Big data tools are the one that can handle high-volume, high-velocity, and/or high-variety information assets that require cost-effective, innovative forms of information processing that enable increased insight, decision-making, and process automation. Hadoop The Hadoop is a big data tool that allows for the distributed processing of large data sets across multiple computers using simple programming models. It is developed to scale up from single servers to thousands of machines, each offering local computation and storage. Rather than rely on hardware to provide high-availability, the library itself is developed to detect and handle failures at the application layer, so providing a…