What is write amplification in databases?

Write amplification occurs when a single logical write causes multiple physical writes.

In databases and storage engines (especially LSM-tree systems), a single write may be rewritten multiple times due to compaction, indexing, replication, and WAL logging. This increases disk I/O and reduces SSD lifespan. High write amplification is a key performance concern in write-heavy systems.