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