Cancer research generates massive amounts of data, from genomic sequences to clinical trial results. Traditional relational databases often struggle to handle the volume, velocity, and variety of this data. HBase offers a scalable solution for storing and retrieving vast amounts of heterogeneous data efficiently, making it ideal for cancer research applications.