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Big data systems : a 360-degree approach / Jawwad Ahmad Shamsi, Muhammad AlI Khojaye.

By: Contributor(s): Material type: TextTextSeries: Chapman & Hall/CRC big data seriesPublication details: Boca Raton CRC Press 2021Edition: First editionDescription: xxvi, 312 pages : illustrationsISBN:
  • 9781498752701
Subject(s): DDC classification:
  • 005.7 23 SHA
Summary: "Big Data Systems encompass massive challenges related to data diversity, storage mechanisms, and requirements of massive computational power. Further, capabilities of big data systems also vary with respect to type of problems. For instance, distributed memory systems are not recommended for iterative algorithms. Similarly, variations in big data systems also exist related to consistency and fault tolerance. The purpose of this book is to provide a detailed explanation of big data systems. The book covers various topics including Networking, Security, Privacy, Storage, Computation, Cloud Computing, NoSQL and NewSQL systems, High Performance Computing, and Deep Learning. An illustrative and practical approach has been adopted in which theoretical topics have been aided by well-explained programming and illustrative examples"--
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Holdings
Item type Current library Home library Call number Status Date due Barcode
Reference Reference Dept. of Computer Science Reference Dept. of Computer Science 005.7 SHA (Browse shelf(Opens below)) Not for loan DCS4909

Includes bibliographical references and index.

"Big Data Systems encompass massive challenges related to data diversity, storage mechanisms, and requirements of massive computational power. Further, capabilities of big data systems also vary with respect to type of problems. For instance, distributed memory systems are not recommended for iterative algorithms. Similarly, variations in big data systems also exist related to consistency and fault tolerance. The purpose of this book is to provide a detailed explanation of big data systems. The book covers various topics including Networking, Security, Privacy, Storage, Computation, Cloud Computing, NoSQL and NewSQL systems, High Performance Computing, and Deep Learning. An illustrative and practical approach has been adopted in which theoretical topics have been aided by well-explained programming and illustrative examples"--

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