Programming Heterogeneous Hardware via Managed Runtime Systems (SpringerBriefs in Computer Science)
by: Juan Fumero(Author),Athanasios Stratikopoulos(Author),Christos Kotselidis(Author)&0more
Publisher: Springer
Edition: 2024th
Publication Date: 11 April 2024
Language: English
Print Length: 151 pages
ISBN-10: 3031495586
ISBN-13: 9783031495588
Book Description
This book provides an introduction to both heterogeneous execution and managed runtime environments (MREs) by discussing the current trends in computing and the evolution of both hardware and software. To this end, it first details how heterogeneous hardware differs from traditional CPUs, what their key components are and what challenges they pose to heterogenous execution. The most ubiquitous ones are General Purpose Graphics Processing Units (GPGPUs) which are pervasive across a plethora of application domains ranging from graphics processing to training of AI and Machine Learning models. Subsequently, current solutions on programming heterogeneous MREs are described, highlighting for each current existing solution the associated advantages and disadvantages. This book is written for scientists and advanced developers who want to understand how choices at the programming API level can affect performance and/or programmability of heterogeneous hardware accelerators, how toimprove the underlying runtime systems in order to seamlessly integrate diverse hardware resources, or how to exploit acceleration techniques from their preferred programming languages.
未经允许不得转载：电子书百科大全 » Programming Heterogeneous Hardware via Managed Runtime Systems (SpringerBriefs in Computer Science)
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