Many companies like IBM, Google, VMWare, and Amazon have provided products and strategies for Cloud computing. This article shows you how to use Apache Hadoop to build a MapReduce framework to make a Hadoop Cluster and how to create a sample MapReduce application which runs on Hadoop. You will also learn how to set up a time/disk-consuming task on the cloud.