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Publisher: Cambridge University Press, Fundamentals of stream processing: application design, systems, and analytics. Design principles and patterns for stream processing applications. Architecture of a stream processing system. Introduction to stream processing. Stream analytics: data pre-processing and transformation.

Harry Potter. Popular Features. New Releases. 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.

Fundamentals of Stream Processing: Application Design, Systems, and Analytics

Table of contents Part I. Fundamentals: 1. What brought us here? Introduction to stream processing; Part II. Established seller since Seller Inventory IQ More information about this seller Contact this seller.

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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 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.

Fundamentals of Stream Processing with Apache Beam, Tyler Akidau, Fra…

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