Techniques for SLOs and Error Budgets at Scale

Techniques for SLOs and Error Budgets at Scale

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Techniques for SLOs and Error Budgets at Scale

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  1. 1 intro
  2. 2 preface
  3. 3 have you used this in your career? traffic for total.rrd
  4. 4 hi, i'm fred
  5. 5 how do you implement slos for 1000 engineers?
  6. 6 books
  7. 7 sli: good vs bad requests
  8. 8 slo: good/bad time_range
  9. 9 eb: 1-slo, 1-0.9995 = 0.05%
  10. 10 keys to slo / error budget democratization
  11. 11 latency and availability
  12. 12 measuring availability is easy, measuring latency is not easy
  13. 13 quantifying latency at scale
  14. 14 a common mistake
  15. 15 "dr. histogram - how i learned to stop worrying and love latency bands"
  16. 16 use raw histograms, avoid sketches & approximations
  17. 17 decomposing histogram modes
  18. 18 multi service slos / error budgets
  19. 19 thank you, questions?

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