Canarying Well - Lessons Learned from Canarying Large Populations

Canarying Well - Lessons Learned from Canarying Large Populations

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17 of 20

17 of 20

Beware Meta Analysis

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Canarying Well - Lessons Learned from Canarying Large Populations

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  1. 1 Intro
  2. 2 Canarying: What is that?
  3. 3 What we're going to talk about
  4. 4 What we're not going to talk about
  5. 5 Conflicting Incentives
  6. 6 Triangle of Canarying Priorities
  7. 7 Example: Geographical distribution
  8. 8 Example: High variance among replicas
  9. 9 Example: Bimodal distribution
  10. 10 Example: Two metrics, different outliers
  11. 11 Takeaways 2
  12. 12 Example: Service With Cache, restarted
  13. 13 Example: Memory leak canary
  14. 14 Example: Before/after test
  15. 15 Example Takeaway
  16. 16 Example: Compound probability
  17. 17 Beware Meta Analysis
  18. 18 Prefer Few Metrics
  19. 19 Canary In These 3 Simple Steps
  20. 20 Canary In These 3-ish Simple Steps

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