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The Power of Multi-Model: KV, Document, Graph

Talkat DevOpsDays Tel Aviv 2024 · 2024-10-30..10-31· [databases, machine-learning]
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slides:none on file

Aerospike runs a hybrid memory architecture that keeps only an index in RAM and treats NVMe/SSD as addressable memory, demonstrated on a five‑node cluster holding 800 million objects (≈6 TB on disk) while using ~95–100 GB RAM. The workload sustains about 300k ops/sec (≈200k reads + 100k writes) with P99 ≈ 1 ms and costs roughly $7,926/month on AWS including licensing.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 1:10Graph performance demonstration
  3. 3:20Multi-model database overview
  4. 5:54Hybrid memory architecture explained
  5. 7:59Demo results and cost efficiency
  6. 9:29Use cases and future outlook
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