Anomaly Detection in Real Time - Simplicity Is the Ultimate Sophistication

Anomaly Detection in Real Time - Simplicity Is the Ultimate Sophistication

Devoxx via YouTube Direct link

Demo

27 of 27

27 of 27

Demo

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Anomaly Detection in Real Time - Simplicity Is the Ultimate Sophistication

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  1. 1 Intro
  2. 2 Who am I
  3. 3 Why are we doing this
  4. 4 What was our motivation
  5. 5 What is an anomaly
  6. 6 Simple counts
  7. 7 First look
  8. 8 The best algorithm
  9. 9 A simple model
  10. 10 First attempt in learning
  11. 11 Outliers
  12. 12 A sad conclusion
  13. 13 Simple input
  14. 14 Scala model
  15. 15 EEMA
  16. 16 What might go wrong
  17. 17 The algorithm
  18. 18 The last problem
  19. 19 The probability
  20. 20 Long lasting anomaly
  21. 21 Soft model
  22. 22 Thank you
  23. 23 Pros and cons
  24. 24 Aggregated data
  25. 25 Topend queries
  26. 26 Druid architecture
  27. 27 Demo

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