Prediction-Based Power Oversubscription in Cloud Platforms

Prediction-Based Power Oversubscription in Cloud Platforms

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Production Impact and Lessons

10 of 11

10 of 11

Production Impact and Lessons

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Prediction-Based Power Oversubscription in Cloud Platforms

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  1. 1 Intro
  2. 2 Motivation
  3. 3 Prior Work: Power Capping and Oversubscription
  4. 4 Oversubscription Challenges for Cloud Providers
  5. 5 Fine-grained Power Capping for Oversubscription
  6. 6 Per-VM Power Capping Overview
  7. 7 Inferring criticality of opaque VMs (challenge #1)
  8. 8 Full-server throttling (challenge #3)
  9. 9 Oversubscription Strategy with Per-VM Capping
  10. 10 Production Impact and Lessons
  11. 11 Conclusions

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