Apache Hadoop is an open-source, fast, and scalable framework that manages and processes exceptionally large volumes of data. We have already discussed Apache Hadoop and Hadoop ecosystem in detail in a previous blog. Hadoop is used by data scientists for offline or batch processing. The framework can be scaled up by adding nodes in the cluster.