High-Performance Big Data Computing
Language: English
Published by The MIT Press Bookstore, 2022
Series: Book 26 of 27 - Scientific and Engineering Computation
- Hardcover
- New
Seller: Majestic Books, Hounslow, United KingdomMajestic Books
AbeBooks seller since January 19, 2007
Condition: New
£ 46.58
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pp. 272.
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- Title
- High-Performance Big Data Computing
- Author
- Panda Dhabaleswar K.
- Publisher
- The MIT Press Bookstore
- Publication year
- 2022
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0262046857
- ISBN 13
- 9780262046855
- Series
- Book 26 of 27: Scientific and Engineering Computation
Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions.
The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.
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Majestic Books
Hounslow, United Kingdom
AbeBooks seller since January 19, 2007
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