Table Optimization

1. August 4, 202620 min read

   Autonomous Table Optimization When Your Query Workload Stops Being Predictable

   Autonomous table optimization when query workloads stop being predictable: observing file layout and query patterns, scoring compaction work, adaptive.

2. September 2, 20254 min read

   Hidden Pitfalls – Compaction and Partition Evolution in Apache Iceberg

   Partition evolution in Apache Iceberg is a powerful feature, but if not managed carefully, it can introduce fragmentation and impact compaction performance. Learn how to handle it effectively.

3. August 26, 20254 min read

   Using Iceberg Metadata Tables to Determine When Compaction Is Needed

   Discover how to use Apache Iceberg's metadata tables to proactively detect small files, bloated manifests, and table fragmentation - so you can trigger compaction only when it's needed.

4. August 19, 20254 min read

   Designing the Ideal Cadence for Compaction and Snapshot Expiration

   Learn how to design an effective schedule for compaction and snapshot expiration in Apache Iceberg to balance cost, performance, and data freshness.

Browse all posts