How to Measure Energy Consumption in Machine Learning Algorithms.
Eva García-MartínNiklas LavessonHåkan GrahnEmiliano CasalicchioVeselka BoevaPublished in: Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Keyphrases
- machine learning algorithms
- energy consumption
- wireless sensor networks
- benchmark data sets
- energy efficient
- learning algorithm
- energy efficiency
- machine learning
- sensor networks
- energy saving
- decision trees
- energy conservation
- machine learning methods
- learning problems
- data transmission
- base station
- machine learning approaches
- learning models
- routing algorithm
- routing protocol
- energy aware
- data gathering
- random forests
- resource limitations
- sensor nodes
- power management
- standard machine learning algorithms
- environmental impact
- machine learning models
- data aggregation
- total energy
- multi hop
- statistical machine learning
- residual energy
- save energy
- data sets
- data center
- power consumption
- electricity consumption
- stability margin