Data management: interactions with computer architecture and systems
This guide illuminates the intricate relationship between data management, computer architecture, and system software. It traces the evolution of computing to today's data-centric focus and underscores the importance of hardware-software co-design in achieving efficient data processing systems...
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| Hauptverfasser: | , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2025
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| Schlagworte: | |
| Online-Zugang: | DE-12 DE-634 DE-92 URL des Erstveröffentlichers |
| Zusammenfassung: | This guide illuminates the intricate relationship between data management, computer architecture, and system software. It traces the evolution of computing to today's data-centric focus and underscores the importance of hardware-software co-design in achieving efficient data processing systems with high throughput and low latency. The thorough coverage includes topics such as logical data formats, memory architecture, GPU programming, and the innovative use of ray tracing in computational tasks. Special emphasis is placed on minimizing data movement within memory hierarchies and optimizing data storage and retrieval. Tailored for professionals and students in computer science, this book combines theoretical foundations with practical applications, making it an indispensable resource for anyone wanting to master the synergies between data management and computing infrastructure |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 19 Nov 2024) |
| Beschreibung: | 1 Online-Ressource (xviii, 284 Seiten) |
| ISBN: | 9781009122115 |
| DOI: | 10.1017/9781009122115 |
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Datensatz im Suchindex
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| discipline | Informatik |
| doi_str_mv | 10.1017/9781009122115 |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-10T13:07:40Z |
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| isbn | 9781009122115 |
| language | English |
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| physical | 1 Online-Ressource (xviii, 284 Seiten) |
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| spelling | Zhang, Xiaodong 1973- aut Data management interactions with computer architecture and systems Xiaodong Zhang, Rubao Lee Cambridge Cambridge University Press 2025 1 Online-Ressource (xviii, 284 Seiten) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 19 Nov 2024) This guide illuminates the intricate relationship between data management, computer architecture, and system software. It traces the evolution of computing to today's data-centric focus and underscores the importance of hardware-software co-design in achieving efficient data processing systems with high throughput and low latency. The thorough coverage includes topics such as logical data formats, memory architecture, GPU programming, and the innovative use of ray tracing in computational tasks. Special emphasis is placed on minimizing data movement within memory hierarchies and optimizing data storage and retrieval. Tailored for professionals and students in computer science, this book combines theoretical foundations with practical applications, making it an indispensable resource for anyone wanting to master the synergies between data management and computing infrastructure Electronic data processing Computer architecture Lee, Rubao aut Erscheint auch als Druck-Ausgabe 9781009123310 https://doi.org/10.1017/9781009122115?locatt=mode:legacy Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Zhang, Xiaodong 1973- Lee, Rubao Data management interactions with computer architecture and systems Electronic data processing Computer architecture |
| title | Data management interactions with computer architecture and systems |
| title_auth | Data management interactions with computer architecture and systems |
| title_exact_search | Data management interactions with computer architecture and systems |
| title_full | Data management interactions with computer architecture and systems Xiaodong Zhang, Rubao Lee |
| title_fullStr | Data management interactions with computer architecture and systems Xiaodong Zhang, Rubao Lee |
| title_full_unstemmed | Data management interactions with computer architecture and systems Xiaodong Zhang, Rubao Lee |
| title_short | Data management |
| title_sort | data management interactions with computer architecture and systems |
| title_sub | interactions with computer architecture and systems |
| topic | Electronic data processing Computer architecture |
| topic_facet | Electronic data processing Computer architecture |
| url | https://doi.org/10.1017/9781009122115?locatt=mode:legacy |
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