Heterogeneous computing : hardware and software perspectives

"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 ot...

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Bibliographic Details
Main Author: Zahran, Mohamed, (Author)
Format: eBook
Language: English
Published: [New York, New York] : Association for Computing Machinery, [2019]
Edition: First edition.
Series: ACM books ; #26.
Subjects:
Heterogeneous computing.
elektronické knihy
electronic books
ISBN: 9781450361002
9781450360982
9781450360975
9781450362337
Physical Description: 1 online zdroj (xiv, 112 stran) : ilustrace.

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Table of contents

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020 |a 9781450361002  |q (ebook) 
020 |a 9781450360982  |q (ePub) 
020 |z 9781450360975  |q (hardcover) 
020 |z 9781450362337  |q (paperback) 
024 7 |a 10.1145/3281649  |2 doi 
035 |a (OCoLC)1137260442  |z (OCoLC)1125793117  |z (OCoLC)1175623528 
100 1 |a Zahran, Mohamed,  |e author. 
245 1 0 |a Heterogeneous computing :  |b hardware and software perspectives /  |c Mohamed Zahran. 
246 3 4 |a Heterogenous computing :  |b hardware and software perspectives 
250 |a First edition. 
264 1 |a [New York, New York] :  |b Association for Computing Machinery,  |c [2019] 
300 |a 1 online zdroj (xiv, 112 stran) :  |b ilustrace. 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a ACM books,  |x 2374-6777 ;  |v #26 
504 |a Obsahuje bibliografické odkazy a index. 
505 0 |a 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 
505 8 |a 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 
505 8 |a 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 
505 8 |a 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 
505 8 |a 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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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."--  |c Provided by publisher. 
650 0 |a Heterogeneous computing. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |z 9781450360975  |z 9781450362337 
830 0 |a ACM books ;  |v #26. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://dl.acm.org/doi/book/10.1145/3281649  |y Plný text 
992 |c EBOOK-TN  |c ACM 
999 |c 108510  |d 108510 
993 |x NEPOSILAT  |y EIZ 

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