Programming Heterogeneous Hardware via Managed Runtime Systems (Record no. 87822)
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| fixed length control field | 03632nam a22005775i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-49559-5 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730171812.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240410s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031495595 |
| -- | 978-3-031-49559-5 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 005.13 |
| 100 1# - AUTHOR NAME | |
| Author | Fumero, Juan. |
| 245 10 - TITLE STATEMENT | |
| Title | Programming Heterogeneous Hardware via Managed Runtime Systems |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XVII, 134 p. 31 illus., 30 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | SpringerBriefs in Computer Science, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 1. Introduction -- 2. Heterogeneous Hardware -- 3. Heterogeneous Programming Models -- 4. Managed Runtime Environments -- 5. Programming Heterogeneous Hardware via Managed Runtime Systems -- 6. Conclusions. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Stratikopoulos, Athanasios. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kotselidis, Christos. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-49559-5 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2024. |
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| 337 ## - | |
| -- | computer |
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| -- | online resource |
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| -- | text file |
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| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Programming languages (Electronic computers). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computers. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Java (Computer program language). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Python (Computer program language). |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Programming Language. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Hardware. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Java. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Python. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2191-5776 |
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