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Next-Generation Data Warehousing: Lakehouse Architectures with Iceberg and BigQuery

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Open table formats like Apache Iceberg bridged the gap between data lakes and data warehouses in late 2025, enabling ACID transactions, time travel, and high-speed analytical SQL queries over multi-cloud storage buckets.

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