Learn how Databricks Predictive Optimization, AWS S3 Tables, and Iceberg native actions automate compaction and snapshot management before small files.
Optimize single-node data engineering with DuckDB, DataFusion, Polars, and LakeSail. Compare architectures and learn when to transition to Dremio MPP.
Apache Iceberg 1.11.0 delivers manifest list encryption, the new pluggable File Format API, credential lifecycle refreshes, and Spark/Flink improvements.
Migrate to Iceberg from Hive, data warehouses, or raw files using in-place migration, full rewrite, or the zero-downtime view swap pattern.
