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Apache Mesos Essentials by Dharmesh Kakadia

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Chapter 4. Complex Data Analysis on Mesos

In this chapter, we will walk you through the different frameworks for complex data analysis on Mesos. We will set up Storm and Spark Streaming for processing real-time streams of data on Mesos and also see how to run NoSQL database Cassandra on Mesos.

We will cover the following topics:

  • Complex data and the rise of the Lambda architecture
  • Storm
  • Spark Streaming
  • NoSQL on Mesos

Complex data and the rise of the Lambda architecture

The explosive growth in big data is not only in terms of the volume being generated but also in terms of the variety and speed at which the results have to be generated in order to be meaningful. Thus, the velocity of the data and computation has forced developers toward real-time stream ...

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