Ryft Blog
Engineering

Unlocking Faster Iceberg Queries: The Writer Optimizations You’re Missing

Yuval Yogev
January 6, 2026

Unlocking Faster Iceberg Queries: The Writer Optimizations You’re Missing

Apache Iceberg query performance is often limited long before a query engine gets involved. In a joint post with Firebolt, we break down why writer configuration, file layout, and continuous table maintenance matter most.

The post walks through practical best practices for writing and maintaining Iceberg tables, and shows how combining optimized writers with continuous optimization from Ryft enables consistently fast queries across Firebolt, Athena, Trino, Spark SQL, and more.


Read the full article on Firebolt’s blog: Unlocking Faster Iceberg Queries: The Writer Optimizations You’re Missing

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Engineering

Unlocking Faster Iceberg Queries: The Writer Optimizations You’re Missing

Apache Iceberg query performance is often limited long before a query engine gets involved. In a joint post with Firebolt, we break down why writer configuration, file layout, and continuous table maintenance matter most.

Yuval Yogev
January 12, 2026
January 6, 2026
Engineering

CDC Strategies in Apache Iceberg

One of the most common patterns in modern data lakes is replicating operational databases into analytical storage. We explore the different CDD strategies with Apache Iceberg.

Yuval Yogev
December 31, 2025
December 30, 2025
Engineering

Apache Iceberg V3: Is It Ready?

Apache Iceberg V3 is a huge step forward for the lakehouse ecosystem. The V3 specification was finalized and ratified earlier this year, bringing several long-awaited capabilities into the core of the format: efficient row-level deletes, built-in row lineage, better handling of semi-structured data, and the beginnings of native encryption. This post breaks down the major features, the current state of implementation, and what this means for real adoption.

Guy Yasoor
December 22, 2025
December 16, 2025

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The only solution that automatically maintains and optimizes your Iceberg tables based on usage, no lock-in, no manual tuning

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