Reasoning About Performance - In the Context of Search

Reasoning About Performance - In the Context of Search

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Thinking about performance

1 of 16

1 of 16

Thinking about performance

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Reasoning About Performance - In the Context of Search

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  1. 1 Thinking about performance
  2. 2 Search: a case study
  3. 3 Coding feels like real work
  4. 4 What's the actual problem?
  5. 5 $2000 for 128GB server
  6. 6 Search Algorithms
  7. 7 What's the problem again?
  8. 8 10s of billions per shard!
  9. 9 Probability of false positive?
  10. 10 Linear cost Exponential benefit
  11. 11 How do we estimate perf?
  12. 12 Expected performance?
  13. 13 Ingestion
  14. 14 Hierarchical bloom filters
  15. 15 Conclusions?
  16. 16 Conclusions!

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