Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring Across Edge Devices.
Xiaolong TuAnik MallikDawei ChenKyungtae HanOnur AltintasHaoxin WangJiang XiePublished in: sec (2023)
Keyphrases
- deep learning
- energy efficiency
- power consumption
- energy consumption
- wireless sensor
- wireless sensor networks
- sensor networks
- battery powered
- data center
- energy efficient
- unsupervised learning
- routing protocol
- unsupervised feature learning
- smart home
- power management
- machine learning
- mobile devices
- response time
- mental models
- weakly supervised
- sensor nodes
- data sets
- expert systems
- multiscale
- ambient intelligence
- cloud computing
- artificial intelligence