Data Management: Interactions with Computer Architecture and Systems - Hardcover

Xiaodong Zhang , Rubao Lee

 
9781009123310: Data Management: Interactions with Computer Architecture and Systems
Hardcover
ISBN 10: 1009123319 ISBN 13: 9781009123310
Publisher: Cambridge University Press, 2024

Synopsis

This guide explores the synergy of hardware, software, and data management in modern computing, blending techniques with practical insights.

"synopsis" may belong to another edition of this title.

About the Author

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.

"About this title" may belong to another edition of this title.

Publisher
Cambridge University Press
Publication date
2024
Language
English
ISBN 10 
1009123319
ISBN 13 
9781009123310
Binding
Hardcover
Number of pages
304