Why moving to Apache Iceberg cut query latency and maintenance overhead
A four‑year‑old AWS data lake built on Hive‑style partitions was rebuilt on Apache Iceberg after AWS added native Iceberg support. The move eliminated costly partition pruning issues, enabled schema evolution without rewrites, and cut query latency by up to 40%, freeing engineering time for higher‑value work.