Why it matters
DiskANN scales beyond RAM. Understanding shapes large-scale vector.
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The architecture
Vamana graph on SSD.
Cache hot nodes.
Beam search.
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How it works end to end
Microsoft Research 2019.
Vamana algorithm.
Fresh-DiskANN for updates.