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Latest Articles

Volcano, Vectorized, Compiled: How Engines Execute Your Query
April 29, 2026

Volcano, Vectorized, Compiled: How Engines Execute Your Query

The Volcano model processes one row at a time. Vectorized execution processes batches with SIMD. Code generation fuses operators into compiled code. Here is how each works.

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Hidden Partitioning: How Iceberg Eliminates Accidental Full Table Scans
April 29, 2026

Hidden Partitioning: How Iceberg Eliminates Accidental Full Table Scans

Iceberg's hidden partitioning separates physical layout from user queries using transform functions. Here is how it works and why it eliminates accidental full scans.

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Inside the Query Optimizer: How Engines Pick a Plan
April 29, 2026

Inside the Query Optimizer: How Engines Pick a Plan

Query optimizers transform SQL into execution plans using rule-based rewrites, cost-based search, and adaptive runtime adjustments. Here is how each approach works.

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Partition Evolution: Change Your Partitioning Without Rewriting Data
April 29, 2026

Partition Evolution: Change Your Partitioning Without Rewriting Data

Iceberg lets you change partition schemes without rewriting data. Here is how partition evolution works internally and why Hive-style partitioning could not do this.

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