oversampling11 min read
When Your Collection Outgrows RAM
When Your Collection Outgrows RAM Once a collection no longer fits in RAM, the kernel evicts vector pages, and the next query waits on a disk read to get them back. Quantization buys that memory back.
By Andrey VasnetsovQdrant

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Originally published by Qdrant on Aug 23, 2026.
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