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Time-series databases are designed to store and query time-stamped metrics efficiently.

Time-based partitioning organizes time-series data into smaller, efficient segments for better querying.

Elasticsearch offers Data Streams for simplicity and Time-Based Indices for control in managing time-series data.

Downsampling and aggregation reduce data volume while preserving essential trends.

Change Data Capture allows real-time syncing of database changes to other systems.