power Issue

1.2 Heterogeneity beyond Our Control

1.3 Heterogeneity within Our Control

1.4 Seems Like Part of a Solution to Exascale Computing

2 Different Players: Heterogeneity in Computing

2.1 Multicore

2.2 GPUs

2.3 FPGA

2.4 Automata Processors

2.5 Neuromorphic Chips

2.6 Other Accelerators

2.7 Mix-and-Match

2.8 In Conclusion

3 Architecture: Heterogeneity in Design

3.1 Memory System

3.2 Interconnect

3.3 Examples of Supercomputers

3.4 Security Challenges Facing Heterogeneous Computing

3.5 Bandwidth

3.6 In Conclusion

4 Programmability

4.1 Wish List of a Programmer

4.2 Psychology of Programming

4.3 What Do We Have? The Current Status Quo

4.4 In Conclusion

5 Research Directions

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

5.2 Exascale Computing

5.3 Neuromorphic Chips

5.4 Quantum Computing

References

Index

Author's Biography

Other Format:

Print version:

ISBN:

3281649

9781450361002

9781450360982

Access Restriction:

Restricted for use by site license.