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Outline for kepler technical deep dive #67

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husky-parul opened this issue Jul 11, 2023 · 2 comments
Open
16 tasks

Outline for kepler technical deep dive #67

husky-parul opened this issue Jul 11, 2023 · 2 comments

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@husky-parul
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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?
@husky-parul
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Previous discussions #61

@husky-parul husky-parul mentioned this issue Jul 11, 2023
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@vprashar2929
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@husky-parul Can you add How to verify the correctness of metrics exported by Kepler Exporter to the task list? Seems like I don't have access to edit the tasklist

@sunya-ch sunya-ch mentioned this issue Aug 17, 2023
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@husky-parul @vprashar2929