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4 articles found

BigQuery CTEs: The Cost-Free Abstraction Nobody Understands
bigquery
Featured

BigQuery CTEs: The Cost-Free Abstraction Nobody Understands

CTEs don’t cost extra in BigQuery. But star notation and global scans do. Here’s exactly what happens under the hood when you chain five WITH clauses on a 30GB table.

#bigquery#CTEs#Data Engineering...
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Embedding Intelligence: The Four Architectural Paradigms of AI-Native Databases
AI Native

Embedding Intelligence: The Four Architectural Paradigms of AI-Native Databases

Analyzing the taxonomy of moving AI inference into the database layer, contrasting vector stores, ML-in-database, and predictive models.

#AI Native#bigquery#machine learning...
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Iceberg Lakehouses: The Operational Tax Nobody Talks About
apache iceberg

Iceberg Lakehouses: The Operational Tax Nobody Talks About

Community feedback on operational hurdles, tooling gaps, and success factors when running Apache Iceberg lakehouse architectures in production.

#apache iceberg#bigquery#Data Engineering...
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DuckDB Eats the Cloud: Local Analytics Outperform BigQuery and Athena
athena

DuckDB Eats the Cloud: Local Analytics Outperform BigQuery and Athena

Benchmark results show DuckDB significantly outperforming BigQuery and Athena in speed and cost on a 20GB dataset, sparking questions about the future of cloud data warehouses.

#athena#bigquery#duckdb
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