Hadoop is an open-source framework designed for distributed storage and processing of large-scale data sets. It was created by Doug Cutting and Mike Cafarella, and it is based on the MapReduce programming model developed by Google. The primary goal of Hadoop is to handle big data and perform computations in a scalable and cost-effective manner.