Alex Merced • 9/16/2025

The Endgame — Building an Autonomous Optimization Pipeline for Apache Iceberg

This article concludes a series on Apache Iceberg optimization by detailing how to construct an autonomous pipeline. It explains the core components: a metadata intelligence layer for diagnostics, an orchestration layer for scheduling, an execution layer for physical optimizations, and observability for monitoring. The goal is to create a system that automatically triggers actions like compaction and cleanup without manual intervention.

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#Metadata Management #Apache Iceberg #Data Lakehouse