#real-time-analytics

3 posts

July 28, 2026·17 min read

Journey to Real-Time Analytics - Apache Doris: One Engine to Rule Them All

Apache Doris consolidates responsibilities that a Trino architecture distributes across several components. This comparison examines the operational gains, the trade-offs, and what a load test revealed.

July 10, 2026·10 min read

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.

July 17, 2026·13 min read

Journey to Real-Time Analytics - A Streaming-First Lakehouse

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.