Hadoop is a framework for distributed storage and processing of large datasets across clusters of computers using simple programming models. It allows for the reliable, scalable, and distributed processing of large data sets across clusters of commodity hardware. Hadoop can be used to solve problems involving large datasets that cannot be handled by traditional systems.