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This is the example application of my blog entry: Creating Hadoop MapReduce Jobs with Spring Data Apache Hadoop http://www.petrikainulainen.net/programming/apache-hadoop/creating-hadoop-mapreduce-job-with-spring-data-apache-hadoop/ You might also want to read: Install and Configure Apache Hadoop to Run in a Pseudo-Distributed Mode http://www.petrikainulainen.net/programming/apache-hadoop/install-and-configure-apache-hadoop-to-run-in-a-pseudo-distributed-mode/ RUNNING THE APPLICATION - Install Java (http://java.sun.com) - Download and install Maven 3 (http://maven.apache.org/download.html#Installation). If you have already installed Maven 3, you can skip this step. - Install Apache Hadoop and Configure it to run in pseudo-distributed model. - Go to the root directory of project (The one which contains the pom.xml file) - Create the input directory to HDFS and move the files found from etc directory to that directory. - Configure the input and output directories found from application.properties file. - Run command mvn clean assembly:assembly - Go to the target directory - Unzip the mapreduce-bin.zip to the preferred directory - Go to that directory - Run the startup script (startup.bat or startup.sh)