Fundamentals of stream processing
Subtitle: application design, systems, and analytics
By: Henrique C.M. Andrade, JP Morgan, New York, Buğra Gedik, Bilkent University, Turkey, Deepak S. Turaga, IBM Thomas J. Watson Research Center, New York
Contributors: Gedik, Buğra, author; Turaga, Deepak S., author
Published: 2014
Language: eng
Number of pages: 529
ISBN-13: 9781107015548
Subjects: SIMD (Computer architecture); Data flow computing
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.
Notes: Includes bibliographical references and indexes.