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How to keep redis cache consistent with database

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Release: 2024-04-19 21:45:32
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It is crucial to maintain consistency between the Redis cache and database data. The following methods can achieve data consistency: 1. Update the cache when writing (immediately update the Redis cache); 2. Check the cache when writing (store the update in the queue, and the background process updates the Redis cache); 3. Separate reading and writing ( Use master-slave database replication to avoid write conflicts with the master database); 4. Update the cache regularly (background tasks are updated to the Redis cache synchronously); 5. Use an event-driven mechanism (receive database update notifications and update the Redis cache accordingly). Choosing the appropriate strategy depends on application needs and consistency requirements.

How to keep redis cache consistent with database

Redis cache and database data consistency

Question: How to maintain Redis cache and database data consistency consistency?

Answer:

It is crucial to maintain Redis cache and database data consistency to ensure that the application provides accurate and reliable data. The following are some methods to achieve data consistency:

1. Update cache when writing (Write-Through)

  • The application performs writes in the database Immediately after the operation, the updates are applied to the Redis cache.
  • This approach ensures that the Redis cache is always in sync with the database.

2. Check cache when writing (Write-Behind)

  • After the application performs a write operation in the database, it stores the update in in the temporary queue.
  • The background process retrieves updates from the queue and applies them to the Redis cache.
  • This method allows immediate write operations, but may cause the Redis cache to briefly become out of sync with the database.

3. Read-Write Splitting

  • Use master-slave database replication, where the master database is used for write operations, and Used for read operations from the database.
  • Redis cache only reads data from the slave database, thus avoiding write conflicts with the master database.

4. Regularly update the cache

  • Periodically perform background tasks to synchronize updates from the database to the Redis cache.
  • This approach is useful when the cache is updated less frequently or when the application tolerates short-term inconsistencies.

5. Use event-driven mechanism

  • Use database event triggers or message queues to notify the Redis cache about database updates.
  • The Redis cache receives notifications and updates its content accordingly.

Choose the appropriate strategy

Choosing the best strategy depends on the specific needs and consistency requirements of your application:

  • High consistency: Update on write or read and write separation
  • High performance: Check on write or regular update
  • Fault tolerance :Event-driven mechanism

In addition, the following tips can help improve data consistency:

  • Use versioning to track data in the cache.
  • Regularly clean up expired data to prevent cache expansion.
  • Monitor cache performance and data consistency to identify and resolve issues.

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