The days of monolithic Apache Spark applications that are difficult to upgrade are numbered, as the popular data processing framework is undergoing an important architectural shift that will utilize ...

Get Started with XGBoost4J-Spark on an Apache Spark Standalone Cluster This is a getting started guide to XGBoost4J-Spark on an Apache Spark Standalone Cluster. At the end of this guide, the reader ...

Once you've created a Hadoop cluster within Amazon Web Services, you can process data using a hive script.

I have a standalone spark cluster with one worker in AWS EC2. I copied my application python script to master and ec2 workers using copy-file command to /home/ec2-user directory.

A Spark application contains several components, all of which exist whether you’re running Spark on a single machine or across a cluster of hundreds or thousands of nodes. Each component has a ...