In my opinion, these differing histories have resulted in HBase being more suitable for data warehousing, and large scale data processing and analysis (for example, such as that involved when indexing the Web) and Cassandra being more suitable for real time transaction processing and the serving of interactive data. Writing a proper study of that hypothesis is well beyond this post, but I believe you will be able to detect this theme recurring when considering the databases.