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