Hadoop is an open-source software framework for distributed storage and processing of large datasets across clusters of commodity servers. It was designed to scale up from single servers to thousands of machines, with very large datasets measured in multiple petabytes. Hadoop allows for the distributed processing of large data sets across clusters of computers using simple programming models and is suitable for applications that require distributed computing across commodity hardware.