Hadoop Distributed File System (HDFS) is an Apache project. It's a file system which is used to store the initial and 'reduced' data once the data is processed using MapReduce. Google File System (GFS) was the database created by Google initially to store the website indexing data for the search engine.
HDFS is based on GFS.