Tag:Table Optimization
All the articles with the tag "Table Optimization".
- 20 MIN READ•Aug 4, 2026
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 sort order, and cost discipline.
Apache IcebergTable OptimizationCompaction - 14 MIN READ•Jun 22, 2026
Event-Driven Table Compaction with Agents
Event-driven compaction is valuable when agents coordinate maintenance with workload signals, table health, and commit safety.
agentic compactionIceberg maintenancetable optimization - 4 MIN READ•Sep 2, 2025
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.
Apache IcebergPartition EvolutionTable Optimization - 4 MIN READ•Aug 26, 2025
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.
Apache IcebergMetadata TablesTable Optimization - 4 MIN READ•Aug 19, 2025
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.
Apache IcebergTable OptimizationCompaction