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A01=Athanasios Stratikopoulos
A01=Christos Kotselidis
A01=Juan Fumero
Age Group_Uncategorized
Age Group_Uncategorized
Author_Athanasios Stratikopoulos
Author_Christos Kotselidis
Author_Juan Fumero
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Category1=Non-Fiction
Category=UK
Category=UMX
COP=Switzerland
Delivery_Pre-order
Language_English
PA=Not yet available
Price_€50 to €100
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Programming Heterogeneous Hardware via Managed Runtime Systems

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.


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A01=Athanasios StratikopoulosA01=Christos KotselidisA01=Juan FumeroAge Group_UncategorizedAuthor_Athanasios StratikopoulosAuthor_Christos KotselidisAuthor_Juan Fumeroautomatic-updateCategory1=Non-FictionCategory=UKCategory=UMXCOP=SwitzerlandDelivery_Pre-orderLanguage_EnglishPA=Not yet availablePrice_€50 to €100PS=Activesoftlaunch

Will deliver when available. Publication date 02 May 2024

Product Details
  • Dimensions: 155 x 235mm
  • Publication Date: 11 Apr 2024
  • Publisher: Springer International Publishing AG
  • Publication City/Country: Switzerland
  • Language: English
  • ISBN13: 9783031495588

About Athanasios StratikopoulosChristos KotselidisJuan Fumero

Juan Fumero is a Research Fellow at The University of Manchester working on Just In Time Compilers GPU parallel computing and GPU programming models for managed runtime systems. His research is focused on Heterogeneous Virtual Machines and language runtimes designed for accelerating applications using modern hardware such as Graphics Processing Units (GPUs) and Field Programmable Gate Arrays (FPGAs). Furthermore he is an Intel Innovator and participates in two advisory boards for the oneAPI software ecosystem (for the oneAPI language SPEC and the oneAPI Hardware Group).Athanasios Stratikopoulos is a Research Fellow at the University of Manchester with specialization on heterogeneous architectures and reconfigurable accelerators. He has authored more than 15 research articles in the field of hardware acceleration system software and programming languages. Currently his work involves heterogeneous architectures ranging from low-power devices to high-end cloud deployments. His interests include computer architecture high-performance computing virtualization and hardware acceleration. Christos Kotselidis is an Associate Professor (Reader) at The University of Manchester and a Chief Engineer at Pierer Innovation. His research interests lie in the areas of managed runtime systems CPU microarchitecture compilers memory management and heterogeneous hardware acceleration. He is currently leading the TornadoVM project which enables hardware acceleration of Java applications along with several EU projects in the areas of green computing cybersecurity and edge-to-cloud system architectures.

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