Hadoop Data Lake Software is a data management platform that holds vast amount of Hadoop clusters in its natural format. Hadoop Data Lake Software process and store data that are not related such as the path of mouse clicks that is made while navigating the internet, sensor data, log files, social media posts and other cluster that are finds its way into the ecosystem in which Hadoop data lake software operates. Most of Hadoop data lakes are built in the cloud on public cloud platform site using Hadoop Distributed File System (HDFS). Hadoop data lake architecture provides a less expensive storage area for analytics data compared to the old-fashioned data warehouses. In the process of accessing and integrating data, data lake systems extract, load and transform (ELT) data. Hadoop data lake holds raw data as well as curated data due to the fact that its architecture somewhat utilize schema-on-the-fly techniques while trying to refine and sort data for enterprise uses. The data lake offers user access to any information queried but limit access to the information source. Information that get to Hadoop data lake software are normalized and enriched. The process might include cross-linking, augmentation, indexing, metadata extraction, de-normalization, entity extraction or format conversion.