~/talk

Use cases that drive the need for NoSQL databases

Talkat Big Data & AI Toronto 2020 · 2020-09-29..09-30· [databases]
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A NoSQL platform that combines in‑memory key/value speed with JSON documents and N1QL (SQL for JSON) claims real customers and measurable scale: LinkedIn caches ~2 million sessions, Tesco runs a 10M‑SKU catalog, Amadeus sustains ~15 million ops/sec, Glue handles ~1 billion auths/day (~13.5k TPS), eBay logs ~110 billion calls/day, Staples applies ~1.6 billion real‑time rules, Revolut’s fraud app catches ~96% of attacks. Offline/edge use cases use Couchbase Mobile for full local DB + sync; managed offering Couchbase Cloud reports 4–5× faster common workloads.

AI-written summary · about

  1. 0:00Introduction to Couchbase
  2. 2:47User profiling and caching
  3. 6:15Financial services use cases
  4. 9:24Retail and catalog systems
  5. 11:52Multi-model flexibility benefits
  6. 13:56Mobile and edge computing
  7. 17:50Healthcare and IoT applications
  8. 18:55Cloud deployment advantages
  9. 19:58Q&A and resources
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