Thunderbolt - Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale

Thunderbolt - Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale

USENIX via YouTube Direct link

Deployed in logs processing clusters

14 of 15

14 of 15

Deployed in logs processing clusters

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Thunderbolt - Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale

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  1. 1 Intro
  2. 2 Motivation: power oversubscription and capping
  3. 3 Motivation: task QoS differentiation
  4. 4 Prior industry solutions did not meet our needs
  5. 5 Architecture
  6. 6 Mechanism and policy details
  7. 7 Why not RAPL or DVFS?
  8. 8 CPU bandwidth control, DVFS, RAPL on Intel Skylake CPU
  9. 9 Reactive capping policy: load shaping
  10. 10 Load shaping on a production cluster
  11. 11 Proactive capping mechanism: CPU jailing Deterministic machine CPU cap
  12. 12 20% CPU jailing on a production cluster
  13. 13 Proactive capping policy: risk assessment
  14. 14 Deployed in logs processing clusters
  15. 15 Summary

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