Hadoop is an open-source software framework for distributed storage and processing of large datasets across clusters of computers. It allows for the distributed processing of large data sets across clusters of computers using simple programming models and capable of scaling up from single servers to thousands of machines, each offering local computation and storage. Hadoop is designed to scale up from single servers to thousands of nodes, each offering local computation and storage. It is suitable for applications that have large data sets.