Tag:delta lake

Articles tagged "delta lake".

• 23 MIN READ•Sep 24, 2025

  Open Table Formats Compared: Iceberg, Delta, Hudi, Paimon

  Apache Iceberg, Delta Lake, Hudi, Paimon and DuckLake compared: metadata design, row-level updates, engine support, and when to choose each table format.

  Data LakehouseData EngineeringAgentic AI
• 28 MIN READ•Jul 6, 2026

  Lakehouse Table Formats in 2026: Iceberg, Delta Lake, Hudi, Paimon, and DuckLake, How They Work, Where They Stand, and Where They're Going

  How Iceberg, Delta Lake, Hudi, Paimon, and DuckLake work, how each one handles row-level change, and a practical framework for choosing a table format in 2026.

  table formatsicebergdelta lake
• 22 MIN READ•May 22, 2026

  Open Table Format Benchmarks: Why They Require Critical Evaluation

  An in-depth analysis of open table format benchmarks comparing Apache Iceberg, Delta Lake, and Apache Hudi, detailing the pitfalls of standard benchmarks.

  open table formatsapache icebergdelta lake
• 9 MIN READ•Apr 29, 2026

  What Are Table Formats and Why Were They Needed?

  Table formats like Apache Iceberg solved the ACID, schema, and performance problems that turned data lakes into data swamps. Here is how each one works.

  data lake table formatsApache IcebergDelta Lake
• 6 MIN READ•Jan 31, 2025

  The Data Lakehouse - The Benefits and Enhancing Implementation

  Problems a lakehouse solves, from consistency and cost to governance, the gaps that remain, and how Dremio closes them with a semantic layer and Reflections.

  data lakehouseapache icebergapache hudi
• 6 MIN READ•Jan 7, 2025

  When to use Apache Xtable or Delta Lake Uniform for Data Lakehouse Interoperability

  How Apache XTable and Delta Lake UniForm differ for table format interoperability, which fits joins, streaming, and migration use cases, and their limits.

  data lakehouseapache icebergapache hudi