
Journey to Real-Time Analytics - Lakehouse Is Not the Solution
Why support for updates and streaming ingestion does not turn Apache Iceberg into a real-time analytics layer.
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Why support for updates and streaming ingestion does not turn Apache Iceberg into a real-time analytics layer.

Among Iceberg, Delta Lake, Hudi, and Paimon, which Lakehouse format has the mental model most aligned with CDC and continuous streaming — and why that still doesn't solve real-time serving.
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