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How to Measure Energy Consumption in Machine Learning Algorithms.
Eva García-Martín
Niklas Lavesson
Håkan Grahn
Emiliano Casalicchio
Veselka Boeva
Published in:
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Keyphrases
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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