In modern data architectures, it’s common to encounter both Apache Cassandra and Apache Parquet, particularly when dealing with large-scale, distributed systems. Both technologies are associated with columnar data models, which often leads to confusion. However, Cassandra and Parquet serve fundamentally different purposes and operate at different layers of the data stack. This article clarifies their