Google BigQuery
Google BigQuery¶
Serverless data warehouse and analytics.
Overview¶
Google BigQuery is a serverless, highly scalable data warehouse designed to make data analysis fast and cost-effective.
Key Features¶
Serverless¶
- No infrastructure management
- Auto-scaling
- Pay per query
SQL Interface¶
- Standard SQL
- Powerful analytics functions
- ML integration
Performance¶
- Columnar storage
- Automatic query optimization
- Cached results
Best Practices¶
- Partitioning - Partition large tables
- Clustering - Cluster for common filters
- Query optimization - Select only needed columns
- Cost control - Use slots, caching, materialized views
- Lifecycle policies - Move old data to cheaper storage
Related Topics¶
- Data Processing - Processing overview
- Data Architecture - Storage patterns
Next: Data Quality →