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Indexing support for blob or colder storage tiers. #1210

Description

diskann index type is designed and tested for in-memory and local SSD tiers.
We want to extend indexing support to blob and other colder tiers. This requires:

  • exploration of suitability of diskann for other tiers
  • additional index types if necessary
  • distance kernels for columnar formats
  • index serialization for OSS table/file formats.
  • perf testing on ADLS, HDD, remote disks etc.

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