Energy-Efficient Adaptive Classifier Design for Mobile Systems

@inproceedings{Takhirov2016EnergyEfficientAC,
  title={Energy-Efficient Adaptive Classifier Design for Mobile Systems},
  author={Zafar Takhirov and Joseph Wang and Venkatesh Saligrama and Ajay Joshi},
  booktitle={ISLPED},
  year={2016}
}
With the continuous increase in the amount of data that needs to be processed by digital mobile systems, energy-efficient computation has become a critical design constraint for mobile systems. In this paper, we propose an adaptive classifier that leverages the wide variability in data complexity to enable energy-efficient data classification operations for mobile systems. Our approach takes advantage of varying classification "hardness" across data to dynamically allocate resources and improve… CONTINUE READING