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Scalable Big Data Architecture: A Practitioner’s Guide to Choosing Relevant Big Data Architecture by Bahaaldine Azarmi

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CHAPTER 5

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Querying and Analyzing Patterns

There are different ways to step into data visualization, starting with the analytics strategy that should allow us to identify patterns in real time in our data, and also to leverage the already ingested data by using them in continuous processing. This is what we’ll cover in this chapter through the integration of Spark, the analytics in Elasticsearch, and finally visualizing the result of our work in Kibana.

Definining an Analytics Strategy

In this section we’ll go through two different approaches for analyzing our data, whether we want to continuously process our data and update the analytics in our ...

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