You are designing a schema for a database that needs to support real-time analytics. What factors would you consider to optimize the read performance of the database?
- Indexing relevant columns for faster retrieval.
- Implementing caching mechanisms to reduce database load.
- Using NoSQL databases for flexibility.
- Denormalizing data for quicker query performance.
When designing a schema for real-time analytics, indexing relevant columns is crucial as it speeds up data retrieval. Option (2) is also valid, as caching can significantly reduce database load. Option (3) might be a consideration but isn't the primary factor. Option (4) can be a trade-off, and it depends on the specific use case.
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