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ec2.md

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Pipeline ec2

Description

Use kepler-model-traing-playbook to collect power data from EC2 spot instance

Components

  • Extractor: default

  • Isolator: min

  • AbsPower Trainers:

    • PolynomialRegressionTrainer
    • GradientBoostingRegressorTrainer
    • SGDRegressorTrainer
    • KNeighborsRegressorTrainer
    • LinearRegressionTrainer
    • SVRRegressorTrainer
    • XgboostFitTrainer
    • LogarithmicRegressionTrainer
    • LogisticRegressionTrainer
    • ExponentialRegressionTrainer

  • DynPower Trainers:

    (same as AbsPower Trainers)

Workload information

  • stress
    • CPU (cpu)