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Kepler Deep Dive

  • Components and what they do
  • What metrics are gathered on various systems
    • BM
    • VM
    • Linux standalone
  • Why these metric?
  • How is the power consumption attribution done?
  • Explain the models. How the models are different and is there a right use case/scenario for when to apply a particular model over another?

    • AbsComponentModelWeight
    • AbsComponentPower
    • AbsModelWeight
    • AbsPower
    • DynComponentModelWeight
    • DynComponentPower
    • XGBoost
  • Each model has three sub models BPFOnly, CgroupOnly, CounterOnly but we use only one of these models. Why is that?

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