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Fundamentals of stream processingapp...

Andrade, Henrique C. M.

Fundamentals of stream processingapplication design, systems, and analytics /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Fundamentals of stream processingHenrique C.M. Andrade, Bugra Gedik, Deepak S. Turaga.
其他題名:	application design, systems, and analytics /
作者:	Andrade, Henrique C. M.
其他作者:	Gedik, Bugra.
出版者:	Cambridge :Cambridge University Press,2014.
面頁冊數:	xxvii, 529 p. :ill., digital ;24 cm.
標題:	Data flow computing.
電子資源:	https://doi.org/10.1017/CBO9781139058940
ISBN:	9781139058940$q(electronic bk.)

Fundamentals of stream processingapplication design, systems, and analytics /
Andrade, Henrique C. M.

Fundamentals of stream processingapplication design, systems, and analytics /[electronic resource] :Henrique C.M. Andrade, Bugra Gedik, Deepak S. Turaga. - Cambridge :Cambridge University Press,2014. - xxvii, 529 p. :ill., digital ;24 cm.

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.

ISBN: 9781139058940$q(electronic bk.)Subjects--Topical Terms:

348292
Data flow computing.

LC Class. No.: QA76.9.D338 / A53 2014

Dewey Class. No.: 004.22

Fundamentals of stream processingapplication design, systems, and analytics /
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245 1 0 $a Fundamentals of stream processing $h [electronic resource] : $b application design, systems, and analytics / $c Henrique C.M. Andrade, Bugra Gedik, Deepak S. Turaga.
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520 $a 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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856 4 0 $u https://doi.org/10.1017/CBO9781139058940