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Parallel Computing Hits the Power Wall - Principles, Challenges, and a Survey of Solutions

English · Paperback / Softback

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Description

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This book describes several approaches to adaptability that are applied for the optimization of parallel applications, such as thread-level parallelism exploitation and dynamic voltage and frequency scaling on multicore systems.
This book explains how software developers can apply a novel technique to adapt the number of threads at runtime without any modification in the source code nor recompilation.
This book is useful for software developers in general since it offers realistic examples throughout to demonstrate various techniques presented.

List of contents

1 Run-time Adaptability: The Key for Improving Parallel Applications.- 2 Fundamental Concepts.- 3 The impact of Parallel Programming Interfaces on Energy.- 4 Tuning Parallel Applications.- 5 Case Study: DCT with Aurora.- 6 Conclusions.

About the author

Arthur Francisco Lorenzon received his Dr. degree from Federal University of Rio Grande do Sul (UFRGS), Brazil, in 2018. Currently, he is a professor at Federal University of Pampa (UNIPAMPA), in charge of Parallel Computing, Embedded Systems, and Computer Organization disciplines at the undergraduate and graduate levels. His primary research interests include the parallelism exploitation in multicore systems, evaluation of different parallel programming interfaces, and the design of approaches to automate and optimize the thread-level parallelism exploitation.
Antonio Carlos Schneider Beck Filho received his Dr. degree from UFRGS, Brazil, in 2008. Currently, he is a professor at the Applied Informatics Department at the Informatics Institute of UFRGS, in charge of Embedded Systems and Computer Organization disciplines at the undergraduate and graduate levels. His primary research interests include computer architectures and embedded systems design, focusing on powerconsumption.

Summary

This book describes several approaches to adaptability that are applied for the optimization of parallel applications, such as thread-level parallelism exploitation and dynamic voltage and frequency scaling on multicore systems.
This book explains how software developers can apply a novel technique to adapt the number of threads at runtime without any modification in the source code nor recompilation.
This book is useful for software developers in general since it offers realistic examples throughout to demonstrate various techniques presented.

Product details

Authors Antonio Carlos Schneider Beck Filho, Arthur Francisco Lorenzon
Publisher Springer, Berlin
 
Languages English
Product format Paperback / Softback
Released 14.11.2019
 
EAN 9783030287184
ISBN 978-3-0-3028718-4
No. of pages 88
Dimensions 160 mm x 7 mm x 237 mm
Weight 180 g
Illustrations XIII, 88 p. 32 illus., 14 illus. in color.
Series SpringerBriefs in Computer Science
Subjects Natural sciences, medicine, IT, technology > IT, data processing > Hardware

C, Software Engineering, computer science, Computer Engineering and Networks, Computer Systems Organization and Communication Networks, Computer organization

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