Titlebook: Network Data Analytics; A Hands-On Approach K. G. Srinivasa,Siddesh G. M.,Srinidhi H. Book 2018 Springer International Publishing AG 2018

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Apache Sparkg a cache mechanism for analytics in a distributed manner. In this chapter, Apache Spark is discussed with its architectural elements and examples. The core elements of the Spark, text search, and retail analytics examples are discussed with Spark in this chapter.

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Apache Flumem that provides a platform for real-time data analytics. In this chapter, an overview of Apache Flume and its architectural components with workflow is discussed. Later, the configuration of Flume with Twitter social network is discussed as an example for real-time analytics.

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Stormlysis of real-time data, Apache Storm needs to be used. In this chapter, Apache Storm is discussed with its architectural elements and examples. The configuration of Apache Storm with Twitter networking site is discussed as an example of collection and analysis of hashtags.

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HAVOC

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K. G. Srinivasa,Siddesh G. M.,Srinidhi H.g the energy bills payable by the householders and their consequences on household energy consumption and carbon emissions. Lastly, an ‘integrated’ scenario combines the assumptions in the first three scenarios and then analyses their effects on household energy consumption and carbon emissions. The

整體

K. G. Srinivasa,Siddesh G. M.,Srinidhi H.g the energy bills payable by the householders and their consequences on household energy consumption and carbon emissions. Lastly, an ‘integrated’ scenario combines the assumptions in the first three scenarios and then analyses their effects on household energy consumption and carbon emissions. The