| Scenario | Rationale |
|---|---|
| Rapid Growth & Massive Scale | Applications that need to handle high volumes of traffic or petabytes of data and require horizontal scaling (e.g., social media feeds, large-scale IoT data ingestion). |
| Flexible or Evolving Data | Your data structure is unpredictable, changes rapidly, or includes a variety of formats (e.g., user-generated content, product catalogs where different items have different attributes). |
| Unstructured/Semi-Structured Data | Storing documents, sensor data, log data, large media files, or data that naturally fits a nested, hierarchical structure (like JSON objects). |
| High Availability & Speed Over Consistency | Applications where downtime is critical and eventual consistency is acceptable (e.g., caching layers, real-time analytics, content delivery networks). |
Created
October 7, 2025 11:23
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