Data Warehouse · BigQuery
BigQuery: serverless cloud warehouse
Storage/compute separation, federation, streaming, BI Engine
BigQuery is Google's serverless warehouse with separated storage/compute, federated queries, streaming ingest, and BI Engine in-memory acceleration—great for high-concurrency BI, logs, and built-in ML (BigQuery ML).
Serverless & pay-as-you-go
Automatic resource management and transparent query billing.
Federation & streaming
Query external storage/Sheets/Drive; stream ingest natively.
BI Engine acceleration
In-memory layer to speed BI queries and concurrency.
ML & GIS
BigQuery ML and GIS built-in for simplified analytics.
适用场景 / Use cases
- High-concurrency BI
- Log/stream analytics
- Built-in ML/forecasting
- Federated multi-source queries