Autoscaling Mesos and Marathon on AWS Spot Fleet - Maximizing Efficiency and Minimizing Costs

Autoscaling Mesos and Marathon on AWS Spot Fleet - Maximizing Efficiency and Minimizing Costs

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Mitigating risks

22 of 22

22 of 22

Mitigating risks

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Autoscaling Mesos and Marathon on AWS Spot Fleet - Maximizing Efficiency and Minimizing Costs

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 Yelps Production Clusters
  4. 4 Yelp Traffic
  5. 5 Service Autoscale
  6. 6 Service Metrics
  7. 7 Decision Policies
  8. 8 Autoscaling Operations
  9. 9 Scaling Down
  10. 10 AWS Spot Fleet Conditions
  11. 11 Why Live With Volatile Capacity
  12. 12 Strategy 1 counterintuitive
  13. 13 Strategy 2 diversifying
  14. 14 Ignoring Hosts
  15. 15 Cost Comparison
  16. 16 Future Plans
  17. 17 Predictive vs Reactive
  18. 18 Parallel Scaling
  19. 19 Deployment to More Services
  20. 20 Conclusion
  21. 21 Hiring
  22. 22 Mitigating risks

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