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Real-time analytics : techniques to analyze and visualize streaming data

By: Ellis, ByronMaterial type: Text

TextPublication details: Indianapolis, IN : John Wiley, ©2014Description: xix, 412 pagesISBN: 9781118837917 (pbk. : alk. paper); 1118837916 (pbk. : alk. paper)Subject(s): Real-time data processing | Data flow computing | Data miningDDC classification: 005.74

Contents:

Introduction to Streaming Data -- Designing Real-Time Streaming Architectures -- Service Configuration and Coordination -- Data-Flow Management in Streaming Analysis -- Processing Streaming Data -- Storing Streaming Data -- Delivering Streaming Metrics -- Exact Aggregation and Delivery -- Statistical Approximation of Streaming Data -- Approximating Streaming Data with Sketching -- Beyond Aggregation.

Summary: Data expert Byron Ellis teaches data analysts new technologies to build an effective real-time analytics platform. The book leverages open source and modern commercial tools to show readers how to construct robust, efficient systems that provide real-time analysis in a cost effective manner.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Books	Main Library Reference	Reference	005.74 ELL (Browse shelf(Opens below))	Available		016111

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Previous	005.74 DAI Databases in the classroom	005.74 DAT An Introduction To Database System	005.74 DAT An introduction to database systems	005.74 ELL Real-time analytics : techniques to analyze and visualize streaming data	005.74 ELM Fundamentals of database systems	005.74 ELM Database systems	005.74 ELM Database systems	Next

Includes index

Introduction to Streaming Data --
Designing Real-Time Streaming Architectures --
Service Configuration and Coordination --
Data-Flow Management in Streaming Analysis --
Processing Streaming Data --
Storing Streaming Data --
Delivering Streaming Metrics --
Exact Aggregation and Delivery --
Statistical Approximation of Streaming Data --
Approximating Streaming Data with Sketching --
Beyond Aggregation.

Data expert Byron Ellis teaches data analysts new technologies to build an effective real-time analytics platform. The book leverages open source and modern commercial tools to show readers how to construct robust, efficient systems that provide real-time analysis in a cost effective manner.

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