Advances in GPU research and practice:
Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues....
Gespeichert in:
| Weitere beteiligte Personen: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam
Elsevier
[2017]
|
| Schriftenreihe: | Emerging Trends in Computer Science and Applied Computing
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9780128037881/?ar |
| Zusammenfassung: | Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. |
| Beschreibung: | ReferencesChapter 2: SnuCL: A unified OpenCL framework for heterogeneous clusters; 1 Introduction; 2 OpenCL; 2.1 Platform Model; 2.2 Execution Model; 2.3 Memory Model; 2.4 Synchronization; 2.5 Memory Consistency; 2.6 OpenCL ICD; 3 Overview of SnuCL framework; 3.1 Limitations of OpenCL; 3.2 SnuCL CPU; 3.3 SnuCL Single; 3.4 SnuCL Cluster; 3.4.1 Processing synchronization commands; 4 Memory management in SnuCL Cluster; 4.1 Space Allocation to Memory Objects; 4.2 Minimizing Copying Overhead; 4.3 Processing Memory Commands; 4.4 Consistency Management |
| Umfang: | 1 Online-Ressource (776 Seiten) illustrations (some color) |
| ISBN: | 0128037881 9780128037881 9780128037386 0128037385 |
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| 520 | |a Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. | ||
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| id | ZDB-30-ORH-047407727 |
| illustrated | Illustrated |
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| isbn | 0128037881 9780128037881 9780128037386 0128037385 |
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| series2 | Emerging Trends in Computer Science and Applied Computing |
| spelling | Advances in GPU research and practice edited by Hamid Sarbazi-Azad Amsterdam Elsevier [2017] ©2017 1 Online-Ressource (776 Seiten) illustrations (some color) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Emerging Trends in Computer Science and Applied Computing ReferencesChapter 2: SnuCL: A unified OpenCL framework for heterogeneous clusters; 1 Introduction; 2 OpenCL; 2.1 Platform Model; 2.2 Execution Model; 2.3 Memory Model; 2.4 Synchronization; 2.5 Memory Consistency; 2.6 OpenCL ICD; 3 Overview of SnuCL framework; 3.1 Limitations of OpenCL; 3.2 SnuCL CPU; 3.3 SnuCL Single; 3.4 SnuCL Cluster; 3.4.1 Processing synchronization commands; 4 Memory management in SnuCL Cluster; 4.1 Space Allocation to Memory Objects; 4.2 Minimizing Copying Overhead; 4.3 Processing Memory Commands; 4.4 Consistency Management Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. Graphics processing units Programming Imaging systems Computer graphics Image processing Digital techniques Computer Graphics Processeurs graphiques ; Programmation Imagerie (Technique) Infographie Traitement d'images ; Techniques numériques computer graphics digital imaging COMPUTERS ; General Image processing ; Digital techniques Sarbazi-Azad, Hamid HerausgeberIn edt 9780128037386 Erscheint auch als Druck-Ausgabe 9780128037386 |
| spellingShingle | Advances in GPU research and practice Graphics processing units Programming Imaging systems Computer graphics Image processing Digital techniques Computer Graphics Processeurs graphiques ; Programmation Imagerie (Technique) Infographie Traitement d'images ; Techniques numériques computer graphics digital imaging COMPUTERS ; General Image processing ; Digital techniques |
| title | Advances in GPU research and practice |
| title_auth | Advances in GPU research and practice |
| title_exact_search | Advances in GPU research and practice |
| title_full | Advances in GPU research and practice edited by Hamid Sarbazi-Azad |
| title_fullStr | Advances in GPU research and practice edited by Hamid Sarbazi-Azad |
| title_full_unstemmed | Advances in GPU research and practice edited by Hamid Sarbazi-Azad |
| title_short | Advances in GPU research and practice |
| title_sort | advances in gpu research and practice |
| topic | Graphics processing units Programming Imaging systems Computer graphics Image processing Digital techniques Computer Graphics Processeurs graphiques ; Programmation Imagerie (Technique) Infographie Traitement d'images ; Techniques numériques computer graphics digital imaging COMPUTERS ; General Image processing ; Digital techniques |
| topic_facet | Graphics processing units Programming Imaging systems Computer graphics Image processing Digital techniques Computer Graphics Processeurs graphiques ; Programmation Imagerie (Technique) Infographie Traitement d'images ; Techniques numériques computer graphics digital imaging COMPUTERS ; General Image processing ; Digital techniques |
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