HBase is an open-source, distributed, non-relational database modeled after Google's Bigtable. It is designed to provide a fault-tolerant way to store large quantities of sparse data. HBase is part of the Apache Hadoop ecosystem and is built on top of Hadoop Distributed File System (HDFS). It is particularly useful for applications requiring real-time read/write access to large datasets.