Heterogeneous Computing: Hardware and Software Perspectives


Heterogeneous Computing: Hardware and Software Perspectives (ACM Books) Hardcover – May 29, 2019
By 作者:Mohamed Zahran (Author)
Series: ACM Books
pages 页数: 128 pages
Publisher Finelybook 出版社: ACM Books (May 29, 2019)
Language 语言: English
ISBN-10 书号:1450360971
ISBN-13 书号:9781450360975
Book Description to Finelybook sorting
If you look around you will find that all computer systems, from your portable devices to the strongest supercomputers, are heterogeneous in nature.
The most obvious heterogeneity is the existence of computing nodes of different capabilities (e.g. multicore, GPUs, FPGAs, …). But there are also other heterogeneity factors that exist in computing systems, like the memory system components, interconnection, etc. The main reason for these different types of heterogeneity is to have good performance with power efficiency.
Heterogeneous computing results in both challenges and opportunities. This book discusses both. It shows that we need to deal with these challenges at all levels of the computing stack: from algorithms all the way to process technology. We discuss the topic of heterogeneous computing from different angles: hardware challenges, current hardware state-of-the-art, software issues, how to make the best use of the current heterogeneous systems, and what lies ahead.
The aim of this book is to introduce the big picture of heterogeneous computing. Whether you are a hardware designer or a software developer, you need to know how the pieces of the puzzle fit together. The main goal is to bring researchers and engineers to the forefront of the research frontier in the new era that started a few years ago and is expected to continue for decades. We believe that academics, researchers, practitioners, and students will benefit from this book and will be prepared to tackle the big wave of heterogeneous computing that is here to stay.

Contents


Preface
1. Why Are We Forced to Deal with Heterogeneous
Computing?
2. Different Players: Heterogeneity in Computing
3. Architecture: Heterogeneity in Design
4. Programmability
5. Research Directions
References
Index
Author's Biography
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