Hadoop is an open-source software framework used for storing and processing large datasets. It employs a distributed storage and processing model, allowing it to handle vast amounts of data efficiently. Hadoop consists of multiple components, including the Hadoop Distributed File System (HDFS) and the MapReduce programming model, which work together to manage and analyze big data.