Delta Lake
Depends
Confidence: Medium
Adopt if you run large Spark/Databricks pipelines and need ACID transactions on a data lake . it is free and battle-tested.
Comparison
Delta Lake vs Apache Hudi
Apache Hudi
Starting report…
Pick Delta Lake when
- Large-scale Spark/Databricks pipelines
- Teams needing ACID on data lakes
- IoT and streaming at petabyte scale
- AI/ML training data pipelines
When Delta Lake is not a fit
- Small teams without data engineers
- Spreadsheet-scale analytics
- Buyers wanting turnkey managed warehousing
- Anyone who just needs dashboards
Sources
- Home | Delta Lakedelta.ioofficial
- Delta Lake security page checkdelta.iosecurity
- What is Delta Lake in Databricks?docs.databricks.comofficial
- Delta Lake Demo: Lakehouse Platformdatabricks.comofficial
- Apache Iceberg vs Delta Lake case studyiomete.comnews
- Delta Lake for Collaborative AI: A ServiceNow Case Studyjournals.scipubhouse.comnews
- Shell Delta Lake Tables Case Studyscribd.comnews
- Apache Iceberg Vs. Delta Lake Vs. Hudie6data.comnews
- Delta Lake Consulting Servicesthesunflowerlab.comnews
news
- Introduction to Delta Lake in Databricksmedium.comnews
- KPI Partners Delta Lake Case Studieskpipartners.comnews