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?