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Practical Predictive Analytics by Ralph Winters

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Spark environments

Spark runs in three different modes:

  • Standalone
  • YARN
  • MESOS

For initial deployments (and for learning), it is best to start with standalone, which allocates clusters specifically for Spark use only. Furthermore, you can run standalone mode in local mode (your computer) or via cloud computing (an example would be using Amazon AWS).

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