Data Warehousing and OLAP

Data warehouses store aggregated structured data optimized for analytics. Common solutions include Amazon Redshift, Google BigQuery, and Snowflake. OLAP (Online Analytical Processing) cubes enable multi-dimensional analysis, facilitating fast querying for business intelligence. Columnar storage formats such as Parquet and ORC improve query performance in data warehouses.