Data Management: Interactions With Computer Architecture and Systems - Rilegato

Zhang, Xiaodong; Lee, Rubao

 
9781009123310: Data Management: Interactions With Computer Architecture and Systems
Rilegato
ISBN 10: 1009123319 ISBN 13: 9781009123310
Casa editrice: Cambridge Univ Pr, 2024

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Cambridge Univ Pr
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1009123319
ISBN 13 
9781009123310
Rilegatura
Copertina rigida
Numero di pagine
326
Contatto del produttore
Cambridge University Press
https://www.cambridge.org/

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