seniorSQL
What is read amplification?
Updated May 17, 2026
Short answer
Read amplification occurs when a single query requires reading multiple storage locations.
Deep explanation
In systems like LSM-trees, data is spread across memtables, SSTables, and multiple levels. A read operation may need to search multiple files and indexes, increasing latency. Bloom filters and caching are used to reduce read amplification.
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