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Why do we store logs in Elasticsearch instead of a regular database?

sobes.tech AI

Answer from AI

Elasticsearch is optimized for storing and quickly searching large volumes of unstructured data, such as logs. Unlike traditional relational databases, it provides:

  • Fast full-text search and aggregations on logs.
  • Horizontal scaling to handle large data streams.
  • Flexible schema, which is convenient for various log formats.
  • Built-in visualization and analysis capabilities (e.g., through Kibana).

Regular databases are less effective for such tasks due to limitations in search speed and scalability.