Thursday, January 08, 2015

Apache Spark Design Patterns - Using Scala #0

Apache Spark supports both batch and streaming analysis, meaning you can use a single framework for your batch processing as well as your near real time use cases. And Spark introduces a fantastic functional programming model, which is arguably better suited for data analysis than Hadoop’s Map/Reduce API

This blog series attempts to find out if the common set of use cases can be solved using Spark.
The use-cases are based on
“MapReduce Design Patterns by Donald Miner and Adam Shook (O’Reilly). Copyright 2013 Donald Miner and Adam Shook, 978-1-449-32717-0.”

The Hardware and Software stack used


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