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" Fundamentals of stream processing : "
Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York
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BL
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| Record Number
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661145
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dltt
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| Main Entry
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Andrade, Henrique C. M.
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| Title & Author
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Fundamentals of stream processing : : application design, systems, and analytics /\ Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York
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| Page. NO
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xxvii, 529 pages :: illlustrations ;; 26 cm
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| ISBN
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9781107015548 (hardback : alk. paper)
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: 1107015545 (hardback : alk. paper)
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Includes bibliographical references and index
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| Abstract
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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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| Subject
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Data flow computing
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SIMD (Computer architecture)
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| Dewey Classification
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004.2/2
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| LC Classification
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QA76.9.D338A53 2014
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| Added Entry
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Gedik, Buğra
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Turaga, Deepak S.
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