How Did We Get Here? A Brief HistoryFoundational Components of a System Designed for OLAP WorkloadsBringing It All TogetherThe Data WarehouseA Brief HistoryPros and Cons of a Data WarehouseThe Data LakeA Brief HistoryPros and Cons of a Data LakeShould I Run Analytics on a Data Lake or a Data Warehouse?The Data LakehouseWhat Is a Table Format?Hive: The Original Table FormatModern Data Lake Table FormatsWhat Is Apache Iceberg?How Apache Iceberg Came to BeThe Apache Iceberg ArchitectureKey Features of Apache IcebergConclusion