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High Performance Computing for Big Data
- Methodologies and Applications
Engelsk Hardback
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High Performance Computing for Big Data
- Methodologies and Applications
Engelsk Hardback

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Om denne bog

High-Performance Computing for Big Data: Methodologies and Applications

explores

emerging high-performance architectures for data-intensive applications, novel efficient analytical strategies to boost data processing, and cutting-edge applications in diverse fields, such as machine learning, life science, neural networks, and neuromorphic engineering.

The book is organized into two main sections. The first section covers Big Data architectures, including cloud computing systems, and heterogeneous accelerators. It also covers emerging 3D IC design principles for memory architectures and devices. The second section of the book illustrates emerging and practical applications of Big Data across several domains, including bioinformatics, deep learning, and neuromorphic engineering.

Features

  • Covers a wide range of Big Data architectures, including distributed systems like Hadoop/Spark
  • Includes accelerator-based approaches for big data applications such as GPU-based acceleration techniques, and hardware acceleration such as FPGA/CGRA/ASICs
  • Presents emerging memory architectures and devices such as NVM, STT- RAM, 3D IC design principles
  • Describes advanced algorithms for different big data application domains
    • Illustrates novel analytics techniques for Big Data applications, scheduling, mapping, and partitioning methodologies
  • Featuring contributions from leading experts, this book presents state-of-the-art research on the methodologies and applications of high-performance computing for big data applications.

    About the Editor

    Dr. Chao Wang is an Associate Professor in the School of Computer Science at the University of Science and Technology of China. He is the Associate Editor of ACM Transactions on Design Automations for Electronics Systems (TODAES), Applied Soft Computing, Microprocessors and Microsystems, IET Computers & Digital Techniques, and International Journal of Electronics. Dr. Chao Wang was the recipient of Youth Innovation Promotion Association, CAS, ACM China Rising Star Honorable Mention (2016), and best IP nomination of DATE 2015. He is now on the CCF Technical Committee on Computer Architecture, CCF Task Force on Formal Methods. He is a Senior Member of IEEE, Senior Member of CCF, and a Senior Member of ACM.

     

    Product detaljer
    Sprog:
    Engelsk
    Sider:
    268
    ISBN-13:
    9781498783996
    Indbinding:
    Hardback
    Udgave:
    ISBN-10:
    1498783996
    Kategori:
    Udg. Dato:
    10 okt 2017
    Længde:
    23mm
    Bredde:
    260mm
    Højde:
    183mm
    Forlag:
    Taylor & Francis Inc
    Oplagsdato:
    10 okt 2017
    Forfatter(e):
    Ofte købt sammen
    Andet, 2023
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