Performance Prediction for Power-Capped Applications based on Machine Learning Algorithms.
Bo WangJannis KlinkenbergDaniel EllsworthChristian TerbovenMatthias S. MüllerPublished in: HPCS (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- prediction accuracy
- random forests
- predictive accuracy
- standard machine learning algorithms
- learning problems
- machine learning approaches
- machine learning systems
- machine learning models
- prediction model
- learning tasks
- power consumption
- input features
- load forecasting
- statistical machine learning
- neural network
- supervised learning
- prior knowledge
- support vector
- data mining