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