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  3. Fundamentals of Stream Processing
  • Cited by 94
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    • Publisher:
      Cambridge University Press
      Publication date:
      March 2014
      February 2014
      ISBN:
      9781139058940
      9781107015548
      DOI:
      https://doi.org/10.1017/CBO9781139058940
      Dimensions:
      (247 x 174 mm)
      Weight & Pages:
      1.13kg, 558 Pages
      Dimensions:
      Weight & Pages:
      • Subjects:
      Communications and Signal Processing, Engineering, Knowledge Management, Databases and Data Mining, Computer Science
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    Subjects:
    Communications and Signal Processing, Engineering, Knowledge Management, Databases and Data Mining, Computer Science
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    Book description

    Stream processing is a novel distributed computing paradigm that supports the gathering, processing and analysis of high-volume, heterogeneous, continuous data streams, to extract insights and actionable results in real time. This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field. This book introduces the key components of the stream computing paradigm, including the distributed system infrastructure, the programming model, design patterns and streaming analytics. The explanation of the underlying theoretical principles, illustrative examples and implementations using the IBM InfoSphere Streams SPL language and real-world case studies provide students and practitioners with a comprehensive understanding of such applications and the middleware that supports them.

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