 The project has also started developing automatic fail-overs.The HDFS file system includes a so-called "secondary namenode", a misleading term that some might incorrectly interpret as a backup namenode when the primary namenode goes offline.In fact, the secondary namenode regularly connects with the primary namenode and builds snapshots of the primary namenode's directory information, which the system then saves to local or remote directories.