~/talk

Powering Real-time Decisions With a Reduced Footprint

Talkat Aerospike Summit Paris 2024 · on Thursday, 2024-06-06· [databases]
links:none on file
slides:none on file

Criteo replaces memcached + Couchbase with Aerospike on NVMe, migrating over three years and keeping developer APIs stable. Platform serves ~18M external HTTP req/s, 120k ads/s and sustains ~290M QPS to key-value storage with P99 <5ms for recommendation engines. Deployment runs on Kubernetes with a custom operator, yields memcached-like speed on persistent flash, cuts server count and hardware CO2 (≈30% of data‑center emissions), and aligns cost savings with lower emissions.

AI-written summary · about

  1. 0:00Real-time ad tech intro
  2. 2:07Ad tech technical overview
  3. 5:15Criteo infrastructure scale
  4. 7:45Sustainability impact
  5. 10:13Migration to Aerospike
  6. 13:20Why Aerospike fits needs
  7. 15:48Aerospike advantages
  8. 17:58Hardware footprint gains
  9. 20:462030 sustainability goals
  10. 23:00Q&A on ROI and cloud
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