When Catalogs Are Embedded in Storage

This is Part 8 of a 15-part Apache Iceberg Masterclass. Part 7 covered the traditional catalog landscape. This article examines a newer approach: embedding the catalog directly inside the storage layer. Traditional Iceberg architectures have three components: the query engine, a standalone catalog, and object storage. Embedded catalogs collapse the catalog into the storage layer itself, reducing…