The BigQuery Optimization Playbook
Patterns and Practices for Cost and Performance (2026 Edition)
What's inside:
- 33 ranked optimization patterns from foundational table design through advanced governance.
- A complete partition and clustering playbook with six Tier 1 patterns.
- Shuffle reduction techniques built around five patterns that eliminate the most expensive operations.
- The On-Demand vs Reservations decision framework with diagnostic SQL.
- A full Guardrails Playbook
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$49.99
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About
About the Book
BigQuery bills grow quietly. A missing partition filter, a SELECT *, or a MERGE job on a petabyte table may look harmless at first, but over time those mistakes become embedded in hundreds of pipelines.
The BigQuery Optimization Playbook presents 33 ranked patterns for reducing that waste. Start with Tier 1 to cut bytes scanned, then move through the later tiers to reduce shuffle, right-size reservations, and build the governance needed to sustain savings.
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Author
About the Author
Nitin Gandhi is the Founder and CEO of Finitizer Technologies, where he focuses on cloud FinOps consulting. He is a FinOps Certified Professional and writes about practical approaches to cloud cost management, optimization, and platform governance.
Contents
Table of Contents
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